COMPOSITIONS AND METHODS FOR TARGETING MULTINUCLEATED CELLS

Abstract
The present invention provides for methods and compositions for specifically targeting a nuclei type in a multinucleated cell or population of multinucleated cells, wherein the composition comprises one or more nucleotide sequences operably linked to one or more regulatory sequences specifically active in the nuclei.
Description
REFERENCE TO AN ELECTRONIC SEQUENCE LISTING

The contents of the electronic sequence listing (BROD-4180WP_ST25.txt”; Size is 8 Kilobytes and it was created on May 5, 2020) is herein incorporated by reference in its entirety.


TECHNICAL FIELD

The subject matter disclosed herein is generally directed to gene therapies that target specific types of nuclei in multinucleated cells.


BACKGROUND

Various gene therapy approaches have been used for treating diseases resulting from genetic mutations. However, the current gene therapies may not be suitable for treating diseases related to multinucleated cells, e.g., muscular dystrophy related to muscle cells. It is presently not known whether all nuclei in a multinucleated cell express the same genes and whether current gene therapy approaches targeting multinucleated cells can effectively treat the diseases.


SUMMARY

In one aspect, the present invention provides for a composition for specifically targeting a nuclei type in a multinucleated cell or population of multinucleated cells, wherein the composition comprises one or more nucleotide sequences operably linked to one or more regulatory sequences specifically active in the nuclei. In certain embodiments, the multinucleated cell is selected from the group consisting of a skeletal muscle cell, cardiac muscle cell, liver cell and placenta cell. In certain embodiments, the one or more regulatory sequences comprises a promoter active in the nuclei. In certain embodiments, the one or more regulatory sequences comprises an enhancer active in the nuclei.


In certain embodiments, the composition further comprises one or more viral vectors selected from the group consisting of adeno-associated virus (AAV) vectors, lentivirus vectors, and adenovirus vectors. In certain embodiments, the viral vector is a recombinant AAV (rAAV) vector. In certain embodiments, the rAAV is selected from the group consisting of rAAV6, rAAV1, rAAV7, rAAV8, and rAAV 9. In certain embodiments, the rAAV is rAAV6. In certain embodiments, the composition is a nucleoprotein complex.


In certain embodiments, the one or more nucleotide sequences encodes one or more components of a CRISPR system, a zinc finger nuclease system, a TALE system, a TALEN system, a meganuclease, antisense oligonucleotide, or RNAi system. In certain embodiments, the composition further comprises a homologous donor template. In certain embodiments, the CRISPR system is a Class 1 or Class 2 CRISPR system. In certain embodiments, the Class 2 system comprises a Type II Cas polypeptide. In certain embodiments, the Type II Cas is a Cas9. In certain embodiments, the Class 2 system comprises a Type V Cas polypeptide. In certain embodiments, the Type V Cas is Cas12a, Cas12b, Cas12c, Cas12d (CasY), Cas12e(CasX), or Cas14. In certain embodiments, the Class 2 system comprises a Type VI Cas polypeptide. In certain embodiments, the Type VI Cas is Cas13a, Cas13b, Cas13c or Cas13d. In certain embodiments, the CRISPR system comprises an inactivated CRISPR enzyme (dCas) fused or otherwise linked to a nucleotide deaminase. In certain embodiments, the nucleotide deaminase is a cytidine deaminase or an adenosine deaminase. In certain embodiments, the dCas is a dCas9, dCas12, or dCas13. In certain embodiments, the nucleotide deaminase is capable of DNA editing. In certain embodiments, the nucleotide deaminase is capable of altering mRNA splicing by editing mRNA. In certain embodiments, the composition further comprises an AAV replication system capable of generating antisense DNA molecules or homologous donor templates.


In certain embodiments, the one or more regulatory sequences are derived from endogenous regulatory sequences that control expression of one or more myocyte nuclei specific genes selected from the group consisting of: PDK4, PDE4D, DMD, NEB, TTN, SVIL, RP11-434D9.1, MLIP, PDLIM5 and EYA4; or TTN, NEB, MLIP, SVIL, DMD, NEXN, RP11-362A9.3, PDE4D, FBXO32 and TRDN; or PDE4D, NEB, TRIM63, MLIP, EYA4, FBXO32, TBC1D8, TTN, GBE1 and DMD; or RP11-434D9.1, ART3, EMC10, SVIL, NEXN, BCL6, DMD, MYO18B, SESN1 and TTN; or GBE1, PDE4D, DMD, MLIP, EYA4, NEAT1, ACACB, UBE2E2, TBC1D8 and KIAA1217; or NEAT1, MALAT1, BCL6, NEXN, DMD, NEDD4, TNNT3, ART3, SESN1 and SVIL; or MLIP, PDE4D, DMD, SVIL, RP11-362A9.3, NEB, TTN, EYA4, NEXN and FBXO32; or genes in Table 1A cluster 2; or genes in Table 1A cluster 0; or genes in Table 2A cluster 2; or genes in Table 2A cluster 0; or genes in Table 3A cluster 2; or genes in Table 3A cluster 0; or genes in Table 4A cluster 0, whereby the composition is specific to nuclei expressing the one or more markers. In certain embodiments, the one or more regulatory sequences comprises a promoter specific to the one or more genes. In certain embodiments, the one or more regulatory sequences comprises an enhancer specific to the one or more genes.


In certain embodiments, the composition is for use in treating muscular dystrophy in a subject in need thereof, wherein the composition is capable of altering expression of dystrophin in the specific nuclei. In certain embodiments, the muscular dystrophy is Duchenne's muscular dystrophy (DMD). In certain embodiments, the muscular dystrophy is Becker muscular dystrophy (BMD). In certain embodiments, the nucleotide sequence encodes an antisense oligonucleotide or antisense nucleotide system capable of inducing exon skipping in dystrophin mRNA. In certain embodiments, the antisense oligonucleotide or antisense nucleotide system induces exon skipping at exon 43, 44, 50, 51, 52 or 55. In certain embodiments, the nucleotide sequence encodes an exogenous dystrophin gene or functional fragment. In certain embodiments, the CRISPR system, zinc finger nuclease system, or TALE system edits a splice site in dystrophin mRNA. In certain embodiments, the splice site is within 50 bases from exon 43, 44, 50, 51, 52, or 55 in dystrophin mRNA. In certain embodiments, the CRISPR system, zinc finger nuclease system, TALEN system, or a meganuclease specifically cuts the endogenous dystrophin gene. In certain embodiments, the composition further comprises a means for generating a homologous donor template specific for repairing the endogenous dystrophin gene.


In another aspect, the present invention provides for a method of treating muscular dystrophy in a subject in need thereof comprising administering the composition to the subject. In certain embodiments, the composition according to any embodiment herein is administered by intramuscular or intravascular injection.


In another aspect, the present invention provides for a composition according to any embodiment herein for use in treating a monogenic disease associated with multinucleated cells in a subject in need thereof, wherein the composition is capable of altering expression of the gene causing the disease in the specific nuclei where the gene is normally expressed in a healthy subject. In certain embodiments, the disease is autosomal dominant, autosomal recessive, X-linked recessive, or X-linked dominant.


In another aspect, the present invention provides for a method of treating a monogenic disease associated with multinucleated cells in a subject in need thereof comprising administering the composition to the subject. In certain embodiments, the composition is administered by intramuscular or intravascular injection.


In certain embodiments, the composition according to any embodiment herein alters the gene exclusively in nuclei where it is expressed in a normal subject. In certain embodiments, the regulatory sequence of the composition according to any embodiment herein does not comprise the CMV, CK8, MHCK7, MCK, MB, ACTA1, TPM2, TPM3 or CKM promoter.


These and other aspects, objects, features, and advantages of the example embodiments will become apparent to those having ordinary skill in the art upon consideration of the following detailed description of illustrated example embodiments.





BRIEF DESCRIPTION OF THE DRAWINGS

An understanding of the features and advantages of the present invention will be obtained by reference to the following detailed description that sets forth illustrative embodiments, in which the principles of the invention may be utilized, and the accompanying drawings of which:



FIG. 1—Plots on expression of example genes in clusters of CST isolated nuclei from skeletal muscle.



FIG. 2—shows clusters of cells identified in skeletal muscle nuclei by Uniform Manifold Approximation and Projection (UMAP). Nuclei were isolated from tissues using the following lysis buffers: CST, TZ, NST, and TST.



FIG. 3A-FIG. 3E—UMAP clusters from nuclei extracted with different lysis buffers where the expression of the indicated genes is projected on the clusters. FIG. 3A—UMAP plots from combined four nuclei extractions across three individuals per extraction. FIG. 3B—UMAP plots from EZ nuclei extraction and across three individuals. FIG. 3C—UMAP plots from NST nuclei extraction and across three individuals. FIG. 3D—UMAP plots from CST nuclei extraction and across three individuals. FIG. 3E—UMAP plots from TST nuclei extraction and across three individuals.





The figures herein are for illustrative purposes only and are not necessarily drawn to scale.


DETAILED DESCRIPTION OF THE EXAMPLE EMBODIMENTS
General Definitions

Unless defined otherwise, technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this disclosure pertains. Definitions of common terms and techniques in molecular biology may be found in Molecular Cloning: A Laboratory Manual, 2nd edition (1989) (Sambrook, Fritsch, and Maniatis); Molecular Cloning: A Laboratory Manual, 4th edition (2012) (Green and Sambrook); Current Protocols in Molecular Biology (1987) (F. M. Ausubel et al. eds.); the series Methods in Enzymology (Academic Press, Inc.): PCR 2: A Practical Approach (1995) (M. J. MacPherson, B. D. Hames, and G. R. Taylor eds.): Antibodies, A Laboratory Manual (1988) (Harlow and Lane, eds.): Antibodies A Laboratory Manual, 2nd edition 2013 (E. A. Greenfield ed.); Animal Cell Culture (1987) (R. I. Freshney, ed.); Benjamin Lewin, Genes IX, published by Jones and Bartlet, 2008 (ISBN 0763752223); Kendrew et al. (eds.), The Encyclopedia of Molecular Biology, published by Blackwell Science Ltd., 1994 (ISBN 0632021829); Robert A. Meyers (ed.), Molecular Biology and Biotechnology: a Comprehensive Desk Reference, published by VCH Publishers, Inc., 1995 (ISBN 9780471185710); Singleton et al., Dictionary of Microbiology and Molecular Biology 2nd ed., J. Wiley & Sons (New York, N.Y. 1994), March, Advanced Organic Chemistry Reactions, Mechanisms and Structure 4th ed., John Wiley & Sons (New York, N.Y. 1992); and Marten H. Hofker and Jan van Deursen, Transgenic Mouse Methods and Protocols, 2nd edition (2011).


As used herein, the singular forms “a”, “an”, and “the” include both singular and plural referents unless the context clearly dictates otherwise.


The term “optional” or “optionally” means that the subsequent described event, circumstance or substituent may or may not occur, and that the description includes instances where the event or circumstance occurs and instances where it does not.


The recitation of numerical ranges by endpoints includes all numbers and fractions subsumed within the respective ranges, as well as the recited endpoints.


The terms “about” or “approximately” as used herein when referring to a measurable value such as a parameter, an amount, a temporal duration, and the like, are meant to encompass variations of and from the specified value, such as variations of +/−10% or less, +/−5% or less, +/−1% or less, and +/−0.1% or less of and from the specified value, insofar such variations are appropriate to perform in the disclosed invention. It is to be understood that the value to which the modifier “about” or “approximately” refers is itself also specifically, and preferably, disclosed.


As used herein, a “biological sample” may contain whole cells and/or live cells and/or cell debris. The biological sample may contain (or be derived from) a “bodily fluid”. The present invention encompasses embodiments wherein the bodily fluid is selected from amniotic fluid, aqueous humour, vitreous humour, bile, blood serum, breast milk, cerebrospinal fluid, cerumen (earwax), chyle, chyme, endolymph, perilymph, exudates, feces, female ejaculate, gastric acid, gastric juice, lymph, mucus (including nasal drainage and phlegm), pericardial fluid, peritoneal fluid, pleural fluid, pus, rheum, saliva, sebum (skin oil), semen, sputum, synovial fluid, sweat, tears, urine, vaginal secretion, vomit and mixtures of one or more thereof. Biological samples include cell cultures, bodily fluids, cell cultures from bodily fluids. Bodily fluids may be obtained from a mammal organism, for example by puncture, or other collecting or sampling procedures.


The terms “subject,” “individual,” and “patient” are used interchangeably herein to refer to a vertebrate, preferably a mammal, more preferably a human. Mammals include, but are not limited to, murines, simians, humans, farm animals, sport animals, and pets. Tissues, cells and their progeny of a biological entity obtained in vivo or cultured in vitro are also encompassed.


The term “exemplary” is used herein to mean serving as an example, instance, or illustration. Any aspect or design described herein as “exemplary” is not necessarily to be construed as preferred or advantageous over other aspects or designs. Rather, use of the word exemplary is intended to present concepts in a concrete fashion.


Various embodiments are described hereinafter. It should be noted that the specific embodiments are not intended as an exhaustive description or as a limitation to the broader aspects discussed herein. One aspect described in conjunction with a particular embodiment is not necessarily limited to that embodiment and can be practiced with any other embodiment(s). Reference throughout this specification to “one embodiment”, “an embodiment,” “an example embodiment,” means that a particular feature, structure or characteristic described in connection with the embodiment is included in at least one embodiment of the present invention. Thus, appearances of the phrases “in one embodiment,” “in an embodiment,” or “an example embodiment” in various places throughout this specification are not necessarily all referring to the same embodiment, but may. Furthermore, the particular features, structures or characteristics may be combined in any suitable manner, as would be apparent to a person skilled in the art from this disclosure, in one or more embodiments. Furthermore, while some embodiments described herein include some but not other features included in other embodiments, combinations of features of different embodiments are meant to be within the scope of the invention. For example, in the appended claims, any of the claimed embodiments can be used in any combination.


All publications, published patent documents, and patent applications cited herein are hereby incorporated by reference to the same extent as though each individual publication, published patent document, or patent application was specifically and individually indicated as being incorporated by reference.


OVERVIEW

The present disclosure provides for compositions and methods for manipulating genes in specific nuclei in multinucleated cells. Using single nuclei sequencing, Applicants have discovered that nuclei in a multinucleated cell have different gene expression programs. Applicants have identified that genes with mutations related to genetic diseases are expressed in different nuclei in the multinucleated cell. Thus, Applicants have identified that a challenge of using gene therapy for treating a disease related to multinucleated cells is the selective delivery of therapeutic reagents to specific nuclei that express the mutated genes. As used herein, “expression” may refer to transcription of a gene in the nucleus to obtain mRNA. Targeting the correct nuclei can be critical to ensure the efficacy and safety of the treatment. For example, if a mutated gene is corrected in the wrong nuclei there will be no therapeutic effect. Furthermore, off target effects caused by the gene therapy can be limited if the mutation is corrected in only nuclei where the mutated gene is transcribed. Thus, there is a need for compositions and methods for targeted delivery of gene therapy in specific nuclei of multinucleated cells.


The compositions and methods may be used for treating diseases related to multinucleated cells, such as muscular dystrophy. In general, the approach takes advantage of regulatory sequences that are active in specific nuclei. A nucleotide sequence may be operably linked with such regulatory sequence(s). With the control of the regulatory sequence(s), the nucleotide sequence may only be active (expressed) in the specific nuclei in a multinucleated cell.


In an aspect, the present disclosure includes a composition (e.g., a plasmid, vector) comprising one or more nucleotide sequences operably linked to one or more regulatory sequences specifically active in selected nuclei. The nucleotide sequences may manipulate the sequences, expression, and/or activity of genes in the selected nuclei. For example, the nucleotide sequences may be or encode guide RNA in a CRISPR-Cas system or interference RNA.


In another aspect, the disclosure provides methods for treating a disease. The method may comprise delivering the composition to multinucleated cells (e.g., muscle cells) where it specifically manipulates genes in only selected nuclei in the cells.


Compositions for Targeting Nuclei Subtypes

The present disclosure includes compositions for targeting specific nuclei in a multinucleated cell. In general, the composition may comprise one or more nucleotide sequences operably linked to one or more regulatory sequences. In some embodiments, the composition is capable of specifically targeting a type of nuclei in a multinucleated cell or population of multinucleated cells. Such composition may comprise one or more nucleotide sequences operably linked to one or more regulatory sequences specifically active in the nuclei.


In certain embodiments, the compositions are therapeutic compositions or agents. The terms “therapeutic agent”, “therapeutic capable agent” or “treatment agent” are used interchangeably and refer to a molecule or compound that confers some beneficial effect upon administration to a subject. The beneficial effect includes enablement of diagnostic determinations; amelioration of a disease, symptom, disorder, or pathological condition; reducing or preventing the onset of a disease, symptom, disorder or condition; and generally counteracting a disease, symptom, disorder or pathological condition.


As used herein, “treatment” or “treating,” or “palliating” or “ameliorating” are used interchangeably. These terms refer to an approach for obtaining beneficial or desired results including but not limited to a therapeutic benefit and/or a prophylactic benefit. By therapeutic benefit is meant any therapeutically relevant improvement in or effect on one or more diseases, conditions, or symptoms under treatment. For prophylactic benefit, the compositions may be administered to a subject at risk of developing a particular disease, condition, or symptom, or to a subject reporting one or more of the physiological symptoms of a disease, even though the disease, condition, or symptom may not have yet been manifested. As used herein “treating” includes ameliorating, curing, preventing it from becoming worse, slowing the rate of progression, or preventing the disorder from re-occurring (i.e., to prevent a relapse).


The term “effective amount” or “therapeutically effective amount” refers to the amount of an agent that is sufficient to effect beneficial or desired results. The therapeutically effective amount may vary depending upon one or more of: the subject and disease condition being treated, the weight and age of the subject, the severity of the disease condition, the manner of administration and the like, which can readily be determined by one of ordinary skill in the art. The term also applies to a dose that will provide an image for detection by any one of the imaging methods described herein. The specific dose may vary depending on one or more of: the particular agent chosen, the dosing regimen to be followed, whether it is administered in combination with other compounds, timing of administration, the tissue to be imaged, and the physical delivery system in which it is carried.


Nucleotide Sequences

Nucleotide sequences herein may be nucleic acids or polynucleotides. A nucleotide sequence may be DNA, RNA, or a hybrid thereof, including without limitation, cDNA, mRNA, genomic DNA, mitochondrial DNA, guide sequence, sgRNA, siRNA, shRNA, miRNA, tRNA, rRNA, snRNA, lncRNA, and synthetic (such as chemically synthesized) DNA or RNA or hybrids thereof, or fragments thereof. The nucleotide sequence may be double-stranded or single-stranded. Where single-stranded, the nucleic acid may be the sense strand or the antisense strand. The nucleotide sequences may include natural nucleotides (such as A, T/U, C, and G), modified nucleotides, analogs of natural nucleotides, such as labeled nucleotides, or any combination thereof.


Modified Nucleotides

In some cases, the nucleotide sequences may include modified nucleotides. The major nucleotides of DNA are deoxyadenosine 5′-triphosphate (dATP or A), deoxyguanosine 5′-triphosphate (dGTP or G), deoxycytidine 5′-triphosphate (dCTP or C) and deoxythymidine 5′-triphosphate (dTTP or T). The major nucleotides of RNA are adenosine 5′-triphosphate (ATP or A), guanosine 5′-triphosphate (GTP or G), cytidine 5′-triphosphate (CTP or C) and uridine 5′-triphosphate (UTP or U). Nucleotides include those nucleotides containing modified bases, modified sugar moieties, and modified phosphate backbones, for example as described in U.S. Pat. No. 5,866,336 to Nazarenko et al.


Examples of modified base moieties which can be used to modify nucleotides at any position on its structure include, but are not limited to: 5-fluorouracil, 5-bromouracil, 5-chlorouracil, 5-iodouracil, hypoxanthine, xanthine, acetylcytosine, 5-(carboxyhydroxylmethyl) uracil, 5-carboxymethylaminomethyl-2-thiouridine, 5-carboxymethylaminomethyluracil, dihydrouracil, beta-D-galactosylqueosine, inosine, N-6-sopentenyladenine, 1-methylguanine, 1-methylinosine, 2,2-dimethylguanine, 2-methyladenine, 2-methylguanine, 3-methylcytosine, 5-methyl cytosine, N6-adenine, 7-methylguanine, 5-methylaminomethyluracil, methoxyarninomethyl-2-thiouracil, beta-D-mannosylqueosine, 5′-methoxycarboxymethyluracil, 5-methoxyuracil, 2-methylthio-N6-isopentenyladenine, uracil-5-oxyacetic acid, pseudouracil, queosine, 2-thiocytosine, 5-methyl-2-thiouracil, 2-thiouracil, 4-thiouracil, 5-methyluracil, uracil-5-oxyacetic acid methylester, uracil-S-oxyacetic acid, 5-methyl-2-thiouracil, 3-(3-amino-3-N-2-carboxypropyl) uracil, 2,6-diaminopurine and biotinylated analogs, amongst others.


Examples of modified sugar moieties which may be used to modify nucleotides at any position on its structure include, but are not limited to arabinose, 2-fluoroarabinose, xylose, and hexose, or a modified component of the phosphate backbone, such as phosphorothioate, a phosphorodithioate, a phosphoramidothioate, a phosphoramidate, a phosphordiamidate, a methylphosphonate, an alkyl phosphotriester, or a formacetal or analog thereof.


Labels

The nucleotide sequences may comprise one or more labels such as detectable moieties. In some examples, compositions with such nucleotide sequences may be used for labelling specific nuclei in a multinucleated cell. The labels may be used for visualizing, tracking, identifying, isolating, and/or analyzing the specific nuclei. In some examples, the labels may be detectable by spectroscopic, photochemical, biochemical, immunochemical, electrical, optical or chemical means. Such labeled nucleotide sequence may be used for diagnosis of diseases related to multinucleated cells.


Examples of the labels include fluorophores, fluorescent dyes, enzymes, coenzymes, chemiluminescent substances, and radioactive substances. Specific examples include radioisotopes (e.g., 32P, 14C, 125I, 3H, and 131I), fluorescein, rhodamine, dansyl chloride, umbelliferone, luciferase, peroxidase, alkaline phosphatase, 0-galactosidase, p-glucosidase, horseradish peroxidase, glucoamylase, lysozyme, saccharide oxidase, microperoxidase, biotin, and ruthenium. In the case where biotin is employed as a label, after addition of a biotin-labeled antibody, streptavidin bound to an enzyme (e.g., peroxidase) is further added. In some examples, the label may be a fluorescent label. Examples of fluorescent labels include, but are not limited to, Atto dyes, 4-acetamido-4′-isothiocyanatostilbene-2,2′disulfonic acid; acridine and derivatives: acridine, acridine isothiocyanate; 5-(2′-aminoethyl)aminonaphthalene-1-sulfonic acid (EDANS); 4-amino-N-[3-vinylsulfonyl)phenyl]naphthalimide-3,5 disulfonate; N-(4-anilino-1-naphthyl)maleimide; anthranilamide; BODIPY; Brilliant Yellow; coumarin and derivatives; coumarin, 7-amino-4-methylcoumarin (AMC, Coumarin 120), 7-amino-4-trifluoromethylcouluarin (Coumaran 151); cyanine dyes; cyanosine; 4′,6-diaminidino-2-phenylindole (DAPI); 5′5″-dibromopyrogallol-sulfonaphthalein (Bromopyrogallol Red); 7-diethylamino-3-(4′-isothiocyanatophenyl)-4-methylcoumarin; diethylenetriamine pentaacetate; 4,4′-diisothiocyanatodihydro-stilbene-2,2′-disulfonic acid; 4,4′-diisothiocyanatostilbene-2,2′-disulfonic acid; 5-[dimethylamino]naphthalene-1-sulfonyl chloride (DNS, dansylchloride); 4-dimethylaminophenylazophenyl-4′-isothiocyanate (DABITC); eosin and derivatives; eosin, eosin isothiocyanate, erythrosin and derivatives; erythrosin B, erythrosin, isothiocyanate; ethidium; fluorescein and derivatives; 5-carboxyfluorescein (FAM), 5-(4,6-dichlorotriazin-2-yl)aminofluorescein (DTAF), 2′,7′-dimethoxy-4′5′-dichloro-6-carboxyfluorescein, fluorescein, fluorescein isothiocyanate, QFITC, (XRITC); fluorescamine; IR144; IR1446; Malachite Green isothiocyanate; 4-methylumbelliferoneortho cresolphthalein; nitrotyrosine; pararosaniline; Phenol Red; B-phycoerythrin; o-phthaldialdehyde; pyrene and derivatives: pyrene, pyrene butyrate, succinimidyl 1-pyrene; butyrate quantum dots; Reactive Red 4 (Cibacron™ Brilliant Red 3B-A) rhodamine and derivatives: 6-carboxy-X-rhodamine (ROX), 6-carboxyrhodamine (R6G), lissamine rhodamine B sulfonyl chloride rhodamine (Rhod), rhodamine B, rhodamine 123, rhodamine X isothiocyanate, sulforhodamine B, sulforhodamine 101, sulfonyl chloride derivative of sulforhodamine 101 (Texas Red); N,N,N′,N′ tetramethyl-6-carboxyrhodamine (TAMRA); tetramethyl rhodamine; tetramethyl rhodamine isothiocyanate (TRITC); riboflavin; rosolic acid; terbium chelate derivatives; Cy3; Cy5; Cy5.5; Cy7; IRD 700; IRD 800; La Jolta Blue; phthalo cyanine; and naphthalo cyanine. A fluorescent label may be a fluorescent protein, such as blue fluorescent protein, cyan fluorescent protein, green fluorescent protein, red fluorescent protein, yellow fluorescent protein or any photoconvertible protein. The labels may be colorimetric labels, bioluminescent labeling and/or chemiluminescent labeling. Labeling further may include energy transfer between molecules in the hybridization complex by perturbation analysis, quenching, or electron transport between donor and acceptor molecules, the latter of which may be facilitated by double stranded match hybridization complexes. The fluorescent label may be a perylene or a terrylen. In the alternative, the fluorescent label may be a fluorescent bar code. In some examples, the label may be light sensitive, wherein the label may be light-activated and/or light cleaves the one or more linkers to release the molecular cargo. The light-activated molecular cargo may be a major light-harvesting complex (LHCII). In another embodiment, the fluorescent label may induce free radical formation. In some embodiments, the detectable moieties may be quantum dots. A nucleotide sequence herein may comprise one label. In certain cases, a nucleotide sequence herein may comprise multiple labels.


Regulatory Sequences

The nucleotide sequence may be operably linked to one or more regulatory sequences. The term “operably linked” as used herein refers to linkage of a regulatory sequence to a DNA sequence, such that the regulatory sequence regulates the mediates transcription of the DNA sequence. Regulatory sequences include transcription control sequences, e.g., sequences which control the initiation, elongation and termination of transcription. In some cases, regulatory sequences include those transcription control sequences. Examples of such regulatory sequences include promoters, enhancers, operators, repressor, transcription terminator sequences.


Promoters

In some examples, the regulatory sequences are promoters. The regulatory sequences may be promoters that are active in specific types of nuclei. A promoter refers to a nucleic acid sequence that directs the transcription of an operably linked sequence into mRNA. The promoter or promoter region may provide a recognition site for RNA polymerase and the other factors necessary for proper initiation of transcription when a sequence operably linked to a promoter is controlled or driven by the promoter. A promoter may include at least the Core promoter, e.g., a sequence for initiating transcription. The promoter may further at least the Proximal promoter, e.g., a proximal sequence upstream of the gene that tends to contain primary regulatory elements. The promoter may also include the Distal promoter, e.g., the distal sequence upstream of the gene that may contain additional regulatory elements.


The promoters may be from about 50 to about 2000 base pairs (bp), from about 100 to about 1000, from about 50 to about 150, from about 100 to about 200, from about 150 to about 250, from about 200 to about 300, from about 250 to about 350, from about 300 to about 400, from about 350 to about 450, from about 400 to about 500, from about 450 to about 550, from about 500 to about 600, from about 550 to about 650, from about 600 to about 700, from about 650 to about 750, from about 700 to about 800, from about 750 to about 850, from about 800 to about 900, from about 850 to about 950, from about 900 to about 1000, from about 950 to about 1050, from about 1000 to about 1100 in length.


The promoters may include sequences that bind to regulatory proteins. In some examples, the regulatory sequences may be sequences that bind to transcription activators. In certain examples, the regulatory sequences may be sequences that bind to transcription repressors.


In some cases, the promoter may be a constitutive promoter, e.g., U6 and H1 promoters, retroviral Rous sarcoma virus (RSV) LTR promoter, cytomegalovirus (CMV) promoter, SV40 promoter, dihydrofolate reductase promoter, β-actin promoter, phosphoglycerol kinase (PGK) promoter, ubiquitin C, U5 snRNA, U7 snRNA, tRNA promoters or EF1α promoter. In certain cases, the promoter may be a tissue-specific promoter may direct expression primarily in a desired tissue of interest, such as muscle, neuron, bone, skin, blood, specific organs (e.g. liver, pancreas), or particular cell types (e.g. lymphocytes). Examples of tissue-specific promoters include Ick, myogenin, or thy1 promoters. In some embodiments, the promoter may direct expression in a temporal-dependent manner, such as in a cell-cycle dependent or developmental stage-dependent manner, which may or may not also be tissue or cell-type specific. In certain cases, the promoter may be an inducible promoter, e.g., can be activated by a chemical such as doxycycline.


In some cases, a promoter is specific to one or more genes. For examples, the promoter may only regulate (e.g., activates) transcription of the one or more genes, not other genes.


In some cases, the promoters may be cell-specific, tissue-specific, or organ-specific promoters. Example of cell-specific, tissue-specific, or organ-specific promoters include promoter for creatine kinase (for expression in muscle and cardiac tissue), immunoglobulin heavy or light chain promoters (for expression in B cells), smooth muscle alpha-actin promoter. Exemplary tissue-specific promoters for the liver include HMG-COA reductase promoter, sterol regulatory element 1, phosphoenol pyruvate carboxy kinase (PEPCK) promoter, human C-reactive protein (CRP) promoter, human glucokinase promoter, cholesterol 7-alpha hydroylase (CYP-7) promoter, beta-galactosidase alpha-2,6 sialyltransferase promoter, insulin-like growth factor binding protein (IGFBP-1) promoter, aldolase B promoter, human transferrin promoter, and collagen type I promoter. Exemplary tissue-specific promoters for the prostate include the prostatic acid phosphatase (PAP) promoter, prostatic secretory protein of 94 (PSP 94) promoter, prostate specific antigen complex promoter, and human glandular kallikrein gene promoter (hgt-1). Exemplary tissue-specific promoters for gastric tissue include H+/K+-ATPase alpha subunit promoter. Exemplary tissue-specific expression elements for the pancreas include pancreatitis associated protein promoter (PAP), elastase 1 transcriptional enhancer, pancreas specific amylase and elastase enhancer promoter, and pancreatic cholesterol esterase gene promoter. Exemplary tissue-specific promoters for the endometrium include, the uteroglobin promoter. Exemplary tissue-specific promoters for adrenal cells include cholesterol side-chain cleavage (SCC) promoter. Exemplary tissue-specific promoters for the general nervous system include gamma-gamma enolase (neuron-specific enolase, NSE) promoter. Exemplary tissue-specific promoters for the brain include the neurofilament heavy chain (NF-H) promoter. Exemplary tissue-specific promoters for lymphocytes include the human CGL-1/granzyme B promoter, the terminal deoxy transferase (TdT), lambda 5, VpreB, and 1ck (lymphocyte specific tyrosine protein kinase p561ck) promoter, the humans CD2 promoter and its 3′transcriptional enhancer, and the human NK and T cell specific activation (NKG5) promoter. Exemplary tissue-specific promoters for the colon include pp60c-src tyrosine kinase promoter, organ-specific neoantigens (OSNs) promoter, and colon specific antigen-P promoter. Exemplary tissue-specific promoters for breast cells include the human alpha-lactalbumin promoter. Exemplary tissue-specific promoters for the lung include the cystic fibrosis transmembrane conductance regulator (CFTR) gene promoter.


