Patent Application
20230167433
A sample may be processed for various purposes, such as identification of a type of moiety within the sample. The sample may be a biological sample. Biological samples may be processed, such as for detection of a disease (e.g., cancer) or identification of a particular species. There are various approaches for processing samples, such as polymerase chain reaction (PCR) and sequencing.
Biological samples may be processed within various reaction environments, such as partitions. Partitions may be wells or droplets. Droplets or wells may be employed to process biological samples in a manner that enables the biological samples to be partitioned and processed separately. For example, such droplets may be fluidically isolated from other droplets, enabling accurate control of respective environments in the droplets.
Biological samples in partitions may be subjected to various processes, such as chemical processes or physical processes. Samples in partitions may be subjected to heating or cooling, or chemical reactions, such as to yield species that may be qualitatively or quantitatively processed.
In some cases, methods of processing nucleic acids may often utilize barcode or identifier sequences in order to identify the origin or source of a nucleic acid molecule. This barcode may be attached to a particular nucleic acid in order to identify the cellular origin of a nucleic acid. In the context of single cell analysis, the barcode may indicate that the nucleic acid originated for a particular cell. The barcoding of the nucleic acids for a cell may be performed using partitions in which barcodes and the cell are partitioned away from other cells or barcodes. In this manner, a single cell and nucleic acids derived from the cell may be allowed to be barcoded by a barcode nucleic acid molecule in a partition. The barcode nucleic acid molecule may be on a support and may be loaded into a partition. However, during the process to partition a set of barcode nucleic acids with a single cell or group of nucleic acids, multiple sets of nucleic acid barcode molecules, which may be different barcodes, may be partitioned together in to the same partition. The resulting data obtained from the barcode multiple may be of lower quality. Because multiple barcodes are associated with a single cell or partition, the data may no longer accurately reflect the nucleic acids present in a particular cell and it may be difficult to identify which barcodes are representative of which cell. Detection and analysis of partitions with more than one barcode may allow an increase in cell recovery efficiency by allowing more partitions comprise barcodes.
In an aspect, the present disclosure provides a method for sample processing comprising: a) providing a partition comprising a support comprising: (i) a first set of nucleic acid barcode molecules, and (ii) a second set of nucleic acid barcode molecules, wherein the first set of nucleic acid barcode molecules comprise a barcode sequence and the second set of nucleic acid barcode molecules comprise the barcode sequence; and b) using a first nucleic acid barcode molecule of the first set of nucleic acid barcode molecules and a second nucleic acid barcode molecule of the second set of nucleic acid barcode molecules to generate a barcoded nucleic acid molecule comprising (i) a first region comprising the barcode sequence, or a complement thereof and (ii) a second region comprising the barcode sequence, or a complement thereof, wherein the first region and the second region are different. In some embodiments, the partition further comprises an additional support comprising (i) a third set of nucleic acid barcode molecules and (ii) a fourth set of nucleic acid barcode molecules, wherein the third set of nucleic acid barcode molecules comprise an additional barcode sequence and the fourth set of barcode molecules comprise the additional barcode sequence. In some embodiments, the method further comprises using the second set of nucleic acid molecule and the third set of nucleic acid molecules to generate a second barcoded nucleic acid molecule comprising the barcode sequence and the additional barcode sequence. In some embodiments, the method further comprises sequencing the second barcoded nucleic acid molecule, or a derivative thereof, thereby generating a sequence read of the second barcoded nucleic acid molecule. In some embodiments, the method further comprises identifying the partition as comprising the support and the additional support based on the sequence read of the second barcoded nucleic acid molecule. In some embodiments, the first set of nucleic acid barcode molecules is configured to capture a target nucleic acid. In some embodiments, the first set of nucleic acid barcode molecules further comprise a unique molecular index. In some embodiments, the first set of nucleic acid barcode molecules comprise a multiplet identification sequence. In some embodiments, the first set of nucleic acid barcode molecules comprises a capture sequence.
In some embodiments, the additional support is a bead. In some embodiments, the bead is a gel bead. In some embodiments, the multiplet identification sequence comprises a capture sequence. In some embodiments, the second set of nucleic acid molecules comprises a sequence complementary to the capture sequence. In some embodiments, the second set of nucleic acid molecules comprises a sequence complementary to the multiplet identification sequence.
In some embodiments, the capture sequence comprises a poly-T sequence and the sequence complementary to the capture sequence comprises a poly-A sequence. In some embodiments, the method further comprises subjecting the partition to conditions sufficient to allow hybridization of (i) the first nucleic acid barcode molecule to (ii) the second nucleic acid barcode molecule. In some embodiments, the capture sequence comprises a poly-T sequence.
In some embodiments, the partition comprises a cell. In some embodiments, the method further comprises subjecting the partition to conditions sufficient to lyse the cell.
In some embodiments, the support is a bead. In some embodiments, the bead is a gel bead. In some embodiments, the method further comprises subjecting the partition to conditions sufficient to dissolve the gel bead. In some embodiments, the partition is a droplet. In some embodiments, the partition is a microwell.
In some embodiments, the first set of nucleic acid barcode molecules and the second set of nucleic acid barcode molecules are in different concentrations. In some embodiments, the first set of nucleic acid barcode molecules is at a higher concentration than the second set of nucleic acid barcode molecules.
In another as aspect, the present disclosure provides a method comprising a) analyzing a sequence of a nucleic acid molecule to identify a presence of a nucleic acid sequence comprising: a first barcode sequence or complement thereof and a second barcode sequence or complement thereof, and b) using the presence identified in a) to determine that a partition from which the nucleic acid molecule was derived comprises: (i) a first barcode molecule attached to a first support, wherein the first barcode molecule comprises the first barcode sequence; and (ii) a second barcode molecule attached to a second support, wherein the second barcode molecule comprises the second barcode sequence, wherein the first barcode sequence and second barcode sequence are different, and wherein the first support and the second support are different. In some embodiments, the method further comprises using the presence to determine that (i) a first nucleic acid comprising the first barcode sequence and (ii) a second nucleic acid comprising the second barcode sequence originate from the partition. In some embodiment, prior to a), the first barcode molecule is attached to a first support, and the second barcode molecule is attached to a second support. In some embodiments, the method further comprises, prior to a), sequencing the nucleic acid molecules from a partition to generate the sequences of the nucleic acid molecules.
In some embodiments, the partition is a droplet. In some embodiments, the droplet is an aqueous droplet.
In another aspect, the present disclosure provides a method for sample processing comprising: partitioning a plurality of supports in a plurality of partitions, wherein a support of the plurality of supports comprises (i) a first set of nucleic acid barcode molecules, wherein the first set of nucleic barcode molecules is configured to capture a target nucleic acid and (ii) a second set of nucleic acid barcode molecules, wherein the second set of nucleic acid barcode molecules is configured to interact with the first set of nucleic acid barcode molecules, and wherein the first set of nucleic acid barcode molecules comprises a barcode sequence and the second set of nucleic acid barcode molecules comprises the barcode sequence. In some embodiments, the partition is performed by Poisson loading. In some embodiments, the partition is performed by super-Poisson loading. In some embodiments, the partitioning generates a plurality of partitions and wherein a partition of the plurality of partitions comprise at least one support of the plurality of supports.
In another aspect, the present disclosure provides a system comprising: a partition comprising a support, wherein the support comprises: (i) a first set of nucleic acid molecules comprising a capture sequence and a barcode sequence; and (ii) a second set of nucleic acid molecules comprising the barcode sequence and a sequence complementary to a sequence of the first set of nucleic acid molecules. In some embodiments, the system further comprises a nucleic acid molecule comprising (i) a first region comprising the barcode sequence and (ii) a second region comprising the barcode sequence, wherein the first region and the second region are different. In some embodiments, the system further comprises a plurality of partitions comprising a plurality of supports, wherein the plurality of partitions comprises the partition, and wherein the plurality of supports comprises the support. In some embodiments, at least one other support of the plurality of supports comprise a different barcode sequence. In some embodiments, a partition of the plurality of partitions comprises two or more supports of the plurality of supports. In some embodiments, the barcode sequences of the two or more supports of the plurality of support are different. In some embodiments, the plurality of supports is a plurality of beads. In some embodiments, the plurality of beads is a plurality of gels beads. 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, the partition further comprises a target nucleic acid molecule. In some embodiments, the target nucleic acid molecule comprises a poly-A sequence. In some embodiments, the target nucleic acid molecule comprises mRNA. In some embodiments, the target nucleic acid molecule is derived from a cell. In some embodiments, the capture sequence is configured to couple to the target nucleic acid molecule. In some embodiments, the capture sequence comprises a poly-T sequence. In some embodiments, the first set of nucleic acid molecules comprise a unique molecular identifier (UMI) sequence. In some embodiments, the first set of nucleic acid molecules comprise a sequence configured to allow attachment to a flow cell of a sequencer. In some embodiments, the first set of nucleic acid molecules or second set of nucleic acid molecules are configured to be released from the support. In some embodiments, the sequence complementary to a sequence of the first set of nucleic acid molecules comprises a poly-A sequence. In some embodiments, the partition further comprises a cell. In some embodiments, the partition comprises nucleic acids derived from the cell. In some embodiments, the support is a bead. In some embodiments, the bead is a gel bead. In some embodiments, the bead is a degradable bead. In some embodiments, the partition is a droplet. In some embodiments, the partition further comprises an additional support, wherein the additional support comprises (i) a third set of nucleic acid molecules comprising the capture sequence and an additional barcode sequence; and (ii) a fourth set of nucleic acid molecules comprising the additional barcode sequence and the sequence complementary to the sequence of the first set of nucleic acid molecules. In some embodiments, the partition further comprises a nucleic acid molecule comprising the barcode sequence and the additional barcode sequence.
In another aspect, the present disclosure provides a composition comprising a plurality of supports, wherein the plurality of supports comprises a first support which comprises a plurality of nucleic acid barcode molecules, wherein a first nucleic acid barcode molecule of the plurality of nucleic acid barcode molecules comprises a barcode sequence and an analyte capture sequence, and wherein a second nucleic acid barcode molecule of the plurality of nucleic acid barcode molecules comprises the barcode sequence and a capture sequence that is configured to hybridize to the analyte capture sequence. In some embodiments, first nucleic acid barcode molecule comprises a unique molecular identifier sequence. In some embodiments, the analyte capture sequence comprises a poly-T sequence. In some embodiments, the first nucleic acid barcode molecule comprises a sequence configured to allow attachment to a flow cell of a sequencer. In some embodiments, the first nucleic acid barcode molecule or second nucleic acid barcode molecule is configured to be released from the support. In some embodiments, the capture sequence comprises a poly-A sequence. In some embodiments, the first support is a bead. In some embodiments, the bead is a gel bead. In some embodiments, the bead is a degradable bead. In some embodiments, the plurality of supports is a plurality of beads. In some embodiments, the plurality of supports further comprises a second support which comprises a second plurality of nucleic acid barcode molecules. In some embodiments, at least one other support of the plurality of supports comprises a different barcode sequence.
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.
All 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 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 “barcode,” as used herein, generally refers to a label, or identifier, that conveys or is capable of conveying information about an analyte. A barcode can be part of an analyte. A barcode can be independent 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. Nucleic acids comprising a barcode sequence that are optionally configured to interact with a nucleic acid to generate a barcoded nucleic acid may be referred to as a nucleic acid barcode molecule.
As used herein, the term “barcoded nucleic acid molecule” generally refers to a nucleic acid molecule that results from, for example, the processing of a nucleic acid barcode molecule with a nucleic acid sequence (e.g., nucleic acid sequence complementary to a nucleic acid primer sequence encompassed by the nucleic acid barcode molecule). The nucleic acid sequence may be a targeted sequence or a non-targeted sequence. For example, in the methods and systems described herein, hybridization and reverse transcription of a nucleic acid molecule (e.g., a messenger RNA (mRNA) molecule) of a cell with a nucleic acid barcode molecule (e.g., a nucleic acid barcode molecule containing a barcode sequence and a nucleic acid primer sequence complementary to a nucleic acid sequence of the mRNA molecule) results in a barcoded nucleic acid molecule that has a sequence corresponding to the nucleic acid sequence of the mRNA and the barcode sequence (or a reverse complement thereof). A barcoded nucleic acid molecule may serve as a template, such as a template polynucleotide, that can be further processed (e.g., amplified) and sequenced to obtain the target nucleic acid sequence. For example, in the methods and systems described herein, a barcoded nucleic acid molecule may be further processed (e.g., amplified) and sequenced to obtain the nucleic acid sequence of the mRNA.
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 bead. The gel bead may include a polymer matrix (e.g., matrix formed by polymerization or cross-linking). The polymer matrix may include one or more polymers (e.g., polymers having different functional groups or repeat units). Polymers in the polymer matrix may be randomly arranged, such as in random copolymers, and/or have ordered structures, such as in block copolymers. Cross-linking can be via covalent, ionic, or inductive, interactions, or physical entanglement. The bead may be a macromolecule. The bead may be formed of nucleic acid molecules bound together. The bead may be formed via covalent or non-covalent assembly of molecules (e.g., macromolecules), such as monomers or polymers. Such polymers or monomers may be natural or synthetic. Such polymers or monomers may be or include, for example, nucleic acid molecules (e.g., DNA or RNA). The bead may be formed of a polymeric material. The bead may be magnetic or non-magnetic. The bead may be rigid. The bead may be flexible and/or compressible. The bead may be disruptable or dissolvable. The bead may be a solid particle (e.g., a metal-based particle including but not limited to iron oxide, gold or silver) covered with a coating comprising one or more polymers. Such coating may be disruptable or dissolvable.
The term “biological particle,” as used herein, generally refers to a discrete biological system derived from a biological sample. The biological particle may be a macromolecule. The biological particle may be a small molecule. The biological particle may be a virus. The biological particle may be a cell or derivative of a cell. The biological particle may be an organelle. The biological particle may be a rare cell from a population of cells. The biological particle may be any type of cell, including without limitation prokaryotic cells, eukaryotic cells, bacterial, fungal, plant, mammalian, or other animal cell type, mycoplasmas, normal tissue cells, tumor cells, or any other cell type, whether derived from single cell or multicellular organisms. The biological particle may be a constituent of a cell. The biological particle may be or may include DNA, RNA, organelles, proteins, or any combination thereof. The biological particle may be or may include a matrix (e.g., a gel or polymer matrix) comprising a cell or one or more constituents from a cell (e.g., cell bead), such as DNA, RNA, organelles, proteins, or any combination thereof, from the cell. The biological particle may be obtained from a tissue of a subject. The biological particle may be a hardened cell. Such hardened cell may or may not include a cell wall or cell membrane. In some instances, the biological particle may include one or more constituents of a cell, but may not include other constituents of the cell. An example of such constituents is a nucleus or an organelle. A cell may be a live cell. The live cell may be capable of being cultured, for example, being cultured when enclosed in a gel or polymer matrix, or cultured when comprising a gel or polymer matrix.
The term “genome,” as used herein, generally refers to genomic information from a subject, which may be, for example, at least a portion or 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 (e.g., 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 ordinarily has a total of 46 chromosomes. The sequence of all of these together may constitute a human genome.
The term “macromolecular constituent,” as used herein, generally refers to a macromolecule contained within or from a biological particle. The macromolecular constituent may comprise a nucleic acid. In some cases, the biological particle may be a macromolecule. The macromolecular constituent may comprise DNA. The macromolecular constituent may comprise RNA. 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. The macromolecular constituent may comprise a peptide. The macromolecular constituent may comprise a polypeptide.
The term “molecular tag,” as used herein, generally refers to a molecule capable of binding to a macromolecular constituent. The molecular tag may bind to the macromolecular constituent with high affinity. The molecular tag may bind to the macromolecular constituent with high specificity. The molecular tag may comprise a nucleotide sequence. The molecular tag may comprise a nucleic acid sequence. The nucleic acid sequence may be at least a portion or an entirety of the molecular tag. The molecular tag may be a nucleic acid molecule or may be part of a nucleic acid molecule. The molecular tag may be an oligonucleotide or a polypeptide. The molecular tag may comprise a DNA aptamer. The molecular tag may be or comprise a primer. The molecular tag may be, or comprise, a protein. The molecular tag may comprise a polypeptide. The molecular tag may be a barcode.
The term “partition,” as used herein, generally, refers to a space or volume that may be suitable to contain one or more species or conduct one or more reactions. A partition may be a physical compartment, such as a droplet or well (e.g., a microwell). The partition may isolate space or volume from another space or volume. The droplet may be a first phase (e.g., aqueous phase) in a second phase (e.g., oil) immiscible with the first phase. The droplet may be a first phase in a second phase that does not phase separate from the first phase, such as, for example, a capsule or liposome in an aqueous phase. A partition may comprise one or more other (inner) partitions. In some cases, a partition may be a virtual compartment that can be defined and identified by an index (e.g., indexed libraries) across multiple and/or remote physical compartments. For example, a physical compartment may comprise a plurality of virtual compartments.
The term “real time,” as used herein, can refer to a response time of less than about 1 second, a tenth of a second, a hundredth of a second, a millisecond, or less. The response time may be greater than 1 second. In some instances, real time can refer to simultaneous or substantially simultaneous processing, detection or identification.
The term “sample,” as used herein, generally refers to a biological sample of a subject. The biological sample may comprise any number of macromolecules, for example, cellular macromolecules. The sample may be a cell sample. The sample may be a cell line or cell culture sample. The sample can include one or more cells. The sample can include one or more microbes. The biological sample may be a nucleic acid sample or protein sample. The biological sample may also be a carbohydrate sample or a lipid 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 swab. 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 “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, nucleic acid molecules such as 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, without limitation, a sequencing system by Illumina®, Pacific Biosciences (PacBio®), Oxford Nanopore®, or Life Technologies (Ion Torrent®). Alternatively or in addition, sequencing may be performed using nucleic acid amplification, polymerase chain reaction (PCR) (e.g., digital PCR, quantitative PCR, or real time PCR), or isothermal amplification. Such systems may provide a plurality of raw genetic data corresponding to the genetic information of a subject (e.g., human), as generated by the systems from a sample provided by the subject. In some examples, such systems provide sequencing reads (also “reads” herein). A read may include a string of nucleic acid bases corresponding to a sequence of a nucleic acid molecule that has been sequenced. In some situations, systems and methods provided herein may be used with proteomic information.
The term “subject,” as used herein, generally refers to an animal, such as a mammal (e.g., human) or avian (e.g., bird), or other organism, such as a plant. For example, the subject can be a vertebrate, a mammal, a rodent (e.g., 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, and/or an individual that is in need of therapy or suspected of needing therapy. A subject can be a patient. A subject can be a microorganism or microbe (e.g., bacteria, fungi, archaea, viruses).
The terms “a,” “an,” and “the,” as used herein, generally refers to singular and plural references unless the context clearly dictates otherwise.
Whenever the term “at least,” “greater than,” or “greater than or equal to” precedes the first numerical value in a series of two or more numerical values, the term “at least,” “greater than” or “greater than or equal to” applies to each of the numerical values in that series of numerical values. For example, greater than or equal to 1, 2, or 3 is equivalent to greater than or equal to 1, greater than or equal to 2, or greater than or equal to 3.
Whenever the term “no more than,” “less than,” or “less than or equal to” precedes the first numerical value in a series of two or more numerical values, the term “no more than,” “less than,” or “less than or equal to” applies to each of the numerical values in that series of numerical values. For example, less than or equal to 3, 2, or 1 is equivalent to less than or equal to 3, less than or equal to 2, or less than or equal to 1.
Provided herein are methods, compositions, and systems for processing nucleic acids such that the resulting data can be analyzed to identify the presence of a partition that comprises two or more different barcode sequences. The present disclosure provides compositions that may be used to label the nucleic acids in partitions in order to identify the nucleic acids as originating or as previously partitioned to the same or given partition. The present disclosure also provides methods for using the composition in order to label nucleic acids and identify the nucleic acids as originating from a single partition. Provided herein are methods and system for analyzing sequence data to determine if a nucleic acid has been partitioned with two or more different barcode sequences.
