METHODS AND SYSTEMS FOR DROPLET-BASED SINGLE CELL BARCODING
Methods and systems are provided for sample preparation techniques and sequencing of macromolecular constituents of cells and other biological materials.
This application is a continuation of U.S. patent application Ser. No. 15/887,947, filed Feb. 2, 2018, which is a continuation of PCT Application No. PCT/US2018/16019, filed Jan. 30, 2018, which claims priority to U.S. Provisional Patent Application No. 62/452,261, filed Jan. 30, 2017, U.S. Provisional Patent Application No. 62/500,943, filed May 3, 2017, and U.S. Provisional Patent Application No. 62/570,783, filed Oct. 11, 2017, each of which is entirely incorporated herein by reference for all purposes.
BACKGROUNDWhole genome amplification and sequencing technologies are beginning to find broader adoption. These technologies may not consider the heterogeneity of a sample; instead, they may assume that all species to be amplified or sequenced come from a homogeneous population of cells or other biological materials (such as viruses). However, certain applications may benefit from the amplification or sequencing of species obtained from single cells obtained from a much larger population. In some cases, the single cells of interest may be quite rare. For instance, cancerous cells may undergo continuous mutations in their deoxyribonucleic acid (DNA) sequences. Cancer researchers or oncologists may wish to amplify and sequence the genomes of such cells or of other individual cells. They may find, however, that sequencing data attributable to the single cells of interest is obscured by that arising from far more prevalent cells. Thus, there is a need for sample preparation techniques that allow partial or whole genome amplification and sequencing of single cells of interest.
SUMMARYProvided herein are methods and systems for sample preparation techniques that allow amplification (e.g., whole genome amplification, reverse transcription, amplification of cellular nucleic acids, etc.) and sequencing of single cells, which may be of interest. The methods and systems generally operate by bringing together a first liquid phase comprising a plurality of biological particles (e.g., particles comprising a cell or a cell component(s)), a second liquid phase comprising gel beads, and a third immiscible phase. The liquid phases may interact to form partitions (e.g., droplets). Some of the partitions may contain a single biological particle or a plurality of biological particles and one or more gel beads. The methods and systems may be configured to allow the implementation of a single operation or multi-operation chemical and/or biochemical processing within the partitions.
Methods and systems of the present disclosure may allow particular biochemical operations to occur in a droplet prior to allowing other biochemical operations to occur in the droplet. The droplet may contain a gel bead which may contain a tag (such as a barcode) that may be used to barcode macromolecular constituents (e.g., nucleic acid molecules) of a single biological particle.
Methods and systems of the present disclosure may be used to generate target sequence or sequencing reads (“reads”) specific to macromolecular constituents of interest at a higher rate than non-target specific reads. For instance, the methods and systems are characterized by their suppression of no template control (NTC) effects.
In an aspect, the present disclosure provides a method for analysis of a single biological particle, comprising (a) providing a first liquid phase comprising a plurality of biological particles; (b) providing a second liquid phase comprising a plurality of beads each including a tag to barcode one or more macromolecular constituents of each of the plurality of biological particles; (c) bringing the plurality of biological particles from the first liquid phase and the plurality of beads from the second liquid phase in contact with a third liquid phase that is immiscible with the first or second liquid phase, to partition each of the plurality of biological particles and the plurality of beads into a plurality of partitions (e.g., droplets), wherein upon partitioning, a given partition of the plurality of partitions includes a single biological particle from the plurality of biological particles and a single bead from the plurality of beads; (d) in the given partition (e.g., droplet), using the tag from the single bead to barcode the one or more macromolecular constituents of the single biological particle, forming one or more barcoded macromolecules; and (e) subjecting the barcoded macromolecules to sequencing to generate reads characterized by a specific target read(s) to non-target specific read(s) ratio greater than 1, which specific target read(s) of the reads is indicative of the one or more macromolecular constituents.
In some embodiments, the sequencing is nucleic acid sequencing. In some embodiments, the nucleic acid sequencing is massively parallel sequencing. In some embodiments, the nucleic acid sequencing is digital polymerase chain reaction (PCR).
In some embodiments, the specific target read(s) to non-target specific read(s) ratio is greater than 100. In some embodiments, the specific target read(s) to non-target specific read(s) ratio is greater than 1,000. In some embodiments, the specific target read(s) to non-target specific read(s) ratio is greater than 10,000. In some embodiments, the specific target read(s) to non-target specific read(s) ratio is greater than 100,000. In some embodiments, the specific target read(s) to non-target specific read(s) ratio is greater than 1,000,000. In some embodiments, the specific target read(s) to non-target specific read(s) ratio is greater than 10,000,000. In some embodiments, the specific target read(s) to non-target specific read(s) ratio is greater than 100,000,000. In some embodiments, the specific target read(s) to non-target specific read(s) ratio is greater than 1,000,000,000.
In some embodiments, the specific target read(s) correspond to one or more nucleic acid sequences from the single biological particle. In some embodiments, the non-target specific read(s) corresponds to one or more exogenous nucleic acid sequences.
In some embodiments, the plurality of partitions is a plurality of droplets. In some embodiments, the plurality of partitions is a plurality of wells.
In some embodiments, a given bead of the plurality of beads includes one or more tags coupled to a surface thereof and/or enclosed within the given bead.
In some embodiments, the plurality of partitions is part of a population of partitions that includes one or more partitions that are unoccupied by biological particles and/or beads.
In another aspect, the present disclosure provides a method for analysis of a single biological particle, comprising (a) providing a first liquid phase comprising a plurality of biological particles; (b) providing a second liquid phase comprising a plurality of beads each including a tag to barcode one or more macromolecular constituents of each of the plurality of biological particles; and (c) bringing the plurality of biological particles from the first liquid phase and the plurality of beads from the second liquid phase in contact with a third liquid phase that is immiscible with the first or second liquid phase, to partition each of the plurality of biological particles and the plurality of beads into a plurality of partitions, wherein upon partitioning, a given partition of the plurality of partitions includes a single biological particle from the plurality of biological particles and a single bead from the plurality of beads, wherein the single biological particle includes or is enclosed within a polymer or gel matrix.
In some embodiments, the first liquid phase further comprises precursors that are capable of being polymerized or gelled. In some embodiments, the method comprises subjecting the first liquid phase to conditions sufficient to polymerize or gel the precursors so as to encapsulate the single biological particle in the polymer or gel matrix. In some embodiments, the polymer or gel matrix is diffusively permeable to reagents while retaining the one or more macromolecular constituents.
In some embodiments, the method comprises subjecting the single biological particle to conditions sufficient to lyse the single biological particle to provide a lysed single biological particle. In some embodiments, the method comprises subjecting the lysed single biological particle to conditions sufficient to denature the one or more macromolecular constituents released from the lysed single biological particle. In some embodiments, the method comprises subjecting the lysed single biological particle to conditions sufficient to release the one or more macromolecular constituents from the polymer or gel matrix.
In some embodiments, the method comprises using the tag from the single bead to barcode the one or more macromolecular constituents, forming one or more barcoded macromolecules. In some embodiments, the method comprises subjecting the barcoded macromolecules to sequencing.
In some embodiments, the polymer or gel matrix includes one or more of disulfide crosslinked polyacrylamide, agarose, alginate, polyvinyl alcohol, PEG-diacrylate, PEG-acrylate/thiol, PEG-azide/alkyne, other acrylates, chitosan, hyaluronic acid, collagen, fibrin, gelatin, and elastin.
In some embodiments, the conditions sufficient to lyse the single biological particle comprises exposure to sodium hydroxide (NaOH). In some embodiments, the conditions sufficient to denature the one or more macromolecular constituents comprises exposure to sodium hydroxide (NaOH). In some embodiments, the conditions sufficient to release the one or more macromolecular constituents comprises exposure to dithiothreitol (DTT). In some embodiments, the one or more macromolecular constituents released from the lysed single biological particle are denatured prior to (c).
In some embodiments, the sequencing is nucleic acid sequencing. In some embodiments, the nucleic acid sequencing is massively parallel sequencing. In some embodiments, the nucleic acid sequencing is digital polymerase chain reaction (PCR).
In some embodiments, the third liquid phase includes an oil. In some embodiments, the oil includes a fluorinated hydrocarbon. In some embodiments, the first liquid phase and the second liquid phase are the same phase.
In some embodiments, the first liquid phase and the second liquid phase are mixed to provide a mixed phase, and the mixed phase is brought in contact with the oil phase.
In some embodiments, the single biological particle comprises an organelle. In some embodiments, the single biological particle comprises a virus. In some embodiments, the single biological particle comprises a cell. In some embodiments, the cell comprises a rare cell from a population of cells.
In some embodiments, the rare cell is present in a sample at a concentration of at least about 1 in 102 cells of the population of cells. In some embodiments, the rare cell is present in a sample at a concentration of at least about 1 in 103 cells of the population of cells. In some embodiments, the rare cell is present in a sample at a concentration of at least about 1 in 104 cells of the population of cells. In some embodiments, the rare cell is present in a sample at a concentration of at least about 1 in 105 cells of the population of cells. In some embodiments, the rare cell is present in a sample at a concentration of at least about 1 in 106 cells of the population of cells. In some embodiments, the rare cell is present in a sample at a concentration of at least about 1 in 107 cells of the population of cells. In some embodiments, the rare cell is present in a sample at a concentration of at least about 1 in 108 cells of the population of cells. In some embodiments, the rare cell is present in a sample at a concentration of at least about 1 in 109 cells of the population of cells. In some embodiments, the rare cell is present in a sample at a concentration of at least about 1 in 1010 cells of the population of cells. In some embodiments, the rare cell is present in a sample at a concentration of at least about 1 in 1011 cells of the population of cells. In some embodiments, the rare cell is present in a sample at a concentration of at least about 1 in 1012 cells of the population of cells. In some embodiments, the rare cell is present in a sample at a concentration of at least about 1 in 1013 cells of the population of cells. In some embodiments, the rare cell is present in a sample at a concentration of at least about 1 in 1014 cells of the population of cells. In some embodiments, the rare cell is present in a sample at a concentration of at least about 1 in 1015 cells of the population of cells.
In some embodiments, the rare cell is a cancerous cell. In some embodiments, the cancer cell is a circulating tumor cell. In some embodiments, the rare cell is a cell obtained from an in vitro fertilization procedure. In some embodiments, the rare cell is a cell obtained from an individual displaying genetic mosaicism. In some embodiments, the rare cell is a cell obtained from an organism produced using synthetic biology techniques. In some embodiments, the population of cells is a heterogeneous population of cells.
In some embodiments, the method comprises obtaining the plurality of biological particles. In some embodiments, the plurality of biological particles is obtained from a blood of a subject. In some embodiments, the plurality of biological particles includes cells. In some embodiments, the cells are cancerous cells. In some embodiments, the plurality of biological particles is obtained from a tissue of a subject.
In some embodiments, the one or more macromolecular constituents comprise deoxyribonucleic acid (DNA). In some embodiments, the one or more macromolecular constituents comprise ribonucleic acid (RNA). In some embodiments, the one or more macromolecular constituents comprise peptides or proteins.
In some embodiments, the tag is a primer. In some embodiments, (d) further comprises subjecting single biological particle to conditions sufficient for nucleic acid amplification. In some embodiments, the conditions sufficient for nucleic acid amplification comprise priming free amplification. In some embodiments, the priming free amplification comprises priming free amplification by polymerization at nick sites.
In some embodiments, the method further comprises using the tag to identify the one or more macromolecular constituents of the single biological particle from the plurality of biological particles. In some embodiments, the method further comprises subjecting the barcoded macromolecules to nucleic acid sequencing to identify the one or more macromolecular constituents. In some embodiments, the nucleic acid sequencing is untargeted sequencing. In some embodiments, the nucleic acid sequencing is targeted sequencing.
In some embodiments, the plurality of partitions is a plurality of droplets. In some embodiments, the plurality of partitions is a plurality of wells.
In some embodiments, a given bead of the plurality of beads includes one or more tags coupled to a surface thereof and/or enclosed within the given bead.
In some embodiments, the plurality of partitions is part of a population of partitions that includes one or more partitions that are unoccupied by biological particles and/or beads.
In another aspect, the present disclosure provides a method for analysis of a single biological particle, comprising (a) providing a plurality of biological particles, and a plurality of beads each including a tag to barcode one or more macromolecular constituents of each of the plurality of biological particles; and (b) partitioning the plurality of biological particles and the plurality of beads into a plurality of partitions, wherein upon partitioning, a given partition of the plurality of partitions includes a single biological particle from the plurality of biological particles and a single bead from the plurality of beads, wherein the single biological particle includes or is enclosed within a gel or polymer matrix within the given partition.
In some embodiments, the plurality of partitions is a plurality of droplets. In some embodiments, the plurality of partitions is a plurality of wells.
In some embodiments, a given bead of the plurality of beads includes one or more tags coupled to a surface thereof and/or enclosed within the given bead.
In some embodiments, the plurality of partitions is part of a population of partitions that includes one or more partitions that are unoccupied by biological particles and/or beads.
In another aspect, the present disclosure provides a system for analysis of a single biological particle, comprising a partition generator comprising (i) a first source of a first liquid phase comprising a plurality of biological particles, (ii) a second source of a second liquid phase comprising a plurality of beads each including a tag to barcode one or more macromolecular constituents of each of the plurality of biological particles, and (iii) a third source of a third liquid phase that is immiscible with the first or second liquid phase; and a controller operatively coupled to the partition generator, wherein the controller is programmed to (i) bring the first liquid phase from the first source and the second liquid phase from the second source in contact with the third liquid phase from the third source along a first channel to partition each of the plurality of biological particles and the plurality of beads into a plurality of partitions that flow along a second channel, wherein upon partitioning, a given partition of the plurality of partitions includes a single biological particle from the plurality of biological particles and a single bead from the plurality of beads; and (ii) in the given partition, use the tag from the single bead to barcode the one or more macromolecular constituents of the single biological particle, forming one or more barcoded macromolecules; and (iii) subject the barcoded macromolecules to sequencing to generate reads characterized by a specific target read(s) to non-target specific read(s) ratio greater than 1, which specific target read(s) of the reads is indicative of the one or more macromolecular constituents.
In another aspect, the present disclosure provides a system for analysis of a single biological particle, comprising a partition generator comprising (i) a first source of a first liquid phase comprising a plurality of biological particles, (ii) a second source of a second liquid phase comprising a plurality of beads each including a tag to barcode one or more macromolecular constituents of each of the plurality of biological particles, and (iii) a third source of a third liquid phase that is immiscible with the first or second liquid phase, wherein the first liquid phase further comprises precursors that are capable of being polymerized or gelled; and a controller operatively coupled to the partition generator, wherein the controller is programmed to bring the plurality of biological particles from the first liquid phase and the plurality of beads from the second liquid phase in contact with the third liquid phase that is immiscible with the first or second liquid phase, to partition each of the plurality of biological particles and the plurality of beads into a plurality of partitions, wherein upon partitioning, a given partition of the plurality of partitions includes a single biological particle from the plurality of biological particles and a single bead from the plurality of beads, wherein the single biological particle includes or is enclosed within a polymer or gel matrix.
In some embodiments, the third liquid phase includes an oil. In some embodiments, the first liquid phase and the second liquid phase are the same phase.
In some embodiments, the plurality of biological particles includes cells. In some embodiments, the plurality of biological particles is obtained from a tissue of a subject.
In some embodiments, the one or more macromolecular constituents comprise deoxyribonucleic acid (DNA). In some embodiments, the one or more macromolecular constituents comprise ribonucleic acid (RNA). In some embodiments, the tag is a primer.
In some embodiments, the controller subjects the single biological particle to conditions sufficient for nucleic acid amplification. In some embodiments, the controller is programmed to subject the single biological particle to conditions sufficient to barcode at least one macromolecular constituent from the single biological particle with at least one tag from the single bead.
In another aspect, the present disclosure provides a non-transitory computer-readable medium comprising machine-executable code that, upon execution by one or more computer processors, implements a method for analysis of a single biological particle, the method comprising (a) providing a first liquid phase comprising a plurality of biological particles; (b) providing a second liquid phase comprising a plurality of beads each including a tag to barcode one or more macromolecular constituents of each of the plurality of biological particles; (c) bringing the plurality of biological particles from the first liquid phase and the plurality of beads from the second liquid phase in contact with a third liquid phase that is immiscible with the first or second liquid phase, to partition each of the plurality of biological particles and the plurality of beads into a plurality of partitions, wherein upon partitioning, a given partition of the plurality of partitions includes a single biological particle from the plurality of biological particles and a single bead from the plurality of beads, wherein the single biological particle includes or is enclosed within a polymer or gel matrix.
In another aspect, the present disclosure provides a method for cellular analysis, comprising (a) partitioning a plurality of cells or derivatives thereof into a plurality of partitions, wherein upon partitioning, a given partition of the plurality of partitions includes a single cell or derivative thereof from the plurality of cells or derivatives thereof and a set of tags that are capable of barcoding one or more macromolecular constituents of the single cell or derivative thereof, wherein the single cell or derivative thereof includes or is enclosed within a gel or polymer matrix within the given partition; (b) using the set of tags to barcode the one or more macromolecular constituents from the single cell, thereby providing one or more barcoded macromolecules; and (c) analyzing the one or more barcoded macromolecules or derivatives thereof.
In some embodiments, the one or more macromolecular constituents include deoxyribonucleic acid. In some embodiments, the one or more macromolecular constituents include ribonucleic acid.
In some embodiments, the plurality of partitions are a plurality of droplets. In some embodiments, the plurality of partitions are a plurality of wells. In some embodiments, the set of tags is coupled to a bead in the given partition.
In some embodiments, the method further comprises releasing the one or more barcoded macromolecules or derivatives thereof from the given partition prior to analyzing.
In some embodiments, the method further comprises processing the single cell to include or be enclosed within the gel or polymer matrix prior to partitioning the plurality of cells into the plurality of partitions. In some embodiments, the method further comprises processing the single cell to include or be enclosed within the gel or polymer matrix after partitioning the plurality of cells into the plurality of partitions. In some embodiments, the cells are live cells.
In some embodiments, the live cells are capable of being cultured. In some embodiments, the live cells are capable of being cultured upon enclosure in or when comprising a gel or polymer matrix.
Tags (e.g., barcodes) may be enclosed within the plurality of beads. As an alternative or in addition to, tags may be coupled to surfaces of the plurality of beads. A given bead may include a plurality of tags.
In another aspect, the disclosure provides a method for processing or analyzing one or more components from a cell, comprising: (a) providing a plurality of cell beads and a plurality of barcode beads, wherein (i) a cell bead of the plurality of cell beads comprises the one or more components of the cell, which one or more components comprise a nucleic acid molecule, and (ii) a barcode bead of the plurality of barcode beads comprises a plurality of nucleic acid barcode molecules for barcoding the nucleic acid molecule; and (b) partitioning the plurality of cell beads and the plurality of barcode beads into a plurality of partitions, wherein upon partitioning, a partition of the plurality of partitions comprises the cell bead and the barcode bead.
In some embodiments, the method further comprises performing one or more reactions on the nucleic acid molecule. In some embodiments, the one or more reactions comprise nucleic acid modification, nucleic acid amplification, nucleic acid insertion, nucleic acid cleavage, reverse transcription, or any combination thereof. In some embodiments, the nucleic acid modification comprises ligation, digestion, methylation, random mutagenesis, bisulfite conversion, uracil hydrolysis, nucleic acid repair, capping, decapping, or any combination thereof. In some embodiments, the nucleic acid amplification comprises isothermal amplification or polymerase chain reaction. In some embodiments, the nucleic acid insertion comprises transposon-mediated insertion, CRISPR/Cas9-mediated insertion, or any combination thereof. In some embodiments, the nucleic acid cleavage comprises transposon-mediated cleavage, CRISPR/Cas9-mediated cleavage, or any combination thereof. In some embodiments, the one or more reactions are performed in the partition. In some embodiments, the one or more reactions are performed outside the partition. In some embodiments, the one or more reactions are performed prior to (a). In some embodiments, the one or more reactions are performed subsequent to (a).
In some embodiments, the method further comprises using the plurality of nucleic acid barcode molecules to generate a barcoded nucleic acid molecule from the nucleic acid molecule. In some embodiments, generating the barcoded nucleic acid molecule comprises nucleic acid amplification. In some embodiments, generating the barcoded nucleic acid molecule comprises ligation. In some embodiments, the method further comprises releasing the barcoded nucleic acid molecule from the partition. In some embodiments, the method further comprises subjecting the barcoded nucleic acid molecule or derivative thereof to sequencing. In some embodiments, the method further comprises, prior to the sequencing, subjecting the barcoded nucleic acid molecule or derivative thereof to nucleic acid amplification. In some embodiments, the nucleic acid amplification is isothermal amplification or polymerase chain reaction. In some embodiments, the polymerase chain reaction is digital polymerase chain reaction.
In some embodiments, the cell bead comprises the cell, and the cell bead comprising the cell is subjected to conditions sufficient to lyse the cell to generate the one or more components. In some embodiments, the cell bead is subject to the conditions sufficient to lyse the cell in the partition. In some embodiments, the conditions sufficient to lyse the cell comprise exposing the cell beads to a lysis agent. In some embodiments, the conditions sufficient to lyse the cell comprise exposing the cell beads to sodium hydroxide, potassium hydroxide, sodium dodecyl sulfate, a non-ionic surfactant, a saponin, a proteinase, a lytic enzyme, freeze thawing, ultraviolet light, heat, or any combination thereof. In some embodiments, the non-ionic surfactant is 4-(1,1,3,3-Tetramethylbutyl)phenyl-polyethylene glycol (TRITON X-100).
In some embodiments, the cell bead includes or is enclosed within a gel or polymer matrix within the partition. In some embodiments, the barcode bead includes or is enclosed within a gel or polymer matrix within the partition. In some embodiments, the polymer or gel matrix includes one or more members selected from the group consisting of disulfide crosslinked polyacrylamide, agarose, alginate, polyvinyl alcohol, PEG-diacrylate, PEG-acrylate/thiol, PEG-azide/alkyne, other acrylates, chitosan, hyaluronic acid, collagen, fibrin, gelatin, and elastin.
In some embodiments, the plurality of partitions is a plurality of droplets. In some embodiments, the plurality of partitions is a plurality of wells. In some embodiments, one or more nucleic acid barcode molecules of the plurality of nucleic acid barcode molecules are coupled to a surface of the barcode bead and/or enclosed within the barcode bead.
In some embodiments, the cell bead further comprises additional reagents. In some embodiments, the partition further comprises additional reagents. In some embodiments, the additional reagents comprise primers, reverse transcriptase enzymes, polymerases, nucleotides, proteases, transposons, endonucleases, switch oligonucleotides, lysis reagents, or any combination thereof. In some embodiments, the nucleic acid molecule is a deoxyribonucleic acid molecule. In some embodiments, the deoxyribonucleic acid molecule is genomic deoxyribonucleic acid. In some embodiments, the deoxyribonucleic acid molecule is complementary deoxyribonucleic acid. In some embodiments, the nucleic acid molecule is a ribonucleic acid molecule. In some embodiments, the ribonucleic acid molecule is messenger ribonucleic acid. In some embodiments, the method further comprises recovering the nucleic acid molecule or a derivative thereof from the partition.
In some embodiments, the barcode bead is degradable upon application of a stimulus. In some embodiments, the method further comprises releasing the plurality of nucleic acid barcode molecules upon application of the stimulus. In some embodiments, the stimulus is a chemical stimulus, a biological stimulus, a temperature change, exposure to light, a pH change, or any combination thereof. In some embodiments, the chemical stimulus is a reducing agent. In some embodiments, the reducing agent is dithiothreitol, P3-mercaptoethanol, (2S)-2-amino-1,4-dimercaptobutane, tris(2-carboxyethyl) phosphine, or any combination thereof. In some embodiments, the stimulus is a chemical or biological stimulus, and the partition comprises the stimulus. In some embodiments, the cell bead is degradable upon application of a stimulus. In some embodiments, the stimulus is a chemical stimulus, a biological stimulus, a temperature change, exposure to light, a pH change, or any combination thereof. In some embodiments, the chemical stimulus is a reducing agent. In some embodiments, the reducing agent is dithiothreitol, 3-mercaptoethanol, (2S)-2-amino-1,4-dimercaptobutane, tris(2-carboxyethyl) phosphine, or any combination thereof. In some embodiments, the stimulus is a chemical or biological stimulus, and the partition comprises the stimulus.
In some embodiments, the plurality of partitions is part of a population of partitions that includes one or more partitions that are unoccupied by a cell bead and/or a barcode bead.
In another aspect, the disclosure provides a system for processing or analyzing one or more components from a cell, comprising: a first channel in fluid communication with a first source comprising a plurality of cell beads, wherein a cell bead of the plurality of cell beads comprises the one or more components of the cell, which one or more components comprise a nucleic acid molecule; a second channel in fluid communication with a second source comprising a plurality of barcode beads, wherein a barcode bead of the plurality of barcode beads comprises a plurality of nucleic acid barcode molecules for barcoding the nucleic acid molecule; and a junction that brings a first phase comprising the plurality of cell beads from the first channel and the plurality of barcode beads from the second channel in contact with a second phase that is immiscible with the first phase, to yield a plurality of droplets comprising the plurality of cell beads and the plurality of barcode beads, wherein a droplet of the plurality of droplets comprises the cell bead and the barcode bead.
In some embodiments, the first channel and the second channel are the same channel. In some embodiments, the system further comprises a third channel in fluid communication with a third source comprising additional reagents, wherein the first phase comprises the additional reagents. In some embodiments, the system further comprises a fourth channel in fluid communication with a fourth source comprising additional reagents, wherein the first phase comprises the additional reagents. In some embodiments, the additional reagents are reagents for nucleic acid amplification, reagents that can degrade or dissolve cell beads and/or barcode beads, reagents that degrade linkages between barcodes and barcode beads, or any combination thereof.
Another aspect of the disclosure provides a composition comprising a cell bead of a plurality of cell beads and a barcode bead of a plurality of barcode beads, wherein the cell bead comprises one or more components from a cell, which one or more components comprise a nucleic acid molecule, and wherein the barcode bead comprises a plurality of nucleic acid barcode molecules for barcoding the nucleic acid molecule. In some embodiments, the cell bead further comprises additional reagents. In some embodiments, the additional reagents comprise primers, reverse transcriptase enzymes, polymerases, nucleotides, proteases, transposons, endonucleases, switch oligonucleotides, or any combination thereof. In some embodiments, the nucleic acid molecule is a deoxyribonucleic acid molecule. In some embodiments, the deoxyribonucleic acid molecule is genomic deoxyribonucleic acid. In some embodiments, the deoxyribonucleic acid molecule is complementary deoxyribonucleic acid. In some embodiments, the nucleic acid molecule is a ribonucleic acid molecule. In some embodiments, the ribonucleic acid molecule is messenger ribonucleic acid.
In another aspect, the disclosure provides a method for generating a cell bead, comprising: (a) providing a plurality of cells and a plurality of polymeric or gel precursors; (b) partitioning the plurality of cells and the plurality of polymeric or gel precursors into a plurality of partitions, wherein upon partitioning, a partition of the plurality of partitions comprises a cell of the plurality of cells and at least a portion of the polymeric or gel precursors; and (c) subjecting the partitions to conditions suitable for cross-linking or polymerizing the polymeric or gel precursors to generate the cell bead, wherein the cell bead encapsulates the cell. In some embodiments, the method further comprises, subsequent to (b), subjecting the cell bead to conditions sufficient to lyse the cell. In some embodiments, the conditions sufficient to lyse the cell comprise exposing the cell beads to a lysis agent. In some embodiments, the conditions sufficient to lyse the cell comprise exposing the cell beads to sodium hydroxide, potassium hydroxide, sodium dodecyl sulfate, a non-ionic surfactant, a saponin, a proteinase, a lytic enzyme, freeze thawing, ultraviolet light, heat, or any combination thereof. In some embodiments, the non-ionic surfactant is 4-(1,1,3,3-Tetramethylbutyl)phenyl-polyethylene glycol (TRITON X-100). In some embodiments, in (b), the partition comprises a bead. In some embodiments, the bead is a magnetic bead. In some embodiments, the magnetic bead is a paramagnetic particle.
Another aspect of the present disclosure provides a method for processing one or more nucleic acid molecules from a cell, comprising (a) providing a plurality of cells and a plurality of polymeric or gel precursors; (b) partitioning the plurality of cells and the plurality of polymeric or gel precursors into a plurality of partitions, wherein upon partitioning, a partition of the plurality of partitions comprises (i) a nucleic acid molecule, (ii) a cell of the plurality of cells and (iii) at least a portion of the polymeric or gel precursors; (c) subjecting the plurality of partitions to conditions sufficient to cross-link or polymerize the polymeric or gel precursors to form a plurality of cell beads; and (d) partitioning the plurality of cell beads and a plurality of barcode beads comprising a plurality of nucleic acid barcode molecules into an additional plurality of partitions, wherein upon partitioning, a partition of the additional plurality of partitions comprises the cell bead and the barcode bead. In some embodiments, the method further comprises, subsequent to (a), subjecting the plurality of partitions to conditions sufficient to lyse the plurality of cells, releasing the nucleic acid molecule from the cell into the partition. In some embodiments, the nucleic acid molecule is a deoxyribonucleic acid molecule. In some embodiments, the nucleic acid molecule is a ribonucleic acid molecule. In some embodiments, in (b), the partition comprises a bead. In some embodiments, the bead is a magnetic bead. In some embodiments, the magnetic bead is a paramagnetic particle. In some embodiments, the method further comprises performing one or more reactions on the nucleic acid molecule. In some embodiments, the method further comprises barcoding the nucleic acid molecule to generate a barcoded nucleic acid molecule. In some embodiments, the method further comprises, subsequent to (d), releasing the barcoded nucleic acid molecule from the partition. In some embodiments, the method further comprises subjecting the barcoded nucleic acid molecule or derivative thereof to sequencing.
Another aspect of the present disclosure provides a non-transitory computer readable medium comprising machine executable code that, upon execution by one or more computer processors, implements any of the methods above or elsewhere herein.
Another aspect of the present disclosure provides a system comprising one or more computer processors and computer memory coupled thereto. The computer memory comprises machine executable code that, upon execution by the one or more computer processors, implements any of the methods above or elsewhere herein.
Additional aspects and advantages of the present disclosure will become readily apparent to those skilled in this art from the following detailed description, wherein only illustrative embodiments of the present disclosure are shown and described. As will be realized, the present disclosure is capable of other and different embodiments, and its several details are capable of modifications in various obvious respects, all without departing from the disclosure. Accordingly, the drawings and description are to be regarded as illustrative in nature, and not as restrictive.
INCORPORATION BY REFERENCEAll publications, patents, and patent applications mentioned in this specification are herein incorporated by reference to the same extent as if each individual publication, patent, or patent application was specifically and individually indicated to be incorporated by reference. To the extent publications and patents or patent applications incorporated by reference contradict the disclosure contained in the specification, the specification is intended to supersede and/or take precedence over any such contradictory material.