Examples of cell-specific, tissue-specific, or organ-specific promoters may also include those used for expressing the nucleotide sequences within a particular plant tissue (See e.g., WO 2001/098480A2, “Promoters for regulation of plant gene expression”). Examples of such promoters include the lectin (Vodkin, Prog. Clinc. Biol. Res., 138:87-98 (1983); and Lindstrom et al., Dev. Genet., 11:160-167 (1990)), corn alcohol dehydrogenase 1 (Dennis et al., Nucleic Acids Res., 12:3983-4000 (1984)), corn light harvesting complex (Becker, Plant Mol Biol., 20(1): 49-60 (1992); and Bansal et al., Proc. Natl. Acad. Sci. U.S.A., 89:3654-3658 (1992)), corn heat shock protein (Odell et al., Nature (1985) 313:810-812; and Marrs et al., Dev. Genet., 14(1):27-41 (1993)), small subunit RuBP carboxylase (Waksman et al., Nucleic Acids Res., 15(17):7181 (1987); and Berry-Lowe et al., J. Mol. Appl. Genet., 1(6):483-498 (1982)), Ti plasmid mannopine synthase (Ni et al., Plant Mol. Biol., 30(1):77-96 (1996)), Ti plasmid nopaline synthase (Bevan, Nucleic Acids Res., 11(2):369-385 (1983)), petunia chalcone isomerase (Van Tunen et al., EMBO J., 7:1257-1263 (1988)), bean glycine rich protein 1 (Keller et al., Genes Dev., 3:1639-1646 (1989)), truncated CaMV 35s (Odell et al., Nature (1985) 313:810-812), potato patatin (Wenzler et al., Plant Mol. Biol., 13:347-354 (1989)), root cell (Yamamoto et al., Nucleic Acids Res., 18:7449 (1990)), maize zein (Reina et al., Nucleic Acids Res., 18:6425 (1990); Kriz et al., Mol. Gen. Genet., 207:90-98 1987; Wandelt and Feix, Nucleic Acids Res., 17:2354 (1989); Langridge and Feix, Cell, 34:1015-1022 (1983); and Reina et al., Nucleic Acids Res., 18:7449 (1990)), globulin-1 (Belanger et al., Genetics, 129:863-872 (1991)), α-tubulin, cab (Sullivan et al., Mol. Gen. Genet., 215:431-440 (1989)), PEPCase (Cushman et al., Plant Cell, 1(7):715-25 (1989)), R gene complex-associated promoters (Chandler et al., Plant Cell, 1: 1175-1183 (1989)), and chalcone synthase promoters (Franken et al., EMBO J., 10:2605-2612, 1991)). Examples of tissue-specific promoters also include those described in the following references: Yamamoto et al., Plant J (1997) 12(2):255-265; Kawamata et al., Plant Cell Physiol. (1997) 38(7):792-803; Hansen et al., Mol. Gen Genet. (1997) 254(3):337); Russell et al., Transgenic Res. (1997) 6(2):157-168; Rinehart et al., Plant Physiol. (1996) 112(3):1331; Van Camp et al., Plant Physiol. (1996) 112(2):525-535; Canevascini et al., Plant Physiol. (1996) 112(2):513-524; Yamamoto et al., Plant Cell Pkysiol. (1994) 35(5):773-778; Lam, Results Probl. Cell Differ. (1994) 20:181-196; Orozco et al., Plant Mol. Biol. (1993) 23(6):1129-1138; Matsuoka et al., Proc Natl. Acad. Sci. USA (1993) 90(20):9586-9590; and Guevara-Garcia et al., Plant J. (1993) 4(3):495-505; maize phosphoenol carboxylase (PEPC) has been described by Hudspeth & Grula (Plant Molec Biol 12: 579-589 (1989)); leaf-specific promoters such as those described in Yamamoto et al., Plant J. (1997) 12(2):255-265; Kwon et al., Plant Physiol. (1994) 105:357-367; Yamamoto et al., Plant Cell Physiol. (1994) 35(5):773-778; Gotor et al., Plant J. (1993) 3:509-518; Orozco et al., Plant Mol. Biol. (1993) 23(6):1129-1138; and Matsuoka et al., Proc. Natl. Acad. Sci. USA (1993) 90(20):9586-9590.


Enhancers

In some embodiments, the regulatory sequences may be enhancers. The regulatory sequences may be enhancers active in specific types of nuclei. An enhancer refers to a region of DNA that functions to increase the transcription of one or more genes. More specifically, the term “enhancer”, as used herein, is a DNA regulatory element that enhances, augments, improves, or ameliorates expression of a gene irrespective of its location and orientation vis-à-vis the gene to be expressed, and may be enhancing, augmenting, improving, or ameliorating expression of more than one promoter. In some cases, the enhancer enhances expression from more than one promoter simultaneously. A functional expression enhancing fragment of an enhancer is a shortened or truncated enhancer sequence retaining the enhancing activity.


In some cases, an enhancer may be active in specific types of cells or nuclei (e.g., BCL11A1 enhancer; Canver, et al., Nature. 2015 Nov. 12; 527(7577):192-7). In certain embodiments, an enhancer specific for a type of nuclei may be used in combination with a promoter (e.g., a core promoter).


Example Regulatory Sequences

In some embodiments, the regulatory sequences comprise endogenous regulatory sequences (or fragments thereof) that control expression of genes in specific types of nuclei. In some cases, the regulatory sequences are derived from endogenous regulatory sequences that control expression of genes in specific types of nuclei. For example, a regulatory sequence may comprise an endogenous regulatory sequence, or a fragment thereof that retains its regulatory activity. In certain examples, a regulatory sequence may comprise a variant of an endogenous regulatory sequence (e.g., mutations) that has substantially the same, higher, or lower regulatory activity compared to the wildtype endogenous regulatory sequence. The activity or strength of a regulatory sequence (e.g., promoter) may be measured by measuring the production (e.g., quantity) of RNA from a reporter gene under control of the regulatory sequence comparing to the production of RNA from the same reporter gene that is under control of a reference regulatory sequence.


In some embodiments, the one or more regulatory sequences are derived from endogenous regulatory sequences that control expression of one or more myocyte nuclei specific genes. In some cases, compositions comprising nucleotide sequences with such regulatory sequences may be specific to nuclei expressing the one or more markers.


In some cases, the nucleic specific genes may be PDK4, PDE4D, DMD, NEB, TTN, SVIL, RP11-434D9.1, MLIP, PDLIM5, EYA4, or any combination thereof. In some cases, the nucleic specific genes may be TTN, NEB, MLIP, SVIL, DMD, NEXN, RP11-362A9.3, PDE4D, FBXO32, TRDN, or any combination thereof. In some cases, the nucleic specific genes may be PDE4D, NEB, TRIM63, MLIP, EYA4, FBXO32, TBC1D8, TTN, GBE1, DMD, or any combination thereof. In some cases, the nucleic specific genes may be RP11-434D9.1, ART3, EMC10, SVIL, NEXN, BCL6, DMD, MYO18B, SESN1, TTN, or any combination thereof. In some cases, the nucleic specific genes may be GBE1, PDE4D, DMD, MLIP, EYA4, NEAT1, ACACB, UBE2E2, TBC1D8, KIAA1217 or any combination thereof. In some cases, the nucleic specific genes may be NEAT1, MALAT1, BCL6, NEXN, DMD, NEDD4, TNNT3, ART3, SESN1, SVIL or any combination thereof. In some cases, the nucleic specific genes may be MLIP, PDE4D, DMD, SVIL, RP11-362A9.3, NEB, TTN, EYA4, NEXN, FBXO32 or any combination thereof.


In some cases, the nuclei specific genes may be one or more from Table 1A. In some cases, the nucleic specific genes may be one or more from cluster 0 of Table 1A. In some cases, the nucleic specific genes may be one or more from cluster 2 of Table 1A. In some cases, the nucleic specific genes may be one or more from cluster 6 of Table 1A.









TABLE 1A







Single Nuclei TST Preparation (Myocyte clusters)