Provided herein is a method for sample processing, comprising: a) providing a partition comprising a support comprising: (i) a first set of nucleic acid barcode molecules, and (ii) a second set of nucleic acid barcode molecules, wherein the first set of nucleic acid barcode molecules comprise a barcode sequence and the second set of nucleic acid barcode molecules comprise the barcode sequence; and b) using a first nucleic acid barcode molecule of the first set of nucleic acid barcode molecules and a second nucleic acid barcode molecule of the second set of nucleic acid barcode molecules to generate a barcoded nucleic acid molecule comprising (i) a first region comprising the barcode sequence, or a complement thereof and (ii) a second region comprising the barcode sequence, or a complement thereof, wherein the first region and the second region are different. The methods may additionally comprise the partition further comprising an additional support comprising (i) a third set of nucleic acid barcode molecules and (ii) a fourth set of nucleic acid barcode molecules, wherein the third set of nucleic acid barcode molecules comprise an additional barcode sequence and the fourth set of barcode molecules comprise the additional barcode sequence. The second set of nucleic acids barcode molecules may be set of multiplet probes. The methods may additional comprise using the second set of nucleic acid molecule and the third set of nucleic acid molecules to generate a second barcoded nucleic acid molecule comprising the barcode sequence and the additional barcode sequence. The generation of the second barcoded nucleic acid molecule comprising the barcode sequence and the additional barcode sequence may be indicative of a barcode multiplet. A barcode multiplet may be a barcode doublet such that two barcodes comprising a different sequence are in a same partition.
Provided herein is a method comprising: a) analyzing a sequence of a nucleic acid molecule to identify a presence of a nucleic acid sequence comprising: a first barcode sequence or complement thereof and a second barcode sequence or complement thereof, and b) using the presence identified in a) to determine that a partition from which the nucleic acid molecule was derived comprises: (i) a first barcode molecule attached to a first support, wherein the first barcode molecule comprises the first barcode sequence; and (ii) a second barcode molecule attached to a second support, wherein the second barcode molecule comprises the second barcode sequence, wherein the first barcode sequence and second barcode sequence are different, and wherein the first support and the second support are different. The method may further comprise using the presence to determine that (i) a first nucleic acid comprising the first barcode sequence and (ii) a second nucleic acid comprising the second barcode sequence originate from the partition.
Provided herein is a method for sample processing, comprising: partitioning a plurality of supports in a plurality of partitions, wherein a support of the plurality of supports comprises (i) a first set of nucleic acid barcode molecules, wherein the first set of nucleic barcode molecules is configured to capture a target nucleic acid and (ii) a second set of nucleic acid barcode molecules, wherein the second set of nucleic acid barcode molecules is configured to interact with the first set of nucleic acid barcode molecules, and wherein the first set of nucleic acid barcode molecules comprises a barcode sequence and the second set of nucleic acid barcode molecules comprises the barcode sequence. The second set of nucleic acids barcode molecules may be set of multiplet probes.
Provided herein is a system comprising: a partition comprising a support, wherein the support comprises: (i) a first set of nucleic acid molecules comprising a capture sequence and a barcode sequence; and (ii) a second set of nucleic acid molecules comprising the barcode sequence and a sequence complementary to a sequence of the first set of nucleic acid molecules. The second set of nucleic acids may be a multiplet probe.
In an aspect, the present disclosure provides systems compositions for providing a multiplet probe. In some cases, a barcode multiplet (e.g. doublet or triplet) may occur such that more than one barcode sequence may be partitioned into a single partition. A barcode sequence may be correlated or correspond to a single cell or biological particle, or nucleic acids derived from a single cell or biological particle, or nucleic acids that are otherwise partitioned into a single partition. The barcode multiplet may cause nucleic acids in a single partition to be tagged with multiple different barcode sequences, which may cause the nucleic acids to inadvertently be interpreted as being derived or originating from at least two different partitions as opposed to a single partition. A multiplet probe may be used to detect the presence of a barcode multiplet.
The multiplet probe may comprise a variety of different functional sequences. For example, the multiplet probe may comprise a multiplet barcode sequence, a unique molecular identifier sequence, a primer sequence, a multiplet identification sequence, a sequence that allows the multiple probe to interact with a barcode molecule, a sequence that is complementary to a sequence of the barcode molecule, or combinations thereof. A multiplet identification sequence may allow the multiplet identification to occur by hybridizing to any sequence on the barcode molecule, or derivatives of the barcode molecules. For example, the multiplet identification sequence may hybridize to a TSO sequence, a poly T sequence, a target specific sequence, or other sequences on a barcode molecule. A multiplet probe comprising a multiplet barcode sequence may be a barcode molecule as described elsewhere herein, with a multiplet probe comprising a multiplet identification sequence thereby allowing multiplets to be identified via the multiplet barcode sequence and the multiplet identification sequence. The multiplet probe may barcode a sequence with a multiplet barcode sequence, however, in some cases, the multiplet probe may not interact with nucleic acids derived from a cell and be unable to barcode a nucleic acid derived from a cell.
Multiplet probe molecules may be attached to a solid support. Other molecules may also be attached to the same solid support. In some cases, a barcode molecule may also be attached to the same support. The barcode molecule may also comprise a capture sequence. In some cases, the barcode sequence on the barcode molecule and the multiplet probe barcode sequence is the same barcode sequence. Upon partitioning of the solid support, the multiplet probe and barcode molecule may be partitioned into the same partition. The attachment of both the barcode molecule and multiplet probe to the same support may allow a single barcode sequence to be associated with a single support, with the barcode sequence of the barcode molecule and the multiplet probe barcode sequence being the same barcode sequence. The presence of the multiplet probe with a particular barcode sequence in a given partition may be indicative of the presence of a barcode molecule with the same particular barcode sequence in the same given partition.
Upon release of the barcode molecule and the multiplet probe from the solid support, the multiplet probe and barcode molecule may interact. For example, the multiplet probe and the barcode molecule may hybridize such that a portion of the multiple probe and a portion of the barcode molecule form a double stranded nucleic acid. The multiplet probe may comprise a sequence that is complementary to a sequence on the barcode molecule. For example, the multiplet probe may comprise a multiplet identification sequence which is configured to hybridize to a sequence on the barcode molecule such to allow the generation of a molecule that indicates that a bead multiplet is present. The barcode molecule may comprise as poly-T sequence and the multiplet probe may comprise a poly-A sequence.
The detection of a barcode multiplet may allow the two or more different barcode molecules in the partition to be identified as belong to, originating from, or derived from the same partition. Nucleic acid molecules that contain a sequence of one of the two or more different barcodes may be identified as belonging to the same partition as nucleic acids that contains a sequence of another of the two or more different barcodes.
As disclosed elsewhere herein, partitions may comprise nucleic acids derived from a cell or a cell and barcode molecules. The barcode molecule may be used to barcode nucleic acid molecules in the partition. In some instances, the barcode molecules may be attached to a support, such as bead, gel bead, or other supports are described elsewhere herein. In some cases, the barcode molecule may be indicative of which partition or cell the nucleic acids resided in, originate from, or are derived from. The nucleic acids may be tagged by the barcode molecules, thereby allowing the sequence of the barcoded nucleic acids to be indicative of the partition or cell that the nucleic acids resided in, originate from, or are derived from. In some cases, the partition may comprise multiple different barcode molecules and that a partition may comprises a nucleic acid derived from a single cell which are subsequently tagged with multiple different barcode molecules. In such an instance, the data processing may be unable to determine which barcode is associated with which partition or cell. In some instances, a multiplet probe may be partitioned into partitions such to identify which barcode molecules are associated with which partition. For example, a gel bead comprising a barcode may be partitioned into a partition, which may be used to barcode nucleic acids in the partition. A multiplet probe may be partitioned into the same partition thereby allowing the addition of the sequence of the multiplet probe to a barcode molecule correlated or associated with a specific cell or partition.
In some cases, there may be two or more barcode molecules that have a different barcode sequence in a partition. The multiplet probe may interact with the two or more barcode molecules that have a different sequence. A new molecule may be synthesized such that the molecule comprises a multiplet barcode sequence and a first barcode of the two or more barcodes. Another molecule may be synthesized such that the molecule comprises a barcode sequence and a second barcode of the two or more barcodes.
The multiplet probe may interact with other barcode molecules and generate molecules comprising the multiplet probe barcode sequence and another barcode sequence. The generation of molecules may be performed as described elsewhere for other barcoding reactions. For example, the generation may be performed using an extension, ligation, amplification reaction or other reaction that may generate a molecule with the multiplet probe barcode sequence or complement thereof. For example, the multiplet probe may comprise a sequence that may hybridize to the other barcode molecule. The formed duplex between the multiplet probe and the barcode molecule may allow an enzyme to perform and extension reaction such that a molecule that comprises the sequence of the multiplet probe and the other barcode sequence, or complements thereof, is generated.
The nucleic acids generated by the multiplet probes may comprise multiple barcode sequences. The nucleic acids may comprise two barcode that comprise the same barcode sequence. The nucleic acids may comprise two barcode that comprise two different barcode sequence. The presence of two different barcode sequences on a single generated nucleic acid molecule may indicate the presence of a barcode multiplet. The two barcodes may be indicative of the barcode molecules that were present, originated, or derived from the same partition.
In some case, the multiplet probe may have sequence that allows interaction with the barcode molecules that may otherwise barcode nucleic acids derived from a cell. For example, the multiplet probe may comprise a sequence that is recognized by a barcode molecule and a barcoding reaction may be performed such to barcode the multiplet probe. For example, this sequence may act as a primer, or may be recognized by a primer.
Barcode molecules may be used to capture nucleic acids of interest via a capture sequence. For example, the barcode molecules may capture nucleic acids derived from a cell. The barcode molecules may capture mRNA transcripts derived from the cells. The barcode molecules may capture genomic DNA. The capture sequence may be configured to hybridize to a nucleic acid molecule. For example, the capture sequence may be a poly-T sequence and may be used to capture mRNA comprising a poly-A sequence.
In some cases, the nucleic acid molecules generated by the barcode molecules or multiplet probes molecule may comprise other functional sequences. For example, the generated nucleic acid molecules may have unique molecular identifier (UMI) sequences. The generated nucleic acid molecules may have at least 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 25, 30, 35, 40, 45, 50, 55, 60, 65, 70, 75, 80, 85, 90, 100, or more UMI sequences The generated nucleic acid molecules may have no more than 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 25, 30, 35, 40, 45, 50, 55, 60, 65, 70, 75, 80, 85, 90, 100, or less UMI sequences.
The multiplet probe barcode sequence comprises a number of nucleotide or a sequence length. The multiplet probe barcode sequence may comprise at least 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 25, 30, 35, 40, 45, 50, 55, 60, 65, 70, 75, 80, 85, 90, 100, 110, 120,130, 140, 150, 160, 170, 180, 190, 200, 300, 400, 500, 600, 700, 800, 900, 1000 or more nucleotides. The multiplet probe barcode sequence may comprise no more than 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 25, 30, 35, 40, 45, 50, 55, 60, 65, 70, 75, 80, 85, 90, 100, 110, 120, 130, 140, 150, 160, 170, 180, 190, 200, 300, 400, 500, 600, 700, 800, 900, 1000 or less nucleotides. The multiplet probe may comprise a number of nucleotides or be a particular sequence length. The multiplet probe may comprise at least 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 25, 30, 35, 40, 45, 50, 55, 60, 65, 70, 75, 80, 85, 90, 100, 110, 120, 130, 140, 150, 160, 170, 180, 190, 200, 300, 400, 500, 600, 700, 800, 900, 1000 or more nucleotides. The multiplet probe may comprise no more than 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 25, 30, 35, 40, 45, 50, 55, 60, 65, 70, 75, 80, 85, 90, 100, 110, 120, 130, 140, 150, 160, 170, 180, 190, 200, 300, 400, 500, 600, 700, 800, 900, 1000 or less nucleotides.
The multiplet probe may comprise a random sequence. The multiplet probe may comprise a non-random sequence. The multiplet probe may comprise a random and non-random sequence. The random sequence may be generated as described elsewhere herein for the generation of random sequences, for example the generation of UMI sequences.
The multiplet probe may comprise ribonucleic acid (RNA). The multiplet probe may comprise deoxyribonucleic acid (DNA). The multiplet probe may comprise DNA and RNA. The multiplet probe may be used to generate nucleic acids comprising DNA or RNA.
The multiplet probe may be attached to a support. One or more multiplet probes may be attached to a single support. For example, at least 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 40, 50, 60, 70, 80, 90, 100, 120, 140, 160, 180, 200, 300, 400, 500, 600, 700, 800, 900, 1000, 1500, 2000, 2500, 3000, 3500, 4000, 4500, 5000, 5500, 6000, 6500, 7000, 8000, 9000, 10000, 50000, 100000, or more multiplet probe may be attached to a single support. For example, no more than 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 40, 50, 60, 70, 80, 90, 100, 120, 140, 160, 180, 200, 300, 400, 500, 600, 700, 800, 900, 1000, 1500, 2000, 2500, 3000, 3500, 4000, 4500, 5000, 5500, 6000, 6500, 7000, 8000, 9000, 10000, 50000, 100000, or less multiplet probes may be attached to a single support. The multiplet probe attached to the same support may have a common barcode sequence. The multiplet probe may be attached to the support via a covalent linker. For example, the covalent linker may be a disulfide bond. The multiplet probe may be attached to the support via a non-covalent linker. For example, the linker may comprise a biotin and streptavidin molecule such to attach the multiplet probe to the support.
Multiplet probes and barcode molecules may be attached to the same support. In some cases, the number of multiplet probes versus the number of barcode molecules on a single support may be different. In some cases, the number of multiplet probes versus the number of barcode molecules on a single support may be the same. In some cases, the number of multiplet probes on a single support may be less than the number of barcode molecules on the same support. For example, there may be 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 30, 40, 50, 60, 70, 80, 90, 100, 200, 300, 400, 500,600, 700, 800, 900, 1000, or more, times the number of barcode molecules than multiplet probes on the same support. In some cases, the number of multiplet probes on a single support may be more than the number of barcode molecules on the same support. For example, there may be 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 30, 40, 50, 60, 70, 80, 90, 100, 200, 300, 400, 500, 600, 700, 800, 900, 1000, or more, times the number of multiplet probes than barcode molecules on the same support.
The multiplet probe may be releasably attached to a support. The multiplet probe may be releasably attached to a support and may be release upon the application of a stimulus. For example, the multiplet probe may be attached via a disulfide bond. The disulfide bond may be broken via a reducing agent, thereby releasing the multiplet probe.
The support that is attached to a multiplet probe may also be degraded, such to allow the release of the multiplet probe. The construction of the support, as well as the mechanism of the degradation may be analogous to those described elsewhere herein, for example, those relating to gel beads and degradable gel beads.
In some cases, the multiplet probes may be partitioned in partitions using method and systems described elsewhere herein for the generation of partitions. The multiplet probes may be attached to a support, and the support may be partitioned into partitions, thereby partitioning the multiplet probes. The multiplet probe may be co-partitioned with other nucleic acids. The multiplet probe along with any accompanying supports may be partitioned in a Poisson distribution. The multiplet probe along with any accompanying supports may be partitioned in super-Poisson distribution. The multiplet probe may be partitioned in a sub-Poisson distribution. The multiplet probes may be partitioned such that a given partition may have a support comprising a multiplet probe. The multiplet probes may be partitioned such that a given partition may have more than one support comprising a multiplet probe. For example, a given partition may have at least 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 30, 40, 50, 60, 70, 80, 90, 100, or more supports comprising a multiplet probe. A given partition may have no more than 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 30, 40, 50, 60, 70, 80, 90, 100, or less supports comprising a multiplet probe. Pluralities of partitions may be generated such that the partitions all comprise at least 1 support comprising a multiplet probe. As the barcode multiplet may be accounted for using methods as described herein, partitions may be “overloaded” as to generate more partitions comprising at least one multiplet probe, as opposed to loading such that partitions comprising no barcode molecules are generated. It may be advantageous to reduce the number of partitions comprising no multiplet probes or barcode molecules, in order to barcode more cells or nucleic acids derived from cells. Cells which are not partitioned with a barcode molecule or multiplet probe may fail to be analyzed and data regarding those cells may be lost.
The partitions comprising the multiplet probe may be subjected to other reactions as describe elsewhere herein, as such that the addition of the multiplet probe does not affect the reactions and results in the products as described elsewhere herein. For example, the nucleic acids derived from the cell may interact with a poly-T sequence and allowed to be reverse transcribed, amplified, or extended to generate barcoded nucleic acid molecules.
Partitions comprising multiplet probes may comprise additional reagents for performing additional reactions, such as any reaction or reagent described else herein that may be present or performed in a partition. For example, a partition comprising a multiplet probe may comprise an enzyme such as a DNA polymerase, ligase, transposase, or reverse transcriptase. Additional reagents may include buffers, salts, ions, reducing agents, co-factors, substrates, or other chemicals. The addition reagents may allow reactions to occur, or may prevent reactions from occurring until a particular stimulus is added to the partition.
The partitions comprising multiplet probes may comprise nucleic acids derived from cells, such as cellular derived nucleic acids described elsewhere herein. Example cellularly derived nucleic acids may comprise mRNA, genomic DNA, mitochondrial DNA, nucleic acids comprising single nucleotide variations or single nucleotide polymorphisms, or nucleic acids related to antibody generation (e.g. V(D)J genes and rearrangement).
The partitions comprising multiplet probes may comprise proteins or metabolites derived from cells, such as cellular derived proteins or metabolites as described elsewhere herein. Example cellularly derived proteins comprise cell signaling ligands, cell surface proteins. In some cases, the partitions may comprise antibodies or antibodies-oligonucleotide conjugates that may bind to cellularly derived proteins.
In aspect, gel bead multiplets or barcode multiplets may be identified using methods described in this disclosure. A barcode multiplet or gel bead multiplet may occur when more than one gel bead comprising a barcode, or multiple barcodes containing different sequences are partitioned into one partition. Using the multiplet probes to add the multiplet probe barcode sequence to the other barcode molecules, the multiplet event can be discerned. The nucleic acid molecules that comprise a multiplet probe barcode and another barcode may be sequenced as described elsewhere herein to generate sequence data. Analysis of the sequence data may allow the identification of the molecules with the multiplet probe. By observing the other barcode sequences that are located on the same molecule as the multiplet probe barcode sequence, the other barcode can be matched to a multiplet probe barcode, indicating that this molecule came from a particular partition. Nucleic acid molecules derived from cells may also be barcoded in the same partition by the barcode molecules. In instances when multiple barcode molecules are in a same partition, nucleic acid molecules derived from cells may be barcoded by any of the multiple barcode molecules, resulting in a partition that contain barcoded nucleic acids comprising different barcodes. Analysis of molecules comprising the multiplet probe barcode sequence may allow a given barcode or multiple barcodes to be associated with a particular partition, and also allow a barcoded nucleic acid derived from a cell comprising the given barcode or a sequence of one of the multiple barcodes to be associated with the particular partition. Any nucleic acid molecules comprising one of the multiple barcodes may as such be associated with the same partition.
In some cases, the partition may comprise a cell or nucleic acids derived from a cell. As the barcodes are associated to a particular partition or are determined to be from, or resided in a particular partition, the nucleic acid molecules may be also be determined to be associated from the cell that was co-partitioned in to the same cell. In instances in which multiple barcode molecules with different barcode sequences are co-partitioned in the same partition, the nucleic acids derived from the cell comprising any of the barcode of the multiple barcodes may be determined as to have originated from the co-partitioned cell.
The barcodes may be associated in computational form to its matched multiplet probe barcode sequence. The barcodes that are associated with a particular multiplet probe barcode sequence may be associated with one another. Barcodes that are associated to one another may be determined to have resided in the same partition. Barcode sequence that are associated to one another may be determined to have be present in nucleic acids molecules that originated from the same cell.
The generated nucleic acid molecules that comprise a multiplet probe barcode sequence may be subjected to sequencing to generate sequence data. The generated nucleic acid molecules that comprise a multiplet probe barcode sequence may be subjected to reactions to allow sequencing. For example, reactions may be performed on the nucleic acid molecules to append sequencing adapters to allow attachment to a flow cell of a sequencer. The nucleic acid molecules may also be subjected to amplification, extension, ligation, or other reactions such to for example, generate additional copies of the nucleic acids, add additional nucleotides to generate a complementary strand, or append addition nucleotide sequences. The generate nucleic acids molecules comprising a multiplet probe barcode sequence may be subjected to reactions alongside other nucleic acids in the partition, or with other nucleic acids in bulk. For example, a sequencing index may be attached to the nucleic acids comprising the multiplet probe barcode sequence in conjunction (for example, in the same volume or reaction conditions) with a sequencing index being attached to a nucleic acid derived from a cell.