The novel features of the invention are set forth with particularity in the appended claims. A better understanding of the features and advantages of the present invention will be obtained by reference to the following detailed description that sets forth illustrative embodiments, in which the principles of the invention are utilized, and the accompanying drawings (also “Figure” and “FIG.” herein), of which:
While various embodiments of the invention have been shown and described herein, it will be obvious to those skilled in the art that such embodiments are provided by way of example only. Numerous variations, changes, and substitutions may occur to those skilled in the art without departing from the invention. It should be understood that various alternatives to the embodiments of the invention described herein may be employed.
Where values are described as ranges, it will be understood that such disclosure includes the disclosure of all possible sub-ranges within such ranges, as well as specific numerical values that fall within such ranges irrespective of whether a specific numerical value or specific sub-range is expressly stated.
The term “barcode,” as used herein, generally refers to a label, or identifier, that conveys or is capable of conveying information about the analyte. A barcode can be part of an analyte. A barcode can be a tag attached to an analyte (e.g., nucleic acid molecule) or a combination of the tag in addition to an endogenous characteristic of the analyte (e.g., size of the analyte or end sequence(s)). A barcode may be unique. Barcodes can have a variety of different formats, for example, barcodes can include: polynucleotide barcodes; random nucleic acid and/or amino acid sequences; and synthetic nucleic acid and/or amino acid sequences. A barcode can be attached to an analyte in a reversible or irreversible manner. A barcode can be added to, for example, a fragment of a deoxyribonucleic acid (DNA) or ribonucleic acid (RNA) sample before, during, and/or after sequencing of the sample. Barcodes can allow for identification and/or quantification of individual sequencing-reads in real time.
The term “subject,” as used herein, generally refers to an animal, such as a mammalian species (e.g., human) or avian (e.g., bird) species, or other organism, such as a plant. The subject can be a vertebrate, a mammal, a mouse, a primate, a simian or a human. Animals may include, but are not limited to, farm animals, sport animals, and pets. A subject can be a healthy or asymptomatic individual, an individual that has or is suspected of having a disease (e.g., cancer) or a pre-disposition to the disease, or an individual that is in need of therapy or suspected of needing therapy. A subject can be a patient.
The term “genome,” as used herein, generally refers to an entirety of a subject's hereditary information. A genome can be encoded either in DNA or in RNA. A genome can comprise coding regions that code for proteins as well as non-coding regions. A genome can include the sequence of all chromosomes together in an organism. For example, the human genome has a total of 46 chromosomes. The sequence of all of these together may constitute a human genome.
The terms “adaptor(s)”, “adapter(s)” and “tag(s)” may be used synonymously. An adaptor or tag can be coupled to a polynucleotide sequence to be “tagged” by any approach including ligation, hybridization, or other approaches.
The term “sequencing,” as used herein, generally refers to methods and technologies for determining the sequence of nucleotide bases in one or more polynucleotides. The polynucleotides can be, for example, deoxyribonucleic acid (DNA) or ribonucleic acid (RNA), including variants or derivatives thereof (e.g., single stranded DNA). Sequencing can be performed by various systems currently available, such as, with limitation, a sequencing system by Illumina, Pacific Biosciences, Oxford Nanopore, or Life Technologies (Ion Torrent). Such devices may provide a plurality of raw genetic data corresponding to the genetic information of a subject (e.g., human), as generated by the device from a sample provided by the subject. In some situations, systems and methods provided herein may be used with proteomic information.
The term “variant,” as used herein, generally refers to a genetic variant, such as a nucleic acid molecule comprising a polymorphism. A variant can be a structural variant or copy number variant, which can be genomic variants that are larger than single nucleotide variants or short indels. A variant can be an alteration or polymorphism in a nucleic acid sample or genome of a subject. Single nucleotide polymorphisms (SNPs) are a form of polymorphisms. Polymorphisms can include single nucleotide variations (SNVs), insertions, deletions, repeats, small insertions, small deletions, small repeats, structural variant junctions, variable length tandem repeats, and/or flanking sequences. Copy number variants (CNVs), transversions and other rearrangements are also forms of genetic variation. A genomic alternation may be a base change, insertion, deletion, repeat, copy number variation, or transversion.
The term “bead,” as used herein, generally refers to a particle. The bead may be a solid or semi-solid particle. The bead may be a gel. The bead may be formed of a polymeric material. The bead may be magnetic or non-magnetic.
The term “sample,” as used herein, generally refers to a biological sample of a subject. The biological sample may be a nucleic acid sample or protein sample. The biological sample may be derived from another sample. The sample may be a tissue sample, such as a biopsy, core biopsy, needle aspirate, or fine needle aspirate. The sample may be a fluid sample, such as a blood sample, urine sample, or saliva sample. The sample may be a skin sample. The sample may be a cheek swap. The sample may be a plasma or serum sample. The sample may be a cell-free or cell free sample. A cell-free sample may include extracellular polynucleotides. Extracellular polynucleotides may be isolated from a bodily sample that may be selected from the group consisting of blood, plasma, serum, urine, saliva, mucosal excretions, sputum, stool and tears.
The term “cell bead,” as used herein, generally refers to a particulate material that comprises (e.g., encapsulates, contains, etc.) a cell (e.g., a cell, a fixed cell, a cross-linked cell), a virus, components of, or macromolecular constituents derived from a cell or virus. For example, a cell bead may comprise a virus and/or a cell. In some cases, a cell bead comprises a single cell. In some cases, a cell bead may comprise multiple cells adhered together. A cell bead may include any type of cell, including without limitation prokaryotic cells, eukaryotic cells, bacterial, fungal, plant, mammalian, or other animal cell types, mycoplasmas, normal tissue cells, tumor cells, a T-cell (e.g., CD4 T-cell, CD4 T-cell that comprises a dormant copy of human immunodeficiency virus (HIV)), a fixed cell, a cross-linked cell, a rare cell from a population of cells, or any other cell type, whether derived from single cell or multicellular organisms. Furthermore, a cell bead may comprise a live cell, such as, for example, a cell may be capable of being cultured. Moreover, in some examples, a cell bead may comprise a derivative of a cell, such as one or more components of the cell (e.g., an organelle, a cell protein, a cellular nucleic acid, genomic nucleic acid, messenger ribonucleic acid, a ribosome, a cellular enzyme, etc.). In some examples, a cell bead may comprise material obtained from a biological tissue, such as, for example, obtained from a subject. In some cases, cells, viruses or macromolecular constituents thereof are encapsulated within a cell bead. Encapsulation can be within a polymer or gel matrix that forms a structural component of the cell bead. In some cases, a cell bead is generated by fixing a cell in a fixation medium or by cross-linking elements of the cell, such as the cell membrane, the cell cytoskeleton, etc. In some cases, beads may or may not be generated without encapsulation within a larger cell bead.
The term “rare cell,” as used herein, generally refers to a cell which is present in a sample at a relatively low concentration. The rare cell may be a cancerous cell. The cancerous cell may be a circulating tumor cell. The rare cell may be obtained from an in vitro fertilization (IVF) procedure. The rare cell may be obtained from an individual displaying genetic mosaicism. The rare cell may be obtained from an organism produced using synthetic biology techniques. The rare cell may be present at a concentration of at most about 1 in 102, 1 in 103, 1 in 104, 1 in 105, 1 in 106, 1 in 107, 1 in 108, 1 in 109, 1 in 1010, 1 in 1011, 1 in 1012, 1 in 1013, 1 in 1014, or 1 in 1015 cells of the population of cells. The rare cell may be present at a concentration lying in a range defined by any two of the preceding values.
The term “macromolecular constituent,” as used herein, generally refers to a macromolecule that is a component of or is derived from a biological material (e.g., a cell, a fixed cell, a cross-linked cell, a virus, etc.). The macromolecular constituent may comprise a nucleic acid. Such a macromolecule can be encapsulated within a cell bead. The macromolecular constituent may comprise a nucleic acid. The macromolecular constituent may comprise deoxyribonucleic acid (DNA) or a variant or derivative thereof. The macromolecular constituent may comprise ribonucleic acid (RNA) or a variant or derivative thereof. The RNA may be coding or non-coding. The RNA may be messenger RNA (mRNA), ribosomal RNA (rRNA) or transfer RNA (tRNA), for example. The RNA may be a transcript. The RNA may be small RNA that are less than 200 nucleic acid bases in length, or large RNA that are greater than 200 nucleic acid bases in length. Small RNAs may include 5.8S ribosomal RNA (rRNA), 5S rRNA, transfer RNA (tRNA), microRNA (miRNA), small interfering RNA (siRNA), small nucleolar RNA (snoRNAs), Piwi-interacting RNA (piRNA), tRNA-derived small RNA (tsRNA) and small rDNA-derived RNA (srRNA). The RNA may be double-stranded RNA or single-stranded RNA. The RNA may be circular RNA. The macromolecular constituent may comprise a protein or a variant or derivative thereof. The macromolecular constituent may comprise a polynucleotide. The macromolecular constituent may comprise multiple polynucleotides. The macromolecular constituent may compromise chromatin or functional equivalents. The macromolecular constituent may comprise a peptide. The macromolecular constituent may comprise a polypeptide. The macromolecular constituent may comprise a polynucleotide/polypeptide complex.
The term “tag,” as used herein, generally refers to a material capable of binding to a macromolecular constituent (e.g., DNA, RNA or protein). The tag may bind to the macromolecular constituent with high affinity. The tag may bind to the macromolecular constituent with high specificity. The tag may comprise a nucleotide sequence. The tag may comprise an oligonucleotide or polypeptide sequence. The tag may comprise a DNA aptamer. The tag may be or comprise a primer. The tag may be or comprise a protein. The tag may comprise a polypeptide. The tag may be or include a barcode, such as a barcode sequence. The tag may be a molecular species or atomic species (e.g., atomic particle, collection of atomic particles, or quantum dot).
The term “microfluidic device,” as used herein generally refers to a device configured for fluid transport and having a fluidic channel through which fluid can flow with at least one dimension of no greater than about 10 millimeters (mm). The dimension can be any of length, width or height. In some cases, a microfluidic device comprises a fluidic channel having multiple dimensions of no greater than about 10 mm. A microfluidic device can also include a plurality of fluidic channels each having a dimension of no greater than about 10 mm. The dimension(s) of a given fluidic channel of a microfluidic device may vary depending, for example, on the particular configuration of the channel and/or channels and other features also included in the device.
In some examples, a dimension of a fluidic channel of a microfluidic device may be at most about 10 mm, at most about 9 mm, at most about 8 mm, at most about 7 mm, at most about 6 mm, at most about 5 mm, at most about 4 mm, at most about 3 mm, at most about 2 mm, at most about 1 mm, at most about 900 micrometers (μm), at most about 800 μm, at most 700 μm, at most about 600 μm, at most about 500 μm, at most about 400 μm, at most about 300 μm, at most about 200 μm, at most about 100 μm, at most about 90 μm, at most about 70 μm, at most about 60 μm, at most about 50 μm, at most about 40 μm, at most about 30 μm, at most about 20 μm, at most about 10 μm, at most about 8 μm, at most about 6 μm, at most about 4 μm, at most about 2 μm, at most about 1 μm or less. In some examples a dimension of a fluidic channel of a microfluidic device may be at least about 1 μm, at least about 2 μm, at least about 4 μm, at least about 6 μm, at least about 8 μm, at least about 10 μm, at least about 20 μm, at least about 30 μm, at least about 40 μm, at least about 50 μm, at least about 60 μm, at least about 70 μm, at least about 80 μm, at least about 90 μm, at least about 100 μm, at least about 200 μm, at least about 300 μm, at least about 400 μm, at least about 500 μm, at least about 600 μm, at least about 700 μm, at least about 800 μm, at least about 900 μm, at least about 1 mm, at least about 2 mm, at least about 3 mm, at least about 4 mm, at least about 5 mm, at least about 6 mm, at least about 7 mm, at least about 8 mm, at least about 9 mm, at least about 10 mm or more.
Microfluidic devices described herein can also include any additional components that can, for example, aid in regulating fluid flow, such as a fluid flow regulator (e.g., a pump, a source of pressure, etc.), features that aid in preventing clogging of fluidic channels (e.g., funnel features in channels; reservoirs positioned between channels, reservoirs that provide fluids to fluidic channels, etc.) and/or removing debris from fluid streams, such as, for example, filters. Additional microfluidic features are described in U.S. Patent Publication No. 2015/0292988, which is herein incorporated by reference in its entirety. Moreover, microfluidic devices may be configured as a fluidic chip that includes one or more reservoirs that supply fluids to an arrangement of microfluidic channels and also includes one or more reservoirs that receive fluids that have passed through the microfluidic device. In addition, microfluidic devices may be constructed of any suitable material(s), including polymer species and glass.
Nucleic acid sequencing technologies have yielded substantial results in sequencing biological materials, including providing substantial sequence information on individual organisms, and relatively pure biological samples. However, these systems have traditionally not been effective at being able to identify and characterize cells at the single cell level.
Many nucleic acid sequencing technologies derive the nucleic acids that they sequence from collections of cells obtained from tissue or other samples, such as biological fluids (e.g., blood, plasma, etc). The cells can be processed (e.g., all together) to extract the genetic material that represents an average of the population of cells, which can then be processed into sequencing ready DNA libraries that are configured for a given sequencing technology. Although often discussed in terms of DNA or nucleic acids, the nucleic acids derived from the cells may include DNA, or RNA, including, e.g., mRNA, total RNA, or the like, that may be processed to produce cDNA for sequencing. Following processing, absent a cell specific marker, attribution of genetic material as being contributed by a subset of cells or an individual cell may not be possible in such an ensemble approach.
In addition to the inability to attribute characteristics to particular subsets of cells or individual cells, such ensemble sample preparation methods can be, from the outset, predisposed to primarily identifying and characterizing the majority constituents in the sample of cells, and may not be designed to pick out the minority constituents, e.g., genetic material contributed by one cell, a few cells, or a small percentage of total cells in the sample. Likewise, where analyzing expression levels, e.g., of mRNA, an ensemble approach can be predisposed to presenting potentially inaccurate data from cell populations that are non-homogeneous in terms of expression levels. In some cases, where expression is high in a small minority of the cells in an analyzed population, and absent in the majority of the cells of the population, an ensemble method may indicate low level expression for the entire population.
These inaccuracies can be further magnified through processing operations used in generating the sequencing libraries from these samples. In particular, many next generation sequencing technologies (e.g., massively parallel sequencing) may rely upon the geometric amplification of nucleic acid fragments, such as via polymerase chain reaction, in order to produce sufficient DNA for the sequencing library. However, such amplification can be biased toward amplification of majority constituents in a sample, and may not preserve the starting ratios of such minority and majority components.
While some of these difficulties may be addressed by utilizing different sequencing systems, such as single molecule systems that do not require amplification, the single molecule systems, as well as the ensemble sequencing methods of other next generation sequencing systems, can also have large input DNA requirements. Some single molecule sequencing systems, for example, can have sample input DNA requirements of from 500 nanograms (ng) to upwards of 10 micrograms (μg), which may not be obtainable from individual cells or even small subpopulations of cells. Likewise, other NGS systems can be optimized for starting amounts of sample DNA in the sample of from approximately 50 ng to about 1 μg, for example.
Disclosed herein are methods and systems for characterizing macromolecular constituents from small populations of biological materials (e.g., cells or viruses), and in some cases, for characterizing macromolecular constituents from single cells. The methods described herein may compartmentalize the analysis of individual cells or small populations of cells, including e.g., nucleic acids from individual cells or small groups of cells, and then allow that analysis to be attributed back to the individual cell or small group of cells from which the nucleic acids were derived. This can be accomplished regardless of whether the cell population represents a 50/50 mix of cell types, a 90/10 mix of cell types, or virtually any ratio of cell types, as well as a complete heterogeneous mix of different cell types, or any mixture between these. Differing cell types may include cells from different tissue types of an individual or the same tissue type from different individuals, or biological organisms such as microorganisms from differing genera, species, strains, variants, or any combination of any or all of the foregoing. For example, differing cell types may include normal and tumor tissue from an individual, various cell types obtained from a human subject such as a variety of immune cells (e.g., B cells, T cells, and the like), multiple different bacterial species, strains and/or variants from environmental, forensic, microbiome or other samples, or any of a variety of other mixtures of cell types.
In an aspect, the methods and systems described herein, provide for the compartmentalization, depositing or partitioning of a cell or virus (e.g., a cell) or the macromolecular constituent(s) of the cell or virus from a sample into discrete compartments or partitions (referred to interchangeably herein as partitions), where each partition maintains separation of its own contents from the contents of other partitions. These partitions may themselves be partitioned into additional partitions, such as, for example, droplets or wells. Unique identifiers, e.g., barcodes, may be previously, subsequently or concurrently delivered to the cell or virus or macromolecular constituent(s) of the cell or virus, in order to allow for the later attribution of the characteristics of the cell or virus to the particular compartment. Barcodes may be delivered, for example on an oligonucleotide, to a partition via any suitable mechanism.
An overview of an example method 100 for generating partitions comprising partitions encapsulating a cell (e.g., a fixed cell, a cross-linked cell) or virus or its macromolecular constituent(s) and barcodes is schematically depicted in
Continuing with
The resuspended cell beads 106 can then, in bulk 112, be subjected conditions suitable to lyse cells or viruses associated with the cell beads 106 and, separately or contemporaneously, also subjected, in bulk, to conditions to denature nucleic acids derived from the cells or viruses associated with the cell beads 106. The polymeric matrix of the cell beads 106 effectively hinders or prohibits diffusion of larger molecules, such as nucleic acids, from the cell beads 106. The cell beads 106 are sufficiently porous to denaturation agents that permit denaturation of trapped nucleic acids within the cell beads 106. In some cases, the cell beads can then be subjected, in bulk, to conditions suitable for performing one or more reactions on nucleic acids derived from the cells or viruses associated with the cell beads 106. Additional details and examples regarding reactions on nucleic acids are provided elsewhere herein. The resulting cell beads 113 are then collected 114 and can be stored prior to initiation of phase 130.
In phase 130, droplets comprising the cell beads 113 and barcode beads (e.g., gel beads) 122 comprising barcode sequences are generated. As shown in
Alternatively, cell beads and barcode beads can be mixed before introduction into the microfluidic chip. In this case, a single reservoir of the microfluidic chip 123 comprises a mixture of cell beads and barcode beads. The ratio of cell beads to barcode beads in the mixture can be varied to alter the number of droplets generated that comprise a single cell bead and a single barcode bead. The mixture of cell beads and barcode beads may be flowed (e.g., via the action of an applied force, such as negative pressure via a vacuum or positive pressure via a pump) from the reservoir to a first channel junction, in some cases together with materials from reservoirs 127 and/or 128. As an alternative or in addition to, cells may be mixed with barcode beads. For example, a collection of cells and cell beads may be mixed with barcode beads, or a collection of cells may be mixed with barcode beads.
In some examples, the mixture comprising cell beads (or cells), barcode beads, and in some cases additional reagents is then flowed to a second channel junction, to which oil 121 is also provided. The aqueous mixture provided from the first channel junction is immiscible with the oil 121 resulting in the generation of a suspension of aqueous droplets 125 in the oil 124 which then flow to a reservoir and represent the product from the microfluidic process. The microfluidic chip can also include a reservoir 129 that can accept excess oil from the stream emerging from the second channel. Flow can be controlled within the microfluidic chip 123 via any suitable strategy, including the use of one or more flow regulators (see
As in 126 of
As an alternative, the channel segments 3101 and 3102 may meet at another junction upstream of the junction 3110. At such junction, beads and cell beads may form a mixture that is directed along another channel to the junction 3110 to yield droplets 3120. The mixture may provide the beads and cell beads in an alternating fashion, such that, for example, a droplet comprises a single bead and a single cell bead.
Beads, cell beads and droplets may flow along channels at substantially regular flow profiles (e.g., at regular flow rates). Such regular flow profiles may permit a droplet to include a single bead and a single cell bead. Such regular flow profiles may permit the droplets to have an occupancy (e.g., droplets having beads and cell beads) greater than 5%, 10%, 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90%, or 95%. Such regular flow profiles and devices that may be used to provide such regular flow profiles are provided in, for example, U.S. Patent Publication No. 2015/0292988, which is entirely incorporated herein by reference.
The second fluid 3118 can comprise an oil, such as a fluorinated oil, that includes a fluorosurfactant for stabilizing the resulting droplets, for example, inhibiting subsequent coalescence of the resulting droplets 3120.
A discrete droplet that is generated may include an individual cell bead 3116. A discrete droplet that is generated may include a barcode or other reagent carrying bead 3114. A discrete droplet generated may include both an individual cell bead and a barcode carrying bead, such as droplets 3120. In some instances, a discrete droplet may include more than one individual cell bead or no cell bead. In some instances, a discrete droplet may include more than one bead or no bead. A discrete droplet may be unoccupied (e.g., no beads, no cell beads).
Beneficially, a discrete droplet partitioning a cell bead and a barcode carrying bead may effectively allow the attribution of the barcode to macromolecular constituents of the cell bead within the partition. The contents of a partition may remain discrete from the contents of other partitions.
As will be appreciated, the channel segments described herein may be coupled to any of a variety of different fluid sources or receiving components, including reservoirs, tubing, manifolds, or fluidic components of other systems. As will be appreciated, the microfluidic channel structure 3100 may have other geometries. For example, a microfluidic channel structure can have more than one channel junctions. For example, a microfluidic channel structure can have 2, 3, 4, or 5 channel segments each carrying beads that meet at a channel junction. Fluid may be directed flow along one or more channels or reservoirs via one or more fluid flow units. A fluid flow unit can comprise compressors (e.g., providing positive pressure), pumps (e.g., providing negative pressure), actuators, and the like to control flow of the fluid. Fluid may also or otherwise be controlled via applied pressure differentials, centrifugal force, electrokinetic pumping, vacuum, capillary or gravity flow, or the like.
A partition may be a droplet. The droplet may be formed by bringing a first phase in contact with a second phase that is immiscible with the first phase. As an alternative, the partition may be a well as part of a plurality of wells. As another alternative, the partition may be a chamber as part of a plurality of chambers. Partitions may be fluidically isolated from one another.
In some embodiments, barcoded oligonucleotides are delivered to a partition via a microcapsule, such as a bead (e.g., gel bead) or a droplet. In some cases, barcoded oligonucleotides are initially associated with the microcapsule and then released from the microcapsule upon application of a stimulus which allows the oligonucleotides to dissociate or to be released from the microcapsule.
A microcapsule, in some embodiments, comprises a bead, such as a droplet comprising the bead. As an alternative, the microcapsule can be a bead (e.g., gel bead). In some embodiments, a bead may be porous, non-porous, solid, semi-solid, semi-fluidic, or fluidic. In some embodiments, a bead may be dissolvable, disruptable, or degradable. In some cases, a bead may not be degradable. The bead may be a solid or semi-solid particle. In some embodiments, the bead may be a gel bead. A gel bead may be a hydrogel bead. A gel bead may be formed from molecular precursors, such as a polymeric or monomeric species. A semi-solid bead may be a liposomal bead. Solid beads may comprise metals including iron oxide, gold, and silver. In some cases, the beads are silica beads. In some cases, the beads are rigid. In some cases, the beads may be flexible and/or compressible.
In some embodiments, the bead may contain molecular precursors (e.g., monomers or polymers), which may form a polymer network via polymerization of the precursors. In some cases, a precursor may be an already polymerized species capable of undergoing further polymerization via, for example, a chemical cross-linkage. In some cases, a precursor comprises one or more of an acrylamide or a methacrylamide monomer, oligomer, or polymer. In some cases, the bead may comprise prepolymers, which are oligomers capable of further polymerization. For example, polyurethane beads may be prepared using prepolymers. In some cases, the bead may contain individual polymers that may be further polymerized together. In some cases, beads may be generated via polymerization of different precursors, such that they comprise mixed polymers, co-polymers, and/or block co-polymers.
A bead may comprise natural and/or synthetic materials. For example, a polymer can be a natural polymer or a synthetic polymer. In some cases, a bead comprises both natural and synthetic polymers. Examples of natural polymers include proteins and sugars such as deoxyribonucleic acid, rubber, cellulose, starch (e.g., amylose, amylopectin), proteins, enzymes, polysaccharides, silks, polyhydroxyalkanoates, chitosan, dextran, collagen, carrageenan, ispaghula, acacia, agar, gelatin, shellac, sterculia gum, xanthan gum, Corn sugar gum, guar gum, gum karaya, agarose, alginic acid, alginate, or natural polymers thereof. Examples of synthetic polymers include acrylics, nylons, silicones, spandex, viscose rayon, polycarboxylic acids, polyvinyl acetate, polyacrylamide, polyacrylate, polyethylene glycol, polyurethanes, polylactic acid, silica, polystyrene, polyacrylonitrile, polybutadiene, polycarbonate, polyethylene, polyethylene terephthalate, poly(chlorotrifluoroethylene), poly(ethylene oxide), poly(ethylene terephthalate), polyethylene, polyisobutylene, poly(methyl methacrylate), poly(oxymethylene), polyformaldehyde, polypropylene, polystyrene, poly(tetrafluoroethylene), poly(vinyl acetate), poly(vinyl alcohol), poly(vinyl chloride), poly(vinylidene dichloride), poly(vinylidene difluoride), poly(vinyl fluoride) and combinations (e.g., co-polymers) thereof. Beads may also be formed from materials other than polymers, including lipids, micelles, ceramics, glass-ceramics, material composites, metals, other inorganic materials, and others.
In some cases, a chemical cross-linker may be a precursor used to cross-link monomers during polymerization of the monomers and/or may be used to attach oligonucleotides (e.g., barcoded oligonucleotides) to the bead. In some cases, polymers may be further polymerized with a cross-linker species or other type of monomer to generate a further polymeric network. Non-limiting examples of chemical cross-linkers (also referred to as a “crosslinker” or a “crosslinker agent” herein) include cystamine, gluteraldehyde, dimethyl suberimidate, N-Hydroxysuccinimide crosslinker BS3, formaldehyde, carbodiimide (EDC), SMCC, Sulfo-SMCC, vinylsilane, N,N′diallyltartardiamide (DATD), N,N′-Bis(acryloyl)cystamine (BAC), or homologs thereof. In some cases, the crosslinker used in the present disclosure contains cystamine.
Crosslinking may be permanent or reversible, depending upon the particular crosslinker used. Reversible crosslinking may allow for the polymer to linearize or dissociate under appropriate conditions. In some cases, reversible cross-linking may also allow for reversible attachment of a material bound to the surface of a bead. In some cases, a cross-linker may form disulfide linkages. In some cases, the chemical cross-linker forming disulfide linkages may be cystamine or a modified cystamine.
In some embodiments, disulfide linkages can be formed between molecular precursor units (e.g., monomers, oligomers, or linear polymers) or precursors incorporated into a bead and oligonucleotides. Cystamine (including modified cystamines), for example, is an organic agent comprising a disulfide bond that may be used as a crosslinker agent between individual monomeric or polymeric precursors of a bead. Polyacrylamide may be polymerized in the presence of cystamine or a species comprising cystamine (e.g., a modified cystamine) to generate polyacrylamide gel beads comprising disulfide linkages (e.g., chemically degradable beads comprising chemically-reducible cross-linkers). The disulfide linkages may permit the bead to be degraded (or dissolved) upon exposure of the bead to a reducing agent.
In some embodiments, chitosan, a linear polysaccharide polymer, may be crosslinked with glutaraldehyde via hydrophilic chains to form a bead. Crosslinking of chitosan polymers may be achieved by chemical reactions that are initiated by heat, pressure, change in pH, and/or radiation.
In some embodiments, the bead may comprise covalent or ionic bonds between polymeric precursors (e.g., monomers, oligomers, linear polymers), oligonucleotides, primers, and other entities. In some cases, the covalent bonds comprise carbon-carbon bonds or thioether bonds.
In some cases, a bead may comprise an acrydite moiety, which in certain aspects may be used to attach one or more oligonucleotides (e.g., barcode sequence, barcoded oligonucleotide, primer, or other oligonucleotide) to the bead. In some cases, an acrydite moiety can refer to an acrydite analogue generated from the reaction of acrydite with one or more species, such as, the reaction of acrydite with other monomers and cross-linkers during a polymerization reaction. Acrydite moieties may be modified to form chemical bonds with a species to be attached, such as an oligonucleotide (e.g., barcode sequence, barcoded oligonucleotide, primer, or other oligonucleotide). Acrydite moieties may be modified with thiol groups capable of forming a disulfide bond or may be modified with groups already comprising a disulfide bond. The thiol or disulfide (via disulfide exchange) may be used as an anchor point for a species to be attached or another part of the acrydite moiety may be used for attachment. In some cases, attachment is reversible, such that when the disulfide bond is broken (e.g., in the presence of a reducing agent), the attached species is released from the bead. In other cases, an acrydite moiety comprises a reactive hydroxyl group that may be used for attachment.
Functionalization of beads for attachment of oligonucleotides may be achieved through a wide range of different approaches, including activation of chemical groups within a polymer, incorporation of active or activatable functional groups in the polymer structure, or attachment at the pre-polymer or monomer stage in bead production.
For example, precursors (e.g., monomers, cross-linkers) that are polymerized to form a bead may comprise acrydite moieties, such that when a bead is generated, the bead also comprises acrydite moieties. The acrydite moieties can be attached to an oligonucleotide, such as a primer (e.g., a primer for amplifying target nucleic acids, barcoded oligonucleotide, etc) to be incorporated into the bead. In some cases, the primer comprises a P5 sequence for attachment to a sequencing flow cell for Illumina sequencing. In some cases, the primer comprises a P7 sequence for attachment to a sequencing flow cell for Illumina sequencing. In some cases, the primer comprises a barcode sequence. In some cases, the primer further comprises a unique molecular identifier (UMI). In some cases, the primer comprises an R1 primer sequence for Illumina sequencing. In some cases, the primer comprises an R2 primer sequence for Illumina sequencing.
In some cases, precursors comprising a functional group that is reactive or capable of being activated such that it becomes reactive can be polymerized with other precursors to generate gel beads comprising the activated or activatable functional group. The functional group may then be used to attach additional species (e.g., disulfide linkers, primers, other oligonucleotides, etc.) to the gel beads. For example, some precursors comprising a carboxylic acid (COOH) group can co-polymerize with other precursors to form a gel bead that also comprises a COOH functional group. In some cases, acrylic acid (a species comprising free COOH groups), acrylamide, and bis(acryloyl)cystamine can be co-polymerized together to generate a gel bead comprising free COOH groups. The COOH groups of the gel bead can be activated (e.g., via 1-Ethyl-3-(3-dimethylaminopropyl)carbodiimide (EDC) and N-Hydroxysuccinimide (NHS) or 4-(4,6-Dimethoxy-1,3,5-triazin-2-yl)-4-methylmorpholinium chloride (DMTMM)) such that they are reactive (e.g., reactive to amine functional groups where EDC/NHS or DMTMM are used for activation). The activated COOH groups can then react with an appropriate species (e.g., a species comprising an amine functional group where the carboxylic acid groups are activated to be reactive with an amine functional group) comprising a moiety to be linked to the bead.