cluster
gene
tstat
log2FC
pval
pval_adj
percent_exp
mean_exp










Cluster 0 Myocyte














0
PDK4
107.4918594
4.874361515
0
0      
0.963989442
3.928916693


0
PDE4D
81.22364807
3.759793043
0
0      
0.953996983
4.191121101


0
DMD
74.39215851
3.19527483
0
0      
0.962292609
3.920099974


0
NEB
73.99095917
3.440121174
0
0      
0.925904977
3.625823736


0
TTN
72.93958282
3.171783447
0
0      
0.954751131
3.639686108


0
SVIL
72.05633545
3.19019866
0
0      
0.914969834
3.439188719


0
RP11-434D9.1
67.86113739
3.645878553
0
0      
0.788084465
3.496703625


0
MLIP
67.6209259
3.131190777
0
0      
0.860105581
3.163345098


0
PDLIM5
65.51317596
2.941664219
0
0      
0.892722474
3.329166174


0
EYA4
65.12088776
3.119018555
0
0      
0.821455505
3.067982674


0
EMC10
64.1467514
3.553575277
0
0      
0.750942685
3.328134537


0
RP11-362A9.3
63.44179916
3.229053736
0
0      
0.808069382
3.235378027


0
PDLIM3
62.69000244
3.344083071
0
0      
0.809577677
3.470199347


0
ACACB
62.46204376
2.9269135
0
0      
0.829751131
3.067731857


0
RYR1
60.51604462
2.990078211
0
0      
0.757918552
2.851527929


0
TTN-AS1
60.27650452
2.773089409
0
0      
0.820324284
2.967164278


0
MYPN
60.18128204
3.018295527
0
0      
0.755467572
2.87583971


0
CAP2
59.11434174
2.941689014
0
0      
0.772624434
2.979908466


0
NEXN
59.09638596
2.900067806
0
0      
0.814102564
3.197187662


0
TRIM63
58.35753632
2.949579716
0
0      
0.793363499
3.161252737


0
MYO18B
57.91911697
3.073394775
0
0      
0.708710407
2.91880846


0
TBC1D8
56.47376251
2.703377962
0
0      
0.801847662
3.02310276


0
FBXO32
54.8805275
2.840924025
0
0      
0.80015083
3.286741495


0
NEAT1
53.12233353
1.952271342
0
0      
0.987179487
4.761385441


0
WDPCP
51.72141647
2.764147282
0
0      
0.720211161
3.137215853


0
TRDN
51.42260361
2.701838255
0
0      
0.756221719
3.117156029


0
MYOM1
50.28709412
2.832439899
0
0      
0.648190045
2.972721815


0
SLC16A10
49.67194366
2.754383564
0
0      
0.630656109
2.726503849


0
BACH1
49.47677994
2.503251791
0
0      
0.718891403
2.805686474


0
RBFOX1
49.39567947
2.583550215
0
0      
0.706636501
2.8932724


0
ABLIM2
49.31342316
2.560685635
0
0      
0.686651584
2.730609179


0
GPATCH8
49.17394257
2.269079924
0
0      
0.805241327
2.974346638


0
FAM184B
48.97390366
2.606703997
0
0      
0.667043741
2.766336203


0
SNX1
48.29244995
2.665385246
0
0      
0.614064857
2.665727615


0
MYBPC1
48.13316727
2.894086123
0
0      
0.733597285
3.719248056


0
TP63
47.90929794
2.746870279
0
0      
0.618778281
2.891594887


0
PDE4DIP
47.37867737
2.159953117
0
0      
0.823152338
2.994854689


0
KCNQ5
46.7166481
2.642562389
0
0      
0.658559578
3.065823317


0
CMYA5
46.30514145
2.448080778
0
0      
0.654788839
2.685562611


0
CLIP1
45.83179855
2.290398359
0
0      
0.704939668
2.734212637


0
KIF1B
45.29418945
2.240287781
0
0      
0.729449472
2.852203608


0
OBSCN
42.29396057
2.333571911
0
0      
0.6076546
2.681447029


0
MPV17
41.82595825
2.386232376
0
0      
0.561840121
2.555136919


0
PDE7A
41.3157692
2.216132402
0
0      
0.614630468
2.616008282


0
MYOT
41.29111099
2.456134081
0
0      
0.529788839
2.567605972


0
RP11-381K20.2
41.11019135
2.586491823
0
0      
0.483220211
2.529435396


0
GBE1
41.02796173
2.146986246
0
0      
0.722473605
3.133983374


0
LPIN1
40.9535141
2.227391481
0
0      
0.621040724
2.750242949


0
ARPP21
40.91569901
2.530961275
0
0      
0.504901961
2.658741236


0
MYOM3
40.26186371
2.606243372
0
0      
0.466063348
2.59230566


0
GRIK1
39.97338104
2.42224741
0
0      
0.528846154
2.706529379


0
PCNT
39.95726776
2.275577545
0
0      
0.553921569
2.554341555


0
BCL6
39.67106247
1.858748794
0
0      
0.815045249
3.212130308


0
HDAC4
39.60694504
2.148341894
0
0      
0.601244344
2.651978493


0
GTF2IRD1
39.47352982
2.342724085
0
0      
0.517533937
2.537209749


0
CPED1
39.3083992
2.353335857
0
0      
0.547511312
2.829708576


0
UBE2E2
39.2369194
1.891581893
0
0      
0.745852187
2.867790222


0
ALK
38.9556427
2.387090921
 2.6789E−308
 7.4946E−306
0.511689291
2.669386148


0
ASB5
38.62573624
2.205428839
 1.1852E−304
 3.2143E−302
0.564102564
2.621860266


0
RP11-64D24.2
38.40656662
2.014400244
 4.9552E−302
 1.3039E−299
0.659125189
2.839048386


0
RP11-532N4.2
38.19285202
2.421304941
 1.8926E−297
 4.8366E−295
0.512443439
2.966953039


0
SESN1
37.92779541
1.934857845
 3.4352E−295
 8.6951E−293
0.683446456
2.794881582


0
ASB8
37.89464951
2.341087341
 1.0803E−292
 2.7087E−290
0.483597285
2.53686285


0
SPDYE2
37.64619827
1.950896263
 5.4748E−291
 1.3598E−288
0.657616893
2.82236743


0
ERMP1
37.6241188
2.477949858
 8.3621E−288
 2.0578E−285
0.437217195
2.505386591


0
FAM134B
37.13576889
2.215013027
 5.0145E−283
 1.2006E−280
0.545625943
2.738149643


0
NEDD4
37.00656128
2.110789537
 2.2341E−281
 5.2546E−279
0.576168929
2.779803991


0
DEPTOR
36.89151382
2.147603989
  2.125E−279
  4.911E−277
0.533748115
2.620849848


0
CTNNA3
36.8684082
2.116257906
 4.0096E−279
 9.1864E−277
0.542420814
2.617680311


0
RIF1
36.80512238
2.052874565
 1.4604E−278
 3.3173E−276
0.577677225
2.676970243


0
MAST2
36.17778778
2.037740707
 1.5537E−269
 3.4126E−267
0.547511312
2.570504904


0
ACTN2
36.1384964
2.214659214
 2.0828E−268
 4.5373E−266
0.490007541
2.569849491


0
PPP1R27
35.44884491
2.254201651
 1.0896E−258
 2.2623E−256
0.472473605
2.678123713


0
ART3
35.37556839
2.56644845
  6.779E−256
 1.3753E−253
0.380279035
2.546901464


0
TACC2
35.30202866
2.013589144
 8.5426E−258
  1.76E−255
0.556372549
2.61273098


0
PEX5L
35.18170929
2.163415194
 8.4609E−256
 1.7035E−253
0.523944193
2.813352108


0
ATP1A2
34.9576149
2.110675335
  2.892E−252
 5.7791E−250
0.478129713
2.467801809


0
TTC19
34.74345779
1.840337515
 2.8966E−250
 5.7025E−248
0.597285068
2.589784861


0
CLTCL1
34.71992493
2.149417639
 7.5242E−249
 1.4704E−246
0.468702866
2.576246262


0
DPF3
34.65425873
2.343105078
 3.8781E−247
 7.4687E−245
0.402714932
2.437114239


0
SF3A3
34.43700409
2.34385705
 2.5829E−244
 4.8004E−242
0.405165913
2.541976452


0
SLC20A2
34.33453751
1.970783234
 1.7747E−244
 3.3216E−242
0.535633484
2.629187107


0
RP11-768F21.1
33.71094513
2.140252829
 1.6277E−235
 2.9428E−233
0.448529412
2.552348614


0
ACSL1
33.69581985
1.93145144
 5.2939E−236
 9.6367E−234
0.527526395
2.554764032


0
LRRFIP2
33.32804489
1.80058074
 2.0101E−231
 3.5379E−229
0.575414781
2.57872963


0
CAPN7
33.14011765
1.942094088
 1.8278E−228
 3.1544E−226
0.496040724
2.54025507


0
DAPK2
32.89918518
2.353608847
 6.5695E−224
 1.0912E−221
0.363310709
2.429645061


0
MAP4K1
32.87556458
2.403526545
 1.6848E−223
 2.7811E−221
0.351998492
2.402886868


0
RP3-355L5.4
32.6476593
2.325052261
 8.5627E−221
 1.3709E−218
0.361802413
2.372825384


0
CTC-431G16.2
32.09917068
2.361427546
 1.2667E−213
  1.902E−211
0.344645551
2.414256811


0
FKBP5
31.99011993
1.203566432
 1.9359E−213
 2.8905E−211
0.957579186
3.873175383


0
CACNA2D1
31.94462395
1.612888217
 7.2998E−214
 1.1023E−211
0.671568627
2.765884638


0
AKAP6
31.59602928
1.909113407
 5.8914E−209
 8.6987E−207
0.484162896
2.581261396


0
USP54
31.52794456
1.763552308
 2.4205E−208
 3.5542E−206
0.540158371
2.567929506


0
SYT2
31.38165474
2.125917912
 1.8219E−205
 2.6316E−203
0.385935143
2.466381311


0
NFE2L3
31.27213097
2.128283501
 3.7251E−204
 5.2942E−202
0.386500754
2.439472437


0
RP11-266N13.2
31.02531433
2.224796057
 1.0161E−200
 1.3992E−198
0.352375566
2.435158253


0
SGCD
30.83654022
1.940677881
 3.1206E−199
  4.275E−197
0.436840121
2.534911394


0
KCNMA1
30.77889061
1.963105798
 1.5716E−198
  2.142E−196
0.440422323
2.615980625


0
CD70
30.7460022
2.562033892
 2.0985E−196
 2.8026E−194
0.288650075
2.442364216


0
RP11-144F15.1
30.73619461
2.380492926
 1.0045E−196
 1.3552E−194
0.315233786
2.422985077


0
UBAC1
30.62685966
2.00123477
 1.9633E−196
 2.6353E−194
0.397624434
2.402034283


0
ATG14
30.56244469
1.989482403
 9.7577E−196
 1.2966E−193
0.406297134
2.443701744


0
ASB2
30.40594482
1.885886312
 4.4027E−194
 5.7926E−192
0.432126697
2.392113686


0
LRRTM3
30.21966934
2.118291378
 2.9936E−191
  3.881E−189
0.367269985
2.550768375


0
FOXO1
30.20650482
1.478382587
 2.3621E−192
 3.0925E−190
0.731711916
2.9133358


0
SLC7A2
30.05247116
2.197748184
 4.6208E−189
  5.876E−187
0.339177979
2.406337261


0
OSBPL6
30.012743
1.988159418
 4.0837E−189
 5.2179E−187
0.397435897
2.491722345


0
DENND2C
29.95227051
2.057172775
  2.969E−188
  3.722E−186
0.378205128
2.54251647


0
EPS15L1
29.88773346
1.704733253
 3.1211E−188
 3.8944E−186
0.506975867
2.487792015


0
SLC22A4
29.88521957
2.195148706
 5.2049E−187
  6.434E−185
0.332390649
2.398044348


0
OSBPL9
29.76552391
1.541874886
 5.2587E−187
 6.4704E−185
0.625942685
2.714361429


0
PPP2R3A
29.67979431
1.836186886
 2.0077E−185
 2.4476E−183
0.434012066
2.433994532


0
RP11-309L24.2
29.65971184
2.362791777
  3.954E−184
  4.755E−182
0.30260181
2.458113194


0
MTFR1
29.64041328
1.892938733
  8.105E−185
 9.7912E−183
0.406485671
2.368260622


0
SPRTN
29.43842697
1.972465396
 2.1591E−182
 2.5617E−180
0.39046003
2.492576838


0
IL12RB2
29.40408516
1.967996478
 5.8388E−182
 6.8968E−180
0.386877828
2.443862915


0
CEP128
29.29460526
2.128109932
 3.1992E−180
 3.7129E−178
0.361802413
2.907363415


0
HADHB
29.17480469
1.785540104
 1.5705E−179
 1.8147E−177
0.443250377
2.510764837


0
FAM166B
29.12709427
2.603777647
 3.1029E−177
 3.5699E−175
0.259803922
2.572217464


0
MLIP-AS1
29.05377579
2.243587494
 3.8199E−177
 4.3385E−175
0.303167421
2.311602592


0
TMEM233
29.01055145
2.017206669
 3.1361E−177
 3.5926E−175
0.363122172
2.462609291


0
HSPB7
28.99982643
1.958457708
 3.5377E−177
 4.0352E−175
0.376131222
2.425681829


0
CH17-189H20.1
28.92128944
1.559741259
 5.6391E−177
 6.3775E−175
0.560143288
2.54373312


0
SOX6
28.80459595
1.779551864
 2.8768E−175
 3.1857E−173
0.439856712
2.531128645


0
CUX1
28.7573452
1.460805416
 3.6415E−175
 4.0158E−173
0.634615385
2.634729624


0
RP11-701H24.9
28.75137138
1.971463323
  3.56E−174
 3.8461E−172
0.358408748
2.386003971


0
ANKRD2
28.611269
2.06455493
  1.259E−172
 1.3331E−170
0.377262443
3.035745621


0
CKMT2
28.58091354
2.052670002
 4.2715E−172
 4.4694E−170
0.33974359
2.459234953


0
ZCCHC11
28.4266777
1.621710062
  4.286E−171
 4.4496E−169
0.501319759
2.538511992


0
MIR133A1HG
28.41670036
2.405048847
 1.3791E−169
 1.4043E−167
0.273190045
2.568895578


0
PDXDC1
28.28449059
1.262985349
 1.1146E−169
 1.1437E−167
0.789215686
2.892272234


0
AC016831.7
28.28355217
1.334462881
 1.1587E−169
 1.1845E−167
0.789215686
3.060251951


0
TPD52L1
28.26714897
1.726905942
 3.1721E−169
 3.2055E−167
0.459841629
2.582608461


0
LDB3
28.12636375
1.893344998
 2.3394E−167
 2.2943E−165
0.389894419
2.573708057


0
TMEM161B-AS1
28.1040535
1.892350078
 5.5351E−167
 5.4083E−165
0.37254902
2.440244913


0
SPPL2A
28.05758667
1.651353717
 7.6339E−167
 7.4317E−165
0.468137255
2.474246264


0
PHKG1
27.98149681
1.973104835
  2.251E−165
 2.1676E−163
0.340120664
2.396347761


0
ADAMTS17
27.92046738
1.963477015
 9.7806E−165
 9.3168E−163
0.348039216
2.471639872


0
RP11-428F8.2
27.75865555
2.101187706
 1.0781E−162
 1.0089E−160
0.308257919
2.380795479


0
AHCYL1
27.7516346
1.959301233
 9.8281E−163
 9.2298E−161
0.342383107
2.497029781


0
ZNF565
27.73575211
1.562548995
 2.3655E−163
 2.2373E−161
0.509992459
2.491806507


0
IDNK
27.5756321
2.217142582
 1.8144E−160
 1.6628E−158
0.282616893
2.360355616


0
SRL
27.55795479
1.989269495
  1.27E−160
 1.1679E−158
0.326168929
2.349868298


0
FASTKD1
27.52350616
1.948456168
 2.4792E−160
 2.2643E−158
0.339555053
2.391572237


0
ERAP1
27.5077877
1.660863996
 1.1498E−160
  1.061E−158
0.463800905
2.587401152


0
KIAA1217
27.49358177
1.379873037
 8.6233E−161
 7.9854E−159
0.72775264
3.001834869


0
ZBTB43
27.48158836
1.798199415
  4.378E−160
 3.9711E−158
0.378770739
2.364684343


0
SMG1
27.47232437
1.646218061
 3.0785E−160
  2.802E−158
0.443438914
2.411998987


0
THUMPD3-AS1
27.39427757
1.614851713
 2.0619E−159
  1.845E−157
0.459841629
2.459041834


0
CFAP61
27.30050087
1.859304786
 5.2709E−158
 4.6695E−156
0.364441931
2.466628551


0
PIGB
27.26112556
1.896948695
 1.6452E−157
 1.4527E−155
0.345399698
2.3673563


0
FILIP1
27.13337898
1.705604196
 2.1529E−156
 1.8884E−154
0.407616893
2.40392971


0
SIL1
27.03792953
1.579869986
 1.5489E−155
 1.3541E−153
0.467571644
2.432379007


0
MACROD2
26.98497772
1.690466642
 7.7716E−155
  6.772E−153
0.424019608
2.510978222


0
PBX1
26.92970085
1.587498426
 2.3751E−154
 2.0561E−152
0.476621418
2.587225199


0
SSH2
26.9202652
1.26530385
 1.9701E−154
 1.7111E−152
0.766968326
2.957236528


0
PPARGC1A
26.7924118
1.768297553
 1.1162E−152
 9.5077E−151
0.391214178
2.510117054


0
LRRC2
26.79132462
1.791660786
 1.4493E−152
 1.2267E−150
0.367269985
2.366792202


0
FILIP1L
26.65704155
1.390505075
 1.3934E−151
 1.1683E−149
0.6510181
2.853925705


0
THRB
26.57149315
1.413954496
 1.2499E−150
 1.0221E−148
0.583898944
2.622326374


0
ABCA5
26.50375748
1.638440967
 1.3404E−149
 1.0894E−147
0.417797888
2.428410053


0
C10orf71
26.47002602
2.173267365
 1.9604E−148
 1.5836E−146
0.265082956
2.326788902


0
YBX3
26.46485138
1.349503875
 1.6938E−149
 1.3724E−147
0.62254902
2.61923027


0
TARID
26.33161926
1.842792749
 1.6245E−147
 1.3044E−145
0.339555053
2.370361567


0
ZFAND3
26.2837677
1.242448807
  1.478E−147
 1.1903E−145
0.718514329
2.777693033


0
CTA-125H2.1
26.13569641
2.26801157
 8.2514E−145
 6.5073E−143
0.246229261
2.331311464


0
PPP1R12B
26.07549477
1.473625779
 3.1182E−145
 2.4665E−143
0.505279035
2.527329922


0
CFLAR-AS1
26.02613449
1.721086025
 2.1743E−144
 1.7046E−142
0.370286576
2.404073238


0
MAP4
25.88067055
1.345818996
 3.1009E−143
 2.4168E−141
0.595022624
2.619360685


0
KLF13
25.70898056
1.974018693
 1.2188E−140
 9.3349E−139
0.302036199
2.659307241


0
P4HA1
25.65909004
1.63716197
 1.1794E−140
 9.0594E−139
0.423642534
2.678839207


0
SLC22A3
25.45442581
2.222711802
 9.5535E−138
 7.1927E−136
0.247737557
2.566180944


0
VCL
25.35151672
1.612629294
 1.9544E−137
 1.4673E−135
0.398944193
2.448857784


0
MLK7-AS1
25.31246376
1.646990061
 5.3774E−137
 4.0258E−135
0.380090498
2.411206484


0
NFATC3
25.25158501
1.543624282
 1.8968E−136
 1.4121E−134
0.421945701
2.439442635


0
FSD2
25.16786766
2.018451691
 4.7189E−135
  3.455E−133
0.27168175
2.404105902


0
HOMER2
25.16110229
1.957717061
 5.0721E−135
 3.7033E−133
0.279977376
2.362638712


0
AC016723.4
25.07747269
2.032085896
 3.7944E−134
 2.7404E−132
0.28092006
2.648937225


0
SAMD8
25.05935478
1.73467052
 3.0965E−134
 2.2424E−132
0.335030166
2.367583036


0
STIM1
25.04545212
1.443477511
 1.9941E−134
  1.452E−132
0.480769231
2.517015219


0
ACYP2
25.02656937
1.346690655
 2.6224E−134
 1.9043E−132
0.550904977
2.557458401


0
SLC7A6OS
24.99321938
1.506975293
 8.0126E−134
  5.771E−132
0.437028658
2.486439705


0
PRKG1
24.94962502
1.373760581
 1.4652E−133
 1.0525E−131
0.62066365
2.920557737


0
SLC8A3
24.87569618
2.099503517
 5.7125E−132
 4.0594E−130
0.248491704
2.341637135


0
RIC1
24.71229172
1.462291002
 5.6625E−131
 3.9707E−129
0.447963801
2.47153163


0
SORT1
24.5699749
1.895567894
 4.5088E−129
 3.1287E−127
0.279600302
2.343831062


0
EIF4E2
24.50966835
1.684689879
 1.0294E−128
  7.088E−127
0.335218703
2.335145473


0
RP11-118M9.3
24.46744156
1.881493449
 4.2103E−128
 2.8766E−126
0.282616893
2.346778393


0
MSI2
24.32740784
1.444848776
 4.1187E−127
 2.7782E−125
0.437217195
2.398835659


0
ITIH6
24.16289902
2.384972572
 1.6835E−124
 1.0913E−122
0.197586727
2.336009264


0
COL14A1
24.06236458
1.665327191
 2.6497E−124
 1.7134E−122
0.342948718
2.495230913


0
SLC24A1
24.04819489
1.765807748
 4.6854E−124
 3.0151E−122
0.300904977
2.32196641


0
RP11-83A24.2
24.04401207
1.537723541
 3.1121E−124
 2.0075E−122
0.389517345
2.430303812


0
C1orf21
23.99150658
1.24766314
 6.8126E−124
 4.3628E−122
0.593325792
2.632619619


0
RP11-665C16.5
23.97736931
1.822702169
  2.839E−123
 1.8007E−121
0.283371041
2.341326952


0
SPAG1
23.97341728
2.049767256
 5.4544E−123
  3.427E−121
0.238687783
2.369683743


0
FAM168A
23.9493618
1.642556071
 3.7662E−123
 2.3775E−121
0.346907994
2.538237095


0
STAC3
23.90649223
1.735914826
 1.0796E−122
 6.7512E−121
0.304864253
2.296301126


0
PLIN5
23.74397469
1.975425959
 7.4693E−121
 4.6058E−119
0.245098039
2.282773733


0
RP11-111E14.1
23.70503807
2.14430809
 2.8324E−120
 1.7345E−118
0.218514329
2.361370564


0
ZNF385B
23.68051529
1.807623029
 2.1347E−120
 1.3103E−118
0.291855204
2.579540014


0
C2orf88
23.68046188
1.869626045
 2.8408E−120
 1.7356E−118
0.269042232
2.427902699


0
NRG2
23.63715172
1.960453868
 8.8571E−120
  5.399E−118
0.24754902
2.378124237


0
FBXL13
23.57162476
1.778501272
 2.3228E−119
 1.4094E−117
0.285822021
2.3534832


0
NEDD4L
23.56943512
1.860380054
 3.1162E−119
 1.8822E−117
0.269230769
2.428873539


0
FAM160A1
23.54128647
1.689959168
 3.7258E−119
 2.2403E−117
0.312971342
2.394453287


0
AC013461.1
23.5241642
1.312118888
 2.9157E−119
 1.7651E−117
0.503770739
2.514899969


0
RP11-701P16.2
23.46611786
2.113039255
 6.2582E−118
 3.7209E−116
0.23453997
2.696735859


0
HECTD1
23.43330956
1.366761327
 2.4669E−118
 1.4767E−116
0.451357466
2.448099852


0
RPS6KA3
23.43174744
1.497025967
 3.1579E−118
  1.886E−116
0.385746606
2.453210115


0
PPM1B
23.4263401
1.227343321
 2.3416E−118
 1.4048E−116
0.582579186
2.60257268


0
RP5-1042K10.10
23.30681419
1.841368914
 9.7466E−117
 5.7692E−115
0.263197587
2.304958344


0
PLCD4
23.29527473
2.043464184
  2.081E−116
  1.229E−114
0.2239819
2.282598019


0
ANO5
23.26485252
1.900155544
 2.9062E−116
 1.7088E−114
0.248868778
2.303283453


0
EEPD1
23.23394394
1.501790643
 2.3955E−116
 1.4117E−114
0.382352941
2.46750164


0
HOMER1
23.20811272
2.109878063
 1.6373E−115
 9.5638E−114
0.215874811
2.414557457


0
ATP1B1
23.12930107
1.522641301
  2.42E−115
 1.4074E−113
0.374057315
2.459162951


0
ARID5B
23.12306404
1.179017425
 1.9217E−115
  1.12E−113
0.626696833
2.711341381


0
NRAP
23.05957031
1.815979838
 2.0141E−114
 1.1662E−112
0.263951735
2.295211792


0
CTA-125H2.2
23.01950645
2.382419825
 1.5899E−113
 9.1261E−112
0.180241327
2.284170151


0
BEST3
23.00809097
1.7206707
  5.447E−114
 3.1402E−112
0.286199095
2.317137003


0
CAPN9
22.96586037
2.117233038
 2.8023E−113
 1.6016E−111
0.210784314
2.354087353


0
RP11-724O16.1
22.93104362
2.478504419
 1.1635E−112
 6.6075E−111
0.171945701
2.290398836


0
ATP2A2
22.8723259
1.404018998
 5.7453E−113
 3.2697E−111
0.427978884
2.551897526


0
EGF
22.83487701
1.916780949
 3.4213E−112
 1.9305E−110
0.240573152
2.362320662


0
ABHD15-AS1
22.82660294
1.250247717
 1.3258E−112
 7.5132E−111
0.539781297
2.590791225


0
SORBS1
22.80602837
1.345227718
  2.206E−112
 1.2474E−110
0.484728507
2.650812864


0
TPM3
22.74324989
1.279677153
 7.8725E−112
 4.4048E−110
0.559577677
2.788368225


0
VWA8
22.71010208
1.444474697
 2.2834E−111
 1.2696E−109
0.375377074
2.371481419


0
CSPP1
22.68803406
1.463824749
 3.8312E−111
 2.1213E−109
0.370098039
2.400758505


0
PHKA1
22.63566399
1.735862374
 1.9035E−110
 1.0496E−108
0.274321267
2.388457775


0
ATP2A1
22.54701614
2.077362537
  2.353E−109
 1.2894E−107
0.212104072
2.545579433


0
ITGAD
22.52986336
2.110688925
 3.6565E−109
 1.9954E−107
0.201546003
2.262410164


0
MALAT1
22.49385262
0.655844808
 2.8481E−109
 1.5575E−107
0.998303167
6.769818306


0
MAP4K3
22.48801231
1.314148188
 2.3107E−109
 1.2688E−107
0.44306184
2.420478344


0
BIRC6-AS2
22.44724655
1.255597115
 5.1367E−109
 2.7918E−107
0.485294118
2.431963444


0
NPAS2
22.36970139
1.482756138
 3.4335E−108
 1.8435E−106
0.360671192
2.421921492


0
ANKRD23
22.2217083
1.79494381
 1.4342E−106
 7.6538E−105
0.247171946
2.310085535


0
SPTB
22.19586182
1.788213372
 2.4569E−106
 1.3008E−104
0.246606335
2.244307518


0
ACACA
22.18205452
1.432570457
 1.9527E−106
  1.038E−104
0.36821267
2.450649977


0
TIAM2
22.17705727
1.34013164
 1.8155E−106
 9.6695E−105
0.413650075
2.387989521


0
CKMT2-AS1
22.16284561
1.635911703
 3.9385E−106
 2.0769E−104
0.288273002
2.39309597


0
PPM1L
22.13741875
1.216492414
 3.5686E−106
 1.8856E−104
0.541666667
2.636632681


0
ZFAND1
21.97161293
1.588538885
 2.0053E−104
 1.0491E−102
0.30260181
2.467734575


0
MEF2C-AS1
21.95544624
1.696461916
  3.306E−104
 1.7228E−102
0.268853695
2.394052267


0
AAK1
21.9505043
1.329108715
 2.1854E−104
 1.1411E−102
0.411953243
2.402109146


0
FHL1
21.83530998
1.356438279
 2.3345E−103
 1.2118E−101
0.428355958
2.582528591


0
SLC22A5
21.78883743
1.845539808
 1.3861E−102
 7.1253E−101
0.226621418
2.279653549


0
RP11-227G15.12
21.77121544
1.794914007
 1.8707E−102
 9.5981E−101
0.236236802
2.266448259


0
SH3RF2
21.74894905
1.943309546
 3.9147E−102
 2.0008E−100
0.211915535
2.401911259


0
CFAP100
21.71637535
1.701435447
 4.9761E−102
 2.5384E−100
0.256598793
2.285129547


0
NRDC
21.68037796
1.165398121
 5.3047E−102
 2.7008E−100
0.52846908
2.475710154


0
SMYD1
21.64245605
2.240609646
 5.4609E−101
 2.754E−99
0.17326546
2.328833103


0
QKI
21.51298714
1.144506216
 1.6943E−100
 8.512E−99
0.547322775
2.548404217


0
PLEKHG6
21.51076508
2.016224623
 5.4239E−100
2.70959E−98
0.196266968
2.287702799


0
SLC2A4
21.45952415
1.902432203
 1.3734E−99
6.80963E−98
0.21285822
2.40580368


0
DHRSX
21.44564438
1.353174806
 8.3458E−100
4.16149E−98
0.380844646
2.421519756


0
CECR2
21.43332481
1.471108198
 1.2133E−99
6.03852E−98
0.322021116
2.318580866


0
DCAF6
21.41809464
1.272251606
 1.359E−99
6.75094E−98
0.422699849
2.398510218


0
ABCC5
21.41381454
1.488714814
 1.8322E−99
9.05102E−98
0.314856712
2.307276726


0
LRRC39
21.39042473
1.826222658
 4.9051E−99
2.40521E−97
0.222473605
2.266232967


0
REV3L
21.3791275
1.099208236
 2.5767E−99
1.26817E−97
0.608974359
2.653390169


0
PLAC8L1
21.3356266
2.060801029
2.13069E−98
1.03523E−96
0.187971342
2.328006744


0
TMEM38A
21.31019211
1.737818241
 2.1699E−98
1.05236E−96
0.240007541
2.278663158


0
DIAPH1
21.30989838
1.483226299
1.62298E−98
7.89998E−97
0.310143288
2.319092751


0
NME9
21.24907494
1.691372395
7.17349E−98
 3.4538E−96
0.249057315
2.317557335


0
RC3H1
21.23828316
1.344949603
5.76955E−98
2.78289E−96
0.377262443
2.402335167


0
CTD-2545M3.8
21.22595024
2.270614386
2.63536E−97
1.26426E−95
0.163650075
2.29227376


0
MNAT1
21.14803505
1.297943115
3.51576E−97
1.68357E−95
0.395550528
2.40461731


0
BIN1
21.03395081
1.46200633
3.94256E−96
 1.8778E−94
0.320701357
2.356264591


0
MSRB3
21.02565765
1.356385112
4.37868E−96
2.08179E−94
0.362368024
2.380004883


0
FBXO34
21.01484299
1.475103498
6.38742E−96
3.02061E−94
0.30505279
2.323891878


0
ENAH
20.96415901
1.47441268
1.74127E−95
8.20525E−94
0.30938914
2.375952721


0
COBL
20.89888573
1.815428257
1.01323E−94
4.71604E−93
0.215874811
2.285074472


0
P4HA3
20.86585045
1.480325818
1.26614E−94
5.88291E−93
0.301093514
2.330119133


0
AMOTL1
20.80055237
1.473708272
4.70183E−94
2.18081E−92
0.300527903
2.339409351


0
ARHGEF26
20.76397896
1.551800132
1.06128E−93
4.88832E−92
0.275452489
2.356694698


0
PGM1
20.76395035
1.494803548
9.82095E−94
4.53145E−92
0.295060332
2.357512951


0
DLG1
20.75449181
1.184107304
 8.7229E−94
 4.0318E−92
0.465686275
2.47281456


0
IP6K3
20.75021172
1.559506178
 1.407E−93
6.45837E−92
0.270173454
2.30109334


0
EGLN1
20.65325546
1.32351315
7.30926E−93
3.33204E−91
0.367269985
2.368978977


0
CYSTM1
20.63236046
1.21915853
1.04006E−92
4.73318E−91
0.437028658
2.496388912


0
FBXL17
20.53580475
1.22678411
7.01772E−92
3.16655E−90
0.422134238
2.425061464


0
SNAP23
20.50263786
1.26635766
1.41338E−91
6.35593E−90
0.388386124
2.364133358


0
SLC7A6
20.41003609
1.177495837
8.11846E−91
 3.6324E−89
0.459276018
2.479373932


0
SCAPER
20.38922119
1.230075121
1.28479E−90
5.73881E−89
0.407428356
2.405692339


0
LARGE
20.33263016
1.151516676
3.53101E−90
1.57192E−88
0.506033183
2.594677687


0
UBE2G1
20.3101635
1.354402065
6.83589E−90
3.02292E−88
0.333144796
2.350923777


0
GOLGA4
20.29752541
1.150561333
7.29826E−90
3.22202E−88
0.463800905
2.421747684


0
PARK2
20.21364212
1.091457486
3.61323E−89
1.58464E−87
0.529788839
2.540163755


0
NCOA1
20.21144485
1.004058957
3.67062E−89
1.60715E−87
0.646304676
2.740235329


0
TK2
20.19812965
2.086274147
1.37992E−88
 5.973E−87
0.165158371
2.235195398


0
HADHA
20.17575455
1.425387979
1.01189E−88
4.40148E−87
0.298076923
2.343864202


0
PLIN2
20.17028427
1.364424586
1.08163E−88
4.69714E−87
0.356900452
2.779135704


0
HOOK2
20.1023407
1.436550856
4.23748E−88
1.82824E−86
0.290346908
2.279594898


0
AVIL
20.08211136
1.695271611
 8.376E−88
3.59047E−86
0.218325792
2.224918842


0
OPTN
20.07860374
1.336960316
6.08158E−88
2.61961E−86
0.334276018
2.35220027


0
PPP3CC
20.04811287
1.255401731
 1.0099E−87
4.32208E−86
0.380656109
2.390338182


0
AGBL1
20.01127052
1.353321671
2.06988E−87
8.83003E−86
0.369720965
2.697470427


0
NOCT
19.94989586
1.557746649
8.92473E−87
3.79508E−85
0.251319759
2.30614233


0
MED13
19.88672829
1.190607429
2.20289E−86
9.30784E−85
0.408748115
2.389514446


0
RNF157
19.85758972
1.901255012
8.10053E−86
3.39571E−84
0.181372549
2.324206114


0
VPS13A
19.84959984
1.333095074
4.92848E−86
2.07253E−84
0.328431373
2.323202372


0
MITF
19.82074738