As the multiplet probe may have similar sequences as nucleic acids derived from cells, reactions that are performed on nucleic acids derived from cells may be analogously performed on the multiplet probes. The workflow of the methods using multiplet probes as described elsewhere herein may be analogous to the workflow described for analyzing nucleic acids derived from cells. For example, the barcoding reactions may be performed for both the barcoding of nucleic acids derived from cells and the barcoding of the multiplet probes. Analysis of the sequence data may be performed analogously as well. For example, sequences comprising a barcode sequence may all be grouped, thereby grouping nucleic sequences derived from multiplet probes and nucleic acids sequences derived from a cell in a group.
Data corresponding to generated nucleic acids comprising a multiplet probe barcode sequence may be analyzed such to generate an association between barcode sequences and multiplet probe barcode sequences. Analysis of the data may comprise generating an association with nucleic acids derived from a cell and a particular barcode. Analysis of the data may comprise generating an association with nucleic acids derived from a cell and two or more different barcodes, wherein the two or more barcodes are shown to be associated to a multiplet probe barcode sequence, partition, or cell.
In an aspect, the present disclosure provides a system comprising a partition, wherein the partition comprises a multiplet probe.
In an aspect, the present disclosure provides a system comprising a plurality of partitions comprising a plurality of multiplet probes. The plurality of multiplet probes may be attached to a plurality of supports. A given support may comprise a plurality of multiplet probes comprising a common multiplet barcode sequence. The plurality of supports may comprise supports as described elsewhere herein. For example, the plurality of supports may be a plurality of gel beads.
Upon lysis of a cell (not shown), release of the nucleic acid molecules from the support (e.g., by dissolution of supports, such as beads), and a nucleic acid synthesis reaction, new nucleic acid molecules are generated. For example, a DNA molecule may be generated using an enzyme, such as a DNA polymerase or reverse transcriptase. Nucleic acid molecule 1740 is generated and comprises a sequencer index 1722, a barcode sequence 1724, a unique molecular identifier 1726, a capture sequence 1728 and the multiplet probe barcode sequence 1724, wherein the multiplet probe barcode sequence and the barcode sequence are the same sequence 1724. This molecule is generated from the interaction of a multiplet probe and barcode molecule. Additionally, a barcoded nucleic acid 1750 derived from the cell (not shown) is also formed comprising a sequencer index 1722, a barcode sequence 1724, a unique molecular identifier 1726, a capture sequence 1728, and a sequence of interest 1752 of the nucleic acid derived from the cell.
In the case of a barcode multiplet, an additional barcode support, e.g., a bead (not shown) comprising nucleic acids comprising a different barcode sequence 1762 from barcode sequence 1724, is co-partitioned with support 1710. Upon lysis of a cell, release of the nucleic acid molecules from the support (e.g., by dissolution of beads), and a nucleic acid synthesis reaction, nucleic acid molecule 1760 can also be generated and can comprise a sequencer index 1722, a barcode sequence 1724, a unique molecular identifier 1726, a capture sequence 1728 and barcode sequence 1762. As barcode sequence 1724 and barcode sequence 1762 are derived from different barcode supports and comprise a different nucleic acid sequence, the presence of molecule 1760 comprising both barcode sequence 1724 and barcode sequence 1762 indicates that a barcode multiplet was present in a partition.
The present disclosure also provides kits and compositions comprising a plurality of barcode molecules (e.g., nucleic acid barcode molecules). A kit may comprise a plurality of supports (e.g., beads, such as gel beads) and a plurality of barcode molecules coupled to the plurality of supports. The plurality of barcode molecules may comprise (i) a first set of barcode molecules coupled to a support of the plurality of supports and (ii) a second set of barcode molecules coupled to the same support. First barcode molecules of the first set of barcode molecules may be different than second barcode molecules of the second set of barcode molecules. First barcode molecules of the first set of barcode molecules may be configured to interact with different target molecules than second barcode molecules of the second set of barcode molecules. First barcode molecules of the first set of barcode molecules and second barcode molecules of the second set of barcode molecules may comprise barcode sequences that are different from barcode sequences of barcode molecules coupled to other supports of the plurality of supports (see US 20200063191A1, incorporated herein by reference in its entirety).
In an aspect, the systems and methods described herein provide for the compartmentalization, depositing, or partitioning of one or more particles (e.g., biological particles, macromolecular constituents of biological particles, beads, reagents, etc.) 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. The partition can be a droplet in an emulsion or well. A partition may comprise one or more other partitions.
A partition may include one or more particles. A partition may include one or more types of particles. For example, a partition of the present disclosure may comprise one or more biological particles and/or macromolecular constituents thereof. A partition may comprise one or more beads. A partition may comprise one or more gel beads. A partition may comprise one or more cell beads. A partition may include a single gel bead, a single cell bead, or both a single cell bead and single gel bead. A partition may include one or more reagents. Alternatively, a partition may be unoccupied. For example, a partition may not comprise a bead. A cell bead can be a biological particle and/or one or more of its macromolecular constituents encased inside of a gel or polymer matrix, such as via polymerization of a droplet containing the biological particle and precursors capable of being polymerized or gelled. Unique identifiers, such as barcodes, may be injected into the droplets previous to, subsequent to, or concurrently with droplet generation, such as via a microcapsule (e.g., bead), as described elsewhere herein. Microfluidic channel networks (e.g., on a chip) can be utilized to generate partitions as described herein. Alternative mechanisms may also be employed in the partitioning of individual biological particles, including porous membranes through which aqueous mixtures of cells are extruded into non-aqueous fluids.
The methods and systems of the present disclosure may comprise methods and systems for generating one or more partitions such as droplets. The droplets may comprise a plurality of droplets in an emulsion. In some examples, the droplets may comprise droplets in a colloid. In some cases, the emulsion may comprise a microemulsion or a nanoemulsion. In some examples, the droplets may be generated with aid of a microfluidic device and/or by subjecting a mixture of immiscible phases to agitation (e.g., in a container). In some cases, a combination of the mentioned methods may be used for droplet and/or emulsion formation.
Droplets can be formed by creating an emulsion by mixing and/or agitating immiscible phases. Mixing or agitation may comprise various agitation techniques, such as vortexing, pipetting, tube flicking, or other agitation techniques. In some cases, mixing or agitation may be performed without using a microfluidic device. In some examples, the droplets may be formed by exposing a mixture to ultrasound or sonication. Systems and methods for droplet and/or emulsion generation by agitation are described in International Application No. PCT/US20/17785, which is entirely incorporated herein by reference for all purposes.
Microfluidic devices or platforms comprising microfluidic channel networks (e.g., on a chip) can be utilized to generate partitions such as droplets and/or emulsions as described herein. Methods and systems for generating partitions such as droplets, methods of encapsulating biological particlemethods of increasing the throughput of droplet generation, and various geometries, architectures, and configurations of microfluidic devices and channels are described in U.S. Patent Publication Nos. 2019/0367997 and 2019/0064173, each of which is entirely incorporated herein by reference for all purposes.
In some examples, individual particles can be partitioned to discrete partitions by introducing a flowing stream of particles in an aqueous fluid into a flowing stream or reservoir of a non-aqueous fluid, such that droplets may be generated at the junction of the two streams/reservoir, such as at the junction of a microfluidic device provided elsewhere herein.
The methods of the present disclosure may comprise generating partitions and/or encapsulating particles, such as biological particles, in some cases, individual biological particles such as single cells. In some examples, reagents may be encapsulated and/or partitioned (e.g., co-partitioned with biological particles) in the partitions. Various mechanisms may be employed in the partitioning of individual particles. An example may comprise porous membranes through which aqueous mixtures of cells may be extruded into fluids (e.g., non-aqueous fluids).
The partitions can be flowable within fluid streams. The partitions may comprise, for example, micro-vesicles that have an outer barrier surrounding an inner fluid center or core. In some cases, the partitions may comprise a porous matrix that is capable of entraining and/or retaining materials within its matrix. The partitions can be droplets of a first phase within a second phase, wherein the first and second phases are immiscible. For example, the partitions can be droplets of aqueous fluid within a non-aqueous continuous phase (e.g., oil phase). In another example, the partitions can be droplets of a non-aqueous fluid within an aqueous phase. In some examples, the partitions may be provided in a water-in-oil emulsion or oil-in-water emulsion. 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, for example, 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 particles to discrete partitions may in one non-limiting example be accomplished by introducing a flowing stream of particles in an aqueous fluid into a flowing stream or reservoir of a non-aqueous fluid, such that droplets are generated (see generally e.g.
The second fluid 116 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 118, 120. 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.
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 100 may have other geometries. For example, a microfluidic channel structure can have more than one channel junction. For example, a microfluidic channel structure can have 2, 3, 4, or 5 channel segments each carrying particles (e.g., biological particles, cell beads, and/or gel beads) that meet at a channel junction. Fluid may be directed to 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.
The generated droplets may comprise two subsets of droplets: (1) occupied droplets 118, containing one or more biological particles 114, and (2) unoccupied droplets 120, not containing any biological particles 114. Occupied droplets 118 may comprise singly occupied droplets (having one biological particle) and multiply occupied droplets (having more than one biological particle). As described elsewhere herein, in some cases, the majority of occupied partitions can include no more than one biological particle per occupied partition and some of the generated partitions can be unoccupied (of any biological particle). In some cases, though, some of the occupied partitions may include more than one biological particle. In some cases, the partitioning process may be controlled such that fewer than about 25% of the occupied partitions contain more than one biological particle, and in many cases, fewer than about 20% of the occupied partitions have more than one biological particle, while in some cases, fewer than about 10% or even fewer than about 5% of the occupied partitions include more than one biological particle per partition.
In some cases, the creation of excessive numbers of empty partitions can be minimized, such as to reduce costs and/or increase efficiency. While this minimization may be achieved by providing a sufficient number of biological particles (e.g., biological particles 114) at the partitioning junction 110, such as to ensure that at least one biological particle is encapsulated in a partition, the Poissonian distribution may expectedly increase the number of partitions that include multiple biological particles. As such, where singly occupied partitions are to be obtained, at most about 95%, 90%, 85%, 80%, 75%, 70%, 65%, 60%, 55%, 50%, 45%, 40%, 35%, 30%, 25%, 20%, 15%, 10%, 5% or less of the generated partitions can be unoccupied.
In some cases, the flow of one or more of the biological particles (e.g., in channel segment 102), or other fluids directed into the partitioning junction (e.g., in channel segments 104, 106) can be controlled such that, in many cases, no more than about 50% of the generated partitions, no more than about 25% of the generated partitions, or no more than about 10% of the generated partitions are unoccupied. These flows can be controlled so as to present a 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 can create resulting partitions that have multiple occupancy rates of less than about 25%, less than about 20%, less than about 15%, less than about 10%, and in many cases, less than about 5%, while having unoccupied partitions of less than about 50%, less than about 40%, less than about 30%, less than about 20%, less than about 10%, less than about 5%, or less.
As will be appreciated, the above-described occupancy rates are also applicable to partitions that include both biological particles and additional reagents, including, but not limited to, microcapsules or beads (e.g., gel beads) carrying barcoded nucleic acid molecules (e.g., oligonucleotides) (described in relation to
In another aspect, in addition to or as an alternative to droplet based partitioning, biological particles may be encapsulated within a microcapsule that comprises an outer shell, layer or porous matrix in which is entrained one or more individual biological particles or small groups of biological particles. The microcapsule may include other reagents. Encapsulation of biological particles may be performed by a variety of processes. Such processes may combine an aqueous fluid containing the biological particles 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 can include, for example, thermal stimuli (e.g., 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)), mechanical stimuli, or a combination thereof.
Preparation of microcapsules comprising biological particles 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 microcapsules that include individual biological particles or small groups of biological particles. Likewise, membrane based encapsulation systems may be used to generate microcapsules comprising encapsulated biological particles 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, such as 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 116 in channel segments 104 and 106, which can initiate the copolymerization of the acrylamide and BAC into a cross-linked polymer network, or hydrogel.
Upon contact of the second fluid stream 116 with the first fluid stream 112 at junction 110, during formation of droplets, the TEMED may diffuse from the second fluid 116 into the aqueous fluid 112 comprising the linear polyacrylamide, which will activate the crosslinking of the polyacrylamide within the droplets 118, 120, resulting in the formation of gel (e.g., hydrogel) microcapsules, as solid or semi-solid beads or particles entraining the cells 114. 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+ ions), 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, etc.).
In some cases, encapsulated biological particles can be selectively releasable from the microcapsule, such as through passage of time or upon application of a particular stimulus, that degrades the microcapsule sufficiently to allow the biological particles (e.g., cell), or its other contents to be released from the microcapsule, such as into a partition (e.g., 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, for example, U.S. Patent Application Publication No. 2014/0378345, which is entirely incorporated herein by reference for all purposes.
The biological particle can be subjected to other 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, and/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 biological particle. 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 biological particle. In this manner, the polymer or gel may act to allow the biological particle 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 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 may comprise any other polymer or gel.
The polymer or gel may be functionalized to bind to targeted analytes, such as nucleic acids, proteins, carbohydrates, lipids or other analytes. The polymer or gel 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 of the bead. For instance, the polymer or gel may be of a similar size to the bead. The polymer or gel may have a mechanical strength (e.g. tensile strength) similar to that of the bead. The polymer or gel may be of a lower density than an oil. The polymer or gel may be of a density that is roughly similar to that of a buffer. The polymer or gel 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 may be biocompatible. The polymer or gel may maintain or enhance cell viability. The polymer or gel may be biochemically compatible. The polymer or gel may be polymerized and/or depolymerized thermally, chemically, enzymatically, and/or optically.
The polymer may comprise poly(acrylamide-co-acrylic acid) crosslinked with disulfide linkages. The preparation of the 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, the biological particle may be surrounded by polyacrylamide strands linked together by disulfide bridges. In this manner, the biological particle may be encased inside of or comprise a gel or matrix (e.g., polymer matrix) to form a “cell bead.”
A cell bead can contain biological particles (e.g., a cell) or macromolecular constituents (e.g., RNA, DNA, proteins, etc.) of biological particles. A cell bead may include a single cell or multiple cells, or a derivative of the single cell or multiple cells. For example, after lysing and washing the cells, inhibitory components from cell lysates can be washed away and the macromolecular constituents can be bound as cell beads. Systems and methods disclosed herein can be applicable to both cell beads (and/or droplets or other partitions) containing biological particles and cell beads (and/or droplets or other partitions) containing macromolecular constituents of biological particles. 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. In some cases, a cell bead may comprise a live cell. In some instances, the live cell may be capable of being cultured when enclosed in a gel or polymer matrix, or of being cultured when comprising a gel or polymer matrix. In some instances, the polymer or gel may be diffusively permeable to certain components and diffusively impermeable to other components (e.g., macromolecular constituents).
Encapsulated biological particles can provide certain potential advantages of being more storable and more portable than droplet-based partitioned biological particles. Furthermore, in some cases, biological particles can be incubated for a select period of time before analysis, such as in order to characterize changes in such biological particles over time, either in the presence or absence of different stimuli (or reagents). In such cases, encapsulation may allow for longer incubation than partitioning in emulsion droplets, although in some cases, droplet partitioned biological particles may also be incubated for different periods of time, e.g., at least 10 seconds, at least 30 seconds, at least 1 minute, at least 5 minutes, at least 10 minutes, at least 30 minutes, at least 1 hour, at least 2 hours, at least 5 hours, or at least 10 hours or more. The encapsulation of biological particles may constitute the partitioning of the biological particles into which other reagents are co-partitioned. Alternatively, or in addition, encapsulated biological particles may be readily deposited into other partitions (e.g., droplets) as described above.
As described herein, one or more processes may be performed in a partition, which may be a well. The well may be a well of a plurality of wells of a substrate, such as a microwell of a microwell array or plate, or the well may be a microwell or microchamber of a device (e.g., microfluidic device) comprising a substrate. The well may be a well of a well array or plate, or the well may be a well or chamber of a device (e.g., fluidic device). Accordingly, the wells or microwells may assume an “open” configuration, in which the wells or microwells are exposed to the environment (e.g., contain an open surface) and are accessible on one planar face of the substrate, or the wells or microwells may assume a “closed” or “sealed” configuration, in which the microwells are not accessible on a planar face of the substrate. In some instances, the wells or microwells may be configured to toggle between “open” and “closed” configurations. For instance, an “open” microwell or set of microwells may be “closed” or “sealed” using a membrane (e.g., semi-permeable membrane), an oil (e.g., fluorinated oil to cover an aqueous solution), or a lid, as described elsewhere herein.
The well may have a volume of less than 1 milliliter (mL). For instance, the well may be configured to hold a volume of at most 1000 microliters (μL), at most 100 μl, at most 10 μl, at most 1 μL, at most 100 nanoliters (nL), at most 10 nL, at most 1 nL, at most 100 picoliters (pL), at most 10 (pL), or less. The well may be configured to hold a volume of about 1000 μL, about 100 μL, about 10 μL, about 1 μL, about 100 nL, about 10 nL, about 1 nL, about 100 pL, about 10 pL, etc. The well may be configured to hold a volume of at least 10 pL, at least 100 pL, at least 1 nL, at least 10 nL, at least 100 nL, at least 1 μL, at least 10 μL, at least 100 μL, at least 1000 μL, or more. The well may be configured to hold a volume in a range of volumes listed herein, for example, from about 5 nL to about 20 nL, from about 1 nL to about 100 nL, from about 500 pL to about 100 μL, etc. The well may be of a plurality of wells that have varying volumes and may be configured to hold a volume appropriate to accommodate any of the partition volumes described herein.
In some instances, a microwell array or plate comprises a single variety of microwells. In some instances, a microwell array or plate comprises a variety of microwells. For instance, the microwell array or plate may comprise one or more types of microwells within a single microwell array or plate. The types of microwells may have different dimensions (e.g., length, width, diameter, depth, cross-sectional area, etc.), shapes (e.g., circular, triangular, square, rectangular, pentagonal, hexagonal, heptagonal, octagonal, nonagonal, decagonal, etc.), aspect ratios, or other physical characteristics. The microwell array or plate may comprise any number of different types of microwells. For example, the microwell array or plate may comprise 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 20, 30, 40, 50, 60, 70, 80, 90, 100, 200, 300, 400, 500, 600, 700, 800, 900, 1000 or more different types of microwells. A well may have any dimension (e.g., length, width, diameter, depth, cross-sectional area, volume, etc.), shape (e.g., circular, triangular, square, rectangular, pentagonal, hexagonal, heptagonal, octagonal, nonagonal, decagonal, other polygonal, etc.), aspect ratios, or other physical characteristics described herein with respect to any well.
In certain instances, the microwell array or plate comprises different types of microwells that are located adjacent to one another within the array or plate. For instance, a microwell with one set of dimensions may be located adjacent to and in contact with another microwell with a different set of dimensions. Similarly, microwells of different geometries may be placed adjacent to or in contact with one another. The adjacent microwells may be configured to hold different articles; for example, one microwell may be used to contain a cell, cell bead, or other sample (e.g., cellular components, nucleic acid molecules, etc.) while the adjacent microwell may be used to contain a microcapsule, droplet, bead, or other reagent. In some cases, the adjacent microwells may be configured to merge the contents held within, e.g., upon application of a stimulus, or spontaneously, upon contact of the articles in each microwell.
As is described elsewhere herein, a plurality of partitions may be used in the systems, compositions, and methods described herein. For example, any suitable number of partitions (e.g., wells or droplets) can be generated or otherwise provided. For example, in the case when wells are used, at least about 1,000 wells, at least about 5,000 wells, at least about 10,000 wells, at least about 50,000 wells, at least about 100,000 wells, at least about 500,000 wells, at least about 1,000,000 wells, at least about 5,000,000 wells at least about 10,000,000 wells, at least about 50,000,000 wells, at least about 100,000,000 wells, at least about 500,000,000 wells, at least about 1,000,000,000 wells, or more wells can be generated or otherwise provided. Moreover, the plurality of wells may comprise both unoccupied wells (e.g., empty wells) and occupied wells.