Beads comprising disulfide linkages in their polymeric network may be functionalized with additional species via reduction of some of the disulfide linkages to free thiols. The disulfide linkages may be reduced via, for example, the action of a reducing agent (e.g., DTT, TCEP, etc.) to generate free thiol groups, without dissolution of the bead. Free thiols of the beads can then react with free thiols of a species or a species comprising another disulfide bond (e.g., via thiol-disulfide exchange) such that the species can be linked to the beads (e.g., via a generated disulfide bond). In some cases, free thiols of the beads may react with any other suitable group. For example, free thiols of the beads may react with species comprising an acrydite moiety. The free thiol groups of the beads can react with the acrydite via Michael addition chemistry, such that the species comprising the acrydite is linked to the bead. In some cases, uncontrolled reactions can be prevented by inclusion of a thiol capping agent such as N-ethylmalieamide or iodoacetate.
Activation of disulfide linkages within a bead can be controlled such that a small number of disulfide linkages are activated. Control may be exerted, for example, by controlling the concentration of a reducing agent used to generate free thiol groups and/or concentration of reagents used to form disulfide bonds in bead polymerization. In some cases, a low concentration (e.g., molecules of reducing agent:gel bead ratios of less than about 10,000, less than about 100,000, less than about 1,000,000, less than about 10,000,000, less than about 100,000,000, less than about 1,000,000,000, less than about 10,000,000,000, or less than about 100,000,000,000) of reducing agent may be used for reduction. Controlling the number of disulfide linkages that are reduced to free thiols may be useful in ensuring bead structural integrity during functionalization. In some cases, optically-active agents, such as fluorescent dyes may be may be coupled to beads via free thiol groups of the beads and used to quantify the number of free thiols present in a bead and/or track a bead.
In some cases, addition of moieties to a gel bead after gel bead formation may be advantageous. For example, addition of an oligonucleotide (e.g., barcoded oligonucleotide) after gel bead formation may avoid loss of the species during chain transfer termination that can occur during polymerization. Moreover, smaller precursors (e.g., monomers or cross linkers that do not comprise side chain groups and linked moieties) may be used for polymerization and can be minimally hindered from growing chain ends due to viscous effects. In some cases, functionalization after gel bead synthesis can minimize exposure of species (e.g., oligonucleotides) to be loaded with potentially damaging agents (e.g., free radicals) and/or chemical environments. In some cases, the generated gel may possess an upper critical solution temperature (UCST) that can permit temperature driven swelling and collapse of a bead. Such functionality may aid in oligonucleotide (e.g., a primer) infiltration into the bead during subsequent functionalization of the bead with the oligonucleotide. Post-production functionalization may also be useful in controlling loading ratios of species in beads, such that, for example, the variability in loading ratio is minimized. Species loading may also be performed in a batch process such that a plurality of beads can be functionalized with the species in a single batch.
In some cases, beads can be non-covalently loaded with one or more reagents. The beads can be non-covalently loaded by, for instance, subjecting the beads to conditions sufficient to swell the beads, allowing sufficient time for the reagents to diffuse into the interiors of the beads, and subjecting the beads to conditions sufficient to de-swell the beads. The swelling of the beads may be accomplished, for instance, by placing the beads in a thermodynamically favorable solvent, subjecting the beads to a higher or lower temperature or temperature change, subjecting the beads to a higher or lower ion concentration, and/or subjecting the beads to an electric field. The de-swelling of the beads may be accomplished, for instance, by transferring the beads in a thermodynamically unfavorable solvent, subjecting the beads to a lower or high temperature or temperature change different from that use to swell the beads, subjecting the beads to a lower or higher ion concentration different from that used to swell the beads, and/or removing the electric field.
Transferring the beads may cause pores in the beads to shrink. Such shrinking may then hinder reagents within the beads from diffusing out of the interiors of the beads. The hindrance may be due to steric interactions between the reagents and the interiors of the beads. The transfer may be accomplished microfluidically. For instance, the transfer may be achieved by moving the beads from one co-flowing solvent stream to a different co-flowing solvent stream. The swellability and/or pore size of the beads may be adjusted by changing the polymer composition of the bead.
In some cases, an acrydite moiety linked to precursor, another species linked to a precursor, or a precursor itself comprises a labile bond, such as chemically, thermally, or photo-sensitive bonds e.g., disulfide bonds, UV sensitive bonds, or the like. Once acrydite moieties or other moieties comprising a labile bond are incorporated into a bead, the bead may also comprise the labile bond. The labile bond may be, for example, useful in reversibly linking (e.g., covalently linking) species (e.g., barcodes, primers, etc.) to a bead. In some cases, a thermally labile bond may include a nucleic acid hybridization based attachment, e.g., where an oligonucleotide is hybridized to a complementary sequence that is attached to the bead, such that thermal melting of the hybrid releases the oligonucleotide, e.g., a barcode containing sequence, from the bead or microcapsule.
The addition of multiple types of labile bonds to a gel bead may result in the generation of a bead capable of responding to varied stimuli. Each type of labile bond may be sensitive to an associated stimulus (e.g., chemical stimulus, light, temperature, etc.) such that release of species attached to a bead via each labile bond may be controlled by the application of the appropriate stimulus. Such functionality may be useful in controlled release of species from a gel bead. In some cases, another species comprising a labile bond may be linked to a gel bead after gel bead formation via, for example, an activated functional group of the gel bead as described above. Barcodes that are releasably, cleavably or reversibly attached to the beads described herein include barcodes that are released or releasable through cleavage of a linkage between the barcode molecule and the bead, or that are released through degradation of the underlying bead itself, allowing the barcodes to be accessed or accessible by other reagents, or both.
The barcodes that are releasable as described herein may sometimes be referred to as being activatable, in that they are available for reaction once released. Thus, for example, an activatable barcode may be activated by releasing the barcode from a bead (or other suitable type of partition described herein). Other activatable configurations are also envisioned in the context of the described methods and systems.
In addition to thermally cleavable bonds, disulfide bonds and UV sensitive bonds, other non-limiting examples of labile bonds that may be coupled to a precursor or bead include an ester linkage (e.g., cleavable with an acid, a base, or hydroxylamine), a vicinal diol linkage (e.g., cleavable via sodium periodate), a Diels-Alder linkage (e.g., cleavable via heat), a sulfone linkage (e.g., cleavable via a base), a silyl ether linkage (e.g., cleavable via an acid), a glycosidic linkage (e.g., cleavable via an amylase), a peptide linkage (e.g., cleavable via a protease), or a phosphodiester linkage (e.g., cleavable via a nuclease (e.g., DNAase)).
Species that do not participate in polymerization may also be encapsulated in beads during bead generation (e.g., during polymerization of precursors). Such species may be entered into polymerization reaction mixtures such that generated beads comprise the species upon bead formation. In some cases, such species may be added to the gel beads after formation. Such species may include, for example, oligonucleotides, reagents for a nucleic acid amplification reaction (e.g., primers (e.g. random primers, primers specific for a given DNA loci), polymerases, nucleotides (e.g. unmodified nucleotides, modified nucleotides, or non-canonical nucleotides), co-factors (e.g., ionic co-factors)) including those described herein, reagents for enzymatic reactions (e.g., enzymes, co-factors, substrates), reagents for reverse transcription (e.g. oligonucleotide primers or reverse transcriptase), or reagents for nucleic acid modification reactions such as polymerization, ligation, digestion, methylation, random mutagenesis, bisulfite conversion, uracil hydrolysis, nucleic acid repair, nucleic acid insertion or cleavage (e.g. via CRISPR/Cas9-mediated or transposon-mediated insertion or cleavage), capping, or decapping. Trapping of such species may be controlled by the polymer network density generated during polymerization of precursors, control of ionic charge within the gel bead (e.g., via ionic species linked to polymerized species), or by the release of other species. Encapsulated species may be released from a bead upon bead degradation and/or by application of a stimulus capable of releasing the species from the bead. In some cases, barcode sequences (e.g., oligonucleotides comprising barcode sequences) may also be encapsulated within a bead and, in some cases, can be released from a bead via bead degradation and/or by application of a stimulus capable of releasing the species from the bead.
Beads may be of uniform size or heterogeneous size. In some cases, the diameter of a bead may be about 1 μm, 5 μm, 10 μm, 20 μm, 30 μm, 40 μm, 50 μm, 60 μm, 70 μm, 80 μm, 90 μm, 100 μm, 250 μm, 500 μm, or 1 mm. In some cases, a bead may have a diameter of at least about 1 μm, 5 μm, 10 μm, 20 μm, 30 μm, 40 μm, 50 μm, 60 μm, 70 μm, 80 μm, 90 μm, 100 μm, 250 μm, 500 μm, 1 mm, or more. In some cases, a bead may have a diameter of less than about 1 μm, 5 μm, 10 μm, 20 μm, 30 μm, 40 μm, 50 μm, 60 μm, 70 μm, 80 μm, 90 μm, 100 μm, 250 μm, 500 μm, or 1 mm. In some cases, a bead may have a diameter in the range of about 40-75 μm, 30-75 μm, 20-75 μm, 40-85 μm, 40-95 μm, 20-100 μm, 10-100 μm, 1-100 μm, 20-250 μm, or 20-500 μm.
In certain aspects, beads are provided as a population or plurality of beads having a relatively monodisperse size distribution. To provide relatively consistent amounts of reagents within partitions, maintaining relatively consistent bead characteristics, such as size, can contribute to the overall consistency. In particular, the beads described herein may have size distributions that have a coefficient of variation in their cross-sectional dimensions of less than 50%, less than 40%, less than 30%, less than 20%, and in some cases less than 15%, less than 10%, or less than 5%.
Beads may be of any suitable shape. Examples of bead shapes include, but are not limited to, spherical, non-spherical, oval, oblong, amorphous, circular, cylindrical, and variations thereof.
In addition to, or as an alternative to the cleavable linkages between the beads and the associated molecules, e.g., barcode containing oligonucleotides, described above, the beads may be degradable, disruptable, or dissolvable spontaneously or upon exposure to one or more stimuli (e.g., temperature changes, pH changes, exposure to particular chemical species or phase, exposure to light, reducing agent, etc.). In some cases, a bead may be dissolvable, such that material components of the beads are solubilized when exposed to a particular chemical species or an environmental change, such as a change temperature or a change in pH. In some cases, a gel bead is degraded or dissolved at elevated temperature and/or in basic conditions. In some cases, a bead may be thermally degradable such that when the bead is exposed to an appropriate change in temperature (e.g., heat), the bead degrades. Degradation or dissolution of a bead bound to a species (e.g., a oligonucleotide, e.g., barcoded oligonucleotide) may result in release of the species from the bead.
A degradable bead may comprise one or more species with a labile bond such that, when the bead/species is exposed to the appropriate stimuli, the bond is broken and the bead degrades. The labile bond may be a chemical bond (e.g., covalent bond, ionic bond) or may be another type of physical interaction (e.g., van der Waals interactions, dipole-dipole interactions, etc.). In some cases, a crosslinker used to generate a bead may comprise a labile bond. Upon exposure to the appropriate conditions, the labile bond can be broken and the bead degraded. For example, upon exposure of a polyacrylamide gel bead comprising cystamine crosslinkers to a reducing agent, the disulfide bonds of the cystamine can be broken and the bead degraded.
A degradable bead may be useful in more quickly releasing an attached species (e.g., an oligonucleotide, a barcode sequence, a primer, etc) from the bead when the appropriate stimulus is applied to the bead as compared to a bead that does not degrade. For example, for a species bound to an inner surface of a porous bead or in the case of an encapsulated species, the species may have greater mobility and accessibility to other species in solution upon degradation of the bead. In some cases, a species may also be attached to a degradable bead via a degradable linker (e.g., disulfide linker). The degradable linker may respond to the same stimuli as the degradable bead or the two degradable species may respond to different stimuli. For example, a barcode sequence may be attached, via a disulfide bond, to a polyacrylamide bead comprising cystamine. Upon exposure of the barcoded-bead to a reducing agent, the bead degrades and the barcode sequence is released upon breakage of both the disulfide linkage between the barcode sequence and the bead and the disulfide linkages of the cystamine in the bead.
A degradable bead may be introduced into a partition, such as a droplet of an emulsion or a well, such that the bead degrades within the partition and any associated species (e.g., oligonucleotides) are released within the droplet when the appropriate stimulus is applied. The free species (e.g., oligonucleotides) may interact with other reagents contained in the partition. For example, a polyacrylamide bead comprising cystamine and linked, via a disulfide bond, to a barcode sequence, may be combined with a reducing agent within a droplet of a water-in-oil emulsion. Within the droplet, the reducing agent breaks the various disulfide bonds resulting in bead degradation and release of the barcode sequence into the aqueous, inner environment of the droplet. In another example, heating of a droplet comprising a bead-bound barcode sequence in basic solution may also result in bead degradation and release of the attached barcode sequence into the aqueous, inner environment of the droplet.
While referred to as degradation of a bead, in many instances as noted above, that degradation may refer to the disassociation of a bound or entrained species from a bead, both with and without structurally degrading the physical bead itself. For example, entrained species may be released from beads through osmotic pressure differences due to, for example, changing chemical environments. By way of example, alteration of bead pore sizes due to osmotic pressure differences can generally occur without structural degradation of the bead itself. In some cases, an increase in pore size due to osmotic swelling of a bead can permit the release of entrained species within the bead. In other cases, osmotic shrinking of a bead may cause a bead to better retain an entrained species due to pore size contraction.
Where degradable beads are provided, it may helpful to avoid exposing such beads to the stimulus or stimuli that cause such degradation prior to the requisite time, in order to avoid premature bead degradation and issues that arise from such degradation, including for example poor flow characteristics and aggregation. By way of example, where beads comprise reducible cross-linking groups, such as disulfide groups, it can be helpful to avoid contacting such beads with reducing agents, e.g., DTT or other disulfide cleaving reagents. In such cases, treatment to the beads described herein will, in some cases be provided free of reducing agents, such as DTT. Because reducing agents are often provided in commercial enzyme preparations, it may be helpful to provide reducing agent free (or DTT free) enzyme preparations in treating the beads described herein. Examples of such enzymes include, e.g., polymerase enzyme preparations, reverse transcriptase enzyme preparations, ligase enzyme preparations, as well as many other enzyme preparations that may be used to treat the beads described herein. The terms “reducing agent free” or “DTT free” preparations can refer to a preparation having less than 1/10th, less than 1/50th, and even less than 1/100th of the lower ranges for such materials used in degrading the beads. For example, for DTT, the reducing agent free preparation will typically have less than 0.01 mM, 0.005 mM, 0.001 mM DTT, 0.0005 mM DTT, or even less than 0.0001 mM DTT. In many cases, the amount of DTT will be undetectable.
Numerous chemical triggers may be used to trigger the degradation of beads. Examples of these chemical changes may include, but are not limited to pH-mediated changes to the integrity of a component within the bead, degradation of a component of a bead via cleavage of cross-linked bonds, and depolymerization of a component of a bead.
In some embodiments, a bead may be formed from materials that comprise degradable chemical crosslinkers, such as BAC or cystamine. Degradation of such degradable crosslinkers may be accomplished through a number of mechanisms. In some examples, a bead may be contacted with a chemical degrading agent that may induce oxidation, reduction or other chemical changes. For example, a chemical degrading agent may be a reducing agent, such as dithiothreitol (DTT). Additional examples of reducing agents may include 3-mercaptoethanol, (2S)-2-amino-1,4-dimercaptobutane (dithiobutylamine or DTBA), tris(2-carboxyethyl) phosphine (TCEP), or combinations thereof. A reducing agent may degrade the disulfide bonds formed between gel precursors forming the bead, and thus, degrade the bead. In other cases, a change in pH of a solution, such as an increase in pH, may trigger degradation of a bead. In other cases, exposure to an aqueous solution, such as water, may trigger hydrolytic degradation, and thus degradation of the bead.
Beads may also be induced to release their contents upon the application of a thermal stimulus. A change in temperature can cause a variety of changes to a bead. For example, heat can cause a solid bead to liquefy. A change in heat may cause melting of a bead such that a portion of the bead degrades. In other cases, heat may increase the internal pressure of the bead components such that the bead ruptures or explodes. Heat may also act upon heat-sensitive polymers used as materials to construct beads.
The methods, compositions, devices, and kits of this disclosure may be used with any suitable agent to degrade beads. In some embodiments, changes in temperature or pH may be used to degrade thermo-sensitive or pH-sensitive bonds within beads. In some embodiments, chemical degrading agents may be used to degrade chemical bonds within beads by oxidation, reduction or other chemical changes. For example, a chemical degrading agent may be a reducing agent, such as DTT, wherein DTT may degrade the disulfide bonds formed between a crosslinker and gel precursors, thus degrading the bead. In some embodiments, a reducing agent may be added to degrade the bead, which may or may not cause the bead to release its contents. Examples of reducing agents may include dithiothreitol (DTT), β-mercaptoethanol, (2S)-2-amino-1,4-dimercaptobutane (dithiobutylamine or DTBA), tris(2-carboxyethyl) phosphine (TCEP), or combinations thereof. The reducing agent may be present at a concentration of about 0.1 mM, 0.5 mM, 1 mM, 5 mM, or 10 mM. The reducing agent may be present at a concentration of at least about 0.1 mM, 0.5 mM, 1 mM, 5 mM, 10 mM, or greater than 10 mM. The reducing agent may be present at a concentration of at most about 0.1 mM, 0.5 mM, 1 mM, 5 mM, or 10 mM.
Any suitable number of barcode molecules (e.g., primer, e.g., barcoded oligonucleotide) can be associated with a bead such that, upon release from the bead, the barcode molecules (e.g., primer, e.g., barcoded oligonucleotide) are present in the partition at a pre-defined concentration. Such pre-defined concentration may be selected to facilitate certain reactions for generating a sequencing library, e.g., amplification, within the partition. In some cases, the pre-defined concentration of the primer is limited by the process of producing oligonucleotide bearing beads.
The compartments or partitions can comprise partitions that are flowable within fluid streams. These partitions may comprise, e.g., micro-vesicles that have an outer barrier surrounding an inner fluid center or core, or, in some cases, they may comprise a porous matrix that is capable of entraining and/or retaining materials within its matrix. Partitions can comprise droplets of aqueous fluid within a non-aqueous continuous phase, e.g., an oil phase. A variety of different vessels are described in, for example, U.S. Patent Application Publication No. 2014/0155295, which is entirely incorporated herein by reference for all purposes. Emulsion systems for creating stable droplets in non-aqueous or oil continuous phases are described in detail in, e.g., U.S. Patent Application Publication No. 2010/0105112, which is entirely incorporated herein by reference for all purposes.
In the case of droplets in an emulsion, allocating individual cell beads to discrete partitions may generally be accomplished by introducing a flowing stream of cell beads in an aqueous fluid into a flowing stream of a non-aqueous fluid, such that droplets are generated at the junction of the two streams. By providing the aqueous stream at a certain concentration of cell beads, the occupancy of the resulting partitions (e.g., number of cell beads per partition) can be controlled. Where single cell bead partitions are implemented, the relative flow rates of the fluids can be selected such that, on average, the partitions contain less than one cell bead per partition, in order to ensure that those partitions that are occupied, are primarily singly occupied. In some embodiments, the relative flow rates of the fluids can be selected such that a majority of partitions are occupied, e.g., allowing for a small percentage of unoccupied partitions. The flows and channel architectures can be controlled as to ensure a requisite number of singly occupied partitions, less than a certain level of unoccupied partitions and less than a certain level of multiply occupied partitions.
The systems and methods described herein can be operated such that a majority of occupied partitions include no more than one cell bead per occupied partition. In some cases, the partitioning process is conducted such that fewer than 40% of the occupied partitions contain more than one cell bead, fewer than 35% of the occupied partitions contain more than one cell bead, fewer than 30% of the occupied partitions contain more than one cell bead, fewer than 25% of the occupied partitions contain more than one cell bead, fewer than 20% of the occupied partitions contain more than one cell bead, fewer than 15% of the occupied partitions contain more than one cell bead, fewer than 10% of the occupied partitions contain more than one cell bead, or fewer than 5% of the occupied partitions include more than one cell bead per partition.
In some cases, it can be helpful to avoid the creation of excessive numbers of empty partitions or partitions that do not include a cell bead. For example, from a cost perspective and/or efficiency perspective, it may helpful to minimize the number of empty partitions. While this may be accomplished by providing sufficient numbers of cell beads into the partitioning zone, the Poissonian distribution may expectedly increase the number of partitions that may include multiple cell beads. As such, in accordance with aspects described herein, the flow of one or more of the cell beads, or other fluids directed into a partitioning zone can be manipulated to control occupancy of partitions with cell beads such that no more than 60% of the generated partitions are unoccupied, no more than 50% of the generated partitions are unoccupied, no more than 45% of the generated partitions are unoccupied, no more than 40% of the generated partitions are unoccupied, no more than 35% of the generated partitions are unoccupied, no more than 30% of the generated partitions are unoccupied, no more than 25% of the generated partitions are unoccupied, no more than 20% of the generated partitions are unoccupied, or no more than 10% of the generated partitions are unoccupied. These flows can be controlled so as to present non-Poissonian distribution of single occupied partitions while providing lower levels of unoccupied partitions.
The above noted ranges of unoccupied partitions can be achieved while still providing any of the single occupancy rates described above. For example, in many cases, the use of the systems and methods described herein creates resulting partitions (e.g., droplets comprising cell beads) that have multiple occupancy rates of less than 50%, less than 45%, less than 40%, less than 35%, less than 30%, less than 25%, less than 20%, less than 15%, less than 10%, less than 5% or less than 1%.
The above-described occupancy rates are also applicable to partitions that include both cell beads and additional reagents, including, but not limited to, microcapsules or particles (e.g., beads, gel beads) carrying barcoded oligonucleotides. The occupied partitions (e.g., at least about 10%, 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90%, 95%, or 99% of the occupied partitions) can include both a microcapsule (e.g., bead) comprising barcoded oligonucleotides and a cell bead.
Although described in terms of providing substantially singly occupied partitions, above, in certain cases, it is helpful to provide multiply occupied partitions, e.g., containing two, three, four or more cell beads and/or microcapsules (e.g., beads, gel beads) comprising barcoded oligonucleotides within a single partition. Accordingly, as noted above, the flow characteristics of the cell bead and/or bead containing fluids and partitioning fluids may be controlled to provide for such multiply occupied partitions. In particular, the flow parameters may be controlled to provide a requisite occupancy rate at greater than 50% of the partitions, greater than 55% of the partitions, greater than 60% of the partitions, greater than 65% of the partitions, greater than 70% of the partitions, greater than 75% of the partitions, greater than 80% of the partitions, greater than 85% of the partitions, greater than 90% of the partitions, greater than 95% of the partitions, or higher.
In some cases, additional microcapsules are used to deliver additional reagents to a partition. In such cases, it may be advantageous to introduce different beads into a common channel or droplet generation junction, from different bead sources, i.e., containing different associated reagents, through different channel inlets into such common channel or droplet generation junction. In such cases, the flow and frequency of the different beads into the channel or junction may be controlled to provide for the requisite ratio of microcapsules from each source, while ensuring the requisite pairing or combination of such beads into a partition with the requisite number of cell beads.
The partitions described herein may comprise small volumes, e.g., less than 10 μL, less than 5 μL, less than 1 μL, less than 900 picoliters (pL), less than 800 pL, less than 700 pL, less than 600 pL, less than 500 pL, less than 400 pL, less than 300 pL, less than 200 pL, less than 100 pL, less than 50 pL, less than 20 pL, less than 10 pL, less than 1 pL, less than 500 nanoliters (nL), or even less than 100 nL, 50 nL, or even less.
For example, in the case of droplet based partitions, the droplets may have overall volumes that are less than 1000 pL, less than 900 pL, less than 800 pL, less than 700 pL, less than 600 pL, less than 500 pL, less than 400 pL, less than 300 pL, less than 200 pL, less than 100 pL, less than 50 pL, less than 20 pL, less than 10 pL, or even less than 1 pL. Where co-partitioned with microcapsules, the sample fluid volume, e.g., including co-partitioned cell beads, within the partitions may be less than 90% of the above described volumes, less than 80%, less than 70%, less than 60%, less than 50%, less than 40%, less than 30%, less than 20%, or even less than 10% the above described volumes.
As is described elsewhere herein, partitioning species may generate a population or plurality of partitions. In such cases, any suitable number of partitions can be generated to generate the plurality of partitions. For example, in a method described herein, a plurality of partitions may be generated that comprises at least about 1,000 partitions, at least about 5,000 partitions, at least about 10,000 partitions, at least about 50,000 partitions, at least about 100,000 partitions, at least about 500,000 partitions, at least about 1,000,000 partitions, at least about 5,000,000 partitions at least about 10,000,000 partitions, at least about 50,000,000 partitions, at least about 100,000,000 partitions, at least about 500,000,000 partitions or at least about 1,000,000,000 partitions. Moreover, the plurality of partitions may comprise both unoccupied partitions (e.g., empty partitions) and occupied partitions.
This second fluid 246 can comprise an oil, such as a fluorinated oil, that includes a fluorosurfactant for stabilizing the resulting droplets, e.g., inhibiting subsequent coalescence of the resulting droplets. Examples of particularly useful partitioning fluids and fluorosurfactants are described for example, in U.S. Patent Application Publication No. 2010/0105112, which is entirely incorporated herein by reference for all purposes.
In another aspect, in addition to or as an alternative to droplet based partitioning, a cell, virus, components thereof, or macromolecular constituents thereof may be encapsulated within a cell bead. Encapsulation of a cell, virus, components thereof, or macromolecular constituents thereof may be performed by a variety of processes. Such processes combine an aqueous fluid containing the a cell, virus, components thereof, or macromolecular constituents thereof to be analyzed with a polymeric precursor material that may be capable of being formed into a gel or other solid or semi-solid matrix upon application of a particular stimulus to the polymer precursor. Such stimuli include, e.g., thermal stimuli (either heating or cooling), photo-stimuli (e.g., through photo-curing), chemical stimuli (e.g., through crosslinking, polymerization initiation of the precursor (e.g., through added initiators), or the like.
Preparation of cell beads comprising a cell, virus, components thereof, or macromolecular constituents thereof may be performed by a variety of methods. For example, air knife droplet or aerosol generators may be used to dispense droplets of precursor fluids into gelling solutions in order to form cell beads that include individual a cell, virus, components thereof, or macromolecular constituents thereof. Likewise, membrane based encapsulation systems may be used to generate cell beads comprising encapsulated a cell, virus, components thereof, or macromolecular constituents thereof as described herein. Microfluidic systems of the present disclosure, such as that shown in
For example, in the case where the polymer precursor material comprises a linear polymer material, e.g., a linear polyacrylamide, PEG, or other linear polymeric material, the activation agent may comprise a cross-linking agent, or a chemical that activates a cross-linking agent within the formed droplets. Likewise, for polymer precursors that comprise polymerizable monomers, the activation agent may comprise a polymerization initiator. For example, in certain cases, where the polymer precursor comprises a mixture of acrylamide monomer with a N,N′-bis-(acryloyl)cystamine (BAC) comonomer, an agent such as tetraethylmethylenediamine (TEMED) may be provided within the second fluid streams in channel segments 234 and 236, which initiates the copolymerization of the acrylamide and BAC into a cross-linked polymer network or, hydrogel.
Upon contact of the second fluid stream 246 with the first fluid stream 242 at junction 240 in the formation of droplets, the TEMED may diffuse from the second fluid 246 into the aqueous first fluid 242 comprising the linear polyacrylamide, which will activate the crosslinking of the polyacrylamide within the droplets, resulting in the formation of the gel, e.g., hydrogel, microcapsules 248, as solid or semi-solid beads or particles entraining the cells 244. Although described in terms of polyacrylamide encapsulation, other ‘activatable’ encapsulation compositions may also be employed in the context of the methods and compositions described herein. For example, formation of alginate droplets followed by exposure to divalent metal ions, e.g., Ca2+, can be used as an encapsulation process using the described processes. Likewise, agarose droplets may also be transformed into capsules through temperature based gelling, e.g., upon cooling, or the like.
In some cases, an encapsulated cell, virus, components thereof, or macromolecular constituents thereof can be selectively releasable from the microcapsule, e.g., through passage of time, or upon application of a particular stimulus, that degrades the microcapsule sufficiently to allow the cell, or its contents to be released from the microcapsule, e.g., into a partition, such as a droplet. For example, in the case of the polyacrylamide polymer described above, degradation of the microcapsule may be accomplished through the introduction of an appropriate reducing agent, such as DTT or the like, to cleave disulfide bonds that cross link the polymer matrix (see, e.g., U.S. Patent Application Publication No. 2014/0378345, which is entirely incorporated herein by reference for all purposes).
In accordance with certain aspects, the cell beads may be contacted with lysis reagents in order to release the contents of cells or viruses associated with the cell bead. In some cases, the lysis agents can be contacted with a cell bead suspension in bulk after cell bead formation. Examples of lysis agents include bioactive reagents, such as lysis enzymes that are used for lysis of different cell types, e.g., gram positive or negative bacteria, plants, yeast, mammalian, etc., such as lysozymes, achromopeptidase, lysostaphin, labiase, kitalase, lyticase, and a variety of other lysis enzymes available from, e.g., Sigma-Aldrich, Inc. (St Louis, Mo.), a surfactant based lysis solution (e.g., TRITON X-100 (4-(1,1,3,3-Tetramethylbutyl)phenyl-polyethylene glycol), Tween 20, sodium dodecyl sulfate (SDS)) for example, as well as other commercially available lysis enzymes. Electroporation, thermal, acoustic or mechanical cellular disruption may also be used in certain cases. In some cases, such methods give rise to a pore size that is sufficiently small to retain nucleic acid fragments of a particular size, following cellular disruption.
Other reagents can also be contacted with the cell beads, including, for example, DNase and RNase inactivating agents or inhibitors, such as proteinase K, chelating agents, such as EDTA, and other reagents employed in removing or otherwise reducing negative activity or impact of different cell lysate components on subsequent processing of nucleic acids. In addition, in the case of encapsulated cell beads, the cell beads may be exposed to an appropriate stimulus to release the cell beads or their contents from a co-partitioned microcapsule. For example, in some cases, a chemical stimulus may be co-partitioned along with an encapsulated cell bead to allow for the degradation of the microcapsule and release of the cell or its contents into the larger partition. In some cases, this stimulus may be the same as the stimulus described elsewhere herein for release of oligonucleotides from their respective microcapsule (e.g., bead). In alternative aspects, this may be a different and non-overlapping stimulus, in order to allow an encapsulated cell bead release its contents into a partition at a different time from the release of oligonucleotides into the same partition.