1.322472215
8.81912E−86
3.67952E−84
0.334276018
2.416857243


0
RP13-270P17.2
19.81352234
1.725600719
1.49554E−85
6.21048E−84
0.210972851
2.417802334


0
SPATC1
19.79484367
2.191540956
3.52373E−85
1.45419E−83
0.150263952
2.338451385


0
PLCB1
19.75309753
1.296819329
3.10404E−85
1.28299E−83
0.365384615
2.661675692


0
RBM24
19.71492195
1.858980536
1.13851E−84
4.68391E−83
0.182315234
2.24503994


0
EIF4ENIF1
19.66641617
1.660101414
2.28317E−84
9.34976E−83
0.218325792
2.315158129


0
LMOD2
19.66296387
1.919983149
3.29757E−84
1.34623E−82
0.178544495
2.311804056


0
PTPN3
19.65386391
1.574362278
2.63834E−84
1.07876E−82
0.237745098
2.295919418


0
CACNG1
19.63109207
2.144591808
7.15998E−84
 2.9052E−82
0.151206637
2.265474558


0
GPI
19.58740997
1.731316686
1.11312E−83
4.50965E−82
0.202865762
2.315764666


0
NRG4
19.58057785
2.012823343
1.66508E−83
6.72534E−82
0.162518854
2.263978481


0
OSBPL11
19.57642174
1.643151641
1.20952E−83
4.89277E−82
0.218891403
2.251123428


0
INADL
19.51492119
1.17450881
2.58675E−83
1.04164E−81
0.408936652
2.410250187


0
ZBTB38
19.47099686
1.453395367
7.78988E−83
3.11795E−81
0.268853695
2.442140102


0
MAX
19.43815422
1.318956256
 1.2569E−82
5.02324E−81
0.316930618
2.361189365


0
SYNPO2
19.41036034
1.34395957
2.07622E−82
8.27283E−81
0.315422323
2.415464878


0
SRSF12
19.38882828
1.877543449
5.30694E−82
2.10511E−80
0.176282051
2.274590015


0
PFKM
19.36846161
1.618903756
6.08527E−82
2.41026E−80
0.219457014
2.320452929


0
DIO2-AS1
19.30417061
1.867074609
2.66701E−81
1.04544E−79
0.189291101
2.84785533


0
RP11-131H24.4
19.28994942
2.097311735
4.21243E−81
1.64638E−79
0.148001508
2.169793129


0
PKD2L2
19.2875576
1.490066409
2.37425E−81
9.32061E−80
0.251508296
2.296911001


0
CEP85L
19.27736282
1.239166141
2.36838E−81
9.31129E−80
0.354072398
2.381110907


0
TNNT1
19.22320938
1.088797569
5.59532E−81
2.18045E−79
0.546945701
2.683222771


0
LMCD1-AS1
19.17193413
1.619754553
2.38669E−80
  9.26E−79
0.220022624
2.474068403


0
RP1-117O3.2
19.16625404
1.682880878
2.79695E−80
1.08359E−78
0.200226244
2.230357885


0
PPP3CB
19.14553452
1.306399941
2.82759E−80
1.09387E−78
0.320889894
2.393736362


0
ANO6
19.10656738
1.205892801
5.55508E−80
2.14278E−78
0.365573152
2.36345315


0
ELMOD3
18.99400139
1.416475058
5.19709E−79
1.98453E−77
0.264328808
2.306157112


0
ASB14
18.95897293
1.627929688
1.18492E−78
 4.5117E−77
0.207956259
2.266341209


0
ZNF827
18.81018829
1.753664374
1.98356E−77
7.48823E−76
0.181749623
2.274096966


0
PHTF2
18.80431557
1.347280979
1.56059E−77
5.89983E−76
0.286764706
2.321904659


0
SCN4A
18.78740311
1.978144765
3.62211E−77
1.36353E−75
0.152526395
2.197559834


0
SEC13
18.74956322
1.502748251
4.73396E−77
1.77704E−75
0.233785822
2.257550716


0
SNX24
18.74044228
1.584287882
6.24302E−77
2.33691E−75
0.215686275
2.478454113


0
DIAPH2-AS1
18.7371769
1.167911887
4.60388E−77
1.73066E−75
0.404600302
2.57460022


0
ALPK3
18.73145676
1.616522908
7.59445E−77
2.83879E−75
0.203242836
2.239436626


0
MYOM2
18.70695305
2.043946266
1.72152E−76
6.38114E−75
0.14668175
2.368929625


0
ABCC9
18.70468712
1.47476387
1.05783E−76
3.93753E−75
0.239441931
2.283888102


0
NOS1
18.67178726
1.628685236
2.27133E−76
 8.4074E−75
0.203054299
2.361010075


0
OIP5
18.64021683
1.723742008
4.19435E−76
1.54181E−74
0.184200603
2.263207197


0
TRIM54
18.63317299
1.509993196
4.05801E−76
1.49376E−74
0.2239819
2.212064266


0
CACNA2D3
18.63073349
1.400458694
3.91964E−76
1.44483E−74
0.259803922
2.32923913


0
MAPT
18.62649345
1.492426515
4.43984E−76
 1.6298E−74
0.231334842
2.263072014


0
AGL
18.56879616
1.571789861
1.40418E−75
5.14035E−74
0.211726998
2.366036654


0
UNQ6494
18.51959229
1.6502074
3.56247E−75
1.29698E−73
0.197021116
2.408855438


0
THRAP3
18.50999832
1.125159621
 2.8442E−75
1.03691E−73
0.389705882
2.366123438


0
DTNA
18.49381065
1.305574536
4.09824E−75
1.48796E−73
0.301659125
2.407066584


0
UNC13C
18.45017242
2.307907343
2.07796E−74
7.47308E−73
0.122360483
2.363838673


0
TNS3
18.43144798
1.375910044
1.33592E−74
4.81093E−73
0.262820513
2.277597666


0
NR6A1
18.39040184
1.528244376
3.15401E−74
 1.1297E−72
0.219834087
2.325729847


0
USP2
18.37050819
1.692984343
5.03067E−74
1.79463E−72
0.183634992
2.227475882


0
LMO7
18.34247589
1.499092698
7.21197E−74
2.55905E−72
0.222096531
2.243437052


0
ACSF2
18.34053612
1.881338954
 1.0185E−73
3.58525E−72
0.15592006
2.268602848


0
ESR2
18.31093597
1.1641891
 9.8873E−74
3.48508E−72
0.369532428
2.377988815


0
RP11-21A7A.2
18.27960777
1.550349355
2.30361E−73
8.06627E−72
0.209653092
2.281793833


0
PIGF
18.27829933
1.586144567
2.45191E−73
8.56301E−72
0.201546003
2.31261754


0
PPP6R3
18.27804947
0.979604602
1.67515E−73
5.87341E−72
0.52224736
2.484341383


0
RFX3-AS1
18.25957489
1.488577366
3.16197E−73
1.10283E−71
0.223793363
2.294851542


0
CDKL4
18.24741745
1.6736058
4.52193E−73
1.57509E−71
0.184012066
2.224570036


0
MLXIP
18.20706749
1.252080321
6.79534E−73
2.36387E−71
0.302413273
2.299991608


0
RPTOR
18.16088486
1.331749201
1.63439E−72
5.67063E−71
0.266591252
2.306171179


0
JPH1
18.12937164
1.695486188
3.67687E−72
1.26745E−70
0.178733032
2.319608688


0
PHF20
18.11268044
1.093140841
3.28937E−72
1.13682E−70
0.402149321
2.422985315


0
FEZ2
18.09367371
1.116663933
 4.6169E−72
1.58942E−70
0.42081448
2.660176039


0
GHR
18.01223946
1.028234124
1.85787E−71
6.36295E−70
0.47341629
2.574320078


0
PARD3
18.0058918
0.897201538
2.01811E−71
6.90288E−70
0.669117647
2.763483524


0
AC011288.2
17.92776299
1.722795129
1.25833E−70
4.27108E−69
0.172511312
2.328503847


0
FGF13
17.90705681
1.232451797
1.27211E−70
4.31235E−69
0.314856712
2.429938555


0
PEBP4
17.8906517
1.410799861
1.91018E−70
6.45888E−69
0.236236802
2.279040098


0
ASH1L
17.88291168
0.95764482
1.75189E−70
5.93121E−69
0.52168175
2.504011631


0
RP11-415J8.3
17.84030151
1.082346082
3.84327E−70
1.29458E−68
0.398567119
2.442633867


0
DNAH11
17.82740784
1.180394411
5.01594E−70
1.68745E−68
0.330693816
2.357321501


0
TDRD3
17.82636833
1.279032707
5.49465E−70
1.84616E−68
0.276395173
2.306956291


0
SLC3A1
17.81783485
1.735740781
8.46477E−70
2.83693E−68
0.165723982
2.244956732


0
ZRANB3
17.81241035
1.23585999
6.77625E−70
2.27389E−68
0.29581448
2.301890612


0
IL6R
17.79824829
1.412739038
9.79548E−70
3.27877E−68
0.229260935
2.275303364


0
DCST2
17.77056122
2.16742754
2.60876E−69
8.64502E−68
0.121606335
2.220575571


0
TXLNB
17.76815796
1.459523559
 1.6635E−69
5.55411E−68
0.21719457
2.233676434


0
BRE
17.76275444
1.050187945
1.45126E−69
 4.8516E−68
0.424019608
2.472531796


0
SLC25A33
17.75013733
1.392471194
2.20181E−69
7.32385E−68
0.235671192
2.295519114


0
SYPL2
17.71124458
1.802222371
 5.7599E−69
1.90399E−67
0.152903469
2.260393858


0
TMEM135
17.63331413
1.095579982
1.39751E−68
4.60242E−67
0.379524887
2.494039059


0
CBX1
17.6192646
1.613857269
 2.3862E−68
 7.8294E−67
0.182315234
2.25194025


0
GMPR
17.60829735
1.49193573
2.65232E−68
8.69183E−67
0.205316742
2.224158764


0
G3BP2
17.50944138
1.419972777
1.37336E−67
4.48399E−66
0.22153092
2.266646624


0
UBR3
17.49085999
1.016369581
1.54109E−67
 5.0193E−66
0.428167421
2.394164801


0
PPP1R3C
17.48988533
1.937995434
2.83671E−67
9.19405E−66
0.143476621
2.429639816


0
TNNT3
17.47590065
1.339488268
2.29456E−67
7.44598E−66
0.269419306
2.722733259


0
EFTUD2
17.45556641
1.652798176
4.05755E−67
1.30871E−65
0.170625943
2.263745308


0
USP13
17.45141411
1.361573696
3.53772E−67
1.14382E−65
0.237745098
2.250944614


0
RP11-145A3.1
17.39904022
1.528439999
9.79561E−67
 3.1366E−65
0.19494721
2.354938507


0
FAM222B
17.39069748
1.311974645
9.67138E−67
3.10056E−65
0.253205128
2.290510416


0
USP34
17.37841606
0.910429895
1.01127E−66
3.23036E−65
0.546568627
2.519139051


0
CHN2
17.35637093
1.415685773
1.86017E−66
5.92069E−65
0.231334842
2.657305956


0
USO1
17.35306549
1.176837564
1.74672E−66
5.56626E−65
0.305241327
2.339381218


0
ARG2
17.34252548
1.617995977
2.63373E−66
8.36279E−65
0.176847662
2.301152706


0
ADCY2
17.30888557
1.207603931
3.66463E−66
1.16085E−64
0.293740573
2.346117735


0
ANK1
17.22611237
1.451314569
1.68543E−65
5.30104E−64
0.205693816
2.269577265


0
ZBTB16
17.21910858
0.670217931
1.59889E−65
5.03479E−64
0.885558069
3.14014864


0
RBM20
17.21783638
1.543208718
2.06746E−65
6.47958E−64
0.186840121
2.321971416


0
MAMSTR
17.21395493
2.515387774
3.96494E−65
1.23826E−63
0.095776772
2.271016121


0
ZNF438
17.12117004
1.106924176
8.27249E−65
2.57144E−63
0.338046757
2.36618638


0
RERE
17.01954842
0.882836521
 4.171E−64
 1.2845E−62
0.557315234
2.520747185


0
TRIM72
16.90210724
1.573284388
3.90831E−63
1.19118E−61
0.174019608
2.231470108


0
FAM179A
16.89718056
1.67205286
4.53886E−63
 1.3802E−61
0.160633484
2.404221535


0
RUSC2
16.89629173
1.452486157
4.10074E−63
 1.2484E−61
0.19739819
2.311003447


0
SCML1
16.87116051
1.042011499
5.11049E−63
1.55047E−61
0.371606335
2.372078419


0
HACD1
16.8257103
1.595159531
 1.3798E−62
 4.1577E−61
0.169306184
2.254306555


0
RP11-82O19.1
16.8163929
1.430505633
 1.4821E−62
 4.4609E−61
0.201923077
2.262339115


0
KMT2C
16.81148148
0.915655255
1.30619E−62
3.94484E−61
0.497737557
2.442172766


0
PTPN14
16.77837563
1.181063175
2.46384E−62
7.37404E−61
0.28714178
2.334687233


0
RP11-16L14.2
16.77301407
1.738576651
3.57857E−62
1.06862E−60
0.145739065
2.189573526


0
PPTC7
16.72522163
1.347937226
6.47271E−62
1.91992E−60
0.216251885
2.230639696


0
RP11-296O14.3
16.72070694
1.640796304
 8.0382E−62
2.37897E−60
0.159125189
2.261808395


0
SH2D1B
16.71588898
2.533542871
1.34364E−61
3.96335E−60
0.091251885
2.412657499


0
JPX
16.70307922
1.005693674
7.95441E−62
2.35679E−60
0.394984917
2.394914389


0
PALLD
16.69462013
0.987196505
9.09298E−62
2.68516E−60
0.41892911
2.466726542


0
ZNF749
16.67695236
2.227047682
2.19025E−61
6.41083E−60
0.104449472
2.234355927


0
FAM20A
16.64090729
1.22423315
2.35155E−61
6.86781E−60
0.272435897
2.423431396


0
ABCC1
16.640625
1.192810297
2.37789E−61
6.93712E−60
0.272624434
2.323126316


0
SVIL-AS1
16.61931992
1.272624969
3.49139E−61
1.01522E−59
0.240007541
2.296357155


0
CAMKMT
16.61318207
1.030198216
3.45152E−61
1.00472E−59
0.37311463
2.393567801


0
BNC2
16.6000843
0.938436508
4.16794E−61
1.21062E−59
0.48887632
2.67073822


0
JARID2
16.54021835
1.23473382
1.22731E−60
3.53011E−59
0.253393665
2.334017754


0
CDH20
16.50033379
1.757992625
3.12726E−60
8.88912E−59
0.145550528
2.98066473


0
MIR181A2HG
16.46705627
1.713909984
4.94044E−60
 1.4028E−58
0.145739065
2.252746344


0
RASA4B
16.44724464
1.66064477
6.67478E−60
1.89121E−58
0.150641026
2.222771645


0
SAR1B
16.40873909
1.332426786
1.06855E−59
3.02116E−58
0.214177979
2.242059708


0
RP11-166O4.6
16.34135818
1.788661718
3.86196E−59
1.08269E−57
0.1336727
2.188122988


0
ERBB4
16.33798599
1.286193848
3.20581E−59
8.99693E−58
0.231523379
2.324207544


0
DAG1
16.32616425
1.372845531
4.05991E−59
1.13579E−57
0.20173454
2.276916265


0
DNHD1
16.32529831
1.434533596
 4.2239E−59
1.18043E−57
0.187405732
2.269569874


0
ADCK3
16.29577065
1.116419792
5.85794E−59
1.63023E−57
0.297699849
2.26932168


0
RP11-293P20.2
16.27103615
1.959477067
 1.2665E−58
3.50989E−57
0.116704374
2.176229954


0
RETSAT
16.23784828
1.701403141
1.92754E−58
5.32518E−57
0.14046003
2.225717545


0
UBR5
16.22808075
0.964127302
1.66743E−58
4.61138E−57
0.39479638
2.350933075


0
IN080
16.19464684
1.158841133
3.02253E−58
8.32434E−57
0.27168175
2.313791275


0
AC010976.2
16.15413475
1.675938845
7.05058E−58
1.92781E−56
0.143476621
2.203706503


0
RP11-545I5.3
16.14826965
1.428564668
6.98283E−58
1.91125E−56
0.184954751
2.225213289


0
KIF9-AS1
16.12478065
1.378516436
9.94874E−58
2.71187E−56
0.195701357
2.259277821


0
CLIP4
16.05187607
1.183624029
2.91117E−57
7.90298E−56
0.254147813
2.289397717


0
ASPH
16.04857063
1.015013933
2.89648E−57
7.87113E−56
0.3489819
2.372408152


0
MPRIP
16.02899742
1.125928879
4.05369E−57
 1.0971E−55
0.281862745
2.309693336


0
PWAR6
16.00473976
1.816303492
7.97734E−57
2.15242E−55
0.125188537
2.213516235


0
DIO2
16.00029182
1.821836829
8.76002E−57
2.36121E−55
0.130090498
2.759577036


0
OGDH
15.99643326
1.215083241
6.98728E−57
 1.8872E−55
0.240950226
2.262580395


0
RP11-94C24.6
15.97014713
2.290425539
1.68331E−56
4.50981E−55
0.092383107
2.239403009


0
AC026202.3
15.97001553
1.081814051
 1.006E−56
2.70611E−55
0.305995475
2.336813688


0
AC004076.9
15.96415424
1.866314769
 1.5308E−56
4.10536E−55
0.119343891
2.195821285


0
CTBP2
15.95919609
1.00650382
1.16195E−56
3.11931E−55
0.354826546
2.366051435


0
CCPG1
15.93528175
1.13858211
1.78949E−56
4.78464E−55
0.266591252
2.28431654


0
DOCK3
15.89577389
1.339196801
3.53664E−56
9.41816E−55
0.200603318
2.304512262


0
ST3GAL3
15.87503338
1.148240924
4.58134E−56
1.21637E−54
0.262443439
2.299495459


0
PDZD2
15.85541534
0.890840232
5.72523E−56
1.51704E−54
0.473227753
2.519250393


0
SLC38A1
15.8033905
1.145225525
1.37929E−55
3.62585E−54
0.268288084
2.432721376


0
CNNM2
15.79618645
1.164433837
1.54655E−55
4.05753E−54
0.258861237
2.335786343


0
PFKFB2
15.77776051
1.564805388
2.42121E−55
 6.3273E−54
0.150452489
2.185872555


0
ANKUB1
15.77569866
1.006205797
2.01969E−55
5.29362E−54
0.349924585
2.398211718


0
GGT7
15.71939087
1.348219275
5.59582E−55
1.45519E−53
0.198340875
2.585859537


0
FGGY
15.68927479
1.242921352
8.31485E−55
2.15594E−53
0.222285068
2.315636396


0
SLC25A12
15.66139984
1.203821421
1.26794E−54
3.28441E−53
0.232466063
2.268038511


0
CFLAR
15.65371227
0.937332332
1.30525E−54
3.37447E−53
0.395173454
2.380142212


0
BLCAP
15.64676189
1.144592881
1.54995E−54
4.00321E−53
0.254713424
2.258275032


0
TRIM41
15.64253426
1.818199396
2.12095E−54
5.45679E−53
0.120098039
2.247891188


0
PFDN1
15.6197958
1.158570886
2.36562E−54
6.08037E−53
0.250754148
2.326673031


0
HDAC8
15.55946064
1.023276329
5.67615E−54
1.45332E−52
0.323152338
2.368926764


0
ITGA7
15.54717445
1.442262292
7.75764E−54
1.98245E−52
0.171757164
2.306205034


0
RARRES1
15.52923679
1.220838785
9.49459E−54
2.41935E−52
0.226055807
2.27863431


0
KPNA1
15.52049923
1.159834027
1.07613E−53
 2.7395E−52
0.24321267
2.243037224


0
SPEG
15.51967144
1.544146419
1.25477E−53
3.19121E−52
0.148001508
2.235529661


0
MBNL1
15.50355434
0.691259444
1.28425E−53
3.26305E−52
0.771493213
2.855930567


0
FOXP2
15.50218201
1.024141669
1.34311E−53
3.40609E−52
0.32484917
2.35075736


0
GATS
15.47367954
1.223187685
2.23676E−53
 5.6508E−52
0.220776772
2.265581846


0
RP11-577H5.5
15.45517635
1.205093622
2.93119E−53
7.39111E−52
0.224358974
2.219513178


0
UGP2
15.43696308
1.032930732
3.67407E−53
9.25552E−52
0.303544495
2.299382925


0
C3orf35
15.43685818
1.611587167
4.43483E−53
1.11509E−51
0.138763198
2.178259373


0
RYR3
15.43056202
1.21413672
 4.266E−53
1.07365E−51
0.228695324
2.389222622


0
TAC4
15.36862469
1.507579446
1.20613E−52
3.02125E−51
0.151960784
2.220090151


0
NUP54
15.33423996
1.431720495
2.01342E−52
5.02447E−51
0.165158371
2.369675398


0
FHIT
15.32340717
0.991145015
1.99881E−52
4.99271E−51
0.342006033
2.416106462


0
C9orf147
15.3225317
2.131672382
3.03416E−52
7.55044E−51
0.092948718
2.22565937


0
RILPL1
15.29295063
1.261289001
3.43845E−52
8.54052E−51
0.203808446
2.218065262


0
GBAS
15.29242706
1.110419631
 3.3246E−52
8.26548E−51
0.260180995
2.331459761


0
KANSL1L
15.26628399
0.920988321
4.68677E−52
1.15978E−50
0.391214178
2.434716702


0
FOXN4
15.23561192
2.378076792
1.20747E−51
2.96316E−50
0.081259427
2.233010769


0
HSDL2
15.20335674
1.327059984
1.34592E−51
3.29987E−50
0.184954751
2.273465872


0
VPS13D
15.19289207
0.879760206
1.39243E−51
3.41074E−50
0.422134238
2.395941019


0
ME1
15.12923717
1.282018185
3.99475E−51
9.70463E−50
0.194381599
2.2682302


0
R3HDM1
15.11114979
1.137142777
5.00905E−51
1.21576E−49
0.244155354
2.335669518


0
C14orf159
15.06742477
1.193273067
9.77159E−51
2.35448E−49
0.218325792
2.26219511


0
RP4-791M13.4
15.05053425
1.994030714
1.64561E−50
3.94724E−49
0.097473605
2.168473005


0
CRLF3
15.04998779
1.077667832
1.21722E−50
2.92495E−49
0.268099548
2.333545685


0
FAF1
15.01508904
0.860432208
1.94554E−50
4.66245E−49
0.431749623
2.395051479


0
ZNF423
15.00989819
1.426249862
2.45304E−50
5.86809E−49
0.158559578
2.263974428


0
ANK3
14.99538708
1.363517046
2.96365E−50
7.07682E−49
0.173076923
2.274002552


0
TBC1D1
14.97391891
1.030160427
3.69774E−50
8.82181E−49
0.294683258
2.401354313







Cluster 2 Myocyte














2
TTN
18.91510391
1.567040563
8.79956E−75
2.59851E−71
0.921542553
3.60868001


2
NEB
18.90369987
1.710253716
4.87598E−75
1.61986E−71
0.880319149
3.65627265


2
MLIP
18.5883503
1.632962823
 5.9037E−73
1.42639E−69
0.828457447
3.21810174


2
SVIL
18.37194443
1.549738407
4.12933E−71
7.83895E−68
0.894281915
3.355479956


2
DMD
18.27946281
1.538463712
2.34784E−70
 4.1599E−67
0.926861702
3.868873596


2
NEXN
17.91363144
1.618423223
3.64652E−68
4.84568E−65
0.817154255
3.189834595


2
RP11-362A9.3
17.87204361
1.703782916
6.39172E−68
8.08918E−65
0.792553191
3.258601427


2
PDE4D
17.65384865
1.654889226
4.79066E−66
5.30506E−63
0.912234043
4.051409721


2
FBXO32
17.2364521
1.65746367
1.57106E−63
1.60592E−60
0.790558511
3.375625849


2
TRDN
17.10459709
1.649006844
1.17851E−62
1.11862E−59
0.750664894
3.251871586


2
MYBPC1
16.97781944
1.91556406
8.32761E−62
7.63182E−59
0.728058511
3.969906807


2
TRIM63
15.28352737
1.454261899
7.95172E−51
4.91472E−48
0.763297872
3.167193174


2
TACC2
15.16292
1.530524135
4.54642E−50
2.68512E−47
0.594414894
2.78809762


2
MYPN
14.93404293
1.405670881
1.06197E−48
5.42769E−46
0.71143617
2.910595417


2
NEAT1
14.53893661
1.009650588
3.47819E−46
1.59379E−43
0.964760638
4.773561954


2
AGBL1
14.37777805
1.690928936
 2.7647E−45
1.22462E−42
0.465425532
2.94357872


2
PEX5L
14.28782177
1.553905129
7.97892E−45
3.31337E−42
0.557845745
2.971868515


2
ABLIM2
14.25771618
1.347255588
1.11243E−44
4.54848E−42
0.674867021
2.762402534


2
PDLIM5
13.76612473
1.203850269
8.39566E−42
2.97509E−39
0.845744681
3.208065748


2
FAM134B
13.67683315
1.447466254
2.45652E−41
8.37012E−39
0.563164894
2.873705387


2
PRKG1
13.48586178
1.345178962
2.77072E−40
8.98017E−38
0.664893617
3.147129774


2
EYA4
13.48381615
1.251600027
2.90148E−40
9.29067E−38
0.755319149
3.019938946


2
ASB5
13.3914957
1.348494411
9.30118E−40
2.90821E−37
0.582446809
2.679147005


2
TBC1D8
13.3588953
1.22247386
1.40252E−39
4.33427E−37
0.749335106
3.038730145


2
AKAP6
13.3441267
1.407507777
1.76062E−39
5.37838E−37
0.527260638
2.68428731


2
SLC36A2
13.18357944
1.93830514
1.97459E−38
5.89648E−36
0.283244681
2.558409691


2
GLRA1
13.10096645
1.837557793
5.20511E−38
1.52601E−35
0.296542553
2.434786558


2
RIF1
12.93259335
1.285613656
 2.883E−37
8.15122E−35
0.601728723
2.705685616


2
RP11-532N4.2
12.90403938
1.433244944
 4.1612E−37
 1.152E−34
0.537234043
2.974453211


2
PDE4DIP
12.36886883
1.06093967
2.64742E−34
6.33879E−32
0.787234043
3.013641596


2
ATP1B1
12.31983185
1.392726302
5.00718E−34
1.16733E−31
0.441489362
2.560085535


2
CAP2
12.08350945
1.158466578
7.37974E−33
1.62092E−30
0.700797872
2.964101553


2
RYR1
12.07474327
1.134073496
8.18633E−33
1.78334E−30
0.689494681
2.798129797


2
TTN-AS1
12.0442915
1.07553494
1.17632E−32
2.44244E−30
0.753324468
2.909742594


2
MPV17
12.02166748
1.214659452
1.52453E−32
3.11672E−30
0.550531915
2.591000557


2
LARGE
12.00811863
1.222070336
1.80824E−32
3.64073E−30
0.5625
2.782058001


2
SPRTN
11.99744606
1.368681312
2.13409E−32
4.23267E−30
0.43018617
2.567420006


2
MALAT1
11.77150917
0.664788306
2.64105E−31
4.87439E−29
0.995345745
6.952069283


2
PCNT
11.67835712
1.178779364
7.62123E−31
1.36858E−28
0.549202128
2.568871498


2
ADCY9
11.588871
1.369272113
2.24335E−30
3.94845E−28
0.390292553
2.543217421


2
BACH1
11.42694855
1.083581328
1.24316E−29
2.06497E−27
0.67087766
2.799019337


2
PPARGC1A
11.42185783
1.307081342
1.39241E−29
2.29852E−27
0.426196809
2.634195328


2
SALRNA2
11.41543865
1.74123013
1.78787E−29
2.93311E−27
0.248005319
2.40765357


2
LRRC2
11.13176823
1.266040683
3.25984E−28
4.92255E−26
0.406914894
2.423300743


2
KIF1B
11.07899284
1.023881435
5.48844E−28
8.24104E−26
0.695478723
2.829248667


2
PDLIM3
10.91890621
1.154265881
 3.0312E−27
 4.3546E−25
0.724734043
3.359336853


2
FAM160A1
10.72207642
1.296125531
2.52163E−26
3.43679E−24
0.362367021
2.436731815


2
SLC20A2
10.67056179
1.1010499
4.11515E−26
5.46842E−24
0.533244681
2.676830769


2
THRB
10.61974049
1.019972801
6.90988E−26
9.00215E−24
0.611037234
2.674141884


2
TP63
10.53596687
1.10275054
1.63491E−25
2.09909E−23
0.575797872
2.83540082


2
FAM184B
10.533288
1.038636446
 1.6785E−25
2.14469E−23
0.611702128
2.744561195


2
OBSCN
10.44314957
1.05041039
4.22248E−25
5.26859E−23
0.575797872
2.67788887


2
IL12RB2
10.37972641
1.185966134
8.23875E−25
1.02318E−22
0.408909574
2.470058441


2
SLC38A1
10.34130764
1.275879025
1.23863E−24
1.51005E−22
0.345079787
2.454803467


2
FAM20A
10.32001877
1.303017259
1.55527E−24
1.87883E−22
0.337765957
2.523349047


2
ALK
10.28872013
1.114429832
2.02317E−24
2.41121E−22
0.496010638
2.658817291


2
NPAS2
10.27796555
1.189062834
2.31772E−24
2.73769E−22
0.39893617
2.535564899


2
RP11-64D24.2
10.27102375
0.993639231
2.39256E−24
2.81359E−22
0.642952128
2.814280987


2
RBFOX1
10.25261688
1.011546493
2.87634E−24
3.35283E−22
0.644946809
2.867855787


2
ARHGAP11B
10.24400139
1.42457211
3.43708E−24
3.95443E−22
0.269946809
2.362348318


2
CLIP1
10.24391651
0.957416773
3.13793E−24
3.62594E−22
0.653590426
2.724636793


2
NEDD4
10.12351418
1.054112315
1.04291E−23
1.15972E−21
0.553191489
2.823931456


2
CABYR
10.01727772
1.929701805
3.69428E−23
4.00746E−21
0.159574468
2.3196311


2
LYVE1
9.936989784
1.435082316
6.96123E−23
7.34161E−21
0.263297872
2.558595657


2
EFHC2
9.878255844
1.866165042
1.38055E−22
1.45023E−20
0.162234043
2.192156315


2
OSBPL6
9.855507851
1.122792482
1.44816E−22
1.51527E−20
0.412234043
2.49508214


2
GBE1
9.842813492
0.970255792
1.60649E−22
 1.6678E−20
0.688164894
3.104842186


2
MAFG
9.823610306
1.43303597
2.10303E−22
 2.1748E−20
0.253989362
2.525716066


2
GPATCH8
9.772167206
0.865730166
3.17637E−22
3.19767E−20
0.74268617
2.926024437


2
ACACB
9.759922981
0.900359094
 3.5882E−22
3.59863E−20
0.734707447
2.94533515


2
PPM1B
9.715722084
0.923463047
5.43049E−22
5.40547E−20
0.607712766
2.665096045


2
EEPD1
9.696422577
1.093864083
 6.629E−22
6.52515E−20
0.416223404
2.516578674


2
TARID
9.673109055
1.151974559
8.37063E−22
8.20908E−20
0.362367021
2.411636114


2
OSBPL9
9.534450531
0.901503384
3.00012E−21
2.82745E−19
0.632978723
2.706339121


2
LINC01584
9.483860016
1.870488167
5.66631E−21
5.30259E−19
0.150930851
2.291846037


2
ASB2
9.44735527
1.022662044
6.82587E−21
6.34305E−19
0.436170213
2.405553579


2
RP11-83A24.2
9.427179337
1.057042837
8.26976E−21
7.60503E−19
0.414893617
2.485334158


2
DEPTOR
9.424127579
0.989740551
8.41766E−21
7.71435E−19
0.505319149
2.646375179


2
PHYHIPL
9.384076118
1.4225595
1.30172E−20
1.17274E−18
0.231382979
2.428275824


2
COL14A1
9.344724655
1.122022629
1.78481E−20
1.59178E−18
0.36768617
2.558378935


2
SLC16A10
9.320101738
0.955679357
2.18484E−20
1.94203E−18
0.553191489
2.71603322


2
BEST3
9.31470871
1.170551062
2.36769E−20
2.09754E−18
0.317819149
2.353159189


2
DNAH11
9.299433708
1.076768398
2.69237E−20
2.36938E−18
0.378324468
2.433912516


2
FAM155A
9.262131691
1.371308208
3.94695E−20
 3.4506E−18
0.23537234
2.352062225


2
MAST2
9.225768089
0.934371293
5.16647E−20
4.48723E−18
0.527925532
2.54109621


2
PEBP4
9.219557762
1.228525877
5.70626E−20
4.92388E−18
0.279920213
2.369147301


2
CFAP100
9.217924118
1.199949741
5.74078E−20
4.93763E−18
0.293882979
2.300785542


2
GRIK1
9.088432312
0.987134993
1.78551E−19
1.50112E−17
0.491356383
2.683677912


2
SPPL2A
9.088224411
0.950577438
1.79048E−19
1.50112E−17
0.477393617
2.476287365


2
CMYA5
9.023292542
0.883891165
3.17903E−19
2.64028E−17
0.591090426
2.639010429


2
KCNMA1
9.018539429
1.011719227
3.34156E−19
2.76662E−17
0.440824468
2.60061717


2
KCNQ5
8.965885162
0.956833065
5.29094E−19
4.31341E−17
0.587765957
3.040906668


2
UBAC1
8.906652451
1.001608729
8.99776E−19
 7.2685E−17
0.399601064
2.376380682


2
AC016831.7
8.857182503
0.77382791
 1.377E−18
 1.099E−16
0.774601064
3.111475706


2
SLC24A1
8.845750809
1.101889372
1.55603E−18
1.23447E−16
0.319148936
2.379269838


2
DENND2C
8.752186775
1.03368485
3.46418E−18
2.69203E−16
0.378989362
2.531555414


2
ASB8
8.726119041
0.953082442
 4.313E−18
3.30336E−16
0.446808511
2.538386345


2
UBE2E2
8.683895111
0.790107071
6.16727E−18
4.69649E−16
0.696143617
2.86138463


2
PKD2L2
8.569160461
1.125851274
1.68633E−17
1.26247E−15
0.283909574
2.361500978


2
RP11-380P13.1
8.551259041
1.430726767
2.04885E−17
1.52101E−15
0.186170213
2.574045897


2
PDXDC1
8.524419785
0.702211797
2.39924E−17
1.77124E−15
0.777260638
2.910685301


2
FILIP1L
8.515379906
0.823797643
2.58471E−17
1.90287E−15
0.640957447
2.917728901


2
ATP2A2
8.500027657
0.930512011
2.95614E−17
2.17031E−15
0.446143617
2.588398695


2
GATS
8.444508553
1.130021214
4.80014E−17
3.46666E−15
0.271276596
2.269706011


2
TPM3
8.438203812
0.85878402
4.93857E−17
3.55697E−15
0.57712766
2.807992458


2
EIF4G3
8.40528965
0.854926169
6.51862E−17
