Cells within a tissue of a subject have differences in cell morphology and/or function due to varied analyte levels (e.g., gene and/or protein expression) within the different cells. The specific position of a cell within a tissue (e.g., the cell's position relative to neighboring cells or the cell's position relative to the tissue microenvironment) can affect, e.g., the cell's morphology, differentiation, fate, viability, proliferation, behavior, and signaling and cross-talk with other cells in the tissue.
Spatial heterogeneity has been previously studied using techniques that only provide data for a small handful of analytes in the context of an intact tissue or a portion of a tissue, or provide a lot of analyte data for single cells, but fail to provide information regarding the position of the single cell in a parent biological sample (e.g., tissue sample).
Genetic material, and related gene and protein expression, influences cellular fate and behavior. The spatial heterogeneity in developing systems has typically been studied via RNA hybridization, immunohistochemistry, fluorescent reporters, or purification or induction of pre-defined subpopulations and subsequent genomic profiling (e.g., RNA-seq). Such approaches, however, rely on a small set of pre-defined markers, therefore introducing selection bias that limits discovery and making it costly and laborious to localize RNA transcriptome-wide.
This disclosure relates to methods of increasing capture efficiency of a spatial array.
In one aspect, disclosed herein are methods for preparing a spatial array, the method comprising: (a) contacting a substrate comprising a plurality of capture probes with a padlock probe, wherein (i) a capture probe of the plurality of capture probes comprises a first docking sequence, a spatial barcode, a capture domain, and a second docking sequence; and (ii) the padlock probe comprises: a first docking padlock sequence at its 3′ end that is complementary to the first docking sequence of the capture probe, and a second docking padlock sequence at its 5′ end that is complementary to the second docking sequence of the capture probe; (b) hybridizing the first docking sequence to the first docking padlock sequence and hybridizing the second docking sequence to the second docking padlock sequence; (c) ligating the padlock probe, thereby generating a ligated padlock probe that comprises a capture domain; and (d) amplifying the ligated padlock probe, thereby generating a padlock probe sequence with multiple copies of the capture domain. In another aspect, provided herein are methods of increasing capture efficiency of a spatial array comprising: (a) contacting a substrate comprising a plurality of capture probes with a first oligonucleotide; wherein (i) a capture probe of the plurality comprises a first docking sequence, a second docking sequence, a barcode, and a capture domain; and (ii) the first oligonucleotide comprises a first complementary sequence complementary to the first docking sequence of the capture probe and a second complementary sequence complementary to the second docking sequence of the capture probe; (b) hybridizing the first docking sequence of the capture probe to the first complementary sequence of the first oligonucleotide and hybridizing the second docking sequence of the capture probe to the second complementary sequence of the first oligonucleotide; (c) ligating the 3′ end of the first oligonucleotide to the 5′ end of the first oligonucleotide, thereby forming a ligation product; and (d) amplifying the ligation product using rolling circle amplification.
Also provided herein are methods of increasing capture efficiency of a spatial array comprising: (a) contacting a substrate comprising a plurality of capture probes with a first oligonucleotide and a second oligonucleotide; wherein (i) a capture probe of the plurality comprises a first docking sequence, a barcode, and a capture domain; (ii) a second oligonucleotide comprises a second docking sequence; (iii) the first oligonucleotide comprises a first complementary sequence that is complementary to the first docking sequence of the capture probe and a second complementary sequence that is complementary to the second docking sequence of the second oligonucleotide; (b) hybridizing the first docking sequence of the capture probe to the first complementary docking sequence of the first oligonucleotide and hybridizing the second docking sequence of the second oligonucleotide to the second complementary docking sequence of the first oligonucleotide; (c) ligating the 3′ end of the first oligonucleotide to the 5′ end of the first oligonucleotide, thereby forming a ligation product; and (d) amplifying the ligation product using rolling circle amplification to form an amplified ligation product.
Also provide herein are methods of increasing capture efficiency of a spatial array comprising: (a) contacting a substrate comprising a plurality of capture probes with a first oligonucleotide; wherein (i) a capture probe of the plurality comprises a first docking sequence, a second docking sequence, a barcode, and a capture domain; (ii) the first oligonucleotide comprises a first complementary sequence complementary to the first docking sequence of the capture probe and a second complementary sequence complementary to the first docking sequence of the capture probe; (b) hybridizing the first docking sequence and the second docking sequence of the capture probe to the first complementary docking sequence and the second complementary docking sequence of the oligonucleotide; (c) extending the 3′ end of the first oligonucleotide to form an extended 3′ end of the first oligonucleotide; (d) ligating the extended 3′ end to the 5′ end of the first oligonucleotide to form a ligation product; and (e) amplifying the ligation product using rolling circle amplification to form an amplified ligation product.
In some instances, the spatial barcode and the capture domain are located between the first docking sequence and the second docking sequence of the capture probe. In some instances, the ligated padlock probe further comprises a primer sequence, or a complement thereof, and a spatial domain, or a complement thereof. In some instances, the amplifying comprises rolling circle amplification. In some instances, the padlock probe comprises a 3′OH group, wherein the 3′OH group is a primer for the rolling circle amplification.
In some instances, the step of hybridizing the padlock probe to the capture probe utilizes a splint oligonucleotide that comprises a sequence complementary to the capture probe and a sequence complementary to the padlock probe.
In some instances, the ligating step further includes extending the padlock probe via a nucleic acid extension reaction using the capture probe as a template. In some instances, the extending occurs prior to the ligating step.
In some instances, the capture domain comprises a poly(T) sequence, a random sequence, a semi-random sequence or a fixed sequence.
In some instances, the ligation step comprises using enzymatic ligation or chemical ligation. In some instances, the enzymatic ligation utilizes a ligase, wherein the ligase is one or more of a T4 RNA ligase (Rnl2), a splintR ligase, a single stranded DNA ligase, or a T4 DNA ligase.
In some embodiments, a portion of the first oligonucleotide is at least 80%, at least 85%, at least 90%, at least 95%, at least 96%, at least 97%, at least 98% or at least 99% complementary to the capture probe. In some embodiments, a portion of the first oligonucleotide is fully complementary to the capture probe. In some embodiments, a portion of the second oligonucleotide is at least 80%, at least 85%, at least 90%, at least 95%, at least 96%, at least 97%, at least 98% or at least 99% complementary to the capture probe. In some embodiments, a portion of the second oligonucleotide is fully complementary to the capture probe.
In some embodiments, a method described herein further comprises copying the capture domain sequence using a DNA polymerase.
In some embodiments, a product of the rolling circle amplification comprises amplifying multiple copies of a capture sequence and multiple copies of the spatial barcode.
In some embodiments, the capture sequence is an oligo d(T) sequence. In some embodiments, the first oligonucleotide comprises a functional sequence. In some embodiments, the functional sequence is a primer sequence. In some embodiments, the first oligonucleotide comprises 3′OH group, wherein the 3′OH group is a primer for the rolling circle amplification.
In some embodiments, the second oligonucleotide comprises a functional sequence. In some embodiments, the functional sequence is a primer sequence. In some embodiments, the second oligonucleotide comprises 3′OH group, wherein the 3′OH group is a primer for the rolling circle amplification.
In some embodiments, the ligation step comprises using enzymatic ligation or chemical ligation. In some embodiments, the enzymatic ligation utilizes a ligase. In some embodiments, the ligase is one or more of a T4 RNA ligase (Rnl2), a splintR ligase, a single stranded DNA ligase, or a T4 DNA ligase.
In some embodiments, the amplifying is isothermal. In some embodiments, the amplifying is not isothermal.
In some embodiments, the rolling circle amplification comprises using a Phi29 polymerase.
In some embodiments, a method described herein further comprises a step of washing away any oligonucleotides that do not hybridize after the hybridizing step.
In some embodiments, a method described herein further comprises spatially profiling an analyte in a biological sample.
In some embodiments, spatially profiling an analyte in a biological sample comprises: (a) contacting the biological sample with the substrate comprising the amplified ligation product; (b) releasing the analyte from the biological sample, wherein the analyte is bound by the amplified ligation product at a distinct spatial position of the substrate; (c) detecting the biological analyte bound by the amplified ligation product; and (d) correlating the biological analyte with the barcode at the distinct spatial position of the substrate.
In some instances, the methods disclosed herein further include spatially profiling an analyte in a biological sample. In some instances, spatially profiling the analyte includes the steps of: contacting the spatial array with the biological sample; hybridizing the analyte or analyte derivative to a capture domain of the multiple copies of the capture domain; and determining (i) all or a part of the sequence of the analyte or analyte derivative, or a complement thereof, and (ii) all or a part of the sequence of the spatial barcode, or a complement thereof, and using the determined sequence of (i) and (ii) to determine the abundance and the location of the analyte in the biological sample.
In some instances, the methods disclosed herein further include contacting the biological sample with a permeabilization agent, wherein the permeabilization agent is selected from an organic solvent, a detergent, and an enzyme, or a combination thereof.
In some instances, the determining step comprises sequencing.
In some instances, the methods disclosed herein further include imaging the biological sample. In some embodiments, the biological sample is a tissue section. In some embodiments, the biological sample is a formalin-fixed, paraffin-embedded (FFPE) sample, a frozen sample, or a fresh sample. In some embodiments, the biological sample is an FFPE sample.
In some embodiments, the analyte is a DNA molecule or an RNA molecule. In some embodiments, the RNA molecule is mRNA. In some instances, the analyte is an RNA molecule or a protein, or both.
Also disclosed herein are kits. In some instances, a kit as disclosed herein includes (a) an array comprising a plurality of primers; (b) a plurality of padlock probes; (c) a plurality of enzymes comprising a polymerase and a ligase; and (d) instructions for performing any of the methods disclosed herein.
Also disclosed herein are compositions. In some instances, a composition disclosed herein includes (a) a substrate comprising a plurality of capture probes, wherein a capture probe of the plurality of capture probes comprises a first docking sequence, a spatial barcode, a capture domain, and a second docking sequence; (b) a plurality of amplified padlock probes, wherein an amplified padlock probe of the plurality of amplified padlock probes comprises: (i) a first docking padlock sequence that is complementary to the first docking sequence of the capture probe, (ii) a second docking padlock sequence that is complementary to the second docking sequence of the capture probe, and (iii) a sequence complementary to the capture domain; and wherein the amplified padlock probe is hybridized to the capture probe. In some instances, an analyte hybridized to the amplified padlock probe in the composition. In some instances, the amplified padlock probe further comprises a primer sequence, or a complement thereof, and a spatial domain, or a complement thereof.
All publications, patents, patent applications, and information available on the internet and mentioned in this specification are herein incorporated by reference to the same extent as if each individual publication, patent, patent application, or item of information was specifically and individually indicated to be incorporated by reference. To the extent publications, patents, patent applications, and items of information 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.
Where values are described in terms of ranges, it should be understood that the description includes the disclosure of all possible sub-ranges within such ranges, as well as specific numerical values that fall within such ranges irrespective of whether a specific numerical value or specific sub-range is expressly stated.
The term “each,” when used in reference to a collection of items, is intended to identify an individual item in the collection but does not necessarily refer to every item in the collection, unless expressly stated otherwise, or unless the context of the usage clearly indicates otherwise.
The singular form “a”, “an”, and “the” include plural references unless the context clearly dictates otherwise. For example, the term “a cell” includes one or more cells, including mixtures thereof “A and/or B” is used herein to include all of the following alternatives: “A”, “B”, “A or B”, and “A and B”.
Various embodiments of the features of this disclosure are described herein. However, it should be understood that such embodiments are provided merely by way of example, and numerous variations, changes, and substitutions can occur to those skilled in the art without departing from the scope of this disclosure. It should also be understood that various alternatives to the specific embodiments described herein are also within the scope of this disclosure.
The following drawings illustrate certain embodiments of the features and advantages of this disclosure. These embodiments are not intended to limit the scope of the appended claims in any manner. Like reference symbols in the drawings indicate like elements.
Spatial analysis methods using capture probes and/or analyte capture agents provide information regarding the abundance and location of an analyte (e.g., a nucleic acid or protein). The efficiency of spatial analysis using arrays with capture probes depends, at least in part, on the density of the probes on the array or the density of the analytes captured on the array. That is, on how many capture probes can be printed on the surface of a slide or how many RNA molecules can be captured. Disclosed herein are methods and compositions for increasing the efficiency of spatial analysis by increasing the number of interactions between the capture probe and the analyte. In this way, analyte detection signal is increased, thus increasing the capturing efficiency, sensitivity, and the resolution of detection on the spatial array.
Traditionally, these methods identify a singular molecule at a location. Extending these methods to study interactions between two or more analytes would provide information on the interactions between two or more analytes at a location in a biological sample. Analyte capture agents as provided herein comprises an analyte binding moiety affixed to an oligonucleotide. The oligonucleotide comprises a sequence that uniquely identifies the analyte and moiety. Further, nearby oligonucleotides affixed to a different moiety in a nearby location can be ligated to the first oligonucleotide and then can be detected using the spatial methods described herein. The methods disclosed herein thus provide the ability to study the interaction between two or more analytes in a biological sample.
Spatial analysis methodologies and compositions described herein can provide a vast amount of analyte and/or expression data for a variety of analytes within a biological sample at high spatial resolution, while retaining native spatial context. Spatial analysis methods and compositions can include, e.g., the use of a capture probe including a spatial barcode (e.g., a nucleic acid sequence that provides information as to the location or position of an analyte within a cell or a tissue sample (e.g., mammalian cell or a mammalian tissue sample) and a capture domain that is capable of binding to an analyte (e.g., a protein and/or a nucleic acid) produced by and/or present in a cell. Spatial analysis methods and compositions can also include the use of a capture probe having a capture domain that captures an intermediate agent for indirect detection of an analyte. For example, the intermediate agent can include a nucleic acid sequence (e.g., a barcode) associated with the intermediate agent. Detection of the intermediate agent is therefore indicative of the analyte in the cell or tissue sample.
Non-limiting aspects of spatial analysis methodologies and compositions are described in U.S. Pat. Nos. 10,774,374, 10,724,078, 10,480,022, 10,059,990, 10,041,949, 10,002,316, 9,879,313, 9,783,841, 9,727,810, 9,593,365, 8,951,726, 8,604,182, 7,709,198, U.S. Patent Application Publication Nos. 2020/239946, 2020/080136, 2020/0277663, 2020/024641, 2019/330617, 2019/264268, 2020/256867, 2020/224244, 2019/194709, 2019/161796, 2019/085383, 2019/055594, 2018/216161, 2018/051322, 2018/0245142, 2017/241911, 2017/089811, 2017/067096, 2017/029875, 2017/0016053, 2016/108458, 2015/000854, 2013/171621, WO 2018/091676, WO 2020/176788, Rodrigues et al., Science 363(6434):1463-1467, 2019; Lee et al., Nat. Protoc. 10(3):442-458, 2015; Trejo et al., PLoS ONE 14(2):e0212031, 2019; Chen et al., Science 348(6233):aaa6090, 2015; Gao et al., BMC Biol. 15:50, 2017; and Gupta et al., Nature Biotechnol. 36:1197-1202, 2018; the Visium Spatial Gene Expression Reagent Kits User Guide (e.g., Rev C, dated June 2020), and/or the Visium Spatial Tissue Optimization Reagent Kits User Guide (e.g., Rev C, dated July 2020), both of which are available at the 10× Genomics Support Documentation website, and can be used herein in any combination. Further non-limiting aspects of spatial analysis methodologies and compositions are described herein.
Some general terminology that may be used in this disclosure can be found in Section (I)(b) of WO 2020/176788 and/or U.S. Patent Application Publication No. 2020/0277663. Typically, a “barcode” is a label, or identifier, that conveys or is capable of conveying information (e.g., information about an analyte in a sample, a bead, and/or a capture probe). A barcode can be part of an analyte, or independent of an analyte. A barcode can be attached to an analyte. A particular barcode can be unique relative to other barcodes. For the purpose of this disclosure, an “analyte” can include any biological substance, structure, moiety, or component to be analyzed. The term “target” can similarly refer to an analyte of interest.
Analytes can be broadly classified into one of two groups: nucleic acid analytes, and non-nucleic acid analytes. Examples of non-nucleic acid analytes include, but are not limited to, lipids, carbohydrates, peptides, proteins, glycoproteins (N-linked or O-linked), lipoproteins, phosphoproteins, specific phosphorylated or acetylated variants of proteins, amidation variants of proteins, hydroxylation variants of proteins, methylation variants of proteins, ubiquitylation variants of proteins, sulfation variants of proteins, viral proteins (e.g., viral capsid, viral envelope, viral coat, viral accessory, viral glycoproteins, viral spike, etc.), extracellular and intracellular proteins, antibodies, and antigen binding fragments. In some embodiments, the analyte(s) can be localized to subcellular location(s), including, for example, organelles, e.g., mitochondria, Golgi apparatus, endoplasmic reticulum, chloroplasts, endocytic vesicles, exocytic vesicles, vacuoles, lysosomes, etc. In some embodiments, analyte(s) can be peptides or proteins, including without limitation antibodies and enzymes. Additional examples of analytes can be found in Section (I)(c) of WO 2020/176788 and/or U.S. Patent Application Publication No. 2020/0277663. In some embodiments, an analyte can be detected indirectly, such as through detection of an intermediate agent, for example, a connected probe (e.g., a ligation product) or an analyte capture agent (e.g., an oligonucleotide-conjugated antibody), such as those described herein.
A “biological sample” is typically obtained from the subject for analysis using any of a variety of techniques including, but not limited to, biopsy, surgery, and laser capture microscopy (LCM), and generally includes cells and/or other biological material from the subject. In some embodiments, a biological sample can be a tissue section. In some embodiments, a biological sample can be a fixed and/or stained biological sample (e.g., a fixed and/or stained tissue section). Non-limiting examples of stains include histological stains (e.g., hematoxylin and/or eosin) and immunological stains (e.g., fluorescent stains). In some embodiments, a biological sample (e.g., a fixed and/or stained biological sample) can be imaged. Biological samples are also described in Section (I)(d) of WO 2020/176788 and/or U.S. Patent Application Publication No. 2020/0277663.
In some embodiments, a biological sample is permeabilized with one or more permeabilization reagents. For example, permeabilization of a biological sample can facilitate analyte capture. Exemplary permeabilization agents and conditions are described in Section (I)(d)(ii)(13) or the Exemplary Embodiments Section of WO 2020/176788 and/or U.S. Patent Application Publication No. 2020/0277663.
Array-based spatial analysis methods involve the transfer of one or more analytes from a biological sample to an array of features on a substrate, where each feature is associated with a unique spatial location on the array. Subsequent analysis of the transferred analytes includes determining the identity of the analytes and the spatial location of the analytes within the biological sample. The spatial location of an analyte within the biological sample is determined based on the feature to which the analyte is bound (e.g., directly or indirectly) on the array, and the feature's relative spatial location within the array.
A “capture probe” refers to any molecule capable of capturing (directly or indirectly) and/or labelling an analyte (e.g., an analyte of interest) in a biological sample. In some embodiments, the capture probe is a nucleic acid or a polypeptide. In some embodiments, the capture probe includes a barcode (e.g., a spatial barcode and/or a unique molecular identifier (UMI)) and a capture domain). In some embodiments, a capture probe can include a cleavage domain and/or a functional domain (e.g., a primer-binding site, such as for next-generation sequencing (NGS)).
The functional sequences can generally be selected for compatibility with any of a variety of different sequencing systems, e.g., Ion Torrent Proton or PGM, Illumina sequencing instruments, PacBio, Oxford Nanopore, etc., and the requirements thereof. In some embodiments, functional sequences can be selected for compatibility with non-commercialized sequencing systems. Examples of such sequencing systems and techniques, for which suitable functional sequences can be used, include (but are not limited to) Ion Torrent Proton or PGM sequencing, Illumina sequencing, PacBio SMRT sequencing, and Oxford Nanopore sequencing. Further, in some embodiments, functional sequences can be selected for compatibility with other sequencing systems, including non-commercialized sequencing systems.
In some embodiments, the spatial barcode 105 and functional sequences 104 is common to all of the probes attached to a given feature. In some embodiments, the UMI sequence 106 of a capture probe attached to a given feature is different from the UMI sequence of a different capture probe attached to the given feature.
In some embodiments, more than one analyte type (e.g., nucleic acids and proteins) from a biological sample can be detected (e.g., simultaneously or sequentially) using any appropriate multiplexing technique, such as those described in Section (IV) of WO 2020/176788 and/or U.S. Patent Application Publication No. 2020/0277663.
In some embodiments, detection of one or more analytes (e.g., protein analytes) can be performed using one or more analyte capture agents. As used herein, an “analyte capture agent” refers to an agent that interacts with an analyte (e.g., an analyte in a biological sample) and with a capture probe (e.g., a capture probe attached to a substrate or a feature) to identify the analyte. In some embodiments, the analyte capture agent includes: (i) an analyte binding moiety (e.g., that binds to an analyte), for example, an antibody or antigen-binding fragment thereof; (ii) analyte binding moiety barcode; and (iii) a capture handle sequence. As used herein, the term “analyte binding moiety barcode” refers to a barcode that is associated with or otherwise identifies the analyte binding moiety. As used herein, the term “analyte capture sequence” or “capture handle sequence” refers to a region or moiety configured to hybridize to, bind to, couple to, or otherwise interact with a capture domain of a capture probe. In some embodiments, a capture handle sequence is complementary to a capture domain of a capture probe. In some cases, an analyte binding moiety barcode (or portion thereof) may be able to be removed (e.g., cleaved) from the analyte capture agent.
Additional description of analyte capture agents can be found in Section (II)(b)(ix) of WO 2020/176788 and/or Section (II)(b)(viii) U.S. Patent Application Publication No. 2020/0277663.
There are at least two methods to associate a spatial barcode with one or more neighboring cells, such that the spatial barcode identifies the one or more cells, and/or contents of the one or more cells, as associated with a particular spatial location. One method is to promote analytes or analyte proxies (e.g., intermediate agents) out of a cell and towards a spatially-barcoded array (e.g., including spatially-barcoded capture probes). Another method is to cleave spatially-barcoded capture probes from an array and promote the spatially-barcoded capture probes towards and/or into or onto the biological sample.
In some cases, capture probes may be configured to prime, replicate, and consequently yield optionally barcoded extension products from a template (e.g., a DNA or RNA template, such as an analyte or an intermediate agent (e.g., a connected probe (e.g., a ligation product) or an analyte capture agent), or a portion thereof), or derivatives thereof (see, e.g., Section (II)(b)(vii) of WO 2020/176788 and/or U.S. Patent Application Publication No. 2020/0277663 regarding extended capture probes). In some cases, capture probes may be configured to form a connected probe (e.g., a ligation product) with a template (e.g., a DNA or RNA template, such as an analyte or an intermediate agent, or portion thereof), thereby creating ligation products that serve as proxies for a template.
As used herein, an “extended capture probe” refers to a capture probe having additional nucleotides added to the terminus (e.g., 3′ or 5′ end) of the capture probe thereby extending the overall length of the capture probe. For example, an “extended 3′ end” indicates additional nucleotides were added to the most 3′ nucleotide of the capture probe to extend the length of the capture probe, for example, by polymerization reactions used to extend nucleic acid molecules including templated polymerization catalyzed by a polymerase (e.g., a DNA polymerase or a reverse transcriptase). In some embodiments, extending the capture probe includes adding to a 3′ end of a capture probe a nucleic acid sequence that is complementary to a nucleic acid sequence of an analyte or intermediate agent bound to the capture domain of the capture probe. In some embodiments, the capture probe is extended using reverse transcription. In some embodiments, the capture probe is extended using one or more DNA polymerases. The extended capture probes include the sequence of the capture probe and the sequence of the spatial barcode of the capture probe.
In some embodiments, extended capture probes are amplified (e.g., in bulk solution or on the array) to yield quantities that are sufficient for downstream analysis, e.g., via DNA sequencing. In some embodiments, extended capture probes (e.g., DNA molecules) act as templates for an amplification reaction (e.g., a polymerase chain reaction).
Additional variants of spatial analysis methods, including in some embodiments, an imaging step, are described in Section (II)(a) of WO 2020/176788 and/or U.S. Patent Application Publication No. 2020/0277663. Analysis of captured analytes (and/or intermediate agents or portions thereof), for example, including sample removal, extension of capture probes, sequencing (e.g., of a cleaved extended capture probe and/or a cDNA molecule complementary to an extended capture probe), sequencing on the array (e.g., using, for example, in situ hybridization or in situ ligation approaches), temporal analysis, and/or proximity capture, is described in Section (II)(g) of WO 2020/176788 and/or U.S. Patent Application Publication No. 2020/0277663. Some quality control measures are described in Section (II)(h) of WO 2020/176788 and/or U.S. Patent Application Publication No. 2020/0277663.
Spatial information can provide information of biological and/or medical importance. For example, the methods and compositions described herein can allow for: identification of one or more biomarkers (e.g., diagnostic, prognostic, and/or for determination of efficacy of a treatment) of a disease or disorder; identification of a candidate drug target for treatment of a disease or disorder; identification (e.g., diagnosis) of a subject as having a disease or disorder; identification of stage and/or prognosis of a disease or disorder in a subject; identification of a subject as having an increased likelihood of developing a disease or disorder; monitoring of progression of a disease or disorder in a subject; determination of efficacy of a treatment of a disease or disorder in a subject; identification of a patient subpopulation for which a treatment is effective for a disease or disorder; modification of a treatment of a subject with a disease or disorder; selection of a subject for participation in a clinical trial; and/or selection of a treatment for a subject with a disease or disorder.
Spatial information can provide information of biological importance. For example, the methods and compositions described herein can allow for: identification of transcriptome and/or proteome expression profiles (e.g., in healthy and/or diseased tissue); identification of multiple analyte types in close proximity (e.g., nearest neighbor analysis); determination of up- and/or down-regulated genes and/or proteins in diseased tissue; characterization of tumor microenvironments; characterization of tumor immune responses; characterization of cells types and their co-localization in tissue; and identification of genetic variants within tissues (e.g., based on gene and/or protein expression profiles associated with specific disease or disorder biomarkers).
Typically, for spatial array-based methods, a substrate functions as a support for direct or indirect attachment of capture probes to features of the array. A “feature” is an entity that acts as a support or repository for various molecular entities used in spatial analysis. In some embodiments, some or all of the features in an array are functionalized for analyte capture. Exemplary substrates are described in Section (II)(c) of WO 2020/176788 and/or U.S. Patent Application Publication No. 2020/0277663. Exemplary features and geometric attributes of an array can be found in Sections (II)(d)(i), (II)(d)(iii), and (II)(d)(iv) of WO 2020/176788 and/or U.S. Patent Application Publication No. 2020/0277663.
Generally, analytes and/or intermediate agents (or portions thereof) can be captured when contacting a biological sample with a substrate including capture probes (e.g., a substrate with capture probes embedded, spotted, printed, fabricated on the substrate, or a substrate with features (e.g., beads, wells) comprising capture probes). As used herein, “contact,” “contacted,” and/or “contacting,” a biological sample with a substrate refers to any contact (e.g., direct or indirect) such that capture probes can interact (e.g., bind covalently or non-covalently (e.g., hybridize)) with analytes from the biological sample. Capture can be achieved actively (e.g., using electrophoresis) or passively (e.g., using diffusion). Analyte capture is further described in Section (II)(e) of WO 2020/176788 and/or U.S. Patent Application Publication No. 2020/0277663.
In some cases, spatial analysis can be performed by attaching and/or introducing a molecule (e.g., a peptide, a lipid, or a nucleic acid molecule) having a barcode (e.g., a spatial barcode) to a biological sample (e.g., to a cell in a biological sample). In some embodiments, a plurality of molecules (e.g., a plurality of nucleic acid molecules) having a plurality of barcodes (e.g., a plurality of spatial barcodes) are introduced to a biological sample (e.g., to a plurality of cells in a biological sample) for use in spatial analysis. In some embodiments, after attaching and/or introducing a molecule having a barcode to a biological sample, the biological sample can be physically separated (e.g., dissociated) into single cells or cell groups for analysis. Some such methods of spatial analysis are described in Section (III) of WO 2020/176788 and/or U.S. Patent Application Publication No. 2020/0277663.
