Abstract: Systems, methods, and apparatuses relating to a matrix operations accelerator are described.

Abstract: Systems for detecting fluorescence from a molecule comprising an ion-impermeable film comprising at least one ion-conducting nanopore; a first and second liquid reservoir separated by the film; a means to induce movement of the molecule from the first reservoir to the second reservoir via the nanopore; a light source capable of exciting the molecule to emit fluorescence, wherein the light source shines into the second reservoir; a metallic layer adhered to the film by an adhesion layer and comprising a nanowell structure located adjacent to the nanopore; and a detector configured to detect the fluorescence emitted by the molecule are provided. Methods of use of the systems are also provided.

Abstract: Methods of quantifying a species of RNA within a sample comprising, receiving a sample comprising RNA and substantially devoid of DNA, contacting the sample with a first primer to produce a first cDNA strand, treating the sample with RNAse, contacting the sample with a second primer to produce an amplification product, treating the sample with a proteinase, passing the amplification product through a nanopore and identifying the amplification product derived from the RNA as it passes through nanopore. Methods of diagnosing a disease in a subject are also provided.

Abstract: Methods and kits for detecting the presence of at least one target DNA sequence with or without a modification in a DNA molecule are provided.

Abstract: Devices for detecting a molecule of interest comprising an electrokinetic focusing apparatus and a nanopore apparatus are provided. Kits and systems comprising the apparatus are also provided; as are methods of detecting molecules of interest comprising running the molecules through the electrokinetic focusing apparatus and then detecting the focused molecules as they pass through the nanopore.

Abstract: Methods for identifying a peptide by analyzing a linear readout representative of at least a portion of at least two amino acids along the peptide using a machine learning model, wherein the machine learning model is trained on linear readouts representative of a set of peptides of known sequence are provided. Methods of training a machine learning model on linear readouts representative of a set of known peptides, and systems for performing the methods of the invention are also provided.

Abstract: Systems comprising a light source, thin membrane immersed in an aqueous solution and a system to direct and focus light from the light source to a spot on the membrane are provided. Methods of thinning and etching a membrane are also provided, as are membranes comprising a nanopore with a Gaussian curve shaped cross-section.

Abstract: Chemical functionalization of solid-state nanopores and nanopore arrays and applications thereof. Nanopores are extremely sensitive single-molecule sensors. Recently, electron beams have been used to fabricate synthetic nanopores in thin solid-state membranes with sub-nanometer resolution. A new class of chemically modified nanopore sensors are provided with two approaches for monolayer coating of nanopores by: (1) self-assembly from solution, in which nanopores ?10 nm diameter can be reproducibly coated, and (2) self-assembly under voltage-driven electrolyte flow, in which 5 nm nanopores may be coated. Applications of chemically modified nanopore are provided including: the detection of biopolymers such as DNA and RNA; immobilizing enzymes or other proteins for detection or for generating chemical gradients; and localized pH sensing.

Abstract: Chemical functionalization of solid-state nanopores and nanopore arrays and applications thereof. Nanopores are extremely sensitive single-molecule sensors. Recently, electron beams have been used to fabricate synthetic nanopores in thin solid-state membranes with sub-nanometer resolution. A new class of chemically modified nanopore sensors are provided with two approaches for monolayer coating of nanopores by: (1) self-assembly from solution, in which nanopores ?10 nm diameter can be reproductibly coated, and (2) self-assembly under voltage-driven electrolyte flow, in which 5 nm nanopores may be coated. Applications of chemically modified nanopore are provided including: the detection of biopolymers such as DNA and RNA; immobilizing enzymes or other proteins for detection or for generating chemical gradients; and localized pH sensing.

Abstract: Systems for detecting fluorescence from a molecule comprising an ion-impermeable film comprising at least one ion-conducting nanopore; a first and second liquid reservoir separated by the film; a means to induce movement of the molecule from the first reservoir to the second reservoir via the nanopore; a light source capable of exciting the molecule to emit fluorescence, wherein the light source shines into the second reservoir; a metallic layer adhered to the film by an adhesion layer and comprising a nanowell structure located adjacent to the nanopore; and a detector configured to detect the fluorescence emitted by the molecule are provided. Methods of use of the systems are also provided.

Abstract: Provided herein are compositions, compounds, processes, and methods of use of 3D porous coating(s) on or near a nanopore(s) for analysis or detection of charged polymers such as nucleic acids, proteins, protein-nucleic acid complexes, small molecule-biological complexes, polymer-biological complexes, and/or polyelectrolytes.