4.66969E−15
0.519281915
2.659113169


2
ZFAND1
8.402084351
1.048342943
6.78622E−17
4.83532E−15
0.325132979
2.506274939


2
LRRFIP2
8.34126091
0.823379874
1.10601E−16
 7.7763E−15
0.549202128
2.569671154


2
CTNNA3
8.311929703
0.866425931
1.41056E−16
 9.8914E−15
0.503989362
2.598663568


2
PTPN3
8.299781799
1.117576003
1.59387E−16
1.11182E−14
0.267287234
2.335477352


2
EPS15L1
8.271939278
0.853805006
1.96166E−16
1.35768E−14
0.488696809
2.521912575


2
MAPT
8.258669853
1.113215327
2.23206E−16
1.54082E−14
0.26462766
2.295737505


2
P4HA1
8.247336388
0.935984075
2.40419E−16
1.65534E−14
0.432845745
2.670775414


2
SYT2
8.231595993
0.960722983
2.74384E−16
1.87946E−14
0.373005319
2.456026077


2
ERAP1
8.219478607
0.891569376
3.01582E−16
2.04468E−14
0.458776596
2.609760046


2
RP11-133L19.1
8.214758873
1.749738216
3.41567E−16
2.30988E−14
0.124335106
2.209592819


2
DOCK10
8.143771172
1.49682188
5.92012E−16
3.95324E−14
0.15625
2.539573431


2
IRAK2
8.133694649
1.430084586
6.36126E−16
4.23717E−14
0.162898936
2.216449261


2
RP11-445F6.2
8.12286377
1.370827556
6.89805E−16
4.56043E−14
0.174202128
2.224144936


2
NFE2L3
8.095326424
0.951837718
8.28042E−16
5.46076E−14
0.366356383
2.468808413


2
ATP1A2
8.089222908
0.867038071
8.64772E−16
5.68888E−14
0.44481383
2.456968546


2
ARSG
7.999431133
1.072402239
1.79935E−15
 1.1579E−13
0.265292553
2.239055395


2
EIF4E2
7.970070839
0.947133601
 2.252E−15
1.44569E−13
0.342420213
2.356128931


2
MLK7-AS1
7.928092957
0.908273697
3.13058E−15
1.98572E−13
0.380984043
2.442573547


2
RP11-428F8.2
7.919212818
1.002526164
3.37391E−15
2.13496E−13
0.306515957
2.375439405


2
THRAP3
7.899129868
0.856650889
3.92422E−15
2.47142E−13
0.417553191
2.407128572


2
DIAPH2-AS1
7.895850658
0.88786751
4.02971E−15
2.53186E−13
0.423537234
2.674157381


2
RAB7A
7.849746227
0.843481243
 5.7778E−15
 3.6131E−13
0.433510638
2.49677825


2
LRRTM3
7.812693596
0.938993394
7.72365E−15
4.78488E−13
0.356382979
2.513574362


2
ZFAND3
7.810518742
0.681160331
7.80935E−15
4.81173E−13
0.707446809
2.791204214


2
TBC1D1
7.80654335
0.942913294
8.12265E−15
4.97409E−13
0.33643617
2.44467473


2
SSH2
7.682690144
0.678723037
2.09375E−14
1.25046E−12
0.734042553
3.044606686


2
USP13
7.640108109
1.018036366
2.94052E−14
1.73667E−12
0.265957447
2.29551959


2
ARPP21
7.630685806
0.841538072
3.11973E−14
1.83436E−12
0.447473404
2.60148859


2
CFAP61
7.621867657
0.903961539
3.35116E−14
1.95745E−12
0.357047872
2.470448256


2
KBTBD12
7.585996151
1.319558024
4.52771E−14
2.60461E−12
0.164228723
2.318667173


2
CPED1
7.579452038
0.829537511
4.59863E−14
 2.6397E−12
0.492021277
2.779601812


2
TRIM72
7.573701382
1.158331871
 4.9084E−14
2.81143E−12
0.20412234
2.252102613


2
COL4A3
7.567313671
1.109659672
5.12323E−14
2.92189E−12
0.223404255
2.323210001


2
HIGD1C
7.490761757
1.303749919
9.25077E−14
5.11139E−12
0.160239362
2.224802971


2
PDE7A
7.487314224
0.746995151
9.18754E−14
5.08702E−12
0.541888298
2.599315166


2
ABHD15-AS1
7.473214626
0.752368629
1.02167E−13
5.62173E−12
0.533244681
2.659134388


2
ZBTB43
7.469352722
0.852468967
1.05467E−13
5.79129E−12
0.371010638
2.345040321


2
CHRNA1
7.462652683
1.217321992
1.13203E−13
6.20329E−12
0.182180851
2.284247875


2
MSI2
7.445295811
0.791202128
1.25917E−13
6.87165E−12
0.4375
2.401218891


2
NME7
7.430614471
1.04057765
1.42328E−13
7.75131E−12
0.248670213
2.420376539


2
ASB14
7.410612106
1.054909945
1.64883E−13
8.90669E−12
0.232047872
2.258043289


2
TIAM2
7.376161575
0.796732664
2.10204E−13
1.12633E−11
0.421542553
2.398531914


2
MACROD2
7.370851994
0.825578034
2.18733E−13
1.16967E−11
0.408244681
2.539567947


2
MYO18B
7.350703239
0.752539873
2.52859E−13
1.34136E−11
0.583776596
2.822394609


2
CSPP1
7.348880768
0.834422827
 2.5712E−13
1.36125E−11
0.380984043
2.377294302


2
ADCY2
7.321660995
0.892778933
3.14894E−13
1.65722E−11
0.322473404
2.356746912


2
DLG1
7.31735611
0.75628072
3.23429E−13
1.69877E−11
0.474069149
2.507163763


2
LINC00691
7.308915138
1.610185266
 3.6071E−13
1.89085E−11
0.11037234
2.206365347


2
GPAT3
7.292189598
1.305723786
4.01126E−13
2.08217E−11
0.153590426
2.250618219


2
CLTCL1
7.243478775
0.799707294
5.54103E−13
2.85395E−11
0.428856383
2.532205343


2
TMCC1
7.229106903
0.791059196
6.15695E−13
3.14679E−11
0.409574468
2.442850351


2
SGCD
7.191203594
0.806258261
 8.0903E−13
4.10336E−11
0.408909574
2.51824975


2
ALPK2
7.183315277
1.264003873
8.77787E−13
4.41836E−11
0.15625
2.265405655


2
COL4A4
7.179478645
1.164447427
8.95119E−13
4.49708E−11
0.18018617
2.246918917


2
SOX6
7.16583252
0.795013547
9.70982E−13
4.86902E−11
0.415558511
2.5423491


2
TXLNB
7.127572536
0.994462132
1.28957E−12
6.43021E−11
0.236702128
2.283907652


2
CACNA2D1
7.103878498
0.670570374
1.50809E−12
7.44989E−11
0.627659574
2.766659737


2
LINC-PINT
7.060790539
0.626786828
2.04782E−12
1.00415E−10
0.76462766
3.220552683


2
DTNA
7.053276062
0.878751934
2.17401E−12
1.06211E−10
0.313164894
2.491229534


2
RP11-266N13.2
7.053152084
0.859615445
2.17066E−12
1.06211E−10
0.328457447
2.394334316


2
C1orf21
7.033145905
0.672531784
2.48985E−12
1.21418E−10
0.585771277
2.634563684


2
FEZ2
7.001177311
0.784137785
 3.1247E−12
1.51819E−10
0.436835106
2.704600573


2
ZNF385B
7.000661373
0.920648813
3.15161E−12
1.52569E−10
0.290558511
2.595630169


2
DLGAP4
6.988506317
0.908205986
3.43426E−12
1.65348E−10
0.270611702
2.278238773


2
LGR5
6.97383976
1.221495271
3.86352E−12
 1.8501E−10
0.15625
2.319181204


2
HDAC4
6.968994617
0.70619911
3.90869E−12
1.86837E−10
0.525930851
2.645893335


2
RUVBL1
6.956312656
0.993451178
4.31675E−12
2.05087E−10
0.222739362
2.244528055


2
PPP1R12B
6.941595554
0.717509031
4.73536E−12
2.24334E−10
0.482712766
2.561249495


2
SORBS1
6.93281126
0.73868221
5.03104E−12
2.37495E−10
0.484707447
2.639477253


2
RP11-96C21.2
6.89608717
1.503910899
6.71719E−12
3.14855E−10
0.107047872
2.083877087


2
SGCG
6.890183449
1.089723945
6.85666E−12
3.20263E−10
0.186170213
2.260030508


2
AC013461.1
6.889243126
0.701131463
6.80935E−12
3.18613E−10
0.496010638
2.52626133


2
TMEM233
6.881015778
0.834152579
7.23403E−12
3.37296E−10
0.333111702
2.505241394


2
GATSL2
6.858131409
1.320169568
 8.6462E−12
4.02434E−10
0.130319149
2.146317244


2
MAP4
6.836865902
0.654626906
9.76442E−12
4.52895E−10
0.577792553
2.609838724


2
SLC25A33
6.834188461
0.920866072
1.00238E−11
4.64115E−10
0.253324468
2.32438612


2
CDKL4
6.825937271
1.029004693
1.06446E−11
4.90296E−10
0.201462766
2.229254723


2
ANO5
6.769399166
0.922652483
1.56019E−11
7.05189E−10
0.248005319
2.306553364


2
CTBP2
6.733307838
0.759192407
 1.9836E−11
8.89008E−10
0.378324468
2.395258188


2
ABCC5
6.721916676
0.818307459
2.14662E−11
9.57225E−10
0.315159574
2.339352846


2
AMOTL1
6.712009907
0.832210779
2.29666E−11
1.01901E−09
0.303191489
2.375254154


2
FASTKD1
6.703478336
0.81862843
2.42977E−11
1.07626E−09
0.319148936
2.389727116


2
PSME4
6.695572376
0.771811306
2.56162E−11
 1.1309E−09
0.356382979
2.372953176


2
TTC19
6.692688465
0.654589534
2.60384E−11
1.14763E−09
0.54787234
2.531679869


2
ESR2
6.691162109
0.756260395
2.63503E−11
1.15946E−09
0.381648936
2.405297279


2
BHLHE40
6.678644657
1.099456191
2.90425E−11
1.27581E−09
0.168882979
2.183031082


2
BLCAP
6.672067642
0.850983441
3.00658E−11
1.31858E−09
0.28125
2.261330366


2
RP11-768F21.1
6.661456585
0.75990802
 3.2195E−11
1.40963E−09
0.393617021
2.58310914


2
LINC00958
6.637942791
1.567791581
3.89233E−11
1.68754E−09
0.093085106
2.155334234


2
EMC10
6.634161949
0.729967237
3.85608E−11
 1.6773E−09
0.60106383
3.165352583


2
PRUNE2
6.63179636
1.108187437
3.98181E−11
1.72353E−09
0.176196809
2.86322546


2
AP000318.2
6.62654829
1.657520413
4.22312E−11
1.81909E−09
0.085106383
2.133541346


2
NOCT
6.625837803
0.886966407
4.10187E−11
1.76973E−09
0.256648936
2.346415043


2
PHKA1
6.609696865
0.86346215
4.55992E−11
1.94838E−09
0.276595745
2.355988741


2
PPP2R3A
6.606728077
0.729199946
4.63602E−11
1.97771E−09
0.400930851
2.421422482


2
RP3-355L5.4
6.594410896
0.801982045
5.04221E−11
2.14754E−09
0.318484043
2.382540226


2
VPS13A
6.575816154
0.784998536
5.70615E−11
2.42644E−09
0.327792553
2.393537998


2
SLCO5A1
6.554997921
1.385593295
6.67802E−11
2.80826E−09
0.111037234
2.1230762


2
MYOT
6.547663212
0.705812931
6.85211E−11
2.87691E−09
0.447473404
2.539206505


2
RP11-17E2.2
6.502860069
1.31861937
9.39876E−11
3.89689E−09
0.11768617
2.196060419


2
CNNM2
6.496202469
0.838362455
9.64911E−11
3.98206E−09
0.279920213
2.362019062


2
RP5-1042K10.10
6.49488306
0.868191123
9.74152E−11
4.00774E−09
0.255984043
2.32771492


2
CAMK2D
6.493876457
0.71522969
9.77187E−11
4.01402E−09
0.400930851
2.471184254


2
AC005237.4
6.490449905
0.778861642
1.00101E−10
4.09288E−09
0.359707447
2.74353385


2
UBE2G1
6.490374565
0.766047239
1.00061E−10
4.09288E−09
0.337101064
2.360214233


2
ACTN2
6.484542847
0.718066335
1.03785E−10
4.23631E−09
0.421542553
2.586266994


2
TMEM219
6.454517841
1.030274987
1.27573E−10
5.15274E−09
0.177526596
2.287629843


2
COL21A1
6.446806431
1.698665142
1.37601E−10
5.52419E−09
0.078457447
2.175926924


2
AMPD3
6.428993225
1.043485403
1.50524E−10
6.03391E−09
0.170212766
2.195843935


2
VAV1
6.421996117
1.270571589
1.58609E−10
6.31985E−09
0.120345745
2.094852686


2
ANK3
6.416523933
0.983450234
1.62824E−10
6.47812E−09
0.195478723
2.291696787


2
PIGB
6.40383625
0.773530662
1.75676E−10
 6.979E−09
0.322473404
2.356812


2
MEF2C-AS1
6.379877567
0.846469343
2.05466E−10
 8.0779E−09
0.265292553
2.412787676


2
TRIM54
6.373447418
0.874460161
2.14255E−10
8.38624E−09
0.236037234
2.19879365


2
FER1L5
6.365951061
1.664257288
2.31001E−10
9.01513E−09
0.078457447
2.045360327


2
GPR75-ASB3
6.356722355
0.760176897
2.37948E−10
9.25906E−09
0.324468085
2.336653471


2
RBM20
6.328431129
0.952661514
 2.8672E−10
1.11081E−08
0.201462766
2.331152916


2
CORO1C
6.311127186
0.804936707
3.18976E−10
1.23218E−08
0.278590426
2.276013851


2
ENAH
6.306545258
0.777756095
3.28117E−10
1.26199E−08
0.308510638
2.384060144


2
CTD-3252C9.4
6.304284573
0.982546866
3.35082E−10
1.28136E−08
0.183510638
2.259699345


2
SLITRK4
6.271499157
1.00402844
4.12776E−10
1.56051E−08
0.178856383
2.339720249


2
WIPI1
6.250328064
0.894716024
4.70211E−10
1.76257E−08
0.216755319
2.196087837


2
RP11-82O19.1
6.198344231
0.896507144
6.52306E−10
2.41453E−08
0.214095745
2.295628071


2
DIAPH2
6.198203564
0.593374729
 6.4927E−10
2.40664E−08
0.628324468
2.927456856


2
FAM214A
6.195316315
0.731180668
6.62454E−10
2.44868E−08
0.333111702
2.372669458


2
CUX1
6.172894955
0.58512336
7.60554E−10
2.79575E−08
0.589760638
2.639996767


2
SPTB
6.163532257
0.842561901
8.10368E−10
2.96655E−08
0.238031915
2.283783913


2
CLCN4
6.117886066
1.201776743
1.08571E−09
 3.9152E−08
0.119680851
2.141138315


2
ZNF565
6.099840641
0.630702078
1.19802E−09
4.29621E−08
0.46875
2.511870861


2
USP54
6.092183113
0.632852077
 1.2562E−09
4.48951E−08
0.478058511
2.608493328


2
LMOD3
6.081940651
1.026607752
1.34949E−09
4.80127E−08
0.156914894
2.213111877


2
ALPK3
6.080654621
0.877632439
1.35421E−09
4.81161E−08
0.213430851
2.200994015


2
AC016723.4
6.075102329
0.84170711
1.40046E−09
4.96929E−08
0.259973404
2.686074734


2
HPN
6.025946617
1.155745029
1.90982E−09
6.68738E−08
0.124335106
2.191125631


2
TMEM65
6.023669243
0.997532547
1.92659E−09
6.73722E−08
0.16356383
2.209017277


2
MYLK4
6.004740238
1.049763322
2.16494E−09
7.52125E−08
0.157579787
2.668658733


2
OPTN
6.004301071
0.709042132
2.15512E−09
7.49695E−08
0.333776596
2.346712351


2
TTC39C
6.004148483
1.119683146
2.18029E−09
 7.5647E−08
0.13231383
2.413716793


2
OVCH1-AS1
6.000938416
1.118994951
2.22102E−09
7.69591E−08
0.132978723
2.290840387


2
MEGF11
5.976119995
1.030354619
2.57563E−09
8.86691E−08
0.151595745
2.285352945


2
RP11-381K20.2
5.962713242
0.667358041
2.77139E−09
9.49166E−08
0.397606383
2.488774776


2
EGLN1
5.960404396
0.682305694
2.81177E−09
9.61756E−08
0.359707447
2.385695457


2
OTOA
5.957276344
1.392138004
2.91492E−09
9.94479E−08
0.089095745
2.161202192


2
VCL
5.946313381
0.678719401
3.06172E−09
1.04189E−07
0.369680851
2.47167325


2
REV3L
5.944608212
0.564657569
3.08985E−09
1.04856E−07
0.59375
2.665827513


2
STAG3
5.942227364
0.863872409
3.15011E−09
 1.0665E−07
0.207446809
2.265917063


2
SRL
5.939573288
0.739136755
3.19183E−09
1.07925E−07
0.294547872
2.354399681


2
TBC1D4
5.926537037
0.792892277
3.45782E−09
1.16327E−07
0.248670213
2.320417643


2
AC097662.2
5.875979424
1.056208014
4.70075E−09
1.54619E−07
0.140957447
2.221962452


2
FGF13
5.849714279
0.723235667
5.46742E−09
1.78292E−07
0.309840426
2.524003267


2
PGM2
5.827294827
1.274441242
6.31175E−09
2.04321E−07
0.099734043
2.095081806


2
DYSF
5.80066061
0.964402974
7.33624E−09
2.35287E−07
0.161569149
2.199360847


2
PPFIBP2
5.785217285
1.210274935
8.08065E−09
2.57815E−07
0.105718085
2.120364428


2
TTTY14
5.7664361
0.809435129
8.95262E−09
 2.8461E−07
0.231382979
2.485110044


2
PARVB
5.763261795
0.753966093
9.10975E−09
2.89259E−07
0.259308511
2.319234133


2
ZNF350-AS1
5.757673264
1.114758849
9.47817E−09
2.99882E−07
0.121675532
2.193636894


2
RP11-23N2.4
5.753952503
1.040232778
9.67165E−09
3.05277E−07
0.134973404
2.152262449


2
MTFR1
5.748864174
0.655172706
9.89632E−09
3.11629E−07
0.35837766
2.380037069


2
SLC8B1
5.739226818
0.856653571
1.05012E−08
3.29504E−07
0.199468085
2.270848036


2
OIP5
5.73619175
0.879495442
1.06924E−08
3.34321E−07
0.186835106
2.26888442


2
MAP3K19
5.719334602
0.948348999
 1.1818E−08
3.67355E−07
0.160904255
2.288817167


2
MAP4K1
5.686931133
0.710603178
1.42011E−08
4.35321E−07
0.29587766
2.410723686


2
MYOM1
5.669675827
0.610397696
1.56639E−08
4.77407E−07
0.519946809
2.898183346


2
LRRC39
5.654405594
0.811781704
1.71657E−08
5.20792E−07
0.212765957
2.287535429


2
RP11-382A20.3
5.653769016
0.938583553
1.72848E−08
5.23208E−07
0.160904255
2.460542917


2
ATG14
5.649010658
0.656497955
1.76644E−08
5.32276E−07
0.352393617
2.461256027


2
PFKFB2
5.621373653
0.9212569
2.07826E−08
6.21303E−07
0.162234043
2.173455954


2
ADGRA3
5.613108158
0.903705001
 2.1787E−08
 6.506E−07
0.167553191
2.158976316


2
COBL
5.601424694
0.819148958
2.32658E−08
6.92016E−07
0.204787234
2.338227034


2
FSD2
5.594927788
0.762256205
2.41159E−08
7.13729E−07
0.244015957
2.441618681


2
ACYP2
5.581379414
0.558083236
2.59908E−08
7.64959E−07
0.511968085
2.580866098


2
EGF
5.581150532
0.78766185
2.60889E−08
7.66799E−07
0.22606383
2.360974312


2
MBP
5.553784847
0.893547058
3.05331E−08
8.92715E−07
0.170212766
2.262450218


2
RP11-145A3.1
5.524035931
0.824083567
3.60749E−08
1.04668E−06
0.199468085
2.354933023


2
CDR2
5.514461994
0.727995872
3.80346E−08
1.09874E−06
0.252659574
2.346160412


2
PHF20
5.492816448
0.602127314
4.28817E−08
1.22282E−06
0.399601064
2.430570126


2
BCL6
5.490375519
0.492126763
4.34693E−08
1.23825E−06
0.751329787
3.059695959


2
GTF2IRD1
5.487867832
0.596718013
4.40811E−08
1.25433E−06
0.422207447
2.535461187


2
C10orf71
5.486516953
0.749490798
4.44894E−08
1.26459E−06
0.238031915
2.301535368


2
TPD52L1
5.475030899
0.60684067
 4.736E−08
1.34475E−06
0.414893617
2.559541941


2
PPP3CB
5.473104954
0.675850034
4.79563E−08
1.35733E−06
0.299202128
2.538953066


2
COLQ
5.468707561
1.216439962
4.95959E−08
 1.4002E−06
0.092420213
2.270092487


2
SPG11
5.466549873
0.617772222
4.96817E−08
 1.4002E−06
0.366356383
2.411705494


2
RP11-21A7A.2
5.447811604
0.787402928
5.52587E−08
1.54428E−06
0.209441489
2.287673235


2
TMEM161B-AS1
5.43091774
0.646918237
6.05872E−08
1.67907E−06
0.32912234
2.439799786


2
RP11-118M9.3
5.422039509
0.718441963
6.37151E−08
1.75659E−06
0.254654255
2.379956245


2
MYH14
5.407691956
0.857244253
6.91151E−08
1.88978E−06
0.17087766
2.243025303


2
AVIL
5.393999577
0.770653486
 7.4437E−08
2.03112E−06
0.210771277
2.233373404


2
ERMP1
5.377088547
0.624706566
8.15449E−08
2.21145E−06
0.357712766
2.470643997


2
MYF6
5.370432377
0.771897435
8.46606E−08
 2.2936E−06
0.217420213
2.241729498


2
EPB41L5
5.367351532
0.643374443
8.60772E−08
2.32724E−06
0.310505319
2.344174385


2
DIAPH1
5.356560707
0.658435285
9.13237E−08
2.44915E−06
0.29587766
2.31312418


2
RB1CC1
5.338965416
0.630823076
1.00528E−07
2.67978E−06
0.320478723
2.299019337


2
CPEB3
5.335753918
0.712529361
1.02423E−07
2.72483E−06
0.244015957
2.32701683


2
SLC16A1-AS1
5.320877552
0.739677608
1.11104E−07
2.94399E−06
0.224069149
2.32413435


2
XIRP2
5.297699928
0.885619402
1.26183E−07
 3.3138E−06
0.158909574
2.304145575


2
CUTC
5.296145916
0.683580697
1.26971E−07
3.33119E−06
0.261303191
2.24063468


2
LINC00693
5.29613018
1.074190617
1.27683E−07
3.34658E−06
0.109042553
2.297201395


2
DPF3
5.288731098
0.629940391
1.32119E−07
3.45604E−06
0.32712766
2.466894865


2
SIL1
5.284527302
0.565946341
1.35089E−07
3.53024E−06
0.419547872
2.44504714


2
RP11-434D9.1
5.27664423
0.579019785
1.40944E−07
3.67603E−06
0.621010638
3.249646664


2
CTC-431G16.2
5.273184776
0.660621464
1.43705E−07
3.73338E−06
0.292553191
2.362579823


2
KIAA1217
5.273075581
0.50251925
 1.4366E−07
3.73338E−06
0.666888298
3.040780067


2
FAM222B
5.270100117
0.699471056
1.46239E−07
3.79549E−06
0.248005319
2.345353842


2
WIPF3
5.248694897
0.922923386
1.64599E−07
4.25125E−06
0.138962766
2.200718641


2
ADCK3
5.245719433
0.638436437
1.66614E−07
4.29078E−06
0.299202128
2.286367178


2
PARK2
5.230483532
0.522558272
1.80688E−07
4.63976E−06
0.506648936
2.570507526


2
CECR2
5.230251789
0.639021277
1.81084E−07
4.64544E−06
0.299202128
2.359642506


2
RP4-651E10.4
5.221274376
1.035326481
1.90936E−07
4.88402E−06
0.111702128
2.157044649


2
IP6K3
5.217689991
0.682236016
1.93725E−07
4.94584E−06
0.255984043
2.307218075


2
MRVI1-AS1
5.215574265
1.191663504
1.97327E−07
5.03299E−06
0.087101064
2.151721001


2
SESN1
5.206480503
0.505252779
2.05417E−07
5.22927E−06
0.595744681
2.732893705


2
SLC22A4
5.200951576
0.65760237
2.11794E−07
5.38131E−06
0.283244681
2.388278961


2
NT5C2
5.200555801
0.604123592
2.12137E−07
5.38487E−06
0.33643617
2.332500696


2
FOXP2
5.199259758
0.61342144
 2.1359E−07
5.41659E−06
0.329787234
2.358930111


2
RC3H1
5.178891182
0.594044328
2.38085E−07
6.01483E−06
0.352393617
2.440408468


2
ANK1
5.165530205
0.748299301
2.55942E−07
6.44144E−06
0.20412234
2.292758942


2
RP11-298J20.3
5.164250851
0.824507475
2.57795E−07
6.47582E−06
0.168218085
2.201919556


2
DBR1
5.15776062
2.104744196
2.71974E−07
6.78073E−06
0.037898936
1.943034887


2
RP11-138A9.2
5.157030582
0.599418938
2.67394E−07
6.68534E−06
0.340425532
2.424469709


2
PHTF2
5.148463726
0.654963195
2.79892E−07
6.96506E−06
0.274601064
2.364459515


2
PTPRQ
5.132305622
1.003187299
3.05877E−07
7.56143E−06
0.114361702
2.144971609


2
CTD-3131K8.2
5.131914616
0.930362582
3.06317E−07
7.56143E−06
0.130319149
2.194966078


2
TMEM38A
5.131445408
0.719143689
3.06418E−07
7.56143E−06
0.21875
2.345672369


2
UBE2H
5.129792213
0.582150757
3.08697E−07
7.60355E−06
0.355718085
2.408732414


2
SYNJ2
5.128334522
0.817882717
3.11759E−07
7.67188E−06
0.167553191
2.286309242


2
LINC00582
5.116597652
1.164651275
3.32989E−07
8.15654E−06
0.087765957
2.158380508


2
ENKUR
5.108791828
2.01131916
3.52156E−07
8.57075E−06
0.039228723
2.125641108


2
PRKAR1A
5.099963665
0.616424978
 3.611E−07
8.77235E−06
0.302526596
2.314544439


2
CASZ1
5.079336643
0.870612562
 4.0321E−07
9.72585E−06
0.144946809
2.187793016


2
TMEM164
5.075168133
0.780917168
4.11748E−07
9.91216E−06
0.181515957
2.260685444


2
RP11-350J20.5
5.071537018
1.056420088
 4.2102E−07
1.01262E−05
0.101728723
2.205650568


2
MTERF4
5.06229496
0.655807614
4.39743E−07
 1.0567E−05
0.267952128
2.427189589


2
SACS
5.056888103
0.929823041
4.53472E−07
1.08772E−05
0.127659574
2.19052124


2
DST
5.050804138
0.549804151
4.66428E−07
1.11779E−05
0.390957447
2.42303586


2
UACA
5.046833992
0.577182829
4.76143E−07
1.13901E−05
0.35106383
2.37626195


2
TSNAX-DISC1
5.042760849
0.957462728
4.88095E−07
1.16446E−05
0.119015957
2.143039227


2
SH3GL2
5.01850605
1.105840445
5.54292E−07
 1.3083E−05
0.092420213
2.117537022


2
MITF
5.013531208
0.597330034
5.65661E−07
 1.3304E−05
0.323803191
2.381858587


2
C14orf159
5.007967472
0.695729315
5.82731E−07
1.36813E−05
0.221409574
2.293696165


2
ABCC9
4.973855972
0.68419224
6.94246E−07
1.62135E−05
0.227393617
2.326007605


2
ARL5A
4.956633091
0.633221328
7.57881E−07
1.75914E−05
0.26462766
2.336920261


2
VPS8
4.937561512
0.622744918
8.34941E−07
1.93126E−05
0.273271277
2.291983604


2
TMPRSS12
4.93625927
1.126060367
8.44626E−07
1.95197E−05
0.085771277
2.159466982


2
BTBD16
4.930104256
1.456743836
8.75716E−07
2.01855E−05
0.056515957
2.031391144


2
RILPL1
4.927861214
0.708530009
8.77843E−07
 2.0217E−05
0.20412234
2.263209105


2
RP4-533D7.4
4.907061577
1.00498426
9.78076E−07
2.24282E−05
0.103058511
2.196311235


2
TMOD1
4.884963036
0.754479051
1.09071E−06
2.47548E−05
0.175531915
2.249754429


2
ANKRD27
4.8840518
0.823582768
1.09595E−06
2.48525E−05
0.14893617
2.12394619


2
MPRIP
4.883097649
0.615235269
1.09992E−06
  2.49E−05
0.275265957
2.368479013


2
IQGAP1
4.880649567
0.55669266
1.11307E−06
2.51548E−05
0.345079787
2.374480963


2
USP32
4.872591019
0.565538287
1.15904E−06
2.60386E−05
0.333776596
2.352502823


2
RP11-260M19.2
4.867860794
1.58446908
1.19977E−06
2.68856E−05
0.049202128
2.034079552


2
RP11-729I10.2
4.866627693
0.983352423
1.19918E−06
2.68856E−05
0.105053191
2.193486452


2
ANO6
4.864615917
0.556917489
1.20638E−06
 2.7011E−05
0.345744681
2.398641586


2
CTD-2140G10.2
4.852966309
1.120700598
1.28599E−06
2.85768E−05
0.083111702
2.172316074


2
RASGRP3
4.852455616
0.764729381
1.28417E−06
2.85602E−05
0.170212766
2.28524065


2
SLC3A1
4.851642609
0.78728497
1.28971E−06
2.86355E−05
0.158909574
2.282723188


2
USP2
4.849550724
0.753689349
1.30298E−06
2.89059E−05
0.173537234
2.274746418


2
LDB3
4.84837532
0.587759495
1.30875E−06
2.89985E−05
0.32912234
2.63176775


2
SLC36A1
4.834427834
1.128569365
1.40966E−06
3.10394E−05
0.082446809
2.047160864


2
CTB-171A8.1
4.820930958
0.87725246
1.50457E−06
3.30198E−05
0.126994681
2.254664183


2
SCN1B
4.81251812
0.885222971
1.56864E−06
3.43408E−05
0.125664894
2.219386578


2
KLHL30
4.798117638
0.880001962
1.68433E−06
3.65126E−05
0.125664894
2.154909849


2
RPS6KA5
4.793485165
0.647472978
1.72035E−06
3.72326E−05
0.236702128
2.319955111


2
SDC4
4.783734798
0.795189261
1.80732E−06
3.88932E−05
0.152260638
2.19537425


2
ANKUB1
4.781887531
0.551164448
1.82068E−06
3.91174E−05
0.347739362
2.403421879


2
OGDH
4.781089783
0.641642928
 1.8292E−06
3.92687E−05
0.236702128
2.29778862


2
INADL
4.777573109
0.524470687
1.85976E−06
3.98926E−05
0.390292553
2.407418489


2
TP53TG5
4.774615288
1.11797905
1.89567E−06
4.05972E−05
0.081781915
2.133109331


2
SNX1
4.770822525
0.492551476
1.92223E−06
 4.1133E−05
0.494680851
2.518059015


2
RP11-138H8.2
4.766160965
0.735396028
1.96981E−06
4.21171E−05
0.176196809
2.213383198


2
FXR1
4.765375137
0.613034606
1.97598E−06
4.22151E−05
0.25731383
2.238066435


2
MNAT1
4.75870657
0.52800554
2.04073E−06
4.34936E−05
0.375
2.366028309


2
MYB
4.749276161
1.257892728
2.15006E−06
4.57137E−05
0.066489362
2.097510099


2
GPRC5B
4.746612549
0.963026881
 2.173E−06
4.61592E−05
0.104388298
2.160535097


2
RTN3
4.746134281
0.751122415
2.17449E−06
4.61592E−05
0.166888298
2.227902889


2
TM4SF1-AS1
4.744234562
0.730098248
2.19384E−06
4.65329E−05
0.178191489
2.253133059


2
SPON1
4.743897915
0.85684371
2.20054E−06
4.65931E−05
0.127659574
2.236042023


2
P4HA3
4.741056919
0.594101727
2.22619E−06
4.70688E−05
0.280585106
2.317356348


2
ABCC4
4.738475323
0.728698015
2.25724E−06
4.76117E−05
0.179521277
2.336945295


2
DYX1C1
4.73783493
0.946880579
2.26784E−06
4.77973E−05
0.107047872
2.136003017


2
TNIK
4.735300541
0.625830412
2.29048E−06
4.82361E−05
0.25
2.328287125


2
DGKG
4.724738121
0.562551737
2.41066E−06
5.06467E−05
0.313829787
2.294270277


2
TMEM120B
4.722914696
0.895998359
2.43902E−06
5.11616E−05
0.117021277
2.199280262


2
PPP1R27
4.721467018
0.543841958
2.44904E−06
5.12909E−05
0.390292553
2.621815443


2
CEP128
4.703604698
0.602775395
2.67222E−06
5.56354E−05
0.315824468
2.793091297


2
RP11-354H21.1
4.693300247
1.732629061
2.84217E−06
5.86918E−05
0.040558511
2.084527254


2
ATP8A1
4.687127113
0.793894708
2.89989E−06
5.97446E−05
0.144946809
2.245044708


2
BIRC6-AS2
4.668933392
0.480584174
3.16062E−06
6.45656E−05
0.449468085
2.430125237


2
CMSS1
4.663343906
0.530028164
3.24813E−06
6.63022E−05
0.357047872
2.448280096


2
RRAD
4.660116196
0.923890114
3.30937E−06
6.74488E−05
0.10837766
2.311000824


2
C8orf22
4.656207561
0.649439514
3.36205E−06
6.84175E−05
0.230718085
2.309743881


2
NAA15
4.651958466
0.588736653
3.43212E−06
6.97365E−05
0.267287234
2.266418934


2
PPP1R36
4.635500431
1.348193884
3.73693E−06
7.51828E−05
0.057180851
2.069847822


2
PFKP
4.625936508
0.986344278
3.89935E−06
7.80957E−05
0.09375
2.086039543


2
CTD-2184D3.5
4.619717121
1.075563669
4.01971E−06
8.01439E−05
0.081781915
2.120187283


2
GMPR
4.598613739
0.670039475
4.43339E−06
8.77336E−05
0.196808511
2.228472471


2
IQCK
4.585191727
0.722120583
4.72641E−06
9.30473E−05
0.168882979
2.213634729


2
HOMER2
4.585120201
0.613738537
4.72582E−06
9.30473E−05