In some cases, spatial analysis can be performed by detecting multiple oligonucleotides that hybridize to an analyte. In some instances, for example, spatial analysis can be performed using RNA-templated ligation (RTL). Methods of RTL have been described previously. See, e.g., Credle et al., Nucleic Acids Res. 2017 Aug. 21; 45(14):e128. Typically, RTL includes hybridization of two oligonucleotides to adjacent sequences on an analyte (e.g., an RNA molecule, such as an mRNA molecule). In some instances, the oligonucleotides are DNA molecules. In some instances, one of the oligonucleotides includes at least two ribonucleic acid bases at the 3′ end and/or the other oligonucleotide includes a phosphorylated nucleotide at the 5′ end. In some instances, one of the two oligonucleotides includes a capture domain (e.g., a poly(A) sequence, a non-homopolymeric sequence). After hybridization to the analyte, a ligase (e.g., SplintR ligase) ligates the two oligonucleotides together, creating a connected probe (e.g., a ligation product). In some instances, the two oligonucleotides hybridize to sequences that are not adjacent to one another. For example, hybridization of the two oligonucleotides creates a gap between the hybridized oligonucleotides. In some instances, a polymerase (e.g., a DNA polymerase) can extend one of the oligonucleotides prior to ligation. After ligation, the connected probe (e.g., a ligation product) is released from the analyte. In some instances, the connected probe (e.g., a ligation product) is released using an endonuclease (e.g., RNAse H). The released connected probe (e.g., a ligation product) can then be captured by capture probes (e.g., instead of direct capture of an analyte) on an array, optionally amplified, and sequenced, thus determining the location and optionally the abundance of the analyte in the biological sample.
During analysis of spatial information, sequence information for a spatial barcode associated with an analyte is obtained, and the sequence information can be used to provide information about the spatial distribution of the analyte in the biological sample. Various methods can be used to obtain the spatial information. In some embodiments, specific capture probes and the analytes they capture are associated with specific locations in an array of features on a substrate. For example, specific spatial barcodes can be associated with specific array locations prior to array fabrication, and the sequences of the spatial barcodes can be stored (e.g., in a database) along with specific array location information, so that each spatial barcode uniquely maps to a particular array location.
Alternatively, specific spatial barcodes can be deposited at predetermined locations in an array of features during fabrication such that at each location, only one type of spatial barcode is present so that spatial barcodes are uniquely associated with a single feature of the array. Where necessary, the arrays can be decoded using any of the methods described herein so that spatial barcodes are uniquely associated with array feature locations, and this mapping can be stored as described above.
When sequence information is obtained for capture probes and/or analytes during analysis of spatial information, the locations of the capture probes and/or analytes can be determined by referring to the stored information that uniquely associates each spatial barcode with an array feature location. In this manner, specific capture probes and captured analytes are associated with specific locations in the array of features. Each array feature location represents a position relative to a coordinate reference point (e.g., an array location, a fiducial marker) for the array. Accordingly, each feature location has an “address” or location in the coordinate space of the array.
Some exemplary spatial analysis workflows are described in the Exemplary Embodiments section of WO 2020/176788 and/or U.S. Patent Application Publication No. 2020/0277663. See, for example, the Exemplary embodiment starting with “In some non-limiting examples of the workflows described herein, the sample can be immersed . . . ” of WO 2020/176788 and/or U.S. Patent Application Publication No. 2020/0277663. See also, e.g., the Visium Spatial Gene Expression Reagent Kits User Guide (e.g., Rev C, dated June 2020), and/or the Visium Spatial Tissue Optimization Reagent Kits User Guide (e.g., Rev C, dated July 2020).
In some embodiments, spatial analysis can be performed using dedicated hardware and/or software, such as any of the systems described in Sections (II)(e)(ii) and/or (V) of WO 2020/176788 and/or U.S. Patent Application Publication No. 2020/0277663, or any of one or more of the devices or methods described in Sections Control Slide for Imaging, Methods of Using Control Slides and Substrates for, Systems of Using Control Slides and Substrates for Imaging, and/or Sample and Array Alignment Devices and Methods, Informational labels of WO 2020/123320.
Suitable systems for performing spatial analysis can include components such as a chamber (e.g., a flow cell or sealable, fluid-tight chamber) for containing a biological sample. The biological sample can be mounted for example, in a biological sample holder. One or more fluid chambers can be connected to the chamber and/or the sample holder via fluid conduits, and fluids can be delivered into the chamber and/or sample holder via fluidic pumps, vacuum sources, or other devices coupled to the fluid conduits that create a pressure gradient to drive fluid flow. One or more valves can also be connected to fluid conduits to regulate the flow of reagents from reservoirs to the chamber and/or sample holder.
The systems can optionally include a control unit that includes one or more electronic processors, an input interface, an output interface (such as a display), and a storage unit (e.g., a solid state storage medium such as, but not limited to, a magnetic, optical, or other solid state, persistent, writeable and/or re-writeable storage medium). The control unit can optionally be connected to one or more remote devices via a network. The control unit (and components thereof) can generally perform any of the steps and functions described herein. Where the system is connected to a remote device, the remote device (or devices) can perform any of the steps or features described herein. The systems can optionally include one or more detectors (e.g., CCD, CMOS) used to capture images. The systems can also optionally include one or more light sources (e.g., LED-based, diode-based, lasers) for illuminating a sample, a substrate with features, analytes from a biological sample captured on a substrate, and various control and calibration media.
The systems can optionally include software instructions encoded and/or implemented in one or more of tangible storage media and hardware components such as application specific integrated circuits. The software instructions, when executed by a control unit (and in particular, an electronic processor) or an integrated circuit, can cause the control unit, integrated circuit, or other component executing the software instructions to perform any of the method steps or functions described herein.
In some cases, the systems described herein can detect (e.g., register an image) the biological sample on the array. Exemplary methods to detect the biological sample on an array are described in PCT Application No. 2020/061064 and/or U.S. patent application Ser. No. 16/951,854.
Prior to transferring analytes from the biological sample to the array of features on the substrate, the biological sample can be aligned with the array. Alignment of a biological sample and an array of features including capture probes can facilitate spatial analysis, which can be used to detect differences in analyte presence and/or level within different positions in the biological sample, for example, to generate a three-dimensional map of the analyte presence and/or level. Exemplary methods to generate a two- and/or three-dimensional map of the analyte presence and/or level are described in PCT Application No. 2020/053655 and spatial analysis methods are generally described in WO 2020/061108 and/or U.S. patent application Ser. No. 16/951,864.
In some cases, a map of analyte presence and/or level can be aligned to an image of a biological sample using one or more fiducial markers, e.g., objects placed in the field of view of an imaging system which appear in the image produced, as described in the Substrate Attributes Section, Control Slide for Imaging Section of WO 2020/123320, PCT Application No. 2020/061066, and/or U.S. patent application Ser. No. 16/951,843. Fiducial markers can be used as a point of reference or measurement scale for alignment (e.g., to align a sample and an array, to align two substrates, to determine a location of a sample or array on a substrate relative to a fiducial marker) and/or for quantitative measurements of sizes and/or distances.
The sandwich process is described in PCT Patent Application Publication No. WO 2020/123320, which is incorporated by reference in its entirety.
Provided herein are methods of increasing capture efficiency of a spatial array, e.g., a spatial array as described herein. In some embodiments, a method of increasing capture efficiency of a spatial array includes hybridizing a capture probe, e.g., any of the capture probes described herein, to an oligonucleotide. As disclosed herein, the capture probe comprises two sequences to which an oligonucleotide (i.e., a padlock probe) hybridizes. In some instances, in between the two sequences to which an oligonucleotide (i.e., a padlock probe) hybridizes is a capture domain sequence. In some instances, the oligonucleotide can be a padlock probe. A “padlock probe,” (also referred to as a padlock oligonucleotide, second probe, or second oligonucleotide) or as referred to herein, is an oligonucleotide that has, at its 5′ and 3′ ends, sequences that are complementary or nearly complementary to adjacent or nearby target sequences on a capture probe. Upon hybridization to the target sequences, the two ends of the padlock probe are either brought into contact or an end is extended until the two ends are brought into contact, allowing circularization of the padlock probe by ligation. In some embodiments, circularization of the padlock probe is performed using a ligation step. In some embodiments, a ligase is used. In some embodiments, the hybridized padlock probe is circularized using a polymerase (e.g., a DNA polymerase). See, for example, U.S. Pat. No. 7,358,047; Larsson et al. Nat Methods. 2004 December; 1(3):227-32; Larsson et al. Nat Methods. 2010 May; 7(5):395-7; and Ke et al. Nat Methods. 2013 September; 10(9):857-60; each of which is incorporated herein by reference in its entirety. After circularization of the padlock oligonucleotide, rolling circle amplification, for example, can be used to amplify the ligation product (see, for example,
Accordingly, a method of increasing capture efficiency of a spatial array can include contacting a substrate including a plurality of capture probes with a first oligonucleotide; wherein a capture probe of the plurality includes a first docking sequence, a second docking sequence, a barcode, and a capture domain; and the first oligonucleotide includes a first sequence complementary to the first docking sequence of the capture probe and a second sequence complementary to the second docking sequence of the capture probe; hybridizing the first docking sequence of the capture probe to the first complementary sequence of the first oligonucleotide and hybridizing the second docking sequence of the capture probe to the second complementary sequence of the first oligonucleotide; ligating the 3′ end of the first oligonucleotide to the 5′ end of the first oligonucleotide, thereby forming a circularized ligation product; and amplifying the ligation product using amplification (e.g., rolling circle amplification). In some embodiments, the plurality of capture probes are immobilized on the substrate.
In some embodiments, the methods disclosed herein include use of a splint oligonucleotide. In some embodiments, the splint oligonucleotide hybridizes to both the padlock probe and the capture probe on the array. See, for example,
Additional embodiments are provided herein.
1. Capture Probes and Arrays
Disclosed herein are capture probes that detect (e.g., hybridize to) analytes in a biological sample. In some instances, the capture probes comprise a plurality of nucleotides. In some instances, the capture probes comprise DNA.
In some instances, capture probes are placed on the substrate. In some instances, the capture probes are affixed to the surface of a substrate. In some instances, the capture probes are affixed to the surface of a substrate at the 5′ end of each capture probe. In some instances, the 3′ end of the capture probe is distal to the substrate.
The length of a capture probe as disclosed herein can vary. In some instances, the length of the capture probe is from 50 nucleotides to 500 nucleotides (e.g., about 50, 55, 60, 65, 70, 75, 80, 85, 90, 95, 100, 125, 150, 175, 200, 250, 300, 350, 400, 450, or 500 nucleotides). In some instances, the length of the capture probe is from 500 to 1000 nucleotides.
In some instances, the capture probe comprises a first docking sequence, a capture domain, and a second docking sequence. In some embodiments, the first docking sequence of the capture probe is within about 5 to about 200 nucleotides of the second docking sequence of the capture probe. For example, the first docking sequence of the capture probe is within about 5 to about 10, about 5 to about 20, about 5 to about 30, about 5 to about 40, about 5 to about 50, about 5 to about 60, about 5 to about 70, about 5 to about 80, about 5 to about 90, about 90 to about 100, about 80 to about 100, about 70 to about 100, about 60 to about 100, about 50 to about 200, about 40 to about 200, about 30 to about 200, about 20 to about 200, or about 10 to about 200 nucleotides to the second docking sequence of the capture probe.
In some embodiments, after hybridization of the first oligonucleotide to the capture probe, there can be a gap between the first complementary sequence and the second complementary sequence (see, for example,
In some instance, the capture domain is designed to detect one or more specific analytes of interest. For example, a capture domain can be designed so that it comprises a sequence that is complementary or substantially complementary to one analyte of interest. Thus, the presence of a single analyte can be detected. Alternatively, the capture domain can be designed so that it comprises a sequence that is complementary or substantially complementary to a conserved region of multiple related analytes. In some instances, the multiple related analytes are analytes that function in the same or similar cellular pathways or that have conserved homology and/or function. The design of the capture probe can be determined based on the intent of the user and can be any sequence that can be used to detect an analyte of interest. In some embodiments, the capture domain sequence can therefore be random, semi-random, defined or combinations thereof, depending on the target analyte(s) of interest.
In some embodiments, the first docking sequence of the capture probe is adjacent to the second docking sequence of the capture probe. For example, in some embodiments, the first complementary sequence of the first oligonucleotide and the second complementary sequence of the first oligonucleotide hybridize to a portion of the capture probe such that the first complementary sequence of the first oligonucleotide and the second complementary sequence of the first oligonucleotide are within about 1, about 2, about 3, about 4, or about 5, about 6, about 7, about 8, about 9, about 10, about 15, about 20, about 30, about 40, about 50, about 60, about 70, about 80, about 90, about 100, about 125, about 150, about 175, about 200, about 250, about 300, about 350, about 400, about 450, about 500, or more nucleotides of each other on the capture probe. In instances in which the first docking sequence and the second docking sequence are adjacent to one another, the capture domain can be located on the padlock probe, discussed below.
In some instances, the capture probes includes one or more additional sequences. In some instances, the capture probe comprises a spatial barcode. In some instances, the spatial barcode 5′ to the first docking site. In some instances, the spatial barcode is 3′ to the second docking site. In some instances, the spatial barcode is between the first docking site and the second docking site on the capture probe. The spatial barcode is a unique sequence that provides the location of the capture probe (and ultimately the analyte in the biological sample).
In some instances, the capture probe comprises one or more functional domains. For instance, in some embodiments, the capture probe includes a unique molecular identifier. A unique molecular identifier is a contiguous nucleic acid segment or two or more non-contiguous nucleic acid segments that function as a label or identifier for a particular analyte, or for a capture probe that binds a particular analyte (e.g., via the capture domain). The UMI can include from about 6 to about 20 or more nucleotides within the sequence of the capture probes. In some embodiments, the length of a UMI sequence can be about 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20 nucleotides or longer. In some embodiments, the length of a UMI sequence can be at least about 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20 nucleotides or longer. In some embodiments, the length of a UMI sequence is at most about 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20 nucleotides or shorter.
In some instances, the capture probe comprises a cleavage domain. The cleavage domain represents the portion of the probe that is used to reversibly attach the probe to an array feature, as will be described further herein. Further, one or more segments or regions of the capture probe can optionally be released from the array feature by cleavage of the cleavage domain. As an example, spatial barcodes and/or universal molecular identifiers (UMIs) can be released by cleavage of the cleavage domain.
In some embodiments, a cleavage domain is absent from the capture probe. Examples of substrates with attached capture probes lacking a cleavage domain are described for example in Macosko et al., (2015) Cell 161, 1202-1214, the entire contents of which are incorporated herein by reference.
In some embodiments, the region of the capture probe corresponding to the cleavage domain can be used for some other function. For example, an additional region for nucleic acid extension or amplification can be included where the cleavage domain would normally be positioned. In such embodiments, the region can supplement the functional domain or even exist as an additional functional domain. In some embodiments, the cleavage domain is present but its use is optional.
In some instances, the capture probe comprises any combination of any of the above-described sequences.
2. Padlock Probes
Also disclosed herein is a padlock probe (or padlock oligonucleotide, second probe, or second nucleotide). The padlock probe includes a plurality of nucleotides. In some instances, the padlock probe comprises DNA.
The length of a padlock probe as disclosed herein can vary. In some instances, the length of the padlock probe is from 50 nucleotides to 500 nucleotides (e.g., about 50, 55, 60, 65, 70, 75, 80, 85, 90, 95, 100, 125, 150, 175, 200, 250, 300, 350, 400, 450, or 500 nucleotides). In some instances, the length of the padlock probe is from 500 to 1000 nucleotides.
Referring to
In some instances, the first docking padlock sequence comprises a sequence that is complementary to a portion of the first docking sequence of the capture probe. In some instances, the first docking padlock sequences is from 10 to 100 nucleotides in length. In some instances, the first docking padlock sequence is about 75%, 80%, 85%, 90%, 95%, or 100% complementary to the first docking sequence of the capture probe. The first docking padlock sequence can be designed using any sequence of interest so long as hybridization is achieved. In some instances, the first docking padlock sequence (and its complementary sequence) is not found in the genome of the organism of interest (e.g., not found in human, mouse, rat genome, etc.). One skilled in the art can design a sequence so that off-targets are not bound, or not substantially bound, to the first docking padlock sequence.
In some instances, the second docking padlock sequence comprises a sequence that is complementary to a portion of the second docking sequence of the capture probe. In some instances, the second docking padlock sequences is from 10 to 100 nucleotides in length. In some instances, the second docking padlock sequence is about 75%, 80%, 85%, 90%, 95%, or 100% complementary to the second docking sequence of the capture probe. The second docking padlock sequence can be designed using any sequence of interest so long as hybridization is achieved. In some instances, the second docking padlock sequence (and its complementary sequence) is not found in the genome of the organism of interest (e.g., not found in human, mouse, rat genome, etc.). One skilled in the art can design a sequence so that off-targets are not bound, or not substantially bound, to the second docking padlock sequence.
In some instances, the padlock sequence 802 is a DNA sequence. In some instances, the padlock sequence 802 is about 50 to 500 nucleotides in length (i.e., about 50, about 100, about 150, about 200, about 250, about 300, about 350, about 400, about 450, about 500). In some instances, the padlock sequence 802 can be designed to include one or more functional sequences. For instance, in some embodiments, the padlock sequence 802 comprises a capture domain sequence (e.g., a poly(T) sequence or a random, semi-random, or defined sequence as described above). In some instances, the capture domain sequence of the padlock is utilized when the first docking sequence and the second docking sequence are adjacent to one another on the capture probe. In some instances, the padlock sequence 802 comprises a primer sequence that can be used for amplification of the padlock probe. In some instances, the padlock sequence 802 comprises a cleaving domain as previously described.
In some embodiments, the padlock probe includes a functional sequence, e.g., any of the functional sequences described herein. In some embodiments, the padlock probe includes a 3′OH group. In some embodiments, the 3′OH group is a primer for the rolling circle amplification.
3. Splint Oligonucleotides
In some instances, a splint oligonucleotide is used to facilitate hybridization of the padlock probe to the capture probe. Referring to
In some embodiments, a portion of the splint oligonucleotide is at least 80%, at least 85%, at least 90%, at least 95%, at least 96%, at least 97%, at least 98% or at least 99% complementary to the capture probe. In some embodiments, a portion of the splint oligonucleotide is fully complementary to the capture probe.
In some embodiments, a portion of the splint oligonucleotide is at least 80%, at least 85%, at least 90%, at least 95%, at least 96%, at least 97%, at least 98% or at least 99% complementary to the first docking padlock sequence. In some embodiments, a portion of the splint oligonucleotide is fully complementary to the first docking padlock sequence.
In some embodiments, a portion of the splint oligonucleotide is at least 80%, at least 85%, at least 90%, at least 95%, at least 96%, at least 97%, at least 98% or at least 99% complementary to the second docking padlock sequence. In some embodiments, a portion of the splint oligonucleotide is fully complementary to the second docking padlock sequence.
The splint oligonucleotide includes a plurality of nucleotides. In some instances, the splint oligonucleotide comprises DNA.
The length of a splint oligonucleotide as disclosed herein can vary. In some instances, the length of the splint oligonucleotide is from 50 nucleotides to 500 nucleotides (e.g., about 50, 55, 60, 65, 70, 75, 80, 85, 90, 95, 100, 125, 150, 175, 200, 250, 300, 350, 400, 450, or 500 nucleotides). In some instances, the length of the splint oligonucleotide is from 500 to 1000 nucleotides.
1. Probe Assembly, Padlock Hybridization, and Padlock Ligation
In some instances, probes are printed on a substrate. Arrays can be prepared by a variety of methods. In some embodiments, arrays are prepared through the synthesis (e.g., in situ synthesis) of oligonucleotides on the array, or by jet printing or lithography. For example, light-directed synthesis of high-density DNA oligonucleotides can be achieved by photolithography or solid-phase DNA synthesis. To implement photolithographic synthesis, synthetic linkers modified with photochemical protecting groups can be attached to a substrate and the photochemical protecting groups can be modified using a photolithographic mask (applied to specific areas of the substrate) and light, thereby producing an array having localized photo-deprotection. Many of these methods are known in the art, and are described e.g., in Miller et al., “Basic concepts of microarrays and potential applications in clinical microbiology.” Clinical Microbiology Reviews 22.4 (2009): 611-633; US201314111482A; U.S. Pat. No. 9,593,365B2; US2019203275; and WO2018091676, which are each incorporated herein by reference in its entirety. Additional disclosure of capture probe assembly is provided in WO 2020/176788 and/or U.S. Patent Application Publication No. 2020/0277663, each of which is incorporated by reference in its entirety.
In some embodiments, the capture probe and/or the splint oligonucleotide can be used to hybridize the padlock probe. For example, in some embodiments, a method of increasing capture efficiency of a spatial array includes contacting a substrate including a plurality of capture probes and a plurality of splint oligonucleotides with a padlock probe; wherein a capture probe of the plurality includes a first docking sequence, a spatial barcode, and a capture domain; a splint oligonucleotide includes a second docking sequence; the padlock probe includes a first complementary sequence that is complementary to the first docking sequence of the capture probe and a second complementary sequence that is complementary to the second docking sequence of the second oligonucleotide; hybridizing the first docking sequence of the capture probe to the first complementary docking sequence of the padlock probe and hybridizing the second docking sequence of the splint oligonucleotide to the second complementary docking sequence of the padlock probe; ligating the 3′ end of the first oligonucleotide to the 5′ end of the first oligonucleotide, thereby forming a ligation product; and amplifying the ligation product using rolling circle amplification to form an amplified ligation product. In some embodiments, the plurality of capture probes are immobilized on the substrate.
In some embodiments, the step of hybridizing the first docking sequence and the second docking sequence to the first docking padlock sequence and to the second docking padlock sequence is at a temperature from about 50° C. to about 75° C. For example, from about 50° C. to about 70° C., about 50° C. to about 65° C., about 50° C. to about 60° C., about 50° C. to about 55° C., about 70° C. to about 75° C., about 65° C. to about 75° C., about 60° C. to about 75° C., or about 55° C. to about 75° C. In some embodiments, the first temperature is from about 55° C. to about 70° C., or from about 60° C. to about 65° C.
In some instances, when a splint oligonucleotide is used, the splint oligonucleotide and the padlock probe are added to the array at the same time. In some instances, the splint oligonucleotide is added prior to addition of the padlock probe, allowing the splint oligonucleotide first to hybridize to the capture probe.
After hybridization, in some embodiments, the substrate can be treated with one or more enzymes and/or one or more reagents, as described herein. For example, referring to
In some embodiments, a polymerase catalyzes synthesis of a complementary strand of the ligation product, creating a double-stranded ligation product. In some instances, the polymerase is DNA polymerase. In some embodiments, the polymerase has 5′ to 3′ polymerase activity. In some embodiments, the polymerase has 3′ to 5′ exonuclease activity for proofreading. In some embodiments, the polymerase has 5′ to 3′ polymerase activity and 3′ to 5′ exonuclease activity for proofreading.
In some instances, the methods further include ligating the two ends of the padlock probe. In some instances, the ligation is an enzymatic ligation reaction, using a ligase (e.g., T4 RNA ligase (Rnl2), a SplintR ligase, a single stranded DNA ligase, or a T4 DNA ligase). See, e.g., Zhang et al.; RNA Biol. 2017; 14(1): 36-44, which is incorporated by reference in its entirety, for a description of KOD ligase. Following the enzymatic ligation reaction, the padlock probe may be considered ligated. In some embodiments, the enzymatic ligation utilizes one or more of T4 DNA ligase, Tth DNA ligase, Taq DNA ligase, Thermococcus sp. (strain 9oN) DNA ligase, and Ampligase™. Derivatives, e.g., sequence-modified derivatives, and/or mutants thereof, can also be used.
In some embodiments, a padlock probe may comprise a reactive moiety such that, upon hybridization to the target and exposure to appropriate ligation conditions, the padlock probe may ligate to itself. In some embodiments, a padlock probe that includes a reactive moiety is ligated chemically. A reactive moiety of a probe may be selected from the non-limiting group consisting of azides, alkynes, nitrones (e.g., 1,3-nitrones), strained alkenes (e.g., trans-cycloalkenes such as cyclooctenes or oxanorbornadiene), tetrazines, tetrazoles, iodides, thioates (e.g., phorphorothioate), acids, amines, and phosphates. For example, the first reactive moiety of a padlock probe may comprise an azide moiety, and a second reactive moiety of a padlock probe may comprise an alkyne moiety. The first and second reactive moieties may react to form a linking moiety. A reaction between the first and second reactive moieties may be, for example, a cycloaddition reaction such as a strain-promoted azide-alkyne cycloaddition, a copper-catalyzed azide-alkyne cycloaddition, a strain-promoted alkyne-nitrone cycloaddition, a Diels-Alder reaction, a [3+2] cycloaddition, a [4+2] cycloaddition, or a [4+1] cycloaddition; a thiol-ene reaction; a nucleophilic substation reaction; or another reaction. In some cases, reaction between the first and second reactive moieties may yield a triazole moiety or an isoxazoline moiety. A reaction between the first and second reactive moieties may involve subjecting the reactive moieties to suitable conditions such as a suitable temperature, pH, or pressure and providing one or more reagents or catalysts for the reaction. For example, a reaction between the first and second reactive moieties may be catalyzed by a copper catalyst, a ruthenium catalyst, or a strained species such as a difluorooctyne, dibenzylcyclooctyne, or biarylazacyclooctynone. Reaction between a first reactive moiety of a first probe hybridized to a first target region (e.g., a first target sequence or first portion) of the nucleic acid molecule and a second reactive moiety of a third probe oligonucleotide hybridized to a second target region (e.g., a first target sequence or a first portion) of the nucleic acid molecule may link the first probe and the second probe to provide a ligated probe. Upon linking, the padlock probe may be considered ligated. Accordingly, reaction of the first and second reactive moieties may comprise a chemical ligation reaction such as a copper-catalyzed 5′ azide to 3′ alkyne “click” chemistry reaction to form a triazole linkage between the padlock probe sequences. In other non-limiting examples, an iodide moiety may be chemically ligated to a phosphorothioate moiety to form a phosphorothioate bond, an acid may be ligated to an amine to form an amide bond, and/or a phosphate and amine may be ligated to form a phosphoramidate bond.
In some embodiments, the methods described herein further includes a step of washing away any oligonucleotides (i.e., splint oligonucleotides or padlock probes) that do not hybridize to the capture domain. Steps of washing to remove unbound oligonucleotides can be performed using any of the wash methods described herein or known in the art (e.g., 1×SSC).
2. Padlock Probe Amplification
In some instances, after hybridizing the padlock probe to the capture probe, the padlock probe (i.e., the ligated padlock probe) is amplified. Amplifying the ligated padlock probe can include an isothermal or a non-isothermal amplification reaction. In some embodiments, amplifying of the ligation product comprises using rolling circle amplification. In some embodiments, amplification includes use of a polymerase as disclosed herein. In some embodiments, amplification includes use of a Phi29 polymerase. In some embodiments, a product of the rolling circle amplification results in the creation of multiple copies of a capture domain and multiple copies of a barcode.
In some embodiments, the ligated padlock probe comprises a functional sequence that is capable of binding to a primer used for amplification (referred to herein as the “amplification primer” or “primer used for amplification”). In some embodiments, the amplification primer is used to amplify the ligated padlock probe, thereby creating multiple copies of a capture domain.
3. Analyte or Analyte Derivative Hybridization and Spatial Analysis
After generating a plurality of padlock probes from the rolling circle amplification steps, in some instances, the biological sample is contacted with the substrate. The methods disclosed herein include detection of analytes that include protein and nucleic acids. In some instances, the method includes detection of nucleic acids. In some instances, the methods include detection of proteins.