Additional reagents may also be co-partitioned with the cell beads. In some instances, reagents may be encapsulated within the cell beads. In other instances, reagents may be outside the cell beads. Reagents may be those useful in modification of a cell bead's nucleic acid (e.g., DNA, RNA, etc.), where such modification may include ligation, digestion, methylation, random mutagenesis, bisulfite conversion, uracil hydrolysis, nucleic acid repair, capping, or decapping. Additional reagents may also include reagents useful in amplification of a cell bead's nucleic acid, including primers (e.g. random primers, primers specific for given DNA loci), polymerases, nucleotides (e.g. unmodified nucleotides, modified nucleotides, or non-canonical nucleotides), or co-factors (e.g., ionic co-factors). Additional reagents may also include proteases to remove proteins bound to a cell bead's nucleic acids and transposons to fragment or insert a known sequence into a cell bead's DNA. Additional reagents may also include a nucleic acid, a Cas9 nuclease and a guide RNA to mediate editing of a cell bead's DNA. Additional reagents may also include endonucleases to fragment a cell bead's DNA, DNA polymerase enzymes and nucleotides used to amplify the cell bead's nucleic acid fragments and to attach the barcodes to the amplified fragments. Additional reagents may also include reverse transcriptase enzymes, including enzymes with terminal transferase activity, primers and oligonucleotides, and switch oligonucleotides (also referred to herein as “switch oligos” or “template switching oligonucleotides”) which can be used for template switching. In some cases, template switching can be used to increase the length of a cDNA. In some cases, template switching can be used to append a predefined nucleic acid sequence to the cDNA. In an example of template switching, cDNA can be generated from reverse transcription of a template, e.g., cellular mRNA, where a reverse transcriptase with terminal transferase activity can add additional nucleotides, e.g., polyC, to the cDNA in a template independent manner. Switch oligos can include sequences complementary to the additional nucleotides, e.g., polyG. The additional nucleotides (e.g., polyC) on the cDNA can hybridize to the additional nucleotides (e.g., polyG) on the switch oligo, whereby the switch oligo can be used by the reverse transcriptase as template to further extend the cDNA. Template switching oligonucleotides may comprise a hybridization region and a template region. The hybridization region can comprise any sequence capable of hybridizing to the target. In some cases, as previously described, the hybridization region comprises a series of G bases to complement the overhanging C bases at the 3′ end of a cDNA molecule. The series of G bases may comprise 1 G base, 2 G bases, 3 G bases, 4 G bases, 5 G bases or more than 5 G bases. The template sequence can comprise any sequence to be incorporated into the cDNA. In some cases, the template region comprises at least 1 (e.g., at least 2, 3, 4, 5 or more) tag sequences and/or functional sequences. Switch oligos may comprise deoxyribonucleic acids; ribonucleic acids; modified nucleic acids including 2-Aminopurine, 2,6-Diaminopurine (2-Amino-dA), inverted dT, 5-Methyl dC, 2′-deoxyInosine, Super T (5-hydroxybutynl-2′-deoxyuridine), Super G (8-aza-7-deazaguanosine), locked nucleic acids (LNAs), unlocked nucleic acids (UNAs, e.g., UNA-A, UNA-U, UNA-C, UNA-G), Iso-dG, Iso-dC, 2′ Fluoro bases (e.g., Fluoro C, Fluoro U, Fluoro A, and Fluoro G), or any combination.
Macromolecular components may be processed (e.g., subjected to nucleic acid amplification) prior to generation of cell beads. Alternatively or in addition, macromolecular components contained within the cell beads may be further processed. Further processing may, in some instances, occur prior to partitioning of the cell beads into discrete partitions. Further processing may also occur following partitioning of the cell beads into discrete partitions and prior to release of the contents of the cell beads into their respective partitions. Alternatively or additionally, further processing may occur once the contents of the cell beads are released into their respective partitions. Further processing may include, for example, nucleic acid modification, where such modification may include ligation, digestion, methylation, random mutagenesis, bisulfite conversion, uracil hydrolysis, nucleic acid repair, capping, or decapping. Further processing may also include nucleic acid amplification, including isothermal amplification (e.g., loop mediated isothermal amplification or multiple displacement amplification) or PCR (e.g., DOP-PCR), where amplification may incorporate unmodified bases, modified bases, or non-canonical bases. Additional processing may also include nucleic acid insertion or cleavage (e.g., via CRISPR/Cas9-mediated or transposon-mediated insertion or cleavage). Additional processing may also include reverse transcription, where reverse transcription may incorporate unmodified bases, modified bases, or non-canonical bases.
Nucleic acid amplification may include performing one or more extension reactions. Such one or more extension reactions may be performed using a primer or multiple primers. Nucleic acid amplification may generate one or more copies of a starting molecule. In some examples, nucleic acid amplification includes a single extension reaction without any additional extension reactions. In such a case, for example, nucleic acid amplification may generate a larger molecule from a smaller starting molecule without generating a copy of the smaller starting molecule or the larger molecule. However, in some cases, nucleic acid amplification may include generating the larger molecule and subsequently generating one or more copies of the larger molecule. Nucleic acid amplification may be exponential amplification. Alternatively, nucleic acid amplification may not be exponential amplification (e.g., may be linear amplification).
Examples of nucleic acid amplification are provided elsewhere herein. Nucleic acid amplification may be isothermal amplification, PCR (e.g., DOP-PCR) or PHASE, for example. In some cases, nucleic acid amplification may not be PCR.
In some cases, a cell bead comprising a nucleic acid molecule may be provided in a partition (e.g., droplet), the nucleic acid molecule may be released from the cell bead in the partition, and the nucleic acid molecule may be recovered from the partition without any processing. The nucleic acid molecule may then be processed once recovered from the partition. For example, the nucleic acid molecule may be subjected to nucleic acid amplification and/or sequencing.
In accordance with the methods and systems described herein, the macromolecular component contents of individual cell beads can be provided with unique identifiers such that, upon characterization of those macromolecular components they may be attributed as having been derived from the same cell bead or particles (and, thus, cell or virus originally associated with the cell bead). The ability to attribute characteristics to a cell, virus, components thereof, or macromolecular constituents thereof of individual cell beads or groups of cell beads is provided by the assignment of unique identifiers specifically to an individual cell bead or groups of cell beads. Unique identifiers, e.g., in the form of nucleic acid barcodes can be assigned or associated with individual cell beads or populations of cell bead, in order to tag or label the cell bead's macromolecular components (and as a result, its characteristics) with the unique identifiers. These unique identifiers can then be used to attribute the cell bead's components and characteristics to the original cell or virus(s) associated with the cell bead. In some aspects, this is performed by co-partitioning the individual cell bead or groups of cell beads with the unique identifiers. In some aspects, the unique identifiers are provided in the form of oligonucleotides that comprise nucleic acid barcode sequences that may be attached to or otherwise associated with the nucleic acid contents of individual cell bead, or to other components of the cell bead, and particularly to fragments of those nucleic acids. The oligonucleotides are partitioned such that as between oligonucleotides in a given partition, the nucleic acid barcode sequences contained therein are the same, but as between different partitions, the oligonucleotides can, and do have differing barcode sequences, or at least represent a large number of different barcode sequences across all of the partitions in a given analysis. In some aspects, only one nucleic acid barcode sequence can be associated with a given partition, although in some cases, two or more different barcode sequences may be present.
The nucleic acid barcode sequences can include from 6 to about 20 or more nucleotides within the sequence of the oligonucleotides. In some cases, the length of a barcode sequence may be 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20 nucleotides or longer. In some cases, the length of a barcode sequence may be at least 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20 nucleotides or longer. In some cases, the length of a barcode sequence may be at most 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20 nucleotides or shorter. These nucleotides may be completely contiguous, i.e., in a single stretch of adjacent nucleotides, or they may be separated into two or more separate subsequences that are separated by 1 or more nucleotides. In some cases, separated barcode subsequences can be from about 4 to about 16 nucleotides in length. In some cases, the barcode subsequence may be 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16 nucleotides or longer. In some cases, the barcode subsequence may be at least 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16 nucleotides or longer. In some cases, the barcode subsequence may be at most 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16 nucleotides or shorter.
The co-partitioned oligonucleotides can also comprise other functional sequences useful in the processing of the nucleic acids from the co-partitioned cell beads. These sequences include, e.g., targeted or random/universal amplification primer sequences for amplifying the genomic DNA from the individual cell beads within the partitions while attaching the associated barcode sequences, sequencing primers or primer recognition sites, hybridization or probing sequences, e.g., for identification of presence of the sequences or for pulling down barcoded nucleic acids, or any of a number of other potential functional sequences. Other mechanisms of co-partitioning oligonucleotides may also be employed, including, e.g., coalescence of two or more droplets, where one droplet contains oligonucleotides, or microdispensing of oligonucleotides into partitions, e.g., droplets within microfluidic systems.
In an example, microcapsules, such as beads, are provided that each includes large numbers of the above described barcoded oligonucleotides releasably attached to the beads, where all of the oligonucleotides attached to a particular bead will include the same nucleic acid barcode sequence, but where a large number of diverse barcode sequences are represented across the population of beads used. In some embodiments, hydrogel beads, e.g., comprising polyacrylamide polymer matrices, are used as a solid support and delivery vehicle for the oligonucleotides into the partitions, as they are capable of carrying large numbers of oligonucleotide molecules, and may be configured to release those oligonucleotides upon exposure to a particular stimulus, as described elsewhere herein. In some cases, the population of beads will provide a diverse barcode sequence library that includes at least 100 different barcode sequences, at least 500 different barcode sequences, at least 1,000 different barcode sequences, at least 5,000 different barcode sequences, at least 10,000 different barcode sequences, at least at least 50,000 different barcode sequences, at least 100,000 different barcode sequences, at least 1,000,000 different barcode sequences, at least 5,000,000 different barcode sequences, or at least 10,000,000 different barcode sequences. Additionally, each bead can be provided with large numbers of oligonucleotide molecules attached. In particular, the number of molecules of oligonucleotides including the barcode sequence on an individual bead can be at least 100 oligonucleotide molecules, at least 500 oligonucleotide molecules, at least 1,000 oligonucleotide molecules, at least 5,000 oligonucleotide molecules, at least 10,000 oligonucleotide molecules, at least 50,000 oligonucleotide molecules, at least 100,000 oligonucleotide molecules, at least 500,000 oligonucleotides, at least 1,000,000 oligonucleotide molecules, at least 5,000,000 oligonucleotide molecules, at least 10,000,000 oligonucleotide molecules, at least 50,000,000 oligonucleotide molecules, at least 100,000,000 oligonucleotide molecules, and in some cases at least 1 billion oligonucleotide molecules.
Moreover, when the population of beads is partitioned, the resulting population of partitions can also include a diverse barcode library that includes at least 100 different barcode sequences, at least 500 different barcode sequences, at least 1,000 different barcode sequences, at least 5,000 different barcode sequences, at least 10,000 different barcode sequences, at least at least 50,000 different barcode sequences, at least 100,000 different barcode sequences, at least 1,000,000 different barcode sequences, at least 5,000,000 different barcode sequences, or at least 10,000,000 different barcode sequences. Additionally, each partition of the population can include at least 100 oligonucleotide molecules, at least 500 oligonucleotide molecules, at least 1,000 oligonucleotide molecules, at least 5,000 oligonucleotide molecules, at least 10,000 oligonucleotide molecules, at least 50,000 oligonucleotide molecules, at least 100,000 oligonucleotide molecules, at least 500,000 oligonucleotides, at least 1,000,000 oligonucleotide molecules, at least 5,000,000 oligonucleotide molecules, at least 10,000,000 oligonucleotide molecules, at least 50,000,000 oligonucleotide molecules, at least 100,000,000 oligonucleotide molecules, and in some cases at least 1 billion oligonucleotide molecules.
In some cases, it may be helpful to incorporate multiple different barcodes within a given partition, either attached to a single or multiple beads within the partition. For example, in some cases, a mixed, but known barcode sequences set may provide greater assurance of identification in the subsequent processing, e.g., by providing a stronger address or attribution of the barcodes to a given partition, as a duplicate or independent confirmation of the output from a given partition.
The oligonucleotides are releasable from the beads upon the application of a particular stimulus to the beads. In some cases, the stimulus may be a photo-stimulus, e.g., through cleavage of a photo-labile linkage that releases the oligonucleotides. In other cases, a thermal stimulus may be used, where elevation of the temperature of the beads environment will result in cleavage of a linkage or other release of the oligonucleotides form the beads. In still other cases, a chemical stimulus is used that cleaves a linkage of the oligonucleotides to the beads, or otherwise results in release of the oligonucleotides from the beads. In one case, such compositions include the polyacrylamide matrices described above for encapsulation of a cell, virus, components thereof, or macromolecular constituents thereof, and may be degraded for release of the attached oligonucleotides through exposure to a reducing agent, such as DTT.
As described herein, the cell or virus of a cell bead may include any nucleic acids within including, for example, the cell or virus's DNA, e.g., genomic DNA, RNA, e.g., messenger RNA, and the like. For example, in some cases, the methods and systems described herein are used in characterizing expressed mRNA, including, e.g., the presence and quantification of such mRNA, and may include RNA sequencing processes as the characterization process. Alternatively or additionally, the reagents partitioned along with the cell bead may include reagents for the conversion of mRNA into cDNA, e.g., reverse transcriptase enzymes and reagents, to facilitate sequencing processes where DNA sequencing is employed. Reagents may be comprised in the cell bead. Reagents may be used (e.g., used for the conversion of mRNA into cDNA) prior to partitioning. Alternatively or additionally, reagents may be used following partitioning. In some cases, where the nucleic acids to be characterized comprise DNA, e.g., gDNA, a schematic illustration of an example of this is shown in
As shown, oligonucleotides that include a barcode sequence are co-partitioned in, e.g., a droplet 302 in an emulsion, along with a sample nucleic acid 304. A sample nucleic acid may be from a cell bead. As noted elsewhere herein, the oligonucleotides 308 may be provided on a bead 306 that is co-partitioned with the sample nucleic acid 304, which oligonucleotides are releasable from the bead 306, as shown in panel A. The oligonucleotides 308 include a barcode sequence 312, in addition to one or more functional sequences, e.g., sequences 310, 314 and 316. For example, oligonucleotide 308 is shown as comprising barcode sequence 312, as well as sequence 310 that may function as an attachment or immobilization sequence for a given sequencing system, e.g., a P5 sequence used for attachment in flow cells of an Illumina Hiseq® or Miseq® system. As shown, the oligonucleotides also include a primer sequence 316, which may include a random or targeted N-mer for priming replication of portions of the sample nucleic acid 304. Also included within oligonucleotide 308 is a sequence 314 which may provide a sequencing priming region, such as a “read1” or R1 priming region, that is used to prime polymerase mediated, template directed sequencing by synthesis reactions in sequencing systems. The functional sequences may be selected to be compatible with a variety of different sequencing systems, e.g., 454 Sequencing, Ion Torrent Proton or PGM, Illumina X10, etc., and the requirements thereof. In many cases, the barcode sequence 312, immobilization sequence 310 and R1 sequence 314 may be common to all of the oligonucleotides attached to a given bead. The primer sequence 316 may vary for random N-mer primers, or may be common to the oligonucleotides on a given bead for certain targeted applications.
In some cases, the functional sequences may include primer sequences useful for RNA-seq applications. For example, in some cases, the oligonucleotides may include poly-T primers for priming reverse transcription of RNA for RNA-seq. In still other cases, oligonucleotides in a given partition, e.g., included on an individual bead, may include multiple types of primer sequences in addition to the common barcode sequences, such as DNA-sequencing or RNA sequencing primers, e.g., poly-T primer sequences included within the oligonucleotides coupled to the bead. In such cases, materials derived from a single partitioned cell bead may be subjected to DNA or RNA sequencing processes.
Based upon the presence of primer sequence 316, the oligonucleotides can prime the sample nucleic acid as shown in panel B, which allows for extension of the oligonucleotides 308 and 308a using polymerase enzymes and other extension reagents also co-partitioned with the bead 306 and sample nucleic acid 304. As shown in panel C, following extension of the oligonucleotides that, for random N-mer primers, may anneal to multiple different regions of the sample nucleic acid 304; multiple overlapping complements or fragments of the nucleic acid are created, e.g., fragments 318 and 320. Although including sequence portions that are complementary to portions of sample nucleic acid, e.g., sequences 322 and 324, these constructs are generally referred to herein as comprising fragments of the sample nucleic acid 304, having the attached barcode sequences.
The barcoded nucleic acid fragments may then be subjected to characterization, e.g., through sequence analysis, or they may be further amplified in the process, as shown in panel D. For example, additional oligonucleotides, e.g., oligonucleotide 308b, also released from bead 306, may prime the fragments 318 and 320. This is shown for fragment 318. In particular, again, based upon the presence of the random N-mer primer 316b in oligonucleotide 308b (which in many cases can be different from other random N-mers in a given partition, e.g., primer sequence 316), the oligonucleotide anneals with the fragment 318, and is extended to create a complement 326 to at least a portion of fragment 318 which includes sequence 328, that comprises a duplicate of a portion of the sample nucleic acid sequence. Extension of the oligonucleotide 308b continues until it has replicated through the oligonucleotide portion 308 of fragment 318. As noted elsewhere herein, and as illustrated in panel D, the oligonucleotides may be configured to prompt a stop in the replication by the polymerase at a particular point, e.g., after replicating through sequences 316 and 314 of oligonucleotide 308 that is included within fragment 318. As described herein, this may be accomplished by different methods, including, for example, the incorporation of different nucleotides and/or nucleotide analogues that are not capable of being processed by the polymerase enzyme used. For example, this may include the inclusion of uracil containing nucleotides within the sequence region 312 to prevent a non-uracil tolerant polymerase to cease replication of that region. As a result a fragment 326 is created that includes the full-length oligonucleotide 308b at one end, including the barcode sequence 312, the attachment sequence 310, the R1 primer region 314, and the random N-mer sequence 316b. At the other end of the sequence may be included the complement 316′ to the random N-mer of the first oligonucleotide 308, as well as a complement to all or a portion of the R1 sequence, shown as sequence 314′. The R1 sequence 314 and its complement 314′ are then able to hybridize together to form a partial hairpin structure 328. Because the random N-mers differ among different oligonucleotides, these sequences and their complements may not be expected to participate in hairpin formation, e.g., sequence 316′, which is the complement to random N-mer 316, may not be expected to be complementary to random N-mer sequence 316b. This may not be the case for other applications, e.g., targeted primers, where the N-mers may be common among oligonucleotides within a given partition.
By forming these partial hairpin structures, it allows for the removal of first level duplicates of the sample sequence from further replication, e.g., preventing iterative copying of copies. The partial hairpin structure also provides a useful structure for subsequent processing of the created fragments, e.g., fragment 326.
In general, the amplification of the nucleic acids of the cell bead may be performed until the barcoded overlapping fragments within the partition constitute at least 1× coverage of the particular portion or all of the associated cell or virus' genome, at least 2×, at least 3×, at least 4×, at least 5×, at least 10×, at least 20×, at least 40× or more coverage of the genome or its relevant portion of interest. Once the barcoded fragments are produced, they may be directly sequenced on an appropriate sequencing system, e.g., an Illumina Hiseq®, Miseq® or X10 system, or they may be subjected to additional processing, such as further amplification, attachment of other functional sequences, e.g., second sequencing primers, for reverse reads, sample index sequences, and the like.
All of the fragments from multiple different partitions may then be pooled for sequencing on high throughput sequencers as described herein, where the pooled fragments comprise a large number of fragments derived from the nucleic acids of different cell beads or small cell bead populations, but where the fragments from the nucleic acids of a given cell bead will share the same barcode sequence. In particular, because each fragment is coded as to its partition of origin, and consequently its single cell bead or small population of cell beads, the sequence of that fragment may be attributed back to that cell bead or those cell beads (and, thus, the original cell or population of cells or viruses) based upon the presence of the barcode, which will also aid in applying the various sequence fragments from multiple partitions to assembly of individual genomes for different cell beads. This is schematically illustrated in
Within each partition, each cell bead's nucleic acids 404 and 406 is then processed to separately provide overlapping set of second fragments of the first fragment(s), e.g., second fragment sets 408 and 410. This processing also provides the second fragments with a barcode sequence that is the same for each of the second fragments derived from a particular first fragment. As shown, the barcode sequence for second fragment set 408 is denoted by “1” while the barcode sequence for fragment set 410 is denoted by “2”. A diverse library of barcodes may be used to differentially barcode large numbers of different fragment sets. However, it is not necessary for every second fragment set from a different first fragment to be barcoded with different barcode sequences. In fact, in many cases, multiple different first fragments may be processed concurrently to include the same barcode sequence. Diverse barcode libraries are described in detail elsewhere herein.
The barcoded fragments, e.g., from fragment sets 408 and 410, may then be pooled for sequencing using, for example, sequence by synthesis technologies available from Illumina or Ion Torrent division of Thermo-Fisher, Inc. Once sequenced, the sequence reads 412 can be attributed to their respective fragment set, e.g., as shown in aggregated reads 414 and 416, at least in part based upon the included barcodes, and in some cases, in part based upon the sequence of the fragment itself. The attributed sequence reads for each fragment set are then assembled to provide the assembled sequence for each cell bead's nucleic acids, e.g., sequences 418 and 420, which in turn, may be attributed to individual cell beads and cell or virus (e.g., cells) encapsulated within the cell beads.
While described in terms of analyzing the genetic material present within or from a cell or virus, the methods and systems described herein may have much broader applicability, including the ability to characterize other aspects of individual cells or viruses or cell or virus populations, by allowing for the allocation of reagents to individual cells or viruses, and providing for the attributable analysis or characterization of those cells or viruses in response to those reagents. These methods and systems are particularly valuable in being able to characterize a cell, virus, components thereof, or macromolecular constituents thereof for, e.g., research, diagnostic, pathogen identification, and many other purposes.
A particularly valuable application of the cell bead processes described herein is in the sequencing and characterization of a diseased cell that is associated with the cell bead. A diseased cell can have altered metabolic properties, gene expression, and/or morphologic features. Exemplary diseases include inflammatory disorders, metabolic disorders, nervous system disorders, and cancer.
Of particular interest are cancer cells. In particular, conventional analytical techniques, including the ensemble sequencing processes alluded to above, are not highly adept at picking small variations in genomic make-up of cancer cells, particularly where those exist in a sea of normal tissue cells. Further, even as between tumor cells, wide variations can exist and can be masked by the ensemble approaches to sequencing (See, e.g., Patel, et al., Single-cell RNA-seq highlights intratumoral heterogeneity in primary glioblastoma, Science DOI: 10.1126/science.1254257 (Published online Jun. 12, 2014), which is entirely incorporated herein by reference for all purposes). Cancer cells may be derived from solid tumors, hematological malignancies, cell lines, or obtained as circulating tumor cells, and subjected to the partitioning processes described above. Upon analysis, one can identify individual cell sequences as deriving from a single cell or small group of cells, and distinguish those over normal tissue cell sequences.
Non-limiting examples of cancer cells include cells of cancers such as Acanthoma, Acinic cell carcinoma, Acoustic neuroma, Acral lentiginous melanoma, Acrospiroma, Acute eosinophilic leukemia, Acute lymphoblastic leukemia, Acute megakaryoblastic leukemia, Acute monocytic leukemia, Acute myeloblastic leukemia with maturation, Acute myeloid dendritic cell leukemia, Acute myeloid leukemia, Acute promyelocytic leukemia, Adamantinoma, Adenocarcinoma, Adenoid cystic carcinoma, Adenoma, Adenomatoid odontogenic tumor, Adrenocortical carcinoma, Adult T-cell leukemia, Aggressive NK-cell leukemia, AIDS-Related Cancers, AIDS-related lymphoma, Alveolar soft part sarcoma, Ameloblastic fibroma, Anal cancer, Anaplastic large cell lymphoma, Anaplastic thyroid cancer, Angioimmunoblastic T-cell lymphoma, Angiomyolipoma, Angiosarcoma, Appendix cancer, Astrocytoma, Atypical teratoid rhabdoid tumor, Basal cell carcinoma, Basal-like carcinoma, B-cell leukemia, B-cell lymphoma, Bellini duct carcinoma, Biliary tract cancer, Bladder cancer, Blastoma, Bone Cancer, Bone tumor, Brain Stem Glioma, Brain Tumor, Breast Cancer, Brenner tumor, Bronchial Tumor, Bronchioloalveolar carcinoma, Brown tumor, Burkitt's lymphoma, Cancer of Unknown Primary Site, Carcinoid Tumor, Carcinoma, Carcinoma in situ, Carcinoma of the penis, Carcinoma of Unknown Primary Site, Carcinosarcoma, Castleman's Disease, Central Nervous System Embryonal Tumor, Cerebellar Astrocytoma, Cerebral Astrocytoma, Cervical Cancer, Cholangiocarcinoma, Chondroma, Chondrosarcoma, Chordoma, Choriocarcinoma, Choroid plexus papilloma, Chronic Lymphocytic Leukemia, Chronic monocytic leukemia, Chronic myelogenous leukemia, Chronic Myeloproliferative Disorder, Chronic neutrophilic leukemia, Clear-cell tumor, Colon Cancer, Colorectal cancer, Craniopharyngioma, Cutaneous T-cell lymphoma, Degos disease, Dermatofibrosarcoma protuberans, Dermoid cyst, Desmoplastic small round cell tumor, Diffuse large B cell lymphoma, Dysembryoplastic neuroepithelial tumor, Embryonal carcinoma, Endodermal sinus tumor, Endometrial cancer, Endometrial Uterine Cancer, Endometrioid tumor, Enteropathy-associated T-cell lymphoma, Ependymoblastoma, Ependymoma, Epithelioid sarcoma, Erythroleukemia, Esophageal cancer, Esthesioneuroblastoma, Ewing Family of Tumor, Ewing Family Sarcoma, Ewing's sarcoma, Extracranial Germ Cell Tumor, Extragonadal Germ Cell Tumor, Extrahepatic Bile Duct Cancer, Extramammary Paget's disease, Fallopian tube cancer, Fetus in fetu, Fibroma, Fibrosarcoma, Follicular lymphoma, Follicular thyroid cancer, Gallbladder Cancer, Gallbladder cancer, Ganglioglioma, Ganglioneuroma, Gastric Cancer, Gastric lymphoma, Gastrointestinal cancer, Gastrointestinal Carcinoid Tumor, Gastrointestinal Stromal Tumor, Gastrointestinal stromal tumor, Germ cell tumor, Germinoma, Gestational choriocarcinoma, Gestational Trophoblastic Tumor, Giant cell tumor of bone, Glioblastoma multiforme, Glioma, Gliomatosis cerebri, Glomus tumor, Glucagonoma, Gonadoblastoma, Granulosa cell tumor, Hairy Cell Leukemia, Hairy cell leukemia, Head and Neck Cancer, Head and neck cancer, Heart cancer, Hemangioblastoma, Hemangiopericytoma, Hemangiosarcoma, Hematological malignancy, Hepatocellular carcinoma, Hepatosplenic T-cell lymphoma, Hereditary breast-ovarian cancer syndrome, Hodgkin Lymphoma, Hodgkin's lymphoma, Hypopharyngeal Cancer, Hypothalamic Glioma, Inflammatory breast cancer, Intraocular Melanoma, Islet cell carcinoma, Islet Cell Tumor, Juvenile myelomonocytic leukemia, Kaposi Sarcoma, Kaposi's sarcoma, Kidney Cancer, Klatskin tumor, Krukenberg tumor, Laryngeal Cancer, Laryngeal cancer, Lentigo maligna melanoma, Leukemia, Leukemia, Lip and Oral Cavity Cancer, Liposarcoma, Lung cancer, Luteoma, Lymphangioma, Lymphangiosarcoma, Lymphoepithelioma, Lymphoid leukemia, Lymphoma, Macroglobulinemia, Malignant Fibrous Histiocytoma, Malignant fibrous histiocytoma, Malignant Fibrous Histiocytoma of Bone, Malignant Glioma, Malignant Mesothelioma, Malignant peripheral nerve sheath tumor, Malignant rhabdoid tumor, Malignant triton tumor, MALT lymphoma, Mantle cell lymphoma, Mast cell leukemia, Mediastinal germ cell tumor, Mediastinal tumor, Medullary thyroid cancer, Medulloblastoma, Medulloblastoma, Medulloepithelioma, Melanoma, Melanoma, Meningioma, Merkel Cell Carcinoma, Mesothelioma, Mesothelioma, Metastatic Squamous Neck Cancer with Occult Primary, Metastatic urothelial carcinoma, Mixed Mullerian tumor, Monocytic leukemia, Mouth Cancer, Mucinous tumor, Multiple Endocrine Neoplasia Syndrome, Multiple Myeloma, Multiple myeloma, Mycosis Fungoides, Mycosis fungoides, Myelodysplastic Disease, Myelodysplastic Syndromes, Myeloid leukemia, Myeloid sarcoma, Myeloproliferative Disease, Myxoma, Nasal Cavity Cancer, Nasopharyngeal Cancer, Nasopharyngeal carcinoma, Neoplasm, Neurinoma, Neuroblastoma, Neuroblastoma, Neurofibroma, Neuroma, Nodular melanoma, Non-Hodgkin Lymphoma, Non-Hodgkin lymphoma, Nonmelanoma Skin Cancer, Non-Small Cell Lung Cancer, Ocular oncology, Oligoastrocytoma, Oligodendroglioma, Oncocytoma, Optic nerve sheath meningioma, Oral Cancer, Oral cancer, Oropharyngeal Cancer, Osteosarcoma, Osteosarcoma, Ovarian Cancer, Ovarian cancer, Ovarian Epithelial Cancer, Ovarian Germ Cell Tumor, Ovarian Low Malignant Potential Tumor, Paget's disease of the breast, Pancoast tumor, Pancreatic Cancer, Pancreatic cancer, Papillary thyroid cancer, Papillomatosis, Paraganglioma, Paranasal Sinus Cancer, Parathyroid Cancer, Penile Cancer, Perivascular epithelioid cell tumor, Pharyngeal Cancer, Pheochromocytoma, Pineal Parenchymal Tumor of Intermediate Differentiation, Pineoblastoma, Pituicytoma, Pituitary adenoma, Pituitary tumor, Plasma Cell Neoplasm, Pleuropulmonary blastoma, Polyembryoma, Precursor T-lymphoblastic lymphoma, Primary central nervous system lymphoma, Primary effusion lymphoma, Primary Hepatocellular Cancer, Primary Liver Cancer, Primary peritoneal cancer, Primitive neuroectodermal tumor, Prostate cancer, Pseudomyxoma peritonei, Rectal Cancer, Renal cell carcinoma, Respiratory Tract Carcinoma Involving the NUT Gene on Chromosome 15, Retinoblastoma, Rhabdomyoma, Rhabdomyosarcoma, Richter's transformation, Sacrococcygeal teratoma, Salivary Gland Cancer, Sarcoma, Schwannomatosis, Sebaceous gland carcinoma, Secondary neoplasm, Seminoma, Serous tumor, Sertoli-Leydig cell tumor, Sex cord-stromal tumor, Sezary Syndrome, Signet ring cell carcinoma, Skin Cancer, Small blue round cell tumor, Small cell carcinoma, Small Cell Lung Cancer, Small cell lymphoma, Small intestine cancer, Soft tissue sarcoma, Somatostatinoma, Soot wart, Spinal Cord Tumor, Spinal tumor, Splenic marginal zone lymphoma, Squamous cell carcinoma, Stomach cancer, Superficial spreading melanoma, Supratentorial Primitive Neuroectodermal Tumor, Surface epithelial-stromal tumor, Synovial sarcoma, T-cell acute lymphoblastic leukemia, T-cell large granular lymphocyte leukemia, T-cell leukemia, T-cell lymphoma, T-cell prolymphocytic leukemia, Teratoma, Terminal lymphatic cancer, Testicular cancer, Thecoma, Throat Cancer, Thymic Carcinoma, Thymoma, Thyroid cancer, Transitional Cell Cancer of Renal Pelvis and Ureter, Transitional cell carcinoma, Urachal cancer, Urethral cancer, Urogenital neoplasm, Uterine sarcoma, Uveal melanoma, Vaginal Cancer, Verner Morrison syndrome, Verrucous carcinoma, Visual Pathway Glioma, Vulvar Cancer, Waldenstrom's macroglobulinemia, Warthin's tumor, Wilms' tumor, and combinations thereof.