0.242021277
2.358766556


2
PFKFB3
4.579854012
0.717941284
4.84716E−06
9.51425E−05
0.17087766
2.175011396


2
SLC6A6
4.577888489
0.873275816
4.89896E−06
9.59467E−05
0.115026596
2.135892153


2
STAC3
4.577314377
0.582029879
4.90334E−06
9.59618E−05
0.268617021
2.298371315


2
RP11-665C16.5
4.572444439
0.60165751
5.01824E−06
 9.7994E−05
0.250664894
2.321034431


2
AC074363.1
4.571641445
1.036847115
5.05382E−06
9.85818E−05
0.085771277
2.321335316


2
IDNK
4.568157196
0.622147262
5.12234E−06
9.97336E−05
0.232712766
2.390820265


2
ADORA2B
4.567165375
1.560429215
5.18681E−06
0.000100841
0.043882979
2.070227385


2
KIAA0895
4.560043335
1.182671905
 5.3474E−06
0.00010366 
0.066489362
2.1240201


2
THUMPD3-AS1
4.559513092
0.491155356
5.33259E−06
0.000103448
0.406914894
2.423635483


2
RNF34
4.537159443
0.770193219
5.93488E−06
0.000113968
0.142952128
2.201545


2
RAB30
4.536147594
0.616078615
 5.958E−06
0.000114329
0.229388298
2.303420067


2
VPS13D
4.527026176
0.481384724
6.21533E−06
0.000118753
0.414228723
2.423736334


2
RP11-144G7.2
4.523743629
0.921170712
6.32872E−06
0.000120572
0.10106383
2.179962635


2
CH17-189H20.1
4.496156216
0.452778995
7.18132E−06
0.000135456
0.493351064
2.526069164


2
GOLGA4
4.489851475
0.469936162
7.39645E−06
0.000139218
0.431515957
2.444284678


2
ORC3
4.482268333
0.787237406
7.67565E−06
0.000143963
0.134308511
2.282672405


2
ERBB4
4.480938911
0.62313056
 7.7155E−06
0.000144507
0.220079787
2.385863304


2
MLIP-AS1
4.477098465
0.587527156
 7.8522E−06
0.000146654
0.248670213
2.306270599


2
MYOM3
4.474375725
0.523002207
7.95028E−06
0.000148381
0.35106383
2.632186174


2
PRKCA
4.474197865
0.631493866
 7.961E−06
0.000148477
0.214760638
2.301572323


2
HOOK2
4.46565485
0.565872669
8.28049E−06
0.000154086
0.26662234
2.291747332


2
SYTL3
4.465564728
0.782032728
8.29808E−06
0.000154222
0.13962766
2.33409977


2
NKAIN2
4.465538502
0.601636946
8.28494E−06
0.000154086
0.241356383
2.347784519


2
HSPB8
4.446873665
0.686398268
9.03745E−06
0.000166798
0.174867021
2.229338169


2
STRIP2
4.446280956
0.951028824
9.08061E−06
0.000167478
0.091755319
2.202143431


2
RP5-864K19.4
4.440191746
0.73697716
 9.3263E−06
0.000171533
0.149601064
2.252022505


2
PGM1
4.43453455
0.566936493
9.56262E−06
0.000175515
0.267287234
2.377950907


2
ITGAD
4.431231976
0.681656599
9.71462E−06
0.000177936
0.175531915
2.267474174


2
RP11-15B24.5
4.427709103
0.849969447
9.88271E−06
0.000180517
0.113696809
2.18799758


2
OSBPL1A
4.422278881
0.67339623
1.01228E−05
0.000184777
0.182845745
2.357862234


2
VLDLR
4.419256687
0.973080099
1.02812E−05
0.000187281
0.087765957
2.086609602


2
NRDC
4.399225712
0.439257383
 1.1242E−05
0.000203251
0.491356383
2.472644806


2
ZC2HC1C
4.395110607
0.77747792
1.14729E−05
0.000207144
0.130984043
2.182518721


2
FBXO34
4.383724689
0.549224675
1.20723E−05
0.000216787
0.27393617
2.355151415


2
RP13-650J16.1
4.381530762
1.104339838
1.22342E−05
0.000219398
0.069148936
2.066474676


2
ALDH1L1-AS2
4.379236221
1.472185373
1.24005E−05
0.000222231
0.043882979
2.003632307


2
LINC01504
4.375055313
1.127648711
1.26056E−05
0.000225148
0.067154255
2.151011229


2
UBAP1
4.373998165
0.562529564
 1.2619E−05
0.000225235
0.256648936
2.258039713


2
LINC00222
4.365097046
1.07862246
1.31889E−05
0.000234619
0.071143617
2.260021448


2
RHBDL2
4.358455658
0.829985797
1.35629E−05
0.000240789
0.114361702
2.194095373


2
PHKA1-AS1
4.348987103
1.088021278
 1.4188E−05
0.0002508 
0.070478723
2.233006477


2
LUCAT1
4.336723328
0.982026279
1.49816E−05
0.000263512
0.083111702
2.233794689


2
RCAN2
4.334794521
0.664322972
1.50786E−05
0.000264691
0.179521277
2.170863628


2
RP11-131H24.4
4.331271172
0.749518156
1.53291E−05
0.000268735
0.136968085
2.128373146


2
ZRANB3
4.326035023
0.537874401
1.56821E−05
0.00027438 
0.278590426
2.316257954


2
ERBB2IP
4.323107243
0.56600076
1.58919E−05
0.000277685
0.244680851
2.247745275


2
RP11-305L7.6
4.319890499
1.06070292
1.61665E−05
0.000282298
0.072473404
2.033295155


2
ZMYND8
4.314872742
0.567513168
 1.6495E−05
0.000287279
0.250664894
2.449961662


2
GATAD2B
4.30777216
0.522739708
1.70245E−05
0.000295918
0.296542553
2.3401618


2
CAPN9
4.306293964
0.660175383
1.71493E−05
0.000297893
0.178191489
2.401913166


2
AJ006998.2
4.305747032
1.052289486
1.72372E−05
0.000299225
0.073803191
2.346470833


2
NPIPB4
4.302113533
0.749290645
 1.7479E−05
0.000302828
0.133643617
2.146938324


2
STARD7
4.291378975
0.797507167
1.83496E−05
0.000316468
0.118351064
2.167705536


2
REC114
4.288559437
0.85603857
1.85887E−05
0.000320383
0.103058511
2.240886211


2
C14orf39
4.287269592
1.052510977
 1.8723E−05
0.000322489
0.071808511
2.180736303


2
KIAA0368
4.281984329
0.480920136
1.91076E−05
0.000328324
0.354388298
2.378825188


2
HK1
4.2762146
0.702165425
1.96233E−05
0.000336687
0.151595745
2.191217422


2
CEP85L
4.273221493
0.497058362
1.98692E−05
0.000340247
0.332446809
2.361467838


2
YBX3
4.270694733
0.405695707
2.00905E−05
0.000343594
0.569148936
2.568391323


2
CTA-125H2.1
4.266901493
0.614403784
2.04457E−05
0.00034922 
0.202792553
2.338463068


2
KLF6
4.256903648
0.560994327
2.13717E−05
0.000363867
0.253324468
2.430104733


2
AC026202.3
4.256497383
0.519266248
2.14065E−05
0.000364225
0.29587766
2.342800617


2
AC011997.1
4.253777504
0.808385074
 2.1695E−05
0.000368427
0.114361702
2.162931204


2
MLXIP
4.248038769
0.524927795
2.22274E−05
0.000376506
0.281914894
2.317705631


2
LSMEM1
4.218584538
1.854095578
2.55376E−05
0.000426595
0.029920213
2.001717091


2
PDZD2
4.217823982
0.43574217
2.53966E−05
0.000424506
0.463430851
2.505816698


2
RP11-227G15.12
4.214144707
0.59601438
2.58261E−05
0.000430333
0.207446809
2.269631863


2
RP11-689B22.2
4.209193707
0.939230561
2.64431E−05
0.000439786
0.083776596
2.206763744


2
SPAG16
4.200991154
0.6940431
2.73778E−05
0.000454194
0.148271277
2.218439817


2
RP4-633O19_A.1
4.189761162
1.139780641
2.88247E−05
0.000474938
0.060505319
2.104829073


2
NXN
4.189540386
0.540700555
 2.8766E−05
0.000474264
0.256648936
2.301388741


2
RP11-545I5.3
4.186182976
0.637062132
2.92028E−05
0.000480571
0.176861702
2.229890585


2
MEF2C
4.186130524
0.495769769
2.91934E−05
0.000480571
0.330452128
2.458991766


2
SLC16A4
4.184505463
0.670722425
2.94304E−05
0.000483717
0.15625
2.28637743


2
ARPP19
4.176621437
0.523282349
3.04374E−05
0.000497194
0.269281915
2.274440527


2
CTB-12O2.1
4.174676895
1.200746894
3.08217E−05
0.000502236
0.053856383
2.13265729


2
SF3A3
4.172715664
0.508602679
 3.0962E−05
0.000503905
0.310505319
2.599680901


2
ATP6V0A1
4.165957928
0.642266214
3.19044E−05
0.000518291
0.17087766
2.237739325


2
PVT1
4.158743382
0.724934101
3.29325E−05
0.000534339
0.133643617
2.214698553


2
SLC13A4
4.153281689
0.86888504
3.37505E−05
0.000546276
0.09375
2.245031357


2
EXOC6
4.148400784
0.568780601
3.44211E−05
0.000556454
0.224069149
2.274961233


2
ACSL1
4.143949032
0.440184027
3.50807E−05
0.000566084
0.438829787
2.514695406


2
STAB2
4.143496037
1.086315513
3.52425E−05
0.00056835 
0.064494681
2.115110397


2
METTL7A
4.132599831
0.495501339
3.68605E−05
0.000591215
0.304521277
2.415786982


2
RALGAPA2
4.123486996
0.460755497
 3.8331E−05
0.000611845
0.379654255
2.445731401


2
ATPIF1
4.119070053
0.739237964
 3.9107E−05
0.000622363
0.126329787
2.202701569


2
TTLL11
4.117594242
0.730986893
3.93514E−05
0.000625422
0.129654255
2.123131275


2
CLIP1-AS1
4.11471653
1.227391601
 3.9969E−05
0.000634562
0.051196809
2.187669516


2
MURC
4.105834484
0.83299017
 4.143E−05
0.000654629
0.10106383
2.255572557


2
RP6-1O2.1
4.104628086
1.470376134
4.18025E−05
0.000658947
0.039228723
2.071115017


2
CCPG1
4.100729465
0.52327919
 4.2289E−05
0.00066622 
0.258643617
2.261872292


2
FAT2
4.100393295
1.447552443
4.25727E−05
0.000670293
0.039893617
2.109092712


2
AC107218.3
4.096785069
1.096533298
4.31385E−05
0.0006788 
0.061170213
2.208104372


2
ARG2
4.094244003
0.648625016
4.35015E−05
0.000683702
0.16356383
2.315607071







Cluster 6 Myocyte














6
MB
39.83720016
5.848474026
 1.2397E−170
 3.2947E−166
0.984076433
4.411431313


6
DES
31.15672684
5.003727436
 2.1267E−129
 2.8261E−125
0.955414013
3.765634775


6
CKM
29.53772354
4.672203541
 2.1414E−119
 1.8971E−115
0.974522293
4.3091712


6
ACTA1
29.14618683
4.024085999
  8.406E−113
 4.4681E−109
1
5.088143826


6
TNNC1
28.60730362
5.138083935
 7.7053E−115
 5.1196E−111
0.926751592
4.129738808


6
CA3
27.4859581
5.02908802
 1.9241E−108
  8.523E−105
0.914012739
3.980746031


6
MT-CO1
27.27422333
4.710987568
 5.2039E−105
 1.9758E−101
0.987261146
4.879753113


6
TNNI1
26.72697639
5.429759979
 3.511E−99
 9.3312E−96
0.853503185
3.790502548


6
TPM2
26.55555153
4.384262085
 1.6788E−104
 5.5772E−101
0.952229299
3.758645535


6
TCAP
26.47858047
5.084837437
 4.2077E−101
1.24252E−97
0.894904459
3.756009579


6
MYH7
25.85125732
7.007844448
1.67015E−84
2.77423E−81
0.77388535
3.769806862


6
MT-CO2
25.1748867
4.556524277
 6.5541E−96
1.58353E−92
0.958598726
4.256231785


6
MT-CO3
24.95495605
4.409442425
3.64701E−92
6.92333E−89
0.977707006
4.588115215


6
TNNT1
24.9418335
4.417129993
7.20971E−96
1.59677E−92
0.933121019
4.080062389


6
GAPDH
24.46217918
4.216169357
3.29014E−93
6.72632E−90
0.926751592
3.574132204


6
MYL2
24.11854362
4.330255508
2.25125E−91
3.98877E−88
0.939490446
4.47373867


6
COX6A2
22.86060524
4.700991154
2.82024E−80
3.74767E−77
0.799363057
3.077271223


6
ALDOA
22.70361328
4.363072395
5.41699E−82
7.99818E−79
0.856687898
3.373957396


6
CRYAB
22.68585205
4.492691517
3.99141E−81
5.58315E−78
0.834394904
3.226887941


6
RPLP1
22.51683044
3.852472305
1.70187E−82
2.66062E−79
0.926751592
3.499361277


6
MT-ATP6
21.86286354
3.989280224
1.74332E−78
2.20629E−75
0.933121019
3.65584898


6
NDUFA4
21.60279083
5.162376404
1.30485E−70
1.50779E−67
0.72611465
2.915601969


6
MT-ND1
20.70478249
3.792089939
2.98556E−72
3.60669E−69
0.936305732
3.603648901


6
MT-ND4
20.39348793
3.850634813
2.84541E−70
3.15093E−67
0.945859873
3.806608915


6
MYL1
20.31270027
4.083716869
2.10591E−69
2.23875E−66
0.828025478
3.279913425


6
MT-CYB
20.11243057
3.805832624
4.45589E−69
4.55478E−66
0.929936306
3.698783398


6
MYL3
19.7162571
4.685050488
5.10826E−63
4.68145E−60
0.710191083
3.224459171


6
TPT1
19.47873878
3.606040239
2.52927E−66
2.48964E−63
0.882165605
3.481626749


6
FHL1
19.27162933
3.673398495
 4.1344E−65
3.92429E−62
0.840764331
3.296726942


6
HSPB1
19.11385345
4.146230221
5.12594E−62
4.54107E−59
0.751592357
3.076497316


6
SLN
18.02791214
4.734770298
3.51884E−54
2.92251E−51
0.633757962
2.711476326


6
ENO3
17.28436279
3.932779074
6.90429E−53
5.56046E−50
0.703821656
2.854046345


6
FABP3
16.8943119
4.367267609
 1.4498E−49
1.04138E−46
0.624203822
2.826528549


6
SLC25A4
16.89264107
4.088418007
2.49601E−50
1.89533E−47
0.646496815
2.824111462


6
S100A1
16.88267136
4.756689548
1.08777E−48
7.41276E−46
0.595541401
2.731713057


6
RP11-451G4.2
16.81672668
3.551796198
1.27232E−51
9.94543E−49
0.742038217
3.018927574


6
PYGM
16.47625923
4.334189892
1.03667E−47
 6.7199E−45
0.608280255
2.596897602


6
MYL12A
16.43404007
3.706966639
4.40405E−49
3.08017E−46
0.681528662
2.786414385


6
TPM3
16.21154213
3.16280055
1.36886E−49
1.01056E−46
0.856687898
3.567439079


6
CHCHD10
15.97803783
3.826856852
1.91274E−46
1.21035E−43
0.636942675
2.712611675


6
MT-ND3
15.97677422
3.226217747
2.38101E−48
1.58201E−45
0.885350318
3.763057232


6
COX7C
15.90766048
3.768694639
2.91797E−46
1.76252E−43
0.649681529
2.743373871


6
COX7A1
15.87713814
3.994883537
1.48311E−45
8.56881E−43
0.621019108
2.616437197


6
KLHL41
15.71121883
3.576519251
 1.0789E−45
 6.372E−43
0.665605096
2.648685455


6
MT2A
15.58382702
3.02646184
2.35162E−46
1.45347E−43
0.891719745
3.63922286


6
COX5B
15.44740486
4.11659956
2.89092E−43
1.63472E−40
0.579617834
2.63394928


6
COX7B
15.35348797
4.487487793
 3.3094E−42
1.79498E−39
0.547770701
2.571705818


6
TNNC2
15.0782671
3.78750515
1.64401E−42
9.10265E−40
0.700636943
3.533701897


6
COX6C
14.69732475
4.373735905
1.64266E−39
8.73139E−37
0.525477707
2.567189217


6
MYLPF
14.09986305
3.802051544
8.99079E−38
4.68526E−35
0.630573248
3.323938131


6
COX4I1
13.76220512
3.625170708
2.48114E−36
1.22113E−33
0.550955414
2.655890465


6
ATP5B
13.66136837
4.523721218
6.59897E−35
 3.1318E−32
0.477707006
2.420374393


6
CHCHD3
13.55173779
2.656811237
8.72811E−37
 4.4609E−34
0.757961783
2.837158442


6
FTH1
13.47929573
2.740170479
1.55171E−36
7.78109E−34
0.799363057
3.025433302


6
FLNC
13.35715103
4.380737782
9.44634E−34
4.25518E−31
0.464968153
2.578216076


6
UQCRB
13.3328104
3.403590679
9.31666E−35
4.34401E−32
0.563694268
2.615803003


6
UBC
13.06747532
2.517292261
1.11668E−34
5.11691E−32
0.818471338
3.144286394


6
UQCRQ
13.04396248
4.469062805
2.06509E−32
8.31576E−30
0.449044586
2.593964338


6
RPS2
12.87554455
2.781955004
9.68323E−34
4.28919E−31
0.719745223
2.864788532


6
ATP5J
12.83750629
4.018354416
6.44649E−32
2.51953E−29
0.468152866
2.387762785


6
MYOZ1
12.81481266
3.199861288
1.07257E−32
4.45399E−30
0.566878981
2.671786785


6
COX5A
12.77282906
4.068025112
1.30206E−31
4.94357E−29
0.461783439
2.472778082


6
EIF1
12.76993656
2.644769669
2.73315E−33
 1.1908E−30
0.732484076
2.870877028


6
CFL2
12.7433939
3.713093281
8.26692E−32
 3.1842E−29
0.493630573
2.525295734


6
RPL13
12.69760895
2.620246887
5.04241E−33
2.12718E−30
0.767515924
2.98561573


6
RPL32
12.67377949
2.868290424
 1.2162E−32
4.97278E−30
0.656050955
2.877779484


6
MT-ND2
12.52504635
2.765968323
2.95939E−32
1.17391E−29
0.834394904
3.603889704


6
ATP5D
12.52048874
3.574436426
5.38341E−31
2.01514E−28
0.493630573
2.519610405


6
TPI1
12.45579529
4.165575981
2.98583E−30
1.05806E−27
0.445859873
2.367846489


6
UBB
12.39153671
3.875851393
3.24145E−30
1.13353E−27
0.458598726
2.401021957


6
NDUFB10
12.16600037
3.846777439
2.51255E−29
8.14341E−27
0.445859873
2.382272243


6
PGAM2
12.15643215
4.237393856
4.73619E−29
 1.5079E−26
0.423566879
2.435847282


6
TTN
12.12346077
2.234381199
2.47687E−30
8.89564E−28
0.929936306
4.171300411


6
RPS23
12.07213497
2.718776464
3.95571E−30
1.36534E−27
0.662420382
2.822665453


6
RPS15
12.07129097
2.751295567
4.21056E−30
1.43467E−27
0.640127389
2.770020485


6
ECH1
12.02353668
4.55356884
2.30454E−28
6.80531E−26
0.407643312
2.243359327


6
RPL8
12.00917149
2.853495598
1.10489E−29
3.67059E−27
0.598726115
2.687901735


6
UQCR10
11.99741936
3.72506547
9.51083E−29
2.97376E−26
0.445859873
2.398475647


6
ATP5G3
11.9689045
3.703487635
 1.178E−28
 3.5986E−26
0.452229299
2.328253984


6
RPS25
11.94757271
2.598839998
1.24516E−29
 4.0855E−27
0.671974522
2.802983046


6
LINC01405
11.86253738
3.920574665
4.54316E−28
1.32685E−25
0.433121019
2.535659075


6
CALM1
11.83694935
3.278623819
2.05141E−28
6.12589E−26
0.49044586
2.499519587


6
RPL10
11.77864933
2.420463324
4.76591E−29
 1.5079E−26
0.75477707
2.998620272


6
RPL13A
11.71607018
2.570213079
1.01717E−28
3.14341E−26
0.691082803
2.941674948


6
RPL7
11.69745445
2.704030991
1.68955E−28
5.10262E−26
0.617834395
2.721329451


6
COX6B1
11.43009663
3.465876102
1.18582E−26
3.24902E−24
0.449044586
2.403296709


6
RPL19
11.42047691
2.616695404
2.29327E−27
6.62482E−25
0.621019108
2.7061131


6
SEPW1
11.36589527
3.028012276
1.01945E−26
2.82228E−24
0.5
2.429388762


6
BDNF-AS
11.35344505
2.594975233
4.28293E−27
1.21093E−24
0.621019108
2.620084524


6
RPL41
11.34627247
2.429976463
 3.1706E−27
9.06077E−25
0.703821656
2.850463629


6
TNNI2
11.30660629
3.701234341
5.51006E−26
 1.4792E−23
0.442675159
3.125465393


6
GLUL
11.26456356
2.468554974
6.87666E−27
 1.9238E−24
0.694267516
2.909363031


6
SLC25A3
11.16996765
3.387065649
1.13137E−25
2.94788E−23
0.433121019
2.472656727


6
CHCHD2
11.03751659
2.566341162
9.57294E−26
2.51901E−23
0.579617834
2.501738548


6
BIN1
11.02961349
2.539194584
9.56219E−26
2.51901E−23
0.595541401
2.659377575


6
VDAC1
10.99265671
3.475937605
6.28746E−25
1.54724E−22
0.420382166
2.321255922


6
HSPA8
10.98980331
4.113099575
1.23826E−24
 3.0192E−22
0.369426752
2.305474281


6
RPL35
10.9851799
2.697296143
1.74275E−25
 4.4968E−23
0.554140127
2.702702522


6
FHL3
10.97987843
3.158374548
4.31476E−25
1.09213E−22
0.458598726
2.328205824


6
RPL29
10.96351624
2.633833408
1.92466E−25
4.91843E−23
0.570063694
2.695324659


6
NDUFB2
10.94529629
4.02059269
1.79152E−24
4.32848E−22
0.378980892
2.367230654


6
RPL23A
10.86342716
2.645931005
4.90521E−25
1.22987E−22
0.554140127
2.624548197


6
RPS24
10.8446722
2.568300962
5.14609E−25
 1.2782E−22
0.582802548
2.69365263


6
HSP90AB1
10.80989742
3.509408474
3.18426E−24
7.55608E−22
0.398089172
2.341883659


6
PRDX6
10.72074986
2.689711571
2.19028E−24
5.24423E−22
0.522292994
2.420814991


6
CYCS
10.66394329
3.531106472
1.18301E−23
2.68725E−21
0.391719745
2.335688353


6
OOEP
10.55574417
2.681520939
9.02624E−24
2.06802E−21
0.522292994
2.607708693


6
TOMM7
10.55457783
2.842906237
1.21181E−23
2.72935E−21
0.477707006
2.418735027


6
RPS16
10.51268864
2.438357592
8.66964E−24
2.00359E−21
0.595541401
2.611675024


6
ATP5A1
10.50959682
3.840837955
5.81138E−23
1.26598E−20
0.359872611
2.209000349


6
RPS13
10.45961189
2.557323694
1.72277E−23
3.84756E−21
0.554140127
2.640197039


6
RPL27
10.42077255
2.697085857
3.10428E−23
 6.8752E−21
0.503184713
2.522346258


6
NDRG2
10.39639854
2.599650145
3.32001E−23
7.29221E−21
0.522292994
2.350038528


6
MDH2
10.30113506
3.875109673
3.39518E−22
6.99487E−20
0.347133758
2.288105965


6
RPL37A
10.28469372
2.388727427
7.14178E−23
1.54315E−20
0.585987261
2.622385025


6
TXNRD1
10.2578249
2.295766592
 7.7531E−23
1.64843E−20
0.633757962
2.885567665


6
CYC1
10.24633884
3.424834013
3.77182E−22
7.71106E−20
0.378980892
2.35806942


6
MYL6B
10.23207569
3.346798658
4.08301E−22
8.22076E−20
0.394904459
2.598213196


6
SKP1
10.22602654
2.658417702
1.84131E−22
3.85327E−20
0.487261146
2.37500453


6
ANKRD2
10.20828152
2.421060085
1.06332E−22
2.24285E−20
0.636942675
3.002196312


6
YBX1
10.1799221
2.957562685
3.92725E−22
7.96753E−20
0.426751592
2.526364088


6
PKM
10.17981052
3.21432209
5.26783E−22
 1.0448E−19
0.398089172
2.351135731


6
RPL21
10.11885548
2.416298866
3.06635E−22
6.36675E−20
0.563694268
2.592464209


6
HSPB6
10.07480907
4.218875885
2.91723E−21
5.61821E−19
0.334394904
2.28572464


6
RPL15
10.06388664
2.316087008
4.24501E−22
8.48268E−20
0.605095541
2.631431103


6
IDH2
10.04474068
2.701833725
9.14712E−22
1.80076E−19
0.468152866
2.465368986


6
RPS27A
9.975423813
2.364619732
9.45982E−22
1.84863E−19
0.579617834
2.727686644


6
EEF2
9.911677361
2.52556324
 2.1952E−21
4.25852E−19
0.512738854
2.48076582


6
UQCRFS1
9.886471748
3.539829016
7.98387E−21
1.47352E−18
0.350318471
2.211768389


6
TPM1
9.83283329
2.695770979
5.56897E−21
1.04969E−18
0.496815287
2.754993677


6
BAIAP2L1
9.819220543
2.399255991
4.18477E−21
8.00133E−19
0.538216561
2.656004906


6
ATP5G2
9.817615509
2.825157642
7.24879E−21
 1.3567E−18
0.426751592
2.364445448


6
SOD2
9.776478767
2.158680201
 5.0665E−21
9.61803E−19
0.656050955
2.971051693


6
MIR1-1HG
9.727311134
3.431264162
2.58981E−20
4.68226E−18
0.356687898
2.180076838


6
XPO5
9.726285934
2.281081438
7.93109E−21
1.47352E−18
0.579617834
2.628914595


6
RPS12
9.718472481
2.459528208
1.06256E−20
1.94756E−18
0.50955414
2.589418173


6
DHFR
9.67085743
3.177795172
3.51775E−20
6.31697E−18
0.382165605
2.372789383


6
RPL30
9.538219452
2.351884127
4.43056E−20
7.90275E−18
0.52866242
2.704521418


6
LGALS1
9.537519455
3.09080863
9.66749E−20
1.65763E−17
0.378980892
2.443509102


6
FAU
9.515076637
2.323873997
5.05937E−20
 8.9642E−18
0.52866242
2.455996752


6
ADCK3
9.510059357
2.219378948
 5.3894E−20
9.48571E−18
0.550955414
2.492744446


6
LDHA
9.499980927
2.929221869
1.17696E−19
1.99236E−17
0.398089172
2.43539238


6
ZNF90
9.474774361
2.419223309
7.82325E−20
1.36789E−17
0.496815287
2.430942297


6
EEF1B2
9.471288681
2.988833904
1.48714E−19
2.48577E−17
0.378980892
2.311306953


6
RPLP0
9.458724976
2.293602705
8.07651E−20
1.40294E−17
0.544585987
2.53962183


6
ATP5G1
9.448322296
3.633936644
2.89542E−19
4.80948E−17
0.321656051
2.26373148


6
RPL27A
9.448232651
2.233145475
 8.2716E−20
 1.4275E−17
0.566878981
2.717511654


6
RPS15A
9.438272476
2.432855368
1.09978E−19
1.87365E−17
0.49044586
2.56759429


6
NDUFB7
9.404938698
3.510664701
3.83067E−19
6.28443E−17
0.321656051
2.274533749


6
BTF3
9.344248772
2.742713213
3.31471E−19
5.47174E−17
0.407643312
2.363652706


6
NDUFB11
9.323998451
3.363935709
6.38708E−19
1.03506E−16
0.340764331
2.157721043


6
SOD1
9.288621902
3.347531319
8.54787E−19
1.37683E−16
0.334394904
2.203011036


6
LINC00116
9.267432213
3.859466791
1.36329E−18
 2.1313E−16
0.296178344
2.19382596


6
MRPL41
9.25715065
3.537045956
1.25272E−18
1.98175E−16
0.318471338
2.223280191


6
HSP90AA1
9.231017113
3.058588982
1.13407E−18
1.80481E−16
0.369426752
2.345919132


6
MYH2
9.227009773
5.726491451
3.43614E−18
5.27874E−16
0.257961783
2.804262877


6
RPS6
9.221483231
2.266475439
5.58095E−19
9.09969E−17
0.531847134
2.656741381


6
RPL38
9.139832497
2.395781994
1.29502E−18
2.03655E−16
0.47133758
2.627782106


6
NDUFB9
9.098916054
2.362968683
1.81381E−18
2.81904E−16
0.47133758
2.45674324


6
POLR2L
9.044656754
3.13692379
4.97847E−18
7.56074E−16
0.337579618
2.18762517


6
C8orf22
9.026469231
2.566725492
4.04745E−18
6.18214E−16
0.423566879
3.039581299


6
RPS4X
9.009278297
2.249082804
3.05188E−18
4.71569E−16
0.525477707
2.623367786


6
ATP5E
8.987334251
2.892910957
6.67686E−18
9.91346E−16
0.359872611
2.324560404


6
NDUFS5
8.928931236
2.940683126
1.10391E−17
1.62091E−15
0.343949045
2.431798458


6
RPL14
8.928092957
2.240753889
 6.1128E−18
9.17853E−16
0.506369427
2.577026367


6
RPS20
8.927796364
2.275644302
6.46956E−18
9.65963E−16
0.49044586
2.648290873


6
SMPX
8.915446281
3.609665871
1.84237E−17
2.64675E−15
0.296178344
2.216426849


6
YBX3
8.908596992
1.762720466
5.70631E−18
8.61685E−16
0.738853503
3.045453072


6
NDUFS7
8.903167725
3.393578053
 1.7885E−17
2.58332E−15
0.305732484
2.296674013


6
MRPL33
8.890336037
2.694920063
 1.2361E−17
1.80504E−15
0.385350318
2.320268393


6
EIF4A2
8.873211861
2.338876724
1.03322E−17
1.52555E−15
0.458598726
2.306423903


6
NDUFA1
8.853235245
3.218792915
2.33911E−17
3.30673E−15
0.315286624
2.291879892


6
RPS5
8.817440033
2.396107197
1.66133E−17
2.41274E−15
0.445859873
2.473510027


6
PLEKHA7
8.78331852
2.262879372
1.96833E−17
2.81249E−15
0.48089172
2.590897083


6
RPS14
8.766196251
2.1856668
 2.1176E−17
 3.0096E−15
0.506369427
2.552545071


6
RPL35A
8.751791
2.23281312
2.38524E−17
 3.3541E−15
0.493630573
2.564797878


6
PRDX1
8.679678917
3.031894445
7.96873E−17
1.08608E−14
0.321656051
2.275750399


6
RPL4
8.655236244
2.50569272
6.69334E−17
9.26505E−15
0.401273885
2.407427788


6
AK1
8.641857147
3.228976727
1.20626E−16
1.62735E−14
0.315286624
2.298559189


6
RPS3
8.607617378
2.206466198
7.53502E−17
1.03226E−14
0.477707006
2.626362324


6
TNNT3
8.60564518
2.425774336
 9.1013E−17
1.23411E−14
0.484076433
3.13482523


6
GAMT
8.546174049
3.54144001
2.70868E−16
3.54624E−14
0.277070064
2.17445612


6
RPS8
8.528190613
2.111901522
1.30927E−16
1.75739E−14
0.50955414
2.572012186


6
BNIP3
8.516699791
2.975203991
2.56294E−16
3.37204E−14
0.318471338
2.15829134


6
RPL23
8.49579525
2.377194643
2.07621E−16
2.75898E−14
0.414012739
2.408300161


6
RPS9
8.475420952
2.054802656
1.89964E−16
2.53702E−14
0.522292994
2.562847853


6
RPS11
8.460236549
2.259877205
 2.5308E−16
3.34632E−14
0.449044586
2.527521849


6
XIRP2
8.42093277
2.581347704
4.20853E−16
5.48284E−14
0.375796178
2.376542807


6
RP11-189B4.7
8.332479477
3.467294455
 1.2823E−15
1.63061E−13
0.27388535
2.178607702


6
HINT1
8.324763298
2.46413517
8.31655E−16
1.07819E−13
0.382165605
2.3344841


6
C14orf2
8.291002274
2.68281126
1.18185E−15
1.51009E−13
0.347133758
2.215747356


6
PSMB5
8.165976524
2.92429924
3.32254E−15
4.10713E−13
0.305732484
2.087266445


6
NDUFB3
8.139015198
3.723731279
5.54331E−15
6.60649E−13
0.251592357
2.122669935


6
RPL28
8.097658157
2.100669146
3.46451E−15
4.24314E−13
0.464968153
2.537796259


6
SBDS
8.096521378
2.887359858
5.41337E−15
6.48069E−13
0.312101911
2.159906149


6
MT1E
8.083218575
2.306572199
4.19425E−15
5.11333E−13
0.404458599
2.563595057


6
RPS3A
8.064387321
2.299508095
5.08677E−15
6.17311E−13
0.391719745
2.363358498


6
PARK7
8.063223839
2.898157835
  7.09E−15
8.26452E−13
0.299363057
2.250478745


6
UQCRC1
8.053022385
3.664382696
1.00073E−14
 1.1464E−12
0.248407643
2.11391592


6
NDUFA6
8.043370247
3.470588446
1.00045E−14
 1.1464E−12
0.261146497
1.995762825


6
RPS19
8.021867752
2.049139023
 5.9787E−15
 7.0308E−13
0.474522293
2.636981487


6
ATP2A2
7.995005608
1.824626684
6.71806E−15
7.86546E−13
0.582802548
2.848850727


6
UBA52
7.963665485
2.189913988
9.95055E−15
 1.1464E−12
0.410828025
2.434386015


6
UQCRH
7.961845398
2.645255566
1.25726E−14
1.42796E−12
0.318471338
2.123942614


6
RPL11
7.945840359
1.888521791
9.52428E−15
1.10536E−12
0.557324841
2.627432823


6
RPL34
7.904686451
2.022476196
1.36037E−14
1.53849E−12
0.484076433
2.647021294


6
RPS29
7.897175789
2.271136284
1.68753E−14
1.89238E−12
0.388535032
2.220174313


6
RPL7A
7.890697956