Referring to
In some instances, where multiple analytes hybridize to the same amplified padlock probe, the amplified padlock probe comprises a cleavage site so that each interaction between an analyte and the capture domain of an amplified padlock probe can be analyzed independently. In some instances, the cleavage site is located such that the spatial barcode is cleaved and migrates with the hybridized analyte/amplified padlock probe nucleic acid.
In the setting of nucleic acid detection, the nucleic acid analyte hybridizes directly to the capture probes on the amplified padlock probe. In the setting of protein detection, referring to
In some embodiments, the methods provided herein include a permeabilizing step in order to release the analytes from the biological sample. In some embodiments, permeabilization occurs using a protease. In some embodiments, the protease is an endopeptidase. Endopeptidases that can be used include but are not limited to trypsin, chymotrypsin, elastase, thermolysin, pepsin, clostripan, glutamyl endopeptidase (GluC), ArgC, peptidyl-asp endopeptidase (ApsN), endopeptidase LysC and endopeptidase LysN. In some embodiments, the endopeptidase is pepsin. In some embodiments, after creating the padlock probe copies, the biological sample is permeabilized. In some embodiments, the biological sample is permeabilized contemporaneously with or prior to contacting the biological sample with a padlock probe.
In some embodiments, methods provided herein include permeabilization of the biological sample such that the capture probe can more easily bind to the padlock probe (i.e., compared to no permeabilization). In some embodiments, reverse transcription (RT) reagents can be added to permeabilized biological samples. Incubation with the RT reagents can produce spatially-barcoded full-length cDNA from the captured analytes (e.g., polyadenylated mRNA). Second strand reagents (e.g., second strand primers, enzymes) can be added to the biological sample on the substrate to initiate second strand synthesis.
In some instances, the permeabilization step includes application of a permeabilization buffer to the biological sample. In some instances, the permeabilization buffer includes a buffer (e.g., Tris pH 7.5), MgCl2, sarkosyl detergent (e.g., sodium lauroyl sarcosinate) or other detergent, enzyme (e.g., proteinase K, pepsin, collagenase, etc.), and nuclease free water. In some instances, the permeabilization step is performed at 37° C. In some instances, the permeabilization step is performed for about 20 minutes to 2 hours (e.g., about 20 minutes, about 30 minutes, about 40 minutes, about 50 minutes, about 1 hour, about 1.5 hours, or about 2 hours). In some instances, the releasing step is performed for about 40 minutes.
After permeabilization, in some instances, the analytes are captured by the capture domains of the padlock probe. In some embodiments, such methods of increasing capture efficiency of a spatial array described herein includes contacting the spatial array with the biological sample and allowing the analyte to interact with the padlock probes. In some embodiments, the determining step includes amplifying all or part of the analyte bound to the padlock probes and amplifying all or part of the spatial barcode and the target analyte, or compliments thereof.
In some embodiments, the method includes amplifying all or part of the analyte using isothermal amplification or non-isothermal amplification. In some embodiments, the amplifying creates an amplifyed product that includes (i) all or part of a sequence of the analyte bound to the first capture domain and/or the second capture domain, or a complement thereof, and (ii) all or a part of the sequence of the first spatial barcode and/or the second spatial barcode, or a complement thereof. In some embodiments, the associating step also includes determining (i) all or part of the sequence of the first spatial barcode and (ii) all or part of the sequence of the second spatial barcode and using the determined sequence of (i) and (ii) to identify the location of the analyte in the spatial array. In some embodiments, the determining step includes sequencing. A non-limiting example of sequencing that can be used to determine the sequence of the analyte and/or spatial barcodes (e.g., first and/or second spatial barcode) is in situ sequencing. In some embodiments, in situ sequencing is performed via sequencing-by-synthesis (SBS), sequential fluorescence hybridization, sequencing by ligation, nucleic acid hybridization, or high-throughput digital sequencing techniques. In some embodiments the analyte is RNA or DNA. In some embodiments, the analyte is a protein.
More particularly, after an analyte (e.g., a first analyte, a second analyte, etc.) has hybridized or otherwise been associated with the padlock probe according to any of the methods described above in connection with the general spatial cell-based analytical methodology, the barcoded constructs that result from hybridization/association are analyzed.
In some embodiments, after contacting a biological sample with a substrate that includes capture probes, a removal step can optionally be performed to remove all or a portion of the biological sample from the substrate. In some embodiments, the removal step includes enzymatic and/or chemical degradation of cells of the biological sample. For example, the removal step can include treating the biological sample with an enzyme (e.g., a proteinase, e.g., proteinase K) to remove at least a portion of the biological sample from the substrate. In some embodiments, the removal step can include ablation of the tissue (e.g., laser ablation).
In some embodiments, provided herein are methods for spatially detecting an analyte (e.g., detecting the location of an analyte, e.g., a biological analyte) from a biological sample (e.g., present in a biological sample), the method comprising: (a) optionally staining and/or imaging a biological sample on a substrate; (b) permeabilizing (e.g., providing a solution comprising a permeabilization reagent to) the biological sample on the substrate; (c) contacting the biological sample with an array comprising a plurality of capture probes and padlock probes, wherein the padlock probe captures the biological analyte; and (d) analyzing the captured biological analyte, thereby spatially detecting the biological analyte; wherein the biological sample is fully or partially removed from the substrate.
In some embodiments, a biological sample is not removed from the substrate. For example, the biological sample is not removed from the substrate prior to releasing a capture probe (e.g., a padlock probe or a capture probe bound to an analyte) from the substrate. In some embodiments, such releasing comprises cleavage of the padlock probe from the substrate (e.g., via a cleavage domain). In some embodiments, such releasing does not comprise releasing the padlock probe from the substrate (e.g., a copy of the padlock probe bound to an analyte can be made and the copy can be released from the substrate, e.g., via denaturation). In some embodiments, the biological sample is not removed from the substrate prior to analysis of an analyte bound to a padlock probe after it is released from the substrate. In some embodiments, the biological sample remains on the substrate during removal of a padlock probe from the substrate and/or analysis of an analyte bound to the padlock probe after it is released from the substrate. In some embodiments, the biological sample remains on the substrate during removal (e.g., via denaturation) of a copy of the padlock probe (e.g., complement). In some embodiments, analysis of an analyte bound to a padlock probe from the substrate can be performed without subjecting the biological sample to enzymatic and/or chemical degradation of the cells (e.g., permeabilized cells) or ablation of the tissue (e.g., laser ablation).
In some embodiments, at least a portion of the biological sample is not removed from the substrate. For example, a portion of the biological sample can remain on the substrate prior to releasing a padlock probe (e.g., a padlock probe bound to an analyte) from the substrate and/or analyzing an analyte bound to a padlock probe released from the substrate. In some embodiments, at least a portion of the biological sample is not subjected to enzymatic and/or chemical degradation of the cells (e.g., permeabilized cells) or ablation of the tissue (e.g., laser ablation) prior to analysis of an analyte bound to a padlock probe from the substrate.
In some embodiments, the methods provided herein include spatially detecting an analyte (e.g., detecting the location of an analyte, e.g., a biological analyte) from a biological sample (e.g., present in a biological sample) that include: (a) optionally staining and/or imaging a biological sample on a substrate; (b) permeabilizing (e.g., providing a solution comprising a permeabilization reagent to) the biological sample on the substrate; (c) contacting the biological sample with an array comprising a plurality of capture probes and padlock probes, wherein the padlock probe captures the biological analyte; and (d) analyzing the captured biological analyte, thereby spatially detecting the biological analyte; where the biological sample is not removed from the substrate.
In some embodiments, provided herein are methods for spatially detecting a biological analyte of interest from a biological sample that include: (a) staining and imaging a biological sample on a substrate; (b) providing a solution comprising a permeabilization reagent to the biological sample on the substrate; (c) contacting the biological sample with an array on a substrate, wherein the array comprises one or more capture probe pluralities thereby allowing the one or more pluralities of capture probes to capture the biological analyte of interest; and (d) analyzing the captured biological analyte, thereby spatially detecting the biological analyte of interest; where the biological sample is not removed from the substrate.
In some embodiments, the method further includes subjecting a region of interest in the biological sample to spatial transcriptomic analysis. In some embodiments, one or more of the padlock probes includes a capture domain. In some embodiments, one or more of the padlock probes comprises a unique molecular identifier (UMI). In some embodiments, one or more of the padlock probes comprises a cleavage domain. In some embodiments, the cleavage domain comprises a sequence recognized and cleaved by uracil-DNA glycosylase, apurinic/apyrimidinic (AP) endonuclease (APE1), uracil-specific excision reagent (USER), and/or an endonuclease VIII. In some embodiments, one or more padlock probes do not comprise a cleavage domain and is not cleaved from the array.
In some instances, the padlock probe can be cleaved, separating each interaction between an analyte and the padlock probe.
In some embodiments, the cleaved padlock probe can be extended (an “extended padlock probe,” e.g., as described herein). For example, extending a padlock probe can include generating cDNA from a captured (hybridized) RNA. This process involves synthesis of a complementary strand of the hybridized nucleic acid, e.g., generating cDNA based on the captured RNA template (the RNA hybridized to the capture domain of the padlock probe). Thus, in an initial step of extending a padlock probe, e.g., the cDNA generation, the captured (hybridized) nucleic acid, e.g., RNA, acts as a template for the extension, e.g., a reverse transcription step.
In some embodiments, the padlock probe is extended using reverse transcription. For example, reverse transcription includes synthesizing cDNA (complementary or copy DNA) from RNA, e.g., (messenger RNA), using a reverse transcriptase. In some embodiments, reverse transcription is performed while the tissue is still in place, generating an analyte library, where the analyte library includes the spatial barcodes from the adjacent padlock probes. In some embodiments, the padlock probe is extended using one or more DNA polymerases.
In some embodiments, a padlock probe includes a primer for producing the complementary strand of a nucleic acid hybridized to the padlock probe, e.g., a primer for DNA polymerase and/or reverse transcription. The nucleic acid, e.g., DNA and/or cDNA, molecules generated by the extension reaction incorporate the sequence of the padlock probe. The extension of the padlock probe, e.g., a DNA polymerase and/or reverse transcription reaction, can be performed using a variety of suitable enzymes and protocols.
In some embodiments, a full-length DNA (e.g., cDNA) molecule is generated. In some embodiments, a “full-length” DNA molecule refers to the whole of the captured nucleic acid molecule. However, if a nucleic acid (e.g., RNA) was partially degraded in the tissue sample, then the captured nucleic acid molecules will not be the same length as the initial RNA in the tissue sample. In some embodiments, the 3′ end of the extended probes, e.g., first strand cDNA molecules, is modified. For example, a linker or adaptor can be ligated to the 3′ end of the extended probes. This can be achieved using single stranded ligation enzymes such as T4 RNA ligase or Circligase™ (available from Lucigen, Middleton, Wis.). In some embodiments, template switching oligonucleotides are used to extend cDNA in order to generate a full-length cDNA (or as close to a full-length cDNA as possible). In some embodiments, a second strand synthesis helper probe (a partially double stranded DNA molecule capable of hybridizing to the 3′ end of the extended padlock probe), can be ligated to the 3′ end of the extended probe, e.g., first strand cDNA, molecule using a double stranded ligation enzyme such as T4 DNA ligase. Other enzymes appropriate for the ligation step are known in the art and include, e.g., Tth DNA ligase, Taq DNA ligase, Thermococcus sp. (strain 9° N) DNA ligase (9° N™ DNA ligase, New England Biolabs), Ampligase™ (available from Lucigen, Middleton, Wis.), and SplintR (available from New England Biolabs, Ipswich, Mass.). In some embodiments, a polynucleotide tail, e.g., a poly(A) tail, is incorporated at the 3′ end of the extended probe molecules. In some embodiments, the polynucleotide tail is incorporated using a terminal transferase active enzyme.
In some embodiments, double-stranded extended padlock probes are treated to remove any unextended padlock probes prior to amplification and/or analysis, e.g., sequence analysis. This can be achieved by a variety of methods, e.g., using an enzyme to degrade the unextended probes, such as an exonuclease enzyme, or purification columns.
In some embodiments, extended padlock probes are amplified to yield quantities that are sufficient for analysis, e.g., via DNA sequencing. In some embodiments, the first strand of the extended padlock probes (e.g., DNA and/or cDNA molecules) acts as a template for the amplification reaction (e.g., a polymerase chain reaction).
In some embodiments, the amplification reaction incorporates an affinity group onto the extended padlock probe (e.g., RNA-cDNA hybrid) using a primer including the affinity group. In some embodiments, the primer includes an affinity group and the extended padlock probes includes the affinity group. The affinity group can correspond to any of the affinity groups described previously.
In some embodiments, the extended padlock probes including the affinity group can be coupled to a substrate specific for the affinity group. In some embodiments, the substrate can include an antibody or antibody fragment. In some embodiments, the substrate includes avidin or streptavidin and the affinity group includes biotin. In some embodiments, the substrate includes maltose and the affinity group includes maltose-binding protein. In some embodiments, the substrate includes maltose-binding protein and the affinity group includes maltose. In some embodiments, amplifying the extended padlock probes can function to release the extended probes from the surface of the substrate, insofar as copies of the extended probes are not immobilized on the substrate.
In some embodiments, the extended padlock probe or complement or amplicon thereof is released. The step of releasing the extended padlock probe or complement or amplicon thereof from the surface of the substrate can be achieved in a number of ways. In some embodiments, an extended padlock probe or a complement thereof is released from the array by nucleic acid cleavage and/or by denaturation (e.g., by heating to denature a double-stranded molecule).
In some embodiments, the extended padlock probe or complement or amplicon thereof is released from the surface of the substrate (e.g., array) by physical means. For example, where the extended padlock probe is indirectly immobilized on the array substrate, e.g., via hybridization to a surface probe, it can be sufficient to disrupt the interaction between the extended padlock probe and the surface probe. Methods for disrupting the interaction between nucleic acid molecules include denaturing double stranded nucleic acid molecules are known in the art. A straightforward method for releasing the DNA molecules (i.e., of stripping the array of extended probes) is to use a solution that interferes with the hydrogen bonds of the double stranded molecules. In some embodiments, the extended padlock probe is released by an applying heated solution, such as water or buffer, of at least 85° C., e.g., at least 90, 91, 92, 93, 94, 95, 96, 97, 98, or 99° C. In some embodiments, a solution including salts, surfactants, etc. that can further destabilize the interaction between the nucleic acid molecules is added to release the extended padlock probe from the substrate.
In some embodiments, where the extended padlock probe includes a cleavage domain, the extended padlock probe is released from the surface of the substrate by cleavage. For example, the cleavage domain of the extended padlock probe can be cleaved by any of the methods described herein. In some embodiments, the extended padlock probe is released from the surface of the substrate, e.g., via cleavage of a cleavage domain in the extended padlock probe, prior to the step of amplifying the extended padlock probe.
In some embodiments, probes complementary to the extended padlock probe can be contacted with the substrate. In some embodiments, the biological sample can be in contact with the substrate when the probes are contacted with the substrate. In some embodiments, the biological sample can be removed from the substrate prior to contacting the substrate with probes. In some embodiments, the probes can be labeled with a detectable label (e.g., any of the detectable labels described herein). In some embodiments, probes that do not specially bind (e.g., hybridize) to an extended padlock probe can be washed away. In some embodiments, probes complementary to the extended padlock probe can be detected on the substrate (e.g., imaging, any of the detection methods described herein).
In some embodiments, probes complementary to an extended padlock probe can be about 4 nucleotides to about 100 nucleotides long. In some embodiments, probes (e.g., detectable probes) complementary to an extended padlock probe can be about 10 nucleotides to about 90 nucleotides long. In some embodiments, probes (e.g., detectable probes) complementary to an extended padlock probe can be about 20 nucleotides to about 80 nucleotides long. In some embodiments, probes (e.g., detectable probes) complementary to an extended padlock probe can be about 30 nucleotides to about 60 nucleotides long. In some embodiments, probes (e.g., detectable probes) complementary to an extended padlock probe can be about 40 nucleotides to about 50 nucleotides long. In some embodiments, probes (e.g., detectable probes) complementary to an extended padlock probe can be about 5, about 6, about 7, about 8, about 9, about 10, about 11, about 12, about 13, about 14, about 15, about 16, about 17, about 18, about 19, about 20, about 21, about 22, about 23, about 24, about 25, about 26, about 27, about 28, about 29, about 30, about 31, about 32, about 33, about 34, about 35, about 36, about 37, about 38, about 39, about 40, about 41, about 42, about 43, about 44, about 45, about 46, about 47, about 48, about 49, about 50, about 51, about 52, about 53, about 54, about 55, about 56, about 57, about 58, about 59, about 60, about 61, about 62, about 63, about 64, about 65, about 66, about 67, about 68, about 69, about 70, about 71, about 72, about 73, about 74, about 75, about 76, about 77, about 78, about 79, about 80, about 81, about 82, about 83, about 84, about 85, about 86, about 87, about 88, about 89, about 90, about 91, about 92, about 93, about 94, about 95, about 96, about 97, about 98, and about 99 nucleotides long.
In some embodiments, about 1 to about 100 probes can be contacted to the substrate and specifically bind (e.g., hybridize) to an extended padlock probe. In some embodiments, about 1 to about 10 probes can be contacted to the substrate and specifically bind (e.g., hybridize) to an extended padlock probe. In some embodiments, about 10 to about 100 probes can be contacted to the substrate and specifically bind (e.g., hybridize) to an extended padlock probe. In some embodiments, about 20 to about 90 probes can be contacted to the substrate and specifically bind (e.g., hybridize) to an extended padlock probe. In some embodiments, about 30 to about 80 probes (e.g., detectable probes) can be contacted to the substrate and specifically bind (e.g., hybridize) to an extended padlock probe. In some embodiments, about 40 to about 70 probes can be contacted to the substrate and specifically bind (e.g., hybridize) to an extended padlock probe. In some embodiments, about 50 to about 60 probes can be contacted to the substrate and specifically bind (e.g., hybridize) to an extended padlock probe. In some embodiments, about 2, about 3, about 4, about 5, about 6, about 7, about 8, about 9, about 10, about 11, about 12, about 13, about 14, about 15, about 16, about 17, about 18, about 19, about 20, about 21, about 22, about 23, about 24, about 25, about 26, about 27, about 28, about 29, about 30, about 31, about 32, about 33, about 34, about 35, about 36, about 37, about 38, about 39, about 40, about 41, about 42, about 43, about 44, about 45, about 46, about 47, about 48, about 49, about 50, about 51, about 52, about 53, about 54, about 55, about 56, about 57, about 58, about 59, about 60, about 61, about 62, about 63, about 64, about 65, about 66, about 67, about 68, about 69, about 70, about 71, about 72, about 73, about 74, about 75, about 76, about 77, about 78, about 79, about 80, about 81, about 82, about 83, about 84, about 85, about 86, about 87, about 88, about 89, about 90, about 91, about 92, about 93, about 94, about 95, about 96, about 97, about 98, and about 99 probes can be contacted to the substrate and specifically bind (e.g., hybridize) to an extended capture padlock.
In some embodiments, the probes can be complementary to a single analyte (e.g., a single gene). In some embodiments, the probes can be complementary to one or more analytes (e.g., analytes in a family of genes). In some embodiments, the probes (e.g., detectable probes) can be for a panel of genes associated with a disease (e.g., cancer, Alzheimer's disease, Parkinson's disease).
In some instances, the padlock probe can be amplified or copied, creating a plurality of cDNA molecules. In some embodiments, cDNA can be denatured from the padlock probe template and transferred (e.g., to a clean tube) for amplification, and/or library construction. The spatially-barcoded cDNA can be amplified via PCR prior to library construction. The cDNA can then be enzymatically fragmented and size-selected in order to optimize for cDNA amplicon size. P5 and P7 sequences directed to capturing the amplicons on a sequencing flowcell (e.g., Illumina sequencing instruments) can be appended to the amplicons, i7, and i5 can be used as sample indexes, and TruSeq Read 2 can be added via End Repair, A-tailing, Adaptor Ligation, and PCR. The cDNA fragments can then be sequenced using paired-end sequencing using TruSeq Read 1 and TruSeq Read 2 as sequencing primer sites. A skilled artisan will understand that additional or alternative sequences used by other sequencing instruments or technologies are also equally applicable for use in the aforementioned methods as the current methods are not limited to any a particular sequencing platform.
In some embodiments, where a sample is barcoded directly via hybridization with padlock probes or analyte capture agents hybridized, bound, or associated with either the cell surface, or introduced into the cell, as described above, sequencing can be performed on the intact sample.
A wide variety of different sequencing methods can be used to analyze the barcoded analyte or moiety. In general, sequenced 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 or DNA/RNA hybrids, and nucleic acid molecules with a nucleotide analog).
Sequencing of polynucleotides can be performed by various systems. More generally, sequencing can be performed using nucleic acid amplification, polymerase chain reaction (PCR) (e.g., digital PCR and droplet digital PCR (ddPCR), quantitative PCR, real time PCR, multiplex PCR, PCR-based single plex methods, emulsion PCR), and/or isothermal amplification. Non-limiting examples of methods for sequencing genetic material include, but are not limited to, DNA hybridization methods (e.g., Southern blotting), restriction enzyme digestion methods, Sanger sequencing methods, next-generation sequencing methods (e.g., single-molecule real-time sequencing, sequence by synthesis sequencing, nanopore sequencing, and Polony sequencing), ligation methods, and microarray methods.
In some embodiments, a capture domain as described herein (e.g., on a padlock probe) is blocked, thereby preventing an unwanted hybridization to the capture domain. In some embodiments, a blocking probe or chemical moiety is used to block or modify the free 3′ end of the padlock probe capture domain. In some embodiments, a blocking probe can be hybridized to the padlock probe capture domain of the second probe to mask the free 3′ end of the padlock probe capture domain. In some embodiments, a blocking probe can be a hairpin probe or partially double stranded probe. In some embodiments, the free 3′ end of the padlock probe capture domain of the second probe can be blocked by chemical modification, e.g., addition of an azidomethyl group as a chemically reversible capping moiety such that the capture probes do not include a free 3′ end. Blocking or modifying the padlock probe capture domain, particularly at the free 3′ end of the padlock probe capture domain, prior to contacting second probe with the substrate, prevents hybridization of the second probe to the capture domain (e.g., prevents the capture of a poly(A) of a padlock probe capture domain to a poly(T) capture domain). In some embodiments, a blocking probe can be referred to as a padlock probe capture domain blocking moiety.
1. Biological Samples and Analytes
Methods disclosed herein can be performed on any type of sample. In some embodiments, the sample is a fresh tissue sample. In some instances, the biological sample is a tissue, a tissue section, an organ, an organism, or a cell culture sample. In some instances, the biological sample is a formalin-fixed, paraffin-embedded (FFPE) sample, a frozen sample, or a fresh sample.
In some embodiments, the analyte includes one or more of RNA, DNA, a protein, a small molecule, and a metabolite. In some embodiments, the analyte (e.g., target analyte) is a single-stranded oligonucleotide. In some embodiments, the single-stranded oligonucleotide is RNA. In some embodiments, the RNA is mRNA. In some embodiments, the mRNA is an mRNA of interest. In some embodiments, the multiple target analytes are detected. The multiple targets can, in some instances, include sequences that have at least 80%, at least 85%, at least 90%, at least 91%, at least 92%, at least 93%, at least 94%, at least 95%, at least 96%, at least 97%, at least 98%, or at least 99% sequence identity to each other. In some instances, the multiple targets each include one or more conserved sequences. In some instances, the multiple targets are mRNAs that encode for proteins that have a similar function. In some instances, the multiple targets are mRNAs that encode for proteins that function in the same or a similar cellular pathway.
Subjects from which biological samples can be obtained can be healthy or asymptomatic individuals that have or are suspected of having a disease (e.g., cancer) or a pre-disposition to a disease, and/or individuals that are in need of therapy or suspected of needing therapy. In some instances, the biological sample can include one or more diseased cells. A diseased cell can have altered metabolic properties, gene expression, protein expression, and/or morphologic features. Examples of diseases include inflammatory disorders, metabolic disorders, nervous system disorders, and cancer. In some instances, the biological sample includes cancer or tumor cells. Cancer cells can be derived from solid tumors, hematological malignancies, cell lines, or obtained as circulating tumor cells. In some instances, the biological sample is a heterogenous sample. In some instances, the biological sample is a heterogenous sample that includes tumor or cancer cells and/or stromal cells,
In some embodiments, the biological sample is from a human subject.
FFPE samples generally are heavily cross-linked and fragmented, and therefore this type of sample allows for limited RNA recovery using conventional detection techniques. In certain embodiments, methods of targeted RNA capture provided herein are less affected by RNA degradation associated with FFPE fixation than other methods (e.g., methods that take advantage of poly(T) capture and reverse transcription of mRNA). In certain embodiments, methods provided herein enable sensitive measurement of specific genes of interest that otherwise might be missed with a whole transcriptomic approach.
In some instances, FFPE samples are stained (e.g., using H&E, immunofluorescence, etc.). The methods disclosed herein are compatible with staining methods that will allow for morphological context overlaid with transcriptomic analysis. However, depending on the need some samples may be stained with only a nuclear stain, such as staining a sample with only hematoxylin and not eosin, the use of DAPI, etc. when location of a cell nucleus is needed.
In some embodiments, a biological sample (e.g. tissue section) can be fixed with methanol, stained with hematoxylin and eosin, and imaged. In some embodiments, fixing, staining, and imaging occurs before one or more probes are hybridized to the sample. Some embodiments of any of the workflows described herein can further include a destaining step (e.g., a hematoxylin and eosin destaining step), after imaging of the sample and prior to permeabilizing the sample. For example, destaining can be performed by performing one or more (e.g., one, two, three, four, or five) washing steps (e.g., one or more (e.g., one, two, three, four, or five) washing steps performed using a buffer including HCl). The images can be used to map spatial gene expression patterns back to the biological sample. A permeabilization enzyme can be used to permeabilize the biological sample directly on the substrate.
In some embodiments, the FFPE sample is deparaffinized, permeabilized, equilibrated, and blocked before target probe oligonucleotides are added. In some embodiments, deparaffinization includes the use of xylenes. In some embodiments, deparaffinization includes multiple washes with xylenes. In some embodiments, deparaffinization includes multiple washes with xylenes followed by removal of xylenes using multiple rounds of graded alcohol washes followed by washing the sample with water. In some aspects, the water is deionized water. In some embodiments, equilibrating and blocking includes incubating the sample in a pre-Hyb buffer. In some embodiments, the pre-Hyb buffer includes yeast tRNA. In some embodiments, permeabilizing a sample includes washing the sample with a phosphate buffer. In some embodiments, the buffer is PBS. In some embodiments, the buffer is PBST.
2. Imaging and Staining
In some instances, biological samples can be stained using a wide variety of stains and staining techniques. In some instances, the biological sample is a section of a tissue (e.g., a 10 μm section). In some instances, the biological sample is dried after placement onto a glass slide. In some instances, the biological sample is dried at 42° C. In some instances, drying occurs for about 1 hour, about 2, hours, about 3 hours, or until the sections become transparent. In some instances, the biological sample can be dried overnight (e.g., in a desiccator at room temperature).
In some embodiments, a sample can be stained using any number of biological stains, including but not limited to, acridine orange, Bismarck brown, carmine, coomassie blue, cresyl violet, DAPI, eosin, ethidium bromide, acid fuchsine, hematoxylin, Hoechst stains, iodine, methyl green, methylene blue, neutral red, Nile blue, Nile red, osmium tetroxide, propidium iodide, rhodamine, or safranin. In some instances, the methods disclosed herein include imaging the biological sample. In some instances, imaging the sample occurs prior to deaminating the biological sample. In some instances, the sample can be stained using known staining techniques, including Can-Grunwald, Giemsa, hematoxylin and eosin (H&E), Jenner's, Leishman, Masson's trichrome, Papanicolaou, Romanowsky, silver, Sudan, Wright's, and/or Periodic Acid Schiff (PAS) staining techniques. PAS staining is typically performed after formalin or acetone fixation. In some instances, the stain is an H&E stain.