A well may comprise any of the reagents described herein, or combinations thereof. These reagents may include, for example, barcode molecules, enzymes, adapters, and combinations thereof. The reagents may be physically separated from a sample (e.g., a cell, cell bead, or cellular components, e.g., proteins, nucleic acid molecules, etc.) that is placed in the well. This physical separation may be accomplished by containing the reagents within, or coupling to, a microcapsule or bead that is placed within a well. The physical separation may also be accomplished by dispensing the reagents in the well and overlaying the reagents with a layer that is, for example, dissolvable, meltable, or permeable prior to introducing the polynucleotide sample into the well. This layer may be, for example, an oil, wax, membrane (e.g., semi-permeable membrane), or the like. The well may be sealed at any point, for example, after addition of the microcapsule or bead, after addition of the reagents, or after addition of either of these components. The sealing of the well may be useful for a variety of purposes, including preventing escape of beads or loaded reagents from the well, permitting select delivery of certain reagents (e.g., via the use of a semi-permeable membrane), for storage of the well prior to or following further processing, etc.
A well may comprise free reagents and/or reagents encapsulated in, or otherwise coupled to or associated with, microcapsules, beads, or droplets. Any of the reagents described in this disclosure may be encapsulated in, or otherwise coupled to, a microcapsule, droplet, or bead, with any chemicals, particles, and elements suitable for sample processing reactions involving biomolecules, such as, but not limited to, nucleic acid molecules and proteins. For example, a bead or droplet used in a sample preparation reaction for DNA sequencing may comprise one or more of the following reagents: enzymes, restriction enzymes (e.g., multiple cutters), ligase, polymerase, fluorophores, oligonucleotide barcodes, adapters, buffers, nucleotides (e.g., dNTPs, ddNTPs) and the like.
Additional examples of reagents include, but are not limited to: buffers, acidic solution, basic solution, temperature-sensitive enzymes, pH-sensitive enzymes, light-sensitive enzymes, metals, metal ions, magnesium chloride, sodium chloride, manganese, aqueous buffer, mild buffer, ionic buffer, inhibitor, enzyme, protein, polynucleotide, antibodies, saccharides, lipid, oil, salt, ion, detergents, ionic detergents, non-ionic detergents, oligonucleotides, nucleotides, deoxyribonucleotide triphosphates (dNTPs), dideoxyribonucleotide triphosphates (ddNTPs), DNA, RNA, peptide polynucleotides, complementary DNA (cDNA), double stranded DNA (dsDNA), single stranded DNA (ssDNA), plasmid DNA, cosmid DNA, chromosomal DNA, genomic DNA, viral DNA, bacterial DNA, mtDNA (mitochondrial DNA), mRNA, rRNA, tRNA, nRNA, siRNA, snRNA, snoRNA, scaRNA, microRNA, dsRNA, ribozyme, riboswitch and viral RNA, polymerase, ligase, restriction enzymes, proteases, nucleases, protease inhibitors, nuclease inhibitors, chelating agents, reducing agents, oxidizing agents, fluorophores, probes, chromophores, dyes, organics, emulsifiers, surfactants, stabilizers, polymers, water, small molecules, pharmaceuticals, radioactive molecules, preservatives, antibiotics, aptamers, and pharmaceutical drug compounds. As described herein, one or more reagents in the well may be used to perform one or more reactions, including but not limited to: cell lysis, cell fixation, permeabilization, nucleic acid reactions, e.g., nucleic acid extension reactions, amplification, reverse transcription, transposase reactions (e.g., tagmentation), etc.
The wells may be provided as a part of a kit. For example, a kit may comprise instructions for use, a microwell array or device, and reagents (e.g., beads). The kit may comprise any useful reagents for performing the processes described herein, e.g., nucleic acid reactions, barcoding of nucleic acid molecules, sample processing (e.g., for cell lysis, fixation, and/or permeabilization).
In some cases, a well comprises a microcapsule, bead, or droplet that comprises a set of reagents that has a similar attribute (e.g., a set of enzymes, a set of minerals, a set of oligonucleotides, a mixture of different barcode molecules, a mixture of identical barcode molecules). In other cases, a microcapsule, bead, or droplet comprises a heterogeneous mixture of reagents. In some cases, the heterogeneous mixture of reagents can comprise all components necessary to perform a reaction. In some cases, such mixture can comprise all components necessary to perform a reaction, except for 1, 2, 3, 4, 5, or more components necessary to perform a reaction. In some cases, such additional components are contained within, or otherwise coupled to, a different microcapsule, droplet, or bead, or within a solution within a partition (e.g., microwell) of the system.
Reagents may be loaded into a well either sequentially or concurrently. In some cases, reagents are introduced to the device either before or after a particular operation. In some cases, reagents (which may be provided, in certain instances, in microcapsules, droplets, or beads) are introduced sequentially such that different reactions or operations occur at different operations. The reagents (or microcapsules, droplets, or beads) may also be loaded at operations interspersed with a reaction or other operations. For example, microcapsules (or droplets or beads) comprising reagents for fragmenting polynucleotides (e.g., restriction enzymes) and/or other enzymes (e.g., transposases, ligases, polymerases, etc.) may be loaded into the well or plurality of wells, followed by loading of microcapsules, droplets, or beads comprising reagents for attaching nucleic acid barcode molecules to a sample nucleic acid molecule. Reagents may be provided concurrently or sequentially with a sample, e.g., a cell or cellular components (e.g., organelles, proteins, nucleic acid molecules, carbohydrates, lipids, etc.). Accordingly, use of wells may be useful in performing multi-faceted operations or reactions.
As described elsewhere herein, the nucleic acid barcode molecules and other reagents may be contained within a microcapsule, bead, or droplet. These microcapsules, beads, or droplets may be loaded into a partition (e.g., a microwell) before, after, or concurrently with the loading of a cell, such that each cell is contacted with a different microcapsule, bead, or droplet. This technique may be used to attach a unique nucleic acid barcode molecule to nucleic acid molecules obtained from each cell. Alternatively or in addition to, the sample nucleic acid molecules may be attached to a support. For instance, the partition (e.g., microwell) may comprise a bead which has coupled thereto a plurality of nucleic acid barcode molecules. The sample nucleic acid molecules, or derivatives thereof, may couple or attach to the nucleic acid barcode molecules on the support. The resulting barcoded nucleic acid molecules may then be removed from the partition, and in some instances, pooled and sequenced. In such cases, the nucleic acid barcode sequences may be used to trace the origin of the sample nucleic acid molecule. For example, polynucleotides with identical barcodes may be determined to originate from the same cell or partition, while polynucleotides with different barcodes may be determined to originate from different cells or partitions.
The samples or reagents may be loaded in the wells or microwells using a variety of approaches. The samples (e.g., a cell, cell bead, or cellular component) or reagents (as described herein) may be loaded into the well or microwell using an external force, e.g., gravitational force, electrical force, magnetic force, or using mechanisms to drive the sample or reagents into the well, e.g., via pressure-driven flow, centrifugation, optoelectronics, acoustic loading, electrokinetic pumping, vacuum, capillary flow, etc. In certain cases, a fluid handling system may be used to load the samples or reagents into the well. The loading of the samples or reagents may follow a Poissonian distribution or a non-Poissonian distribution, e.g., super Poisson or sub-Poisson. The geometry, spacing between wells, density, and size of the microwells may be modified to accommodate a useful sample or reagent distribution; for instance, the size and spacing of the microwells may be adjusted such that the sample or reagents may be distributed in a super-Poissonian fashion.
In one particular non-limiting example, the microwell array or plate comprises pairs of microwells, in which each pair of microwells is configured to hold a droplet (e.g., comprising a single cell) and a single bead (such as those described herein, which may, in some instances, also be encapsulated in a droplet). The droplet and the bead (or droplet containing the bead) may be loaded simultaneously or sequentially, and the droplet and the bead may be merged, e.g., upon contact of the droplet and the bead, or upon application of a stimulus (e.g., external force, agitation, heat, light, magnetic or electric force, etc.). In some cases, the loading of the droplet and the bead is super-Poissonian. In other examples of pairs of microwells, the wells are configured to hold two droplets comprising different reagents and/or samples, which are merged upon contact or upon application of a stimulus. In such instances, the droplet of one microwell of the pair can comprise reagents that may react with an agent in the droplet of the other microwell of the pair. For instance, one droplet can comprise reagents that are configured to release the nucleic acid barcode molecules of a bead contained in another droplet, located in the adjacent microwell. Upon merging of the droplets, the nucleic acid barcode molecules may be released from the bead into the partition (e.g., the microwell or microwell pair that are in contact), and further processing may be performed (e.g., barcoding, nucleic acid reactions, etc.). In cases where intact or live cells are loaded in the microwells, one of the droplets may comprise lysis reagents for lysing the cell upon droplet merging.
A droplet or microcapsule may be partitioned into a well. The droplets may be selected or subjected to pre-processing prior to loading into a well. For example, the droplets may comprise cells, and only certain droplets, such as those containing a single cell (or at least one cell), may be selected for use in loading of the wells. Such a pre-selection process may be useful in efficient loading of single cells, such as to obtain a non-Poissonian distribution, or to pre-filter cells for a selected characteristic prior to further partitioning in the wells. Additionally, the technique may be useful in obtaining or preventing cell doublet or multiplet formation prior to or during loading of the microwell.
In some instances, the wells can comprise nucleic acid barcode molecules attached thereto. The nucleic acid barcode molecules may be attached to a surface of the well (e.g., a wall of the well). The nucleic acid barcode molecule (e.g., a partition barcode sequence) of one well may differ from the nucleic acid barcode molecule of another well, which can permit identification of the contents contained with a single partition or well. In some cases, the nucleic acid barcode molecule can comprise a spatial barcode sequence that can identify a spatial coordinate of a well, such as within the well array or well plate. In some cases, the nucleic acid barcode molecule can comprise a unique molecular identifier for individual molecule identification. In some instances, the nucleic acid barcode molecules may be configured to attach to or capture a nucleic acid molecule within a sample or cell distributed in the well. For example, the nucleic acid barcode molecules may comprise a capture sequence that may be used to capture or hybridize to a nucleic acid molecule (e.g., RNA, DNA) within the sample. In some instances, the nucleic acid barcode molecules may be releasable from the microwell. For instance, the nucleic acid barcode molecules may comprise a chemical cross-linker which may be cleaved upon application of a stimulus (e.g., photo-, magnetic, chemical, biological, stimulus). The released nucleic acid barcode molecules, which may be hybridized or configured to hybridize to a sample nucleic acid molecule, may be collected and pooled for further processing, which can include nucleic acid processing (e.g., amplification, extension, reverse transcription, etc.) and/or characterization (e.g., sequencing). In such cases, the unique partition barcode sequences may be used to identify the cell or partition from which a nucleic acid molecule originated.
Characterization of samples within a well may be performed. Such characterization can include, in non-limiting examples, imaging of the sample (e.g., cell, cell bead, or cellular components) or derivatives thereof. Characterization techniques such as microscopy or imaging may be useful in measuring sample profiles in fixed spatial locations. For instance, when cells are partitioned, optionally with beads, imaging of each microwell and the contents contained therein may provide useful information on cell doublet formation (e.g., frequency, spatial locations, etc.), cell-bead pair efficiency, cell viability, cell size, cell morphology, expression level of a biomarker (e.g., a surface marker, a fluorescently labeled molecule therein, etc.), cell or bead loading rate, number of cell-bead pairs, etc. In some instances, imaging may be used to characterize live cells in the wells, including, but not limited to: dynamic live-cell tracking, cell-cell interactions (when two or more cells are co-partitioned), cell proliferation, etc. Alternatively or in addition to, imaging may be used to characterize a quantity of amplification products in the well.
In operation, a well may be loaded with a sample and reagents, simultaneously or sequentially. When cells or cell beads are loaded, the well may be subjected to washing, e.g., to remove excess cells from the well, microwell array, or plate. Similarly, washing may be performed to remove excess beads or other reagents from the well, microwell array, or plate. In the instances where live cells are used, the cells may be lysed in the individual partitions to release the intracellular components or cellular analytes. Alternatively, the cells may be fixed or permeabilized in the individual partitions. The intracellular components or cellular analytes may couple to a support, e.g., on a surface of the microwell, on a solid support (e.g., bead), or they may be collected for further downstream processing. For instance, after cell lysis, the intracellular components or cellular analytes may be transferred to individual droplets or other partitions for barcoding. Alternatively, or in addition to, the intracellular components or cellular analytes (e.g., nucleic acid molecules) may couple to a bead comprising a nucleic acid barcode molecule; subsequently, the bead may be collected and further processed, e.g., subjected to nucleic acid reaction such as reverse transcription, amplification, or extension, and the nucleic acid molecules thereon may be further characterized, e.g., via sequencing. Alternatively, or in addition to, the intracellular components or cellular analytes may be barcoded in the well (e.g., using a bead comprising nucleic acid barcode molecules that are releasable or on a surface of the microwell comprising nucleic acid barcode molecules). The barcoded nucleic acid molecules or analytes may be further processed in the well, or the barcoded nucleic acid molecules or analytes may be collected from the individual partitions and subjected to further processing outside the partition. Further processing can include nucleic acid processing (e.g., performing an amplification, extension) or characterization (e.g., fluorescence monitoring of amplified molecules, sequencing). At any convenient or useful point, the well (or microwell array or plate) may be sealed (e.g., using an oil, membrane, wax, etc.), which enables storage of the assay or selective introduction of additional reagents.
Once sealed, the well may be subjected to conditions for further processing of a cell (or cells) in the well. For instance, reagents in the well may allow further processing of the cell, e.g., cell lysis, as further described herein. Alternatively, the well (or wells such as those of a well-based array) comprising the cell (or cells) may be subjected to freeze-thaw cycling to process the cell (or cells), e.g., cell lysis. The well containing the cell may be subjected to freezing temperatures (e.g., 0° C., below 0° C., −5° C., −10° C., −15° C., −20° C., −25° C., −30° C., −35° C., −40° C., −45° C., −50° C., −55° C., −60° C., −65° C., −70° C., −80° C., or −85° C.). Freezing may be performed in a suitable manner, e.g., sub-zero freezer or a dry ice/ethanol bath. Following an initial freezing, the well (or wells) comprising the cell (or cells) may be subjected to freeze thaw cycles to lyse the cell (or cells). In one embodiment, the initially frozen well (or wells) are thawed to a temperature above freezing (e.g., room temperature or 25° C.). In another embodiment, the freezing is performed for less than 10 minutes (e.g., 5 minutes or 7 minutes) followed by thawing at room temperature for less than 10 minutes (e.g., 5 minutes or 7 minutes). This freeze-thaw cycle may be repeated a number of times, e.g., 2, 3, or 4 times, to obtain lysis of the cell (or cells) in the well (or wells). In one embodiment, the freezing, thawing and/or freeze/thaw cycling is performed in the absence of a lysis buffer.
In 1120a, the bead comprises nucleic acid barcode molecules that are attached thereto, and sample nucleic acid molecules (e.g., RNA, DNA) may attach, e.g., via hybridization of ligation, to the nucleic acid barcode molecules. Such attachment may occur on the bead. In process 1130, the beads 1104 from multiple wells 1102 may be collected and pooled. Further processing may be performed in process 1140. For example, one or more nucleic acid reactions may be performed, such as reverse transcription, nucleic acid extension, amplification, ligation, transposition, etc. In some instances, adapter sequences are ligated to the nucleic acid molecules, or derivatives thereof, as described elsewhere herein. For instance, sequencing primer sequences may be appended to each end of the nucleic acid molecule. In process 1150, further characterization, such as sequencing may be performed to generate sequencing reads. The sequencing reads may yield information on individual cells or populations of cells, which may be represented visually or graphically, e.g., in a plot 1155.
In 1120b, the bead comprises nucleic acid barcode molecules that are releasably attached thereto, as described below. The bead may degrade or otherwise release the nucleic acid barcode molecules into the well 1102; the nucleic acid barcode molecules may then be used to barcode nucleic acid molecules within the well 1102. Further processing may be performed either inside the partition or outside the partition. For example, one or more nucleic acid reactions may be performed, such as reverse transcription, nucleic acid extension, amplification, ligation, transposition, etc. In some instances, adapter sequences are ligated to the nucleic acid molecules, or derivatives thereof, as described elsewhere herein. For instance, sequencing primer sequences may be appended to each end of the nucleic acid molecule. In process 1150, further characterization, such as sequencing may be performed to generate sequencing reads. The sequencing reads may yield information on individual cells or populations of cells, which may be represented visually or graphically, e.g., in a plot 1155.
Nucleic acid barcode molecules may be delivered to a partition (e.g., a droplet or well) via a solid support or carrier (e.g., a bead). In some cases, nucleic acid barcode molecules are initially associated with the solid support and then released from the solid support upon application of a stimulus, which allows the nucleic acid barcode molecules to dissociate or to be released from the solid support. In specific examples, nucleic acid barcode molecules are initially associated with the solid support (e.g., bead) and then released from the solid support upon application of a biological stimulus, a chemical stimulus, a thermal stimulus, an electrical stimulus, a magnetic stimulus, and/or a photo stimulus.
A nucleic acid barcode molecule may contain a barcode sequence and a functional sequence, such as a nucleic acid primer sequence or a template switch oligonucleotide (TSO) sequence.
The solid support may be a bead. A solid support, e.g., a bead, may be porous, non-porous, hollow (e.g., a microcapsule), solid, semi-solid, and/or a combination thereof. Beads may be solid, semi-solid, semi-fluidic, fluidic, and/or a combination thereof. In some instances, a solid support, e.g., a bead, may be at least partially dissolvable, disruptable, and/or degradable. In some cases, a solid support, e.g., a bead, may not be degradable. In some cases, the solid support, e.g., a 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 support, e.g., a bead, may be a liposomal bead. Solid supports, e.g., beads, may comprise metals including iron oxide, gold, and silver. In some cases, the solid support, e.g., the bead, may be a silica bead. In some cases, the solid support, e.g., a bead, can be rigid. In other cases, the solid support, e.g., a bead, may be flexible and/or compressible.
A partition may comprise one or more unique identifiers, such as barcodes. Barcodes may be previously, subsequently or concurrently delivered to the partitions that hold the compartmentalized or partitioned biological particle. For example, barcodes may be injected into droplets or deposited in microwells previous to, subsequent to, or concurrently with droplet generation or providing of reagents in the microwells, respectively. The delivery of the barcodes to a particular partition allows for the later attribution of the characteristics of the individual biological particle to the particular partition. Barcodes may be delivered, for example on a nucleic acid molecule (e.g., an oligonucleotide), to a partition via any suitable mechanism. Barcoded nucleic acid molecules can be delivered to a partition via a microcapsule. A microcapsule, in some instances, can comprise a bead. Beads are described in further detail below.
In some cases, barcoded nucleic acid molecules can be initially associated with the microcapsule and then released from the microcapsule. Release of the barcoded nucleic acid molecules can be passive (e.g., by diffusion out of the microcapsule). In addition or alternatively, release from the microcapsule can be upon application of a stimulus which allows the barcoded nucleic acid nucleic acid molecules to dissociate or to be released from the microcapsule. Such stimulus may disrupt the microcapsule, an interaction that couples the barcoded nucleic acid molecules to or within the microcapsule, or both. Such stimulus can include, for example, a thermal stimulus, photo-stimulus, chemical stimulus (e.g., change in pH or use of a reducing agent(s)), a mechanical stimulus, a radiation stimulus; a biological stimulus (e.g., enzyme), or any combination thereof. Methods and systems for partitioning barcode carrying beads into droplets are provided in US. Patent Publication Nos. 2019/0367997 and 2019/0064173, and International Application No. PCT/US20/17785, each of which is herein entirely incorporated by reference for all purposes.
As an alternative, the channel segments 201 and 202 may meet at another junction upstream of the junction 210. At such junction, beads and biological particles may form a mixture that is directed along another channel to the junction 210 to yield droplets 220. The mixture may provide the beads and biological particles in an alternating fashion, such that, for example, a droplet comprises a single bead and a single biological particle.