Abstract: Methods and kits for detecting the presence of at least one target DNA sequence with or without a modification in a DNA molecule are provided.

Abstract: The present invention concerns compositions, kits and methods for genetic variation detection and classification. These methods combine the specificity of a ligation reaction with the single-molecule sensitivity of nanopore biosensors. This invention can achieve clinical detection of many diseases, including bacterial infections and cancer entities, by identification of specific genetic alterations.

Abstract: Devices for detecting a molecule of interest comprising an electrokinetic focusing apparatus and a nanopore apparatus are provided. Kits and systems comprising the apparatus are also provided; as are methods of detecting molecules of interest comprising running the molecules through the electrokinetic focusing apparatus and then detecting the focused molecules as they pass through the nanopore.

Abstract: Optoelectronic control of solid-state nanopores and applications thereof. Nanopores are extremely sensitive single-molecule sensors. Electron beams have been used to fabricate synthetic nanopores in thin solid-state membranes with sub-nanometer resolution. Methods for controlling the translocation speed of biopolymers through solid-state nanopores and methods for unblocking clogged pores by illuminating nanopores are described.

Abstract: Chemical functionalization of solid-state nanopores and nanopore arrays and applications thereof. Nanopores are extremely sensitive single-molecule sensors. Recently, electron beams have been used to fabricate synthetic nanopores in thin solid-state membranes with sub-nanometer resolution. A new class of chemically modified nanopore sensors are provided with two approaches for monolayer coating of nanopores by: (1) self-assembly from solution, in which nanopores ?10 nm diameter can be reproductibly coated, and (2) self-assembly under voltage-driven electrolyte flow, in which 5 nm nanopores may be coated. Applications of chemically modified nanopore are provided including: the detection of biopolymers such as DNA and RNA; immobilizing enzymes or other proteins for detection or for generating chemical gradients; and localized pH sensing.

Abstract: Chemical functionalization of solid-state nanopores and nanopore arrays and applications thereof. Nanopores are extremely sensitive single-molecule sensors. Recently, electron beams have been used to fabricate synthetic nanopores in thin solid-state membranes with sub-nanometer resolution. A new class of chemically modified nanopore sensors are provided with two approaches for monolayer coating of nanopores by: (1) self-assembly from solution, in which nanopores ?10 nm diameter can be reproductibly coated, and (2) self-assembly under voltage-driven electrolyte flow, in which 5 nm nanopores may be coated. Applications of chemically modified nanopore are provided including: the detection of biopolymers such as DNA and RNA; immobilizing enzymes or other proteins for detection or for generating chemical gradients; and localized pH sensing.

Abstract: Chemical functionalization of solid-state nanopores and nanopore arrays and applications thereof. Nanopores are extremely sensitive single-molecule sensors. Recently, electron beams have been used to fabricate synthetic nanopores in thin solid-state membranes with sub-nanometer resolution. A new class of chemically modified nanopore sensors are provided with two approaches for monolayer coating of nanopores by: (1) self-assembly from solution, in which nanopores ?10 nm diameter can be reproducibly ceased, and (2) self-assembly under voltage driven electrolyte flow, in which 5 nm nanopore may be coated. Applications of chemically modified nanopore are provided including, the detection of biopolymers such as DNA and RNA, immobilizing enzymes or other proteins for detection or for generating chemical gradients; and localized pH sensing.

Abstract: Chemical functionalization of solid-state nanopores and nanopore arrays and applications thereof. Nanopores are extremely sensitive single-molecule sensors. Recently, electron beams have been used to fabricate synthetic nanopores in thin solid-state membranes with sub-nanometer resolution. A new class of chemically modified nanopore sensors are provided with two approaches for monolayer coating of nanopores by: (1) self-assembly from solution, in which nanopores ?10 nm diameter can be reproductibly coated, and (2) self-assembly under voltage-driven electrolyte flow, in which 5 nm nanopores may be coated. Applications of chemically modified nanopore are provided including: the detection of biopolymers such as DNA and RNA; immobilizing enzymes or other proteins for detection or for generating chemical gradients; and localized pH sensing.

Abstract: Provided herein are compositions, compounds, processes, and methods of use of 3D porous coating(s) on or near a nanopore(s) for analysis or detection of charged polymers such as nucleic acids, proteins, protein-nucleic acid complexes, small molecule-biological complexes, polymer-biological complexes, and/or polyelectrolytes.