In some embodiments, the biological sample can be stained using a detectable label (e.g., radioisotopes, fluorophores, chemiluminescent compounds, bioluminescent compounds, and dyes) as described elsewhere herein. In some embodiments, a biological sample is stained using only one type of stain or one technique. In some embodiments, staining includes biological staining techniques such as H&E staining. In some embodiments, staining includes identifying analytes using fluorescently-conjugated antibodies. In some embodiments, a biological sample is stained using two or more different types of stains, or two or more different staining techniques. For example, a biological sample can be prepared by staining and imaging using one technique (e.g., H&E staining and brightfield imaging), followed by staining and imaging using another technique (e.g., IHC/IF staining and fluorescence microscopy) for the same biological sample.
In some embodiments, biological samples can be destained. Methods of destaining or decoloring a biological sample are known in the art, and generally depend on the nature of the stain(s) applied to the sample. For example, H&E staining can be destained by washing the sample in HCl, or any other acid (e.g., selenic acid, sulfuric acid, hydroiodic acid, benzoic acid, carbonic acid, malic acid, phosphoric acid, oxalic acid, succinic acid, salicylic acid, tartaric acid, sulfurous acid, trichloroacetic acid, hydrobromic acid, hydrochloric acid, nitric acid, orthophosphoric acid, arsenic acid, selenous acid, chromic acid, citric acid, hydrofluoric acid, nitrous acid, isocyanic acid, formic acid, hydrogen selenide, molybdic acid, lactic acid, acetic acid, carbonic acid, hydrogen sulfide, or combinations thereof). In some embodiments, destaining can include 1, 2, 3, 4, 5, or more washes in an acid (e.g., HCl). In some embodiments, destaining can include adding HCl to a downstream solution (e.g., permeabilization solution). In some embodiments, destaining can include dissolving an enzyme used in the disclosed methods (e.g., pepsin) in an acid (e.g., HCl) solution. In some embodiments, after destaining hematoxylin with an acid, other reagents can be added to the destaining solution to raise the pH for use in other applications. For example, SDS can be added to an acid destaining solution in order to raise the pH as compared to the acid destaining solution alone. As another example, in some embodiments, one or more immunofluorescence stains are applied to the sample via antibody coupling. Such stains can be removed using techniques such as cleavage of disulfide linkages via treatment with a reducing agent and detergent washing, chaotropic salt treatment, treatment with antigen retrieval solution, and treatment with an acidic glycine buffer. Methods for multiplexed staining and destaining are described, for example, in Bolognesi et al., J. Histochem. Cytochem. 2017; 65(8): 431-444, Lin et al., Nat Commun. 2015; 6:8390, Pirici et al., J. Histochem. Cytochem. 2009; 57:567-75, and Glass et al., J. Histochem. Cytochem. 2009; 57:899-905, the entire contents of each of which are incorporated herein by reference.
In some embodiments, immunofluorescence or immunohistochemistry protocols (direct and indirect staining techniques) can be performed as a part of, or in addition to, the exemplary spatial workflows presented herein. For example, tissue sections can be fixed according to methods described herein. The biological sample can be transferred to an array (e.g., capture probe array), wherein analytes (e.g., proteins) are probed using immunofluorescence protocols. For example, the sample can be rehydrated, blocked, and permeabilized (3×SSC, 2% BSA, 0.1% Triton X, 1 U/μ1 RNAse inhibitor for 10 minutes at 4° C.) before being stained with fluorescent primary antibodies (1:100 in 3×SSC, 2% BSA, 0.1% Triton X, 1 U/μ1 RNAse inhibitor for 30 minutes at 4° C.). The biological sample can be washed, coverslipped (in glycerol+1 U/μ1 RNAse inhibitor), imaged (e.g., using a confocal microscope or other apparatus capable of fluorescent detection), washed, and processed according to analyte capture or spatial workflows described herein.
In some instances, a glycerol solution and a cover slip can be added to the sample. In some instances, the glycerol solution can include a counterstain (e.g., DAPI).
As used herein, an antigen retrieval buffer can improve antibody capture in IF/IHC protocols. An exemplary protocol for antigen retrieval can be preheating the antigen retrieval buffer (e.g., to 95° C.), immersing the biological sample in the heated antigen retrieval buffer for a predetermined time, and then removing the biological sample from the antigen retrieval buffer and washing the biological sample.
In some embodiments, optimizing permeabilization can be useful for identifying intracellular analytes. Permeabilization optimization can include selection of permeabilization agents, concentration of permeabilization agents, and permeabilization duration. Tissue permeabilization is discussed elsewhere herein.
In some embodiments, blocking an array and/or a biological sample in preparation of labeling the biological sample decreases nonspecific binding of the antibodies to the array and/or biological sample (decreases background). Some embodiments provide for blocking buffers/blocking solutions that can be applied before and/or during application of the label, wherein the blocking buffer can include a blocking agent, and optionally a surfactant and/or a salt solution. In some embodiments, a blocking agent can be bovine serum albumin (BSA), serum, gelatin (e.g., fish gelatin), milk (e.g., non-fat dry milk), casein, polyethylene glycol (PEG), polyvinyl alcohol (PVA), or polyvinylpyrrolidone (PVP), biotin blocking reagent, a peroxidase blocking reagent, levamisole, Carnoy's solution, glycine, lysine, sodium borohydride, pontamine sky blue, Sudan Black, trypan blue, FITC blocking agent, and/or acetic acid. The blocking buffer/blocking solution can be applied to the array and/or biological sample prior to and/or during labeling (e.g., application of fluorophore-conjugated antibodies) to the biological sample.
3. Preparation of Sample for Application of Probes
In some instances, the biological sample is deparaffinized. Deparaffinization can be achieved using any method known in the art. For example, in some instances, the biological samples is treated with a series of washes that include xylene and various concentrations of ethanol. In some instances, methods of deparaffinization include treatment with xylene (e.g., three washes at 5 minutes each). In some instances, the methods further include treatment with ethanol (e.g., 100% ethanol, two washes 10 minutes each; 95% ethanol, two washes 10 minutes each; 70% ethanol, two washes 10 minutes each; 50% ethanol, two washes 10 minutes each). In some instances, after ethanol washes, the biological sample can be washed with deionized water (e.g., two washes for 5 minutes each). It is appreciated that one skilled in the art can adjust these methods to optimize deparaffinization.
In some instances, the biological sample is decrosslinked. In some instances, the biological sample is decrosslinked in a solution containing TE buffer (comprising Tris and EDTA). In some instances, the TE buffer is basic (e.g., at a pH of about 9). In some instances, decrosslinking occurs at about 50° C. to about 80° C. In some instances, decrosslinking occurs at about 70° C. In some instances, decrosslinking occurs for about 1 hour at 70° C. Just prior to decrosslinking, the biological sample can be treated with an acid (e.g., 0.1M HCl for about 1 minute). After the decrosslinking step, the biological sample can be washed (e.g., with 1×PBST).
In some instances, the methods of preparing a biological sample for probe application include permeabilizing the sample. In some instances, the biological sample is permeabilized using a phosphate buffer. In some instances, the phosphate buffer is PBS (e.g., lx PBS). In some instances, the phosphate buffer is PBST (e.g., lx PBST). In some instances, the permeabilization step is performed multiple times (e.g., 3 times at 5 minutes each).
In some instances, the methods of preparing a biological sample for probe application include steps of equilibrating and blocking the biological sample. In some instances, equilibrating is performed using a pre-hybridization (pre-Hyb) buffer. In some instances, the pre-Hyb buffer is RNase-free. In some instances, the pre-Hyb buffer contains no bovine serum albumin (BSA), solutions like Denhardt's, or other potentially nuclease-contaminated biological materials.
In some instances, the equilibrating step is performed multiple times (e.g., 2 times at 5 minutes each; 3 times at 5 minutes each). In some instances, the biological sample is blocked with a blocking buffer. In some instances, the blocking buffer includes a carrier such as tRNA, for example yeast tRNA such as from brewer's yeast (e.g., at a final concentration of 10-20 μg/mL). In some instances, blocking can be performed for 5, 10, 15, 20, 25, or 30 minutes.
Any of the foregoing steps can be optimized for performance. For example, one can vary the temperature. In some instances, the pre-hybridization methods are performed at room temperature. In some instances, the pre-hybridization methods are performed at 4° C. (in some instances, varying the timeframes provided herein).
In some embodiments, also provided herein are kits that include one or more reagents to detect one or more analytes described herein. In some instances, the kit includes a substrate comprising a plurality of capture probes comprising a capture domain. In some instances, the kit includes a plurality of probes (e.g., capture probes, padlock probes, and splint oligonucleotides) as described herein.
A non-limiting example of a kit used to perform any of the methods described herein includes: (a) a substrate comprising a plurality of capture probes comprising a spatial barcode and a capture domain; (b) a system comprising padlock probes and splint oligonucleotides; and (c) instructions for performing the methods provided herein.
Another non-limiting example of a kit used to perform any of the methods described herein includes: (a) an array comprising a plurality of capture probes; (b) padlock probes and splint oligonucleotides; (c) a plurality of enzymes, including a polymerase and a ligase; and (d) instructions for performing the methods provided herein.
A substrate with a plurality of capture probes is contacted with a first oligonucleotide. A capture probe of the plurality has a first docking sequence, a second docking sequence, a barcode, and a capture domain. The first oligonucleotide has a first complementary sequence complementary to the first docking sequence of the capture probe and a second complementary sequence complementary to the second docking sequence of the capture probe. The first docking sequence of the capture probe is hybridized to the first complementary sequence of the first oligonucleotide and the second docking sequence of the capture probe is hybridized to the second complementary sequence of the first oligonucleotide. The 3′ end of the first oligonucleotide is ligated to the 5′ end of the first oligonucleotide, thereby forming a ligation product; and the ligation product is amplified using rolling circle amplification.
A substrate with a plurality of capture probes is contacted with a first oligonucleotide and a second oligonucleotide. A capture probe of the plurality has a first docking sequence, a barcode, and a capture domain. The second oligonucleotide has a second docking sequence, and the first oligonucleotide includes a first complementary sequence that is complementary to the first docking sequence of the capture probe and a second complementary sequence that is complementary to the second docking sequence of the second oligonucleotide. The first docking sequence of the capture probe is hybridized to the first complementary docking sequence of the first oligonucleotide, and the second docking sequence of the second oligonucleotide is hybridized to the second complementary docking sequence of the first oligonucleotide. The 3′ end of the first oligonucleotide is ligated to the 5′ end of the first oligonucleotide, thereby forming a ligation product. The ligation product is amplified using rolling circle amplification to form an amplified ligation product.
A substrate having a plurality of capture probes is contacted with a first oligonucleotide. A capture probe of the plurality has a first docking sequence, a second docking sequence, a barcode, and a capture domain. The first oligonucleotide has a first complementary sequence complementary to the first docking sequence of the capture probe, and a second complementary sequence complementary to the first docking sequence of the capture probe. The first docking sequence and the second docking sequence of the capture probe are hybridized to the first complementary docking sequence and the second complementary docking sequence of the oligonucleotide. The first oligonucleotide is extended. The extended 3′ end of the first oligonucleotide is ligated to the 5′ end of the first oligonucleotide to form a ligation product; and the ligation product is amplified using rolling circle amplification to form an amplified ligation product.
This application claims priority to U.S. Provisional Patent Application No. 62/969,469, filed Feb. 3, 2020. The contents of this application is incorporated herein by reference in its entirety.
Number | Name | Date | Kind |
---|---|---|---|
4683195 | Mullis | Jul 1987 | A |
4683202 | Mullis | Jul 1987 | A |
4800159 | Mullis | Jan 1989 | A |
4883867 | Lee | Nov 1989 | A |
4965188 | Mullis | Oct 1990 | A |
4988617 | Landegren et al. | Jan 1991 | A |
5002882 | Lunnen | Mar 1991 | A |
5130238 | Malek | Jul 1992 | A |
5308751 | Ohkawa | May 1994 | A |
5321130 | Yue | Jun 1994 | A |
5410030 | Yue | Apr 1995 | A |
5436134 | Haugland | Jul 1995 | A |
5455166 | Walker | Oct 1995 | A |
5494810 | Barany et al. | Feb 1996 | A |
5503980 | Cantor | Apr 1996 | A |
5512439 | Hornes | Apr 1996 | A |
5512462 | Cheng | Apr 1996 | A |
5582977 | Yue | Dec 1996 | A |
5599675 | Brenner | Feb 1997 | A |
5641658 | Adams | Jun 1997 | A |
5648245 | Fire et al. | Jul 1997 | A |
5658751 | Yue | Aug 1997 | A |
5695940 | Drmanac et al. | Dec 1997 | A |
5750341 | Macevicz | May 1998 | A |
5763175 | Brenner | Jun 1998 | A |
5830711 | Barany et al. | Nov 1998 | A |
5837832 | Chee et al. | Nov 1998 | A |
5854033 | Lizardi | Dec 1998 | A |
5863753 | Haugland | Jan 1999 | A |
5871921 | Landegren et al. | Feb 1999 | A |
5912148 | Eggerding | Jun 1999 | A |
5925545 | Reznikoff et al. | Jul 1999 | A |
5928906 | Koester et al. | Jul 1999 | A |
5958775 | Wickstrrom | Sep 1999 | A |
5965443 | Reznikoff et al. | Oct 1999 | A |
6013440 | Lipshutz | Jan 2000 | A |
6027889 | Barany et al. | Feb 2000 | A |
6054274 | Sampson et al. | Apr 2000 | A |
6060240 | Kamb et al. | May 2000 | A |
6130073 | Eggerding | Oct 2000 | A |
6143496 | Brown | Nov 2000 | A |
6153389 | Haarer | Nov 2000 | A |
6159736 | Reznikoff et al. | Dec 2000 | A |
6165714 | Lane et al. | Dec 2000 | A |
6210891 | Nyren | Apr 2001 | B1 |
6210894 | Brennan | Apr 2001 | B1 |
6214587 | Dattagupta | Apr 2001 | B1 |
6251639 | Kurn | Jun 2001 | B1 |
6258568 | Nyren | Jul 2001 | B1 |
6266459 | Walt | Jul 2001 | B1 |
6268148 | Barany et al. | Jul 2001 | B1 |
6274320 | Rothberg | Aug 2001 | B1 |
6291180 | Chu | Sep 2001 | B1 |
6291187 | Kingsmore et al. | Sep 2001 | B1 |
6300063 | Lipshutz et al. | Oct 2001 | B1 |
6309824 | Drmanac | Oct 2001 | B1 |
6323009 | Lasken et al. | Nov 2001 | B1 |
6344316 | Lockhart | Feb 2002 | B1 |
6344329 | Lizardi et al. | Feb 2002 | B1 |
6355431 | Chee | Mar 2002 | B1 |
6368801 | Faruqi | Apr 2002 | B1 |
6401267 | Drmanac | Jun 2002 | B1 |
6404907 | Gilchrist | Jun 2002 | B1 |
6432360 | Church et al. | Aug 2002 | B1 |
6503713 | Rana | Jan 2003 | B1 |
6506561 | Cheval et al. | Jan 2003 | B1 |
6534266 | Singer | Mar 2003 | B1 |
6544732 | Chee | Apr 2003 | B1 |
6573043 | Cohen et al. | Jun 2003 | B1 |
6579695 | Lambalot | Jun 2003 | B1 |
6620584 | Chee | Sep 2003 | B1 |
6632641 | Brennan | Oct 2003 | B1 |
6737236 | Pieken et al. | May 2004 | B1 |
6770441 | Dickinson | Aug 2004 | B2 |
6773886 | Kaufman | Aug 2004 | B2 |
6787308 | Balasubramanian | Sep 2004 | B2 |
6797470 | Barany et al. | Sep 2004 | B2 |
6800453 | Labaer | Oct 2004 | B2 |
6812005 | Fan et al. | Nov 2004 | B2 |
6828100 | Ronaghi | Dec 2004 | B1 |
6833246 | Balasubramanian | Dec 2004 | B2 |
6852487 | Barany et al. | Feb 2005 | B1 |
6859570 | Walt | Feb 2005 | B2 |
6864052 | Drmanac | Mar 2005 | B1 |
6867028 | Janulaitis | Mar 2005 | B2 |
6872816 | Hall et al. | Mar 2005 | B1 |
6875572 | Prudent et al. | Apr 2005 | B2 |
6890741 | Fan et al. | May 2005 | B2 |
6897023 | Fu | May 2005 | B2 |
6913881 | Aizenstein et al. | Jul 2005 | B1 |
6942968 | Dickinson et al. | Sep 2005 | B1 |
7011944 | Prudent et al. | Mar 2006 | B2 |
7057026 | Barnes | Jun 2006 | B2 |
7083980 | Reznikoff et al. | Aug 2006 | B2 |
7115400 | Adessi | Oct 2006 | B1 |
7118883 | Inoue | Oct 2006 | B2 |
7166431 | Chee et al. | Jan 2007 | B2 |
7192735 | Lambalot | Mar 2007 | B2 |
7211414 | Hardin | May 2007 | B2 |
7255994 | Lao | Aug 2007 | B2 |
7258976 | Mitsubashi | Aug 2007 | B2 |
7282328 | Kong et al. | Oct 2007 | B2 |
7297518 | Quake | Nov 2007 | B2 |
7329492 | Hardin | Feb 2008 | B2 |
7358047 | Hafner et al. | Apr 2008 | B2 |
7361488 | Fan et al. | Apr 2008 | B2 |
7378242 | Hurt | May 2008 | B2 |
7393665 | Brenner | Jul 2008 | B2 |
7405281 | Xu | Jul 2008 | B2 |
7407757 | Brenner | Aug 2008 | B2 |
7473767 | Dimitrov | Jan 2009 | B2 |
7499806 | Kermani et al. | Mar 2009 | B2 |
7537897 | Brenner | May 2009 | B2 |
7563576 | Chee | Jul 2009 | B2 |
7579153 | Brenner | Aug 2009 | B2 |
7582420 | Oliphant et al. | Sep 2009 | B2 |
7601498 | Mao | Oct 2009 | B2 |
7608434 | Reznikoff et al. | Oct 2009 | B2 |
7611869 | Fan | Nov 2009 | B2 |
7635566 | Brenner | Dec 2009 | B2 |
7666612 | Johnsson | Feb 2010 | B2 |
7674752 | He | Mar 2010 | B2 |
7709198 | Luo et al. | May 2010 | B2 |
7776547 | Roth | Aug 2010 | B2 |
7776567 | Mao | Aug 2010 | B2 |
7803943 | Mao | Sep 2010 | B2 |
7888009 | Barany et al. | Feb 2011 | B2 |
7892747 | Barany et al. | Feb 2011 | B2 |
7910304 | Drmanac | Mar 2011 | B2 |
7914981 | Barany et al. | Mar 2011 | B2 |
7955794 | Shen et al. | Jun 2011 | B2 |
7960119 | Chee | Jun 2011 | B2 |
7985565 | Mayer et al. | Jul 2011 | B2 |
8003354 | Shen et al. | Aug 2011 | B2 |
8076063 | Fan | Dec 2011 | B2 |
8092784 | Mao | Jan 2012 | B2 |
8148068 | Brenner | Apr 2012 | B2 |
8206917 | Chee | Jun 2012 | B2 |
8268554 | Schallmeiner | Sep 2012 | B2 |
8288103 | Oliphant | Oct 2012 | B2 |
8288122 | O'Leary et al. | Oct 2012 | B2 |
8383338 | Kitzman | Feb 2013 | B2 |
8431691 | McKernan et al. | Apr 2013 | B2 |
8460865 | Chee | Jun 2013 | B2 |
8481257 | Van Eijk | Jul 2013 | B2 |
8481258 | Church et al. | Jul 2013 | B2 |
8481292 | Casbon | Jul 2013 | B2 |
8481698 | Lieberman et al. | Jul 2013 | B2 |
8507204 | Pierce et al. | Aug 2013 | B2 |
8519115 | Webster et al. | Aug 2013 | B2 |
8551710 | Bernitz et al. | Oct 2013 | B2 |
8568979 | Stuelpnagel et al. | Oct 2013 | B2 |
8586310 | Mitra | Nov 2013 | B2 |
8597891 | Barany et al. | Dec 2013 | B2 |
8603743 | Liu et al. | Dec 2013 | B2 |
8604182 | Luo et al. | Dec 2013 | B2 |
8614073 | Van Eijk | Dec 2013 | B2 |
8624016 | Barany et al. | Jan 2014 | B2 |
8685889 | Van Eijk | Apr 2014 | B2 |
8741564 | Seligmann | Jun 2014 | B2 |
8741606 | Casbon | Jun 2014 | B2 |
8771950 | Church et al. | Jul 2014 | B2 |
8785353 | Van Eijk | Jul 2014 | B2 |
8790873 | Namsaraev et al. | Jul 2014 | B2 |
8809238 | Livak et al. | Aug 2014 | B2 |
8815512 | Van Eijk | Aug 2014 | B2 |
8835358 | Fodor | Sep 2014 | B2 |
8865410 | Shendure | Oct 2014 | B2 |
8906626 | Oliphant et al. | Dec 2014 | B2 |
8911945 | Van Eijk | Dec 2014 | B2 |
8936912 | Mitra | Jan 2015 | B2 |
8951726 | Luo et al. | Feb 2015 | B2 |
8951728 | Rasmussen | Feb 2015 | B2 |
8986926 | Ferree et al. | Mar 2015 | B2 |
9005891 | Sinicropi et al. | Apr 2015 | B2 |
9005935 | Belyaev | Apr 2015 | B2 |
9023768 | Van Eijk | May 2015 | B2 |
9062348 | Van Eijk | Jun 2015 | B1 |
9080210 | Van Eijk | Jul 2015 | B2 |
9194001 | Brenner | Nov 2015 | B2 |
9201063 | Sood et al. | Dec 2015 | B2 |
9273349 | Nguyen et al. | Mar 2016 | B2 |
9290808 | Fodor | Mar 2016 | B2 |
9290809 | Fodor | Mar 2016 | B2 |
9328383 | Van Eijk | May 2016 | B2 |
9334536 | Van Eijk | May 2016 | B2 |
9371563 | Geiss et al. | Jun 2016 | B2 |
9371598 | Chee | Jun 2016 | B2 |
9376716 | Van Eijk | Jun 2016 | B2 |
9376717 | Gao et al. | Jun 2016 | B2 |
9376719 | Eijk | Jun 2016 | B2 |
9416409 | Hayden | Aug 2016 | B2 |
9447459 | Van Eijk | Sep 2016 | B2 |
9453256 | Van Eijk | Sep 2016 | B2 |
9493820 | Van Eijk | Nov 2016 | B2 |
9506061 | Brown et al. | Nov 2016 | B2 |
9512422 | Barnard et al. | Dec 2016 | B2 |
9574230 | Van Eijk | Feb 2017 | B2 |
9593365 | Frisen et al. | Mar 2017 | B2 |
9598728 | Barany et al. | Mar 2017 | B2 |
9624538 | Church et al. | Apr 2017 | B2 |
9644204 | Hindson et al. | May 2017 | B2 |
9657335 | Van Eijk | May 2017 | B2 |
9670542 | Van Eijk | Jun 2017 | B2 |
9694361 | Bharadwaj | Jul 2017 | B2 |
9702004 | Van Eijk | Jul 2017 | B2 |
9714446 | Webster et al. | Jul 2017 | B2 |
9714937 | Dunaway | Jul 2017 | B2 |
9727810 | Fodor et al. | Aug 2017 | B2 |
9745627 | Van Eijk | Aug 2017 | B2 |
9777324 | Van Eijk | Oct 2017 | B2 |
9783841 | Nolan et al. | Oct 2017 | B2 |
9790476 | Gloeckner et al. | Oct 2017 | B2 |
9816134 | Namsaraev | Nov 2017 | B2 |
9834814 | Peter et al. | Dec 2017 | B2 |
9850536 | Oliphant et al. | Dec 2017 | B2 |
9856521 | Stevens et al. | Jan 2018 | B2 |
9868979 | Chee et al. | Jan 2018 | B2 |
9879313 | Chee et al. | Jan 2018 | B2 |
9896721 | Van Eijk | Feb 2018 | B2 |
9898576 | Van Eijk | Feb 2018 | B2 |
9898577 | Van Eijk | Feb 2018 | B2 |
9902991 | Sinicropi et al. | Feb 2018 | B2 |
9909167 | Samusik et al. | Mar 2018 | B2 |
9938566 | Shepard et al. | Apr 2018 | B2 |
9957550 | Yeakley et al. | May 2018 | B2 |
10002316 | Fodor et al. | Jun 2018 | B2 |
10023907 | Van Eijk | Jul 2018 | B2 |
10030261 | Frisen et al. | Jul 2018 | B2 |
10035992 | Gloeckner et al. | Jul 2018 | B2 |
10041949 | Bendall et al. | Aug 2018 | B2 |
10059989 | Giresi et al. | Aug 2018 | B2 |
10059990 | Boyden et al. | Aug 2018 | B2 |
10095832 | Van Eijk | Oct 2018 | B2 |
10144966 | Cantor | Dec 2018 | B2 |
10208982 | Bannish et al. | Feb 2019 | B2 |
10227639 | Levner et al. | Mar 2019 | B2 |
10273541 | Hindson et al. | Apr 2019 | B2 |
10357771 | Bharadwaj | Jul 2019 | B2 |