In some examples, beads, biological particles, and droplets may flow along channels (e.g., the channels of a microfluidic device), in some cases 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 biological particle. Such regular flow profiles may permit the droplets to have an occupancy (e.g., droplets having beads and biological particles) 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 218 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 220.
A discrete droplet that is generated may include an individual biological particle 216. A discrete droplet that is generated may include a barcode or other reagent carrying bead 214. A discrete droplet generated may include both an individual biological particle and a barcode carrying bead, such as droplets 220. In some instances, a discrete droplet may include more than one individual biological particle or no biological particle. 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 biological particles).
Beneficially, a discrete droplet partitioning a biological particle and a barcode carrying bead may effectively allow the attribution of the barcode to macromolecular constituents of the biological particle 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 200 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 bead may be porous, non-porous, solid, semi-solid, semi-fluidic, fluidic, and/or a combination thereof. In some instances, a bead may be dissolvable, disruptable, and/or degradable. In some cases, a bead may not be degradable. In some cases, 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 bead may be a silica bead. In some cases, the bead can be rigid. In other cases, the bead may be flexible and/or compressible.
A bead 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.
Beads may be of uniform size or heterogeneous size. In some cases, the diameter of a bead may be at least about 10 nanometers (nm), 100 nm, 500 nm, 1 micrometer (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 greater. In some cases, a bead may have a diameter of less than about 10 nm, 100 nm, 500 nm, 1 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 less. 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 can be provided as a population or plurality of beads having a relatively monodisperse size distribution. Maintaining relatively consistent bead characteristics, such as size, can contribute to providing relatively consistent amounts of reagents within partitions. 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%, less than 5%, or less.
A bead may comprise natural and/or synthetic materials. For example, a bead can comprise a natural polymer, a synthetic polymer or 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/or 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 instances, the bead may contain molecular precursors (e.g., monomers or polymers), which may form a polymer network via polymerization of the molecular 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 can comprise 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. In some cases, the bead may comprise covalent or ionic bonds between polymeric precursors (e.g., monomers, oligomers, linear polymers), nucleic acid molecules (e.g., oligonucleotides), primers, and other entities. In some cases, the covalent bonds can be carbon-carbon bonds, thioether bonds, or carbon-heteroatom bonds.
Cross-linking may be permanent or reversible, depending upon the particular cross-linker used. Reversible cross-linking 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 cases, disulfide linkages can be formed between molecular precursor units (e.g., monomers, oligomers, or linear polymers) or precursors incorporated into a bead and nucleic acid molecules (e.g., 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 cases, 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 cases, a bead may comprise an acrydite moiety, which in certain aspects may be used to attach one or more nucleic acid molecules (e.g., barcode sequence, barcoded nucleic acid molecule, 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 a nucleic acid molecule (e.g., barcode sequence, barcoded nucleic acid molecule, 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 can be 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 can comprise a reactive hydroxyl group that may be used for attachment.
Functionalization of beads for attachment of nucleic acid molecules (e.g., 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 a nucleic acid molecule (e.g., oligonucleotide) that comprises one or more functional sequences, such as a TSO sequence or a primer sequence (e.g., a poly T sequence, or a nucleic acid primer sequence complementary to a target nucleic acid sequence and/or for amplifying a target nucleic acid sequence, a random primer, or a primer sequence for messenger RNA) that is useful for incorporation into the bead, etc.) and/or one or more barcode sequences. The one or more barcode sequences may include sequences that are the same for all nucleic acid molecules coupled to a given bead and/or sequences that are different across all nucleic acid molecules coupled to the given bead. The nucleic acid molecule may be incorporated into the bead.
In some cases, the nucleic acid molecule can comprise a functional sequence, for example, for attachment to a sequencing flow cell, such as, for example, a P5 sequence (or a portion thereof) for Illumina® sequencing. In some cases, the nucleic acid molecule or derivative thereof (e.g., oligonucleotide or polynucleotide generated from the nucleic acid molecule) can comprise another functional sequence, such as, for example, a P7 sequence (or a portion thereof) for attachment to a sequencing flow cell for Illumina sequencing. In some cases, the nucleic acid molecule can comprise a barcode sequence. In some cases, the nucleic acid molecule can further comprise a unique molecular identifier (UMI). In some cases, the nucleic acid molecule can comprise an R1 primer sequence for Illumina sequencing. In some cases, the nucleic acid molecule can comprise an R2 primer sequence for Illumina sequencing. Examples of such nucleic acid molecules (e.g., oligonucleotides, polynucleotides, etc.) and uses thereof, as may be used with compositions, devices, methods and systems of the present disclosure, are provided in U.S. Patent Pub. Nos. 2014/0378345 and 2015/0376609, each of which is entirely incorporated herein by reference.
In some cases, the nucleic acid molecule can comprise one or more functional sequences. For example, a functional sequence can comprise a sequence for attachment to a sequencing flow cell, such as, for example, a P5 sequence for Illumina® sequencing. In some cases, the nucleic acid molecule or derivative thereof (e.g., oligonucleotide or polynucleotide generated from the nucleic acid molecule) can comprise another functional sequence, such as, for example, a P7 sequence for attachment to a sequencing flow cell for Illumina sequencing. In some cases, the functional sequence can comprise a barcode sequence or multiple barcode sequences. In some cases, the functional sequence can comprise a unique molecular identifier (UMI). In some cases, the functional sequence can comprise a primer sequence (e.g., an R1 primer sequence for Illumina sequencing, an R2 primer sequence for Illumina sequencing, etc.). In some cases, a functional sequence can comprise a partial sequence, such as a partial barcode sequence, partial anchoring sequence, partial sequencing primer sequence (e.g., partial R1 sequence, partial R2 sequence, etc.), a partial sequence configured to attach to the flow cell of a sequencer (e.g., partial P5 sequence, partial P7 sequence, etc.), or a partial sequence of any other type of sequence described elsewhere herein. A partial sequence may contain a contiguous or continuous portion or segment, but not all, of a full sequence, for example. In some cases, a downstream procedure may extend the partial sequence, or derivative thereof, to achieve a full sequence of the partial sequence, or derivative thereof.
Examples of such nucleic acid molecules (e.g., oligonucleotides, polynucleotides, etc.) and uses thereof, as may be used with compositions, devices, methods and systems of the present disclosure, are provided in U.S. Patent Pub. Nos. 2014/0378345 and 2015/0376609, each of which is entirely incorporated herein by reference.
The nucleic acid molecule 802 may comprise a unique molecular identifying sequence 816 (e.g., unique molecular identifier (UMI)). In some cases, the unique molecular identifying sequence 816 may comprise from about 5 to about 8 nucleotides. Alternatively, the unique molecular identifying sequence 816 may compress less than about 5 or more than about 8 nucleotides. The unique molecular identifying sequence 816 may be a unique sequence that varies across individual nucleic acid molecules (e.g., 802, 818, 820, etc.) coupled to a single bead (e.g., bead 804). In some cases, the unique molecular identifying sequence 816 may be a random sequence (e.g., such as a random N-mer sequence). For example, the UMI may provide a unique identifier of the starting mRNA molecule that was captured, in order to allow quantitation of the number of original expressed RNA. As will be appreciated, although
In operation, a biological particle (e.g., cell, DNA, RNA, etc.) can be co-partitioned along with a barcode bearing bead 804. The nucleic acid barcode molecules 802, 818, 820 can be released from the bead 804 in the partition. By way of example, in the context of analyzing sample RNA, the poly-T segment (e.g., 812) of one of the released nucleic acid molecules (e.g., 802) can hybridize to the poly-A tail of a mRNA molecule. Reverse transcription may result in a cDNA transcript of the mRNA, but which transcript includes each of the sequence segments 808, 810, 816 of the nucleic acid molecule 802. Because the nucleic acid molecule 802 comprises an anchoring sequence 814, it will more likely hybridize to and prime reverse transcription at the sequence end of the poly-A tail of the mRNA. Within any given partition, all of the cDNA transcripts of the individual mRNA molecules may include a common barcode sequence segment 810. However, the transcripts made from the different mRNA molecules within a given partition may vary at the unique molecular identifying sequence 812 segment (e.g., UMI segment). Beneficially, even following any subsequent amplification of the contents of a given partition, the number of different UMIs can be indicative of the quantity of mRNA originating from a given partition, and thus from the biological particle (e.g., cell). As noted above, the transcripts can be amplified, cleaned up and sequenced to identify the sequence of the cDNA transcript of the mRNA, as well as to sequence the barcode segment and the UMI segment. While a poly-T primer sequence is described, other targeted or random priming sequences may also be used in priming the reverse transcription reaction. Likewise, although described as releasing the barcoded oligonucleotides into the partition, in some cases, the nucleic acid molecules bound to the bead (e.g., gel bead) may be used to hybridize and capture the mRNA on the solid phase of the bead, for example, in order to facilitate the separation of the RNA from other cell contents. In such cases, further processing may be performed, in the partitions or outside the partitions (e.g., in bulk). For instance, the RNA molecules on the beads may be subjected to reverse transcription or other nucleic acid processing, additional adapter sequences may be added to the barcoded nucleic acid molecules, or other nucleic acid reactions (e.g., amplification, nucleic acid extension) may be performed. The beads or products thereof (e.g., barcoded nucleic acid molecules) may be collected from the partitions, and/or pooled together and subsequently subjected to clean up and further characterization (e.g., sequencing).
The operations described herein may be performed at any useful or convenient point. For instance, the beads comprising nucleic acid barcode molecules may be introduced into a partition (e.g., well or droplet) prior to, during, or following introduction of a sample into the partition. The nucleic acid molecules of a sample may be subjected to barcoding, which may occur on the bead (in cases where the nucleic acid molecules remain coupled to the bead) or following release of the nucleic acid barcode molecules into the partition. In cases where the nucleic acid molecules from the sample remain attached to the bead, the beads from various partitions may be collected, pooled, and subjected to further processing (e.g., reverse transcription, adapter attachment, amplification, clean up, sequencing). In other instances, the processing may occur in the partition. For example, conditions sufficient for barcoding, adapter attachment, reverse transcription, or other nucleic acid processing operations may be provided in the partition and performed prior to clean up and sequencing.
In some instances, a bead may comprise a capture sequence or binding sequence configured to bind to a corresponding capture sequence or binding sequence. In some instances, a bead may comprise a plurality of different capture sequences or binding sequences configured to bind to different respective corresponding capture sequences or binding sequences. For example, a bead may comprise a first subset of one or more capture sequences each configured to bind to a first corresponding capture sequence, a second subset of one or more capture sequences each configured to bind to a second corresponding capture sequence, a third subset of one or more capture sequences each configured to bind to a third corresponding capture sequence, and etc. A bead may comprise any number of different capture sequences. In some instances, a bead may comprise at least 2, 3, 4, 5, 6, 7, 8, 9, 10 or more different capture sequences or binding sequences configured to bind to different respective capture sequences or binding sequences, respectively. Alternatively or in addition, a bead may comprise at most about 10, 9, 8, 7, 6, 5, 4, 3, or 2 different capture sequences or binding sequences configured to bind to different respective capture sequences or binding sequences. In some instances, the different capture sequences or binding sequences may be configured to facilitate analysis of a same type of analyte. In some instances, the different capture sequences or binding sequences may be configured to facilitate analysis of different types of analytes (with the same bead). The capture sequence may be designed to attach to a corresponding capture sequence. Beneficially, such corresponding capture sequence may be introduced to, or otherwise induced in, a biological particle (e.g., cell, cell bead, etc.) for performing different assays in various formats (e.g., barcoded antibodies comprising the corresponding capture sequence, barcoded MHC dextramers comprising the corresponding capture sequence, barcoded guide RNA molecules comprising the corresponding capture sequence, etc.), such that the corresponding capture sequence may later interact with the capture sequence associated with the bead. In some instances, a capture sequence coupled to a bead (or other support) may be configured to attach to a linker molecule, such as a splint molecule, wherein the linker molecule is configured to couple the bead (or other support) to other molecules through the linker molecule, such as to one or more analytes or one or more other linker molecules.
In operation, the barcoded oligonucleotides may be released (e.g., in a partition), as described elsewhere herein. Alternatively, the nucleic acid molecules bound to the bead (e.g., gel bead) may be used to hybridize and capture analytes (e.g., one or more types of analytes) on the solid phase of the bead.
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 only 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 or equal to about 1:100,000,000,000, less than or equal to about 1:10,000,000,000, less than or equal to about 1:1,000,000,000, less than or equal to about 1:100,000,000, less than or equal to about 1:10,000,000, less than or equal to about 1:1,000,000, less than or equal to about 1:100,000, less than or equal to about 1:10,000) 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 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.
A bead injected or otherwise introduced into a partition may comprise releasably, cleavably, or reversibly attached barcodes. A bead injected or otherwise introduced into a partition may comprise activatable barcodes. A bead injected or otherwise introduced into a partition may be degradable, disruptable, or dissolvable beads.
Barcodes can be releasably, cleavably or reversibly attached to the beads such that barcodes can be released or be releasable through cleavage of a linkage between the barcode molecule and the bead, or released through degradation of the underlying bead itself, allowing the barcodes to be accessed or be accessible by other reagents, or both. In non-limiting examples, cleavage may be achieved through reduction of di-sulfide bonds, use of restriction enzymes, photo-activated cleavage, or cleavage via other types of stimuli (e.g., chemical, thermal, pH, enzymatic, etc.) and/or reactions, such as described elsewhere herein. Releasable barcodes 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, or as an alternative to the cleavable linkages between the beads and the associated molecules, such as barcode containing nucleic acid molecules (e.g., barcoded oligonucleotides), 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 can be 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 nucleic acid molecule, e.g., barcoded oligonucleotide) may result in release of the species from the bead.
As will be appreciated from the above disclosure, the degradation of a bead 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, the degradation of the bead may involve cleavage of a cleavable linkage via one or more species and/or methods described elsewhere herein. In another 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.
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, nucleic acid molecules) 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 can break 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.
Any suitable number of molecular tag molecules (e.g., primer, barcoded oligonucleotide) can be associated with a bead such that, upon release from the bead, the molecular tag 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 can be limited by the process of producing nucleic acid molecule (e.g., oligonucleotide) bearing beads.
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, subjecting the beads to a higher or lower ion concentration, and/or subjecting the beads to an electric field. The swelling of the beads may be accomplished by various swelling methods. The de-swelling of the beads may be accomplished, for instance, by transferring the beads in a thermodynamically unfavorable solvent, subjecting the beads to lower or high temperatures, subjecting the beads to a lower or higher ion concentration, and/or removing an electric field. The de-swelling of the beads may be accomplished by various de-swelling methods. Transferring the beads may cause pores in the bead to shrink. The 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 a precursor, another species linked to a precursor, or a precursor itself can comprise a labile bond, such as chemically, thermally, or photo-sensitive bond e.g., disulfide bond, UV sensitive bond, 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, enzymatic, 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. As will be appreciated, 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.
In some cases, species (e.g., oligonucleotide molecules comprising barcodes) that are attached to a solid support (e.g., a bead) may comprise a U-excising element that allows the species to release from the bead. In some cases, the U-excising element may comprise a single-stranded DNA (ssDNA) sequence that contains at least one uracil. The species may be attached to a solid support via the ssDNA sequence containing the at least one uracil. The species may be released by a combination of uracil-DNA glycosylase (e.g., to remove the uracil) and an endonuclease (e.g., to induce an ssDNA break). If the endonuclease generates a 5′ phosphate group from the cleavage, then additional enzyme treatment may be included in downstream processing to eliminate the phosphate group, e.g., prior to ligation of additional sequencing handle elements, e.g., Illumina full P5 sequence, partial P5 sequence, full R1 sequence, and/or partial R1 sequence.
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)). A bond may be cleavable via other nucleic acid molecule targeting enzymes, such as restriction enzymes (e.g., restriction endonucleases), as described further below.
Species may be encapsulated in beads during bead generation (e.g., during polymerization of precursors). Such species may or may not participate in polymerization. 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, nucleic acid molecules (e.g., oligonucleotides), reagents for a nucleic acid amplification reaction (e.g., primers, polymerases, dNTPs, co-factors (e.g., ionic co-factors), buffers) including those described herein, reagents for enzymatic reactions (e.g., enzymes, co-factors, substrates, buffers), reagents for nucleic acid modification reactions such as polymerization, ligation, or digestion, and/or reagents for template preparation (e.g., tagmentation) for one or more sequencing platforms (e.g., Nextera® for Illumina®). Such species may include one or more enzymes described herein, including without limitation, polymerase, reverse transcriptase, restriction enzymes (e.g., endonuclease), transposase, ligase, proteinase K, DNAse, etc. Such species may include one or more reagents described elsewhere herein (e.g., lysis agents, inhibitors, inactivating agents, chelating agents, stimulus). 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. Alternatively or in addition, species may be partitioned in a partition (e.g., droplet) during or subsequent to partition formation. Such species may include, without limitation, the abovementioned species that may also be encapsulated in a 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., a nucleic acid molecule, 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.
As will be appreciated from the above disclosure, 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 be beneficial to avoid exposing such beads to the stimulus or stimuli that cause such degradation prior to a given time, in order to, for example, 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, contacting such beads with reducing agents, e.g., DTT or other disulfide cleaving reagents can be avoided. 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, reducing agent free (or DTT free) enzyme preparations can be used 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 about 1/10th, less than about 1/50th, or even less than about 1/100th of the lower ranges for such materials used in degrading the beads. For example, for DTT, the reducing agent free preparation can have less than about 0.01 millimolar (mM), 0.005 mM, 0.001 mM DTT, 0.0005 mM DTT, or even less than about 0.0001 mM DTT. In many cases, the amount of DTT can be undetectable.
Numerous chemical triggers may be used to trigger the degradation of beads. Examples of these chemical changes may comprise 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 β-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. In some cases, any combination of stimuli may trigger degradation of a bead. For example, a change in pH may enable a chemical agent (e.g., DTT) to become an effective reducing agent.
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.
Any suitable agent may 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, 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 concentration of at most about 10 mM, 5 mM, 1 mM, 0.5 mM, 0.1 mM, or less.
Any suitable number of molecular tag molecules (e.g., primer, barcoded oligonucleotide) can be associated with a bead such that, upon release from the bead, the molecular tag 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 can be limited by the process of producing oligonucleotide bearing beads.
In some examples, a partition of the plurality of partitions may comprise a single biological particle (e.g., a single cell or a single nucleus of a cell). In some examples, a partition of the plurality of partitions may comprise multiple biological particles. Such partitions may be referred to as multiply occupied partitions, and may comprise, for example two, three, four or more cells and/or microcapsules (e.g., beads) comprising barcoded nucleic acid molecules (e.g., oligonucleotides) within a single partition. Accordingly, as noted above, the flow characteristics of the biological particle 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 given occupancy rate at greater than about 50% of the partitions, greater than about 75%, and in some cases greater than about 80%, 90%, 95%, or higher.
In some cases, additional microcapsules can be 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 (e.g., containing different associated reagents) through different channel inlets into such common channel or droplet generation junction (e.g., junction 210). In such cases, the flow and frequency of the different beads into the channel or junction may be controlled to provide for a certain ratio of microcapsules from each source, while ensuring a given pairing or combination of such beads into a partition with a given number of biological particles (e.g., one biological particle and one bead per partition).
The partitions described herein may comprise small volumes, for example, less than about 10 microliters (μL), 5 μL, 1 μL, 900 picoliters (pL), 800 pL, 700 pL, 600 pL, 500 pL, 400 pL, 300 pL, 200 pL, 100 pL, 50 pL, 20 pL, 10 pL, 1 pL, 500 nanoliters (nL), 100 nL, 50 nL, or less.
For example, in the case of droplet based partitions, the droplets may have overall volumes that are less than about 1000 pL, 900 pL, 800 pL, 700 pL, 600 pL, 500 pL, 400 pL, 300 pL, 200 pL, 100 pL, 50 pL, 20 pL, 10 pL, 1 pL, or less. Where co-partitioned with microcapsules, it will be appreciated that the sample fluid volume, e.g., including co-partitioned biological particles and/or beads, within the partitions may be less than about 90% of the above described volumes, less than about 80%, less than about 70%, less than about 60%, less than about 50%, less than about 40%, less than about 30%, less than about 20%, or less than about 10% of 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 or otherwise provided. For example, 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, at least about 1,000,000,000 partitions, or more partitions can be generated or otherwise provided. Moreover, the plurality of partitions may comprise both unoccupied partitions (e.g., empty partitions) and occupied partitions.