As with cancer cell analysis, the analysis and diagnosis of fetal health or abnormality through the analysis of fetal cells is a difficult task using conventional techniques. In particular, in the absence of relatively invasive procedures, such as amniocentesis obtaining fetal cell samples can employ harvesting those cells from the maternal circulation. Such circulating fetal cells make up an extremely small fraction of the overall cellular population of that circulation. As a result complex analyses are performed in order to characterize what of the obtained data is likely derived from fetal cells as opposed to maternal cells. By employing the single cell characterization methods and systems described herein, however, one can attribute genetic make up to individual cells, and categorize those cells as maternal or fetal based upon their respective genetic make-up. Further, the genetic sequence of fetal cells may be used to identify any of a number of genetic disorders, including, e.g., aneuploidy such as Down syndrome, Edwards syndrome, and Patau syndrome.
Also of interest are immune cells. Methods and compositions disclosed herein can be utilized for sequence analysis of the immune repertoire. Analysis of sequence information underlying the immune repertoire can provide a significant improvement in understanding the status and function of the immune system.
Non-limiting examples of immune cells which can be analyzed utilizing the methods described herein include B cells, T cells (e.g., cytotoxic T cells, natural killer T cells, regulatory T cells, and T helper cells), natural killer cells, cytokine induced killer (CIK) cells; myeloid cells, such as granulocytes (basophil granulocytes, eosinophil granulocytes, neutrophil granulocytes/hypersegmented neutrophils), monocytes/macrophages, mast cell, thrombocytes/megakaryocytes, and dendritic cells. In some cases, immune cells can be analyzed individually (i.e., as a single cell). In some cases, a single immune cell can be analyzed together with any associated pathogen (e.g., microbe) which may be adhered to the immune cell (e.g., via an immune receptor). In some embodiments, individual T cells are analyzed using the methods disclosed herein. In some embodiments, individual B cells are analyzed using the methods disclosed herein.
Immune cells express various adaptive immunological receptors relating to immune function, such as T cell receptors and B cell receptors. T cell receptors and B cells receptors play a part in the immune response by specifically recognizing and binding to antigens and aiding in their destruction.
The T cell receptor (TCR) is a molecule found on the surface of T cells that is generally responsible for recognizing fragments of antigen as peptides bound to major histocompatibility complex (MHC) molecules. The TCR is generally a heterodimer of two chains, each of which is a member of the immunoglobulin superfamily, possessing an N-terminal variable (V) domain, and a C terminal constant domain. In humans, in 95% of T cells the TCR consists of an alpha (α) and beta (β) chain, whereas in 5% of T cells the TCR consists of gamma and delta (γ/δ) chains. This ratio can change during ontogeny and in diseased states as well as in different species. When the TCR engages with antigenic peptide and MHC (peptide/MHC), the T lymphocyte is activated through signal transduction.
Each of the two chains of a TCR contains multiple copies of gene segments—a variable ‘V’ gene segment, a diversity ‘D’ gene segment, and a joining ‘J’ gene segment. The TCR alpha chain is generated by recombination of V and J segments, while the beta chain is generated by recombination of V, D, and J segments. Similarly, generation of the TCR gamma chain involves recombination of V and J gene segments, while generation of the TCR delta chain occurs by recombination of V, D, and J gene segments. The intersection of these specific regions (V and J for the alpha or gamma chain, or V, D and J for the beta or delta chain) corresponds to the CDR3 region that is important for antigen-MHC recognition. Complementarity determining regions (e.g., CDR1, CDR2, and CDR3), or hypervariable regions, are sequences in the variable domains of antigen receptors (e.g., T cell receptor and immunoglobulin) that can complement an antigen. Most of the diversity of CDRs is found in CDR3, with the diversity being generated by somatic recombination events during the development of T lymphocytes. A unique nucleotide sequence that arises during the gene arrangement process can be referred to as a clonotype.
The B cell receptor, or BCR, is a molecule found on the surface of B cells. The antigen binding portion of a BCR is composed of a membrane-bound antibody that, like most antibodies (e.g., immunoglobulins), has a unique and randomly determined antigen-binding site. The antigen binding portion of a BCR includes membrane-bound immunoglobulin molecule of one isotype (e.g., IgD, IgM, IgA, IgG, or IgE). When a B cell is activated by its first encounter with a cognate antigen, the cell proliferates and differentiates to generate a population of antibody-secreting plasma B cells and memory B cells. The various immunoglobulin isotypes differ in their biological features, structure, target specificity and distribution. A variety of molecular mechanisms exist to generate initial diversity, including genetic recombination at multiple sites.
The BCR is composed of two genes IgH and IgK (or IgL) coding for antibody heavy and light chains. Immunoglobulins are formed by recombination among gene segments, sequence diversification at the junctions of these segments, and point mutations throughout the gene. Each heavy chain gene contains multiple copies of three different gene segments—a variable ‘V’ gene segment, a diversity ‘D’ gene segment, and a joining ‘J’ gene segment. Each light chain gene contains multiple copies of two different gene segments for the variable region of the protein—a variable ‘V’ gene segment and a joining ‘J’ gene segment. The recombination can generate a molecule with one of each of the V, D, and J segments. Furthermore, several bases may be deleted and others added (called N and P nucleotides) at each of the two junctions, thereby generating further diversity. After B cell activation, a process of affinity maturation through somatic hypermutation occurs. In this process progeny cells of the activated B cells accumulate distinct somatic mutations throughout the gene with higher mutation concentration in the CDR regions leading to the generation of antibodies with higher affinity to the antigens. In addition to somatic hypermutation activated B cells undergo the process of isotype switching. Antibodies with the same variable segments can have different forms (isotypes) depending on the constant segment. Whereas all naïve B cells express IgM (or IgD), activated B cells mostly express IgG but also IgM, IgA and IgE. This expression switching from IgM (and/or IgD) to IgG, IgA, or IgE occurs through a recombination event causing one cell to specialize in producing a specific isotype. A unique nucleotide sequence that arises during the gene arrangement process can similarly be referred to as a clonotype.
In some embodiments, the methods, compositions and systems disclosed herein are utilized to analyze the various sequences of TCRs and BCRs from immune cells, for example various clonotypes. In some embodiments, methods, compositions and systems disclosed herein are used to analyze the sequence of a TCR alpha chain, a TCR beta chain, a TCR delta chain, a TCR gamma chain, or any fragment thereof (e.g., variable regions including VDJ or VJ regions, constant regions, transmembrane regions, fragments thereof, combinations thereof, and combinations of fragments thereof). In some embodiments, methods, compositions and systems disclosed herein are used to analyze the sequence of a B cell receptor heavy chain, B cell receptor light chain, or any fragment thereof (e.g., variable regions including VDJ or VJ regions, constant regions, transmembrane regions, fragments thereof, combinations thereof, and combinations of fragments thereof).
Where immune cells are to be analyzed, primer sequences useful in any of the various operations for attaching barcode sequences and/or amplification reactions may comprise gene specific sequences which target genes or regions of genes of immune cell proteins, for example immune receptors. Such gene sequences include, but are not limited to, sequences of various T cell receptor alpha variable genes (TRAV genes), T cell receptor alpha joining genes (TRAJ genes), T cell receptor alpha constant genes (TRAC genes), T cell receptor beta variable genes (TRBV genes), T cell receptor beta diversity genes (TRBD genes), T cell receptor beta joining genes (TRBJ genes), T cell receptor beta constant genes (TRBC genes), T cell receptor gamma variable genes (TRGV genes), T cell receptor gamma joining genes (TRGJ genes), T cell receptor gamma constant genes (TRGC genes), T cell receptor delta variable genes (TRDV genes), T cell receptor delta diversity genes (TRDD genes), T cell receptor delta joining genes (TRDJ genes), and T cell receptor delta constant genes (TRDC genes).
The ability to characterize individual cells, viruses, components thereof, or macromolecular constituents thereof from larger diverse populations of these entities is also of significant value in both environmental testing as well as in forensic analysis, where samples may, by their nature, be made up of diverse populations of cells or viruses and other material that “contaminate” the sample, relative to the cell(s) or virus(es) for which the sample is being tested, e.g., environmental indicator organisms, toxic organisms, and the like for, e.g., environmental and food safety testing, victim and/or perpetrator cells in forensic analysis for sexual assault, and other violent crimes, and the like.
Additional useful applications of the above described cell bead sequencing and characterization processes are in the field of neuroscience research and diagnosis. In particular, neural cells can include long interspersed nuclear elements (LINEs), or ‘jumping’ genes that can move around the genome, which cause each neuron to differ from its neighbor cells. Research has shown that the number of LINEs in human brain exceeds that of other tissues, e.g., heart and liver tissue, with between 80 and 300 unique insertions (See, e.g., Coufal, N. G. et al. Nature 460, 1127-1131 (2009), which is entirely incorporated herein by reference for all purposes). These differences have been postulated as being related to a person's susceptibility to neuro-logical disorders (see, e.g., Muotri, A. R. et al. Nature 468, 443-446 (2010), which is entirely incorporated herein by reference for all purposes), or provide the brain with a diversity with which to respond to challenges. As such, the methods described herein may be used in the sequencing and characterization of individual neural cells.
The cell bead analysis methods described herein are also useful in the analysis of gene expression, as noted above, both in terms of identification of RNA transcripts and their quantitation. In particular, using the single cell level analysis methods described herein, one can isolate and analyze the RNA transcripts present in individual cells or viruses, populations of cells or viruses, or subsets of populations of cells or viruses. In particular, in some cases, the barcode oligonucleotides may be configured to prime, replicate and consequently yield barcoded fragments of RNA from individual cells or viruses. For example, in some cases, the barcode oligonucleotides may include mRNA specific priming sequences, e.g., poly-T primer segments that allow priming and replication of mRNA in a reverse transcription reaction or other targeted priming sequences. Alternatively or additionally, random RNA priming may be performed using random N-mer primer segments of the barcode oligonucleotides. Methods for RNA, mRNA and cell feature analysis are provided in U.S. Patent Publication No. 2015/0376609, which is entirely incorporated herein by reference.
In some cases, amplification may be performed using the Partial Hairpin Amplification for Sequencing (PHASE) method. In a PHASE method, a random N-mer sequence may be used to randomly prime a sample, such as genomic DNA (gDNA). In some embodiments, the random N-mer may comprise a primer. In some cases, the random N-mer may prime a sample. In some cases, the random N-mer may prime genomic DNA. In some cases, the random N-mer may prime DNA fragments. An example PHASE method is shown schematically in
Additionally, a random N-mer sequence may also be attached to another oligonucleotide. This oligonucleotide may be a universal sequence and/or may contain one or more primer read sequences that may be compatible with a sequencing device (e.g. Read 1 primer site, Read 2 primer site, Index primer site), one or more barcode sequences, and one or more adaptor segments that may be compatible with a sequencing device (e.g. P5, P7). Alternatively, the oligonucleotide may comprise none of these and may include another sequence.
Via subsequent amplification methods, priming of a sample nucleic acid with a random N-mer may be used to attach an oligonucleotide sequence (e.g., an oligonucleotide sequence comprising a barcode sequence) linked to a random N-mer to the sample nucleic acid, including a sample nucleic acid to be sequenced. Utilizing random primers to prime a sample may introduce significant sequence read errors, due to, for example, the production of undesired amplification products. An example PHASE method is shown schematically in
To mitigate undesired amplification products, at least a subsection of an oligonucleotide sequence (e.g., an oligonucleotide comprising a primer) used for PHASE amplification may be substituted with uracil-containing nucleotides in place of thymine containing nucleotides, respectively. In some cases, substitution may be complete (e.g., all thymine containing nucleotides are substituted with uracil containing nucleotides), or may be partial such that a portion of an oligonucleotide's thymine containing nucleotides are substituted with uracil containing nucleotides. In some cases, thymine containing nucleotides in all but the last about 10 to 20, last about 10 to 30, last about 10 to 40, or last about 5 to 40 nucleotides of an oligonucleotide sequence adjacent to a random N-mer sequence are substituted with uracil containing nucleotides, or functional equivalents thereof. In addition, a polymerase that does not accept or process uracil-containing templates may be used for amplification of the sample nucleic acid. In this case, the non-uracil containing portion of about 10 to about 20 nucleotides may be amplified and the remaining portion containing uracil containing nucleotides may not be amplified. In some cases, the portion of an oligonucleotide sequence comprising uracil containing nucleotides may be adjacent to the N-mer sequence. In some cases, the portion of an oligonucleotide sequence comprising uracil containing nucleotides may be adjacent to the barcode sequence. Any portion of an oligonucleotide sequence, including an adaptor segment, barcode, or read primer sequence may comprise uracil containing nucleotides (e.g., substituted for thymine containing nucleotides), depending upon the configuration of the oligonucleotide sequence. In some cases, uracil containing nucleotides can be introduced to oligonucleotides during PHASE amplification with the inclusion of dUTP nucleotides in place of or in combination with dTTPs in amplification reactions.
The dUTP concentration may be increased over time. For instance, the dUTP concentration may be increased at a controlled rate by the inclusion of dCTP deaminase in an amplification reaction mixture. The dUTP concentration may be increased over time by the dCTP-mediated conversion of dCTP into dUTP. This may result in an increased incorporation of dUTP into daughter DNA fragments. The uracil bases may be excised. As the dUTP concentration increases over the course of a reaction, the reaction products may become shorter and thus available for barcoding. The dCTP aminase activity may be modified by adjusting the reaction parameters. For instance, the dCTP aminase activity may be modified by altering the reaction temperature, pH, dCTP concentration, inorganic phosphate concentration, and/or dTTP concentration. The dUTP concentration may also be modified by the production of dUTP in the reaction mixture. For instance, the reaction may be supplied with deoxycytidine monophosphate (dCMP) or deoxycytidine diphosphate (dCDP). A deaminase and/or kinase may then act upon the dCMP or dCDP to produce dUTP.
In some cases, a plurality of targeted constructs comprising a barcode sequence and a targeted N-mer comprising a poly-T sequence may be coupled to a bead (e.g., a gel bead). In some cases, the plurality of constructs may comprise an identical barcode sequence. The beads may be partitioned (e.g., in fluidic droplets) with sample nucleic acid comprising RNA, the bead(s) in each partition degraded to release the coupled constructs into the partition, and the sample RNA captured via the targeted N-mer of the constructs. Partitions may also comprise barcode constructs (e.g., with barcode sequences identical to the targeted constructs) that comprise a random N-mer. In a first amplification cycle, extension of the targeted constructs can occur via reverse transcription within each partition, to generate extension products comprising the targeted construct. The extension products in each partition can then be primed with the barcode constructs comprising the random N-mer to generate partial hairpin amplicons as described above. Post processing (e.g., addition of additional sequences (e.g., P7, R2), addition of a sample index, etc.) of the generated amplicons may be achieved with any method described herein, including bulk amplification methods (e.g., bulk PCR) and bulk ligation.
In some cases, reverse transcription of RNA in a sample may also be used without the use of a targeted barcode construct. For example, sample nucleic acid comprising RNA may be first subject to a reverse transcription reaction with other types of reverse transcription primers such that cDNA is generated from the RNA. The cDNA that is generated may then undergo targeted or non-targeted amplification as described herein. For example, sample nucleic acid comprising RNA may be subject to a reverse transcription reaction such that cDNA is generated from the RNA. The cDNA may then enter a PHASE amplification reaction, using a barcode construct with a random N-mer as described above, to generate partial hairpin amplicons comprising the construct's barcode sequence. Post processing (e.g., addition of additional sequences (e.g., P7, R2), addition of a sample index, etc.) of the generated partial hairpin amplicons may be achieved with any method described herein, including bulk amplification methods (e.g., bulk PCR) and bulk ligation.
Targeted barcode constructs may also be generated toward specific sequences (e.g., gene sequences) on specific strands of a nucleic acid such that strandedness information is retained for sequencer-ready products generated for each strand. For example, a sample nucleic may comprise double stranded nucleic acid (e.g., double-stranded DNA), such that each strand of nucleic acid comprises one or more different target gene sequences. Complementary DNA strands can comprise different gene sequences due to the opposite 5′ to 3′ directionalities and/or base composition of each strand. Targeted barcode constructs can be generated for each strand (based on 5′ to 3′ directionality of the strand) based on the targeted N-mer and configuration of the barcode construct.
A first and second set of targeted barcode constructs may be targeted to either of a forward strand and reverse strand of a double-stranded sample nucleic acid. The first set can comprise targeted barcode constructs comprising a P5 sequence, a barcode sequence, and a targeted N-mer to either of a first target sequence or a second target sequence. The second set can comprise targeted barcode constructs comprising a P5 sequence, a barcode sequence, and a targeted N-mer to either of the first target sequence and the second target sequence. Each construct can also comprise any additional sequences between the barcode and the targeted N-mer.
The barcode constructs in the first set can be configured to prime their respective target sequences on the forward strand of the double-stranded sample nucleic acid. The barcode constructs of the second set can be configured to prime their respective target sequences on the reverse strand of the double-stranded sample nucleic acid. The targeted barcode constructs in each set can be configured in opposite directionality corresponding to the opposite directionality of forward and reverse strands of the double-stranded sample nucleic acid. Each barcode construct can prime its respective target sequence on its respective strand of sample nucleic acid to generate barcoded amplicons via an amplification reaction, such as any amplification reaction described herein.
Additional sequences can be added to barcoded amplicons using amplification methods described herein, including bulk amplification, bulk ligation, or a combination thereof. A first primer set corresponds to the first targeted barcode construct set and a second primer set corresponds to the second targeted barcode construct set. Each primer can prime its respective target sequence on its respective strand and bulk amplification (e.g., bulk PCR) initiated to generate sequencer-ready constructs that include the P7 and sample index sequences in analogous fashion to bulk amplification methods described elsewhere herein. Based on the configuration and directionality of the various components of each sequencer-ready construct (e.g., P5, barcode, targeted N-mer, sample insert, etc.), the strand from which the sequencer-ready product is generated can be determined/is retained.
Methods described herein may be useful in whole genome amplification. In some embodiments of whole genome amplification, a random primer (e.g., a random N-mer sequence) can be hybridized to a genomic nucleic acid. The random primer can be a component of a larger oligonucleotide that may also include a universal nucleic acid sequence (including any type of universal nucleic acid sequence described herein) and a nucleic acid barcode sequence. In some cases, the universal nucleic acid sequence may comprise one or more uracil containing nucleotides. Moreover, in some cases, the universal nucleic acid sequence may comprise a segment of at least 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, or more nucleotides that do not comprise uracil. The random primer can be extended (e.g., in a primer extension reaction or any other suitable type of nucleic acid amplification reaction) to form an amplified product.
In some embodiments of whole genome amplification, a genomic component (e.g., a chromosome, genomic nucleic acid such as genomic DNA, a whole genome of an organism, or any other type of genomic component described herein) may be fragmented in a plurality of first fragments. The first fragments can be co-partitioned into a plurality of partitions with a plurality of oligonucleotides. The oligonucleotides in each of the partitions may comprise a primer sequence (including a type of primer sequence described elsewhere herein) and a common sequence (e.g., a barcode sequence). Primer sequences in each partition can then be annealed to a plurality of different regions of the first fragments within each partition. The primer sequences can then be extended along the first fragments to produce amplified first fragments within each partition of the plurality of partitions. The amplified first fragments within the partitions may comprise any suitable coverage (as described elsewhere herein) of the genomic component. In some cases, the amplified first fragments within the partitions may comprise at least 1× coverage, at least 2× coverage, at least 5× coverage, at least 10× coverage, at least 20× coverage, at least 40× coverage, or greater coverage of the genomic component.
In some examples, amplification is performed using methods disclosed in U.S. Patent Application Publication No. 2016/0257984, which is entirely incorporated herein by reference for all purposes. In some cases, amplification may be performed using a priming free amplification by polymerization at nick sites (such as the priming free polymerization methods disclosed in U.S. Patent Application Publication No. 2016/0257984, which is entirely incorporated herein by reference for all purposes). Sequencing libraries produced via priming free amplification may provide superior sequencing results when compared to conventional primer-based amplification library preparation approaches. For instance, the priming free amplification approach may result in more even sequencing coverage across a broad range of GC base content when compared to primer-based amplification results. Improved sequencing coverage evenness may be achieved in priming free amplification, resulting in a more Poissonian distribution when compared to the distributions achieved using primer-based amplification.
At (i) in
The priming free amplification methods may be extended to provide a barcoding capability, for instance as shown in
A further approach to molecular barcoding following the priming free amplification is the use of a topoisomerase enzyme. For instance, topoisomerase I from Vaccinia virus may bind to duplex DNA at specific sites and cleave the phosphodiester backbone after 5′-CCCTT in one strand. Molecular barcoding may be achieved when an adapter sequence (such as an oligonucleotide) is pre-bound to a topoisomerase enzyme. The amplified templates may be prepared for blunt end ligation using, for instance, the Klenow fragment of DNA polymerase.
In some cases, amplification may be performed using the degenerate oligonucleotide primed-polymerase chain reaction (DOP-PCR) method. DOP-PCR uses a partially degenerate sequence in a PCR protocol with two different annealing temperatures. The first PCR cycles are performed using a low annealing temperature. These cycles are then followed by a large number of PCR cycles with a higher annealing temperature. The use of the lower first annealing temperature may ensure that fragments that are specifically tagged in the first PCR cycles are amplified at the higher second annealing temperature. The DOP-PCR method may allow random amplification of DNA from any source.
In addition to the use of two annealing temperatures, DOP-PCR is characterized by the use of modified PCR primers. The DOP-PCR primer consists of three regions. The 5′-end carries a recognition sequence for XhoI (C⋅TCGAG), a restriction endonuclease that cuts rarely within the human genome. The sequence is then followed by a middle portion containing six nucleotides of degenerate sequence (NNNNNN, where N=A, C, G, or T in approximately equal proportions) and a 3′-end sequence containing six specific bases (ATGTGG) which primes the reaction approximately every 4 kb. At a sufficiently low annealing temperature the six specific nucleotides included in the 3′-end of the degenerate oligonucleotide will anneal to the genomic strand allowing the primer to initiate PCR. The PCR fragments are then generated which contain the full length of the oligoprimer at one end and its complementary sequence at the other end. Subsequently, the temperature is increased to the level required for the full length of the degenerate primer to anneal.
In contrast to the pairs of target-specific primer sequences used in traditional PCR, a single primer, which has defined sequences at its 5′-end (containing an XhoI restriction site) and 3′-end and a random hexamer sequence between them, is used here. DOP-PCR comprises two different cycling stages. In the first low stringency phase, low-temperature annealing and extension in the first five to eight cycles occurs at many binding sites in the genome. The 3′-end of the primer binds at sites in the genome complementary to the 6-bp well-defined sequence at the 3′-end of the primer (˜10(6) sites in the human genome). The adjacent random hexamer sequence (displaying all possible combinations of the nucleotides A, G, C, and T) can then anneal and tags these sequences with the DOP primer. In the second stage, the PCR annealing temperature is raised, which increases priming specificity during amplification of the tagged sequence.
Additional examples of the DOP-PCR method are provided, for example, in Arneson et al, Whole-genome amplification by degenerate oligonucleotide primed PCR (DOP-PCR), CSH Protoc DOI: 10.1101/pdb.prot4919 (Published Jan. 1, 2008), which is entirely incorporated herein by reference for all purposes.
Although operations with various barcode designs have been discussed individually, individual beads can include barcode oligonucleotides of various designs for simultaneous use.
In addition to characterizing individual cells or viruses or cell or virus sub-populations from larger populations, the processes and systems described herein may also be used to characterize individual cells or viruses as a way to provide an overall profile of a cellular, or other organismal population. A variety of applications require the evaluation of the presence and quantification of different cells or viruses or organism types within a population of cells or viruses, including, for example, microbiome analysis and characterization, environmental testing, food safety testing, epidemiological analysis, e.g., in tracing contamination or the like. In particular, the analysis processes described above may be used to individually characterize, sequence and/or identify large numbers of individual cells or viruses within a population. This characterization may then be used to assemble an overall profile of the originating population, which can provide important prognostic and diagnostic information.
For example, shifts in human microbiomes, including, e.g., gut, buccal, epidermal microbiomes, etc., have been identified as being both diagnostic and prognostic of different conditions or general states of health. Using the cell bead analysis methods and systems described herein, one can again, characterize, sequence and identify individual cells in an overall population, and identify shifts within that population that may be indicative of diagnostic ally relevant factors. By way of example, sequencing of bacterial 16S ribosomal RNA genes has been used as a highly accurate method for taxonomic classification of bacteria. Using the targeted amplification and sequencing processes described above can provide identification of individual cells within a population of cells. One may further quantify the numbers of different cells within a population to identify current states or shifts in states over time. See, e.g., Morgan et al, PLoS Comput. Biol., Ch. 12, December 2012, 8(12):e1002808, and Ram et al., Syst. Biol. Reprod. Med., June 2011, 57(3):162-170, each of which is entirely incorporated herein by reference for all purposes. Likewise, identification and diagnosis of infection or potential infection may also benefit from the cell bead analyses described herein, e.g., to identify microbial species present in large mixes of other cells and/or nucleic acids, from any diagnostically relevant environment, e.g., cerebrospinal fluid, blood, fecal or intestinal samples, or the like.
The foregoing analyses may also be particularly useful in the characterization of potential drug resistance of different cells or pathogens, e.g., cancer cells, bacterial pathogens, etc., through the analysis of distribution and profiling of different resistance markers/mutations across cell populations in a given sample. Additionally, characterization of shifts in these markers/mutations across populations of cells over time can provide valuable insight into the progression, alteration, prevention, and treatment of a variety of diseases characterized by such drug resistance issues.
Similarly, analysis of different environmental samples to profile the microbial organisms, viruses, or other biological contaminants that are present within such samples, can provide important information about disease epidemiology, and potentially aid in forecasting disease outbreaks, epidemics an pandemics.
As described above, the methods, systems and compositions described herein may also be used for analysis and characterization of other aspects of individual cells or viruses or populations of cells or viruses. In an example process, a sample is provided that contains cells associated with cell beads that are to be analyzed and characterized as to their cell surface proteins. Also provided is a library of antibodies, antibody fragments, or other molecules having a binding affinity to the cell surface proteins or antigens (or other cell features) for which the cell is to be characterized (also referred to herein as cell surface feature binding groups). For ease of discussion, these affinity groups are referred to herein as binding groups. The binding groups can include a reporter molecule that is indicative of the cell surface feature to which the binding group binds. In particular, a binding group type that is specific to one type of cell surface feature will comprise a first reporter molecule, while a binding group type that is specific to a different cell surface feature will have a different reporter molecule associated with it. In some aspects, these reporter molecules will comprise oligonucleotide sequences. Oligonucleotide based reporter molecules can provide advantages of being able to generate significant diversity in terms of sequence, while also being readily attachable to most biomolecules, e.g., antibodies, etc., as well as being readily detected, e.g., using sequencing or array technologies. In the example process, the binding groups include oligonucleotides attached to them. Thus, a first binding group type, e.g., antibodies to a first type of cell surface feature, will have associated with it a reporter oligonucleotide that has a first nucleotide sequence. Different binding group types, e.g., antibodies having binding affinity for other, different cell surface features, will have associated therewith reporter oligonucleotides that comprise different nucleotide sequences, e.g., having a partially or completely different nucleotide sequence. In some cases, for each type of cell surface feature binding group, e.g., antibody or antibody fragment, the reporter oligonucleotide sequence may be known and readily identifiable as being associated with the known cell surface feature binding group. These oligonucleotides may be directly coupled to the binding group, or they may be attached to a bead, molecular lattice, e.g., a linear, globular, cross-linked, or other polymer, or other framework that is attached or otherwise associated with the binding group, which allows attachment of multiple reporter oligonucleotides to a single binding group.
In the case of multiple reporter molecules coupled to a single binding group, such reporter molecules can comprise the same sequence, or a particular binding group will include a known set of reporter oligonucleotide sequences. As between different binding groups, e.g., specific for different cell surface features, the reporter molecules can be different and attributable to the particular binding group.
Attachment of the reporter groups to the binding groups may be achieved through any of a variety of direct or indirect, covalent or non-covalent associations or attachments. For example, in the case of oligonucleotide reporter groups associated with antibody based binding groups, such oligonucleotides may be covalently attached to a portion of an antibody or antibody fragment using chemical conjugation techniques (e.g., Lightning-Link® antibody labeling kits available from Innova Biosciences), as well as other non-covalent attachment mechanisms, e.g., using biotinylated antibodies and oligonucleotides (or beads that include one or more biotinylated linker, coupled to oligonucleotides) with an avidin or streptavidin linker. Antibody and oligonucleotide biotinylation techniques are available (See, e.g., Fang, et al., Fluoride-Cleavable Biotinylation Phosphoramidite for 5′-end-Labeling and Affinity Purification of Synthetic Oligonucleotides, Nucleic Acids Res. Jan. 15, 2003; 31(2):708-715, DNA 3′ End Biotinylation Kit, available from Thermo Scientific, which is entirely incorporated herein by reference for all purposes). Likewise, protein and peptide biotinylation techniques have been developed and are readily available (See, e.g., U.S. Pat. No. 6,265,552, which is entirely incorporated herein by reference for all purposes).