10370698 | Nolan et al. | Aug 2019 | B2 |
10415080 | Dunaway et al. | Sep 2019 | B2 |
10465235 | Gullberg et al. | Nov 2019 | B2 |
10472669 | Chee | Nov 2019 | B2 |
10480022 | Chee | Nov 2019 | B2 |
10480029 | Bent et al. | Nov 2019 | B2 |
10494667 | Chee | Dec 2019 | B2 |
10495554 | Deisseroth et al. | Dec 2019 | B2 |
10501777 | Beechem et al. | Dec 2019 | B2 |
10501791 | Church et al. | Dec 2019 | B2 |
10510435 | Cai et al. | Dec 2019 | B2 |
10544403 | Gloeckner et al. | Jan 2020 | B2 |
10550429 | Harada et al. | Feb 2020 | B2 |
10590244 | Delaney et al. | Mar 2020 | B2 |
10633648 | Seelig et al. | Apr 2020 | B2 |
10640816 | Beechem et al. | May 2020 | B2 |
10640826 | Church et al. | May 2020 | B2 |
10669569 | Gullberg et al. | Jun 2020 | B2 |
10724078 | Van Driel et al. | Jul 2020 | B2 |
10725027 | Bell | Jul 2020 | B2 |
10774372 | Chee et al. | Sep 2020 | B2 |
10774374 | Frisen et al. | Sep 2020 | B2 |
10787701 | Chee | Sep 2020 | B2 |
10815519 | Husain et al. | Oct 2020 | B2 |
10829803 | Terbrueggen et al. | Nov 2020 | B2 |
10844426 | Daugharthy et al. | Nov 2020 | B2 |
10858698 | Church et al. | Dec 2020 | B2 |
10858702 | Lucero et al. | Dec 2020 | B2 |
10913975 | So et al. | Feb 2021 | B2 |
10914730 | Chee et al. | Feb 2021 | B2 |
10927403 | Chee et al. | Feb 2021 | B2 |
10961566 | Chee | Mar 2021 | B2 |
11008607 | Chee | May 2021 | B2 |
11046996 | Chee et al. | Jun 2021 | B1 |
11067567 | Chee | Jul 2021 | B2 |
11104936 | Zhang et al. | Aug 2021 | B2 |
11118216 | Koshinsky et al. | Sep 2021 | B2 |
11156603 | Chee | Oct 2021 | B2 |
11162132 | Frisen et al. | Nov 2021 | B2 |
11208684 | Chee | Dec 2021 | B2 |
11286515 | Chee et al. | Mar 2022 | B2 |
11293917 | Chee | Apr 2022 | B2 |
11299774 | Frisen et al. | Apr 2022 | B2 |
11313856 | Chee | Apr 2022 | B2 |
11332790 | Chell et al. | May 2022 | B2 |
11352659 | Frisen et al. | Jun 2022 | B2 |
11352667 | Hauling et al. | Jun 2022 | B2 |
11359228 | Chee et al. | Jun 2022 | B2 |
11365442 | Chee | Jun 2022 | B2 |
11371086 | Chee | Jun 2022 | B2 |
11384386 | Chee | Jul 2022 | B2 |
11390912 | Frisen et al. | Jul 2022 | B2 |
11401545 | Chee | Aug 2022 | B2 |
11407992 | Dadhwal | Aug 2022 | B2 |
11408029 | Katiraee et al. | Aug 2022 | B2 |
11434524 | Ramachandran Iyer et al. | Sep 2022 | B2 |
11479809 | Frisen et al. | Oct 2022 | B2 |
11479810 | Chee | Oct 2022 | B1 |
11492612 | Dadhwal | Nov 2022 | B1 |
11505828 | Chell et al. | Nov 2022 | B2 |
11512308 | Gallant et al. | Nov 2022 | B2 |
11519022 | Chee | Dec 2022 | B2 |
11519033 | Schnall-Levin et al. | Dec 2022 | B2 |
11519138 | Meier et al. | Dec 2022 | B2 |
11530438 | Persson et al. | Dec 2022 | B2 |
11535887 | Gallant et al. | Dec 2022 | B2 |
11542543 | Chee | Jan 2023 | B2 |
11549138 | Chee | Jan 2023 | B2 |
11560587 | Chee | Jan 2023 | B2 |
11560592 | Chew et al. | Jan 2023 | B2 |
11560593 | Chell et al. | Jan 2023 | B2 |
11592447 | Uytingco et al. | Feb 2023 | B2 |
11608498 | Gallant et al. | Mar 2023 | B2 |
11608520 | Galonska et al. | Mar 2023 | B2 |
11613773 | Frisen et al. | Mar 2023 | B2 |
11618897 | Kim et al. | Apr 2023 | B2 |
11618918 | Chee et al. | Apr 2023 | B2 |
11624063 | Dadhwal | Apr 2023 | B2 |
11624086 | Uytingco et al. | Apr 2023 | B2 |
11634756 | Chee | Apr 2023 | B2 |
11611626 | Katiraee et al. | May 2023 | B1 |
11649485 | Yin et al. | May 2023 | B2 |
11661626 | Katiraee et al. | May 2023 | B2 |
11680260 | Kim et al. | Jun 2023 | B2 |
11692218 | Engblom et al. | Jul 2023 | B2 |
11702693 | Bharadwaj | Jul 2023 | B2 |
11702698 | Stoeckius | Jul 2023 | B2 |
11732292 | Chee | Aug 2023 | B2 |
11732299 | Ramachandran Iyer | Aug 2023 | B2 |
11732300 | Bava | Aug 2023 | B2 |
11733238 | Chee | Aug 2023 | B2 |
11739372 | Frisen et al. | Aug 2023 | B2 |
11739381 | Chew et al. | Aug 2023 | B2 |
11753673 | Chew et al. | Sep 2023 | B2 |
11753674 | Chee et al. | Sep 2023 | B2 |
11753675 | Ramachandran Iyer | Sep 2023 | B2 |
11761030 | Chee | Sep 2023 | B2 |
11761038 | Stoeckius | Sep 2023 | B1 |
11767550 | Chee | Sep 2023 | B2 |
11768175 | Kim et al. | Sep 2023 | B1 |
11773433 | Gallant et al. | Oct 2023 | B2 |
11781130 | Dadhwal | Oct 2023 | B2 |
11788122 | Frisen et al. | Oct 2023 | B2 |
11795498 | Frisen et al. | Oct 2023 | B2 |
11795507 | Chell et al. | Oct 2023 | B2 |
11808769 | Uytingco et al. | Nov 2023 | B2 |
11821024 | Chee et al. | Nov 2023 | B2 |
11821035 | Bent et al. | Nov 2023 | B1 |
20010055764 | Empendocles et al. | Dec 2001 | A1 |
20020040275 | Cravatt | Apr 2002 | A1 |
20020051986 | Baez et al. | May 2002 | A1 |
20020055100 | Kawashima | May 2002 | A1 |
20020058250 | Firth | May 2002 | A1 |
20020086441 | Baranov et al. | Jul 2002 | A1 |
20020164611 | Bamdad | Nov 2002 | A1 |
20030017451 | Wang et al. | Jan 2003 | A1 |
20030022207 | Balasubramanian | Jan 2003 | A1 |
20030064398 | Barnes | Apr 2003 | A1 |
20030138879 | Lambalot | Jul 2003 | A1 |
20030148335 | Shen et al. | Aug 2003 | A1 |
20030162216 | Gold | Aug 2003 | A1 |
20030165948 | Alsmadi et al. | Sep 2003 | A1 |
20030211489 | Shen et al. | Nov 2003 | A1 |
20030224419 | Corcoran | Dec 2003 | A1 |
20030232348 | Jones et al. | Dec 2003 | A1 |
20030232382 | Brennan | Dec 2003 | A1 |
20030235854 | Chan et al. | Dec 2003 | A1 |
20040033499 | Ilsley et al. | Feb 2004 | A1 |
20040067492 | Peng et al. | Apr 2004 | A1 |
20040082059 | Webb et al. | Apr 2004 | A1 |
20040096853 | Mayer | May 2004 | A1 |
20040106110 | Balasubramanian | Jun 2004 | A1 |
20040235103 | Reznikoff et al. | Nov 2004 | A1 |
20040248325 | Bukusoglu et al. | Dec 2004 | A1 |
20040259105 | Fan et al. | Dec 2004 | A1 |
20050003431 | Wucherpfennig | Jan 2005 | A1 |
20050014203 | Darfler et al. | Jan 2005 | A1 |
20050037393 | Gunderson et al. | Feb 2005 | A1 |
20050048580 | Labaer | Mar 2005 | A1 |
20050064460 | Holliger et al. | Mar 2005 | A1 |
20050095627 | Kolman et al. | May 2005 | A1 |
20050100900 | Kawashima et al. | May 2005 | A1 |
20050130173 | Leamon et al. | Jun 2005 | A1 |
20050136414 | Gunderson et al. | Jun 2005 | A1 |
20050164292 | Farooqui | Jul 2005 | A1 |
20050191656 | Drmanac et al. | Sep 2005 | A1 |
20050191698 | Chee et al. | Sep 2005 | A1 |
20050202433 | Van Beuningen | Sep 2005 | A1 |
20050227271 | Kwon | Oct 2005 | A1 |
20050239119 | Tsukada et al. | Oct 2005 | A1 |
20050260653 | LaBaer | Nov 2005 | A1 |
20050266417 | Barany et al. | Dec 2005 | A1 |
20060046313 | Roth | Mar 2006 | A1 |
20060084078 | Zhao | Apr 2006 | A1 |
20060105352 | Qiao et al. | May 2006 | A1 |
20060154286 | Kong et al. | Jul 2006 | A1 |
20060188901 | Barnes et al. | Aug 2006 | A1 |
20060199183 | Valat et al. | Sep 2006 | A1 |
20060211001 | Yu et al. | Sep 2006 | A1 |
20060216775 | Burkart et al. | Sep 2006 | A1 |
20060240439 | Smith et al. | Oct 2006 | A1 |
20060263789 | Kincaid | Nov 2006 | A1 |
20060275782 | Gunderson et al. | Dec 2006 | A1 |
20060281109 | Barr Ost et al. | Dec 2006 | A1 |
20070020640 | McCloskey et al. | Jan 2007 | A1 |
20070020669 | Ericsson | Jan 2007 | A1 |
20070026430 | Andersen et al. | Feb 2007 | A1 |
20070054288 | Su et al. | Mar 2007 | A1 |
20070087360 | Boyd | Apr 2007 | A1 |
20070099208 | Drmanac et al. | May 2007 | A1 |
20070128624 | Gormley et al. | Jun 2007 | A1 |
20070128656 | Agrawal | Jun 2007 | A1 |
20070134723 | Kozlov et al. | Jun 2007 | A1 |
20070161020 | Luo et al. | Jul 2007 | A1 |
20070166705 | Milton et al. | Jul 2007 | A1 |
20070172873 | Brenner et al. | Jul 2007 | A1 |
20070207482 | Church et al. | Sep 2007 | A1 |
20070254305 | Paik et al. | Nov 2007 | A1 |
20070269805 | Hogers | Nov 2007 | A1 |
20080003586 | Hyde et al. | Jan 2008 | A1 |
20080009420 | Schroth et al. | Jan 2008 | A1 |
20080108082 | Rank et al. | May 2008 | A1 |
20080108804 | Hayashizaki et al. | May 2008 | A1 |
20080132429 | Perov et al. | Jun 2008 | A1 |
20080160580 | Adessi et al. | Jul 2008 | A1 |
20080220434 | Thomas | Sep 2008 | A1 |
20080261204 | Lexow | Oct 2008 | A1 |
20080286795 | Kawashima et al. | Nov 2008 | A1 |
20080293046 | Allawi et al. | Nov 2008 | A1 |
20090005252 | Drmanac et al. | Jan 2009 | A1 |
20090006002 | Honisch et al. | Jan 2009 | A1 |
20090018024 | Church et al. | Jan 2009 | A1 |
20090026082 | Rothberg et al. | Jan 2009 | A1 |
20090036323 | van Eijk et al. | Feb 2009 | A1 |
20090082212 | Williams | Mar 2009 | A1 |
20090099041 | Church et al. | Apr 2009 | A1 |
20090105959 | Braverman et al. | Apr 2009 | A1 |
20090117573 | Fu et al. | May 2009 | A1 |
20090127589 | Rothberg et al. | May 2009 | A1 |
20090155781 | Drmanac et al. | Jun 2009 | A1 |
20090170713 | van Eijk et al. | Jul 2009 | A1 |
20090202998 | Schlumpberger et al. | Aug 2009 | A1 |
20090233802 | Bignell et al. | Sep 2009 | A1 |
20090253581 | van Eijk et al. | Oct 2009 | A1 |
20090283407 | Van Eijk | Nov 2009 | A1 |
20090291854 | Weisinger-Mayr et al. | Nov 2009 | A1 |
20090312193 | Kim et al. | Dec 2009 | A1 |
20100035249 | Hayashizaki et al. | Feb 2010 | A1 |
20100069263 | Shendure et al. | Mar 2010 | A1 |
20100105052 | Drmanac et al. | Apr 2010 | A1 |
20100120097 | Matz et al. | May 2010 | A1 |
20100120098 | Grunenwald et al. | May 2010 | A1 |
20100129874 | Mitra et al. | May 2010 | A1 |
20100145037 | Brive et al. | Jun 2010 | A1 |
20100173384 | Johnsson et al. | Jul 2010 | A1 |
20100184618 | Namsaraev et al. | Jul 2010 | A1 |
20100210475 | Lee et al. | Aug 2010 | A1 |
20100227329 | Cuppens | Sep 2010 | A1 |
20100273219 | May et al. | Oct 2010 | A1 |
20100273679 | Cuppoletti | Oct 2010 | A1 |
20110028685 | Purkayastha et al. | Feb 2011 | A1 |
20110033854 | Drmanac et al. | Feb 2011 | A1 |
20110045462 | Fu et al. | Feb 2011 | A1 |
20110059436 | Hardin et al. | Mar 2011 | A1 |
20110111409 | Sinicropi et al. | May 2011 | A1 |
20110152111 | Illumina | Jun 2011 | A1 |
20110245101 | Chee et al. | Oct 2011 | A1 |
20110245111 | Chee | Oct 2011 | A1 |
20110287435 | Grunenwald et al. | Nov 2011 | A1 |
20120021930 | Schoen et al. | Jan 2012 | A1 |
20120046175 | Rodesch et al. | Feb 2012 | A1 |
20120046178 | Van Den Boom et al. | Feb 2012 | A1 |
20120065081 | Chee | Mar 2012 | A1 |
20120135871 | van Eijk et al. | May 2012 | A1 |
20120202698 | van Eijk et al. | Aug 2012 | A1 |
20120202704 | Fan et al. | Aug 2012 | A1 |
20120220479 | Ericsson et al. | Aug 2012 | A1 |
20120245053 | Shirai et al. | Sep 2012 | A1 |
20120252702 | Muratani et al. | Oct 2012 | A1 |
20120258871 | Kozlov et al. | Oct 2012 | A1 |
20120289414 | Mitra et al. | Nov 2012 | A1 |
20120301925 | Belyaev | Nov 2012 | A1 |
20130005594 | Terbrueggen et al. | Jan 2013 | A1 |
20130005600 | Olek | Jan 2013 | A1 |
20130023433 | Luo et al. | Jan 2013 | A1 |
20130035239 | Kong et al. | Feb 2013 | A1 |
20130065768 | Zheng et al. | Mar 2013 | A1 |
20130079232 | Kain et al. | Mar 2013 | A1 |
20130171621 | Luo et al. | Jul 2013 | A1 |
20130244884 | Jacobson et al. | Sep 2013 | A1 |
20130261019 | Lin et al. | Oct 2013 | A1 |
20130302801 | Asbury et al. | Nov 2013 | A1 |
20130338042 | Shen et al. | Dec 2013 | A1 |
20140066318 | Frisen et al. | Mar 2014 | A1 |
20140121118 | Warner | May 2014 | A1 |
20140270435 | Dunn | Sep 2014 | A1 |
20140274731 | Raymond et al. | Sep 2014 | A1 |
20140323330 | Glezer et al. | Oct 2014 | A1 |
20140342921 | Weiner | Nov 2014 | A1 |
20140378350 | Hindson et al. | Dec 2014 | A1 |
20150000854 | Gann-Fetter et al. | Jan 2015 | A1 |
20150292988 | Bharadwaj et al. | Oct 2015 | A1 |
20150344942 | Frisen et al. | Dec 2015 | A1 |
20160019337 | Roberts et al. | Jan 2016 | A1 |
20160024576 | Chee | Jan 2016 | A1 |
20160041159 | Labaer et al. | Feb 2016 | A1 |
20160060687 | Zhu et al. | Mar 2016 | A1 |
20160108458 | Frei et al. | Apr 2016 | A1 |
20160122817 | Jarosz et al. | May 2016 | A1 |
20160138091 | Chee et al. | May 2016 | A1 |
20160145677 | Chee et al. | May 2016 | A1 |
20160194692 | Gore et al. | Jul 2016 | A1 |
20160201125 | Samuels et al. | Jul 2016 | A1 |
20160253584 | Fodor et al. | Sep 2016 | A1 |
20160289740 | Fu et al. | Oct 2016 | A1 |
20160298180 | Chee | Oct 2016 | A1 |
20160305856 | Boyden et al. | Oct 2016 | A1 |
20160333403 | Chee | Nov 2016 | A1 |
20160376642 | Landegren et al. | Dec 2016 | A1 |
20170009278 | Söderberg et al. | Jan 2017 | A1 |
20170016053 | Beechem et al. | Jan 2017 | A1 |
20170029875 | Zhang et al. | Feb 2017 | A1 |
20170058339 | Chee | Mar 2017 | A1 |
20170058340 | Chee | Mar 2017 | A1 |
20170058345 | Chee | Mar 2017 | A1 |
20170067096 | Wassie et al. | Mar 2017 | A1 |
20170088881 | Chee | Mar 2017 | A1 |
20170089811 | Tillberg et al. | Mar 2017 | A1 |
20170283860 | Kool et al. | Apr 2017 | A1 |
20170166962 | van Eijk et al. | Jun 2017 | A1 |
20170220733 | Zhuang et al. | Aug 2017 | A1 |
20170233722 | Seelig et al. | Aug 2017 | A1 |
20170241911 | Rockel et al. | Aug 2017 | A1 |
20170335297 | Ha et al. | Nov 2017 | A1 |
20170335410 | Driscoll et al. | Nov 2017 | A1 |
20170342405 | Fu et al. | Nov 2017 | A1 |
20170349940 | Morin et al. | Dec 2017 | A1 |
20180051322 | Church et al. | Feb 2018 | A1 |
20180057873 | Zhou et al. | Mar 2018 | A1 |
20180080019 | Blainey et al. | Mar 2018 | A1 |
20180094316 | Oliphant et al. | Apr 2018 | A1 |
20180112261 | Van Driel et al. | Apr 2018 | A1 |
20180127817 | Borchert et al. | May 2018 | A1 |
20180163265 | Zhang et al. | Jun 2018 | A1 |
20180179591 | van Eijk | Jun 2018 | A1 |
20180201925 | Steemers et al. | Jul 2018 | A1 |
20180201980 | Chee et al. | Jul 2018 | A1 |
20180208967 | Larman et al. | Jul 2018 | A1 |
20180216161 | Chen et al. | Aug 2018 | A1 |
20180216162 | Belhocine et al. | Aug 2018 | A1 |
20180237864 | Imler et al. | Aug 2018 | A1 |
20180245142 | So et al. | Aug 2018 | A1 |
20180247017 | van Eijk et al. | Aug 2018 | A1 |
20180291427 | Edelman | Oct 2018 | A1 |
20180291439 | van Eijk et al. | Oct 2018 | A1 |
20180305681 | Jovanovich et al. | Oct 2018 | A1 |
20180312822 | Lee et al. | Nov 2018 | A1 |
20180320226 | Church et al. | Nov 2018 | A1 |
20190055594 | Samusik et al. | Feb 2019 | A1 |
20190064173 | Bharadwaj et al. | Feb 2019 | A1 |
20190071656 | Chang et al. | Mar 2019 | A1 |
20190085383 | Church et al. | Mar 2019 | A1 |
20190119735 | Deisseroth et al. | Apr 2019 | A1 |
20190135774 | Orbai | May 2019 | A1 |
20190145982 | Chee et al. | May 2019 | A1 |
20190161796 | Hauling et al. | May 2019 | A1 |
20190177777 | Chee | Jun 2019 | A1 |
20190177778 | Chee | Jun 2019 | A1 |
20190177789 | Hindson et al. | Jun 2019 | A1 |
20190177800 | Boutet et al. | Jun 2019 | A1 |
20190194709 | Church et al. | Jun 2019 | A1 |
20190203275 | Frisen et al. | Jul 2019 | A1 |
20190218276 | Regev et al. | Jul 2019 | A1 |
20190218608 | Daugharthy et al. | Jul 2019 | A1 |
20190026283 | West et al. | Aug 2019 | A1 |
20190233878 | Delaney et al. | Aug 2019 | A1 |
20190233880 | Mir | Aug 2019 | A1 |
20190249226 | Bent et al. | Aug 2019 | A1 |
20190264268 | Frisen et al. | Aug 2019 | A1 |
20190271028 | Khafizov et al. | Sep 2019 | A1 |
20190271030 | Chee | Sep 2019 | A1 |
20190271031 | Chee | Sep 2019 | A1 |
20190300943 | Chee et al. | Oct 2019 | A1 |
20190300944 | Chee et al. | Oct 2019 | A1 |
20190300945 | Chee et al. | Oct 2019 | A1 |
20190309353 | Chee | Oct 2019 | A1 |
20190309354 | Chee | Oct 2019 | A1 |
20190309355 | Chee | Oct 2019 | A1 |
20190323071 | Chee | Oct 2019 | A1 |
20190323088 | Boutet et al. | Oct 2019 | A1 |
20190330617 | Church et al. | Oct 2019 | A1 |
20190338353 | Belgrader et al. | Nov 2019 | A1 |
20190360034 | Zhou et al. | Nov 2019 | A1 |
20190360043 | Pham et al. | Nov 2019 | A1 |
20190367969 | Belhocine et al. | Dec 2019 | A1 |
20190367982 | Belhocine et al. | Dec 2019 | A1 |
20190367997 | Bent et al. | Dec 2019 | A1 |
20200002763 | Belgrader et al. | Jan 2020 | A1 |
20200010891 | Beechem et al. | Jan 2020 | A1 |
20200024641 | Nolan et al. | Jan 2020 | A1 |
20200047010 | Lee et al. | Feb 2020 | A1 |
20200048690 | Chee | Feb 2020 | A1 |
20200063191 | Kennedy-Darling et al. | Feb 2020 | A1 |
20200063195 | Chee | Feb 2020 | A1 |
20200063196 | Chee | Feb 2020 | A1 |
20200071751 | Daugharthy et al. | Mar 2020 | A1 |
20200080136 | Zhang et al. | Mar 2020 | A1 |
20200109443 | Chee | Apr 2020 | A1 |
20200123597 | Daniel | Apr 2020 | A1 |
20200140920 | Pierce et al. | May 2020 | A1 |
20200173985 | Dong et al. | Jun 2020 | A1 |
20200199565 | Chen et al. | Jun 2020 | A1 |
20200199572 | Kuersten et al. | Jun 2020 | A1 |
20200224244 | Nilsson et al. | Jul 2020 | A1 |
20200239874 | Mikkelsen | Jul 2020 | A1 |
20200239946 | Dewal | Jul 2020 | A1 |
20200256867 | Hennek et al. | Aug 2020 | A1 |
20200277663 | Iyer | Sep 2020 | A1 |
20200277664 | Frenz | Sep 2020 | A1 |
20200283852 | Oliphant et al. | Sep 2020 | A1 |
20200299757 | Chee et al. | Sep 2020 | A1 |
20200325531 | Chee | Oct 2020 | A1 |
20200362398 | Kishi et al. | Nov 2020 | A1 |
20200370095 | Farmer et al. | Nov 2020 | A1 |
20200399687 | Frisen et al. | Dec 2020 | A1 |
20200407781 | Schnall-Levin | Dec 2020 | A1 |
20210010068 | Chee et al. | Jan 2021 | A1 |
20210010070 | Schnall-Levin et al. | Jan 2021 | A1 |
20210017587 | Cai et al. | Jan 2021 | A1 |
20210095331 | Fan et al. | Apr 2021 | A1 |
20210115504 | Cai et al. | Apr 2021 | A1 |
20210123040 | Macosko et al. | Apr 2021 | A1 |
20210140982 | Uytingco et al. | May 2021 | A1 |
20210150707 | Weisenfeld et al. | May 2021 | A1 |
20210155982 | Yin et al. | May 2021 | A1 |
20210158522 | Weisenfeld et al. | May 2021 | A1 |
20210172007 | Chee et al. | Jun 2021 | A1 |
20210189475 | Tentori et al. | Jun 2021 | A1 |
20210190770 | Delaney et al. | Jun 2021 | A1 |
20210198741 | Williams | Jul 2021 | A1 |
20210199660 | Williams et al. | Jul 2021 | A1 |
20210207202 | Chee | Jul 2021 | A1 |
20210214785 | Stoeckius | Jul 2021 | A1 |
20210222235 | Chee | Jul 2021 | A1 |
20210222241 | Bharadwaj | Jul 2021 | A1 |
20210222242 | Iyer | Jul 2021 | A1 |
20210222253 | Uytingco | Jul 2021 | A1 |
20210223227 | Stoeckius | Jul 2021 | A1 |
20210230584 | Mikkelsen et al. | Jul 2021 | A1 |
20210230681 | Patterson et al. | Jul 2021 | A1 |
20210230692 | Daugharthy et al. | Jul 2021 | A1 |
20210237022 | Bava | Aug 2021 | A1 |
20210238581 | Mikkelsen et al. | Aug 2021 | A1 |
20210238664 | Bava et al. | Aug 2021 | A1 |
20210238675 | Bava | Aug 2021 | A1 |
20210247316 | Bava | Aug 2021 | A1 |
20210255175 | Chee et al. | Aug 2021 | A1 |
20210262018 | Bava et al. | Aug 2021 | A1 |
20210262019 | Alvarado Martinez et al. | Aug 2021 | A1 |
20210269864 | Chee | Sep 2021 | A1 |
20210270822 | Chee | Sep 2021 | A1 |
20210285036 | Yin et al. | Sep 2021 | A1 |
20210285046 | Chell et al. | Sep 2021 | A1 |
20210292748 | Frisen et al. | Sep 2021 | A1 |
20210292822 | Frisen et al. | Sep 2021 | A1 |
20210317510 | Chee et al. | Oct 2021 | A1 |
20210317524 | Lucero et al. | Oct 2021 | A1 |
20210324457 | Ramachandran Iyer et al. | Oct 2021 | A1 |
20210332424 | Schnall-Levin | Oct 2021 | A1 |
20210332425 | Pfeiffer et al. | Oct 2021 | A1 |
20210348221 | Chell et al. | Nov 2021 | A1 |
20220002791 | Frisen et al. | Jan 2022 | A1 |
20220003755 | Chee | Jan 2022 | A1 |
20220010367 | Ramachandran Iyer et al. | Jan 2022 | A1 |
20220017951 | Ramachandran Iyer et al. | Jan 2022 | A1 |
20220025446 | Shah | Jan 2022 | A1 |
20220025447 | Tentori et al. | Jan 2022 | A1 |
20220033888 | Schnall-Levin et al. | Feb 2022 | A1 |
20220049293 | Frenz et al. | Feb 2022 | A1 |
20220064630 | Bent et al. | Mar 2022 | A1 |
20220081728 | Williams | Mar 2022 | A1 |
20220090058 | Frisen et al. | Mar 2022 | A1 |
20220090175 | Uytingco et al. | Mar 2022 | A1 |
20220090181 | Gallant et al. | Mar 2022 | A1 |
20220098576 | Dadhwal | Mar 2022 | A1 |
20220098661 | Chew et al. | Mar 2022 | A1 |
20220106632 | Galonska et al. | Apr 2022 | A1 |
20220106633 | Engblom et al. | Apr 2022 | A1 |
20220112486 | Ramachandran Iyer et al. | Apr 2022 | A1 |
20220112545 | Chee | Apr 2022 | A1 |
20220119869 | Ramachandran Iyer et al. | Apr 2022 | A1 |
20220127659 | Frisen et al. | Apr 2022 | A1 |
20220127666 | Katiraee et al. | Apr 2022 | A1 |
20220127672 | Stoeckius | Apr 2022 | A1 |
20220145361 | Frenz et al. | May 2022 | A1 |
20220154255 | Chee et al. | May 2022 | A1 |
20220170083 | Khaled et al. | Jun 2022 | A1 |
20220195422 | Gallant et al. | Jun 2022 | A1 |
20220195505 | Frisen et al. | Jun 2022 | A1 |
20220196644 | Chee | Jun 2022 | A1 |
20220213526 | Frisen et al. | Jul 2022 | A1 |
20220241780 | Tentori et al. | Aug 2022 | A1 |
20220267844 | Ramachandran Iyer et al. | Aug 2022 | A1 |
20220282329 | Chell et al. | Sep 2022 | A1 |
20220290217 | Frenz et al. | Sep 2022 | A1 |
20220290219 | Chee | Sep 2022 | A1 |
20220298560 | Frisen et al. | Sep 2022 | A1 |
20220325325 | Chee et al. | Oct 2022 | A1 |
20220326251 | Uytingco et al. | Oct 2022 | A1 |
20220333171 | Chee | Oct 2022 | A1 |
20220333191 | Mikkelsen et al. | Oct 2022 | A1 |
20220333192 | Uytingco | Oct 2022 | A1 |
20220333195 | Schnall-Levin et al. | Oct 2022 | A1 |
20220334031 | Delaney et al. | Oct 2022 | A1 |
20220348905 | Dadhwal | Nov 2022 | A1 |
20220348992 | Stoeckius et al. | Nov 2022 | A1 |
20220356464 | Kim et al. | Nov 2022 | A1 |
20220364163 | Stahl et al. | Nov 2022 | A1 |
20220389491 | Chee | Dec 2022 | A1 |
20220389503 | Mikkelsen et al. | Dec 2022 | A1 |
20220389504 | Chew et al. | Dec 2022 | A1 |
20220403455 | Ramachandran Iyer et al. | Dec 2022 | A1 |
20220404245 | Chell et al. | Dec 2022 | A1 |
20230002812 | Stoeckius et al. | Jan 2023 | A1 |
20230014008 | Shastry | Jan 2023 | A1 |
20230033960 | Gallant et al. | Feb 2023 | A1 |
20230034039 | Shahjamali | Feb 2023 | A1 |
20230034216 | Bava | Feb 2023 | A1 |
20230040363 | Chee | Feb 2023 | A1 |
20230042088 | Chee | Feb 2023 | A1 |
20230042817 | Mignardi | Feb 2023 | A1 |
20230047782 | Tentori et al. | Feb 2023 | A1 |
20230056549 | Dadhwal | Feb 2023 | A1 |
20230064372 | Chell et al. | Mar 2023 | A1 |
20230069046 | Chew et al. | Mar 2023 | A1 |
20230077364 | Patterson et al. | Mar 2023 | A1 |
20230080543 | Katiraee et al. | Mar 2023 | A1 |
20230081381 | Chew et al. | Mar 2023 | A1 |
20230100497 | Frisen et al. | Mar 2023 | A1 |
20230107023 | Chee | Apr 2023 | A1 |
20230111225 | Chew et al. | Apr 2023 | A1 |
20230113230 | Kim et al. | Apr 2023 | A1 |
20230126825 | Nagendran et al. | Apr 2023 | A1 |
20230129552 | Ramachandran Iyer | Apr 2023 | A1 |
20230135010 | Tentori et al. | May 2023 | A1 |
20230143569 | Iyer et al. | May 2023 | A1 |
20230145575 | Gallant et al. | May 2023 | A1 |
20230147726 | Hadrup et al. | May 2023 | A1 |
20230151412 | Chee | May 2023 | A1 |
20230159994 | Chee | May 2023 | A1 |
20230159995 | Iyer et al. | May 2023 | A1 |
20230160008 | Chell et al. | May 2023 | A1 |
20230175045 | Katsori et al. | Jun 2023 | A1 |
20230183785 | Frisen et al. | Jun 2023 | A1 |
20230194469 | Tentori et al. | Jun 2023 | A1 |
20230194470 | Kim et al. | Jun 2023 | A1 |
20230203478 | Kim et al. | Jun 2023 | A1 |
20230183684 | Gallant et al. | Jul 2023 | A1 |
20230212650 | Chew et al. | Jul 2023 | A1 |
20230212655 | Chee | Jul 2023 | A1 |