2.117283106
1.63999E−14
1.84686E−12
0.433121019
2.514858484


6
MAMDC2
7.845431805
1.958404422
2.07732E−14
2.30038E−12
0.493630573
2.578822613


6
AC072062.1
7.843384743
2.110438347
2.31959E−14
 2.558E−12
0.429936306
2.470484018


6
APOO
7.79784441
1.961782098
2.96171E−14
3.23923E−12
0.49044586
2.561257839


6
MT-ND5
7.796954155
2.18674922
3.35789E−14
3.64256E−12
0.414012739
2.408314228


6
RPS18
7.794633865
2.126239061
3.27039E−14
3.56218E−12
0.420382166
2.562694788


6
RPLP2
7.792443752
1.739435911
2.86204E−14
3.14316E−12
0.598726115
2.693204165


6
GHITM
7.791748047
3.630871296
6.10083E−14
6.45983E−12
0.232484076
2.13280344


6
RPL6
7.772835255
2.028194904
 3.6592E−14
3.93727E−12
0.445859873
2.450348377


6
RPL36
7.676739693
2.096570015
7.48828E−14
7.86625E−12
0.417197452
2.485702515


6
KDM5B
7.667917252
2.365488768
9.29398E−14
9.72465E−12
0.347133758
2.235472918


6
FITM1
7.664886951
3.93430686
1.55177E−13
1.58621E−11
0.219745223
2.068377733


6
EIF4G2
7.661688328
2.982192755
1.18998E−13
1.23059E−11
0.27388535
1.939021349


6
SRP14
7.651302814
2.408586979
1.03432E−13
 1.078E−11
0.337579618
2.162361383


6
ATP5L
7.62871027
2.231702805
1.15028E−13
1.19418E−11
0.369426752
2.245927095


6
ADSSL1
7.622551441
3.264981985
 1.7368E−13
1.76854E−11
0.248407643
2.115981102


6
NDUFS6
7.565887928
3.214720249
2.53726E−13
2.54464E−11
0.251592357
2.055836678


6
CST3
7.536521912
1.707644582
1.75142E−13
1.77662E−11
0.566878981
2.431108952


6
MYH1
7.531177998
4.293118477
4.31625E−13
 4.1866E−11
0.207006369
2.935866833


6
GPX4
7.517097473
2.560539961
2.83229E−13
2.81924E−11
0.308917197
2.223956347


6
EIF3K
7.507629395
2.609425068
3.07297E−13
3.02483E−11
0.299363057
2.128605366


6
NMRK2
7.493109703
2.5185287
3.25771E−13
3.19484E−11
0.308917197
2.172497988


6
RPS17
7.477878094
2.032080889
2.92471E−13
2.90038E−11
0.417197452
2.303973913


6
PPP1R1A
7.443159103
4.23666811
 7.2761E−13
6.88174E−11
0.197452229
2.039610147


6
ATP5H
7.439585686
2.769608498
5.13899E−13
4.94851E−11
0.270700637
2.168497324


6
RPL10A
7.430924416
1.828505039
3.80112E−13
3.71406E−11
0.487261146
2.498752594


6
STAC3
7.387535572
1.840727329
5.33933E−13
5.12287E−11
0.461783439
2.425086498


6
SH3BGR
7.375995159
3.37429595
9.58753E−13
 8.9721E−11
0.232484076
2.092885494


6
RPS27
7.366811275
1.880596399
5.97037E−13
5.68726E−11
0.468152866
2.527093172


6
ANAPC11
7.362109661
3.255420208
1.00667E−12
9.38742E−11
0.24522293
1.935515761


6
RPL24
7.341626644
2.07626915
 7.9721E−13
7.51328E−11
0.382165605
2.412303925


6
PPDPF
7.268880367
2.499433994
1.50477E−12
1.37905E−10
0.296178344
2.236425638


6
PSMB6
7.263288498
3.45813942
2.02166E−12
1.82401E−10
0.21656051
2.063978195


6
NDUFB4
7.262528896
2.700976849
1.68253E−12
1.53139E−10
0.267515924
2.194888115


6
EEF1D
7.262202263
2.127994776
1.37841E−12
1.26761E−10
0.366242038
2.285905361


6
FEM1A
7.234508991
2.951592445
2.16273E−12
1.94186E−10
0.251592357
2.017433405


6
TCEB2
7.227610111
2.953775644
2.26807E−12
2.02958E−10
0.248407643
2.123178244


6
BAG3
7.214540958
3.144127846
2.62987E−12
 2.3376E−10
0.23566879
2.089898825


6
HSPB8
7.213495255
2.106677294
1.92354E−12
1.74478E−10
0.363057325
2.276497364


6
RAD23A
7.206068039
2.120320082
2.02462E−12
1.82401E−10
0.359872611
2.192104816


6
GSTP1
7.193813801
2.74570322
2.66635E−12
2.36212E−10
0.26433121
2.127870321


6
AKR1C3
7.165279865
3.852488518
4.21511E−12
3.67295E−10
0.197452229
2.145964861


6
PEBP1
7.148080349
2.265790462
3.16774E−12
2.78771E−10
0.321656051
2.2539289


6
UQCRC2
7.121963978
2.52025795
4.00078E−12
3.49765E−10
0.28343949
2.104828835


6
ISCU
7.090894699
2.85912323
5.43666E−12
4.69124E−10
0.248407643
2.075759411


6
JSRP1
7.084882259
3.015845537
5.94454E−12
5.11288E−10
0.23566879
2.135466814


6
PDLIM1
7.077542305
2.01615119
4.59345E−12
3.97655E−10
0.369426752
2.243749857


6
NDUFS8
7.062077522
2.558043718
6.03072E−12
5.17028E−10
0.270700637
2.142878294


6
NDUFAB1
7.011957645
2.720952511
8.67542E−12
7.29641E−10
0.25477707
2.028431654


6
MRLN
6.998677731
2.306497097
8.45251E−12
7.13151E−10
0.302547771
2.129113197


6
MYF6
6.996456146
2.041824818
8.10754E−12
6.86224E−10
0.363057325
2.577839613


6
CASQ1
6.996096611
2.656916142
9.30871E−12
7.80434E−10
0.257961783
2.047023773


6
TBC1D3P1-DHX40P1
6.98350668
2.278057098
9.35026E−12
7.81452E−10
0.305732484
2.347392082


6
AURKAIP1
6.962955952
3.165995121
1.32586E−11
 1.0809E−09
0.219745223
2.051373959


6
PLEKHA6
6.951977253
2.002034187
1.04725E−11
8.67068E−10
0.366242038
2.35953331


6
MKNK2
6.948469639
2.108167648
1.11089E−11
9.16899E−10
0.337579618
2.194122076


6
GYG1
6.938387871
2.148659945
1.19485E−11
9.80106E−10
0.324840764
2.121073484


6
PSMA7
6.926577091
2.343035221
1.37783E−11
1.11983E−09
0.296178344
2.154445171


6
SERF2
6.906811714
1.737329841
1.28988E−11
 1.0548E−09
0.461783439
2.273600101


6
NPM1
6.905290127
2.769876957
1.73712E−11
1.39901E−09
0.242038217
2.096319437


6
COX17
6.904477119
3.011754036
1.87516E−11
1.50562E−09
0.22611465
2.085191011


6
MRPL14
6.868896484
3.118288755
2.39361E−11
1.90464E−09
0.21656051
2.053973436


6
ACADVL
6.866710186
1.792278647
1.71153E−11
1.38259E−09
0.423566879
2.272702932


6
PPP1R27
6.83230114
1.561700702
2.00419E−11
1.60438E−09
0.585987261
2.631145239


6
NEB
6.826388836
1.413852572
2.10453E−11
1.67965E−09
0.843949045
3.738567114


6
KIF5B
6.816554546
2.773733616
3.10187E−11
2.43181E−09
0.238853503
2.132715225


6
NFE2L1
6.811998367
2.299496412
 2.8391E−11
2.23239E−09
0.292993631
2.073231697


6
CSDE1
6.798049927
1.740706205
2.68685E−11
2.11894E−09
0.429936306
2.325774193


6
USMG5
6.791281223
2.569707394
 3.4804E−11
2.69675E−09
0.25477707
2.186696768


6
PNRC1
6.775472641
1.830525279
3.12283E−11
2.44105E−09
0.394904459
2.265459776


6
VDAC2
6.773963451
2.521859169
3.80321E−11
2.93831E−09
0.261146497
2.098874569


6
NDUFA5
6.767721653
2.579209089
4.00897E−11
3.07937E−09
0.257961783
2.068995714


6
RRAD
6.743462563
2.379454851
4.42018E−11
3.36605E−09
0.27388535
2.136816025


6
C19orf70
6.735521317
3.261544704
5.67193E−11
4.30694E−09
0.197452229
2.10765934


6
RPS26
6.723680019
2.940528631
5.70365E−11
4.31869E−09
0.22611465
1.977766633


6
CEBPB
6.720240593
1.683670282
4.33099E−11
3.30761E−09
0.455414013
2.494323015


6
RPL36AL
6.696223259
2.332781792
5.89412E−11
4.45022E−09
0.27388535
2.129158735


6
NDUFV2
6.680206299
2.67843318
7.07144E−11
5.29402E−09
0.242038217
2.018069029


6
POMP
6.663758755
2.445292711
7.44998E−11
5.54616E−09
0.261146497
2.105223179


6
AC007325.4
6.654358864
3.730597973
1.00867E−10
7.44649E−09
0.181528662
1.99651742


6
GNB2L1
6.649068356
1.761354089
6.87222E−11
5.15941E−09
0.414012739
2.432559967


6
TMEM52
6.648231983
3.758371353
 1.0219E−10
7.50252E−09
0.175159236
1.876889586


6
BANF1
6.631938934
2.995990992
1.01818E−10
7.49592E−09
0.213375796
1.94349277


6
NHSL2
6.607458115
2.416492462
 1.0614E−10
7.74968E−09
0.261146497
2.178742886


6
ATP5C1
6.577458382
2.724171162
1.32919E−10
 9.6256E−09
0.22611465
1.964098811


6
PHYH
6.56237793
3.19760251
 1.6252E−10
1.16423E−08
0.197452229
2.04442811


6
NDUFA12
6.558354378
2.672056198
 1.5123E−10
1.08628E−08
0.22611465
2.141530514


6
SCN1B
6.546739101
2.228321791
1.47699E−10
1.06379E−08
0.28343949
2.142511606


6
SAP18
6.54515934
2.761873722
 1.6486E−10
1.17782E−08
0.229299363
1.932505965


6
EIF3G
6.508601189
2.832638741
2.12389E−10
1.48936E−08
0.219745223
2.046257734


6
PLEC
6.486624718
3.050023079
2.49555E−10
 1.7408E−08
0.200636943
1.954956174


6
PRDX3
6.479523659
2.954427242
2.57085E−10
1.78862E−08
0.203821656
2.034767389


6
UBL5
6.447841167
2.708240986
2.95489E−10
2.01882E−08
0.222929936
1.991869569


6
LDB3
6.442974567
1.499522805
2.35632E−10
 1.648E−08
0.531847134
2.436339378


6
RPL5
6.437081814
1.790205479
2.63289E−10
1.81751E−08
0.372611465
2.34837079


6
ST13
6.4275527
2.657666445
3.36578E−10
2.28195E−08
0.222929936
2.07605958


6
MRFAP1
6.406045437
2.606434822
 3.7564E−10
2.53385E−08
0.232484076
2.018181324


6
AMBRA1
6.399333954
1.536644936
3.16845E−10
2.15365E−08
0.48089172
2.4746387


6
RAN
6.396848202
3.213811159
4.41389E−10
2.94744E−08
0.197452229
1.929839969


6
TXNIP
6.395721912
1.440415502
 3.1319E−10
2.13427E−08
0.630573248
2.89118886


6
RPS7
6.39133358
1.845736265
3.50741E−10
2.37192E−08
0.353503185
2.41274333


6
TUBA4A
6.387747288
2.665637732
4.20963E−10
2.82524E−08
0.21656051
2.032911301


6
HFE2
6.352933407
4.083770752
6.39455E−10
4.17562E−08
0.162420382
1.999455214


6
EID1
6.341440678
2.316843987
5.16678E−10
3.42438E−08
0.25477707
1.989193439


6
EIF5A
6.323873043
2.374746084
5.89145E−10
3.89495E−08
0.242038217
2.116633654


6
ARPP19
6.322855473
1.577735186
5.11766E−10
 3.4003E−08
0.439490446
2.324085236


6
DAPK1
6.307159424
2.132127047
6.20663E−10
4.09314E−08
0.280254777
2.231853724


6
RPSA
6.294689178
1.794357419
6.23009E−10
4.09845E−08
0.356687898
2.253111362


6
MGST3
6.273551941
2.118710756
7.57047E−10
4.89539E−08
0.27388535
2.175055265


6
SLC26A3
6.230389118
1.695058465
9.10993E−10
5.87657E−08
0.382165605
2.23344183


6
SYNM
6.227944374
4.264685631
1.34755E−09
8.44663E−08
0.143312102
2.113853455


6
SMDT1
6.226396084
2.941030264
1.15657E−09
7.31864E−08
0.194267516
1.970792651


6
GABARAPL2
6.226214409
2.436339617
1.07326E−09
6.87327E−08
0.238853503
2.015880823


6
FXYD1
6.223843575
2.499244928
1.09031E−09
 6.9657E−08
0.229299363
1.96728313


6
CNBP
6.208116531
1.669372082
1.03412E−09
 6.6386E−08
0.385350318
2.221218824


6
HNRNPK
6.198496342
1.964977145
1.15116E−09
7.30175E−08
0.299363057
2.124610662


6
GOT2
6.195437908
3.324482918
1.46058E−09
9.13361E−08
0.171974522
1.99050951


6
PSMD8
6.193841457
1.913351655
1.18579E−09
7.48569E−08
0.308917197
2.214182377


6
HNRNPA2B1
6.175429344
1.55418539
1.22684E−09
7.70823E−08
0.429936306
2.205040693


6
MDH1
6.153199673
2.001390934
1.50904E−09
 9.3705E−08
0.289808917
2.100305796


6
PTP4A3
6.147714615
3.015898705
1.84225E−09
1.13337E−07
0.184713376
1.955428839


6
TUFM
6.131894112
2.396129847
1.83672E−09
1.13258E−07
0.23566879
1.967435122


6
NDUFB5
6.118462086
2.804485083
2.10736E−09
1.28457E−07
0.194267516
1.904133916


6
ATPIF1
6.112909794
2.041523457
1.93976E−09
1.18786E−07
0.28343949
2.078413725


6
DUSP26
6.071725845
3.420865297
 3.0594E−09
1.83486E−07
0.162420382
2.132484913


6
PSMA4
6.063336372
2.940116405
2.95101E−09
1.77441E−07
0.184713376
1.79628706


6
PSMC3
6.057133198
3.269263983
3.21148E−09
1.90943E−07
0.168789809
1.871047258


6
PCBP1
6.051906586
2.238918543
2.85733E−09
1.72589E−07
0.242038217
2.099956274


6
PINK1
6.051905155
2.94956708
3.20444E−09
1.90943E−07
0.187898089
2.00139761


6
PDHA1
6.032065868
3.084900856
3.60252E−09
2.11356E−07
0.175159236
1.880829811


6
LINGO1
6.022808552
1.281723261
2.94636E−09
1.77441E−07
0.614649682
2.735240459


6
PTP4A1
6.006503105
3.049422264
4.21438E−09
2.44774E−07
0.178343949
2.00026989


6
SLC25A11
6.00530529
3.614897251
4.45981E−09
 2.5767E−07
0.152866242
1.940012097


6
RPS28
6.003494263
1.65488112
3.44604E−09
2.03976E−07
0.375796178
2.44879508


6
GLRX
5.999146938
1.660098314
3.54715E−09
2.08568E−07
0.369426752
2.273231506


6
NDUFA2
5.981087685
2.809121847
4.66322E−09
2.68256E−07
0.191082803
1.95520401


6
TIMM8B
5.976626873
2.8593328
 4.8476E−09
2.77661E−07
0.178343949
2.089822531


6
CD59
5.966298103
1.534965277
4.21818E−09
2.44774E−07
0.410828025
2.311969757


6
ADRM1
5.959323883
3.196215153
5.54809E−09
 3.171E−07
0.168789809
1.911719084


6
RPL18
5.956804276
1.716073751
4.53076E−09
2.61202E−07
0.347133758
2.265806198


6
RGS5
5.955615997
3.563237429
5.96104E−09
3.36362E−07
0.146496815
2.761947393


6
ZNF703
5.950178623
2.848650455
5.68377E−09
3.23464E−07
0.178343949
2.180998802


6
MRPL51
5.938969612
2.98470211
6.09725E−09
3.43319E−07
0.175159236
1.989200115


6
PRDX5
5.934810638
2.705857515
5.91432E−09
3.34436E−07
0.191082803
1.85509944


6
HCFC1R1
5.917536736
2.997827768
6.81312E−09
3.81205E−07
0.168789809
2.045362949


6
FABP4
5.91459322
2.993757725
6.91979E−09
 3.8636E−07
0.165605096
2.73898983


6
KLF10
5.907343864
3.091506481
7.37974E−09
4.08607E−07
0.168789809
1.981500506


6
UTP11L
5.898550987
2.526643991
7.21902E−09
4.01381E−07
0.200636943
2.073848963


6
NDUFB1
5.888445377
2.221292734
7.28649E−09
4.04286E−07
0.232484076
2.074218035


6
GTF3C6
5.879767895
3.294322252
8.77127E−09
4.79659E−07
0.159235669
2.012773752


6
NDUFS3
5.870203495
3.088198423
9.02865E−09
 4.9272E−07
0.168789809
1.864878178


6
ATP5EP2
5.845889568
2.845281363
1.01023E−08
5.46843E−07
0.181528662
2.001421928


6
RPL18A
5.845119953
2.369808197
9.53726E−09
5.18347E−07
0.210191083
2.125791311


6
RPL3L
5.826365471
2.293392181
1.04575E−08
5.64896E−07
0.21656051
2.132558346


6
DHRS7
5.78990221
1.899280667
1.22306E−08
6.56674E−07
0.277070064
2.207913399


6
LDHB
5.77646637
2.754955053
1.46482E−08
7.75844E−07
0.181528662
1.97334981


6
YWHAG
5.759435177
2.054791451
1.46022E−08
7.75844E−07
0.24522293
1.97055459


6
PACSIN3
5.754849911
3.293042183
1.73808E−08
9.12905E−07
0.149681529
1.931787968


6
B2M
5.746181488
1.363481283
1.43416E−08
7.64722E−07
0.579617834
2.861454725


6
ETFB
5.726268291
3.079695702
 2.0047E−08
1.04264E−06
0.162420382
1.977451682


6
OST4
5.708218575
2.180375576
1.98284E−08
 1.0333E−06
0.222929936
2.102248192


6
GADD45GIP1
5.697387695
2.886531115
2.27733E−08
1.17523E−06
0.168789809
1.833654046


6
NDUFA3
5.695615292
3.357994556
2.40836E−08
1.23565E−06
0.149681529
1.810893059


6
FKBP3
5.692882538
2.268659353
2.17324E−08
1.12589E−06
0.21656051
1.93050468


6
HNRNPA1
5.664699078
1.703234434
2.35028E−08
1.20819E−06
0.321656051
2.061017752


6
ATP5F1
5.630986691
2.253083944
3.08685E−08
1.56863E−06
0.210191083
2.14928484


6
ROMO1
5.617026806
3.063133955
3.60278E−08
1.79983E−06
0.149681529
1.989020705


6
RASD1
5.616467953
2.06227994
3.18177E−08
1.60855E−06
0.24522293
2.341269016


6
IGFBP5
5.607498169
1.47006762
3.13265E−08
1.58887E−06
0.420382166
2.335376263


6
MYBPC1
5.604218483
1.243079901
3.25981E−08
1.64083E−06
0.805732484
3.240627527


6
NDUFA8
5.601580143
3.076759577
3.88456E−08
1.93333E−06
0.149681529
1.813774586


6
FAM177B
5.594673634
3.812748432
4.34103E−08
2.14048E−06
0.133757962
2.043183327


6
G0S2
5.578322411
2.557990074
4.14036E−08
2.04913E−06
0.181528662
1.94494617


6
EIF3I
5.571023464
2.823252916
4.46294E−08
2.19157E−06
0.162420382
1.903284192


6
EDF1
5.566483498
1.874505639
4.13063E−08
2.04813E−06
0.261146497
2.050153255


6
MAF1
5.562680721
2.294467449
 4.4694E−08
2.19157E−06
0.203821656
2.090269327


6
RASGEF1B
5.523096561
1.407991052
4.99246E−08
2.42568E−06
0.414012739
2.293123484


6
AKR1B1
5.498461246
2.369675636
6.31626E−08
3.03557E−06
0.187898089
2.025401831


6
PABPC4
5.479220867
2.232622147
6.88979E−08
3.28743E−06
0.207006369
1.926041484


6
SNX3
5.467146873
1.952953935
7.16466E−08
3.40635E−06
0.24522293
2.094460964


6
H2AFZ
5.452272892
2.176935196
7.93938E−08
3.76123E−06
0.207006369
2.023434639


6
FIS1
5.451827526
2.30611062
8.09548E−08
3.82155E−06
0.194267516
2.07320857


6
SYNPO
5.440788746
2.475070477
8.68238E−08
4.07688E−06
0.178343949
1.91786921


6
PDHB
5.436583996
3.601681232
9.72408E−08
4.52604E−06
0.130573248
1.881632566


6
PGK1
5.428820133
2.24627471
 9.0937E−08
4.24751E−06
0.197452229
2.107058287


6
MPC2
5.417705059
2.485899687
9.74191E−08
4.52641E−06
0.178343949
1.800565243


6
PDLIM7
5.384880066
1.805688739
1.09222E−07
5.03958E−06
0.257961783
2.109219313


6
LAMTOR5
5.381673336
1.958625078
1.11618E−07
5.13228E−06
0.22611465
1.909109592


6
C20orf24
5.372620106
2.913415909
1.29732E−07
5.89381E−06
0.146496815
1.985575676


6
FABP5
5.360343933
2.752927065
 1.3579E−07
6.14803E−06
0.156050955
2.50101757


6
ATF4
5.355871201
1.87923491
1.28399E−07
5.84795E−06
0.24522293
2.144037724


6
HSF1
5.343218327
2.491482496
1.46358E−07
6.58166E−06
0.171974522
2.115264893


6
ATP5I
5.334709644
2.283126354
 1.4979E−07
6.71328E−06
0.187898089
2.096036673


6
ACADM
5.329933167
2.257218599
1.51768E−07
6.79045E−06
0.187898089
2.017669916


6
DDX3X
5.314071655
1.923619151
1.59974E−07
7.14559E−06
0.23566879
2.032529831


6
SRP9
5.305036068
2.050950289
1.69954E−07
7.52812E−06
0.213375796
2.003128529


6
TMEM70
5.302285671
2.282974958
1.75126E−07
7.73144E−06
0.184713376
2.011030912


6
KLHL40
5.300553799
2.881038666
1.87368E−07
8.23088E−06
0.143312102
1.928377151


6
POLR2J
5.29797554
2.90795207
1.90256E−07
8.34396E−06
0.143312102
1.96175766


6
FTL
5.295433998
1.313599586
1.65006E−07
7.35799E−06
0.512738854
2.712485075


6
XIRP1
5.287570953
3.515011549
2.09258E−07
9.10222E−06
0.121019108
1.946791172


6
PFN1
5.284497261
2.159352541
1.90991E−07
8.36239E−06
0.194267516
2.087047338


6
ECHS1
5.280287266
3.114085674
2.10854E−07
9.15665E−06
0.136942675
1.850707054


6
PSMB1
5.267874718
1.833682537
2.01226E−07
 8.7816E−06
0.238853503
2.00788188


6
VAMP5
5.263011932
2.421914577
2.18496E−07
 9.4576E−06
0.171974522
2.03412962


6
RBM8A
5.261924267
1.880540013
2.06907E−07
 9.0147E−06
0.23566879
1.842763662


6
DLD
5.258964539
2.444443703
2.23402E−07
9.65425E−06
0.171974522
1.948717594


6
TUBB
5.244320393
2.403403759
2.40014E−07
1.03385E−05
0.168789809
2.017887831


6
ALKBH5
5.243580818
2.492257118
2.43157E−07
1.04569E−05
0.165605096
1.965886474


6
GGACT
5.229195118
2.238362312
 2.5611E−07
1.09962E−05
0.184713376
2.052083969


6
CCT7
5.22233057
3.239728689
2.87243E−07
1.22341E−05
0.127388535
1.982443571


6
ANKRD9
5.20839262
2.45579958
2.90788E−07
1.23455E−05
0.168789809
1.989962935


6
SNU13
5.206681728
2.186698198
2.85474E−07
1.21783E−05
0.191082803
2.029727221


6
GMPR
5.201354504
1.493198276
2.76112E−07
1.17978E−05
0.328025478
2.120718956


6
SUCLA2
5.194231033
2.084656715
3.01971E−07
1.27998E−05
0.197452229
2.041510582


6
PFKM
5.190926075
1.47170198
2.90398E−07
1.23455E−05
0.337579618
2.200068235


6
EEF1A1
5.162725449
1.382174611
3.31144E−07
1.39474E−05
0.423566879
2.693480968


6
MYEOV2
5.156341076
2.467969418
3.80191E−07
1.58873E−05
0.162420382
2.052271366


6
PDK4
5.147656441
1.125119567
3.62937E−07
1.51902E−05
0.847133758
3.527707577


6
SELK
5.137813568
2.480949879
4.14076E−07
1.71416E−05
0.162420382
1.896333933


6
MYL12B
5.132428169
2.27077651
4.18225E−07
1.72864E−05
0.175159236
1.982166886


6
CKB
5.128163815
3.109157324
4.53692E−07
 1.8579E−05
0.130573248
1.891112208


6
EMC6
5.114579201
2.541312456
 4.6746E−07
 1.9084E−05
0.156050955
1.866751671


6
NAA38
5.111631393
2.163758516
4.60105E−07
1.88126E−05
0.184713376
1.91917944


6
MBNL1-AS1
5.102065563
3.325333834
5.26853E−07
2.13653E−05
0.124203822
1.896459222


6
RPL39
5.093800545
2.500615597
5.20467E−07
2.11505E−05
0.152866242
2.087671518


6
SMTNL2
5.068628311
1.685076237
 5.4868E−07
2.21615E−05
0.257961783
1.939144015


6
RTN2
5.044530392
1.787690639
6.25509E−07
2.50742E−05
0.23566879
2.004944563


6
FUNDC2
5.036552429
2.302867889
6.81781E−07
2.71253E−05
0.165605096
2.066447496


6
MORF4L1
5.029250145
1.727575898
6.72044E−07
2.68182E−05
0.24522293
2.011368275


6
ABRA
5.023675919
2.094393253
7.11698E−07
 2.8189E−05
0.187898089
1.979112387


6
FAM96B
5.020671844
1.850688457
7.10521E−07
2.81843E−05
0.21656051
2.055383444


6
MRPL20
5.015284061
2.105089664
7.38687E−07
2.90415E−05
0.187898089
1.839118481


6
EIF3E
5.013790607
1.584902525
 7.1589E−07
2.83128E−05
0.280254777
1.984084725


6
BSG
5.01049614
1.536850214
7.27372E−07
2.86391E−05
0.28343949
2.054036856


6
MYOZ2
5.005451679
2.285573483
7.91806E−07
3.09924E−05
0.168789809
1.939579487


6
ARMC9
5.00484848
1.470685244
7.45034E−07
2.92478E−05
0.315286624
2.240439653


6
CSRP3
5.000202656
3.952128649
8.96384E−07
3.45765E−05
0.105095541
2.043411255


6
SUCLG1
4.997919559
2.443722725
8.29229E−07
3.22199E−05
0.152866242
1.981320739


6
NOP10
4.98609066
2.422877312
8.76839E−07
3.39211E−05
0.152866242
1.934735179


6
PGM1
4.965318203
1.27323091
8.94792E−07
3.45652E−05
0.398089172
2.290755749


6
MRPL57
4.957705498
2.986958027
1.04603E−06
3.99429E−05
0.127388535
1.876609802


6
EEF1A2
4.951004028
2.332803249
1.04497E−06
3.99429E−05
0.156050955
2.14514184


6
ALKBH7
4.948956966
2.746426105
1.07437E−06
4.09077E−05
0.133757962
1.898383498


6
CHMP2A
4.92509079
2.875642538
1.21174E−06
4.56154E−05
0.140127389
1.638657928


6
BAG1
4.921467304
2.393688917
1.20352E−06
4.53703E−05
0.149681529
2.029991865


6
COX7A2
4.918399334
1.947986722
1.18925E−06
4.49599E−05
0.197452229
2.094945669


6
HSPA2
4.909451008
3.196259975
1.34718E−06
5.03572E−05
0.114649682
2.067631006


6
PLN
4.907315254
2.296881914
 1.2762E−06
4.77713E−05
0.165605096
1.880653977


6
C1QBP
4.904576302
3.165123224
1.37345E−06
5.11952E−05
0.114649682
2.017274141


6
SQSTM1
4.902759552
1.335787296
1.22642E−06
4.61027E−05
0.356687898
2.178190708


6
RAC1
4.898254395
1.522731543
1.26861E−06
 4.7554E−05
0.277070064
2.167897224


6
MZT2B
4.876043797
2.121439695
1.47109E−06
5.41513E−05
0.175159236
1.991259098


6
UCP3
4.874461651
1.643891454
1.44152E−06
5.35074E−05
0.24522293
2.175022364


6
RBX1
4.872908115
1.790524364
1.45314E−06
5.37136E−05
0.219745223
1.893694282


6
C14orf166
4.869864941
2.45891571
1.53825E−06
5.64669E−05
0.149681529
1.75276196


6
RPL37
4.869229794
1.52412653
1.45545E−06
5.37244E−05
0.277070064
2.087898016


6
CYB5R1
4.859915257
1.430460215
1.51873E−06
5.58275E−05
0.308917197
2.051305056


6
ACAA2
4.858776569
3.297741175
1.70667E−06
6.22197E−05
0.111464968
1.806630254


6
IDI2
4.851500511
2.292547941
1.68196E−06
6.14032E−05
0.156050955
1.987762213


6
RPL31
4.844508648
1.099471569
1.60814E−06
5.89512E−05
0.522292994
2.484936476


6
RP11-608021.1
4.841675282
1.37138021
1.64767E−06
6.02341E−05
0.334394904
2.279502392


6
ADI1
4.837037563
2.23508811
1.78749E−06
6.48992E−05
0.165605096
1.878730655


6
RHOB
4.82534647
1.338142633
1.78526E−06
6.48992E−05
0.340764331
2.50396204


6
STRAP
4.810926437
2.211161137
2.01012E−06
7.22909E−05
0.165605096
1.791734338


6
PPP2R1A
4.807990074
2.250423193
2.05947E−06
7.38658E−05
0.162420382
1.886559486


6
GRB14
4.787487984
2.066797972
 2.2373E−06
7.99203E−05
0.175159236
1.863456011


6
MT-ND4L
4.775947571
1.628862739
2.29774E−06
8.18514E−05
0.24522293
2.01039362


6
AES
4.774116993
2.071639061
 2.3901E−06
8.45827E−05
0.171974522
1.927768946


6
HSPB3
4.769365311
2.830386877
2.55507E−06
8.94679E−05
0.121019108
1.927147508


6
SLC35F1
4.766919613
1.417949677
2.37566E−06
8.41839E−05
0.299363057
2.169786215


6
GNG5
4.766741753
1.922469974
2.45191E−06
8.64248E−05
0.191082803
1.978766918


6
POLR3GL
4.765984058
3.022897005
2.63859E−06
9.19078E−05
0.117834395
1.949764371


6
SIK3
4.758876801
1.050217152
2.42305E−06
8.56348E−05
0.576433121
2.708378792


6
GLO1
4.758647919
2.325679064
2.62254E−06
9.14687E−05
0.149681529
1.998428822


6
SGCA
4.757004738
1.799354911
2.54938E−06
8.93863E−05
0.203821656
2.081376791


6
NDUFS2
4.752978802
1.763674021
2.59849E−06
 9.0749E−05
0.21656051
2.063047409


6
NACA
4.737595558
1.404080868
2.72397E−06
9.45105E−05
0.305732484
2.180892467


6
KEAP1
4.736166954
2.694928885
 2.9819E−06
0.000102789
0.127388535
2.022416353


6
MRPL34
4.733576775
2.542482376
2.95748E−06
0.000102212
0.136942675
1.721592903


6
MAP7D1
4.732653141
2.39517951
2.98086E−06
0.000102789
0.143312102
1.99684906


6
MRPL36
4.712633133
3.039215326
3.36977E−06
0.000114233
0.114649682
1.907862306


6
NRAP
4.702322483
1.295476556
3.21028E−06
0.000109524
0.340764331
2.274826288


6
ZMYM4
4.701823711
1.235048056
3.20477E−06
0.000109477
0.372611465
2.196824789


6
RPL22
4.690321445
2.047569036
3.54979E−06
0.000119785
0.168789809
2.031428814


6
TUBB4B
4.678945065
2.759359598
3.90611E−06
0.000130582
0.117834395
1.991942763


6
HLA-B
4.674929619
1.638124228
3.70588E−06
0.000124201
0.229299363
2.497019053


6
CMBL
4.672047615
2.607050419
3.97721E−06
0.000132625
0.127388535
1.864283323


6
FAM162A
4.65880537
2.533495426
4.23531E−06
0.000140431
0.130573248
2.039367437


6
TAF7
4.653473854
1.721054554
4.14015E−06
0.000137713
0.21656051
2.036043167


6
SERBP1
4.652863979
1.57020402
 4.0945E−06
0.000136365
0.242038217
1.909261942


6
RBBP7
4.649040699
1.99748528
4.27099E−06
0.000141358
0.171974522
1.925380945


6
UBE2D1
4.645304203
1.68236208
4.29888E−06
0.000142104
0.219745223
2.051260948









In some cases, the nuclei specific genes may be one or more from Table 1B. In some cases, the nucleic specific genes may be one or more from cluster 1 of Table 1B. In some cases, the nucleic specific genes may be one or more from cluster 3 of Table 1B. In some cases, the nucleic specific genes may be one or more from cluster 4 of Table 1B. In some cases, the nucleic specific genes may be one or more from cluster 5 of Table 1B. In some cases, the nucleic specific genes may be one or more from cluster 7 of Table 1B. In some cases, the nucleic specific genes may be one or more from cluster 8 of Table 1B. In some cases, the nucleic specific genes may be one or more from cluster 9 of Table 1B. In some cases, the nucleic specific genes may be one or more from cluster 10 of Table 1B.









TABLE 1B







Single Nuclei TST Preparation (Top ranked genes for each cluster)

