The reporter oligonucleotides may be provided having any of a range of different lengths, depending upon the diversity of reporter molecules or a given analysis, the sequence detection scheme employed, and the like. In some cases, these reporter sequences can be greater than about 5 nucleotides in length, greater than or equal to about 10 nucleotides in length, greater than or equal to about 20, 30, 40, 50, 60, 70, 80, 90, 100, 120, 150 or 200 nucleotides in length. In some cases, these reporter nucleotides may be less than about 250 nucleotides in length, less than or equal to about 200, 180, 150, 120 100, 90, 80, 70, 60, 50, 40, or 30 nucleotides in length. In many cases, the reporter oligonucleotides may be selected to provide barcoded products that are already sized, and otherwise configured to be analyzed on a sequencing system. For example, these sequences may be provided at a length that ideally creates sequenceable products of a length for particular sequencing systems. Likewise, these reporter oligonucleotides may include additional sequence elements, in addition to the reporter sequence, such as sequencer attachment sequences, sequencing primer sequences, amplification primer sequences, or the complements to any of these.
In operation, a cell-containing sample is incubated with the binding molecules and their associated reporter oligonucleotides, for any of the cell surface features to be analyzed. Following incubation, the cells are washed to remove unbound binding groups. Following washing, the cells (or components) are encapsulated into cell beads and the cell beads partitioned into separate partitions, e.g., droplets, along with the barcode carrying beads described above, where each partition includes a limited number of cells, e.g., in some cases, a single cell. Upon releasing the barcodes from the beads and the cell or cell components from the cell beads, they will prime the amplification and barcoding of the reporter oligonucleotides. As noted above, the barcoded replicates of the reporter molecules may additionally include functional sequences, such as primer sequences, attachment sequences or the like.
The barcoded reporter oligonucleotides are then subjected to sequence analysis to identify which reporter oligonucleotides bound to the cells within the partitions. Further, by also sequencing the associated barcode sequence, one can identify that a given cell surface feature likely came from the same cell as other, different cell surface features, whose reporter sequences include the same barcode sequence, i.e., they were derived from the same partition.
Based upon the reporter molecules that emanate from an individual partition based upon the presence of the barcode sequence, one may then create a cell surface profile of individual cells from a population of cells. Profiles of individual cells or populations of cells may be compared to profiles from other cells, e.g., ‘normal’ cells, to identify variations in cell surface features, which may provide diagnostically relevant information. In particular, these profiles may be particularly useful in the diagnosis of a variety of disorders that are characterized by variations in cell surface receptors, such as cancer and other disorders.
In one application, the methods and systems described herein may be used to characterize cell or virus features, such as cell surface features, e.g., proteins, receptors, etc. In particular, the methods described herein may be used to attach reporter molecules to these cell features, that when partitioned as described above, may be barcoded and analyzed, e.g., using DNA sequencing technologies, to ascertain the presence, and in some cases, relative abundance or quantity of such cell or virus features within an individual cell or virus or population of cells or viruses.
In a particular example, a library of potential cell binding ligands, e.g., antibodies, antibody fragments, cell surface receptor binding molecules, or the like, maybe provided associated with a first set of nucleic acid reporter molecules, e.g., where a different reporter oligonucleotide sequence is associated with a specific ligand, and therefore capable of binding to a specific cell surface feature. In some aspects, different members of the library may be characterized by the presence of a different oligonucleotide sequence label, e.g., an antibody to a first type of cell surface protein or receptor may have associated with it a first known reporter oligonucleotide sequence, while an antibody to a second receptor protein may have a different known reporter oligonucleotide sequence associated with it. Prior to co-partitioning, the cells may be incubated with the library of ligands, that may represent antibodies to a broad panel of different cell surface features, e.g., receptors, proteins, etc., and which include their associated reporter oligonucleotides. Unbound ligands are washed from the cells, and the cells are then co-partitioned along with the barcode oligonucleotides described above. As a result, the partitions will include the cell or cells, as well as the bound ligands and their known, associated reporter oligonucleotides.
One may then subject the reporter oligonucleotides to the barcoding operations described above for cellular nucleic acids, to produce barcoded, reporter oligonucleotides, where the presence of the reporter oligonucleotides can be indicative of the presence of the particular cell surface feature, and the barcode sequence will allow the attribution of the range of different cell surface features to a given individual cell or population of cells based upon the barcode sequence that was co-partitioned with that cell or population of cells. As a result, one may generate a cell-by-cell profile of the cell surface features within a broader population of cells. This aspect of the methods and systems described herein is described in greater detail below.
This example is schematically illustrated in
Cells may be treated with cell surface associated reagents prior to being processed such that the cells or components of the cells are encapsulated within cell beads. Upon partitioning of cell beads with barcoded beads as described elsewhere herein, barcodes from the barcode beads can be used to generate barcoded constructs derived from reporter molecules associated with cell surface associated reagents.
Also provided herein are kits for analyzing individual cells or viruses or small populations of cells or viruses. The kits may include one, two, three, four, five or more, up to all of partitioning fluids, including both aqueous buffers and non-aqueous partitioning fluids or oils, nucleic acid barcode libraries that are releasably associated with beads, as described herein, microfluidic devices, reagents for disrupting cells amplifying nucleic acids, and providing additional functional sequences on fragments of cellular nucleic acids or replicates thereof, as well as instructions for using any of the foregoing in the methods described herein.
In encapsulating single cell beads and single barcode beads within a droplet, it may be useful to utilize methods and systems which allow one or more chemical or biochemical operations enacted on the encapsulated material of the single cell bead to proceed to completion prior to allowing the encapsulated material to interact with the barcodes of the barcode bead. For instance, chemicals used in preparing a cell for barcoding may be chemically incompatible with the beads or barcodes themselves. As an example, prior to or contemporaneous to co-partitioning cell beads and barcode beads, lysis agents (which, may, for example, degrade barcodes), such as sodium hydroxide (NaOH), may be used to lyse a cell encapsulated in a cell bead in order to allow the macromolecular constituents of the encapsulated be released for later interaction with the bead and its barcodes.
Furthermore, reagents may be used to perform one or more additional chemical or biochemical operation following lysis of a cell encapsulated in a cell bead. Reagents may include any reagents useful in performing an operation (e.g., a reaction), such as, for example, nucleic acid modification (e.g., ligation, digestion, methylation, random mutagenesis, bisulfite conversion, uracil hydrolysis, nucleic acid repair, capping, or decapping), nucleic acid amplification (e.g., isothermal amplification or PCR), nucleic acid insertion or cleavage (e.g., via CRISPR/Cas9-mediated or transposon-mediated insertion or cleavage), or reverse transcription. Additionally, it may be useful to utilize methods and systems that allow the preparation of target sequence or sequencing reads specific to macromolecular constituents of interest at a higher rate than non-target specific reads. For instance, the methods and systems may be characterized by their suppression of no template control (NTC) effects.
The systems and methods described herein may allow for the production of one or more droplets containing a single cell bead and a single barcode bead. The systems and methods may also allow for the production of one or more droplets containing a single cell bead and more than barcode one bead, one or more droplets containing more than one cell bead and a single barcode bead, or one or more droplets containing more than one cell bead and more than one barcode bead.
In operation 710, a first liquid phase comprising a plurality of cell beads is provided. The first liquid phase may be aqueous. The first liquid phase may comprise a cellular growth medium. The first liquid phase may comprise a minimal growth medium.
In operation 720, a second liquid phase comprising a plurality of barcode beads can be provided. The second liquid phase may be aqueous. The second liquid phase may comprise a cellular growth medium. The second liquid phase may comprise a minimal growth medium. The barcode beads each contain a barcode to barcode one or more macromolecular constituents of the plurality of cell beads. In some cases, the first liquid phase and the second liquid phase are the same phase. In some cases, the first liquid phase and the second liquid phase are mixed to provide a mixed phase.
In operation 730, the first liquid phase and the second liquid phase can be brought together with a third liquid phase that is immiscible with the first and second liquid phase. The third liquid phase may interact with the first and second liquid phases in such a manner as to partition each of the plurality of cell beads and the plurality of barcode beads into a plurality of droplets. The third liquid phase may comprise an oil. The third liquid phase may comprise a fluorinated hydrocarbon. In some cases, a given droplet may include a single cell bead and a single barcode bead. In some cases, at least 80%, at least 90%, at least 95%, at least 99%, at least 99.5%, at least 99.9%, at least 99.95%, or at least 99.99% of the droplets may contain a single cell bead. Moreover, while the first liquid phase and second liquid phase are partitioned into droplets in this example, other types of partitions can be implemented at operation 730, including those described elsewhere herein, such as a well.
In operation 740, the barcode can be used to barcode one or more macromolecular constituents of a given cell bead in a given droplet. In some cases, the macromolecular constituents of the cell bead are subjected to conditions sufficient for nucleic acid amplification for barcoding. In such cases, a barcode can function as a primer in such amplification. In other cases, ligation can be used for barcoding. In some cases, the macromolecular constituents are released from the cell bead prior to amplification. In some cases, the barcode is used to identify one or more macromolecular constituents of the cell bead. In some cases, a barcoded macromolecule is subjected to nucleic acid sequencing to identify one or more macromolecular components. In some cases, the sequencing is untargeted sequencing. In some cases, the sequencing is targeted sequencing. In some cases, droplets comprise an agent that can release the macromolecular constituents from the cell bead during or prior to barcoding. In some cases, a given barcoded sequencing read can be used to identify the cell (which may have been encapsulated in a cell bead) from which the barcoded sequencing read was generated. Such capability can link particular sequences to particular cells.
In operation 750, the barcoded macromolecules (or derivatives thereof) can be subjected to sequencing to generate reads. The sequencing may be performed within a droplet (or partition). The sequencing may be performed outside of a droplet. For instance, the sequencing may be performed by releasing the barcoded macromolecules from a droplet (e.g., by breaking an emulsion comprising the droplets) and sequencing the barcoded macromolecules using a sequencer, such as an Illumina sequencer or any other sequencer described herein.
In some cases, prior to sequencing, the barcoded macromolecules may be further processed. For example, the barcoded macromolecules are subjected to nucleic acid amplification (e.g., PCR) prior to sequencing. In some cases, additional sequences are ligated to barcoded macromolecules. Such further processing may be performed in a droplet or external to the droplet, such as by releasing the barcoded macromolecules from the droplets.
In some cases, the sequencing is nucleic acid sequencing. In some cases, the nucleic acid sequencing is massively parallel sequencing. In some cases, the nucleic acid sequencing is digital polymerase chain reaction (PCR) sequencing. The sequencing may produce target specific reads from macromolecular constituents of interest from a cell bead and non-target specific reads of other macromolecular sequences. The target specific reads may correspond to one or more nucleic acid sequences from a cell bead. In some cases, the non-target specific reads may arise from macromolecules external to the cell bead. For instance, the non-target specific reads may correspond to one or more exogenous nucleic acid sequences. As another example, the non-target specific reads may arise from no-template control effects. The reads may be characterized by a target specific read to non-target specific read ratio. The target specific read to non-target specific read ratio may be greater than 5, greater than 10, greater than 100, greater than 1,000, greater than 10,000, greater than greater than 1,000,000, greater than greater than 10,000,000, greater than 100,000,000, or greater than 1,000,000,000.
In operation 910, a first liquid phase comprising a plurality of cells is provided. The first liquid phase may be aqueous. The first liquid phase may comprise a cellular growth medium. The first liquid phase may comprise a minimal growth medium.
In operation 920, a second liquid phase comprising a plurality of barcode beads can be provided. The second liquid phase may be aqueous. The second liquid phase may comprise a cellular growth medium. The second liquid phase may comprise a minimal growth medium. The barcode beads each contain a barcode to barcode one or more macromolecular constituents of the plurality of cells. In some cases, the first liquid phase and the second liquid phase are the same phase. In some cases, the first liquid phase and the second liquid phase are mixed to provide a mixed phase.
In operation 930, the first liquid phase and the second liquid phase can be brought together with a third liquid phase that is immiscible with the first and second liquid phase. The third liquid phase may interact with the first and second liquid phases in such a manner as to partition each of the plurality of cells and the plurality of barcode beads into a plurality of droplets. The third liquid phase may comprise an oil and may also comprise a surfactant. The third liquid phase may comprise a fluorinated hydrocarbon. In some cases, a given droplet may include a single cell and a single barcode bead. In some cases, at least 80%, at least 90%, at least 95%, at least 99%, at least 99.5%, at least 99.9%, at least 99.95%, or at least 99.99% of the droplets may contain a single cell. In operation 930, the first liquid phase and the second liquid phase are brought together with a third liquid phase that is immiscible with the first and second liquid phase. The third liquid phase may interact with the first and second liquid phases in such a manner as to partition each of the plurality of cells and the plurality of barcode beads into a plurality of droplets. The third liquid phase may comprise an oil. The third liquid phase may comprise a fluorinated hydrocarbon. In some cases, a given droplet may include a single cell and a single barcode bead. In some cases, at least 80%, at least 90%, at least 95%, at least 99%, at least 99.5%, at least 99.9%, at least 99.95%, or at least 99.99% of the droplets may contain a single cell. Moreover, while the first liquid phase and second liquid phase are partitioned into droplets in this example, other types of partitions can be implemented at operation 930, including those described elsewhere herein, such as a well.
In operation 940, the cell can be subject to lysis. Lysis may be completed as described elsewhere herein, including with a lysis agent. A lysis agent may be included within a droplet such that lysis occurs within the droplet. Lysis of the cell within the droplet can release macromolecular constituents from the cell for additional processing, such as barcoding.
In operation 950, the barcode can be used to barcode one or more macromolecular constituents of a given cell in a given droplet. Barcoding can be completed via PHASE amplification as described elsewhere herein. Barcode beads can comprise oligonucleotides having a barcode sequence and a primer sequence that hybridizes with macromolecular constituents released from cells. These oligonucleotides may be released from barcode beads, including within droplets. In some cases, the cell is subjected to conditions sufficient for nucleic acid amplification. In some cases, the barcode is used to identify one or more macromolecular constituents of the cell. In some cases, the barcode is subjected to nucleic acid sequencing to identify one or more macromolecular components. In some cases, the sequencing is untargeted sequencing. In some cases, the sequencing is targeted sequencing.
In operation 960, the barcoded macromolecules (or derivatives thereof) can be subjected to sequencing to generate reads. The sequencing may be performed within a droplet. The sequencing may be performed outside of a droplet. For instance, the sequencing may be performed by releasing the barcoded macromolecules from a droplet and sequencing the barcoded macromolecules using a sequencer, such as an Illumina sequencer or any other sequencer described herein. In some cases, a given barcoded sequencing read can be used to identify the cell from which the barcoded sequencing read was generated. Such capability can link particular sequences to particular cells. Additional details and examples regarding nucleic acid sequencing methods and the use of barcodes for identification are described elsewhere herein.
In some cases, prior to sequencing, the barcoded macromolecules may be further processed. For example, the barcoded macromolecules are subjected to nucleic acid amplification (e.g., PCR) prior to sequencing. In some cases, additional sequences are ligated to barcoded macromolecules. Such further processing may be performed in a droplet or external to the droplet, such as by releasing the barcoded macromolecules from the droplets.
In operation 1010, a first liquid phase comprising a plurality of cells is provided. The first liquid phase may be aqueous. The first liquid phase may comprise a cellular growth medium. The first liquid phase may comprise a minimal growth medium.
In operation 1020, a second liquid phase comprising a plurality of barcode beads can be provided. The second liquid phase may be aqueous. The second liquid phase may comprise a cellular growth medium. The second liquid phase may comprise a minimal growth medium. The barcode beads each contain a barcode to barcode one or more macromolecular constituents of the plurality of cells. In some cases, the first liquid phase and the second liquid phase are the same phase. In some cases, the first liquid phase and the second liquid phase are mixed to provide a mixed phase.
In operation 1030, the first liquid phase and the second liquid phase can be brought together with a third liquid phase that is immiscible with the first and second liquid phase. The third liquid phase may interact with the first and second liquid phases in such a manner as to partition each of the plurality of cells and the plurality of barcode beads into a plurality of droplets. The third liquid phase may comprise an oil and may also comprise a surfactant. The third liquid phase may comprise a fluorinated hydrocarbon. In some cases, a given droplet may include a single cell and a single barcode bead. In some cases, at least 80%, at least 90%, at least 95%, at least 99%, at least 99.5%, at least 99.9%, at least 99.95%, or at least 99.99% of the droplets may contain a single cell. In operation 1030, the first liquid phase and the second liquid phase are brought together with a third liquid phase that is immiscible with the first and second liquid phase. The third liquid phase may interact with the first and second liquid phases in such a manner as to partition each of the plurality of cells and the plurality of barcode beads into a plurality of droplets. The third liquid phase may comprise an oil. The third liquid phase may comprise a fluorinated hydrocarbon. In some cases, a given droplet may include a single cell and a single barcode bead. In some cases, at least 80%, at least 90%, at least 95%, at least 99%, at least 99.5%, at least 99.9%, at least 99.95%, or at least 99.99% of the droplets may contain a single cell. Moreover, while the cells are partitioned into droplets in this example, other types of partitions can be implemented at operation 1030, including those described elsewhere herein, such as a well.
In operation 1040, the cell can be subjected to lysis. Lysis may be completed as described elsewhere herein, including with a lysis agent. A lysis agent may be included within a droplet such that lysis occurs within the droplet. Lysis of the cell within the droplet can release macromolecular constituents from the cell for additional process, such as barcoding.
In operation 1050, the barcode can be used to barcode one or more macromolecular constituents of a given cell in a given droplet. Barcoding can be completed via DOP-PCR amplification. Barcode beads can comprise oligonucleotides having a barcode sequence and a primer sequence that hybridizes with macromolecular constituents released from cells. These oligonucleotides may be released from beads, including within droplets. In some cases, the macromolecular constituents of the cell are subjected to conditions sufficient for nucleic acid amplification. In some cases, the barcode is used to identify one or more macromolecular constituents of the cell. In some cases, the barcode is subjected to nucleic acid sequencing to identify one or more macromolecular components. In some cases, the sequencing is untargeted sequencing. In some cases, the sequencing is targeted sequencing.
In operation 1060, the barcoded macromolecules (or derivatives thereof) can be subjected to sequencing to generate reads. The sequencing may be performed within a droplet. The sequencing may be performed outside of a droplet. For instance, the sequencing may be performed by releasing the barcoded macromolecules from a droplet and sequencing the barcoded macromolecules using a sequencer, such as an Illumina sequencer or any other sequencer described herein. In some cases, a given barcoded sequencing read can be used to identify the cell from which the barcoded sequencing read was generated. Such capability can link particular sequences to particular cells. Additional details and examples regarding nucleic acid sequencing methods and the use of barcodes for identification are described elsewhere herein.
In some cases, prior to sequencing, the barcoded macromolecules may be further processed. For example, the barcoded macromolecules are subjected to nucleic acid amplification (e.g., PCR) prior to sequencing. In some cases, additional sequences are ligated to barcoded macromolecules. Such further processing may be performed in a droplet or external to the droplet, such as by releasing the barcoded macromolecules from the droplets.
In operation 1110, a first liquid phase comprising a plurality of cells is provided. The first liquid phase may be aqueous. The first liquid phase may comprise a cellular growth medium. The first liquid phase may comprise a minimal growth medium.
In operation 1120, the cells can be subjected to conditions sufficient to cross-link at least a portion of the cells. In some cases, the cells are subjected to conditions sufficient to cross-link at least a portion of a membrane. In some cases, the cells are subjected to conditions sufficient to cross-link the entirety of a membrane. The cross-linking may be achieved by exposing the cells to diothiobis(succinimidylpropionate) (DSP). The cross-linking may be achieved by exposing the cells to any cross-linking agent. The cross-linked portion of the cells may be diffusively permeable to chemical or biochemical reagents. The cross-linked portion may be diffusively impermeable to macromolecular constituents of the cells. In this manner, the cross-linked portion may act to allow the cells to be subjected to chemical or biochemical operations while spatially confining the macromolecular constituents to a region of the droplet defined by the cross-linked portion.
In operation 1130, the cross-linked cells can be subjected to conditions sufficient to lyse the cross-linked cells. In some cases, lysis may be completed in a droplet, such as, for example, via a lysis agent in a droplet. The lysis of the cross-linked cells may occur subsequent to subjecting the cross-linked cells to conditions sufficient to cross-link the cells. In some cases, the lysis of the cross-linked cells may occur contemporaneously with subjecting the cells to conditions sufficient to cross-link the cells. In some cases, lysis may be completed in bulk with multiple cross-linked cells treated in one pot. The lysis may disrupt components of the cross-linked cell that aid in containing macromolecular constituents of the cells. However, the cross-linking of the cell may provide a barrier such that the “released” materials are still retained within the cross-linked cell. The lysis may be achieved by exposing the cross-linked cells to sodium hydroxide (NaOH), potassium hydroxide (KOH), or any other alkaline agent. The lysis may be achieved by exposing the cross-linked cells to a detergent, such as sodium dodecyl sulfate (SDS), 4-(1,1,3,3-Tetramethylbutyl)phenyl-polyethylene glycol (TRITON X-100) or any non-ionic surfactant, or a saponin. The lysis may be achieved by exposing the cross-linked cells to an enzyme, such as a proteinase or a lytic enzyme (such as a lysozyme, cellulose, or zymolase). The lysis may be achieved by exposing the cross-linked cells to freeze thawing. The lysis may be achieved by exposing the cross-linked cells to electromagnetic radiation, such as ultraviolet (UV) light. The lysis may be achieved by exposing the cross-linked cells to heat. The lysis may be achieved by exposing the cross-linked cells to any other lysis agent.
In operation 1140, the lysed, cross-linked cells can be subjected to conditions sufficient to denature one or more macromolecular constituents of the lysed, cross-linked cells. In some cases, denaturation is achieved in bulk, where more than one cross-linked cell is subjected to denaturation conditions in a single pot. The denaturing may be achieved by exposing the cross-linked cells to sodium hydroxide (NaOH). The denaturing may be achieved by exposing the cross-linked cells to any other denaturing agent. In some examples, operation 1140 is completed contemporaneous to operation 1130. In some examples, a denaturing agent can both denature macromolecular constituents and lyse the cross-linked cells.
In operation 1150, a second liquid phase comprising a plurality of barcode beads can be provided. The second liquid phase may be aqueous. The second liquid phase may comprise a cellular growth medium. The second liquid phase may comprise a minimal growth medium. The barcode beads each contain a barcode to barcode one or more macromolecular constituents of the plurality of cross-linked cells. In some cases, the first liquid phase and the second liquid phase are the same phase. In some cases, the first liquid phase and the second liquid phase are mixed to provide a mixed phase.
In operation 1160, the first liquid phase and the second liquid phase can be brought together with a third liquid phase that is immiscible with the first and second liquid phase. The third liquid phase may interact with the first and second liquid phases in such a manner as to partition each of the plurality of cross-linked cells and the plurality of barcode beads into a plurality of droplets. The third liquid phase may comprise an oil and may also comprise a surfactant. The third liquid phase may comprise a fluorinated hydrocarbon. In some cases, a given droplet may include a single cross-linked cell and a single barcode bead. In some cases, at least 80%, at least 90%, at least 95%, at least 99%, at least 99.5%, at least 99.9%, at least 99.95%, or at least 99.99% of the droplets may contain a single cross-linked cell. Moreover, while cross-linked cells are partitioned into droplets in this example, other types of partitions can be implemented at operation 1160, including those described elsewhere herein, such as a well.
In operation 1170, the cross-linked cells can be subjected to conditions sufficient to reverse the cross-linking. The reversal of the cross-linking may be achieved by exposing the cross-linked cells to a reducing agent (e.g., dithiothreitol (DTT)), which may be present in a droplet. The reversal of the cross-linking may be achieved by exposing the cross-linked cells to any substance capable of reversing cross-linking. Reversal of cross-linking can release the macromolecular constituents of the cross-linked cells to the interiors of the droplets. In some cases, operation 1170 also includes releasing barcodes from the barcode beads, which may be achieved with the same stimulus, such as, for example used to reverse cross-linking of the cells. In some cases, the stimuli are different. Released barcodes can then participate in barcoding as in operation 1180.
In operation 1180, the barcode can be used to barcode one or more macromolecular constituents of a given cross-linked cell in a given droplet. In some cases, the macromolecular constituents are subjected to conditions sufficient for nucleic acid amplification for barcoding. In such cases, the barcodes released from the barcode beads can function as primers in such amplification. In some cases, ligation is used for barcoding. In some cases, the barcode is used to identify one or more macromolecular constituents of the cross-linked cell. In some cases, the barcode is subjected to nucleic acid sequencing to identify one or more macromolecular components. In some cases, the sequencing is untargeted sequencing. In some cases, the sequencing is targeted sequencing.
In operation 1190, the barcoded macromolecules (or derivatives thereof) can be subjected to sequencing to generate reads. The sequencing may be performed within a droplet. The sequencing may be performed outside of a droplet. For instance, the sequencing may be performed by releasing the barcoded macromolecules from a droplet and sequencing the barcoded macromolecules using a sequencer, such as an Illumina sequencer or any other sequencer described herein. In some cases, a given barcoded sequencing read can be used to identify the cell (which may have been a cross-linked cell) from which the barcoded sequencing read was generated. Such capability can link particular sequences to particular cells. Additional details and examples regarding nucleic acid sequencing methods and the use of barcodes for identification are described elsewhere herein.
In some cases, prior to sequencing, the barcoded macromolecules may be further processed. For example, the barcoded macromolecules are subjected to nucleic acid amplification (e.g., PCR) prior to sequencing. In some cases, additional sequences are ligated to barcoded macromolecules. Such further processing may be performed in a droplet or external to the droplet, such as by releasing the barcoded macromolecules from the droplets.
In operation 1310, a first liquid phase comprising a plurality of cells is provided. The first liquid phase may be aqueous. The first liquid phase may comprise a cellular growth medium. The first liquid phase may comprise a minimal growth medium. The first liquid phase may further comprise precursors that are capable of being polymerized or gelled. The precursors that are capable of being polymerized or gelled may comprise poly(acrylamide-co-acrylic acid). The first liquid phase may further comprise a first agent that is completely or partially capable of polymerizing or gelling the precursors, such as an acylating agent. The acylating agent may comprise 4-(4,6-dimethoxy-1,3,5-triazin-2-yl)-4-methylmorpholinium chloride (DMTMM). The first liquid phase may comprise other salts of 4-(4,6-dimethoxy-1,3,5-triazin-2-yl)-4-methylmorpholinium. Additional examples of precursors include polyacrylamide, species comprising a disulfide bond (e.g., cystamine (2,2′-dithiobis(ethylamine), disulfide cross-linked polyacrylamide, agarose, alginate, polyvinyl alcohol, polyethylene glycol (PEG)-diacrylate, PEG-acrylate, PEG-thiol, PEG-azide, PEG-alkyne, other acrylates, chitosan, hyaluronic acid, collagen, fibrin, gelatin, or elastin. Moreover, in some cases, precursors are pre-formed polymer chains that can be crosslinked (e.g., via gelation) to form larger structures such as beads. In some cases, precursors may be monomeric species that are polymerized to form larger structures such as beads.
The first liquid phase may further comprise one or more of a magnetic particle, reagents for reverse transcription (e.g., oligonucleotide primers or reverse transcriptase), reagents for nucleic acid amplification (e.g., primers (e.g. random primers, primers specific for given DNA loci), polymerases, nucleotides (e.g. unmodified nucleotides, modified nucleotides, or non-canonical nucleotides), co-factors (e.g., ionic co-factors)) or reagents for nucleic acid modification, including ligation, digestion, methylation, random mutagenesis, bisulfite conversion, uracil hydrolysis, nucleic acid repair, nucleic acid insertion or cleavage (e.g. via CRISPR/Cas9-mediated or transposon-mediated insertion or cleavage), capping and decapping.
In operation 1320, the first liquid phase can be brought into contact with an immiscible second liquid phase to form a plurality of droplets. The third liquid phase may comprise an oil and may also comprise a surfactant. The third liquid phase may comprise a fluorinated hydrocarbon. In some cases, a given droplet may include a single cell and precursors that are capable of being polymerized or gelled. In some cases, at least 80%, at least 90%, at least 95%, at least 99%, at least 99.5%, at least 99.9%, at least 99.95%, or at least 99.99% of the droplets may contain a single cell.
In operation 1330, the droplets can be subjected to conditions sufficient to polymerize or gel the precursors. The conditions sufficient to polymerize or gel the precursors may comprise exposure to heating, cooling, electromagnetic radiation, or light. The conditions sufficient to polymerize or gel the precursors may comprise any conditions sufficient to polymerize or gel the precursors. Following polymerization or gelling, a polymer or gel may be formed around the cells or cell components, such that they are encapsulated in cell beads. The polymer or gel may be diffusively permeable to chemical or biochemical reagents. The polymer or gel may be diffusively impermeable to macromolecular constituents of the cells or cell components. In this manner, the polymer or gel may act to allow the cell beads to be subjected to chemical or biochemical operations while spatially confining the contents of the cells beads to a region defined by the polymer or gel.
The cell beads may be functionalized to bind to targeted analytes, such as nucleic acids, proteins, or other analytes. The polymer or gel of the cell beads may be polymerized or gelled via a passive mechanism. The polymer or gel may be stable in alkaline conditions or at elevated temperature. The polymer or gel may have mechanical properties similar to the mechanical properties (e.g., tensile strength) of a bead. The polymer or gel may be of a lower density than an oil. The cell beads may be of a density that is roughly similar to that of a buffer. The cell beads may have a tunable pore size. The pore size may be chosen to, for instance, retain denatured nucleic acids. The pore size may be chosen to maintain diffusive permeability to exogenous chemicals such as sodium hydroxide (NaOH) and/or endogenous chemicals such as inhibitors. The cell beads may be biocompatible. The polymer or gel of the cell beads may maintain or enhance cell viability. The cell beads may be biochemically compatible. The polymer or gel of the cell beads may be polymerized and/or depolymerized thermally, chemically, enzymatically, and/or optically.
In some examples, the resulting cell beads may comprise poly(acrylamide-co-acrylic acid) crosslinked with disulfide linkages. The preparation of these cell beads may comprise a two-operation reaction. In the first activation operation, poly(acrylamide-co-acrylic acid) may be exposed to an acylating agent to convert carboxylic acids to esters. For instance, the poly(acrylamide-co-acrylic acid) may be exposed to 4-(4,6-dimethoxy-1,3,5-triazin-2-yl)-4-methylmorpholinium chloride (DMTMM). The polyacrylamide-co-acrylic acid may be exposed to other salts of 4-(4,6-dimethoxy-1,3,5-triazin-2-yl)-4-methylmorpholinium. In the second cross-linking operation, the ester formed in the first operation may be exposed to a disulfide crosslinking agent. For instance, the ester may be exposed to cystamine (2,2′-dithiobis(ethylamine)). Following the two operations, an encapsulated cell or its components are surrounded by polymeric strands, such as polyacrylamide strands linked together by disulfide bridges thereby resulting in a cell bead. In this manner, the cell may be encased inside of the cell bead. In some cases, one or more magnetic (e.g., paramagnetic) particles may be encapsulated within a cell bead such, as for example, by also including such particles within a droplet along with polymeric precursors.