20230220368 | Kim | Jul 2023 | A1 |
20230220454 | Bent et al. | Jul 2023 | A1 |
20230220455 | Galonska et al. | Jul 2023 | A1 |
20230227811 | Dadhwal | Jul 2023 | A1 |
20230228762 | Uytingco et al. | Jul 2023 | A1 |
20230242973 | Frisen et al. | Aug 2023 | A1 |
20230242976 | Tentori et al. | Aug 2023 | A1 |
20230265488 | Gohil et al. | Aug 2023 | A1 |
20230265489 | Uytingco et al. | Aug 2023 | A1 |
20230265491 | Tentori et al. | Aug 2023 | A1 |
20230279474 | Katiraee | Sep 2023 | A1 |
20230279477 | Kvastad et al. | Sep 2023 | A1 |
20230279481 | Marrache et al. | Sep 2023 | A1 |
20230287399 | Gallant et al. | Sep 2023 | A1 |
20230287475 | Chell et al. | Sep 2023 | A1 |
20230287481 | Katsori et al. | Sep 2023 | A1 |
20230295699 | Sukovich et al. | Sep 2023 | A1 |
20230295722 | Bharadwaj | Sep 2023 | A1 |
20230304074 | Chee et al. | Sep 2023 | A1 |
20230304078 | Frisen et al. | Sep 2023 | A1 |
20230313279 | Giacomello et al. | Oct 2023 | A1 |
20230323340 | Dadhwal | Oct 2023 | A1 |
20230323434 | Yin et al. | Oct 2023 | A1 |
20230323436 | Chee | Oct 2023 | A1 |
20230323447 | Schnall-Levin et al. | Oct 2023 | A1 |
20230323453 | Stoeckius | Oct 2023 | A1 |
20230332138 | Kim et al. | Oct 2023 | A1 |
20230332211 | Chee | Oct 2023 | A1 |
20230332212 | Chew et al. | Oct 2023 | A1 |
20230332227 | Ramachandran Iyer | Oct 2023 | A1 |
20230332247 | Singh et al. | Oct 2023 | A1 |
Number | Date | Country |
---|---|---|
2003200718 | Oct 2006 | AU |
1273609 | Nov 2000 | CN |
1537953 | Oct 2004 | CN |
1680604 | Oct 2005 | CN |
1749752 | Mar 2006 | CN |
1898398 | Jan 2007 | CN |
101142325 | Mar 2008 | CN |
101221182 | Jul 2008 | CN |
101522915 | Sep 2009 | CN |
108949924 | Dec 2018 | CN |
1782737 | May 2007 | EP |
1910562 | Apr 2008 | EP |
1923471 | May 2008 | EP |
2002017 | Dec 2008 | EP |
2292788 | Mar 2011 | EP |
2302070 | Mar 2011 | EP |
2881465 | Jun 2015 | EP |
3013984 | May 2016 | EP |
3511423 | Jul 2019 | EP |
3541956 | Sep 2019 | EP |
2520765 | Jun 2015 | GB |
2007-014297 | Jan 2007 | JP |
2007-074967 | Mar 2007 | JP |
2009-036694 | Feb 2009 | JP |
WO 1989010977 | Nov 1989 | WO |
WO 1991006678 | May 1991 | WO |
WO 1993004199 | Mar 1993 | WO |
WO 1995023875 | Sep 1995 | WO |
WO 1995025116 | Sep 1995 | WO |
WO 1995035505 | Dec 1995 | WO |
WO 1997031256 | Aug 1997 | WO |
WO 200017390 | Mar 2000 | WO |
WO 200106012 | Jan 2001 | WO |
WO 2001009363 | Feb 2001 | WO |
WO 2001012862 | Feb 2001 | WO |
WO 2001042796 | Jun 2001 | WO |
WO 2001046402 | Jun 2001 | WO |
WO 2001059161 | Aug 2001 | WO |
WO 2001090415 | Nov 2001 | WO |
WO 2001096608 | Dec 2001 | WO |
WO 2002040874 | May 2002 | WO |
WO 2002059355 | Aug 2002 | WO |
WO 2002059364 | Aug 2002 | WO |
WO 2002077283 | Oct 2002 | WO |
WO 2003002979 | Jan 2003 | WO |
WO 2003008538 | Jan 2003 | WO |
WO 2003010176 | Feb 2003 | WO |
WO 2003102233 | Dec 2003 | WO |
WO 2004015080 | Feb 2004 | WO |
WO 2004067759 | Aug 2004 | WO |
WO 2004081225 | Sep 2004 | WO |
WO 2005007814 | Jan 2005 | WO |
WO 2005010145 | Feb 2005 | WO |
WO 2005026387 | Mar 2005 | WO |
WO 2005042759 | May 2005 | WO |
WO 2005113804 | Dec 2005 | WO |
WO 2006020515 | Feb 2006 | WO |
WO 2006124771 | Nov 2006 | WO |
WO 2007041689 | Apr 2007 | WO |
WO 2007060599 | May 2007 | WO |
WO 2007073171 | Jun 2007 | WO |
WO 2007076726 | Jul 2007 | WO |
WO 2007139766 | Dec 2007 | WO |
WO 2007145612 | Dec 2007 | WO |
WO 2008069906 | Jun 2008 | WO |
WO 2009032167 | Mar 2009 | WO |
WO 2009152928 | Dec 2009 | WO |
WO 2010019826 | Feb 2010 | WO |
WO 2010027870 | Mar 2010 | WO |
WO 2010126614 | Nov 2010 | WO |
WO 2011008502 | Jan 2011 | WO |
WO 2011062933 | May 2011 | WO |
WO 2011068088 | Jun 2011 | WO |
WO 2012049316 | Apr 2012 | WO |
WO 2012061832 | May 2012 | WO |
WO 2012071428 | May 2012 | WO |
WO 2012129242 | Sep 2012 | WO |
WO 2012159089 | Nov 2012 | WO |
WO 2013123442 | Aug 2013 | WO |
WO 2013131962 | Sep 2013 | WO |
WO 2013138510 | Sep 2013 | WO |
WO 2013142389 | Sep 2013 | WO |
WO 2013150082 | Oct 2013 | WO |
WO 2013150083 | Oct 2013 | WO |
WO 2014044724 | Mar 2014 | WO |
WO 2014060483 | Apr 2014 | WO |
WO 2014071361 | May 2014 | WO |
WO 2014130576 | Aug 2014 | WO |
WO 2014144713 | Sep 2014 | WO |
WO 2014152397 | Sep 2014 | WO |
WO 2014210223 | Dec 2014 | WO |
WO 2014210225 | Dec 2014 | WO |
WO 2014210353 | Dec 2014 | WO |
WO 2015031691 | Mar 2015 | WO |
WO 2015069374 | May 2015 | WO |
WO 2015161173 | Oct 2015 | WO |
WO 2016077763 | May 2016 | WO |
WO 2016138496 | Sep 2016 | WO |
WO 2016138500 | Sep 2016 | WO |
WO 2016166128 | Oct 2016 | WO |
WO 2016168825 | Oct 2016 | WO |
WO 2016172362 | Oct 2016 | WO |
WO 2017019456 | Feb 2017 | WO |
WO 2017019481 | Feb 2017 | WO |
WO 2017075293 | May 2017 | WO |
WO 2017096158 | Jul 2017 | WO |
WO 2017143155 | Aug 2017 | WO |
WO 2017156336 | Sep 2017 | WO |
WO 2017184984 | Oct 2017 | WO |
WO 2017192633 | Nov 2017 | WO |
WO 2018023068 | Feb 2018 | WO |
WO 2018026873 | Feb 2018 | WO |
WO 2018045181 | Mar 2018 | WO |
WO 2018064640 | Apr 2018 | WO |
WO 2018085599 | May 2018 | WO |
WO 2018089550 | May 2018 | WO |
WO 2018091676 | May 2018 | WO |
WO 2018136397 | Jul 2018 | WO |
WO 2018136856 | Jul 2018 | WO |
WO 2018144582 | Aug 2018 | WO |
WO 2018175779 | Sep 2018 | WO |
WO 2018209398 | Nov 2018 | WO |
WO 2019023214 | Jan 2019 | WO |
WO 2019032760 | Feb 2019 | WO |
WO 2019068880 | Apr 2019 | WO |
WO 2019113457 | Jun 2019 | WO |
WO 2019126313 | Jun 2019 | WO |
WO 2019140201 | Jul 2019 | WO |
WO 2019165318 | Aug 2019 | WO |
WO 2019213254 | Nov 2019 | WO |
WO 2019213294 | Nov 2019 | WO |
WO 2019241290 | Dec 2019 | WO |
WO 2020028194 | Feb 2020 | WO |
WO 2020047002 | Mar 2020 | WO |
WO 2020047005 | Mar 2020 | WO |
WO 2020047010 | Mar 2020 | WO |
WO 2020053655 | Mar 2020 | WO |
WO 2020056381 | Mar 2020 | WO |
WO 2020061064 | Mar 2020 | WO |
WO 2020061066 | Mar 2020 | WO |
WO 2020061108 | Mar 2020 | WO |
WO 2020076979 | Apr 2020 | WO |
WO 2020099640 | May 2020 | WO |
WO 2020112604 | Jun 2020 | WO |
WO 2020117914 | Jun 2020 | WO |
WO 2020123301 | Jun 2020 | WO |
WO 2020123305 | Jun 2020 | WO |
WO 2020123309 | Jun 2020 | WO |
WO 2020123311 | Jun 2020 | WO |
WO 2020123316 | Jun 2020 | WO |
WO 2020123317 | Jun 2020 | WO |
WO 2020123318 | Jun 2020 | WO |
WO 2020123319 | Jun 2020 | WO |
WO 2020123320 | Jul 2020 | WO |
WO 2020160044 | Aug 2020 | WO |
WO 2020167862 | Aug 2020 | WO |
WO 2020176788 | Sep 2020 | WO |
WO 2020176882 | Sep 2020 | WO |
WO 2020190509 | Sep 2020 | WO |
WO 2020198071 | Oct 2020 | WO |
WO 2020206285 | Oct 2020 | WO |
WO 2020219901 | Oct 2020 | WO |
WO 2020240025 | Dec 2020 | WO |
WO 2020243579 | Dec 2020 | WO |
WO 2020254519 | Dec 2020 | WO |
WO 2021041974 | Mar 2021 | WO |
WO 2021067246 | Apr 2021 | WO |
WO 2021067514 | Apr 2021 | WO |
WO 2021091611 | May 2021 | WO |
WO 2021092433 | May 2021 | WO |
WO 2021097255 | May 2021 | WO |
WO 2021102003 | May 2021 | WO |
WO 2021102005 | May 2021 | WO |
WO 2021102039 | May 2021 | WO |
WO 2021116715 | Jun 2021 | WO |
WO 2021119320 | Jun 2021 | WO |
WO 2021133842 | Jul 2021 | WO |
WO 2021133845 | Jul 2021 | WO |
WO 2021133849 | Jul 2021 | WO |
WO 2021142233 | Jul 2021 | WO |
WO 2021168261 | Aug 2021 | WO |
WO 2021168278 | Aug 2021 | WO |
WO 2021207610 | Oct 2021 | WO |
WO 2021216708 | Oct 2021 | WO |
WO 2021225900 | Nov 2021 | WO |
WO 2021236625 | Nov 2021 | WO |
WO 2021236929 | Nov 2021 | WO |
WO 2021237056 | Nov 2021 | WO |
WO 2021237087 | Nov 2021 | WO |
WO 2021242834 | Dec 2021 | WO |
WO 2021247543 | Dec 2021 | WO |
WO 2021247568 | Dec 2021 | WO |
WO 2021252499 | Dec 2021 | WO |
WO 2021252576 | Dec 2021 | WO |
WO 2021252591 | Dec 2021 | WO |
WO 2021252747 | Dec 2021 | WO |
WO 2021263111 | Dec 2021 | WO |
WO 2022025965 | Feb 2022 | WO |
WO 2022060798 | Mar 2022 | WO |
WO 2022060953 | Mar 2022 | WO |
WO 2022061152 | Mar 2022 | WO |
WO 2022087273 | Apr 2022 | WO |
WO 2022099037 | May 2022 | WO |
WO 2022103712 | May 2022 | WO |
WO 2022109181 | May 2022 | WO |
WO 2022140028 | Jun 2022 | WO |
WO 2022147005 | Jul 2022 | WO |
WO 2022147296 | Jul 2022 | WO |
WO 2022164615 | Aug 2022 | WO |
WO 2022178267 | Aug 2022 | WO |
WO 2022198068 | Sep 2022 | WO |
WO 2022212269 | Oct 2022 | WO |
WO 2022221425 | Oct 2022 | WO |
WO 2022226057 | Oct 2022 | WO |
WO 2022236054 | Nov 2022 | WO |
WO 2022243303 | Nov 2022 | WO |
WO 2022256503 | Dec 2022 | WO |
WO 2022271820 | Dec 2022 | WO |
WO 2023287765 | Jan 2023 | WO |
WO 2023018799 | Feb 2023 | WO |
WO 2023034489 | Mar 2023 | WO |
WO 2023076345 | May 2023 | WO |
WO 2023086880 | May 2023 | WO |
WO 2023102118 | Jun 2023 | WO |
WO 2023150098 | Aug 2023 | WO |
WO 2023150163 | Aug 2023 | WO |
WO 2023150171 | Aug 2023 | WO |
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---|
Amidzadeh et al., “Assessment of different permeabilization methods of minimizing damage to the adherent cells for detection of intracellular RNA by flow cytometry,” Avicenna J Med Biotechnol., Jan. 2014, 6(1):38-46. |
Boulé et al., “Terminal deoxynucleotidyl transferase indiscriminately incorporates ribonucleotides and deoxyribonucleotides,” J Biol Chem., Aug. 2001, 276(33):31388-93. |
Burgess, “Spatial transcriptomics coming of age,” Nat Rev Genet., Jun. 2019, 20(6):317, 1 page. |
Caliari et al., “A practical guide to hydrogels for cell culture,” Nat Methods., Apr. 2016, 13(5):405-14. |
Evers et al., “The effect of formaldehyde fixation on RNA: optimization of formaldehyde adduct removal,” J Mol Diagn., May 2011, 13(3):282-8. |
Gansauge et al., “Single-stranded DNA library preparation from highly degraded DNA using T4 DNA ligase,” Nucleic Acids Res., Jun. 2017, 45(10):e79, 10 pages. |
Hafner et al., “Identification of microRNAs and other small regulatory RNAs using cDNA library sequencing,” Methods, Jan. 2008, 44(1):3-12. |
Hanauer et al., “Separation of nanoparticles by gel electrophoresis according to size and shape,” Nano Lett., Sep. 2007, 7(9):2881-5. |
Ho et al., “Characterization of an ATP-Dependent DNA Ligase Encoded by Chlorella Virus PBCV-1,” Journal of Virology, Mar. 1997, 71(3):1931-1937. |
Hsuih et al., “Novel, Ligation-Dependent PCR Assay for Detection of Hepatitis C Virus in Serum,” Journal of Clinical Microbiology, Mar. 1996, 34(3):501-507. |
Kumar et al., “Template-directed oligonucleotide strand ligation, covalent intramolecular DNA circularization and catenation using click chemistry,” J Am Chem Soc., May 2007, 129(21):6859-64. |
Miura et al., “Highly efficient single-stranded DNA ligation technique improves low-input whole-genome bisulfite sequencing by post-bisulfite adaptor tagging,” Nucleic Acids Res., Sep. 2019, 47(15):e85, 10 pages. |
Mulder et al., “CapTCR-seq: hybrid capture for T-cell receptor repertoire profiling,” Blood Advances, Dec. 2018, 2(23):3506-3514. |
Nandakumar et al., “RNA Substrate Specificity and Structure-guided Mutational Analysis of Bacteriophage T4 RNA Ligase 2,” Journal of Biological Chemistry, Jul. 2004, 279(30):31337-31347. |
Ozsolak et al., “Digital transcriptome profiling from attomole-level RNA samples,” Genome Res., Apr. 2010, 20(4):519-25. |
Slomovic et al., “Addition of poly(A) and poly(A)-rich tails during RNA degradation in the cytoplasm of human cells,” Proc Natl Acad Sci USA, Apr. 2010, 107(16):7407-12. |
Ulery et al., “Biomedical Applications of Biodegradable Polymers,” J Polym Sci B Polym Phys., Jun. 2011, 49(12):832-864. |
Vandenbroucke et al., “Quantification of splice variants using real-time PCR,” Nucleic Acids Research, 2001, 29(13):e68, 7 pages. |
Wang et al., “Optimization of Process Conditions for Infected Animal Tissues by Alkaline Hydrolysis Technology,” Procedia Environmental Sciences, 2016, 31:366-374. |
Zhang et al., “Genome-wide open chromatin regions and their effects on the regulation of silk protein genes in Bombyx mori,” Sci Rep., Oct. 2017, 7(1):12919, 9 pages. |
[No Author Listed], “Chromium Next GEM Single Cell 3′ Reagent Kits v3.1—User Guide,” 10x Genomics, Document No. CG000204, Nov. 2019, 58 pages. |
[No Author Listed], “Chromium Next GEM Single Cell 3′ Reagent Kits v3.1 (Dual Index) ˜ User Guide,” 10x Genomics, Mar. 2021, Document No. CG000315, 61 pages. |
[No Author Listed], “HuSNP Mapping Assay User's Manual,” Affymetrix Part No. 90094 (Affymetrix, Santa Clara, Calif.), GeneChip, 2000, 104 pages. |
[No Author Listed], “Microarray technologies have excellent possibilities in genomics-related researches,” Science Tools From Amersham Pharmacia Biotech, 1998, 3(4): 8 pages (with English Translation). |
[No Author Listed], “Proseek® Multiplex 96×96 User Manual,” Olink Proteomics, Olink Bioscience, Uppsala, Sweden, 2017, 20 pages. |
10xGenomics.com, [online], “Visium Spatial Gene Expression Reagent Kits—Tissue Optimization—User Guide,” Jul. 2020, retrieved on May 25, 2021, retrieved from URL<https://assets.ctfassets.net/an68im79xiti/5UJrN0cH17rEk0UXwd19It/e54d99fb08a8f1500aba503005a04a56/CG000238_VisiumSpatialTissueOptimizationUserGuide_RevD.pdf>, 42 pages. |
10xGenomics.com, [online], “Visium Spatial Gene Expression Reagent Kits—Tissue Optimization,” Nov. 2019, retrieved on Jan. 25, 2022, retrieved from URL<https://assets.ctfassets.net/an68im79xiti/4q03w6959AJFxffSw51ee9/6a2ac61cf6388a72564eeb96bc294967/CG000238_VisiumSpatialTissueOptimizationUserGuide_Rev_A.pdf>, 46 pages. |
10xGenomics.com, [online], “Visium Spatial Gene Expression Reagent Kits—Tissue Optimization,” Oct. 2020, retrieved on Dec. 28, 2021, retrieved from URL<https://assets.ctfassets.net/an68im79xiti/5UJrN0cH17rEk0UXwd19It/e54d99fb08a8f1500aba503005a04a56/CG000238_VisiumSpatialTissueOptimizationUserGuide_RevD.pdf>, 43 pages. |
10xGenomics.com, [online], “Visium Spatial Gene Expression Reagent Kits—User Guide,” Jun. 2020, retrieved on May 25, 2021, retrieved from URL<https://assets.ctfassets.net/an68im79xiti/3GGIfH3RWpdlbFVhalpexR/8baa08d9007157592b65b2cdc7130990/CG000239_VisiumSpatialGeneExpression_UserGuide_RevD.pdf>, 69 pages. |
10xGenomics.com, [online], “Visium Spatial Gene Expression Reagent Kits—User Guide,” Oct. 2020, retrieved on Dec. 28, 2021, retrieved from URL<https://assets.ctfassets.net/an68im79xiti/3GGIfH3RWpd1bFVhalpexR/8baa08d9007157592b65b2cdc7130990/CG000239_VisiumSpatialGeneExpression_UserGuide_RevD.pdf>, 70 pages. |
Adessi et al., “Solid phase DNA amplification: characterisation of primer attachment and amplification mechanisms,” Nucl. Acids Res., 2000, 28(20):E87, 8 pages. |
Adiconis et al., “Comparative analysis of RNA sequencing methods for degraded or low-input samples,” Nat Methods, Jul. 2013, 10(7):623-9. |
Affymetrix, “GeneChip Human Genome U133 Set,” retrieved from the Internet: on the World Wide Web at affymetrix.com/support/technical/datasheets/hgu133_datasheet.pdf, retrieved on Feb. 26, 2003, 2 pages. |
Affymetrix, “Human Genome U95Av2,” Internet Citation, retrieved from the internet: on the World Wide Web affymetrix.com, retrieved on Oct. 2, 2002, 1 page. |
Alam, “Proximity Ligation Assay (PLA),” Curr Protoc Immunol., Nov. 2018, 123(1):e58, 8 pages. |
Albretsen et al., “Applications of magnetic beads with covalently attached oligonucleotides in hybridization: Isolation and detection of specific measles virus mRNA from a crude cell lysate,” Anal. Biochem., 1990, 189(1):40-50. |
Allawi et al., “Thermodynamics and NMR of Internal GâT Mismatches in DNA,” Biochemistry, 1996, 36(34):10581-10594. |
Andresen et al., “Helicase-dependent amplification: use in OnChip amplification and potential for point-of-care diagnostics,” Expert Rev Mol Diagn., Oct. 2009, 9(7):645-650. |
Aran et al., “xCell: digitally portraying the tissue cellular heterogeneity landscape,” Genome Biol., Nov. 2017, 18(1):220, 14 pages. |
Archer et al., “Selective and flexible depletion of problematic sequences from RNA-seq libraries at the cDNA stage,” BMC Genomics, May 2014, 15(1):401, 9 pages. |
Armani et al, “2D-PCR: a method of mapping DNA in tissue sections,” Lab Chip, 2009, 9(24):3526-34. |
Atkinson et al., “An Updated Protocol for High Throughput Plant Tissue Sectioning,” Front Plant Sci, 2017, 8:1721, 8 pages. |
Atkinson, “Overview of Translation: Lecture Manuscript,” U of Texas, 2000, DD, pp. 6.1-6.8. |
Bains et al., “A novel method for nucleic acid sequence determination,” Journal of Theoretical Biology, 1988, 135(3), 303-7. |
Barnes, “PCR amplification of up to 35-kb DNA with high fidelity and high yield from lambda bacteriophage templates,” Proc. Natl. Acad. Sci USA, 1994, 91(6):2216-2220. |
Barnett et al., “ATAC-Me Captures Prolonged DNA Methylation of Dynamic Chromatin Accessibility Loci during Cell Fate Transitions, ” Mol Cell., Mar. 2020, 77(6):1350-1364.e6. |
Bartosovic et al., “Single-cell CUT&Tag profiles histone modifications and transcription factors in complex tissues,” Nat Biotechnol., Jul. 2021, 39(7):825-835, Abstract. |
Baugh et al., “Quantitative analysis of mRNA amplification by in vitro transcription,” Nucleic Acids Res., 2001, 29(5):e29, 9 pages. |
Beattie et al., “Advances in genosensor research,” Clin Chem., May 1995, 41(5):700-6. |
Beechem et al., “High-Plex Spatially Resolved RNA and Protein Detection Using Digital Spatial Profiling: A Technology Designed for Immuno-oncology Biomarker Discovery and Translational Research,” Methods Mol Biol, 2020, Chapter 25, 2055:563-583. |
Bell, “A simple way to treat PCR products prior to sequencing using ExoSAP-IT,” Biotechniques, 2008, 44(6):834, 1 page. |
Bentley et al., “Accurate whole human genome sequencing using reversible terminator chemistry,” Nature, 2008, 456(7218):53-59. |
Birey et al., “Identification and analysis of functional elements in 1% of the human genome by the ENCODE pilot project,” Nature, 2007, 447(7146):799-816. |
Blanchard et al., “High-density oligonucleotide arrays,” Biosensors & Bioelectronics, 1996, 11(6-7):687-690. |
Blanco et al., “A practical approach to FRET-based PNA fluorescence in situ hybridization, ” Methods, Dec. 2010, 52(4):343-51. |
Blokzijl et al., “Profiling protein expression and interactions: proximity ligation as a tool for personalized medicine,” J Intern. Med., 2010, 268(3):232-245. |
Blow, “Tissue Issues,” Nature, 2007, 448(7156):959-962. |
Bolognesi et al., “Multiplex Staining by Sequential Immunostaining and Antibody Removal on Routine Tissue Sections,” J. Histochem. Cytochem., Aug. 2017, 65(8):431-444. |
Brandon et al., “Mitochondrial mutations in cancer,” Oncogene, 2006, 25(34):4647-4662. |
Brenner et al., “Gene expression analysis by massively parallel signature sequencing (MPSS) on microbead arrays,” Nat. Biotech., 2000, 18(6):630-634. |
Brenner et al., “In vitro cloning of complex mixtures of DNA on microbeads: physical separation of differentially expressed cDNAs,” Proc. Natl. Acad. Sci. USA, 2000, 97(4):1665-1670. |
Brow, “35—The Cleavase I enzyme for mutation and polymorphism scanning,” PCR Applications Protocols for Functional Genomics, 1999, pp. 537-550. |
Brown et al., “Retroviral integration: structure of the initial covalent product and its precursor, and a role for the viral IN protein,” Proc Natl Acad Sci USA, Apr. 1989, 86(8):2525-9. |
Buenrostro et al., “Transposition of native chromatin for multimodal regulatory analysis and personal epigenomics,” Nat Methods, Dec. 2013, 10(12):1213-1218. |
Bullard et al., “Direct comparison of nick-joining activity of the nucleic acid ligases from bacteriophage T4,” Biochem. J. 2006, 398(1):135-144. |
Burgess, “A space for transcriptomics,” Nature Reviews Genetics, 2016, 17(8):436-7. |
Burgess, “Finding structure in gene expression,” Nature Reviews Genetics, 2018, 19(5):249, 1 page. |
Burton et al., “Coverslip Mounted-Immersion Cycled in Situ RT-PCR for the Localization of mRNA in Tissue Sections,” Biotechniques, 1998, 24(1):92-100. |
Cha et al., “Specificity, efficiency, and fidelity of PCR,” Genome Res., 1993, 3(3):S18-29. |
Chandra et al., “Cell-free synthesis-based protein microarrays and their applications,” Proteomics, 2009, 5(6):717-30. |
Chatterjee et al., “Mitochondrial DNA mutations in human cancer. Oncogene,” 2006, 25(34):4663-4674. |
Chen et al., “DNA hybridization detection in a microfluidic Channel using two fluorescently labelled nucleic acid probes,” Biosensors and Bioelectronics, 2008, 23(12):1878-1882. |
Chen et al., “Expansion microscopy,” Science, 2015, 347(6221):543-548. |
Chen et al., “Nanoscale imaging of RNA with expansion microscopy,” Nat Methods, Aug. 2016, 13(8):679-84. |
Chen et al., “RNA imaging. Spatially resolved, highly multiplexed RNA profiling in single cells,” Science, Apr. 2015, 348(6233):aaa6090, 21 pages. |
Chen et al., “Spatial Transcriptomics and In Situ Sequencing to Study Alzheimer's Disease,” Cell, Aug. 2020, 182(4):976-991. |
Chen et al., “Spatially resolved, highly multiplexed RNA profiling in single cells,” Science, 2015, 348(6233):aaa6090, 21 pages. |
Chen et al., “μCB-seq: microfluidic cell barcoding and sequencing for high-resolution imaging and sequencing of single cells,” Lab Chip, Nov. 2020, 20(21):3899-3913. |
Chrisey et al., “Covalent attachment of synthetic DNA to self-assembled monolayer films,” Nucleic Acids Res., Aug. 1996, 24(15):3031-9. |
Constantine et al., “Use of genechip high-density oligonucleotide arrays for gene expression monitoring,” Life Sceience News, Amersham Life Science, 1998, pp. 11-14. |
Corces et al., “An improved ATAC-seq protocol reduces background and enables interrogation of frozen tissues,” Nat. Methods, 2017, 14(10):959-962. |
Credle et al., “Multiplexed analysis of fixed tissue RNA using Ligation in situ Hybridization,” Nucleic Acids Research, 2017, 45(14):e128, 9 pages. |
Crosetto et al., “Spatially resolved transcriptomics and beyond,” Nature Review Genetics, 2015, 16(1):57-66. |
Cruz et al., “Methylation in cell-free DNA for early cancer detection,” Ann Oncol., Jun. 2018, 29(6):1351-1353. |
Cujec et al., “Selection of v-abl tyrosine kinase substrate sequences from randomized peptide and cellular proteomic libraries using mRNA display,” Chemistry and Biology, 2002, 9(2):253-264. |
Czarnik, “Encoding methods for combinatorial chemistry,” Curr Opin Chem Biol., Jun. 1997, 1(1):60-6. |
Dahl et al., “Circle-to-circle amplification for precise and sensitive DNA analysis,” Proc. Natl. Acad. Sci., 2004, 101(13):4548-4553. |
Darmanis et al., “ProteinSeq: High-Performance Proteomic Analyses by Proximity, Ligation and Next Generation Sequencing,” PLos One, 2011, 6(9):e25583, 10 pages. |
Daubendiek et al., “Rolling-Circle RNA Synthesis: Circular Oligonucleotides as Efficient Substrates for T7 RNA Polymerase,” J. Am. Chem. Soc., 1995, 117(29):7818-7819. |
Davies et al., “How best to identify chromosomal interactions: a comparison of approaches,” Nat. Methods, 2017, 14(2):125-134. |
Deamer et al., “Characterization of nucleic acids by nanopore analysis,” Acc Chem Res., Oct. 2002, 35(10):817-25. |
Dean et al., “Comprehensive human genome amplification using multiple displacement amplification,” Proc Natl. Acad. Sci. USA, 2002, 99(8):5261-66. |