A sample may derive from any useful source including any subject, such as a human subject. A sample may comprise material (e.g., one or more biological particles) from one or more different sources, such as one or more different subjects. Multiple samples, such as multiple samples from a single subject (e.g., multiple samples obtained in the same or different manners from the same or different bodily locations, and/or obtained at the same or different times (e.g., seconds, minutes, hours, days, weeks, months, or years apparat)), or multiple samples from different subjects, may be obtained for analysis as described herein. For example, a first sample may be obtained from a subject at a first time and a second sample may be obtained from the subject at a second time later than the first time. The first time may be before a subject undergoes a treatment regimen or procedure (e.g., to address a disease or condition), and the second time may be during or after the subject undergoes the treatment regimen or procedure. In another example, a first sample may be obtained from a first bodily location or system of a subject (e.g., using a first collection technique) and a second sample may be obtained from a second bodily location or system of the subject (e.g., using a second collection technique), which second bodily location or system may be different than the first bodily location or system. In another example, multiple samples may be obtained from a subject at a same time from the same or different bodily locations. Different samples, such as different subjects collected from different bodily locations of a same subject, at different times, from multiple different subjects, and/or using different collection techniques, may undergo the same or different processing (e.g., as described herein). For example, a first sample may undergo a first processing protocol and a second sample may undergo a second processing protocol.
A sample may be a biological sample, such as a cell sample (e.g., as described herein). A sample may include one or more biological particles, such as one or more cells and/or cellular constituents, such as one or more cell nuclei. For example, a sample may comprise a plurality of biological particles, such as a plurality of cells and/or cellular constituents. Biological particles (e.g., cells or cellular constituents, such as cell nuclei) of a sample may be of a single type or a plurality of different types. For example, cells of a sample may include one or more different types or blood cells.
Cells and cellular constituents of a sample may be of any type. For example, a cell or cellular constituent may be a mammalian, fungal, plant, bacterial, or other cell type. In some cases, the cell is a mammalian cell, such as a human cell. The cell may be, for example, a stem cell, liver cell, nerve cell, bone cell, blood cell, reproductive cell, skin cell, skeletal muscle cell, cardiac muscle cell, smooth muscle cell, hair cell, hormone-secreting cell, or glandular cell. The cell may be, for example, an erythrocyte (e.g., red blood cell), a megakaryocyte (e.g., platelet precursor), a monocyte (e.g., white blood cell), a leukocyte, a B cell, a T cell (such as a helper, suppressor, cytotoxic, or natural killer T cell), an osteoclast, a dendritic cell, a connective tissue macrophage, an epidermal Langerhans cell, a microglial cell, a granulocyte, a hybridoma cell, a mast cell, a natural killer cell, a reticulocyte, a hematopoietic stem cell, a myoepithelial cell, a myeloid-derived suppressor cell, a platelet, a thymocyte, a satellite cell, an epithelial cell, an endothelial cell, an epididymal cell, a kidney cell, a liver cell, an adipocyte, a lipocyte, or a neuron cell. In some cases, the cell may be associated with a cancer, tumor, or neoplasm. In some cases, the cell may be associated with a fetus. In some cases, the cell may be a Jurkat cell.
A biological sample may include a plurality of cells having different dimensions and features. In some cases, processing of the biological sample, such as cell separation and sorting (e.g., as described herein), may affect the distribution of dimensions and cellular features included in the sample by depleting cells having certain features and dimensions and/or isolating cells having certain features and dimensions.
A sample may undergo one or more processes in preparation for analysis (e.g., as described herein), including, but not limited to, filtration, selective precipitation, purification, centrifugation, permeabilization, isolation, agitation, heating, and/or other processes. For example, a sample may be filtered to remove a contaminant or other materials. In an example, a filtration process may comprise the use of microfluidics (e.g., to separate biological particles of different sizes, types, charges, or other features).
In an example, a sample comprising one or more cells may be processed to separate the one or more cells from other materials in the sample (e.g., using centrifugation and/or another process). In some cases, cells and/or cellular constituents of a sample may be processed to separate and/or sort groups of cells and/or cellular constituents, such as to separate and/or sort cells and/or cellular constituents of different types. Examples of cell separation include, but are not limited to, separation of white blood cells or immune cells from other blood cells and components, separation of circulating tumor cells from blood, and separation of bacteria from bodily cells and/or environmental materials. A separation process may comprise a positive selection process (e.g., targeting of a cell type of interest for retention for subsequent downstream analysis, such as by use of a monoclonal antibody that targets a surface marker of the cell type of interest), a negative selection process (e.g., removal of one or more cell types and retention of one or more other cell types of interest), and/or a depletion process (e.g., removal of a single cell type from a sample, such as removal of red blood cells from peripheral blood mononuclear cells). Separation of one or more different types of cells may comprise, for example, centrifugation, filtration, microfluidic-based sorting, flow cytometry, fluorescence-activated cell sorting (FACS), magnetic-activated cell sorting (MACS), buoyancy-activated cell sorting (BACS), or any other useful method. For example, a flow cytometry method may be used to detect cells and/or cellular constituents based on a parameter such as a size, morphology, or protein expression. Flow cytometry-based cell sorting may comprise injecting a sample into a sheath fluid that conveys the cells and/or cellular constituents of the sample into a measurement region one at a time. In the measurement region, a light source such as a laser may interrogate the cells and/or cellular constituents and scattered light and/or fluorescence may be detected and converted into digital signals. A nozzle system (e.g., a vibrating nozzle system) may be used to generate droplets (e.g., aqueous droplets) comprising individual cells and/or cellular constituents. Droplets including cells and/or cellular constituents of interest (e.g., as determined via optical detection) may be labeled with an electric charge (e.g., using an electrical charging ring), which charge may be used to separate such droplets from droplets including other cells and/or cellular constituents. For example, FACS may comprise labeling cells and/or cellular constituents with fluorescent markers (e.g., using internal and/or external biomarkers). Cells and/or cellular constituents may then be measured and identified one by one and sorted based on the emitted fluorescence of the marker or absence thereof. MACS may use micro- or nano-scale magnetic particles to bind to cells and/or cellular constituents (e.g., via an antibody interaction with cell surface markers) to facilitate magnetic isolation of cells and/or cellular constituents of interest from other components of a sample (e.g., using a column-based analysis). BACS may use microbubbles (e.g., glass microbubbles) labeled with antibodies to target cells of interest. Cells and/or cellular components coupled to microbubbles may float to a surface of a solution, thereby separating target cells and/or cellular components from other components of a sample. Cell separation techniques may be used to enrich for populations of cells of interest (e.g., prior to partitioning, as described herein). For example, a sample comprising a plurality of cells including a plurality of cells of a given type may be subjected to a positive separation process. The plurality of cells of the given type may be labeled with a fluorescent marker (e.g., based on an expressed cell surface marker or another marker) and subjected to a FACS process to separate these cells from other cells of the plurality of cells. The selected cells may then be subjected to subsequent partition-based analysis (e.g., as described herein) or other downstream analysis. The fluorescent marker may be removed prior to such analysis or may be retained. The fluorescent marker may comprise an identifying feature, such as a nucleic acid barcode sequence and/or unique molecular identifier.
In another example, a first sample comprising a first plurality of cells including a first plurality of cells of a given type (e.g., immune cells expressing a particular marker or combination of markers) and a second sample comprising a second plurality of cells including a second plurality of cells of the given type may be subjected to a positive separation process. The first and second samples may be collected from the same or different subjects, at the same or different types, from the same or different bodily locations or systems, using the same or different collection techniques. For example, the first sample may be from a first subject and the second sample may be from a second subject different than the first subject. The first plurality of cells of the first sample may be provided a first plurality of fluorescent markers configured to label the first plurality of cells of the given type. The second plurality of cells of the second sample may be provided a second plurality of fluorescent markers configured to label the second plurality of cells of the given type. The first plurality of fluorescent markers may include a first identifying feature, such as a first barcode, while the second plurality of fluorescent markers may include a second identifying feature, such as a second barcode, that is different than the first identifying feature. The first plurality of fluorescent markers and the second plurality of fluorescent markers may fluoresce at the same intensities and over the same range of wavelengths upon excitation with a same excitation source (e.g., light source, such as a laser). The first and second samples may then be combined and subjected to a FACS process to separate cells of the given type from other cells based on the first plurality of fluorescent markers labeling the first plurality of cells of the given type and the second plurality of fluorescent markers labeling the second plurality of cells of the given type. Alternatively, the first and second samples may undergo separate FACS processes and the positively selected cells of the given type from the first sample and the positively selected cells of the given type from the second sample may then be combined for subsequent analysis. The encoded identifying features of the different fluorescent markers may be used to identify cells originating from the first sample and cells originating from the second sample. For example, the first and second identifying features may be configured to interact (e.g., in partitions, as described herein) with nucleic acid barcode molecules (e.g., as described herein) to generate barcoded nucleic acid products detectable using, e.g., nucleic acid sequencing.
The present disclosure provides methods and systems for multiplexing, and otherwise increasing throughput in, analysis. For example, a single or integrated process workflow may permit the processing, identification, and/or analysis of more or multiple analytes, more or multiple types of analytes, and/or more or multiple types of analyte characterizations. For example, in the methods and systems described herein, one or more labelling agents capable of binding to or otherwise coupling to one or more cell features may be used to characterize biological particles and/or cell features. In some instances, cell features include cell surface features. Cell surface features may include, but are not limited to, a receptor, an antigen, a surface protein, a transmembrane protein, a cluster of differentiation protein, a protein channel, a protein pump, a carrier protein, a phospholipid, a glycoprotein, a glycolipid, a cell-cell interaction protein complex, an antigen-presenting complex, a major histocompatibility complex, an engineered T-cell receptor, a T-cell receptor, a B-cell receptor, a chimeric antigen receptor, a gap junction, an adherens junction, or any combination thereof. In some instances, cell features may include intracellular analytes, such as proteins, protein modifications (e.g., phosphorylation status or other post-translational modifications), nuclear proteins, nuclear membrane proteins, or any combination thereof. A labelling agent may include, but is not limited to, a protein, a peptide, an antibody (or an epitope binding fragment thereof), a lipophilic moiety (such as cholesterol), a cell surface receptor binding molecule, a receptor ligand, a small molecule, a bi-specific antibody, a bi-specific T-cell engager, a T-cell receptor engager, a B-cell receptor engager, a pro-body, an aptamer, a monobody, an affimer, a darpin, and a protein scaffold, or any combination thereof. The labelling agents can include (e.g., are attached to) a reporter oligonucleotide that is indicative of the cell surface feature to which the binding group binds. For example, the reporter oligonucleotide may comprise a barcode sequence that permits identification of the labelling agent. For example, a labelling agent that is specific to one type of cell feature (e.g., a first cell surface feature) may have a first reporter oligonucleotide coupled thereto, while a labelling agent that is specific to a different cell feature (e.g., a second cell surface feature) may have a different reporter oligonucleotide coupled thereto. For a description of example labelling agents, reporter oligonucleotides, and methods of use, see, e.g., U.S. Pat. No. 10,550,429; U.S. Pat. Pub. 20190177800; and U.S. Pat. Pub. 20190367969, each of which is herein entirely incorporated by reference for all purposes.
In a particular example, a library of potential cell feature labelling agents may be provided, where the respective cell feature labelling agents are associated with nucleic acid reporter molecules, such that a different reporter oligonucleotide sequence is associated with each labelling agent capable of binding to a specific cell feature. In some aspects, different members of the library may be characterized by the presence of a different oligonucleotide sequence label. For example, an antibody capable of binding to a first protein may have associated with it a first reporter oligonucleotide sequence, while an antibody capable of binding to a second protein may have a different reporter oligonucleotide sequence associated with it. The presence of the particular oligonucleotide sequence may be indicative of the presence of a particular antibody or cell feature which may be recognized or bound by the particular antibody.
Labelling agents capable of binding to or otherwise coupling to one or more biological particles may be used to characterize a biological particle as belonging to a particular set of biological particles. For example, labeling agents may be used to label a sample of cells or a group of cells. In this way, a group of cells may be labeled as different from another group of cells. In an example, a first group of cells may originate from a first sample and a second group of cells may originate from a second sample. Labelling agents may allow the first group and second group to have a different labeling agent (or reporter oligonucleotide associated with the labeling agent). This may, for example, facilitate multiplexing, where cells of the first group and cells of the second group may be labeled separately and then pooled together for downstream analysis. The downstream detection of a label may indicate analytes as belonging to a particular group.
For example, a reporter oligonucleotide may be linked to an antibody or an epitope binding fragment thereof, and labeling a biological particle may comprise subjecting the antibody-linked barcode molecule or the epitope binding fragment-linked barcode molecule to conditions suitable for binding the antibody to a molecule present on a surface of the biological particle. The binding affinity between the antibody or the epitope binding fragment thereof and the molecule present on the surface may be within a suitable range to ensure that the antibody or the epitope binding fragment thereof remains bound to the molecule. For example, the binding affinity may be within a suitable range to ensure that the antibody or the epitope binding fragment thereof remains bound to the molecule during various sample processing operations, such as partitioning and/or nucleic acid amplification or extension. A dissociation constant (fid) between the antibody or an epitope binding fragment thereof and the molecule to which it binds may be less than about 100 μM, 90 μM, 80 μM, 70 μM, 60 μM, 50 μM, 40 UM, 30 μM, 20 μM, 10 μM, 9 μM, 8 μM, 7 μM, 6 μM, 5 μM, 4 μM, 3 μM, 2 μM, 1 μM, 900 nM, 800 nM, 700 nM, 600 nM, 500 nM, 400 nM, 300 nM, 200 nM, 100 nM, 90 nM, 80 nM, 70 nM, 60 nM, 50 nM, 40 nM, 30 nM, 20 nM, 10 nM, 9 nM, 8 nM, 7 nM, 6 nM, 5 nM, 4 nM, 3 nM, 2 nM, 1 nM, 900 pM, 800 pM, 700 pM, 600 pM, 500 pM, 400 pM, 300 pM, 200 pM, 100 pM, 90 pM, 80 pM, 70 pM, 60 pM, 50 psi, 40 pM, 30 pM, 20 pM, 10 pM, 9 pM, 8 pM, 7 pM, 6 pM, 5 pM, 4 pM, 3 pM, 2 pM, or 1 pM. For example, the dissociation constant may be less than about 1.0 μM.
In another example, a reporter oligonucleotide may be coupled to a cell-penetrating peptide (CPP), and labeling, cells may comprise delivering, the CPP coupled reporter oligonucleotide into a biological particle. Labeling biological particles may comprise delivering the CPI′ conjugated oligonucleotide into a cell and/or cell bead by the cell-penetrating peptide. A cell-penetrating peptide that can be used in the methods provided herein can comprise at least one non-functional cysteine residue, which may be either free or derivatized to form a disulfide link with an oligonucleotide that has been modified for such linkage. Non-limiting examples of cell-penetrating peptides that can be used in embodiments herein include penetratin, transportan, plsl, TAT(48-60), pVEC, MIS, and MAP. Cell-penetrating peptides useful in the methods provided herein can have the capability of inducing cell penetration for at least about 30%, 40%, 50%, 60%, 70%, 80%, 90%, 95%, 96%, 97%, 98%, 99%, or 100% of cells of a cell population. The cell-penetrating peptide may be an arginine-rich peptide transporter. The cell-penetrating peptide may be Penetratin or the Tat peptide.
In another example, a reporter oligonucleotide may be coupled to a fluorophore or dye, and labeling cells may comprise subjecting the fluorophore-linked barcode molecule to conditions suitable for binding the fluorophore to the surface of the biological particle. In some instances, fluorophores can interact strongly with lipid bilayers and labeling biological particles may comprise subjecting the fluorophore-linked barcode molecule to conditions such that the fluorophore binds to or is inserted into a membrane of the biological particle. In some cases, the fluorophore is a water-soluble, organic fluorophore. In some instances, the fluorophore is Alexa 532 maleimide, tetramethylrhodamine-5-maleimide (TMR maleimide), BODIPY-TMR maleimide, Sulfo-Cy3 maleimide, Alexa 546 carboxylic acid/succinimidyl ester. Atto 550 maleimide, Cy3 carboxylic acid/succinimidyl ester. Cy3B carboxylic acid/succinimidyl ester, Atto 565 biotin, Suiforhodamine B, Alexa 594 maleimide, Texas Red maleimide, Alexa 633 maleimide, Abberior STAR 635P azide, Atto 647N maleimide, Atto 647 SE, or Sulfo-Cy5 maleimide. See, e.g., Hughes L D, et al. PLoS One. 2014 Feb. 9(2):e87649, which is hereby incorporated by reference in its entirety for all purposes, for a description of organic fluorophores.
A reporter oligonucleotide may be coupled to a lipophilic molecule, and labeling biological particles max comprise delivering the nucleic acid barcode molecule to a membrane of the biological particle or a nuclear membrane by the lipophilic molecule. Lipophilic molecules can associate with and/or insert into lipid membranes such as cell membranes and nuclear membranes. In some cases, the insertion can be reversible. In some cases, the association between the lipophilic molecule and biological particle may be such that the biological particle retains the lipophilic molecule (e.g., and associated, components, such as nucleic acid barcode molecules, thereof) during subsequent processing (e.g., partitioning, cell permeabilization, amplification, pooling, etc.).
A reporter oligonucleotide may be part of a nucleic acid molecule comprising any number of functional sequences, as described elsewhere herein, such as a target capture sequence, a random primer sequence, and the like, and coupled to another nucleic acid molecule that is, or is derived from, the analyte.
Prior to partitioning, the cells may be incubated with the library of labelling agents, that may be labelling agents to a broad panel of different cell features, e.g., receptors, proteins, etc., and which include their associated reporter oligonucleotides. Unbound labelling agents may be washed from the cells, and the cells may then be co-partitioned (e.g., into droplets or wells) along with partition-specific barcode oligonucleotides (e.g., attached to a support, such as a bead or gel bead) as described elsewhere herein. As a result, the partitions may include the cell or cells, as well as the bound labelling agents and their known, associated reporter oligonucleotides.
In other instances, e.g., to facilitate sample multiplexing, a labelling agent that is specific to a particular cell feature may have a first plurality of the labelling agent (e.g., an antibody or lipophilic moiety) coupled to a first reporter oligonucleotide and a second plurality of the labelling agent coupled to a second reporter oligonucleotide. For example, the first plurality of the labeling agent and second plurality of the labeling agent may interact with different cells, cell populations or samples, allowing a particular report oligonucleotide to indicate a particular cell population (or cell or sample) and cell feature. In this way, different samples or groups can be independently processed and subsequently combined together for pooled analysis (e.g., partition-based barcoding as described elsewhere herein). See, e.g., U.S. Pat. Pub. 20190323088, which is hereby entirely incorporated by reference for all purposes.
As described elsewhere herein, libraries of labelling agents may be associated with a particular cell feature as well as be used to identify analytes as originating from a particular biological particle, population, or sample. The biological particles may be incubated with a plurality of libraries and a given biological particle may comprise multiple labelling agents. For example, a cell may comprise coupled thereto a lipophilic labeling agent and an antibody. The lipophilic labeling agent may indicate that the cell is a member of a particular cell sample, whereas the antibody may indicate that the cell comprises a particular analyte. In this manner, the reporter oligonucleotides and labelling agents may allow multi-analyte, multiplexed analyses to be performed.
In some instances, these reporter oligonucleotides may comprise nucleic acid barcode sequences that permit identification of the labelling agent which the reporter oligonucleotide is coupled to. The use of oligonucleotides as the reporter may 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.