Cell beads may be or include a cell, cell derivative, cellular material and/or material derived from the cell in, within, or encased in a matrix, such as a polymeric matrix. A cell encapsulated by a bead may be a live cell.
In operation 1340, cell beads generated from precursors in droplets are suspended in the second liquid phase may be resuspended into an aqueous environment by a solvent exchange process. Such processing can promote the processing of cell beads with additional aqueous phase materials. The solvent exchange process may comprise the operations of collecting cell beads in droplets (for instance, in an Eppendorf tube or other collection vessel), removing excess oil (for instance, by pipetting), adding a ligation buffer (such as a 3× ligation buffer), vortexing, adding a buffer (such as a 1× 1H,1H,2H,2H-perfluoro-1-octanol (PFO) buffer), vortexing, centrifugation, and separation. The separation operation may comprise magnetic separation via attraction of encapsulated magnetic particles. The magnetic separation may be accomplished by using a magnetic separating apparatus to pull cell beads containing magnetic particles away from unwanted remaining oil and solvents. For instance, the magnetic separation apparatus may be used to pull cell beads containing magnetic particles away from the ligation buffer and PFO to allow removal of the ligation buffer and PFO (for instance by pipetting). The cell beads containing magnetic particles may then be suspended in a ligation buffer and vortexed. The cell beads containing paramagnetic particles may again be separated magnetically and the ligation buffer may be removed. This cycle of re-suspension, vortexing, and magnetic separation may be repeated until the cell beads are free or substantially free of oil phase and suspended in aqueous medium. For instance, the cycle may be repeated 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, or more than 10 times. The cell beads may then be processed in aqueous phases and with additional materials.
Once the cell beads are in an aqueous medium, the cell beads may be further treated. For instance, the cell beads in aqueous solution may be filtered (for instance, using a 70 μm filter) to remove clumps and/or large cell beads from the solution. In some cases, additional reagents may be added to and/or removed from the aqueous medium to further process the cell beads. Further processing can include, without limitation, reverse transcription, nucleic acid amplification, and nucleic acid modification of macromolecular constituents within the cell beads.
In operation 1350, the cell beads can be subjected to conditions sufficient to lyse the cells encapsulated in the cell beads. In some cases, lysis is completed via a lysis agent present in a droplet. In some cases, lysis is completed in bulk, for example with the aid of a lysis agent that contacts a plurality of cell beads in one pot. In some cases, the lysis of the cells occurs subsequent to subjecting the cells to conditions sufficient to encapsulate the cells in the polymer or gel. The lysis may release macromolecular constituents of the lysed cells. The lysis may be achieved by exposing the cell beads to sodium hydroxide (NaOH), potassium hydroxide (KOH), or any other alkaline agent. The lysis may be achieved by exposing the cell beads to a detergent, such as sodium dodecyl sulfate (SDS), 4-(1,1,3,3-Tetramethylbutyl)phenyl-polyethylene glycol (TRITON X-100) or any non-ionic surfactant, or a saponin. The lysis may be achieved by exposing the cell beads to an enzyme, such as a proteinase or a lytic enzyme (such as a lysozyme, cellulose, or zymolase). The lysis may be achieved by exposing the cell beads to freeze thawing. The lysis may be achieved by exposing the cell beads to electromagnetic radiation, such as ultraviolet (UV) light. The lysis may be achieved by exposing the cell beads to heat. The lysis may be achieved by exposing the cell beads to any other lysis agent. A cell bead may retain species released from lysed cells within the cell bead, such as, for example, via its polymeric or gel structure.
In operation 1360, the cell beads can be subjected to conditions sufficient to denature one or more macromolecular constituents released by the lysed cells. In some cases, denaturation occurs in bulk where more than one cell bead is subjected to denaturation conditions in a single pot. In some cases, denaturation is achieved via a denaturation agent present in a droplet. The denaturing may be achieved by exposing the cell beads to sodium hydroxide (NaOH). The denaturing may be achieved by exposing the cell beads to any other denaturing agent. In some cases, operation 1360 is completed contemporaneously with operation 1350. In some examples, a denaturing agent can both denature macromolecular constituents and lyse the cells within the cell beads.
In operation 1370, a fourth liquid phase comprising a plurality of barcode beads can be provided. The fourth liquid phase may be aqueous. The fourth liquid phase may comprise a cellular growth medium. The fourth liquid phase may comprise a minimal growth medium. The barcode beads each contain a barcode to barcode one or more macromolecular constituents of the plurality of cell beads. In some cases, the third liquid phase and the fourth liquid phase are the same phase. In some cases, the third liquid phase and the fourth liquid phase are mixed to provide a mixed phase.
In operation 1380, the third liquid phase and the fourth liquid phase can be brought together with a fifth liquid phase that is immiscible with the third and fourth liquid phases. The fifth liquid phase may interact with the third and fourth liquid phases in such a manner as to partition cells beads encapsulating cellular material and the plurality of barcode beads into a plurality of droplets. The fifth liquid phase may comprise an oil and may also comprise a surfactant. The fifth liquid phase may comprise a fluorinated hydrocarbon. In some cases, a given droplet may include a single cell bead and a single barcode bead. In some cases, at least 80%, at least 90%, at least 95%, at least 99%, at least 99.5%, at least 99.9%, at least 99.95%, or at least 99.99% of the droplets may contain a single cell bead. Moreover, while the cell beads and barcode beads are partitioned into droplets in this example, other types of partitions can be implemented in operation 1380, including those described elsewhere herein, such as a well.
In operation 1390, the cell beads are subjected to conditions sufficient to release the macromolecular constituents from cell beads. The release of the macromolecular constituents may be achieved by exposing cell beads to a reducing agent (e.g., dithiothreitol (DTT)), which may be present in a droplet. The release of the macromolecular constituents may be achieved by exposing the cell beads to any substance capable of releasing the macromolecular constituents. In some cases, operation 1390 also includes releasing barcodes from the barcode beads, which may be achieved with the same stimulus, such as, for example, that used to release macromolecular constituents from cell beads. In some cases, the stimuli are different. Released barcodes can then participate in barcoding as in operation 1392.
In operation 1392, the barcode is used to barcode one or more macromolecular constituents of a given cell bead in a given droplet. In some cases, the macromolecular constituents of the cell bead are subjected to conditions sufficient for nucleic acid amplification for barcoding. In such cases, the barcode may function as a primer during such amplification. In other cases, ligation can be used for barcoding. In some cases, the barcode is used to identify one or more macromolecular constituents of the cell bead. In some cases, the barcode is subjected to nucleic acid sequencing to identify one or more macromolecular components. In some cases, the sequencing is untargeted sequencing. In some cases, the sequencing is targeted sequencing.
In operation 1394, barcoded macromolecules (or derivatives thereof) are subjected to sequencing to generate reads. The sequencing may be performed within a droplet. The sequencing may be performed outside of a droplet. For instance, the sequencing may be performed by releasing the barcoded macromolecules from a droplet and sequencing the barcoded macromolecules using a sequencer, such as an Illumina sequencer or any other sequencer described herein. In some cases, a given barcoded sequencing read can be used to identify the cell (which may have been encapsulated in a cell bead) from which the barcoded sequencing read was generated. Such capability can link particular sequences to particular cells. Additional details and examples regarding nucleic acid sequencing methods are described elsewhere herein.
In some cases, prior to sequencing, the barcoded macromolecules may be further processed. For example, the barcoded macromolecules are subjected to nucleic acid amplification (e.g., PCR) prior to sequencing. In some cases, additional sequences are ligated to barcoded macromolecules. Such further processing may be performed in a droplet or external to the droplet, such as by releasing the barcoded macromolecules from the droplets.
In operation 2510, a first liquid phase comprising a plurality of cells is provided. The first liquid phase may be aqueous. The first liquid phase may comprise a cellular growth medium. The first liquid phase may comprise a minimal growth medium. The first liquid phase may further comprise precursors that are capable of being polymerized or gelled. The precursors that are capable of being polymerized or gelled may comprise poly(acrylamide-co-acrylic acid). The first liquid phase may further comprise a first agent that is completely or partially capable of polymerizing or gelling the precursors, such as an acylating agent. The acylating agent may comprise 4-(4,6-dimethoxy-1,3,5-triazin-2-yl)-4-methylmorpholinium chloride (DMTMM). The first liquid phase may comprise other salts of 4-(4,6-dimethoxy-1,3,5-triazin-2-yl)-4-methylmorpholinium. Additional examples of precursors include polyacrylamide, species comprising a disulfide bond (e.g., cystamine (2,2′-dithiobis(ethylamine), disulfide cross-linked polyacrylamide, agarose, alginate, polyvinyl alcohol, polyethylene glycol (PEG)-diacrylate, PEG-acrylate, PEG-thiol, PEG-azide, PEG-alkyne, other acrylates, chitosan, hyaluronic acid, collagen, fibrin, gelatin, or elastin. Moreover, in some cases, precursors are pre-formed polymer chains that can be crosslinked (e.g., via gelation) to form larger structures such as beads. In some cases, precursors may be monomeric species that are polymerized to form larger structures such as beads.
The first liquid phase may further comprise one or more of a magnetic particle, reagents for reverse transcription (e.g., oligonucleotide primers or reverse transcriptase), reagents for nucleic acid amplification (e.g., primers (e.g. random primers, primers specific for given DNA loci), polymerases, nucleotides (e.g. unmodified nucleotides, modified nucleotides, or non-canonical nucleotides), co-factors (e.g., ionic co-factors)) or reagents for nucleic acid modification, including ligation, digestion, methylation, random mutagenesis, bisulfite conversion, uracil hydrolysis, nucleic acid repair, nucleic acid insertion or cleavage (e.g. via CRISPR/Cas9-mediated or transposon-mediated insertion or cleavage), capping and decapping.
In operation 2520, a second liquid phase comprising a plurality of barcode beads can be provided. The second liquid phase may be aqueous. The second liquid phase may comprise a cellular growth medium. The second liquid phase may comprise a minimal growth medium. The barcode beads each contain a barcode to barcode one or more macromolecular constituents of the plurality of cell beads. In some cases, the first liquid phase and the third liquid phase are the same phase. In some cases, the first liquid phase and the second liquid phase are mixed to provide a mixed phase.
In operation 2530, the first liquid phase and second liquid phase can be brought together, if not already mixed, and two are brought into contact with an immiscible second liquid phase to form a plurality of droplets. The third liquid phase may comprise an oil and may also comprise a surfactant. The third liquid phase may comprise a fluorinated hydrocarbon. In some cases, a given droplet may include a single cell and precursors that are capable of being polymerized or gelled. In some cases, at least 80%, at least 90%, at least 95%, at least 99%, at least 99.5%, at least 99.9%, at least 99.95%, or at least 99.99% of the droplets may contain a single cell.
In operation 2540, the droplets are subjected to conditions sufficient to polymerize or gel the precursors. The conditions sufficient to polymerize or gel the precursors may comprise exposure to heating, cooling, electromagnetic radiation, or light. The conditions sufficient to polymerize or gel the precursors may comprise any conditions sufficient to polymerize or gel the precursors. Following polymerization or gelling, a polymer or gel may be formed around the cells and barcode beads, such that the cells and barcode beads are encapsulated in cell beads. The polymer or gel of the cell beads may be diffusively permeable to chemical or biochemical reagents. The polymer or gel of the cell beads may be diffusively impermeable to macromolecular constituents of the cells. In this manner, the polymer or gel may act to allow the cells to be subjected to chemical or biochemical operations while spatially confining the macromolecular constituents to a region of the droplet defined by the polymer or gel.
The polymer or gel of the cell beads may be functionalized to bind to targeted analytes, such as nucleic acids, proteins, or other analytes. The polymer or gel of the cell beads may be polymerized or gelled via a passive mechanism. The polymer or gel of the cell beads may be stable in alkaline conditions or at elevated temperature. The polymer or gel of the cell beads may be of a lower density than an oil. The polymer or gel of the cell beads may be of a density that is roughly similar to that of a buffer. The polymer or gel of the cell beads may have a tunable pore size. The pore size may be chosen to, for instance, retain denatured nucleic acids. The pore size may be chosen to maintain diffusive permeability to exogenous chemicals such as sodium hydroxide (NaOH) and/or endogenous chemicals such as inhibitors. The polymer or gel of the cell beads may be biocompatible. The polymer or gel of the cell beads may maintain or enhance cell viability. The polymer or gel of the cell beads may be biochemically compatible. The polymer or gel of the cell beads may be polymerized and/or depolymerized thermally, chemically, enzymatically, and/or optically.
In some examples, the resulting cell beads may comprise poly(acrylamide-co-acrylic acid) crosslinked with disulfide linkages. The preparation of this polymer may comprise a two-operation reaction. In the first activation operation, poly(acrylamide-co-acrylic acid) may be exposed to an acylating agent to convert carboxylic acids to esters. For instance, the poly(acrylamide-co-acrylic acid) may be exposed to 4-(4,6-dimethoxy-1,3,5-triazin-2-yl)-4-methylmorpholinium chloride (DMTMM). The polyacrylamide-co-acrylic acid may be exposed to other salts of 4-(4,6-dimethoxy-1,3,5-triazin-2-yl)-4-methylmorpholinium. In the second cross-linking operation, the ester formed in the first operation may be exposed to a disulfide crosslinking agent. For instance, the ester may be exposed to cystamine (2,2′-dithiobis(ethylamine)). Following the two operations, an encapsulated cell and barcode bead is surrounded by polymeric strands, such as polyacrylamide strands linked together by disulfide bridges thereby resulting in a cell bead comprising the cell and barcode bead. In this manner, the cell and barcode bead may be encased inside of the cell bead. In some cases, one or more magnetic (e.g., paramagnetic) particles may be encapsulated within the cell bead such, as for example, by also including such particles within a droplet along with polymeric precursors.
Cell beads may be or include a cell, cell derivative, cellular material and/or material derived from the cell in, within, or encased in a matrix, such as a polymeric matrix. A cell encapsulated by a bead may be a live cell.
In operation 2550, cell beads generated from precursors, cells and barcode beads in droplets are suspended in the third liquid phase and may be resuspended into a fourth liquid phase (e.g., an aqueous phase) by a solvent exchange process. Such processing can promote the processing of cell beads with additional aqueous phase materials. The solvent exchange process may comprise the operations of collecting cell beads in droplets (for instance, in an Eppendorf tube or other collection vessel), removing excess oil (for instance, by pipetting), adding a ligation buffer (such as a 3× ligation buffer), vortexing, adding a buffer (such as a 1× 1H,1H,2H,2H-perfluoro-1-octanol (PFO) buffer), vortexing, centrifugation, and separation. The separation operation may comprise magnetic separation via attraction of encapsulated magnetic particles. The magnetic separation may be accomplished by using a magnetic separating apparatus to pull cell beads containing magnetic particles away from unwanted remaining oil and solvents. For instance, the magnetic separation apparatus may be used to pull cell beads containing magnetic particles away from the ligation buffer and PFO to allow removal of the ligation buffer and PFO (for instance by pipetting). The cell beads containing magnetic particles may then be suspended in a ligation buffer and vortexed. The cell beads containing paramagnetic particles may again be separated magnetically and the ligation buffer may be removed. This cycle of re-suspension, vortexing, and magnetic separation may be repeated until the cell beads are free or substantially free of oil phase and suspended in aqueous medium. For instance, the cycle may be repeated 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, or more than 10 times. The cell beads may then be processed in aqueous phases and with additional materials in aqueous phases.
Once the cell beads are in an aqueous medium, the cell beads may be further treated. For instance, the cell beads in aqueous solution may be filtered (for instance, using a 70 μm filter) to remove clumps and/or large cell beads from the solution. In some cases, additional reagents may be added to and/or removed from the aqueous medium to further process the cell beads. Further processing can include, without limitation, reverse transcription, nucleic acid amplification, and nucleic acid modification of macromolecular constituents within the cell beads.
In operation 2560, the cell beads can be subjected to conditions sufficient to lyse the cells encapsulated in the cell beads. In some cases, lysis is completed via a lysis agent present in a droplet. In some cases, lysis is completed in bulk, for example with the aid of a lysis agent that contacts a plurality of cell beads in one pot. In some cases, the lysis of cells of the cell beads occurs subsequent to subjecting the cells to conditions sufficient to encapsulate the cells in the polymer or gel. The lysis may release macromolecular constituents of the lysed cells of the cell beads. The lysis may be achieved by exposing the cell beads to sodium hydroxide (NaOH), potassium hydroxide (KOH), or any other alkaline agent. The lysis may be achieved by exposing the cell beads to a detergent, such as sodium dodecyl sulfate (SDS), 4-(1,1,3,3-Tetramethylbutyl)phenyl-polyethylene glycol (TRITON X-100) or any non-ionic surfactant, or a saponin. The lysis may be achieved by exposing the cell beads to an enzyme, such as a proteinase or a lytic enzyme (such as a lysozyme, cellulose, or zymolase). The lysis may be achieved by exposing the cell beads to freeze thawing. The lysis may be achieved by exposing the cell beads to electromagnetic radiation, such as ultraviolet (UV) light. The lysis may be achieved by exposing the cell beads to heat. The lysis may be achieved by exposing the cell beads to any other lysis agent. A cell bead may retain species released from lysed cells within the cell bead, such as, for example, via its polymeric or gel structure.
In operation 2570, the cell beads can be subjected to conditions sufficient to denature one or more macromolecular constituents released by the lysed cells within the cell beads. In some cases, denaturation occurs in bulk where more than one cell bead is subjected to denaturation conditions in a single pot. In some cases, denaturation is achieved via a denaturation agent present in a droplet. The denaturing may be achieved by exposing the cell beads to sodium hydroxide (NaOH). The denaturing may be achieved by exposing the cell beads to any other denaturing agent. In some cases, operation 2570 is completed contemporaneously with operation 2560. In some examples, a denaturing agent can both denature macromolecular constituents and lyse the cells of the cell beads.
In operation 2580, the fourth liquid phase, having the cell beads, is brought into contact with a fifth liquid phase that is immiscible with the fourth liquid phase. The fifth liquid phase may interact with the fourth liquid phase in such a manner as to partition cell beads into a plurality of droplets. The fifth liquid phase may comprise an oil and may also comprise a surfactant. The fifth liquid phase may comprise a fluorinated hydrocarbon. In some cases, a given droplet may include a single cell bead. In some cases, at least 80%, at least 90%, at least 95%, at least 99%, at least 99.5%, at least 99.9%, at least 99.95%, or at least 99.99% of the droplets may contain a single cell bead. In some cases, additional precursors are added to the fourth liquid phase, droplets generated and the precursors polymerized or gelled (including as described herein) to generate even larger cell beads comprising the cell bead. The larger cell beads can be stored for future use. Moreover, while the cell beads are partitioned into droplets in this example, other types of partitions can be implemented at operation 2580, including those described elsewhere herein, such as a well.
In operation 2590, the cell beads can then be subjected to conditions sufficient to release the barcode beads and macromolecular constituents of cells from the cell beads. The release of the macromolecular constituents may be achieved by exposing the cell beads to a reducing agent (e.g., dithiothreitol (DTT)), which may be present in the droplet. The release of the macromolecular constituents may be achieved by exposing the cell beads to any substance capable of releasing the macromolecular constituents. In some cases, operation 2590 also includes releasing barcodes from the barcode beads, which may be achieved with the same stimulus, such as, for example, used to reverse cross-linking of the cell bead. In some cases, the stimuli are different. Released barcodes can then participate in barcoding as in operation 2592.
In operation 2592, the barcodes is used to barcode one or more macromolecular constituents of a given cell bead in a given droplet. In some cases, the macromolecular constituents of the cell bead are subjected to conditions sufficient for nucleic acid amplification for barcoding. In such cases, a barcode may function a primer during such amplification. In some cases, ligation is used for barcoding. In some cases, the barcode is used to identify one or more macromolecular constituents of the cell bead. In some cases, the barcode is subjected to nucleic acid sequencing to identify one or more macromolecular components. In some cases, the sequencing is untargeted sequencing. In some cases, the sequencing is targeted sequencing.
In operation 2594, barcoded macromolecules (or derivatives thereof) are subjected to sequencing to generate reads. The sequencing may be performed within a droplet. The sequencing may be performed outside of a droplet. For instance, the sequencing may be performed by releasing the barcoded macromolecules from a droplet and sequencing the barcoded macromolecules using a sequencer, such as an Illumina sequencer or any other sequencer described herein. In some cases, a given barcoded sequencing read can be used to identify the cell from which the barcoded sequencing read was generated. Such capability can link particular sequences to particular cells. Additional details and examples regarding nucleic acid sequencing methods are described elsewhere herein.
In some cases, prior to sequencing, the barcoded macromolecules may be further processed. For example, the barcoded macromolecules are subjected to nucleic acid amplification (e.g., PCR) prior to sequencing. In some cases, additional sequences are ligated to barcoded macromolecules. Such further processing may be performed in a droplet or external to the droplet, such as by releasing the barcoded macromolecules from the droplets.
In operation 1510, a first liquid phase comprising a plurality of cells, precursors capable of being polymerized or gelled and a denaturant is provided. The first liquid phase may be aqueous. The first liquid phase may comprise a cellular growth medium. The first liquid phase may comprise a minimal growth medium.
In operation 1520, the first liquid phase can be brought together with a second liquid phase that is immiscible with the first liquid phase. The first liquid phase may interact with the second liquid phase in such a manner as to partition each of the plurality of cells into a plurality of first droplets that also include polymer or gel precursors and denaturant. The second liquid phase may comprise an oil. The second liquid phase may comprise a fluorinated hydrocarbon. In some cases, a given first droplet may include a single cell. In some cases, at least 80%, at least 90%, at least 95%, at least 99%, at least 99.5%, at least 99.9%, at least 99.95%, or at least 99.99% of the first droplets may contain a single cell.
In operation 1530, the second liquid phase can be brought into contact with an immiscible third phase comprising a plurality of barcode beads comprising barcodes and a denaturant neutralization agent. The third liquid phase may be aqueous. The barcode beads each contain a barcode to barcode one or more macromolecular constituents of the plurality of cells. In some cases, the first liquid phase and the third liquid phase are the same phase. The bringing together of the second liquid phase and the third liquid phase can generate a mixture comprising the barcode beads and the first droplets.
In operation, 1540, the mixture generated in operation 1530 can be brought into contact with an immiscible fourth liquid phase to form second droplets having the first droplets and beads (e.g., a droplet within a droplet configuration). The fourth liquid phase may interact with the mixture in such a manner as to partition each of the first droplets and the plurality of barcode beads into a plurality of second droplets. The fourth liquid phase may comprise an oil and may also include a surfactant. The fourth liquid phase may comprise a fluorinated hydrocarbon. In some cases, a given second droplet may include a single first droplet and a single barcode bead. In some cases, at least 80%, at least 90%, at least 95%, at least 99%, at least 99.5%, at least 99.9%, at least 99.95%, or at least 99.99% of the second droplets may contain a single first droplet.
In operation 1550, the cells in the first droplets can be subjected to conditions sufficient to lyse the cells. In some cases, lysis is completed with the aid of a lysis agent in a droplet. The lysis may release macromolecular constituents of the lysed cell bead into the first droplet. The lysis may be achieved via the action of the denaturant (e.g., sodium hydroxide (NaOH), potassium hydroxide (KOH), or any other alkaline agent) also present in the first droplet. In some cases, the lysis may be achieved with a detergent present in the first droplet, such as sodium dodecyl sulfate (SDS), 4-(1,1,3,3-Tetramethylbutyl)phenyl-polyethylene glycol (TRITON X-100) or any non-ionic surfactant, or a saponin. The lysis may be achieved with an enzyme in the first droplet, such as a proteinase or a lytic enzyme (such as a lysozyme, cellulose, or zymolase). The lysis may be achieved by exposing first droplet to freeze thawing. The lysis may be achieved by exposing the first droplet to electromagnetic radiation, such as ultraviolet (UV) light. The lysis may be achieved by exposing the first droplet to heat. The lysis may be achieved by exposing the contents of the first droplet to any other lysis agent.
In operation 1560, the lysed cells can then be subjected to conditions sufficient to denature one or more macromolecular constituents released by the lysed cells. In some examples, lysis is completed with the aid of a denaturation agent present in the first droplet, such as, for example sodium hydroxide (NaOH). In some cases, the denaturation agent is present outside the first droplet. In some examples, the same denaturing agent can both denature macromolecular constituents and lyse the cells.
In operation 1570, the droplets generated in operation 1540 can be subjected to conditions sufficient to polymerize or gel the precursors within first droplets. Polymerization or gelling of the precursors can generate cell beads that encapsulate released/denatured macromolecular components from the lysed cells. In cases where a first droplet generated in operation 1520 comprises a single cell, the resulting generated from that droplet will also comprise macromolecular constituents of the single cell. The conditions sufficient to polymerize or gel the precursors may comprise exposing the first droplets to heating, cooling, electromagnetic radiation, or light. The conditions sufficient to polymerize or gel the precursors may comprise any exposing the first droplets conditions sufficient to polymerize or gel the precursors. Following polymerization or gelling, a polymer or gel may be formed around the material released from cell lysis to generate a cell bead. The cell bead may be diffusively permeable to chemical or biochemical reagents. The cell bead may be diffusively impermeable to macromolecular constituents of the cell bead. In this manner, the polymer or gel may act to allow the cell bead to be subjected to chemical or biochemical operations while spatially confining the macromolecular constituents to a region of the droplet defined by the polymer or gel. The polymer or gel of the cell bead may include one or more of disulfide cross-linked polyacrylamide, agarose, alginate, polyvinyl alcohol, polyethylene glycol (PEG)-diacrylate, PEG-acrylate, PEG-thiol, PEG-azide, PEG-alkyne, other acrylates, chitosan, hyaluronic acid, collagen, fibrin, gelatin, or elastin. The polymer or gel of the cell bead may comprise any other polymer or gel. In some cases, polymerization of the precursors in the first droplets generates cell beads comprising the macromolecular constituents of cells and also releases the cells beads from the first droplets and into the interiors of the second droplets. Upon release of the cell beads from the first droplets, denaturant neutralization agent present in interiors of the second droplets neutralizes the denaturant that is also released with the cell beads. Polymerization may also be coupled to or precede a solvent exchange process that aids in releasing cell beads from the first droplets and into the interiors of the second droplets.
In operation 1580, the cell beads can be subjected to conditions sufficient to release the macromolecular constituents from cell beads. The release of the macromolecular constituents may be achieved by exposing the cell beads to a reducing agent (e.g., dithiothreitol (DTT)), which may be present in a droplet. The release of the macromolecular constituents may be achieved by exposing the cell beads to any substance capable of releasing the macromolecular constituents. In some cases, operation 1580 also includes releasing barcodes from the barcode beads in the second droplets which may be achieved with the same stimulus, such as, for example, used to reverse cross-linking of the cell bead. In some cases, the stimuli are different. Released barcodes can then participate in barcoding as in operation 1590.
In operation 1590, barcodes can be used to barcode one or more macromolecular constituents of a given single cell bead in a given second droplet. In some cases, the macromolecular constituents of the cell bead are subjected to conditions sufficient for nucleic acid amplification for barcoding. In such cases, a barcode can function as a primer in such amplification. In other cases, ligation may be used for barcoding. In some cases, the barcode is used to identify one or more macromolecular constituents of the cell bead. In some cases, the barcode is subjected to nucleic acid sequencing to identify one or more macromolecular components. In some cases, the sequencing is untargeted sequencing. In some cases, the sequencing is targeted sequencing.
In operation 1595, the barcoded macromolecules (or derivatives thereof) are subjected to sequencing to generate reads. The sequencing may be performed within a second droplet. The sequencing may be performed outside of a second droplet. For instance, the sequencing may be performed by releasing the barcoded macromolecules from a second droplet and sequencing the barcoded macromolecules using a sequencer, such as an Illumina sequencer or any other sequencer described herein. In some cases, a given barcoded sequencing read can be used to identify the cell from which the barcoded sequencing read was generated. Such capability can link particular sequences to particular cells. Additional details and examples regarding nucleic acid sequencing methods are described elsewhere herein.
In some cases, prior to sequencing, the barcoded macromolecules may be further processed. For example, the barcoded macromolecules are subjected to nucleic acid amplification (e.g., PCR) prior to sequencing. In some cases, additional sequences are ligated to barcoded macromolecules. Such further processing may be performed in a droplet or external to the droplet, such as by releasing the barcoded macromolecules from the droplets.
In operation 1710, a first liquid phase comprising a plurality of cells is provided. The first liquid phase may be aqueous. The first liquid phase may comprise a cellular growth medium. The first liquid phase may comprise a minimal growth medium.
In operation 1720, the cells can be exposed to a polymer that selectively associates with the cells to form a coating on the cells. The polymer may be electrically charged. The polymer may comprise a cation. The polymer may comprise a polycation. The coating may be formed by electrostatic interactions between the cells and the charged polymer. The polymer may be cholesterol. The polymer may be a lipid-modified copolymer. The coating may be formed by hydrophobic interactions between the cells and the polymer. The polymer may be a protein-modified copolymer. The coating may be formed by protein interactions between surface antigens of the cells and the protein-modified copolymer. The coating may comprise one or more layers of coating. The coating may be diffusively permeable to chemical or biochemical reagents. The coating may be diffusively impermeable to macromolecular constituents of the cells. In this manner, the coating may act to allow the coated cells to be subjected to chemical or biochemical operations while spatially confining the macromolecular constituents to a region encapsulated by the coating. The coating may comprise any other polymer capable of interacting with the cells.
In operation 1730, the coated cells can be subjected to conditions sufficient to lyse the cells. In some examples, lysis is completed with the aid of a lysis agent in a droplet. In some cases, lysis of coated cells is completed in bulk. The lysis of the cells may occur subsequent to subjecting the cells to conditions sufficient to encapsulate the cells in the polymer coating. The lysis may release macromolecular constituents of the lysed coated cells. Though, the coating of the cells may retain the macromolecular constituents released from the cells within the confines of the coating. The lysis may be achieved by exposing the coated cells to sodium hydroxide (NaOH), potassium hydroxide (KOH), or any other alkaline agent. The lysis may be achieved by exposing the coated cells to a detergent, such as sodium dodecyl sulfate (SDS), 4-(1,1,3,3-Tetramethylbutyl)phenyl-polyethylene glycol (TRITON X-100) or any non-ionic surfactant, or a saponin. The lysis may be achieved by exposing the coated cells to an enzyme, such as a proteinase or a lytic enzyme (such as a lysozyme, cellulose, or zymolase). The lysis may be achieved by exposing the coated cells to freeze thawing. The lysis may be achieved by exposing the coated cells to electromagnetic radiation, such as ultraviolet (UV) light. The lysis may be achieved by exposing the coated cells to heat. The lysis may be achieved by exposing the coated cells to any other lysis agent. The lysis may occur subsequent to forming a coating of the coated cells.