Deng et al., “Spatial Epigenome Sequencing at Tissue Scale and Cellular Level,” BioRxiv, Mar. 2021, 40 pages. |
Dressman et al., “Transforming single DNA molecules into fluorescent magnetic particles for detection and enumeration of genetic variations,” Proc. Natl. Acad. Sci. USA, 2003, 100(15):8817-8822. |
Drmanac et al., “CoolMPS™: Advanced massively parallel sequencing using antibodies specific to each natural nucleobase,” BioRxiv, 2020, 19 pages. |
Druley et al., “Quantification of rare allelic variants from pooled genomic DNA,” Nat. Methods, 2009, 6(4):263-65. |
Duncan et al., “Affinity chromatography of a sequence-specific DNA binding protein using Teflon-linked oligonucleotides,” Anal. Biochem., 1988, 169(1):104-108. |
Eberwine, “Amplification of mRNA populations using aRNA generated from immobilized oligo(dT)-T7 primed cDNA,” BioTechniques, 1996, 20(4):584-91. |
Eguiluz et al., “Multitissue array review: a chronological description of tissue array techniques, applications and procedures,” Pathology Research and Practice, 2006, 202(8):561-568. |
Eldridge et al., “An in vitro selection strategy for conferring protease resistance to ligand binding peptides,” Protein Eng Des Sel., 2009, 22(11):691-698. |
Ellington et al., “Antibody-based protein multiplex platforms: technical and operational challenges,” Clin Chem, 2010, 56(2):186-193. |
Eng et al., “Profiling the transcriptome with RNA SPOTs,” Nat Methods., 2017, 14(12):1153-1155. |
Fire et al., “Rolling replication of short DNA circles,” Proc. Natl. Acad. Sci., 1995, 92(10):4641-4645. |
Flanigon et al., “Multiplex protein detection with DNA readout via mass spectrometry,” N. Biotechnol., 2013, 30(2):153-158. |
Fluidigm, “Equivalence of Imaging Mass Cytometry and Immunofluorescence on FFPE Tissue Sections,” White Paper, 2017, 12 pages. |
Fodor et al., “Light-directed, spatially addressable parallel chemical synthesis,” Science, 1995, 251(4995):767-773. |
Forster et al., “A human gut bacterial genome and culture collection for improved metagenomic analyses,” Nature Biotechnology, 2019, 37(2):186-192. |
Frese et al., “Formylglycine aldehyde Tag—protein engineering through a novel post-translational modification,” ChemBioChem., 2009, 10(3):425-27. |
Fu et al., “Counting individual DNA molecules by the stochastic attachment of diverse labels,” PNAS, 2011, 108(22):9026-9031. |
Fu et al., “Repeat subtraction-mediated sequence capture from a complex genome,” Plant J., Jun. 2010, 62(5):898-909. |
Fu et al., “Continuous Polony Gels for Tissue Mapping with High Resolution and RNA Capture Efficiency,” bioRxiv, 2021, 20 pages. |
Fullwood et al., “Next-generation DNA sequencing of paired-end tags (PET) for transcriptome and genome analyses,” Genome Res., 2009, 19(4):521-532. |
Ganguli et al., “Pixelated spatial gene expression analysis from tissue,” Nat Commun., Jan. 2018, 9(1):202, 9 pages. |
Gao et al., “Q&A: Expansion microscopy”, BMC Biology, 15:50, 9 pages, 2017. |
Gene@arrays[online], BeadArray Technology, available on or before Feb. 14, 2015, via Internet Archive: Wayback Machine URL <https://web.archive.org/web/20150214084616/http://genearrays.com/services/microarrays/illumina/beadarray-technology/>, [retrieved on Jan. 30, 2020], 3 pages. |
Gill et al., “Nucleic acid isothermal amplification technologies: a review,” Nucleosides Nucleotides Nucleic Acids, Mar. 2008, 27(3):224-43. |
Glass et al., “SIMPLE: a sequential immunoperoxidase labeling and erasing method,” J. Histochem. Cytochem., Oct. 2009, 57(10):899-905. |
Gloor, “Gene targeting in Drosophila,” Methods Mol Biol., 2004, 260:97-114. |
Gnanapragasam, “Unlocking the molecular archive: the emerging use of formalin-fixed paraffin-embedded tissue for biomarker research in urological cancer,” BJU International, 2009, 105(2):274-278. |
Goldkorn et al., “A simple and efficient enzymatic method for covalent attachment of DNA to cellulose. Application for hybridization-restriction analysis and for in vitro synthesis of DNA probes,” Nucleic Acids Res., 1986, 14(22):9171-9191. |
Goryshin et al., “Tn5 in vitro transposition,” J Biol Chem., Mar. 1998, 273(13):7367-74. |
Gracia Villacampa et al., “Genome-wide Spatial Expression Profiling in FFPE Tissues,” bioRxiv, 2020, pp. 38 pages. |
Grokhovsky, “Specificity of DNA cleavage by ultrasound,” Molecular Biology, 2006, 40(2):276-283. |
Gu et al., “Protein tag-mediated conjugation of oligonucleotides to recombinant affinity binders for proximity ligation,” N Biotechnol., 2013, 30(2):144-152. |
Gunderson et al., “Decoding randomly ordered DNA arrays,” Genome Research, 2004, 14(5):870-877. |
Guo et al., “Direct fluorescence analysis of genetic polymorphisms by hybridization with oligonucleotide arrays on glass supports,” Nucleic Acids Res., Dec. 1994, 22(24):5456-65. |
Gupta et al., “Single-cell isoform RNA sequencing characterizes isoforms in thousands of cerebellar cells,” Nature Biotechnol., Oct. 2018, 36:1197-1202. |
Hahnke et al., “Striptease on glass: validation of an improved stripping procedure for in situ microarrays,” J Biotechnol., Jan. 2007, 128(1):1-13. |
Hamaguchi et al., “Direct reverse transcription-PCR on oligo(dT)-immobilized polypropylene microplates after capturing total mRNA from crude cell lysates,” Clin Chem., Nov. 1998, 44(11):2256-63. |
Hardenbol et al., “Highly multiplexed molecular inversion probe genotyping: over 10,000 targeted SNPs genotyped in a single tube assay,” Genome Res., Feb. 2005, 15(2):269-75. |
Hardenbol et al., “Multiplexed genotyping with sequence-tagged molecular inversion probes,” Nature Biotechnol., Jun. 2003, 21(6):673-678. |
Hayes et al., “Electrophoresis of proteins and nucleic acids: I—Theory,” BMJ, Sep. 1989, 299(6703):843-6. |
He et al., “In situ synthesis of protein arrays,” Current Opinion in Biotechnology, 2008, 19(1):4-9. |
He et al., “Printing protein arrays from DNA arrays,” Nature Methods, 2008, 5(2):175-77. |
He, “Cell-free protein synthesis: applications in proteomics and biotechnology,” New Biotechnology, 2008, 25(2-3):126-132. |
Healy, “Nanopore-based single-molecule DNA analysis,” Nanomedicine (Lond), Aug. 2007, 2(4):459-81. |
Hejatko et al., “In situ hybridization technique for mRNA detection in whole mount Arabidopsis samples,” Nature Protocols, 2006, 1(4):1939-1946. |
Hiatt et al., “Parallel, tag-directed assembly of locally derived short sequence reads,” Nature Methods, 2010, 7(2):119-25. |
Ho et al., “Bacteriophage T4 RNA ligase 2 (gp24.1) exemplifies a family of RNA ligases found in all phylogenetic domains,” PNAS, Oct. 2002, 99(20):12709-14. |
Hu et al., “High reproducibility using sodium hydroxide-stripped long oligonucleotide DNA microarrays,” Biotechniques, Jan. 2005, 38(1):121-4. |
Hycultbiotech.com, [online], “Immunohistochemistry, Paraffin” Apr. 2010, retrieved on Apr. 16, 2020, retrieved from URL<https://www.hycultbiotech.com/media/wysiwyg/Protocol_Immunohistochemistry_Paraffin_2.pdf>, 3 pages. |
Ichikawa et al., “In vitro transposition of transposon Tn3,” J Biol. Chem., Nov. 1990, 265(31):18829-32, Abstract. |
Jamur et al., “Permeabilization of cell membranes.,” Method Mol. Biol., 2010, 588:63-66. |
Jemt et al., “An automated approach to prepare tissue-derived spatially barcoded RNA-sequencing libraries,” Scientific Reports, 2016, 6:37137, 10 pages. |
Kap et al., “Histological assessment of PAXgene tissue fixation and stabilization reagents,” PLoS One, 2011, 6:e27704, 10 pages. |
Kapteyn et al., “Incorporation of non-natural nucleotides into template-switching oligonucleotides reduces background and improves cDNA synthesis from very small RNA samples,” BMC Genomics, Jul. 2010, 11:413, 9 pages. |
Karmakar et al., “Organocatalytic removal of formaldehyde adducts from RNA and DNA bases,” Nature Chemistry, Aug. 3, 2015, 7(9):752-758. |
Kaya-Okur et al., “CUT&Tag for efficient epigenomic profiling of small samples and single cells,” Apr. 2019, 10(1):1930, 10 pages. |
Ke et al., “In situ sequencing for RNA analysis in preserved tissue and cells,” Nat Methods., Sep. 2013, 10(9):857-60. |
Ke et al., “In situ sequencing for RNA analysis in preserved tissue and cells,” Nat Methods., Sep. 2013, Supplementary Materials, 29 pages. |
Kennedy-Darling et al., “Measuring the Formaldehyde Protein-DNA Cross-Link Reversal Rate,” Analytical Chemistry, 2014, 86(12):5678-5681. |
Kent et al., “Polymerase θ is a robust terminal transferase that oscillates between three different mechanisms during end-joining” Elife, Jun. 2016, 5:e13740, 25 pages. |
Kirby et al., “Cryptic plasmids of Mycobacterium avium: Tn552 to the rescue,” Mol Microbiol., Jan. 2002, 43(1):173-86. |
Kleckner et al., “Tn10 and IS10 transposition and chromosome rearrangements: mechanism and regulation in vivo and in vitro,” Curr Top Microbiol Immunol., 1996, 204:49-82. |
Korbel et al., “Paired-end mapping reveals extensive structural variation in the human genome,” Science, 2007, 318(5849):420-426. |
Kozlov et al., “A highly scalable peptide-based assay system for proteomics,” PLoS ONE, 2012, 7(6):e37441, 10 pages. |
Kozlov et al., “A method for rapid protease substrate evaluation and optimization,” Comb Chem High Throughput Screen, 2006, 9(6):481-87. |
Kristensen et al., “High-Throughput Methods for Detection of Genetic Variation,” BioTechniques, Feb. 2001, 30(2):318-332. |
Kurz et al., “cDNA—protein fusions: covalent protein—gene conjugates for the in vitro selection of peptides and proteins,” ChemBioChem., 2001, 2(9):666-72. |
Kwok, “High-throughput genotyping assay approaches,” Pharmocogenomics, Feb. 2000, 1(1):95-100. |
Lage et al., “Whole genome analysis of genetic alterations in small DNA samples using hyperbranched strand displacement amplification and array—CGH,” Genome Research, 2003, 13(2):294-307. |
Lampe et al., “A purified mariner transposase is sufficient to mediate transposition in vitro,” EMBO J., Oct. 1996, 15(19):5470-9. |
Landegren et al., “Reading bits of genetic information: methods for single-nucleotide polymorphism analysis,” Genome Res., Aug. 1998, 8(8):769-76. |
Langdale et al., “A rapid method of gene detection using DNA bound to Sephacryl,” Gene, 1985, 36(3):201-210. |
Larman et al., “Sensitive, multiplex and direct quantification of RNA sequences using a modified RASL assay,” Nucleic Acids Research, 2014, 42(14):9146-9157. |
Larsson et al., “In situ detection and genotyping of individual mRNA molecules,” Nat Methods, May 2010, 7(5):395-7. |
Larsson et al., “In situ genotyping individual DNA molecules by target-primed rolling-circle amplification of padlock probes,” Nat Methods, Dec. 2004, 1(3):227-32. |
Lee et al., “Fluorescent in situ sequencing (FISSEQ) of RNA for gene expression profiling in intact cells and tissues,” Nature Protocols, 2015, 10(3):442-458. |
Lee et al., “Improving the efficiency of genomic loci capture using oligonucleotide arrays for high throughput resequencing,” BMC Genomics, Dec. 2009, 10:646, 12 pages. |
Leriche et al., “Cleavable linkers in chemical biology,” Bioorganic & Medicinal Chemistry, 2012, 20:571-582. |
Li et al., “A photocleavable fluorescent nucleotide for DNA sequencing and analysis,” Proc. Natl. Acad. Sci., 2003, 100(2):414-419. |
Li et al., “An activity-dependent proximity ligation platform for spatially resolved quantification of active enzymes in single cells,” Nat Commun, Nov. 2017, 8(1):1775, 12 pages. |
Li et al., “RASL-seg for Massively Parallel and Quantitative Analysis of Gene Expression,” Curr Protoc Mol Biol., Apr. 2012, 4(13):1-10. |
Li et al., “Review: a comprehensive summary of a decade development of the recombinase polymerase amplification,” Analyst, Dec. 2018, 144(1):31-67. |
Lin et al., “Highly multiplexed imaging of single cells using a high-throughput cyclic immunofluorescence method,” Nat Commun., Sep. 2015, 6:8390, 7 pages. |
Linnarsson, “Recent advances in DNA sequencing methods—general principles of sample preparation,” Experimental Cell Research, 2010, 316(8):1339-1343. |
Liu et al., “High-Spatial-Resolution Multi-Omics Atlas Sequencing of Mouse Embryos via Deterministic Barcoding in Tissue,” BioRxiv, 2019, 55 pages. |
Lizardi et al., “Mutation detection and single-molecule counting using isothermal rolling-circle amplification,” Nat. Genet., 1998, 19(3):225-232. |
Lovatt et al., “Transcriptome in vivo analysis (TIVA) of spatially defined single cells in live tissue,” Nature Methods, 2013, 11(2):190-196. |
Lund et al., “Assessment of methods for covalent binding of nucleic acids to magnetic beads, Dynabeads, and the characteristics of the bound nucleic acids in hybridization reactions,” Nucleic Acids Res., 1988, 16(22):10861-80. |
Lundberg et al., “High-fidelity amplification using a thermostable DNA polymerase isolated from Pyrococcus furiosus,” Gene, 1991, 108(1):1-6. |
Lundberg et al., “Homogeneous antibody-based proximity extension assays provide sensitive and specific detection of low-abundant proteins in human blood,” Nucleic Acids Res., 2011, 39(15):e102, 8 pages. |
Lundberg et al., “Multiplexed homogeneous proximity ligation assays for high-throughput protein biomarker research in serological material,” Mol Cell Proteomics, 2011, 10(4):M110.004978, 11 pages. |
Lundin et al., “Increased throughput by parallelization of library preparation for massive sequencing,” PLoS One, Apr. 2010, 5(4):e10029, 7 pages. |
Lyck et al., “Immunohistochemical markers for quantitative studies of neurons and glia in human neocortex,” J Histochem Cytochem, 2008, 56(3):201-21. |
MacBeath et al., “Printing proteins as microarrays for high-throughput function determination,” Science, Sep. 2000, 289(5485):1760-1763. |
MacIntyre, “Unmasking antigens for immunohistochemistry.,” Br J Biomed Sci., 2001, 58(3):190-6. |
Macosko et al., “Highly Parallel Genome-wide Expression Profiling of Individual Cells Using Nanoliter Droplets,” Cell, 2015, 161:1202-1214. |
Marx, “Method of the Year: spatially resolved transcriptomics,” Nature Methods, 2021, 18(1):9-14. |
McCloskey et al., “Encoding PCR products with batch-stamps and barcodes,” Biochem. Genet., 2007, 45(11-12):761-767. |
Meers et al., “Improved Cut&Run chromatin profiling tools,” Elife, Jun. 2019, 8:e46314, 16 pages. |
Merritt et al., “Multiplex digital spatial profiling of proteins and RNA in fixed tissue,” Nat Biotechnol, May 2020, 38(5):586-599. |
Metzker, “Sequencing technologies—the next generation,” Nature Reviews Genetics, 2010, 11(1):31-46. |
Miele et al., “Mapping cis- and trans-chromatin interaction networks using chromosome conformation capture (3C),” Methods Mol Biol., 2009, 464:105-21. |
Miller et al., “Basic concepts of microarrays and potential applications in clinical microbiology,” Clinical Microbiology Reviews, 2009, 22(4):611-633. |
Miner et al., “Molecular barcodes detect redundancy and contamination in hairpin-bisulfite PCR,” Nucleic Acids Res., Sep. 2004, 32(17):e135, 4 pages. |
Mishra et al., “Three-dimensional genome architecture and emerging technologies: looping in disease,” Genome Medicine, 2017, 9(1):87, 14 pages. |
Mitra et al., “Digital genotyping and haplotyping with polymerase colonies,” Proc. Natl. Acad. Sci. USA, May 2003, 100(10):5926-5931. |
Mizusawa et al., “A bacteriophage lambda vector for cloning with BamHI and Sau3A,” Gene, 1982, 20(3):317-322. |
Morlan et al., “Selective depletion of rRNA enables whole transcriptome profiling of archival fixed tissue.” PLoS One, Aug. 2012, 7(8):e42882, 8 pages. |
Motea et al., “Terminal deoxynucleotidyl transferase: the story of a misguided DNA polymerase,” Biochim Biophys Acta., May 2010, 1804(5):1151-66. |
Nandakumar et al., “How an RNA Ligase Discriminates RNA versus DNA Damage,” Molecular Cell, 2004, 16:211-221. |
Ncbi.nlm.nih.gov, [online], “Molecular Inversion Probe Assay,” available on or before Oct. 14, 2014, via Internet Archive: Wayback Machine URL<https://web.archive.org/web/20141014124037/https://www.ncbi.nlm.nih.gov/probe/docs/techmip/>, retrieved on Jun. 16, 2021, retrieved from URL<https://www.ncbi.nlm.nih.gov/probe/docs/techmip/>, 2 pages. |
Ng et al., “Gene identification signature (GIS) analysis for transcriptome characterization and genome annotation,” Nature Methods, 2005, 2(2):105-111. |
Nichols et al., “RNA Ligases,” Curr Protoc Mol Biol., Oct. 2008, 84(1):3.15.1-3.15.4. |
Nikiforov et al., “The use of 96-well polystyrene plates for DNA hybridization-based assays: an evaluation of different approaches to oligonucleotide immobilization,” Anal Biochem, May 1995, 227(1):201-9. |
Niklas et al., “Selective permeabilization for the high-throughput measurement of compartmented enzyme activities in mammalian cells,” Anal Biochem, Sep. 2011, 416(2):218-27. |
Nowak et al., “Entering the Postgenome Era,” Science, 1995, 270(5235):368-71. |
Ohtsubo et al., “Bacterial insertion sequences,” Curr Top Microbiol Immunol., 1996, 204:1-26. |
Pandey et al., “Inhibition of terminal deoxynucleotidyl transferase by adenine dinucleotides. Unique inhibitory action of Ap5A,” FEBS Lett., Mar. 1987, 213(1):204-8. |
Park et al., “Single cell trapping in larger microwells capable of supporting cell spreading and proliferation,” Microfluid Nanofluid, 2010, 8:263-268. |
Pellestor et al., “The peptide nucleic acids (PNAs), powerful tools for molecular genetics and cytogenetics,” Eur J Hum Genet., Sep. 2004, 12(9):694-700. |
Pemov et al., “DNA analysis with multiplex microarray-enhanced PCR,” Nucl. Acids Res., Jan. 2005, 33(2):e11, 9 pages. |
Perler et al., “Intervening sequences in an Archaea DNA polymerase gen,” Proc Natl Acad Sci USA, Jun. 1992, 89(12):5577-5581. |
Petterson et al., “Generations of sequencing technologies,” Genomics, 2009, 93(2):105-111. |
Picelli et al., “Tn5 transposase and tagmentation procedures for massively scaled sequencing projects,” Genome Res., Dec. 2014, 24(12):2033-40. |
Pipenburg et al., “DNA detection using recombination proteins,” PLoS Biol., Jul. 2006, 4(7):e204, 7 pages. |
Pirici et al., “Antibody elution method for multiple immunohistochemistry on primary antibodies raised in the same species and of the same subtypem,” J. Histochem. Cytochem., Jun. 2009, 57(6):567-75. |
Plasterk, “The Tc1/mariner transposon family,” Curr Top Microbiol Immunol, 1996, 204:125-43. |
Plongthongkum et al., “Advances in the profiling of DNA modifications: cytosine methylation and beyond,” Nature Reviews Genetics, Aug. 2014, 15(10):647-661. |
Polsky-Cynkin et al., “Use of DNA immobilized on plastic and agarose supports to detect DNA by sandwich hybridization,” Clin. Chem., 1985, 31(9):1438-1443. |
U.S. Appl. No. 61/267,363, filed Dec. 7, 2009, 33 pages. |
Raab et al., “Human tRNA genes function as chromatin insulators,” EMBO J., Jan. 2012, 31(2):330-50. |
Ranki et al., “Sandwich hybridization as a convenient method for the detection of nucleic acids in crude samples,” Gene, 1983, 21(1-2):77-85. |
Reinartz et al., “Massively parallel signature sequencing (MPSS) as a tool for in-depth quantitative gene expression profiling in all organisms,” Brief Funct Genomic Proteomic, Feb. 2002, 1(1):95-104. |
Reznikoff, “Tn5 as a model for understanding DNA transposition,” Mol Microbiol., Mar. 2003 47(5):1199-206. |
Ristic et al., “Detection of Protein-Protein Interactions and Posttranslational Modifications Using the Proximity Ligation Assay: Application to the Study of the SUMO Pathway,” Methods Mol. Biol., 2016. 1449:279-90. |
Rodriques et al., “Slide-seq: A scalable technology for measuring genome-wide expression at high spatial resolution,” Science, 2019, 363(6434):1463-1467. |
Ronaghi et al., “A sequencing method based on real-time pyrophosphate,” Science, Jul. 1998, 281(5375):363-365. |
Ronaghi et al., “Real-time DNA sequencing using detection of pyrophosphate release,” Analytical Biochemistry, Nov. 1996, 242(1):84-89. |
Ronaghi, “Pyrosequencing sheds light on DNA sequencing,” Genome Res, Jan. 2001, 11(1):3-11. |
Roy et al., “Assessing long-distance RNA sequence connectivity via RNA-templated DNA-DNA ligation,” eLife, 2015, 4:e03700, 21 pages. |
Salmén et al., “Barcoded solid-phase RNA capture for Spatial Transcriptomics profiling in mammalian tissue sections,” Nature Protocols, Oct. 2018, 13(11):2501-2534. |
Saxonov et al., “10x Genomics, Mastering Biology to Advance Human Health,” PowerPoint, 10x, 2020, 41 pages. |
Schena et al., “Quantitative monitoring of gene expression patterns with a complementary DNA microarray,” Science, Oct. 1995, 270(5235):467-470. |
Schweitzer et al., “Multiplexed protein profiling on microarrays by rolling-circle amplification,” Nature Biotechnology, Apr. 2002, 20(4):359-365. |
Shalon et al., “A DNA microarray system for analyzing complex DNA samples using two-color fluorescent probe hybridization,” Genome Res., Jul. 1996, 6(7):639-45. |
Shelbourne et al., “Fast copper-free click DNA ligation by the ring-strain promoted alkyne-azide cycloaddition reaction,” Chem. Commun., 2011, 47(22):6257-6259. |
Shendure et al., “Accurate multiplex polony sequencing of an evolved bacterial genome,” Science, 2005, 309(5741):1728-1732. |
Simonis et al., “Nuclear organization of active and inactive chromatin domains uncovered by chromosome conformation capture-on-chip (4C),” Nat Genet., Nov. 2006, 38(11):1348-54. |
Skene et al., “An efficient targeted nuclease strategy for high-resolution mapping of DNA binding sites,” Elife, Jan. 2017, 6:e21856, 35 pages. |
Spitale et al., “Structural imprints in vivo decode RNA regulatory mechanisms,” Nature, 2015, 519(7544):486-90. |
Stahl et al., “Visualization and analysis of gene expression in tissue sections by spatial transcriptomics,” Science, Jun. 2016, 353(6294):78-82. |
Stahl et al., “Visualization and analysis of gene expression in tissue sections by spatial transcriptomics,” Supplementary Materials, Science, Jul. 2016, 353(6294):78-82, 41 pages. |
Stimpson et al., “Real-time detection of DNA hybridization and melting on oligonucleotide arrays by using optical wave guides,” Proc Natl Acad Sci USA, Jul. 1995, 92(14):6379-83. |
Stoddart et al., “Single-nucleotide discrimination in immobilized DNA oligonucleotides with a biological nanopore,” PNAS USA., May 2009, 106(19):7702-7707. |
Strell et al., “Placing RNA in context and space—methods for spatially resolved transcriptomics,” The FEBS Journal, 2019, 286(8):1468-1481. |
Stroh et al., “Quantum dots spectrally distinguish multiple species within the tumor milieu in vivo,” Nat Med., Jun. 2005, 11(6):678-82. |
Taylor et al., “Mitochondrial DNA mutations in human disease,” Nature Reviews Genetics, May 2005, 6(5):389-402. |
Tentori et al., “Detection of Isoforms Differing by a Single Charge Unit in Individual Cells,” Chem. Int. Ed., 2016, 55(40):12431-5. |
Tian et al., “Antigen peptide-based immunosensors for rapid detection of antibodies and antigens,” Anal Chem, 2009, 81(13):5218-5225. |