Attachment (coupling) of the reporter oligonucleotides to the labelling agents may be achieved through any of a variety of direct or indirect, covalent or non-covalent associations or attachments. For example, oligonucleotides may be covalently attached to a portion of a labelling agent (such a protein, e.g., an antibody or antibody fragment) using chemical conjugation techniques (e.g., Lightning-Link® antibody labelling 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-Labelling and Affinity Purification of Synthetic Oligonucleotides,” Nucleic Acids Res. Jan. 15, 2003; 31(2):708-715, 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. Furthermore, click reaction chemistry such as a Methyltetrazine-PEG5-NHS Ester reaction, a TCO-PEG4-NHS Ester reaction, or the like, may be used to couple reporter oligonucleotides to labelling agents. Commercially available kits, such as those from Thunderlink and Abcam, and techniques common in the art may be used to couple reporter oligonucleotides to labelling agents as appropriate. In another example, a labelling agent is indirectly (e.g., via hybridization) coupled to a reporter oligonucleotide comprising a barcode sequence that identifies the label agent. For instance, the labelling agent may be directly coupled (e.g., covalently bound) to a hybridization oligonucleotide that comprises a sequence that hybridizes with a sequence of the reporter oligonucleotide. Hybridization of the hybridization oligonucleotide to the reporter oligonucleotide couples the labelling agent to the reporter oligonucleotide. In some embodiments, the reporter oligonucleotides are releasable from the labelling agent, such as upon application of a stimulus. For example, the reporter oligonucleotide may be attached to the labeling agent through a labile bond (e.g., chemically labile, photolabile, thermally labile, etc.) as generally described for releasing molecules from supports elsewhere herein. In some instances, the reporter oligonucleotides described herein may include one or more functional sequences that can be used in subsequent processing, such as an adapter sequence, a unique molecular identifier (UMI) sequence, a sequencer specific flow cell attachment sequence (such as an P5, P7, or partial P5 or P7 sequence), a primer or primer binding sequence, a sequencing primer or primer biding sequence (such as an R1, R2, or partial R1 or R2 sequence).
In some cases, the labelling agent can comprise a reporter oligonucleotide and a label. A label can be fluorophore, a radioisotope, a molecule capable of a colorimetric reaction, a magnetic particle, or any other suitable molecule or compound capable of detection. The label can be conjugated to a labelling agent (or reporter oligonucleotide) either directly or indirectly (e.g., the label can be conjugated to a molecule that can bind to the labelling agent or reporter oligonucleotide). In some cases, a label is conjugated to an oligonucleotide that is complementary to a sequence of the reporter oligonucleotide, and the oligonucleotide may be allowed to hybridize to the reporter oligonucleotide.
Referring to
In some instances, the labelling agent 1210 is a protein or polypeptide (e.g., an antigen or prospective antigen) comprising reporter oligonucleotide 1240. Reporter oligonucleotide 1240 comprises barcode sequence 1242 that identifies polypeptide 1210 and can be used to infer the presence of an analyte, e.g., a binding partner of polypeptide 1210 (e.g., a molecule or compound to which polypeptide 1210 can bind). In some instances, the labelling agent 1210 is a lipophilic moiety (e.g., cholesterol) comprising reporter oligonucleotide 1240, where the lipophilic moiety is selected such that labelling agent 1210 integrates into a membrane of a cell or nucleus. Reporter oligonucleotide 1240 comprises barcode sequence 1242 that identifies lipophilic moiety 1210 which in some instances is used to tag cells (e.g., groups of cells, cell samples, etc.) and may be used for multiplex analyses as described elsewhere herein. In some instances, the labelling agent is an antibody 1220 (or an epitope binding fragment thereof) comprising reporter oligonucleotide 1240. Reporter oligonucleotide 1240 comprises barcode sequence 1242 that identifies antibody 1220 and can be used to infer the presence of, e.g., a target of antibody 1220 (e.g., a molecule or compound to which antibody 1220 binds). In other embodiments, labelling agent 1230 comprises an MHC molecule 1231 comprising peptide 1232 and reporter oligonucleotide 1240 that identifies peptide 1232. In some instances, the MHC molecule is coupled to a support 1233. In some instances, support 1233 may be a polypeptide, such as streptavidin, or a polysaccharide, such as dextran. In some instances, reporter oligonucleotide 1240 may be directly or indirectly coupled to MHC labelling agent 1230 in any suitable manner. For example, reporter oligonucleotide 1240 may be coupled to MHC molecule 1231, support 1233, or peptide 1232. In some embodiments, labelling agent 1230 comprises a plurality of MHC molecules, (e.g. is an MHC multimer, which may be coupled to a support (e.g., 1233)). There are many possible configurations of Class I and/or Class II MHC multimers that can be utilized with the compositions, methods, and systems disclosed herein, e.g., MHC tetramers, MHC pentamers (MHC assembled via a coiled-coil domain, e.g., ProS® MHC Class I Pentamers, (ProImmune, Ltd.), MHC octamers, MHC dodecamers, MHC decorated dextran molecules (e.g., MHC Dextramer® (Immudex)), etc. For a description of example labelling agents, including antibody and MHC-based labelling agents, reporter oligonucleotides, and methods of use, see, e.g., U.S. Pat. No. 10,550,429 and U.S. Pat. Pub. 20190367969, each of which is herein entirely incorporated by reference for all purposes.
Referring to
Barcoded nucleic may be generated (e.g., via a nucleic acid reaction, such as nucleic acid extension or ligation) from the constructs described in
In some instances, analysis of multiple analytes (e.g., nucleic acids and one or more analytes using labelling agents described herein) may be performed. For example, the workflow may comprise a workflow as generally depicted in any of
In some instances, analysis of an analyte (e.g. a nucleic acid, a polypeptides, a carbohydrate, a lipid, etc.) comprises a workflow as generally depicted in
For example, sequence 1323 may comprise a poly-T sequence and may be used to hybridize to mRNA. Referring to
In another example, sequence 1323 may be complementary to an overhang sequence or an adapter sequence that has been appended to an analyte. For example, referring to
In accordance with certain aspects, biological particles may be partitioned along with lysis reagents in order to release the contents of the biological particles within the partition. In such cases, the lysis agents can be contacted with the biological particle suspension concurrently with, or immediately prior to, the introduction of the biological particles into the partitioning junction/droplet generation zone (e.g., junction 210), such as through an additional channel or channels upstream of the channel junction. In accordance with other aspects, additionally or alternatively, biological particles may be partitioned along with other reagents, as will be described further below.
In an example operation, the channel segment 301 may transport an aqueous fluid 312 that includes a plurality of biological particles 314 along the channel segment 301 into the second junction 310. As an alternative or in addition to, channel segment 301 may transport beads (e.g., gel beads). The beads may comprise barcode molecules.
For example, the channel segment 301 may be connected to a reservoir comprising an aqueous suspension of biological particles 314. Upstream of, and immediately prior to reaching, the second junction 310, the channel segment 301 may meet the channel segment 302 at the first junction 309. The channel segment 302 may transport a plurality of reagents 315 (e.g., lysis agents) suspended in the aqueous fluid 312 along the channel segment 302 into the first junction 309. For example, the channel segment 302 may be connected to a reservoir comprising the reagents 315. After the first junction 309, the aqueous fluid 312 in the channel segment 301 can carry both the biological particles 314 and the reagents 315 towards the second junction 310. In some instances, the aqueous fluid 312 in the channel segment 301 can include one or more reagents, which can be the same or different reagents as the reagents 315. A second fluid 316 that is immiscible with the aqueous fluid 312 (e.g., oil) can be delivered to the second junction 310 from each of channel segments 304 and 306. Upon meeting of the aqueous fluid 312 from the channel segment 301 and the second fluid 316 from each of channel segments 304 and 306 at the second channel junction 310, the aqueous fluid 312 can be partitioned as discrete droplets 318 in the second fluid 316 and flow away from the second junction 310 along channel segment 308. The channel segment 308 may deliver the discrete droplets 318 to an outlet reservoir fluidly coupled to the channel segment 308, where they may be harvested.
The second fluid 316 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 318.
A discrete droplet generated may include an individual biological particle 314 and/or one or more reagents 315. In some instances, a discrete droplet generated may include a barcode carrying bead (not shown), such as via other microfluidics structures described elsewhere herein. In some instances, a discrete droplet may be unoccupied (e.g., no reagents, no biological particles).
The methods and systems of the present disclosure may comprise microfluidic devices and methods of use thereof, which may be used for co-partitioning biological particles or biological particles with reagents. Such systems and methods are described in U.S. Patent Publication No. US/20190367997, which is herein incorporated by reference in its entirety for all purposes.
Beneficially, when lysis reagents and biological particles are co-partitioned, the lysis reagents can facilitate the release of the contents of the biological particles within the partition. The contents released in a partition may remain discrete from the contents of other partitions.
As will be appreciated, the channel segments of the microfluidic devices 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 structures may have other geometries and/or configurations. For example, a microfluidic channel structure can have more than two channel junctions. For example, a microfluidic channel structure can have 2, 3, 4, 5 channel segments or more each carrying the same or different types of beads, reagents, and/or biological particles that meet at a channel junction. Fluid flow in each channel segment may be controlled to control the partitioning of the different elements into droplets. 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.
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.), as well as other commercially available lysis enzymes. Other lysis agents may additionally or alternatively be co-partitioned with the biological particles to cause the release of the biological particle's contents into the partitions. For example, in some cases, surfactant-based lysis solutions may be used to lyse cells. In some cases, lysis solutions may include non-ionic surfactants such as, for example, TritonX-100 and Tween 20. In some cases, lysis solutions may include ionic surfactants such as, for example, sarcosyl and sodium dodecyl sulfate (SDS). Electroporation, thermal, acoustic or mechanical cellular disruption may also be used in certain cases, e.g., non-emulsion based partitioning such as encapsulation of biological particles that may be in addition to or in place of droplet partitioning, where any pore size of the encapsulate is sufficiently small to retain nucleic acid fragments of a given size, following cellular disruption.
Alternatively or in addition to the lysis agents co-partitioned with the biological particles described above, other reagents can also be co-partitioned with the biological particles, 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 biological particles (e.g., a cell or a nucleus in a polymer matrix), the biological particles may be exposed to an appropriate stimulus to release the biological particles or their contents from a co-partitioned microcapsule. For example, in some cases, a chemical stimulus may be co-partitioned along with an encapsulated biological particle 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 nucleic acid molecules (e.g., oligonucleotides) from their respective microcapsule (e.g., bead). In alternative examples, this may be a different and non-overlapping stimulus, in order to allow an encapsulated biological particle to be released into a partition at a different time from the release of nucleic acid molecules into the same partition. For a description of methods, compositions, and systems for encapsulating cells (also referred to as a “cell bead”), see, e.g., U.S. Pat. No. 10,428,326 and U.S. Pat. Pub. 20190100632, which are each incorporated by reference in their entirety.
Additional reagents may also be co-partitioned with the biological particles, such as endonucleases to fragment a biological particle's DNA, DNA polymerase enzymes and dNTPs used to amplify the biological particle's nucleic acid fragments and to attach the barcode molecular tags to the amplified fragments. Other enzymes may be co-partitioned, including without limitation, polymerase, transposase, ligase, proteinase K, DNAse, etc. 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′-deoxylnosine, Super T (5-hydroxybutynl-2′-deoxyuridine), Super G (8-aza 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.
In some cases, the length of a switch oligo may be at least about 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249 or 250 nucleotides or longer.
In some cases, the length of a switch oligo may be at most about 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249 or 250 nucleotides.
Once the contents of the cells are released into their respective partitions, the macromolecular components (e.g., macromolecular constituents of biological particles, such as RNA, DNA, or proteins) contained therein may be further processed within the partitions. In accordance with the methods and systems described herein, the macromolecular component contents of individual biological particles 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 biological particle or particles. The ability to attribute characteristics to individual biological particles or groups of biological particles is provided by the assignment of unique identifiers specifically to an individual biological particle or groups of biological particles. Unique identifiers, e.g., in the form of nucleic acid barcodes can be assigned or associated with individual biological particles or populations of biological particles, in order to tag or label the biological particle's macromolecular components (and as a result, its characteristics) with the unique identifiers. These unique identifiers can then be used to attribute the biological particle's components and characteristics to an individual biological particle or group of biological particles.
In some aspects, this is performed by co-partitioning the individual biological particle or groups of biological particles with the unique identifiers, such as described above (with reference to
The nucleic acid barcode sequences can include from about 6 to about 20 or more nucleotides within the sequence of the nucleic acid molecules (e.g., oligonucleotides). The nucleic acid barcode sequences can include from about 6 to about 20, 30, 40, 50, 60, 70, 80, 90, 100 or more nucleotides. In some cases, the length of a barcode sequence may be about 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 about 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 about 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20 nucleotides or shorter. These nucleotides may be completely contiguous, e.g., 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 about 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 about 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 about 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16 nucleotides or shorter.
The co-partitioned nucleic acid molecules can also comprise other functional sequences useful in the processing of the nucleic acids from the co-partitioned biological particles. These sequences include, e.g., targeted or random/universal amplification primer sequences for amplifying nucleic acids (e.g., mRNA, the genomic DNA) from the individual biological particles 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 (e.g. attached to a bead) into partitions, e.g., droplets within microfluidic systems.
In an example, microcapsules, such as beads, are provided that each include large numbers of the above described barcoded nucleic acid molecules (e.g., barcoded oligonucleotides) releasably attached to the beads, where all of the nucleic acid molecules 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 nucleic acid molecules into the partitions, as they are capable of carrying large numbers of nucleic acid molecules, and may be configured to release those nucleic acid molecules upon exposure to a particular stimulus, as described elsewhere herein. In some cases, the population of beads provides a diverse barcode sequence library that includes at least about 1,000 different barcode sequences, at least about 5,000 different barcode sequences, at least about 10,000 different barcode sequences, at least about 50,000 different barcode sequences, at least about 100,000 different barcode sequences, at least about 1,000,000 different barcode sequences, at least about 5,000,000 different barcode sequences, or at least about 10,000,000 different barcode sequences, or more. Additionally, each bead can be provided with large numbers of nucleic acid (e.g., oligonucleotide) molecules attached. In particular, the number of molecules of nucleic acid molecules including the barcode sequence on an individual bead can be at least about 1,000 nucleic acid molecules, at least about 5,000 nucleic acid molecules, at least about 10,000 nucleic acid molecules, at least about 50,000 nucleic acid molecules, at least about 100,000 nucleic acid molecules, at least about 500,000 nucleic acids, at least about 1,000,000 nucleic acid molecules, at least about 5,000,000 nucleic acid molecules, at least about 10,000,000 nucleic acid molecules, at least about 50,000,000 nucleic acid molecules, at least about 100,000,000 nucleic acid molecules, at least about 250,000,000 nucleic acid molecules and in some cases at least about 1 billion nucleic acid molecules, or more. Nucleic acid molecules of a given bead can include identical (or common) barcode sequences, different barcode sequences, or a combination of both. Nucleic acid molecules of a given bead can include multiple sets of nucleic acid molecules. Nucleic acid molecules of a given set can include identical barcode sequences. The identical barcode sequences can be different from barcode sequences of nucleic acid molecules of another set.
Moreover, when the population of beads is partitioned, the resulting population of partitions can also include a diverse barcode library that includes at least about 1,000 different barcode sequences, at least about 5,000 different barcode sequences, at least about 10,000 different barcode sequences, at least at least about 50,000 different barcode sequences, at least about 100,000 different barcode sequences, at least about 1,000,000 different barcode sequences, at least about 5,000,000 different barcode sequences, or at least about 10,000,000 different barcode sequences. Additionally, each partition of the population can include at least about 1,000 nucleic acid molecules, at least about 5,000 nucleic acid molecules, at least about 10,000 nucleic acid molecules, at least about 50,000 nucleic acid molecules, at least about 100,000 nucleic acid molecules, at least about 500,000 nucleic acids, at least about 1,000,000 nucleic acid molecules, at least about 5,000,000 nucleic acid molecules, at least about 10,000,000 nucleic acid molecules, at least about 50,000,000 nucleic acid molecules, at least about 100,000,000 nucleic acid molecules, at least about 250,000,000 nucleic acid molecules and in some cases at least about 1 billion nucleic acid molecules.
In some cases, multiple different barcodes can be incorporated within a given partition, either attached to a single or multiple beads within the partition. For example, in some cases, a mixed, but known set of barcode sequences 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 nucleic acid molecules (e.g., 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 nucleic acid molecules. 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 nucleic acid molecules from the beads. In still other cases, a chemical stimulus can be used that cleaves a linkage of the nucleic acid molecules to the beads, or otherwise results in release of the nucleic acid molecules from the beads. In one case, such compositions include the polyacrylamide matrices described above for encapsulation of biological particles, and may be degraded for release of the attached nucleic acid molecules through exposure to a reducing agent, such as DTT.
In some aspects, provided are systems and methods for controlled partitioning. Droplet size may be controlled by adjusting certain geometric features in channel architecture (e.g., microfluidics channel architecture). For example, an expansion angle, width, and/or length of a channel may be adjusted to control droplet size.
A discrete droplet generated may include a bead (e.g., as in occupied droplets 416). Alternatively, a discrete droplet generated may include more than one bead. Alternatively, a discrete droplet generated may not include any beads (e.g., as in unoccupied droplet 418). In some instances, a discrete droplet generated may contain one or more biological particles, as described elsewhere herein. In some instances, a discrete droplet generated may comprise one or more reagents, as described elsewhere herein.
In some instances, the aqueous fluid 408 can have a substantially uniform concentration or frequency of beads 412. The beads 412 can be introduced into the channel segment 402 from a separate channel (not shown in
In some instances, the aqueous fluid 408 in the channel segment 402 can comprise biological particles (e.g., described with reference to
The second fluid 410 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.
In some instances, the second fluid 410 may not be subjected to and/or directed to any flow in or out of the reservoir 404. For example, the second fluid 410 may be substantially stationary in the reservoir 404. In some instances, the second fluid 410 may be subjected to flow within the reservoir 404, but not in or out of the reservoir 404, such as via application of pressure to the reservoir 404 and/or as affected by the incoming flow of the aqueous fluid 408 at the junction 406. Alternatively, the second fluid 410 may be subjected and/or directed to flow in or out of the reservoir 404. For example, the reservoir 404 can be a channel directing the second fluid 410 from upstream to downstream, transporting the generated droplets.
The channel structure 400 at or near the junction 406 may have certain geometric features that at least partly determine the sizes of the droplets formed by the channel structure 400. The channel segment 402 can have a height, h0 and width, w, at or near the junction 406. By way of example, the channel segment 402 can comprise a rectangular cross-section that leads to a reservoir 404 having a wider cross-section (such as in width or diameter). Alternatively, the cross-section of the channel segment 402 can be other shapes, such as a circular shape, trapezoidal shape, polygonal shape, or any other shapes. The top and bottom walls of the reservoir 404 at or near the junction 406 can be inclined at an expansion angle, a. The expansion angle, a, allows the tongue (portion of the aqueous fluid 408 leaving channel segment 402 at junction 406 and entering the reservoir 404 before droplet formation) to increase in depth and facilitate decrease in curvature of the intermediately formed droplet. Droplet size may decrease with increasing expansion angle. The resulting droplet radius, Rd, may be predicted by the following equation for the aforementioned geometric parameters of h0, w, and α:
By way of example, for a channel structure with w=21 μm, h=21 μm, and α=3°, the predicted droplet size is 121 μm. In another example, for a channel structure with w=25 h=25 μm, and α=5°, the predicted droplet size is 123 μm. In another example, for a channel structure with w=28 μm, h=28 μm, and α=7°, the predicted droplet size is 124 μm.
