Abstract: This disclosure describes methods, non-transitory computer readable media, and systems that can use a machine-learning to determine factors or scores indicating an error level with which a given methylation assay detects methylation of cytosine bases. For instance, the disclosed systems use a machine-learning model to generate a bias score indicating a degree to which a given methylation assay errs in detecting cytosine methylation when specific sequence contexts surround such cytosines compared to other sequence contexts. The machine-learning model may take various forms of models, including a decision-tree model, a neural network, or a combination of a decision-tree model and a neural network. In some cases, the disclosed system combines or uses bias scores from multiple machine-learning models to generate a consensus bias score.

Abstract: Embodiments of systems, methods, and compositions provided herein relate to hollow beads encapsulating single cells. Some embodiments include performing multiple co-assays on a single cell encapsulated within a hollow bead, including nucleic acid sequencing, preparing nucleic acid libraries, determining methylation status, identifying genomic variants, or protein analysis.

Abstract: Embodiments of systems, methods, and compositions provided herein relate to hollow beads encapsulating single cells. Some embodiments include performing multiple co-assays on a single cell encapsulated within a hollow bead, including nucleic acid sequencing, preparing nucleic acid libraries, determining methylation status, identifying genomic variants, or protein analysis.

Abstract: Systems, methods, and compositions provided herein relate to preparation of beads encapsulating biomolecules for performing sequential reactions on the biomolecules. Some embodiments include preparation of nucleic acid reactions within the bead, wherein the bead includes pores that allow diffusion of molecules into or out of the beads while retaining other molecules of interest.

Abstract: Systems, methods, and compositions provided herein relate to preparation of beads encapsulating biomolecules for performing sequential reactions on the biomolecules. Some embodiments include preparation of nucleic acid reactions within the bead, wherein the bead includes pores that allow diffusion of molecules into or out of the beads while retaining other molecules of interest.

Abstract: A method for enriching a target nucleic acid comprising providing an endonuclease system having a crRNA or a derivative thereof, and a Cas protein or a variant thereof. The crRNA or the derivative thereof contains a target-specific nucleotide region substantially complementary to a region of the target nucleic acid; contacting the target nucleic acid with the endonuclease system to form a complex; and separating the complex and thereby enriching for the target nucleic acid.

Abstract: Systems, methods, and compositions provided herein relate to preparation of beads encapsulating biomolecules for performing sequential reactions on the biomolecules. Some embodiments include preparation of nucleic acid reactions within the bead, wherein the bead includes pores that allow diffusion of molecules into or out of the beads while retaining other molecules of interest.

Abstract: Embodiments of systems, methods, and compositions provided herein relate to hollow beads encapsulating single cells. Some embodiments include performing multiple co-assays on a single cell encapsulated within a hollow bead, including nucleic acid sequencing, preparing nucleic acid libraries, determining methylation status, identifying genomic variants, or protein analysis.

Abstract: A method for enriching a target nucleic acid comprising providing an endonuclease system having a crRNA or a derivative thereof, and a Cas protein or a variant thereof. The crRNA or the derivative thereof contains a target-specific nucleotide region substantially complementary to a region of the target nucleic acid; contacting the target nucleic acid with the endonuclease system to form a complex; and separating the complex and thereby enriching for the target nucleic acid.

Abstract: Provided herein are methods for preparing sequencing libraries for determining the methylation status of nucleic acids from a plurality of single cells. The present methods combine split-and-pool combinatorial indexing and bisulfite treatment techniques to characterize the methylation profiles of large numbers of single cells quickly, accurately and inexpensively.

Abstract: A method for enriching a target nucleic acid comprising providing an endonuclease system having a crRNA or a derivative thereof, and a Cas protein or a variant thereof. The crRNA or the derivative thereof contains a target-specific nucleotide region substantially complementary to a region of the target nucleic acid; contacting the target nucleic acid with the endonuclease system to form a complex; and separating the complex and thereby enriching for the target nucleic acid.