Tijssen et al., “Overview of principles of hybridization and the strategy of nucleic acid assays” in Techniques in Biochemistry and Molecular Biology—Hybridization with Nucleic Acid Probes, 1993, 24(Chapter 2), 65 pages. |
Tolbert et al., “New methods for proteomic research: preparation of proteins with N-terminal cysteines for labeling and conjugation,” Angewandte Chemie International Edition, Jun. 2002, 41(12):2171-4. |
Trejo et al., “Extraction-free whole transcriptome gene expression analysis of FFPE sections and histology-directed subareas of tissue,” PLoS ONE, Feb. 2019, 14(2):e0212031, 22 pages. |
Twyman et al., “Techniques Patents for SNP Genotyping,” Pharmacogenomics, Jan. 2003, 4(1):67-79. |
U.S. Appl. No. 60/416,118 Fan et al., Multiplex Nucleic Acid Analysis Using Archived or Fixed Samples, filed Oct. 3, 2002, 22 pages. |
Van Gelder et al., “Amplified RNA synthesized from limited quantities of heterogeneous cDNA,” Proc. Natl. Acad. Sci. USA, 1990, 87(5):1663-1667. |
Vandernoot et al., “cDNA normalization by hydroxyapatite chromatography to enrich transcriptome diversity in RNA-seq applications,” Biotechniques, Dec. 2012, 53(6):373-80. |
Vasiliskov et al., “Fabrication of microarray of gel-immobilized compounds on a chip by copolymerization,” Biotechniques, Sep. 1999, 27(3):592-606. |
Velculescu et al., “Serial analysis of gene expression,” Science, Oct. 1995, 270(5235):484-7. |
Vickovic et al., “High-definition spatial transcriptomics for in situ tissue profiling,” Nat Methods, Oct. 2019, 16(10):987-990. |
Vincent et al., “Helicase-dependent isothermal DNA amplification,” EMBO Rep., Aug. 2004, 5(8):795-800. |
Viollet et al., “T4 RNA ligase 2 truncated active site mutants: improved tools for RNA analysis,” BMC Biotechnol., Jul. 2011, 11:72, 14 pages. |
Vogelstein et al., “Digital PCR,” Proceedings of the National Academy of Sciences, Aug. 1999, 96(16):9236-9241. |
Waichman et al., “Functional immobilization and patterning of proteins by an enzymatic transfer reaction,” Analytical chemistry, 2010, 82(4):1478-85. |
Walker et al., “Strand displacement amplification—an isothermal, in vitro DNA amplification technique,” Nucleic Acids Research, 1992, 20(7):1691-1696. |
Wang et al., “Concentration gradient generation methods based on microfluidic systems,” RSC Adv., 2017, 7:29966-29984. |
Wang et al., “Imaging-based pooled CRISPR screening reveals regulators of IncRNA localization,” Proc Natl Acad Sci USA, May 2019, 116(22):10842-10851. |
Wang et al., “Tagmentation-based whole-genome bisulfite sequencing,” Nature Protocols, Oct. 2013, 8(10):2022-2032. |
Wang et al., “High-fidelity mRNA amplification for gene profiling,” Nature Biotechnology, Apr. 2000, 18(4):457-459. |
Wang, “RNA amplification for successful gene profiling analysis,” J Transl Med., Jul. 2005, 3:28, 11 pages. |
Weinreich et al., “Evidence that the cis Preference of the Tn5 Transposase is Caused by Nonproductive Multimerization,” Genes and Development, Oct. 1994, 8(19):2363-2374. |
Wiedmann et al., “Ligase chain reaction (LCR)—overview and applications,” PCR Methods Appl., Feb. 1994, 3(4):S51-64. |
Wilson et al., “New transposon delivery plasmids for insertional mutagenesis in Bacillus anthracis,” J Microbiol Methods, Dec. 2007, 71(3):332-5. |
Wolf et al., “Rapid hybridization kinetics of DNA attached to submicron latex particles,” Nucleic Acids Res, 1987, 15(7):2911-2926. |
Wong et al., “Direct Site-Selective Covalent Protein Immobilization Catalyzed by a Phosphopantetheinyl Transferase,” J. Am. Chem Soc., 2008, 130(37):12456-64. |
Worthington et al., “Cloning of random oligonucleotides to create single-insert plasmid libraries,” Anal Biochem, 2001, 294(2):169-175. |
Wu et al., “Detection DNA Point Mutation with Rolling-Circle Amplification Chip,” IEEE, 2010 4th International Conference on Bioinformatics and Biomedical Engineering, Jun. 2010, 4 pages. |
Yeakley et al, “Profiling alternative splicing on fiber-optic arrays,” Nature biotechnology, 2002, 20:353-358. |
Yeakley et al., “A trichostatin A expression signature identified by TempO-Seq targeted whole transcriptome profiling,” PLoS One, May 2017, 12(5):e0178302, 22 pages. |
Yershov et al., “DNA analysis and diagnostics on oligonucleotide microchips,” Proc. Natl. Acad. Sci. USA, May 1996, 93(10):4913-4918. |
Yin et al., “Genetically encoded short peptide tag for versatile protein labeling by Sfp phosphopantetheinyl transferase,” PNAS, 2005, 102(44):15815-20. |
Zhang et al., “Archacal RNA ligase from thermoccocus kodakarensis for template dependent ligation,” RNA Biol., Jan. 2017, 14(1):36-44. |
Zhang et al., “Assembling DNA through Affinity Binding to Achieve Ultrasensitive Protein Detection,” Angew Chem Int Ed Engl., 2013, 52(41):10698-705. |
Zhang et al., “Binding-induced DNA assembly and its application to yoctomole detection of proteins,” Anal Chem, 2012, 84(2):877-884. |
Zhang et al., “Multiplex ligation-dependent probe amplification (MLPA) for ultrasensitive multiplexed microRNA detection using ribonucleotide-modified DNA probes†,” Chem. Commun., 2013, 49:10013-10015. |
Zheng et al., “Origins of human mitochondrial point mutations as DNA polymerase gamma-mediated errors,” Mutat. Res., 2006, 599(1-2):11-20. |
Zhou et al., “Genetically encoded short peptide tags for orthogonal protein labeling by Sfp and AcpS phosphopantetheinyl transferases,” ACS Chemical Biol., 2007, 2(5):337-346. |
Zhu et al., “Reverse transcriptase template switching: a SMART approach for full-length cDNA library construction,” Biotechniques, Apr. 2001, 30(4):892-897. |
U.S. Appl. No. 16/353,937, filed Mar. 14, 2019, Frisen et al. |
U.S. Appl. No. 17/707,189, filed Mar. 29, 2022, Chell et al. |
Dalma-Weiszhausz et al., “The affymetrix GeneChip platform: an overview,” Methods Enzymol., 2006, 410:3-28. |
Jensen et al., “Zinc fixation preserves flow cytometry scatter and fluorescence parameters and allows simultaneous analysis of DNA content and synthesis, and intracellular and surface epitopes,” Cytometry A., Aug. 2010, 77(8):798-804. |
Lahiani et al., “Enabling Histopathological Annotations on Immunofluorescent Images through Virtualization of Hematoxylin and Eosin,” J Pathol Inform., Feb. 2018, 9:1, 8 pages. |
Lou et al., “A review of room temperature storage of biospecimen tissue and nucleic acids for anatomic pathology laboratories and biorepositories,” Clin Biochem., Mar. 2014, 47(4-5):267-73. |
Lykidis et al., “Novel zinc-based fixative for high quality DNA RNA and protein analysis,” Nucleic Acids Res., Jun. 2007, 35(12):e85, 10 pages. |
Miller et al., “Chapter 11—Solid and Suspension Microarrays for Microbial Diagnostics,” Methods in Microbiology, 2015, 42:395-431. |
Nadji et al., “Immunohistochemistry of tissue prepared by a molecular-friendly fixation and processing system,” Appl Immunohistochem Mol Morphol., Sep. 2005, 13(3):277-82. |
Passow et al., “RNAlater and flash freezing storage methods nonrandomly influence observed gene expression in RNAseq experiments,” bioRxiv, Jul. 2018, 28 pages. |
Porreca et al., “Polony DNA sequencing,” Curr Protoc Mol Biol., Nov. 2006, Chapter 7, Unit 7.8, pp. 7.8.1-7.8.22. |
Vickovic et al., “SM-Omics: An automated Platform for High-Throughput Spatial Multi-Omics,” bioRxiv, Oct. 2020, 40 pages. |
Wohnhaas et al., “DMSO cryopreservation is the method of choice to preserve cells for droplet-based single-cell RNA sequencing,” Scientific Reports, Jul. 2019, 9(1):10699, 14 pages. |
Asp et al., “Spatially Resolved Transcriptomes—Next Generation Tools for Tissue Exploration,” Bioessays, Oct. 2020, 42(10):e1900221, 16 pages. |
Balakrishnan et al., “Flap endonuclease 1,” Annu Rev Biochem., Jun. 2013, 82:119-138. |
Bergenstråhle et al., “Seamless integration of image and molecular analysis for spatial transcriptomics workflows,” BMC Genomics, Jul. 2020, 21(1):482, 7 pages. |
Berger et al., “Universal bases for hybridization, replication and chain termination,” Nucleic Acid Res., Aug. 2000, 28(15):2911-2914. |
Blair et al., “Microarray temperature optimization using hybridization kinetics,” Methods Mol Biol., 2009, 529:171-96. |
Bolotin et al., “MiXCR: software for comprehensive adaptive immunity profiling,” Nat Methods., May 2015, 12(5):380-1. |
Chen et al., “Parallel single nucleotide polymorphism genotyping by surface invasive cleavage with universal detection,” Anal Chem., Apr. 2005, 77(8):2400-5. |
Chester et al., “Dimethyl sulfoxide-mediated primer Tm reduction: a method for analyzing the role of renaturation temperature in the polymerase chain reaction,” Anal Biochem, Mar. 1993, 209(2):284-90. |
Ciaccio et al., “Systems analysis of EGF receptor signaling dynamics with microwestern arrays,” Nat Methods, Feb. 2010, 7(2):148-55. |
Gerard et al., “Excess dNTPs minimize RNA hydrolysis during reverse transcription,” Biotechniques, Nov. 2002, 33(5):984, 986, 988, 990. |
Hessner et al., “Genotyping of factor V G1691A (Leiden) without the use of PCR by invasive cleavage of oligonucleotide probes,” Clin Chem., Aug. 2000, 46(8 Pt 1):1051-6. |
Hoffman et al., “Formaldehyde crosslinking: a tool for the study of chromatin complexes,” J Biol Chem., Oct. 2015, 290(44):26404-11. |
Hughes et al., “Microfluidic Western blotting,” PNAS, Dec. 2012, 109(52):21450-21455. |
Jucá et al., “Effect of dimethyl sulfoxide on reverse transcriptase activity,” Braz. J. Med. Biol. Res., Mar. 1995, 28(3):285-90. |
Kalantari et al., “Deparaffinization of formalin-fixed paraffin-embedded tissue blocks using hot water instead of xylene,” Anal Biochem., Aug. 2016, 507:71-3. |
Krzywkowski et al., “Chimeric padlock and iLock probes for increased efficiency of targeted RNA detection,” RNA, Jan. 2019, 25(1):82-89. |
Krzywkowski et al., “Fidelity of RNA templated end-joining by chlorella virus DNA ligase and a novel iLock assay with improved direct RNA detection accuracy,” Nucleic Acids Research, Oct. 2017, 45(18):e161, 9 pages. |
Lyamichev et al., “Invader assay for SNP genotyping,” Methods Mol Biol., 2003, 212:229-40. |
Lyamichev et al., “Polymorphism identification and quantitative detection of genomic DNA by invasive cleavage of oligonucleotide probes,” Nat Biotechnol., Mar. 1999, 17(3):292-6. |
Nilsson et al., “RNA-templated DNA ligation for transcript analysis,” Nucleic Acids Res., Jan. 2001, 29(2):578-81. |
Olivier, “The Invader assay for SNP genotyping,” Mutat. Res., Jun. 2005, 573(1-2):103-110. |
Penno et al., “Stimulation of reverse transcriptase generated cDNAs with specific indels by template RNA structure: retrotransposon, dNTP balance, RT-reagent usage,” Nucleic Acids Res., Sep. 2017, 45(17):10143-10155. |
Perocchi et al., “Antisense artifacts in transcriptome microarray experiments are resolved by actinomycin D,” Nucleic Acids Res., 2007, 35(19):e128, 7 pages. |
Picelli et al., “Full-length RNA-seq from single cells using Smart-seq2,” Nat Protoc., Jan. 2014, 9(1):171-81. |
Schouten et al., “Relative quantification of 40 nucleic acid sequences by multiplex ligation-dependent probe amplification,” Nucleic Acids Res., Jun. 2002, 30(12):e57, 13 pages. |
Singh et al., “High-throughput targeted long-read single cell sequencing reveals the clonal and transcriptional landscape of lymphocytes,” Nat Commun., Jul. 2019, 10(1):3120, 13 pages. |
Sountoulidis et al., “SCRINSHOT, a spatial method for single-cell resolution mapping of cell states in tissue sections,” PLoS Biol., Nov. 2020, 18(11):e3000675, 32 pages. |
Spiess et al., “A highly efficient method for long-chain cDNA synthesis using trehalose and betaine,” Anal. Biochem., Feb. 2002, 301(2):168-74. |
Sutherland et al., “Utility of formaldehyde cross-linking and mass spectrometry in the study of protein-protein interactions,” J. Mass Spectrom., Jun. 2008, 43(6):699-715. |
Toubanaki et al., “Dry-reagent disposable biosensor for visual genotyping of single nucleotide polymorphisms by oligonucleotide ligation reaction: application to pharmacogenetic analysis,” Hum Mutat., Aug. 2008, 29(8):1071-8. |
Tu et al., “TCR sequencing paired with massively parallel 3′ RNA-seq reveals clonotypic T cell signatures,” Nature Immunology, Dec. 2019, 20(12):1692-1699. |
Vázquez Bernat et al., “High-Quality Library Preparation for NGS-Based Immunoglobulin Germline Gene Inference and Repertoire Expression Analysis,” Front Immunol., Apr. 2019, 10:660, 12 pages. |
Wu et al., “RollFISH achieves robust quantification of single-molecule RNA biomarkers in paraffin-embedded tumor tissue samples,” Commun Biol., Nov. 2018, 1:209, 8 pages. |
Yasukawa et al., “Effects of organic solvents on the reverse transcription reaction catalyzed by reverse transcriptases from avian myeloblastosis virus and Moloney murine leukemia virus,” Biosci Biotechnol Biochem., 2010, 74(9):1925-30. |
Illumina.com [online], “Ribo-Zero® rRNA Removal Kit Reference Guide,” Aug. 2016, retrieved on Apr. 26, 2022, retrieved from URL<https://jp.support.illumina.com/content/dam/illumina-support/documents/documentation/chemistry_documentation/ribosomal-depletion/ribo-zero/ribo-zero-reference-guide-15066012-02.pdf>, 36 pages. |
Niedringhaus et al., “Landscape of next-generation sequencing technologies,” Anal Chem., Jun. 2011, 83(12):4327-41. |
Qiu et al., “Combination probes with intercalating anchors and proximal fluorophores for DNA and RNA detection,” Nucleic Acids Research, Sep. 2016, 44(17):e138, 12 pages. |
Schwers et al., “A high-sensitivity, medium-density, and target amplification-free planar waveguide microarray system for gene expression analysis of formalin-fixed and paraffin-embedded tissue,” Clin. Chem., Nov. 2009, 55(11):1995-2003. |
Zhao et al., “Isothermal Amplification of Nucleic Acids,” Chemical Reviews, Nov. 2015, 115(22):12491-12545. |
Appella, “Non-natural nucleic acids for synthetic biology,” Current Opinion in Chemical Biology, Dec. 2009, 13(5-6): 687-696. |
Bunt et al., “FRET from single to multiplexed signaling events,” Biophys Rev. Apr. 2017, 9(2): 119-129. |
Grünweller et al., “Locked Nucleic Acid Oligonucleotides,” BioDrugs, Jul. 2007, 21(4): 235-243. |
Gu et al., “Multiplex single-molecule interaction profiling of DNA-barcoded proteins,” Nature, Sep. 21, 2014, 515:554-557. |
Ma et al., “Isothermal amplification method for next-generation sequencing,” PNAS, Aug. 12, 2013, 110(35):14320-14323. |
Orenstein et al., “γPNA FRET Pair Miniprobes for Quantitative Fluorescent In Situ Hybridization to Telomeric DNA in Cells and Tissue,” Molecules, Dec. 2, 2017, 22(12):2117, 15 pages. |
Arslan et al., “Engineering of a superhelicase through conformational control (Supplementary Materials),” Science, Apr. 17, 2015, 348(6232):344-347, 18 pages. |
Arslan et al., “Engineering of a superhelicase through conformational control,” Science, Apr. 17, 2015, 348(6232):344-347. |
Baner et al., “Signal amplification of padlock probes by rolling circle replication,” Nucleic Acids Res., 1998, 26(22):5073-5078. |
Borm et al., “High throughput Human embryo spatial transcriptome mapping by surface transfer of tissue RNA,” Abstracts Selected Talks, Single Cell Genomics mtg, (SCG2019), 2019, 1 pages (Abstract Only). |
Chen et al., “Efficient in situ barcode sequencing using padlock probe-based BaristaSeq,” Nucleic Acids Res., 2018, 46(4): e22, 11 pages. |
Chen et al., “Large field of view-spatially resolved transcriptomics at nanoscale resolution,” bioRxiv, Jan. 19, 2021, retrieved from URL <https://www.biorxiv.org/node/1751045.abstract>, 37 pages. |
Cho et al., “Seq-Scope: Submicrometer-resolution spatial transcriptomics for single cell and subcellular studies,” bioRxiv, Jan. 27, 2021, retrieved from URL <https://www.biorxiv.org/node/1754517.abstract>, 50 pages. |
Codeluppi et al., “Spatial organization of the somatosensory cortex revealed by osmFISH,” Nature Methods, Nov. 2018, 15:932-935. |
Dean et al., “Rapid Amplification of Plasmid and Phage DNA Using Phi29 DNA Polymerase and Multiply-Primed Rolling Circle Amplification,” Genome Research, Jun. 2001, 11:1095-1099. |
Eng et al., “Transcriptome-scale super-resolved imaging in tissues by RNA seqFISH+,” Nature, Apr. 2019, 568(7751):235-239, 37 pages. |
Ergin et al., “Proteomic Analysis of PAXgene-Fixed Tissues,” J Proteome Res., 2010, 9(10):5188-96. |
Faruqi et al., “High-throughput genotyping of single nucleotide polymorphisms with rolling circle amplification,” BMC Genomics, Aug. 2001, 2:4, 10 pages. |
Gao et al., “A highly homogeneous expansion microscopy polymer composed of tetrahedron-like monomers,” bioRxiv, Oct. 22, 2019, 23 pages (Preprint). |
Gilar et al., “Study of phosphorothioate-modified oligonucleotide resistance to 3′-exonuclease using capillary electrophoresis,” J Chromatogr B Biomed Sci Appl., Aug. 28, 1998, 714(1):13-20. |
Goh et al., “Highly Specific Multiplexed RNA Imaging in Tissues With Split-FISH,” Nat Methods, Jun. 15, 2020, 17(7):689-693, 21 pages. |
Goransson et al., “A single molecule array for digital targeted molecular analyses,” Nucleic Acids Res., Nov. 25, 2009, 37(1):e7, 9 pages. |
Li et al., “A new GSH-responsive prodrug of 5-aminolevulinic acid for photodiagnosis and photodynamic therapy of tumors,” European Journal of Medicinal Chemistry, Nov. 2019, 181:111583, 9 pages. |
Liu et al., “High-Spatial-Resolution Multi-Omnics Sequencing via Deterministic Barcoding in Tissue,” Cell, Nov. 13, 2020, 183(6):1665-1681, 36 pages. |
Liu et al., “Spatial transcriptome sequencing of FFPE tissues at cellular level,” bioRxiv 788992, Oct. 14, 2020, 39 pages. |
Mathieson et al., “A Critical Evaluation of the PAXgene Tissue Fixation System: Morphology, Immunohistochemistry, Molecular Biology, and Proteomics,” Am J Clin Pathol., Jul. 8, 2016, 146(1):25-40. |
Mignardi et al., “Oligonucleotide gap-fill ligation for mutation detection and sequencing in situ,” Nucleic Acids Research, Aug. 3, 2015, 43(22):e151, 12 pages. |
Mohsen et al., “The Discovery of Rolling Circle Amplification and Rolling Circle Transcription,” Acc Chem Res., Nov. 15, 2016, 49(11):2540-2550, 25 pages. |
Nallur et al., “Signal amplification by rolling circle amplification on DNA microarrays,” Nucleic Acids Res., Dec. 1, 2001, 29(23):e118, 9 pages. |
Raj et al., “Imaging individual mRNA molecules using multiple singly labeled probes,” Nature Methods, Oct. 2008, 5(10):877-879, 9 pages. |
Schweitzer et al., “Immunoassays with rolling circle DNA amplification: A versatile platform for ultrasensitive antigen detection,” Proc. Natl Acad. Sci. USA, May 22, 2000, 97:10113-119. |
Takei et al., “Integrated Spatial Genomics Reveals Global Architecture of Single Nuclei,” Nature, Jan. 27, 2021, 590(7845):344-350, 53 pages. |
Xia et al., “Spatial transcriptome profiling by MERFISH reveals subcellular RNA compartmentalization and cell cycle-dependent gene expression”, Proceedings of the National Academy of Sciences, Sep. 2019, 116(39):19490-19499. |
Belaghzal et al., “Hi-C 2.0: An Optimized Hi-C Procedure for High-Resolution Genome-Wide Mapping of Chromosome Conformation,” Methods, Jul. 1, 2017, 123:56-65, 20 pages. |
Belton et al., “Hi-C: A comprehensive technique to capture the conformation of genomes,” Methods, Nov. 2012, 58(3):268-276, 16 pages. |
Chen et al. “Arrayed profiling of multiple glycans on whole living cell surfaces.” Analytical chemistry, Oct. 15, 2013, 85(22):11153-11158. |
Fan et al., “Illumina Universal Bead Arrays,” Methods in Enzymology, 2006, 410:57-73. |
Mamedov et al., “Preparing unbiased T-cell receptor and antibody cDNA libraries for the deep next generation sequencing profiling,” Frontiers in Immunol., Dec. 23, 2013, 4(456):1-10. |
Oksuz et al., “Systematic evaluation of chromosome conformation capture assays,” Nature Methods, Sep. 2021, 18:1046-1055. |
Rohland et al., “Partial uracil-DNA-glycosylase treatment for screening of ancient DNA,” Phil. Trans. R. Soc. B, Jan. 19, 2015, 370(1660): 20130624, 11 pages. |
Su et al., “Restriction enzyme selection dictates detection range sensitivity in chromatin conformation capture-based variant-to-gene mapping approaches,” bioRxiv, Dec. 15, 2020, 22 pages. |
Sun et al., “Statistical Analysis of Spatial Expression Pattern for Spatially Resolved Transcriptomic Studies,” Nature Methods, Jan. 27, 2020, 17(2): 193-200. |
Svensson et al., “SpatialDE: identification of spatially variable genes,” Nature Methods, May 2018, 15:343-346, 15 pages. |
Bentzen et al., “Large-scale detection of antigen-specific T cells using peptide-MHC-I multimers labeled with DNA barcodes,” Nat Biotechnol., Oct. 2016, 34(10):1037-1045, 12 pages. |
Hadrup et al., “Parallel detection of antigen-specific T-cell responses by multidimensional encoding of MHC multimers,” Nat. Methods., Jul. 2009, 6(7), 520-526. |
Hobro et al, “An evaluation of fixation methods: Spatial and compositional cellular changes observed by Raman imaging,” Vibrational Spectroscopy, Jul. 2017, 91:31-45. |
Landegren et al., “A Ligase-Mediated Gene Detection Technique,” Science, 1988, 241(4869):1077-1080. |
Schmidl et al., “ChIPmentation: fast, robust, low-input ChIP-seq for histones and transcription factors,” Nature Methods, Oct. 2015, 12:963-965. |
Bibikova et al., “Quantitative gene expression profiling in formalin-fixed paraffin-embedded tissues using universal bead arrays,” The American Journal of Pathology, Nov. 1, 2004, 165(5):1799-1807. |
Choi et al., “Multiplexed detection of mRNA using porosity-tuned hydrogel microparticles,” Analytical chemistry, Sep. 28, 2012, 84(21):9370-9378. |
Fan et al., “A versatile assay for high-throughput gene expression profiling on universal array matrices,” Genome Research, May 1, 2004, 14(5):878-885. |
Goldmeyer et al., “Development of a novel one-tube isothermal reverse transcription thermophilic helicase-dependent amplification platform for rapid RNA detection,” Journal of Molecular Diagnostics, American Society for Investigative Pathology and the Association for Molecular Pathology, Nov. 1, 2007, 9(5):639-644. |
Zahra et al., “Assessment of Different Permeabilization Methods of Minimizing Damage to the Adherent Cells for Detection of Intracellular RNA by Flow Cytometry,” Avicenna Journal of Medical Biotechnology, Jan. 1, 2014, 6(1):38-46. |
Howell et al., “iFRET: An Improved Fluorescence System for DNA-Melting Analysis,” Genome Research, 2002, 12:1401-1407. |
Nam et al., “Nanoparticle-Based Bio-Bar Codes for the Ultrasensitive Detection of Proteins,” Science, Sep. 26, 2003, 301(5641):1884-1886. |
Redmond et al., “Single-cell TCRseq: paired recovery of entire T-cell alpha and beta chain transcripts in T-cell receptors from single-cell RNAseq,” Genome Med, 2016, 8:80, 12 pages. |
Number | Date | Country | |
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20210238680 A1 | Aug 2021 | US |
Number | Date | Country | |
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62969469 | Feb 2020 | US |