In some instances, the expansion angle, α, may be between a range of from about 0.5° to about 4°, from about 0.1° to about 10°, or from about 0° to about 90°. For example, the expansion angle can be at least about 0.01°, 0.1°, 0.2°, 0.3°, 0.4°, 0.5°, 0.6°, 0.7°, 0.8°, 0.9°, 1°, 2°, 3°, 4°, 5°, 6°, 7°, 8°, 9°, 10°, 15°, 20°, 25°, 30°, 35°, 40°, 45°, 50°, 55°, 60°, 65°, 70°, 75°, 80°, 85°, or higher. In some instances, the expansion angle can be at most about 89°, 88°, 87°, 86°, 85°, 84°, 83°, 82°, 81°, 80°, 75°, 70°, 65°, 60°, 55°, 50°, 45°, 40°, 35°, 30°, 25°, 20°, 15°, 10°, 9°, 8°, 7°, 6°, 5°, 4°, 3°, 2°, 1°, 0.1°, 0.01°, or less. In some instances, the width, w, can be between a range of from about 100 micrometers (μm) to about 500 μm. In some instances, the width, w, can be between a range of from about 10 μm to about 200 μm. Alternatively, the width can be less than about 10 μm. Alternatively, the width can be greater than about 500 μm. In some instances, the flow rate of the aqueous fluid 408 entering the junction 406 can be between about 0.04 microliters (μL)/minute (min) and about 40 μL/min. In some instances, the flow rate of the aqueous fluid 408 entering the junction 406 can be between about 0.01 microliters (μL)/minute (min) and about 100 μL/min. Alternatively, the flow rate of the aqueous fluid 408 entering the junction 406 can be less than about 0.01 μL/min. Alternatively, the flow rate of the aqueous fluid 408 entering the junction 406 can be greater than about 40 μL/min, such as 45 μL/min, 50 μL/min, 55 μL/min, 60 μL/min, 65 μL/min, 70 μL/min, 75 μL/min, 80 μL/min, 85 μL/min, 90 μL/min, 95 μL/min, 100 μL/min, 110 μL/min, 120 μL/min, 130 μL/min, 140 μL/min, 150 μL/min, or greater. At lower flow rates, such as flow rates of about less than or equal to 10 microliters/minute, the droplet radius may not be dependent on the flow rate of the aqueous fluid 408 entering the junction 406.
In some instances, at least about 50% of the droplets generated can have uniform size. In some instances, at least about 55%, 60%, 65%, 70%, 75%, 80%, 85%, 90%, 95%, 96%, 97%, 98%, 99%, or greater of the droplets generated can have uniform size. Alternatively, less than about 50% of the droplets generated can have uniform size.
The throughput of droplet generation can be increased by increasing the points of generation, such as increasing the number of junctions (e.g., junction 406) between aqueous fluid 408 channel segments (e.g., channel segment 402) and the reservoir 404. Alternatively or in addition, the throughput of droplet generation can be increased by increasing the flow rate of the aqueous fluid 408 in the channel segment 402.
Each channel segment of the plurality of channel segments 502 may comprise an aqueous fluid 508 that includes suspended beads 512. The reservoir 504 may comprise a second fluid 510 that is immiscible with the aqueous fluid 508. In some instances, the second fluid 510 may not be subjected to and/or directed to any flow in or out of the reservoir 504. For example, the second fluid 510 may be substantially stationary in the reservoir 504. In some instances, the second fluid 510 may be subjected to flow within the reservoir 504, but not in or out of the reservoir 504, such as via application of pressure to the reservoir 504 and/or as affected by the incoming flow of the aqueous fluid 508 at the junctions. Alternatively, the second fluid 510 may be subjected and/or directed to flow in or out of the reservoir 504. For example, the reservoir 504 can be a channel directing the second fluid 510 from upstream to downstream, transporting the generated droplets.
In operation, the aqueous fluid 508 that includes suspended beads 512 may be transported along the plurality of channel segments 502 into the plurality of junctions 506 to meet the second fluid 510 in the reservoir 504 to create droplets 516, 518. A droplet may form from each channel segment at each corresponding junction with the reservoir 504. At the junction where the aqueous fluid 508 and the second fluid 510 meet, droplets can form based on factors such as the hydrodynamic forces at the junction, flow rates of the two fluids 508, 510, fluid properties, and certain geometric parameters (e.g., w, h0, a, etc.) of the channel structure 500, as described elsewhere herein. A plurality of droplets can be collected in the reservoir 504 by continuously injecting the aqueous fluid 508 from the plurality of channel segments 502 through the plurality of junctions 506. Throughput may significantly increase with the parallel channel configuration of channel structure 500. For example, a channel structure having five inlet channel segments comprising the aqueous fluid 508 may generate droplets five times as frequently than a channel structure having one inlet channel segment, provided that the fluid flow rate in the channel segments are substantially the same. The fluid flow rate in the different inlet channel segments may or may not be substantially the same. A channel structure may have as many parallel channel segments as is practical and allowed for the size of the reservoir. For example, the channel structure may have at least about 2, 3, 4, 5, 6, 7, 8, 9, 10, 20, 30, 40, 50, 60, 70, 80, 90, 100, 150, 500, 250, 300, 350, 400, 450, 500, 600, 700, 800, 900, 1000, 1500, 5000 or more parallel or substantially parallel channel segments.
The geometric parameters, w, h0, and a, may or may not be uniform for each of the channel segments in the plurality of channel segments 502. For example, each channel segment may have the same or different widths at or near its respective channel junction with the reservoir 504. For example, each channel segment may have the same or different height at or near its respective channel junction with the reservoir 504. In another example, the reservoir 504 may have the same or different expansion angle at the different channel junctions with the plurality of channel segments 502. When the geometric parameters are uniform, beneficially, droplet size may also be controlled to be uniform even with the increased throughput. In some instances, the geometric parameters for the plurality of channel segments 502 may be varied to yield a different distribution of droplet sizes.
In some instances, at least about 50% of the droplets generated can have uniform size. In some instances, at least about 55%, 60%, 65%, 70%, 75%, 80%, 85%, 90%, 95%, 96%, 97%, 98%, 99%, or greater of the droplets generated can have uniform size. Alternatively, less than about 50% of the droplets generated can have uniform size.
Each channel segment of the plurality of channel segments 602 may comprise an aqueous fluid 608 that includes suspended beads 612. The reservoir 604 may comprise a second fluid 610 that is immiscible with the aqueous fluid 608. In some instances, the second fluid 610 may not be subjected to and/or directed to any flow in or out of the reservoir 604. For example, the second fluid 610 may be substantially stationary in the reservoir 604. In some instances, the second fluid 610 may be subjected to flow within the reservoir 604, but not in or out of the reservoir 604, such as via application of pressure to the reservoir 604 and/or as affected by the incoming flow of the aqueous fluid 608 at the junctions. Alternatively, the second fluid 610 may be subjected and/or directed to flow in or out of the reservoir 604. For example, the reservoir 604 can be a channel directing the second fluid 610 from upstream to downstream, transporting the generated droplets.
In operation, the aqueous fluid 608 that includes suspended beads 612 may be transported along the plurality of channel segments 602 into the plurality of junctions 606 to meet the second fluid 610 in the reservoir 604 to create a plurality of droplets 616. A droplet may form from each channel segment at each corresponding junction with the reservoir 604. At the junction where the aqueous fluid 608 and the second fluid 610 meet, droplets can form based on factors such as the hydrodynamic forces at the junction, flow rates of the two fluids 608, 610, fluid properties, and certain geometric parameters (e.g., widths and heights of the channel segments 602, expansion angle of the reservoir 604, etc.) of the channel structure 600, as described elsewhere herein. A plurality of droplets can be collected in the reservoir 604 by continuously injecting the aqueous fluid 608 from the plurality of channel segments 602 through the plurality of junctions 606. Throughput may significantly increase with the substantially parallel channel configuration of the channel structure 600. A channel structure may have as many substantially parallel channel segments as is practical and allowed for by the size of the reservoir. For example, the channel structure may have at least about 2, 3, 4, 5, 6, 7, 8, 9, 10, 20, 30, 40, 50, 60, 70, 80, 90, 100, 150, 200, 250, 300, 350, 400, 450, 500, 600, 700, 800, 900, 1000, 1500, 5000 or more parallel or substantially parallel channel segments. The plurality of channel segments may be substantially evenly spaced apart, for example, around an edge or perimeter of the reservoir. Alternatively, the spacing of the plurality of channel segments may be uneven.
The reservoir 604 may have an expansion angle, a (not shown in
The reservoir 604 may have the same or different expansion angle at the different channel junctions with the plurality of channel segments 602. For example, a circular reservoir (as shown in
In some instances, at least about 50% of the droplets generated can have uniform size. In some instances, at least about 55%, 60%, 65%, 70%, 75%, 80%, 85%, 90%, 95%, 96%, 97%, 98%, 99%, or greater of the droplets generated can have uniform size. Alternatively, less than about 50% of the droplets generated can have uniform size. The beads and/or biological particle injected into the droplets may or may not have uniform size.
An aqueous fluid 712 comprising a plurality of particles 716 may be transported along the channel segment 702 into the junction 706 to meet a second fluid 714 (e.g., oil, etc.) that is immiscible with the aqueous fluid 712 in the reservoir 704 to create droplets 720 of the aqueous fluid 712 flowing into the reservoir 704. At the junction 706 where the aqueous fluid 712 and the second fluid 714 meet, droplets can form based on factors such as the hydrodynamic forces at the junction 706, relative flow rates of the two fluids 712, 714, fluid properties, and certain geometric parameters (e.g., Δh, etc.) of the channel structure 700. A plurality of droplets can be collected in the reservoir 704 by continuously injecting the aqueous fluid 712 from the channel segment 702 at the junction 706.
A discrete droplet generated may comprise one or more particles of the plurality of particles 716. As described elsewhere herein, a particle may be any particle, such as a bead, cell bead, gel bead, biological particle, macromolecular constituents of biological particle, or other particles. Alternatively, a discrete droplet generated may not include any particles.
In some instances, the aqueous fluid 712 can have a substantially uniform concentration or frequency of particles 716. As described elsewhere herein (e.g., with reference to
In some instances, the second fluid 714 may not be subjected to and/or directed to any flow in or out of the reservoir 704. For example, the second fluid 714 may be substantially stationary in the reservoir 704. In some instances, the second fluid 714 may be subjected to flow within the reservoir 704, but not in or out of the reservoir 704, such as via application of pressure to the reservoir 704 and/or as affected by the incoming flow of the aqueous fluid 712 at the junction 706. Alternatively, the second fluid 714 may be subjected and/or directed to flow in or out of the reservoir 704. For example, the reservoir 704 can be a channel directing the second fluid 714 from upstream to downstream, transporting the generated droplets.
The channel structure 700 at or near the junction 706 may have certain geometric features that at least partly determine the sizes and/or shapes of the droplets formed by the channel structure 700. The channel segment 702 can have a first cross-section height, h1, and the reservoir 704 can have a second cross-section height, h2. The first cross-section height, h1, and the second cross-section height, h2, may be different, such that at the junction 706, there is a height difference of Δh. The second cross-section height, h2, may be greater than the first cross-section height, h1. In some instances, the reservoir may thereafter gradually increase in cross-section height, for example, the more distant it is from the junction 706. In some instances, the cross-section height of the reservoir may increase in accordance with expansion angle, β, at or near the junction 706. The height difference, Δh, and/or expansion angle, β, can allow the tongue (portion of the aqueous fluid 712 leaving channel segment 702 at junction 706 and entering the reservoir 704 before droplet formation) to increase in depth and facilitate decrease in curvature of the intermediately formed droplet. For example, droplet size may decrease with increasing height difference and/or increasing expansion angle.
The height difference, Δh, can be at least about 1 μm. Alternatively, the height difference can be at least about 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 25, 30, 35, 40, 45, 50, 60, 70, 80, 90, 100, 200, 300, 400, 500 μm or more. Alternatively, the height difference can be at most about 500, 400, 300, 200, 100, 90, 80, 70, 60, 50, 45, 40, 35, 30, 25, 20, 19, 18, 17, 16, 15, 14, 13, 12, 11, 10, 9, 8, 7, 6, 5, 4, 3, 2, 1 μm or less. In some instances, the expansion angle, β, may be between a range of from about 0.5° to about 4°, from about 0.1° to about 10°, or from about 0° to about 90°. For example, the expansion angle can be at least about 0.01°, 0.1°, 0.2°, 0.3°, 0.4°, 0.5°, 0.6°, 0.7°, 0.8°, 0.9°, 1°, 2°, 3°, 4°, 5°, 6°, 7°, 8°, 9°, 10°, 15°, 20°, 25°, 30°, 35°, 40°, 45°, 50°, 55°, 60°, 65°, 70°, 75°, 80°, 85°, or higher. In some instances, the expansion angle can be at most about 89°, 88°, 87°, 86°, 85°, 84°, 83°, 82°, 81°, 80°, 75°, 70°, 65°, 60°, 55°, 50°, 45°, 40°, 35°, 30°, 25°, 20°, 15°, 10°, 9°, 8°, 7°, 6°, 5°, 4°, 3°, 2°, 1°, 0.1°, 0.01°, or less.
In some instances, the flow rate of the aqueous fluid 712 entering the junction 706 can be between about 0.04 microliters (μL)/minute (min) and about 40 μL/min. In some instances, the flow rate of the aqueous fluid 712 entering the junction 706 can be between about 0.01 microliters (μL)/minute (min) and about 100 μL/min. Alternatively, the flow rate of the aqueous fluid 712 entering the junction 706 can be less than about 0.01 μL/min. Alternatively, the flow rate of the aqueous fluid 712 entering the junction 706 can be greater than about 40 μL/min, such as 45 μL/min, 50 μL/min, 55 μL/min, 60 μL/min, 65 μL/min, 70 μL/min, 75 μL/min, 80 μL/min, 85 μL/min, 90 μL/min, 95 μL/min, 100 μL/min, 110 μL/min, 120 μL/min, 130 μL/min, 140 μL/min, 150 μL/min, or greater. At lower flow rates, such as flow rates of about less than or equal to 10 microliters/minute, the droplet radius may not be dependent on the flow rate of the aqueous fluid 712 entering the junction 706. The second fluid 714 may be stationary, or substantially stationary, in the reservoir 704. Alternatively, the second fluid 714 may be flowing, such as at the above flow rates described for the aqueous fluid 712.
In some instances, at least about 50% of the droplets generated can have uniform size. In some instances, at least about 55%, 60%, 65%, 70%, 75%, 80%, 85%, 90%, 95%, 96%, 97%, 98%, 99%, or greater of the droplets generated can have uniform size. Alternatively, less than about 50% of the droplets generated can have uniform size.
While
The channel networks, e.g., as described above or elsewhere herein, can be fluidly coupled to appropriate fluidic components. For example, the inlet channel segments are fluidly coupled to appropriate sources of the materials they are to deliver to a channel junction. These sources may include any of a variety of different fluidic components, from simple reservoirs defined in or connected to a body structure of a microfluidic device, to fluid conduits that deliver fluids from off-device sources, manifolds, fluid flow units (e.g., actuators, pumps, compressors) or the like. Likewise, the outlet channel segment (e.g., channel segment 208, reservoir 604, etc.) may be fluidly coupled to a receiving vessel or conduit for the partitioned cells for subsequent processing. Again, this may be a reservoir defined in the body of a microfluidic device, or it may be a fluidic conduit for delivering the partitioned cells to a subsequent process operation, instrument or component.
The methods and systems described herein may be used to greatly increase the efficiency of single cell applications and/or other applications receiving droplet-based input. For example, following the sorting of occupied cells and/or appropriately-sized cells, subsequent operations that can be performed can include generation of amplification products, purification (e.g., via solid phase reversible immobilization (SPRI)), further processing (e.g., shearing, ligation of functional sequences, and subsequent amplification (e.g., via PCR)). These operations may occur in bulk (e.g., outside the partition). In the case where a partition is a droplet in an emulsion, the emulsion can be broken and the contents of the droplet pooled for additional operations. Additional reagents that may be co-partitioned along with the barcode bearing bead may include oligonucleotides to block ribosomal RNA (rRNA) and nucleases to digest genomic DNA from cells. Alternatively, rRNA removal agents may be applied during additional processing operations. The configuration of the constructs generated by such a method can help minimize (or avoid) sequencing of the poly-T sequence during sequencing and/or sequence the 5′ end of a polynucleotide sequence. The amplification products, for example, first amplification products and/or second amplification products, may be subject to sequencing for sequence analysis. In some cases, amplification may be performed using the Partial Hairpin Amplification for Sequencing (PHASE) method.
A variety of applications require the evaluation of the presence and quantification of different biological particle or organism types within a population of biological particles, including, for example, microbiome analysis and characterization, environmental testing, food safety testing, epidemiological analysis, e.g., in tracing contamination or the like.
The present disclosure provides computer systems that are programmed to implement methods of the disclosure.
The computer system 1801 includes a central processing unit (CPU, also “processor” and “computer processor” herein) 1805, which can be a single core or multi core processor, or a plurality of processors for parallel processing. The computer system 1801 also includes memory or memory location 1810 (e.g., random-access memory, read-only memory, flash memory), electronic storage unit 1815 (e.g., hard disk), communication interface 1820 (e.g., network adapter) for communicating with one or more other systems, and peripheral devices 1825, such as cache, other memory, data storage and/or electronic display adapters. The memory 1810, storage unit 1815, interface 1820 and peripheral devices 1825 are in communication with the CPU 1805 through a communication bus (solid lines), such as a motherboard. The storage unit 1815 can be a data storage unit (or data repository) for storing data. The computer system 1801 can be operatively coupled to a computer network (“network”) 1830 with the aid of the communication interface 1820. The network 1830 can be the Internet, an internet and/or extranet, or an intranet and/or extranet that is in communication with the Internet. The network 1830 in some cases is a telecommunication and/or data network. The network 1830 can include one or more computer servers, which can enable distributed computing, such as cloud computing. The network 1830, in some cases with the aid of the computer system 1801, can implement a peer-to-peer network, which may enable devices coupled to the computer system 1801 to behave as a client or a server.
The CPU 1805 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 1810. The instructions can be directed to the CPU 1805, which can subsequently program or otherwise configure the CPU 1805 to implement methods of the present disclosure. Examples of operations performed by the CPU 1805 can include fetch, decode, execute, and writeback.
The CPU 1805 can be part of a circuit, such as an integrated circuit. One or more other components of the system 1801 can be included in the circuit. In some cases, the circuit is an application specific integrated circuit (ASIC).
The storage unit 1815 can store files, such as drivers, libraries and saved programs. The storage unit 1815 can store user data, e.g., user preferences and user programs. The computer system 1801 in some cases can include one or more additional data storage units that are external to the computer system 1801, such as located on a remote server that is in communication with the computer system 1801 through an intranet or the Internet.
The computer system 1801 can communicate with one or more remote computer systems through the network 1830. For instance, the computer system 1801 can communicate with a remote computer system of a user (e.g., operator). 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 1801 via the network 1830.
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 1801, such as, for example, on the memory 1810 or electronic storage unit 1815. 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 1805. In some cases, the code can be retrieved from the storage unit 1815 and stored on the memory 1810 for ready access by the processor 1805. In some situations, the electronic storage unit 1815 can be precluded, and machine-executable instructions are stored on memory 1810.
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 1801, 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 1801 can include or be in communication with an electronic display 1835 that comprises a user interface (UI) 1840 for providing, for example, the presence of a bead multiplet event, the association of different barcode sequence from a given partition, the association of a multiplet barcode with another barcode, or the grouping of nucleic acids with the associated barcodes that are determined to be from the same partition. Examples of Uts 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 1805. The algorithm can, for example, calculate the number of gel multiplet events, deconvolute and match sequences from the same partition, or align sequences to identify the barcode regions of a nucleic acid.
Devices, systems, compositions and methods of the present disclosure may be used for various applications, such as, for example, processing a single analyte (e.g., RNA, DNA, or protein) or multiple analytes (e.g., DNA and RNA, DNA and protein, RNA and protein, or RNA, DNA and protein) from a single cell. For example, a biological particle (e.g., a cell or cell bead) is partitioned in a partition (e.g., droplet), and multiple analytes from the biological particle are processed for subsequent processing. The multiple analytes may be from the single cell. This may enable, for example, simultaneous proteomic, transcriptomic and genomic analysis of the cell.
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.
This application is a continuation of PCT Patent Application No. PCT/US2021/029464, filed Apr. 27, 2021, which claims the benefit of U.S. Provisional Patent Application No. 63/016,170, filed Apr. 27, 2020, which applications are herein incorporated by reference in their entirety for all purposes.
| Number | Date | Country | |
|---|---|---|---|
| 63016170 | Apr 2020 | US |
| Number | Date | Country | |
|---|---|---|---|
| Parent | PCT/US2021/029464 | Apr 2021 | US |
| Child | 18049880 | US |