In operation 1740, the lysed coated cells can be subjected to conditions sufficient to denature one or more macromolecular constituents released by the lysed coated cells. In some examples, denaturation is completed with the aid of a denaturation agent in a droplet. In some cases, denaturation is completed in bulk. The denaturing may be achieved by exposing the coated cells to sodium hydroxide (NaOH). The denaturing may be achieved by exposing the coated cells to any other denaturing agent. In some examples, operation 1740 is completed contemporaneous to operation 1730. In some examples, a denaturing agent can both denature macromolecular constituents and lyse the coated cells.
In operation 1750, a second liquid phase comprising a plurality of barcode beads can be provided. The second liquid phase may be aqueous. The second liquid phase may comprise a cellular growth medium. The second liquid phase may comprise a minimal growth medium. The barcode beads each contain a barcode to barcode one or more macromolecular constituents of the plurality of coated cells. In some cases, the first liquid phase and the second liquid phase are the same phase. In some cases, the first liquid phase and the second liquid phase are mixed to provide a mixed phase.
In operation 1760, the first liquid phase and the second liquid phase are brought together with a third liquid phase that is immiscible with the first and second liquid phase. The third liquid phase may interact with the first and second liquid phases in such a manner as to partition each of the plurality of coated cells and the plurality of barcode beads into a plurality of droplets. The third liquid phase may comprise an oil and may also comprise a surfactant. The third liquid phase may comprise a fluorinated hydrocarbon. In some cases, a given droplet may include a single coated cell and a single barcode bead. In some cases, at least 80%, at least 90%, at least 95%, at least 99%, at least 99.5%, at least 99.9%, at least 99.95%, or at least 99.99% of the droplets may contain a single coated cell.
In operation 1770 and in the droplets, the coated cells are subjected to conditions sufficient to depolymerize the coating. The depolymerization of the coating may be achieved by exposing the coated cells to a reducing agent (e.g., dithiothreitol (DTT)), which may be in a partition. The depolymerization of the coating may be achieved by exposing the coated cells to any substance capable of depolymerizing the coating. In some cases, operation 1770 also includes releasing barcodes from the barcode beads, which may be achieved with the same stimulus, such as, for example, used to reverse cross-linking of the coated cell. In some cases, the stimuli are different. Released barcodes can then participate in barcoding as in operation 1780.
In operation 1780, the barcode is used to barcode one or more macromolecular constituents of a given cell in a given droplet. In some cases, the macromolecular constituents of the cell is subjected to conditions sufficient for nucleic acid amplification for barcoding. In such cases, a barcode can function as a primer in such amplification. In other cases, ligation can be used for barcoding. In some cases, the barcode is used to identify one or more macromolecular constituents of the cell. In some cases, the barcode is subjected to nucleic acid sequencing to identify one or more macromolecular components. In some cases, the sequencing is untargeted sequencing. In some cases, the sequencing is targeted sequencing.
In operation 1790, the barcoded macromolecules (or derivatives thereof) are subjected to sequencing to generate reads. The sequencing may be performed within a droplet. The sequencing may be performed outside of a droplet. For instance, the sequencing may be performed by releasing the barcoded macromolecules from a droplet and sequencing the barcoded macromolecules using a sequencer, such as an Illumina sequencer or any other sequencer described herein. In some cases, a given barcoded sequencing read can be used to identify the cell from which the barcoded sequencing read was generated. Such capability can link particular sequences to particular cells. Additional details and examples regarding nucleic acid sequencing methods are described elsewhere herein.
In some cases, prior to sequencing, the barcoded macromolecules may be further processed. For example, the barcoded macromolecules are subjected to nucleic acid amplification (e.g., PCR) prior to sequencing. In some cases, additional sequences are ligated to barcoded macromolecules. Such further processing may be performed in a droplet or external to the droplet, such as by releasing the barcoded macromolecules from the droplets.
In operation 1910, a first liquid phase comprising a plurality of cells is provided. The first liquid phase may be aqueous. The first liquid phase may comprise a cellular growth medium. The first liquid phase may comprise a minimal growth medium. In some examples, the first liquid phase may comprise one of two miscible liquid phases between which two liquid phases diffusion of molecules from one phase to the other is limited. For example the first liquid phase may comprise one component of an ATPS or may comprise one or more viscosity enhancing agents, such as glycerol, ficoll, dextran or polyethylene glycol (PEG).
In operation 1920, a second liquid phase comprising a plurality of barcode beads can be provided. The second liquid phase may be aqueous. In some examples, the second liquid phase may be the other component of the ATPS described above or may not include a viscosity enhancing agent, such as glycerol, ficoll, dextran and polyethylene glycol (PEG). The second liquid phase may comprise a cellular growth medium. The second liquid phase may comprise a minimal growth medium. The barcode beads each contain a barcode to barcode one or more macromolecular constituents of the plurality of cells.
In operation 1930, the first liquid phase and the second liquid phase are brought together with a third liquid phase that is immiscible with the first and second liquid phase. The third liquid phase may interact with the first and second liquid phases in such a manner as to partition each of the plurality of cells and the plurality of barcode beads into a plurality of droplets. The third liquid phase may comprise an oil and may comprise a surfactant. The third liquid phase may comprise a fluorinated hydrocarbon. In some cases, a given droplet may include a single cells and a single barcode bead. In some cases, at least 80%, at least 90%, at least 95%, at least 99%, at least 99.5%, at least 99.9%, at least 99.95%, or at least 99.99% of the droplets may contain a single cell.
In operation 1940, the cells are subjected to conditions sufficient to lyse the cells. In some examples, lysis is achieved via the aid of a lysis agent present in the first liquid phase within a droplet. The lysis may release macromolecular constituents of the lysed cells. However, given the difference in viscosities between the two fluids of the droplets, diffusion of these macromolecular constituents may be limited. The lysis may be achieved by exposing the cells to sodium hydroxide (NaOH), potassium hydroxide (KOH), or any other alkaline agent, which may be in the droplet. The lysis may be achieved by exposing the cells to a detergent, such as sodium dodecyl sulfate (SDS), 4-(1,1,3,3-Tetramethylbutyl)phenyl-polyethylene glycol (TRITON X-100) or any non-ionic surfactant, or a saponin, which may be in the droplet. The lysis may be achieved by exposing the cells to an enzyme, such as a proteinase or a lytic enzyme (such as a lysozyme, cellulose, or zymolase), which may be in the droplet. The lysis may be achieved by exposing the cells to freeze thawing. The lysis may be achieved by exposing the cells to electromagnetic radiation, such as ultraviolet (UV) light. The lysis may be achieved by exposing the cells to heat. The lysis may be achieved by exposing the cells to any other lysis agent.
In operation 1950, the lysed cells can be subjected to conditions sufficient to denature one or more macromolecular constituents released by the lysed cells. In some cases, denaturation is completed via the aid of a denaturation agent present in the first liquid phase within a droplet. The denaturing may be achieved by exposing the cells to sodium hydroxide (NaOH), which may be in the droplet. The denaturing may be achieved by exposing the cells to any other denaturing agent, which may be in the droplet. In some examples, operation 1950 is completed contemporaneous to operation 1940. In some examples, a denaturing agent can both denature macromolecular constituents and lyse the cells.
In operation 1960, the barcodes are used to barcode one or more macromolecular constituents of a given cell in a given droplet. Barcoding can be timed by the limited diffusion of the macromolecular constituents between the two phases within the droplet. After sufficient time has passed for mixing of the macromolecular constituents with barcode beads, barcoding can proceed. In some cases, the macromolecular constituents are subjected to conditions sufficient for nucleic acid amplification for barcoding. In such cases, a barcode can function as a primer in such amplification. In other cases, ligation may be used for barcoding. In some cases, barcodes are used to identify one or more macromolecular constituents of the cells. In some cases, barcodes are subjected to nucleic acid sequencing to identify one or more macromolecular components. In some cases, the sequencing is untargeted sequencing. In some cases, the sequencing is targeted sequencing. In some cases, operation 1960 also includes releasing barcodes from the barcode beads, which may be achieved with a stimulus such as a reducing agent (e.g. DTT). Released barcodes can then participate in barcoding.
In operation 1970, the barcoded macromolecules (or derivatives thereof) are subjected to sequencing to generate reads. The sequencing may be performed within a droplet. The sequencing may be performed outside of a droplet. For instance, the sequencing may be performed by releasing the barcoded macromolecules from a droplet and sequencing the barcoded macromolecules using a sequencer, such as an Illumina sequencer or any other sequencer described herein. In some cases, a given barcoded sequencing read can be used to identify the cell from which the barcoded sequencing read was generated. Such capability can link particular sequences to particular cells. Additional details and examples regarding nucleic acid sequencing methods are described elsewhere herein.
In some cases, prior to sequencing, the barcoded macromolecules may be further processed. For example, the barcoded macromolecules are subjected to nucleic acid amplification (e.g., PCR) prior to sequencing. In some cases, additional sequences are ligated to barcoded macromolecules. Such further processing may be performed in a droplet or external to the droplet, such as by releasing the barcoded macromolecules from the droplets.
The disclosure also provides compositions, systems and methods for generating cell beads in cell beads. Such methods, compositions and systems can be useful for positioning cells encapsulated in cell beads at the center or substantially at the center of the cells beads. In some cases, centering of a cell can prevent the contents of the cell beads (e.g., cells, components of cells, biomolecules derived from cells, nucleic acids from cells) from diffusing or leaking out of the cell bead. Loss of these materials can lead to partial or complete loss of the sequencing information for the contents of a given cell bead. For example, leakage of nucleic acids from cells at the edges of cell beads can lead to noisy profiles derived from sequencing and/or potential false positive calls. By centering cells within cell beads, a greater depth of cell bead material encapsulates cells, providing a larger diffusion distance and, thus, greater diffusion barrier for diffusion of encapsulated materials. Moreover, a cell bead in cell bead approach, itself, adds additional material that surrounds the cell, also resulting in a greater diffusion barrier. In general, cell beads in cell beads can be generated by a similar process used to generate single gel beads, as described elsewhere herein. First order cell beads can be generated as described herein, and then subjected to the same process for cell bead generation again to generate cell beads in cell beads.
An example method and microfluidic device architecture for generating cell beads in cell beads are schematically depicted in
The stream comprising the cell beads 2701 and polymeric or gel precursors then flows through a fourth microfluidic channel 2708 to a second channel intersection with fifth and sixth channels 2709 and 2710. The fifth and sixth channels provide a phase immiscible with the aqueous phase of cell beads 2701 and polymeric or gel precursors flowing in channel 2708. The stream comprising the cell beads 2701 and polymeric or gel precursors from the fourth channel 2708 flows into the immiscible stream such that droplets 2711 comprising cell beads and polymeric or gel precursors are generated and flow away from the second intersection in a seventh channel 2712. The droplets 2711 can then be subject to conditions suitable for polymerizing or gelling the precursors in the droplets 2711 and subject to solvent exchange as is described elsewhere herein and the resulting cell beads in cell beads recovered.
A photograph showing generation of droplets comprising cell beads and polymeric or gel precursors using a microfluidic device, similar to that shown schematically in
Additionally, cells may be centered in droplets without the generation of a cell bead comprising a cell bead. For example, droplets comprising polymeric or gel precursors and cells may be subjected to shearing prior to cell bead generation. Shearing may be achieved, for example, via orbital shaking or in a microfluidic channel. In such cases, the kinetics of polymerization or gelation of the precursors can be controlled such that polymerization or gelation is sufficiently slow or delayed. Slower or delayed polymerization or gelling can permit internal circulation of droplet contents that can center a cell within a droplet, such that it can then be fixed in place at the center of a cell bead upon precursor polymerization or gelling.
Furthermore, cells may also be centered in droplets by forming core-shell beads, with cells suspended in the solution that forms the core. Cells may be formed by viscosity-mismatched flowing streams such that cells are suspended in a core fluid having a different viscosity than a shell fluid. The shell fluid may be liquid and/or formed from a cross-linked matrix such as a cross-linked polymer. Examples of such core-shell beads are described in Rossow et al., J. Am. Chem. Soc. 2012, 134, 4983-4989, which is incorporated herein by reference.
Core-shell beads having cells suspended in the cores may also be formed through the generation of aqueous-in-aqueous droplets made from aqueous two-phase systems. For example, the cells are suspended in a core solution (e.g., a polymer core solution, a polyethylene glycol (PEG) core solution) that is then surrounded by a cross-linked shell (e.g., cross-linked dextran shell). This bead may be generated from aqueous-in-aqueous droplets with one aqueous phase comprising cross-link precursors and another aqueous phase comprising cells. Additional details regarding the formation of core-shell beads from aqueous two-phase systems are provided in Mytnyk et al., RSC Adv., 2017, 7, 11331-11337, which is incorporated herein by reference.
Many variations, alterations and adaptations based on the disclosure provided herein are possible. For example, the order of the operations of one or more of the example methods 700, 900, 1000, 1100, 1300, 1500, 1700, 1900, and 2500 discussed above can be changed, some of the operations removed, some of the operations duplicated, and additional operations added as appropriate. Some of the operations can be performed in succession. Some of the operations can be performed in parallel. Some of the operations can be performed once. Some of the operations can be performed more than once. Some of the operations can comprise sub-operations. Some of the operations can be automated and some of the operations can be manual. The processor as described herein can comprise one or more instructions to perform at least a portion of one or more operations of one or more of the methods. Moreover, while these examples are described above with respect to cell analysis, the same procedures can be extended to other biological species containing macromolecular constituents that can be barcoded, including viruses.
Also disclosed herein are systems for cell analysis, including via a cell bead. The systems may utilize a droplet generator (e.g., a microfluidic device, droplet generators having a T-junction, droplet generators that generate droplets with cross-channel flow focusing, droplet generators that generate droplets with step/edge emulsification, droplet generations that generate droplets with gradient generation, droplet generators that use piezo/acoustics for droplet generation).
In some cases, a droplet generator is a microfluidic device which includes mixing of immiscible fluids at channel junctions of one or more channels to form droplets. The channels may be microchannels. The microchannels may be implemented on microfluidic devices. Examples of such microfluidic devices and their operation are provided in
Such systems may also include a controller programmed to implement a method described herein, including one of the example methods 100, 700, 900, 1000, 1100, 1300, 1500, 1700, 1900, and 2500 described herein.
Computer Control SystemsThe present disclosure provides computer control systems that are programmed to implement methods of the disclosure.
The computer system 601 includes a central processing unit (CPU, also “processor” and “computer processor” herein) 605, which can be a single core or multi core processor, or a plurality of processors for parallel processing. The computer system 601 also includes memory or memory location 610 (e.g., random-access memory, read-only memory, flash memory), electronic storage unit 615 (e.g., hard disk), communication interface 620 (e.g., network adapter) for communicating with one or more other systems, and peripheral devices 625, such as cache, other memory, data storage and/or electronic display adapters. The memory 610, storage unit 615, interface 620 and peripheral devices 625 are in communication with the CPU 605 through a communication bus (solid lines), such as a motherboard. The storage unit 615 can be a data storage unit (or data repository) for storing data. The computer system 601 can be operatively coupled to a computer network (“network”) 630 with the aid of the communication interface 620. The network 630 can be the Internet, an internet and/or extranet, or an intranet and/or extranet that is in communication with the Internet. The network 630 in some cases is a telecommunication and/or data network. The network 630 can include one or more computer servers, which can enable distributed computing, such as cloud computing. The network 630, in some cases with the aid of the computer system 601, can implement a peer-to-peer network, which may enable devices coupled to the computer system 601 to behave as a client or a server.
The CPU 605 can execute a sequence of machine-readable instructions, which can be embodied in a program or software. The instructions may be stored in a memory location, such as the memory 610. The instructions can be directed to the CPU 605, which can subsequently program or otherwise configure the CPU 605 to implement methods of the present disclosure. Examples of operations performed by the CPU 605 can include fetch, decode, execute, and writeback.
The CPU 605 can be part of a circuit, such as an integrated circuit. One or more other components of the system 601 can be included in the circuit. In some cases, the circuit is an application specific integrated circuit (ASIC).
The storage unit 615 can store files, such as drivers, libraries and saved programs. The storage unit 615 can store user data, e.g., user preferences and user programs. The computer system 601 in some cases can include one or more additional data storage units that are external to the computer system 601, such as located on a remote server that is in communication with the computer system 601 through an intranet or the Internet.
The computer system 601 can communicate with one or more remote computer systems through the network 630. For instance, the computer system 601 can communicate with a remote computer system of a user. Examples of remote computer systems include personal computers (e.g., portable PC), slate or tablet PC's (e.g., Apple® iPad, Samsung® Galaxy Tab), telephones, Smart phones (e.g., Apple® iPhone, Android-enabled device, Blackberry®), or personal digital assistants. The user can access the computer system 601 via the network 630.
Methods as described herein can be implemented by way of machine (e.g., computer processor) executable code stored on an electronic storage location of the computer system 601, such as, for example, on the memory 610 or electronic storage unit 615. The machine executable or machine readable code can be provided in the form of software. During use, the code can be executed by the processor 605. In some cases, the code can be retrieved from the storage unit 615 and stored on the memory 610 for ready access by the processor 605. In some situations, the electronic storage unit 615 can be precluded, and machine-executable instructions are stored on memory 610.
The code can be pre-compiled and configured for use with a machine having a processor adapted to execute the code, or can be compiled during runtime. The code can be supplied in a programming language that can be selected to enable the code to execute in a pre-compiled or as-compiled fashion.
Aspects of the systems and methods provided herein, such as the computer system 601, can be embodied in programming. Various aspects of the technology may be thought of as “products” or “articles of manufacture” typically in the form of machine (or processor) executable code and/or associated data that is carried on or embodied in a type of machine readable medium. Machine-executable code can be stored on an electronic storage unit, such as memory (e.g., read-only memory, random-access memory, flash memory) or a hard disk. “Storage” type media can include any or all of the tangible memory of the computers, processors or the like, or associated modules thereof, such as various semiconductor memories, tape drives, disk drives and the like, which may provide non-transitory storage at any time for the software programming. All or portions of the software may at times be communicated through the Internet or various other telecommunication networks. Such communications, for example, may enable loading of the software from one computer or processor into another, for example, from a management server or host computer into the computer platform of an application server. Thus, another type of media that may bear the software elements includes optical, electrical and electromagnetic waves, such as used across physical interfaces between local devices, through wired and optical landline networks and over various air-links. The physical elements that carry such waves, such as wired or wireless links, optical links or the like, also may be considered as media bearing the software. As used herein, unless restricted to non-transitory, tangible “storage” media, terms such as computer or machine “readable medium” refer to any medium that participates in providing instructions to a processor for execution.
Hence, a machine readable medium, such as computer-executable code, may take many forms, including but not limited to, a tangible storage medium, a carrier wave medium or physical transmission medium. Non-volatile storage media include, for example, optical or magnetic disks, such as any of the storage devices in any computer(s) or the like, such as may be used to implement the databases, etc. shown in the drawings. Volatile storage media include dynamic memory, such as main memory of such a computer platform. Tangible transmission media include coaxial cables; copper wire and fiber optics, including the wires that comprise a bus within a computer system. Carrier-wave transmission media may take the form of electric or electromagnetic signals, or acoustic or light waves such as those generated during radio frequency (RF) and infrared (IR) data communications. Common forms of computer-readable media therefore include for example: a floppy disk, a flexible disk, hard disk, magnetic tape, any other magnetic medium, a CD-ROM, DVD or DVD-ROM, any other optical medium, punch cards paper tape, any other physical storage medium with patterns of holes, a RAM, a ROM, a PROM and EPROM, a FLASH-EPROM, any other memory chip or cartridge, a carrier wave transporting data or instructions, cables or links transporting such a carrier wave, or any other medium from which a computer may read programming code and/or data. Many of these forms of computer readable media may be involved in carrying one or more sequences of one or more instructions to a processor for execution.
The computer system 601 can include or be in communication with an electronic display 635 that comprises a user interface (UI) 640. Examples of UI's include, without limitation, a graphical user interface (GUI) and web-based user interface.
Methods and systems of the present disclosure can be implemented by way of one or more algorithms. An algorithm can be implemented by way of software upon execution by the central processing unit 605. The algorithm can, for example, implement methods or parts of methods described herein, including example methods 100, 700, 900, 1000, 1100, 1300, 1500, 1700, 1900, and 2500.
EXAMPLES Example 1: Detection of Infectious AgentsThe systems and methods described herein may be used to detect infectious agents in cells. For instance, the systems and methods may be used to collect CD4 T-cells in droplets and subject the collected CD4 T-cells to nucleic acid sequencing. For CD4 T-cells obtained from an HIV-infected subject, the nucleic acid sequencing may reveal the presence of HIV-derived nucleic acids in the cells. The extent to which the HIV infection has spread in an HIV-infected subject may be measured by collecting and performing nucleic acid sequencing on all CD4 T-cells obtained from the HIV-infected subject. The systems and methods may be used to detect any infections agents in cells.
The systems and methods may be used to detect co-infections by two or more infectious agents in cells. In an example, a subject's cells may be collected in droplets and subjected to nucleic acid sequencing. The nucleic acid sequencing may reveal the presence of two or more infectious agent-derived nucleic acids in the cells. Alternatively or in combination, the cells collected in droplets may be subjected to an antibody-based multiple assay. The multiple assay may reveal the presence of two or more infectious agents.
Example 2: Preparation of Long DNA ReadsThe systems and methods described herein may be utilized to retain long nucleic acid segments for producing long sequencing reads while removing short nucleic acid segments. The retention of long nucleic acid segments and removal of short nucleic acid segments may enhance the accuracy or speed of nucleic acid sequencing technologies, such as those nucleic acid sequencing technologies described herein.
In a first operation 2310, a mixture of short and long DNA segments is collected.
In a second operation 2320, the mixture of long and short DNA segments is loaded into cell beads. The mixture may be loaded into the cell beads by any of the systems and methods described herein. The mixture may be loaded into the cell beads such that some cell beads enclose a mixture of short nucleic acid segments and long nucleic acid segments.
In a third operation 2330, the cell beads are washed. During washing, the short nucleic acid segments are washed out of the cell beads, such that the cell beads retain the long nucleic acid segments. Cell beads can be tailored to have porosity that traps longer nucleic acid segments within cell beads but allows shorter nucleic acid segments to diffuse or flow out of the cell beads.
In a fourth operation 2340, the cell beads containing long nucleic acid segments are combined with gel beads to form droplets containing one or more cell beads and one or more gel beads.
In a fifth operation 2350, the DNA segments are subjected to nucleic acid sequencing, as described herein.
Although described herein with respect to nucleic acids, the method 2300 may be used to generate droplets containing long segments of any macromolecules described herein. For instance, the method 2300 may be used to generate droplets containing long protein segments.
Example 3: Amplification of Specific Nucleic Acid LociThe systems and methods described herein may be used in the amplification and barcoding of targeted sequences, such as nucleic acid (e.g. DNA) loci. These nucleic loci may be derived from nucleic acids that are associated with or encapsulated within a cell bead. Moreover, amplification may be performed in an individual partition among a plurality of partitions, such as a droplet among a plurality of droplets. Where partitions are implemented, an individual partition may comprise a cell bead having the nucleic acid(s) to be amplified. In some cases, amplification of nucleic acid(s) of a cell bead may be completed prior to partitioning.
During a first stage of amplification, the forward primers hybridize with their respective loci where present and are extended via the action of the polymerase and, in some cases, with the aid of thermal cycling. The resulting constructs (not shown in
Next, barcoded nucleic acid molecules, shown in
The barcoded nucleic acid molecules can be contacted with the amplified nucleic acids generated above and corresponding to the various loci present. Upon contact, the universal nucleic acid sequence of the barcoded nucleic acid molecules can hybridize with complementary sequences generated in second-stage constructs discussed above. The hybridized barcoded nucleic acid molecules are then extended via the action of a polymerase, such as with the aid of thermal cycling, to generate barcoded constructs comprising the sequences of the barcoded nucleic acid molecules and sequences complementary to the second stage constructs discussed above and corresponding to the original loci sequences analyzed. In some cases, the resulting barcoded constructs can then be further processed to add additional sequences and then subject to sequencing. As shown, amplification schemes described above can generate barcoded, target-specific constructs for sequencing analysis.
While preferred embodiments of the present invention have been shown and described herein, it will be obvious to those skilled in the art that such embodiments are provided by way of example only. It is not intended that the invention be limited by the specific examples provided within the specification. While the invention has been described with reference to the aforementioned specification, the descriptions and illustrations of the embodiments herein are not meant to be construed in a limiting sense. Numerous variations, changes, and substitutions will now occur to those skilled in the art without departing from the invention. Furthermore, it shall be understood that all aspects of the invention are not limited to the specific depictions, configurations or relative proportions set forth herein which depend upon a variety of conditions and variables. It should be understood that various alternatives to the embodiments of the invention described herein may be employed in practicing the invention. It is therefore contemplated that the invention shall also cover any such alternatives, modifications, variations or equivalents. It is intended that the following claims define the scope of the invention and that methods and structures within the scope of these claims and their equivalents be covered thereby.
Claims
1.-30. (canceled)
31. A composition comprising a plurality of partitions, wherein a partition of said plurality of partitions comprises (i) a cell bead comprising a cell or a constituent of said cell, wherein said cell or said constituent of said cell comprises a nucleic acid molecule, and (ii) a barcode bead comprising a plurality of nucleic acid barcode molecules, wherein nucleic acid barcode molecules of said plurality of nucleic acid barcode molecules comprise a common barcode sequence,
- wherein said partition further comprises reagents configured to generate a barcoded nucleic acid molecule from said nucleic acid molecule and a nucleic acid barcode molecule of said plurality of nucleic acid barcode molecules.
32. The composition of claim 31, wherein said reagents comprise one or more members selected from the group consisting of: a primer, a random primer, a targeted primer, an enzyme, a polymerase, a ligase, a protease, a transposon, a topoisomerase, a nuclease, an endonuclease, a reverse transcriptase, a guide ribonucleic acid (RNA), a nucleotide, an oligonucleotide, a switch oligonucleotide, and co-factor.
33. The composition of claim 31, wherein said cell bead comprises a nucleic acid reporter molecule comprising a reporter sequence, wherein said reporter molecule is coupled to a binding moiety that is coupled to said cell or said constituent of said cell, and wherein said reporter sequence identifies said binding moiety.
34. The composition of claim 33, wherein said nucleic acid reporter molecule is coupled to an antibody or an antibody fragment.
35. The composition of claim 31, wherein said cell bead comprises a polymer or gel matrix encapsulating said cell or said constituent of said cell.
36. The composition of claim 31, wherein said cell bead is permeable to one or more reagents while retaining said nucleic acid molecule.
37. The composition of claim 36, wherein said cell bead has a porosity sufficient to permit a second nucleic acid molecule to enter or exit said cell bead.
38. The composition of claim 31, wherein said cell bead comprises said constituent of said cell.
39. The composition of claim 38, wherein said constituent of said cell comprises an organelle.
40. The composition of claim 38, wherein said constituent of said cell comprises a protein.
41. The composition of claim 31, wherein said plurality of partitions comprises a plurality of cell beads, wherein said plurality of cell beads comprises said cell bead, wherein said plurality of cell beads is substantially monodisperse.
42. The composition of claim 41, wherein said plurality of partitions comprises a plurality of barcode beads, wherein said plurality of barcode beads comprises said barcode bead, wherein said common barcode sequence is unique to said barcode bead among said plurality of barcode beads.
43. The composition of claim 31, wherein said partition comprises reagents configured to degrade or dissolve said cell bead or said barcode bead.
44. The composition of claim 43, wherein said partition comprises reagents configured to degrade or dissolve said cell bead and said barcode bead.
45. The composition of claim 31, wherein said cell bead comprises genomic deoxyribonucleic acid (gDNA) derived from said cell, and wherein said gDNA is denatured.
46. The composition of claim 31, wherein said partition comprises deoxyribonucleotide triphosphates (dNTPs) and deoxyribouracil triphosphates (dUTPs).
47. The composition of claim 46, wherein a concentration of said dUTPs is less than a concentration of said dNTPs in said partition.
48. The composition of claim 31, wherein said partition comprises a deoxyribonucleic acid (DNA) polymerase and a DNA ligase.
49. The composition of claim 31, wherein said partition comprises a reducing agent.
50. The composition of claim 49, wherein said reducing agent is dithiothreitol (DTT), beta-mercaptoethanol, dithiobutylamine (DTBA), or tris(2-carboxyethyl) phosphine (TCEP).
51. The composition of claim 31, wherein said partition comprises a nucleic acid primer comprising a targeted primer sequence or a random priming sequence.
52. The composition of claim 31, wherein said plurality of nucleic acid barcode molecules are double-stranded.
53. A composition comprising a plurality of droplets in an emulsion, wherein said plurality of droplets comprises a plurality of cell beads and a plurality of barcode beads, wherein a droplet of said plurality of droplets comprises (i) a cell bead of said plurality of cell beads, wherein said cell bead comprises a nucleic acid molecule derived from a cell, and (ii) a barcode bead of said plurality of barcode beads, wherein said barcode bead comprises a plurality of nucleic acid barcode molecules comprising a common barcode sequence, and wherein said common barcode sequence is unique to said barcode bead among said plurality of barcode beads,
- wherein said droplet further comprises reagents configured to generate a barcoded nucleic acid molecule comprising a sequence of said nucleic acid molecule and said common barcode sequence.
54. The composition of claim 53, wherein said nucleic acid molecule is a genomic deoxyribonucleic acid (gDNA) and wherein said gDNA is denatured.
55. The composition of claim 54, wherein said droplet comprises (i) a nucleic acid primer comprising a targeted primer sequence or a random priming sequence, and (ii) nucleic acid extension reagents comprising a polymerase and deoxyribonucleotide triphosphates (dNTPs).
56. The composition of claim 55, wherein said nucleic acid extension reagents comprise deoxyribouracil triphosphates (dUTPs), wherein a concentration of said dUTPs is less than a concentration of said dNTPs in said droplet.
57. The composition of claim 53, wherein said plurality of nucleic acid barcode molecules are double-stranded.
58. The composition of claim 57, wherein said reagents comprise a double stranded deoxyribonucleic acid (DNA) ligase.
Type: Application
Filed: May 22, 2019
Publication Date: May 28, 2020
Inventors: Kamila Belhocine (Fremont, CA), Rajiv Bharadwaj (Pleasanton, CA), Christopher Hindson (Pleasanton, CA), Michael Schnall-Levin (San Francisco, CA), Bill Kengli Lin (Pleasanton, CA), Anthony Makarewicz (Livermore, CA), Pranav Patel (Fremont, CA), Katherine Pfeiffer (Berkeley, CA), Andrew D. Price (Hayward, CA), Mohammad Rahimi Lenji (Pleasanton, CA), Tobias Daniel Wheeler (Alameda, CA), Yifeng Yin (Elk Grove, CA)
Application Number: 16/419,461