Cluster 5
Cluster 7





Cluster 1
Cluster 3
Cluster 4
Satellite
Smooth
Cluster 8
Cluster 9
Cluster 10


Fibroblast
Endothelial
Macrophage
cell
muscle
Lymphatic
Adipocyte
Unclassified


gene
gene
gene
gene
gene
gene
gene
gene





DCN
ST6GALNAC3
RBPJ
MEG3
ACTA2
PKHD1L1
CPM
MAFG


LAMA2
LDB2
FMN1
CADM2
CALD1
MMRN1
SLC19A3
ANKRD2


NEGR1
ANO2
MRC1
LAMA2
RBPMS
TSHZ2
PPARG
AGBL1


APOD
PTPRB
DPYD
MUSK
NR2F2-AS1
ST6GALNAC3
RP11-665G4.1
PRKG1


GSN
MECOM
RBM47
TRHDE
PDGFRB
CD36
ADH1B
LARGE


GPX3
VWF
CD163
PON2
IGFBP7
PPFIBP1
RP11-563P16.1
SLC38A1


CFD
PECAM1
CELF2
PAX7
DLC1
GPM6A
SVEP1
MALAT1


COL6A3
B2M
ZEB2
ABCA8
KCNAB1
TIMP3
GSN
MYLK4


NOVA1
DOCK9
TBXAS1
TLN2
SPARCL1
EFNA5
PLIN1
AFF1


LAMC1
TACC1
MS4A6A
AC005237.4
CACNA1C
TFPI
ADIPOQ
FAM134B


COL4A1
SPARCL1
F13A1
APOE
MYH11
RELN
FRMD4A
SALRNA2


LINC01088
PLEKHG1
FRMD4B
MARCH1
LPP
CNTNAP3B
PDE8B
AC097662.2


EBF1
EPAS1
CPM
PLXDC2
RP11-759A24.3
TGFBR2
PTGER3
ASB5


PID1
NEDD9
GNAQ
DYNC1I1
CARMN
STOX2
LAMB1
AC016831.7


ABCA6
PTPRM
SYK
PLEKHH2
CLMN
GLIS3
EBF1
GLRA1


COL4A2
TIMP3
SRGAP2
NLGN4X
TACC1
SASH1
MGST1
RAB7A


NID1
FLT1
HDAC9
CNKSR3
JUNB
CLDN5
PARD3B
RP11-96C21.2


IGFBP7
TMTC1
SMAP2
DANT2
TAGLN
PGM5
TMEM132C
DTNA


TGFBR3
HLA-B
PIK3R5
SPARCL1
CPM
KALRN
PDE3B
TACC2


GALNT15
KLF2
SLC1A3
RBMS3
RGS6
VAV3
LIPE-AS1
ARHGAP11B


SCN7A
PLCB4
ELMO1
GPM6B
MYL9
DOCK5
ACSL1
LYVE1


ABCA8
ELMO1
FGD2
PTPRG
TPM1
MAGI1
RP1-193H18.3
DNAH11


TSC22D3
PITPNC1
MERTK
CDH4
PRKG1
DOCK9
PTEN
SLC36A2


MAN1A1
RP3-510L9.1
MT-CO1
ELL2
EPS8
CCL21
LEP
PKD2L2


TGFBR2
SEC14L1
DOCK8
FBXL7
SORBS2
PLCB4
SLC7A6
DIAPH2-AS1


VIT
EGFL7
C10orf11
TGFBR3
ARHGAP10
MAN1A1
SLC39A11
TMEM65


COL6A2
HLA-E
CSGALNACT1
APOC1
NOTCH3
PLXDC2
COL4A2
TMOD1


LAMB1
SNTG2
IQGAP2
MEG8
DSTN
APP
ITSN1
FAM155A


MFAP5
SRGN
FCHSD2
PRKD1
EBF1
LRRC1
MARC1
NPAS2


PTPRG
DOCK4
ARHGAP15
SNED1
INPP4B
AC007319.1
CIDEC
MLK7-AS1


GREB1L
EMCN
PTPRC
CALCR
CPE
FRMD4B
FZD4
GAK


FTL
ID1
MT-CO2
ADAMTS9-AS2
CACNB2
TLL1
NHS
MPV17


MAP1B
RASGRF2
CHST11
ECHDC2
PDE3A
HIF3A
PTPRS
RORA


LHFP
CLDN5
FAM49B
GPC6
LMOD1
TFF3
RP11-427J23.1
NEDD4


ARHGAP24
SASH1
SRGAP2B
RP11-556I14.1
RNF152
ARL4A
ACACB
XIRP2


RBMS3
TCF4
TRPS1
NAV2
FLNA
SLC22A23
PNPLA2
TRDN


EGFR
RIN2
MT-ATP6
CHN1
RP11-394O4.5
BACE2
TENM3
ANKRD33B


FSTL1
MCTP1
MT-CO3
TPRG1
ADAMTS9-AS2
RP4-678D15.1
GPAM
DAAM2


MAML2
MKL2
SPTLC2
NAV1
SPARC
ZDHHC14
AQP7
MRPS6


PLPP3
TMSB10
STARD13
PNMT
TINAGL1
CTD-3179P9.1
GPX3
CHRNA1


ADH1B
MAGI1
MT-ND2
ARHGAP24
RASAL2
COLEC12
FP325317.1
ERAP1


VIM
ASAP1
SLC8A1
LPP
MCAM
LDB2
GPD1
DLGAP4-AS1


TXNIP
AKT3
MSR1
PTCHD1-AS
ID3
PTPRE
SPON1
TSPAN5


CYP4B1
APP
AGFG1
AGFG1
TIMP3
SMAD1
ANGPTL4
KLF6


CXCL14
TANC1
FOXP1
SRPX2
RERG
PRKCH
ATP10A
RP11-39M21.1


CBLB
ERG
PIP4K2A
IPO9-AS1
HEYL
GRAPL
RBPMS
TTN


CFH
EPB41L4A
VSIG4
RPL3
ACTB
IGFBP7
PDZRN3
ABCA5


AOX1
ADGRL4
MT-ND4
MT1E
HES4
MPP7
MYCBP2
NEXN


GLUL
ARL15
MT-CYB
IGFBP5
ESYT2
NRG3
PLXNA4
CTIF


S100A6
C10orf11
ANKRD44
RNF150
SLC38A11
NR2F2-AS1
ZBTB7C
RP11-133L19.1


DCLK1
ARHGAP31
MS4A4E
BCL2
UBA2
C10orf11
SOX5
SH3GL2


FTH1
TJP1
PARP8
RORA
TPM4
CALCRL
CALCRL
EIF4G3


C1S
SYNE2
RNASE1
HMCN2
NCALD
ZFPM2
ITIH5
LINC01584


SH3PXD2B
HLA-C
STAB1
DOCK9
ADIRF
ASAP1
AGPAT2
DIAPH2


TACC1
TPO
LDLRAD4
COL25A1
RCAN2
RP3-523E19.2
MAGI2
PVT1


MT-ND2
SYNE1
DOCK2
NCAM1
PPP1R14A
RHOJ
RP11-507B12.2
SSH2


MT-ND3
STOM
MT-ND3
AASS
CRISPLD2
ELMO1
ADRBK2
DSCAM


FBN1
LIFR
SRGN
MSC-AS1
ADAMTS1
PLPP1
TLN2
GLG1


SMOC2
BACE2
RGL1
RPS2
UTRN
SEMA3A
RP11-444D3.1
JPH1


AKT3
WWTR1
RNF149
HS6ST2
SLIT3
NR2F1-AS1
FAM213A
PHKA1-AS1


LTBP4
RASAL2
SLC9A9
WDFY2
NTRK3
ANKS1A
LPL
VAV1


SVEP1
ABLIM3
MT-ND1
PITPNC1
A2M
SNTG2
AOC3
TRIM54


TMSB4X
ID3
SLCO2B1
MT2A
FHL5
RP11-554D15.1
GHR
SLC25A33


FBLN2
TIE1
RAB31
EGFR
SGIP1
PLSCR4
PCOLCE2
KHDRBS3


MGST1
CTTNBP2NL
CD74
CROCC
HIP1
PDE1A
SLC1A3
AP3M1


MT-CYB
CADPS2
MAN1A1
ECE1
CEBPD
SEMA6A
SAT1
NME7


LRP1
TMSB4X
APBB1IP
MYO1E
RGS5
PARD6G
LIPE
SLC7A14


SERPING1
LDLRAD4
VAV3
LPL
ARHGEF7
PLD1
COL4A1
LINC00691


AC007319.1
UTRN
FLI1
IFNG-AS1
FRY
EPB41L2
TNFAIP8
ANXA2


ARHGAP10
BTNL9
C1QA
DLK1
ACTN1
UTRN
BNIP3L
ART3


C3
C10orf10
TMSB4X
ZHX3
RHOB
SDPR
FOXO1
LINC01492


MT-ND4
MSN
MAFB
AKT3
ADGRL3
MAF
CIDEA
MYF6


FBXL7
MYH9
MGAT5
SAT1
PLS3
ITGA1
BCL2
MBP


EEF1A1
ENG
CCND3
SNHG23
RP11-444D3.1
TSPAN5
MLXIPL
PEBP4


COL6A1
FLNB
RNF144B
DIO3OS
ZNF331
STK32B
MAOA
TPD52


MAMDC2
PREX2
PELI1
SRSF7
CAV2
LYVE1
PTPRG
RP11-83A24.2


RPL11
BMS1P14
SRGAP1
MTERF4
PTPRG
TANC2
EHBP1
FAM20A


SASH1
POSTN
TET3
KANK1
PPP1R12A
ZNF521
PIK3R1
GGT7


C1R
SLC9A3R2
MTSS1
CEBPD
NBEAL1
SYNE1
PLIN4
MTERF4


EBF2
CYYR1
ADRBK2
MEST
GRK5
RASAL2
MDFIC
DLGAP4


IGF1
DUSP1
PRKCB
MYF5
ITIH5
AKAP12
ST3GAL6
ZBTB43


DLC1
RAPGEF5
USP15
KREMEN1
EGFLAM
HLA-E
GPC6
HIGD1C


AXL
HIF3A
HCLS1
RYR3
GJA4
ITGA9
PRKD1
ATP1B3


SAMHD1
PRKCH
CMIP
RBMS3-AS3
ATP1B3
KDR
CTIF
SLC16A9


LRRTM4
ARHGAP29
PICALM
PXDN
APBB2
SNCAIP
GABRE
ADORA2A-AS1


MMP2
HLA-A
DISC1
TFPI
TMSB4X
PIEZO2
ADRA1A
UACA


COL12A1
EPHA4
RP11-624C23.1
VAV3
SOX5
RAB11FIP1
UVRAG
PCNXL4


SRPX
NKTR
SRGAP2C
FOXP2
CCDC107
EGFL7
PFKFB3
MAFF


MT-ATP6
CLIC4
CTSB
EEF1A1
DENND3
NHSL1
USP33
ABCA9-AS1


RPS2
EVA1C
RIN3
RPL13
CSRP1
IL6ST
FABP4
RP11-830F9.5


CTGF
AQP1
EMB
RTN1
MRVI1
RAPGEF4
ROCK2
COL4A4


DOCK5
ANXA3
IKZF1
RPL41
MYO1B
ADAMTS9-AS2
EFNA5
STK11


ZFP36L2
TEK
CAMKID
COL5A2
CDH6
RP11-115D19.1
ELOVL5
KLF7


CRISPLD2
CD74
KYNU
PTPN12
MYOCD
PPARG
TNS1
ADCK3


RPL13
PELI1
SAT1
PTPRE
COL4A2
TANC1
CPAMD8
BLCAP


CYBRD1
ESYT2
IRAK3
LRRC8A
IGFBP5
AFAP1L1
PLA2G16
TMEM219


SEPP1
A2M
STK4
SYTL4
MYLK
CSGALNACT1
WWOX
RGMA


MEG3
IFI27
RCSD1
NPAS3
FABP4
NKTR
LRP1B
VPS54


SPARCL1
ABLIM1
LYVE1
ZIC1
TOB1
DYNC1I1
C19orf12
SCN1B


TFPI
LRCH1
ARHGAP26
CLIC6
PLPP3
ST6GAL1
STAT5A
CDKL4


RPL3
IFITM3
MARCH1
XPO5
LINC01197
SEMA6A-AS1
LIMA1
RORA-AS1


OPHN1
WNK1
COLEC12
RASD1
AXL
RALGAPA2
PARVA
RAB11FIP3


MT-ND1
MLLT4
TBC1D14
SNHG24
PIP5K1B
PELI2
GLUL
PRKRA


RPL41
NFIB
LAPTM5
RASSF4
ETV6
MGAT5
RBMS3
SLC6A13


PRELP
CNTNAP3B
AOAH
CLCN5
DGKH
ARHGAP31
TPRG1
SLC5A10


MGP
TINAGL1
INPP5D
TTLL7
MYO1D
FOXP1
TEAD1
DYSF


EIF1
DOCK1
RP11-1143G9.4
PDE7B
ARHGAP17
EPS15
ADAMTS9-AS2
ZFAND1


ITM2B
RP11-588H23.3
MAML3
RP11-39M21.1
NR2F2
SBF2
PTPRF
KDM2B


SRPX2
ADGRF5
ITSN1
MT-CO3
MAML3
RCSD1
TCF7L2
SSUH2


PLXDC2
F8
CD14
OLFML2B
LHFP
FLI1
RCL1
OR2L13


TNXB
CLEC14A
PTK2B
RPLP0
CNN1
MYO1D
ZFP36L2
DES


IGFBP6
ADAMTS9
MAML2
MEGF10
H3F3B
DENND2A
AKAP12
ELOVL6


MT-CO2
AC129778.2
GAB2
ST3GAL5
PCED1B
ARHGAP29
ADCY6
PDZD2


PARD3B
CPNE8
FYB
CHPT1
C11orf96
MRC1
MT1M
COBL


FBLN1
HIP1
PDGFC
XKR6
RBMS3
JMJD1C
AC002066.1
TENM4


RPS15
FLI1
ATP8B4
RALGPS2
ATP10A
TMTC1
PHLDB1
AGAP1


RORA
ST6GAL1
GAS7
MGC15885
LINC01568
IL7
FGD4
GATS


RPS27
APBB2
PTPRE
PLEKHA6
ITGA8
PTPN14
DLC1
RDH14


FBLN5
IGFBP4
MAP3K8
L3MBTL4
MYL6
SMTN
MAGI1
MPHOSPH9


PTPRS
CRIP2
SIPA1L1
RBMS3-AS2
WTIP
MLLT4
EYA2
PCGF5


COL5A2
ADIPOR2
PTPRJ
ENPP5
PTEN
TSPAN14
TACC1
ADCY9


SPRED2
PLXDC2
STX7
PRKX
PLN
TBX1
PRKAR2B
MLF1


CEBPD
TPM4
CCDC88A
RP13-143G15.4
SMTN
SH3BGRL2
ABCA1
TSPAN15


ARL15
MEF2A
CXCR4
VIT
KALRN
LHFP
CLMP
FMNL2


IGFBP3
SDPR
GNG2
GNA14-AS1
HES1
ADD3
MYO1C
TIAM2


ABCA9
ITGA6
SAMSN1
FAM49A
ADCY3
RPGR
BCKDHB
ZNF350-AS1


RP11-608O21.1
RALGAPA2
CD53
CTNND2
AC005358.3
PECAM1
TRPS1
PRKCA-AS1


S100A13
SPC25
ETV6
RP11-123M6.2
PPP1CB
RPS6KA2
ARHGAP20
FLNC


RPL13A
LNX1
C2CD5
HIF1A
PRMT9
ARL15
HSPB7
KLHL29


NCOA7
LIMS2
WDFY2
MT1M
ITGA1
EPB41L4A
AGBL4
THRAP3


FIBIN
MYOF
C1QB
TPBG
FIGN
PLEKHG1
ELL2
PPM1B


BMP5
PLS3
PSD3
LINC01239
LINC01088
PROX1
CDKN1C
RP11-115J16.2


ANTXR2
ARHGAP26
CLEC7A
MDFIC
JAG1
SRGAP3
FIGN
C1orf216


DUSP1
RBMS2
STK17B
SLC25A6
NTRK2
CD99
SH3KBP1
TBL1Y


RPL34
SULF1
RTN1
PPP1R14C
EDNRA
L3MBTL4
FASN
HMP19


UST
FRYL
ARRB2
ALDH7A1
EBF2
EMCN
MT-ND2
TNFRSF12A


RNF144A
LYST
CYBA
RPS5
PLCE1
CNTNAP3
AP000304.12
SVIL


MT-CO3
ITGA1
CPVL
DYNC2H1
CLIC4
HIP1
PPP1R12B
DEPTOR


TIMP2
EFNB2
ROCK1
C10orf54
RP5-857K21.4
CDKL1
NME3
RP11-252A24.5


LTBP2
CAV1
DOCK11
CH507-513H4.1
RASSF1
DNAJC18
FKBP5
PKD1L3


BMPER
PICALM
MS4A4A
ANKS1B
COL18A1
TRIO
ARHGAP26
LRRC2


IFITM3
RUNX1T1
TYROBP
RAP1GAP2
COL6A2
CLU
EMP1
LONP2


LRRC16A
RPS6KA2
B2M
BTG1
ACTN4
MDFIC
FERMT2
RP11-40109.4


LPAR1
SNHG7
SLA
ANTXR1
RAD51B
PDE7B
AOX1
NLRP1


CIRBP
MGLL
LPAR6
FBN1
SLC39A11
WFS1
TRHDE
CTBP2


COL1A2
FRY
C1QC
APBB2
FOS
EVA1C
APCDD1
SNED1


CCNG2
FCHSD2
TG
RP11-983G14.1
TBC1D1
PPP1R2
AMOTL2
OIT3


TCF7L2
CALCRL
SKAP2
PHLPP1
SMIM12
LYN
MIRLET7BHG
FAM126A


AGTR1
DACH1
P2RY14
SPARC
SLMAP
KIAA1671
HIPK3
NSUN5


BICC1
GFOD1
WIPF1
RP11-556I14.2
MYH9
C6orf141
AFAP1L1
TARID


PTGDS
CAV2
HLA-DRB1
TFDP2
ELL2
LAYN
AGFG1
AMPD3


PDGFRA
ICAM2
NHSL1
RP11-337C18.8
RYR2
PARD3B
LAMC1
COG5


RPL28
HMCN1
PHACTR2
ABLIM1
CPNE4
AC139100.3
MAST4
MURC


TIMP3
FBXL7
FNBP1
LONRF1
DGKB
DGKH
MAML2
PRKAR1A


XPO5
CTA-276F8.2
MGAT1
RP11-262H14.4
STEAP4
TC2N
SPARC
PTPRO


SLC9A9
NEBL
FOXN3
AC004053.1
CSDC2
CNKSR3
ZBED3-AS1
TMC1


ADH1C
PPP1R16B
ZSWIM6
NTRK3
SH3BGRL
SPTAN1
TUSC5
SLC10A1


RPS4X
TSPAN9
HCK
SYBU
FAM162B
CEP112
CYB5A
ATP1B1


ADGRD1
ACTN4
CCDC141
HIF3A
SPECC1
DSCAML1
ACER3
CD46


RP11-444D3.1
CMTM8
SH3KBP1
C14orf132
PLCB4
ERG
PSMA1
GPAT3


H3F3B
SPTBN1
JAML
MT-CO2
NFASC
FBXL7
APOL6
PCMT1


RPL10
S1PR1
LYN
TPD52L1
LGI4
CHST15
PQLC2L
EGF


CXCL12
CD93
ARHGAP18
DDX17
AC013463.2
KLF6
APBB2
ZNF146


RPS23
ABCG1
ACAP2
SRSF5
KCNJ8
ARHGAP26
OXR1
CTD-3252C9.4


RPL14
EDN1
RBMS1
CDK8
DOCK8
PIEZO1
GPT2
RP11-666O2.2


RPS27A
TM4SF1
CSGALNACT2
ZNF518A
LINC00702
NR2F2
MAN1A1
PLA2G12B


RPL15
SLC2A3
FCGR2A
GRAMD3
GUCY1A2
DSP
FAM126B
TBL1X


SHISA6
CXorf36
TPK1
ABCA6
GUCY1A3
NALCN
SNTB1
LINC01572


STXBP6
TGM2
TMSB10
BCAT1
LRRC16A
SNCA
FAM13A
FAM13C


PODN
FABP5
MYO1F
CD82
TNC
TIE1
C2CD2
SMTNL2


RP1-15D23.2
FABP4
ATF6
CLMP
DGKG
AOAH
TXNIP
CSNK1A1


RPL27A
ESAM
FCHO2
PARVA
SCN3A
ADAM9
FBXL5
RP11-580I16.2


CYR61
ST8SIA6
CERS6
MUM1
CCDC3
TMSB10
RP11-160E2.6
RP11-6N13.1


RP11-296E23.1
CCDC85A
BCAT1
RPL18
FABP5
LOX
ABHD5
HES1


SOX5
ADIRF
PDE4B
DIRC3
CAV1
RP11-759A24.3
ADIRF
TEAD1


RPL35A
CDH5
MCTP1
TUBB2B
SLC8A1
GYPC
PRELID2
OSBPL9


GFRA1
HYAL2
FOXN2
CTB-32H22.1
PHLDB2
SLC26A5
RASSF4
ESR2


CELF2
FGD5
HLA-B
SCARNA2
CDC42EP4
EHBP1
PXDN
CAST


RPS9
CD34
GRB2
WWOX
SYN3
HECW2
ATP2B4
RP11-118M9.3


RPS16
CSGALNACT1
LCP1
TPCN1
CD9
MAP3K3
IDH1
GRIP1


S100A4
HLA-DRB1
LRRC16A
KEL
STK38L
ART4
ARHGAP21
CNNM2


CILP
NOTCH4
TNFRSF1B
PROX1
EFHD1
ERICH1-AS1
STARD13
EEPD1


NUPR1
ITGA9
RUNX1
FGFR4
LBH
PCCA
TTC39C
ATPIF1


SERF2
CLU
CSF1R
FBXO42
ADCY5
MVB12B
DPT
FRMD3


PROCR
ITPRIP
PPP1R21
KCND2
ISYNA1
AC129778.2
DDX17
AC011997.1


B2M
ITGA5
SLC11A1
TEAD1
WFDC1
ICA1
TSKU
ARL5A


CTDSPL
KIAA0355
ARHGAP24
VIM
IGFBP2
CDH5
SEMA3A
H2AFZ


NAV2
MMRN2
IFI16
SLC16A12-AS1
RP11-499P20.2
SHANK3
PALM2-AKAP2
C16orf45


PKD2
ID2
ALCAM
PKNOX2
PICALM
TSTA3
PDGFD
MANSC1


CALD1
CDK17
ANKS1A
MT-ND1
CTD-2009A10.1
ITGB4
C1QTNF1
ATF1


KCNT2
C8orf4
FAR2
CNR1
APOLD1
KLHL4
CEBPA
LINC-PINT


LRP1B
PPP1R13B
CSF3R
SPTBN1
ZBTB7C
FAF1
MYEOV
PSMD6-AS2


RPS17
MYRIP
MDFIC
MEF2A
CREB3L2
RPL36
TGFBR3
LMTK2


FAU
TMTC2
AKAP13
PTCHD1
GJC1
EMP1
ADCY5
CTD-2537O9.1


NCAM2
CMIP
ELMO1-AS1
CBLB
SSBP3
EXOC6
SRSF11
OSER1


PCDH9
PIK3C2A
FCER1G
SLC25A27
BTG1
MAP3K1
MED13L
CLIP1


DDX5
LIMCH1
ADAM28
TRA2A
PKD2
SPDYE3
GTDC1
MORC2-AS1


USP53
STK38L
RNF130
SLC16A12
MARK1
RUNX1T1
MT-CO3
FSD1L


FGFR1
ENTPD1-AS1
CYTIP
CDK6
ARHGEF17
NUMB
GYS2
ARF6


RPS13
CCDC68
SP100
CIRBP
RP11-394O4.6
CD47
STK39
LRRC8B


RPS28
ELMO1-AS1
PLXDC2
TMX4
FRMD3
DAPK1
DCXR
SDC4


RPLP0
ADCY4
C1orf162
TMEFF2
CCNH
VIM
DIO3OS
TSPAN8


DDIT4
ELN
KIF13B
KIAA1456
SNTB1
CPNE8
USP24
ARG2


PLAC9
PALMD
DENND1A
PPP1R9A
NDUFA4L2
CXorf36
CLSTN2
KANSL2


LPP
GMDS
ALOX5
RPL15
ADGRF5
PDE4B
CCDC69
TM4SF1-AS1


SLC44A1
PPFIBP1
H2AFY
LINC01138
MTHFD2
CNN3
RP11-507B12.1
BCL2L14


RBMS3-AS3
CD9
MYO5A
CDK18
TNS1
PALD1
COBLL1
CAMSAP1


PI16
ENTPD1
AGTPBP1
SLC2A9
TSC22D1
GNAS
CISH
CNTNAP2


MYOC
HEG1
HLA-DPB1
CSNK1E
FRMD4A
SGIP1
VKORC1L1
OSBPL8


SLC25A6
IFI44L
C20orf194
PPP1R21
STK39
IRAK3
SLIT3
UBA6-AS1


RPS8
CAPZA2
RP11-1080G15.1
RPL10A
WDR45
NRP2
NRIP1
MGLL


RPL10A
SWAP70
NCKAP1L
TGFBI
ITPR1
MAML2
RGS3
IGF1R


NOX4
SORBS2
HLA-DRA
MCC
ROCK1
UVRAG
XIST
RBBP8


DDR2
CD59
NAIP
NOSIP
STXBP4
SLCO2B1
ADIPOR2
TSTD2


GNB2L1
CCNY
CCDC91
EGLN3
NR4A1
GIMAP8
RNF217
GATSL2


ZFAND5
HIPK3
PLXND1
RP11-712B9.2
SLC6A16
CTB-107G13.1
PARD3
CTD-2066L21.3


RPL7
PLPP1
SH3TC1
LEPR
SOD3
AC008937.2
RCOR1
APOBEC2


SCARA5
RP4-613B23.1
VOPP1
EIF3J-AS1
PDE4C
PHLDB2
RTN4
UBE2D1


DIO3OS
KLF6
NRP1
CCND3
TBX2
S100A10
COL5A2
FBXO32


RPS14
RFTN1
BMP2K
CEP112
PELI2
RP13-143G15.4
AZGP1
MYC


EFHD1
CD36
ATM
ACSM5
ACTG2
KLF2
IRS2
PACSIN2


MME
RPH3AL
TLR2
GNB2L1
VASP
SEMA3D
HERC4
RIF1


NLGN1
GNAQ
CLEC2D
TCEB3-AS1
ACTG1
CCND3
HEBP2
ARHGAP23


ZNF90
RAPGEF1
LYZ
TDRP
VASN
ABLIM3
LAMA4
SPPL2A


RPS25
ADD1
IL1R2
MET
MAP3K5
RP11-436K8.1
FAM199X
LAT2


CDO1
RAMP3
PLTP
NBEA
NTN4
ZMAT4
HIP1
PDE4DIP


PRICKLE2
HLA-DRB5
SARAF
ASB13
COBLL1
ARHGEF10
WDR41
PEX5L


SESTD1
RNF125
CTSS
RPL11
SNCG
REEP3
G0S2
ZC3H11A


LARP6
SHROOM4
MAP3K1
TMED10
ASAP1
GLS
KCTD7
DTNB


EEF2
KLF4
RP11-426C22.5
VDAC3
BCAM
GGT5
RSRC1
TNRC6A


PLA2G2A
MYO5C
CDC42SE2
EMP2
ADGRB3
NR2F1
FOXN2
POT1-AS1


PLAGL1
CCND3
CEBPD
ZC2HC1A
SRSF3
THSD7A
FAM214A
RP11-123B3.2


SDC2
HSPG2
FTL
SPRY1
OPN4
RBMS3
ACO1
SCN8A


CST3
FGF2
SEPPI
RBBP6
TTLL7
CADPS2
ABCD2
ST7


PLEKHA7
DGKH
ITGAM
CHST7
ASAP2
RAI14
AZI2
CENPP


RP11-160H12.2
ICA1
PAN3
RPL6
CSRP2
MPDZ
SLC25A1
RBFOX1


MT-CO1
SLCO4A1
PARP4
ADAMTS10
NRP1
PEAR1
PDXK
RC3H2


RPS15A
MGP
MIR181A1HG
RP11-160E2.6
LAMA4
LAMA4
EIF4EBP2
TTC39A


RPL7A
PLVAP
ITPR2
ATF7IP2
CNTN4
RP11-776H12.1
TJP2
B3GNT5


RPL30
PTGIS
STK10
NTN4
RP11-315E17.1
AUTS2
TNRC6A
RP11-169E6.4


RPS3
SYN3
RP11-277P12.20
DENND6A
RASL12
PALM
TAF15
THBD


CYP4Z1
TAGLN2
DPYD-AS1
ALDH1A1
AC097724.3
STX7
PCCA
ABLIM2


WASF3
NRP1
EPS15
C9orf84
AC100830.3
PPP3CA
TSC22D2
N4BP1


RND3
XAF1
SUSD6
CNTLN
ACKR3
PXN
TUBB6
ARHGAP6


RPS18
TSHZ2
SNCA
AC022182.1
SEPT7
PPP1R16B
ASPH
TRANK1


VCAN
DOCK6
DLEU2
SLC24A4
HEY2
DOCK4
MIR193BHG
CTD-2184D3.5


SIK3
IRAK3
CD68
CACHD1
CHD1
TJP1
STK24
ABCC4


EFEMP1
RPGR
RP6-159A1.4
RPS18
REM1
SKAP2
ZEB2
MEF2A


TXNRD1
ABCB1
FPR1
TUBA1C
AC002066.1
TUBB6
RP11-407P15.2
AC079790.2


UBA52
ABR
AGO4
SUN2
ANO1
ATXN3
HIVEP3
DICER1-AS1


OLFML3
PTK2
SIGLEC1
BCKDHB
MAML2
CRACR2B
ACADL
FAM160A1


RPL32
CD2AP
TRIM14
SRSF6
SDK1
KBTBD11
MT-ND1
LINC01504


SH3D19
CDC42BPA
MT-ND5
MAL
TMEM51
SMAD9
DDI2
TTN-AS1


SERPINF1
RNASE1
GSAP
PKD2
C9orf3
SH3D19
RP11-736K20.5
SLFNL1


DYNC2H1
PTMA
FAM65B
IFITM2
SLC2A3
TIMP2
JAG1
TRIM37


RPLP1
ATP8B1
REL
TMUB2
TGFB1I1
MT-ND2
ECHDC1
CDH15


SPATA6
MYO1E
LRRFIP1
CYBRD1
LAMA5
RP11-473M20.9
ZNF521
HSPA2


RUNX1T1
FOXP1
RHBDF2
CDC42EP4
PAWR
SULT1C4
DOCK11
KLHL8


WISP2
CDH13
DAPK1
DNAJB14
CASQ2
FGL2
PRICKLE2
RP11-46107.1


APOO
SHE
GPR34
NOTCH3
RBPMS2
CATSPERB
LINC01301
NUP88


CCNI
BMPR2
MAF
WEE1
NHS
LAPTM5
GYG2
KIAA0232


F3
EMP1
TNFAIP8
ANKRD28
FBXL3
RNF38
CSAD
SLC30A4


FMO2
NOSTRIN
CROCC
PDP1
MAP4K4
KAT6A
ENPP1
EGLN3


HIF3A
NUAK1
CDK6
SEMA3C
TMEM184B
CABLES1
PPP3CA
CAMK2A


SLIT2
RGCC
ST6GAL1
GRIK4
RGL3
FCHSD2
RP11-286B14.1
LSM7


RPS24
FAM107A
ITGB2
ZBTB20
MYOF
ODF2L
TTC38
CKAP5


RPLP2
RASSF1
RPS19
GNA14
AOC3
DOCK6
RNF144A
FUNDC2


BDNF-AS
MYCT1
MVB12B
MT-ND2
MFGE8
ADAM10
THSD7A
MYBPC1


PIK3R1
RAPGEF2
RASA2
CTD-2201G3.1
LDB3
KIAA1456
ECHDC2
PHTF1


CYP4X1
RP5-1101C3.1
HLA-C
TENM4
AC008440.5
HIVEP3
IL1RAP
BEAN1


SDK1
IFNGR1
RP11-452H21.1
ZNF536
ARPC5
CCDC102B
SLC16A7
PRPF8


RP11-210L7.3
NAV1
ST8SIA4
GLI2
ARHGDIB
FAT4
AGMO
ENAH


RPS19
GIMAP4
CMTM7
RHOB
CYCS
MAP4K2
PQLC1
SMG1


FN1
PODXL
PDE3B
HS3ST5
FLT1
USP31
STAT5B
EXOSC5


RPS6
CPAMD8
TGFBI
RPS27A
ZNF704
PTPRK
FAM20C
PPP1R13B


APBB2
GUK1
IL13RA1
EFHC1
KCNMB1
LINC01006
SEMA3C
PPP2CB


MEDAG
SH3BGRL2
SMCHD1
RTKN
GPAT2
TGFBR3
ITGA7
PFKFB3


MMP14
DENND3
NPL
RPS19
TEX41
SYN3
PHLPP1
FAM73A


RPL8
ACKR1
GPR183
SPICE1
B2M
NOD1
IRAK3
SRP72


RPL18
PRKX
CD163L1
EEF2
SYTL2
INPP4B
TBC1D5
ARFGAP3


LUM
SPRY1
LCP2
ZEB2
PTMA
SH2D3C
ALDH2
CTC-518B2.10


UAP1
PKP4
TFEC
LPIN3
SLC16A12
TRIOBP
CDC37L1
PLXDC2


GRK5
ADAM15
IL18R1
XYLT1
RP11-665G4.1
GNG11
CCDC107
CACNA1F


HS3ST1
MYO1D
GTDC1
RPS3
LINC00989
BMS1P14
PTPRM
IL1RAPL1


VGLL3
EXT1
ENTPD1-AS1
APP
PAG1
DPYSL3
C10orf11
MIR193BHG


PQLC2L
PLXNA2
VCAN
STARD3
NBL1
PKN2
MT-ND3
PCDH11X


EYA2
LRRFIP1
CPNE8
MTHFD2
NMNAT2
DKK3
HSPG2
ZNF124


RAMP2-AS1
ZNF385D
TYMP
GMCL1
MYADM
GNAT3
RUNX1T1
MLIP


PDZRN4
LMBR1
NLK
MT-CYB
NUDT4
TJP2
AR
ANK3


ARMC9
RPS6
HERPUD1
HIP1
GADD45B
FAM84A
RP11-1101K5.1
DGKD


C10orf10
LRRC1
AP000476.1
MT-CO1
RAPGEF2
PARP4
MMD
LRP11


RPS7
SH2D3C
PTPN2
UGCG
COL4A1
ADGRG3
AIFM2
DIP2A


RPL19
ACTN1
GLIPR1
MAGI2
LTBP1
SPATA6L
C10orf10
UBE2G1


SELM
WARS
FCGR2B
DIRC3-AS1
GRAMD3
ADIRF
BMP1
RP11-532N4.2


MTSS1
RP11-638I2.8
IFNGR1
BBS7
NPY1R
TM4SF1
DHRS3
MXD1


RPL36
ITPR2
IL10RA
RPL13A
PRR16
TACC1
CAT
DDX18


SPRY1
SLCO2A1
MANBA
TRIM56
DPY19L2
MBOAT1
HRSP12
RP11-350J20.5


RP11-39M21.1
TMEM204
RB1
MT-ND3
P2RY14
KLF3
RP11-729L2.2
PGM2


APP
SERPINE1
ENTPD1
CLIC4
RGCC
TLE1
GTF2I
NFKBIA


CD99
SHANK3
IGSF21
S100A6
XKR6
MT-ND4
HSD17B4
RP11-513G11.4


RPL6
LRRC32
CEP170
HDAC2
FER
NR5A2
SRGAP1
FGF13


CD81
MMP28
ASAP1
ST5
LAMA3
SMOC1
PHLDA3
WWOX


DPT
STX12
CLEC12A
PPP1R16A
SLCO3A1
TCF7L1
HILPDA
ANXA8L1


RPL29
UVRAG
DLEU1
MKRN3
COX4I2
VPS13C
WDFY2
RP4-680D5.2


ZBTB20
PLAT
FAM117B
TAB2
LURAP1L
PDGFC
SRPX
RADIL


RPL23A
ARFGEF2
PAG1
MFSD6
GPRIN3
TM4SF18
MEST
FILIP1L


RPL35
BST2
MKRN3
SOX13
LIN7A
GNG12
RP11-39404.5
TRIM44


BMP4
PKN3
C3AR1
NHLRC3
MDM2
F8
PCK1
CACNA1A


KCNH1
LIMA1
CHN2
SRGAP2
PTH1R
BBS9
CEPT1
CCDC178


ITIH5
TUSC3
ARSB
CHIC2
KLHL23
PTPRB
F3
PIK3C2G


UGGT2
CXCL2
PREX1
SESN3
ARHGAP6
AGFG2
APBB1IP
GIPC1


RPS11
BMP6
TBC1D5
WASF3
CBR4
KLF4
CRLS1
RP11-434D9.1


TENM1
GRASP
MIS18BP1
CELF2
HLA-C
SCNN1B
ECE1
LINC00276


PGF
MAP2
CSF2RA
ZNF862
RASGRP2
NBEAL1
RP5-857K21.4
CLDN12


ECE1
PCAT19
NPC2
MT-ND4
FCHSD2
GNG12-AS1
PIM3
AC009264.1


TC2N
RHOB
LST1
SLC27A6
ENPEP
BCL7C
WASF3
RTN3


PHLDB1
IFI16
CTSZ
CLK1
PDK3
SPTBN1
INTS6
ENO3


MT2A
RP11-362K2.2
NCF4
H3F3B
TESC
TSHZ3
PCED1B
RC3H1


LAPTM4A
EEF1A1
HLA-DRB5
RBL2
RP11-35G9.5
INSIG2
FGF2
AC005281.1


ADAMTS5
APOLD1
AHR
N4BP2L2
NR3C2
RP11-130F10.1
AC129778.2
SDK1


S100A10
MCF2L
MEF2C
CGGBP1
RP11-156K13.1
HLA-A
YWHAZ
CCDC181


RPS20
CRIM1
ARAP2
GARNL3
NDE1
RP11-290H9.2
CDH23
EGFL6


COL15A1
PPARG
ST6GALNAC3
RP11-27M24.1
RERGL
FRMD6
CACHD1
AC058791.1


RP11-553L6.5
HLA-DRA
STAT6
SPIN1
ESAM
PVRL3
ADAMTS15
ESPN


RPS5
RP11-35G9.5
EPS8
MOCOS
TMEM184C
MAP4K5
BTBD11
AJ006998.2


GAS1
LY6E
NABP1
SUPT16H
GAS6
THSD4
ACOX1
PRNP


NFIA
GRK5
AP2A2
RPL28
ITGB1
DOCK1
TTPA
STAG3


RP11-289H16.1
GNB1
ARRB1
FAS
CD151
TMEM241
MIR4435-2HG
FOXN4


PLEKHH2
STOX2
DIP2B
ZKSCAN1
MPPED2
VPS50
ORC2
ARL17A


TMEM204
RAPGEF3
PRKCH
CDC16
AC140912.1
MIR4435-2HG
PEX11A
PLCD4


TIPARP
RP4-678D15.1
UTRN
RP11-793A3.2
ELOVL5
DANT2
CDC14B
NKAIN2


S100A11
FAM196A
CD84
MXRA8
TJP1
KCNN3
BANK1
INPP4A


RP1-193H18.3
CHSY1
TAOK3
ZNF33B
PGM5
RFTN2
DDX5
USP38


EIF4A2
HEY1
ATF7IP
RPS8
ITM2C
CDK6
LVRN
LINC00534


KAZN
GIMAP8
FOS
GS1-433024.1
EDIL3
IGFBP4
LGALS1
TBC1D4


WIPF1
NDRG1
RNASE6
PAPSS1
CD36
RP11-289H16.1
AASS
TRIM72


MTCH1
RPL3
ATP2B1
NLGN4Y
NEURL1B
CCDC53
PRRC2B
PAWR


DSE
RP11-314N13.10
ATG16L2
MED22
MAP2
DUSP1
LCORL
ARPC1A


THBS4
ITM2B
MEF2A
PSMD5-AS1
SPINT2
STXBP6
LDHB
RGS7BP


NFKBIA
CA8
CYTH1
RP3-508I15.14
CACNA1A
PRKCZ
C1QTNF7
MFAP3L


ADD3
GALNT18
MPPED2
ANKRA2
RANBP3L
SCN3B
PKD2
PIK3R3.1


SDCBP
NR4A1
FGL2
GAS2L1
RNF180
MED13L
OXCT1
AVIL


MT-ND5
RHOC
LRRK2
TMX3
SLC25A6
OSBPL5
MAPK14
SMPX


FAM162B
PLSCR4
RNF13
ZBED3-AS1
CLSTN2
CTDSPL
RDH10
C5AR2


RPL21
TMEM88
EPB41L3
PLEKHA5
RP11-626H12.3
MYH10
MGST3
TDRD5


PTMA
RNF115
HLA-DQB1
RPS6
PLCL1
MYCT1
MCAM
JADE3


RBPMS
BTG1
POU2F2
ODF3B
PDE1A
GJC2
KCNIP2-AS1
GGA1


C1RL
GNAI2
ZCCHC2
STARD13
SEPT4
SV2B
MIR22HG
NFE2L1


SLC1A5
DNAJC18
HIF1A
TRIM55
CNR1
RAP1GDS1
AFTPH
DHX29


LIFR
SAMD12
CD44
PDCD6IP
POGZ
ZNF83
DNAJC1
EGLN1


CALCRL
FGD4
SHTN1
N4BP2L1
CACNA1H
ELK3
APPBP2
ZNF215


FYN
MTHFD1L
RAP1A
VAMP5
RAPGEF5
CD9
AHCTF1
RP11-505P4.7


AMPH
GNG11
ADAP2
POLA2
GUCY1B3
RAB6A
RP11-210L7.3
SEPT9


PSAP
RARB
ARL15
CCZ1B
NBAT1
SLF1
RAB1A
TNPO1


RPL38
YES1
PABPC1
HTR4
GPRC5C
TMEM87B
VEGFA
RICTOR


DENND2A
COL8A1
AKR1A1
RPL32
AKT3
ADAM19
IL16
TRIM63


PDGFD
PHACTR2
ZDHHC20
CALD1
PEAR1
AGPAT4
AC108142.1
XPO1


RPL23
NOS1AP
TNFRSF11A
SCAMP3
TRAF5
ELF2
CLMN
GPR176


RPSA
IFITM2
ADGRG6
FNDC4
PRDM16
MSRB3
BMS1P14
RALYL


RPL12
ITSN2
SNX2
TASP1
RP11-1000B6.3
FRYL
PITPNB
METTL7A


PLEKHA5
MEOX2
CAB39
NRSN2-AS1
SMIM3
TMOD2
DDR2
SH3GL1


WBP5
GSN
CD4
ZNF521
ATP8B1
MTHFD1L
DGAT2
ZSWIM8


NACA
PDCD4
MED12L
RPL21
ANKRD37
IFT122
CAV1
MYO3B


ADH5
PLCXD3
DOCK10
AC092839.3
CSRNP3
LDLRAD4
AKR1C2
FAM118A


TMA7
RPL36
RP11-16C1.3
RP11-197K3.1
GRID1
HMCN1
RBP4
UNC45B


PCOLCE2
MCC
WDFY4
SMIM3
CSPG4
YES1
GNG2
JAKMIP2-AS1


ERRFI1
GIMAP7
CR1
AC098617.1
HLA-B
KIAA1033
GNG12
RP11-184M15.2


NBEAL1
IPO9-AS1
MAP2K1
SECISBP2L
JUND
MT-CO3
RAB2A
UBE2K


HSPG2
ARAP3
RNF175
WDR11
ITPRIP
PLEKHA7
FAM49B
GRID2


ARHGAP21
TCF4-AS1
SIRPB2
RP11-517I3.1
ECE1
EEF1A1
MCCC1
COL0


ANGPTL1
KIAA1671
CH507-513H4.1
TUBA1A
BTG2
PELI1
MT-CO1
TPST2


PTEN
RUNDC3B
PPP3CA
TBRG1
CDC42
IQSEC1
PFKFB1
OSBPL6


RPS12
ATP10D
KIAA1551
ASNS
L3MBTL4
PARVA
LRP1
NDRG2


H2AFJ
CYYR1-AS1
SPIDR
ABCA1
CNN2
PSMG4
DIRC3
XIAP


KIAA0040
SPTAN1
HAVCR2
C9orf3
PALLD
LMO2
PDHX
MRVI1-AS1


AZI2
AKAP12
TBC1D22A
SLC9A7
MAP1B
CD59
LINC01239
FAM221B


EPS8
SOX17
ATP11A
CXCL14
ILK
STARD8
HACD1
RP11-693J15.5


OOEP
JUNB
CCR1
TGFB2
AVPR1A
SYT1
LINC00869
CTD-2515A14.1


C6orf48
KALRN
ZCCHC6
GREM1
KIF13A
MXD4
EXOC1
OMG


SMIM3
CNOT6L
SPI1
PTGFR
FBLIM1
AKT3
LINC00623
THRA


ITGA5
TMEM184B
NBPF19
EXOC3L4
MGP
RAD51B
NTRK2
TPCN2


TRPC1
MGAT4A
KIAA1468
WDR35
RP11-203L2.4
FAM43A
PVRL3
LAGE3


DOCK1
RP11-767I20.1
FCGR3A
UTRN
CTD-3239E11.2
FLNB
GCLM
C7orf31


ZEB1
EML1
NOTCH2
FANCL
ENTPD1-AS1
PML
URGCP
RP11-24I21.1


ACVRL1
BAIAP2L1
FPR3
WASF2
CIRBP
RAB5A
FTL
PRKCA


PDGFRB
PARP14
FYN
POGZ
C1QTNF1
LINC01515
OXSR1
DDX11-AS1


ACADL
TSPAN14
ARID1A
CTD-2532K18.1
EPN2
TXNL4B
NOVA1
EIF3B


MMP3
FDPS
ID2
AIG1
SOX13
POF1B
SCP2
DENND2C


PDK3
ZNF366
FGR
ATXN3
ATG16L2
CSNK1E
PLEKHM3
AC098617.1


EMP2
TANC2
EPSTI1
TMEM243
FAM213A
CHIC2
ZSWIM6
MTO1


NIPAL2
IL4R
HLA-A
ARMC9
HCFC1R1
PDE2A
ZNF518A
RP11-77K12.1


GPX4
JAM2
HLA-DPA1
SPATA6
ZFAND5
SCN3A
RNF168
CD81-AS1


PDGFRL
ABCC4
AP000304.12
HS3ST3B1
TSPYL1
ENOSF1
ESYT1
ALX4


MAGI2
SMAD6
PCED1B
ABHD17B
CASC15
COBLL1
HMGB1
NXN


MAP1LC3A
PTRF
KLHL2
AC037445.1
MT1M
SNX16
SEPT11
VSIG10


IMMP2L
RPS27A
PRMT2
UPF3B
ATP6V1G1
RECK
JAK2
RP3-453C12.15


DPYSL2
FAM65B
CORO1A
INSIG2
FSTL4
YWHAQ
HIF1AN
TOX


STK24
ASAP2
RASSF3
LINC01481
ZNF385D
TRPC4AP
EPB41L1
RP11-1060G2.1


LMO3
HSD17B12
GPX1
HEYL
PTMS
LINC01443
ORAOV1
SGF29


WDFY3
CNTNAP3
GRN
HYKK
MICU3
CRIM1
CFLAR
MGAT4C


COL3A1
MTUS1
C22orf34
RPS12
DTX3
CD151
ZNF704
LINC01479


SLC39A14
ADAMTS6
NUMB
CCDC67
ID4
IQCK
MTMR3
DMGDH


WWOX
WSB1
CBL
NABP1
LGALS1
WSB1
ACVR1C
TMC8


STEAP4
GPIHBP1
DRAM2
FAM196A
FADS3
ROBO4
APMAP
CPEB1


HTRA3
ARHGEF10
CD86
DENND6A-AS1
CAMK2G
SOCS2
STAT2
RP11-156P1.2


MED13L
CEP112
C10orf54
RP3-399L15.3
DOCK1
GRIA1
TOP1
ULK4


BAIAP2L1
RBMS3
KCTD12
TSC22D3
RP11-157I4.4
STON2
GDAP2
FSD2


MT1G
ZFP36
PSAP
HSD17B11
CBX7
TMTC2
CABLES1
AF127936.9


HMCN2
LAMA5
BIN2
EBF3
ENTPD3
ANKIB1
TNIP1
CTC-308K20.1


RPL37A
PTMS
MAP3K5
RP11-692D12.1
HAPLN2
KLHL2
NNT
AFAP1L1


NLGN4Y
RP5-965F6.2
PPP1R12A
RP11-379B18.6
ELN
MAML3
MIDI
SLC20A2


ABCA9-AS1
SNCG
CNTRL
ATOH8
RP11-152K4.2
SRGAP2C
HEXDC
CTD-2552K11.2


ZFP36
CDC27
SLC2A13
LURAP1L-AS1
PRKCDBP
NFIB
ITGB1
AC009299.2


GLI3
ZBTB46
SRSF7
CCDC122
RBMS3-AS3
EPHA2
CYP4B1
WIPI1


LAMC2
PELI2
SPRED1
CASD1
SH3RF1
GPR146
RP11-83M16.5
HSF1


MKL1
S100A10
CHKA
MAGED1
STAMBPL1
ANKDD1A
SMIM3
ETS2


RP11-138I17.1
RB1
BLVRB
SNHG7
HS6ST3
PKP4
TNK2
YTHDF2


MFAP4
IFI6
ARPC1B
RP11-544A12.4
PACSIN2
RP1-90G24.10
SCRN2
STARD7


SAT1
CHN1
SLC8A1-AS1
ZNF701
ITM2B
APBA2
ITPKB
MPP7


RTN4
FNBP1L
MEGF9
DOCK8
ST6GALNAC6
EDNRB
DDA1
SNX10


PLXDC1
CTNNB1
KCNAB2
TSHZ3
OR51E1
ZNF33B
BMPER
COL13A1


BTF3
ARHGEF3
FAM49A
KCNQ1OT1
ATF4
PEAK1
PECR
ABHD15-AS1


DDAH2
C22orf34
TTYH3
PCDH7
ZEB2
DTX4
PYGB
ATF6


FAM198B
FOXN3
DIRC3
FAM81A
TPM2
ITGA6
CAV2
DPP6


PLEKHA6
KAT6A
SERINC5
TBCEL
HIGD1B
NTAN1
SP3
CCDC86


MXRA8
GJA5
ADCY7
HNMT
TASP1
ANXA4
RAP1GDS1
DMD


GPNMB
PLEKHA7
DPEP2
FAM129B
VIPR1
CCNY
WDR20
EXD3


OSR2
CD151
TMEM2
SLC47A1
FHL2
ZBTB46
PER3
TMEM105


RP11-563P16.1
JAG2
FMNL1
FMO5
ARHGAP44
FLT4
CCDC91
BACH1


SYTL4
CLEC1A
TANC2
TBC1D16
MYO10
PPM1F
ACER2
RP11-452K12.7


RP4-678D15.1
VEGFC
CTD-2282P23.2
LINC01482
FAM46B
LRRFIP1
USPL1
TRPV2


JUND
BCR
SLCO3A1
OTX2-AS1
PDE1C
SPPL3
ZNF148
ARMC2


ELMO1
FRMD4A
NUDT16
MIRLET7BHG
TWSG1
HID1
SIK2
TTL


RPL27
S100A16
SLC2A9
ZNF330
MOB2
FBXO42
ASS1
HNRNPD


AFF3
PLCG2
LRRK1
EMID1
PDZRN3
HECTD2
SUCLG2-AS1
PRDM2


ECHDC2
NR5A2
EMP1
SRP54
PTPRD
RNF144A
MEIS1
TBC1D19


SMIM14
LHFP
HMHA1
REPS1
PLEKHG3
RAPGEF5
RBBP6
ACTG1


ADAM33
NFKBIA
SH3BGRL
EPC1
AIG1
FAM73A
CKB
FAM171A1


ALDH1A2
MT-ND4
RFWD2
GGNBP2
GNAO1
DGKE
PICALM
LAPTM4B


PDE1A
PCSK5
ZNF846
TSPYL2
RSU1
TRA2A
UBE2E2
ANTXR1


AC018890.6
CX3CL1
IL17RA
KCTD3
EHD2
KLHL3
FER
RP11-573D15.2


AP3S1
LRRC8A
FOLR2
ENOSF1
SH3KBP1
C1QTNF3-AMACR
SRPX2
TLCD2


CYP1B1-AS1
ATP1A1
COLGALT1
RHOBTB3
EIF4A2
PAPLN
MT-CO2
NR2C2


SPSB1
MEF2C
THEMIS2
CCL2
VIM
ANKRD6
SLC25A43
SRPRB


MAMDC2-AS1
BMX
WASF2
RSRP1
COL27A1
TSPAN9
AACS
PIEZO2


ATP1A1
DGKE
ETNK1
VRK3
UNC5C
BMP2K
PIEZO1
STAB2


EEF1D
RPS18
SLC4A7
ESR1
SELM
FABP4
HACD2
RP11-545G3.1


EID1
SLC35G2
ADGRE5
PLOD1
WSB1
EPN2
CSPG4
RAF1


RPL37
UBC
AFF3
RP5-903G2.2
ARHGAP42
GLT8D2
SLTM
KLHL15


CSTB
KCTD12
PLEKHA2
CACUL1
NMD3
FAM102A
PRPF3
RP11-518L10.5


AKAP12
NLRC5
DRAM1
SARAF
IQCJ-SCHIP1
LYST
ITGB5
PARK2


TASP1
CYTH1
ATG7
THRA
ZFP36
CREB5
ADRA2A
CNTN4


LSP1
ZNF264
ZC3HAV1
EXT1
BGN
SMURF2
ELMOD3
MMP20


RASSF4
RNF144B
FCGRT
ANO10
ADAMTS15
FAM189A2
PPP2R2A
ERBB2IP


EMP1
HERPUD1
ZNF562
PCM1
ANXA6
NPEPPS
ACSS3
HELB


MT1E
HECW2
CYTH4
COMMD2
EMILIN1
BAZ2B
UGGT2
FAM104B


MPZL1
PARP9
NCOA2
MLLT3
SERTAD3
TNKS
LINC00909
NEB


NGFRAP1
MIER2
CTTNBP2NL
ITGA9
OSBPL5
AC108938.5
FGF1
ANKRD52


CYTH3
GATA2
RASSF2
PIK3R1
OAZ2
EFCC1
CD151
POLR1C


PAK3
HLA-DQB1
WDFY3
FGF1
A2ML1-AS1
GRIN2B
COL15A1
NUP54


FER
PPM1D
FAM196B
TAF15
RBBP6
FANCL
ARHGAP29
RBM20


KLF9
PIK3C2B
ARHGAP31
ASAP2
RP11-403A3.3
TXNIP
NET1
RP11-871F6.3


ADAMTSL3
ENPP2
ACER3
A1BG
FOXC2
SMARCA2
HEPACAM
RP11-648L3.2


PRKAA1
PLSCR1
LYST
GBP2
TANC1
HDAC7
RBMS1
MTHFD2


SLC2A13
FXYD5
RP11-289H16.1
NEK7
LINC00670
RP11-184E9.1
MON2
HLX-AS1


TOMM7
REEP3
CTSC
ST8SIA1
CLIC1
PTBP2
SLC7A6OS
RP11-20E24.1


PCOLCE
STK38
CMKLR1
ANKRD13D
RP11-466A19.3
RERE
BCAP31
REEP5


SLC12A1
MAP3K1
TLR4
DEC1
PALM2-AKAP2
FAM213A
PIKFYVE
RP11-775H9.2


MEG8
NES
MPEG1
RPL7A
LAPTM4A
SLC12A6
FAM35A
CUTC


PTPN9
NOD1
NHLRC3
TMEM45A
TBL1X
AGMO
AIMP1
MAP7D1


ISLR
CHSY3
TRERF1
RHD
PTP4A3
RP11-96H19.1
ATF4
MIOS


STK17B
HPCAL1
ADPGK
ZNF37A
AKAP12
PDE9A
DSEL
RP11-689B22.2


PTPN13
SULF2
CD247
RPL7
ZFP36L1
ITSN1
SLC3A2
NOM1


ODF2L
COBLL1
PSMA1
CHRDL2
SYNPO2
NPAS3
ANTXR2
CTC-338M12.7


CYB5R3
OSMR
ARHGAP25
UST
SIPA1L1
CHST12
NAT8L
ETHE1


RHOBTB3
SMAD1
INPP4A
RNF20
TMTC1
HNRNPA1
EPB41L2
ZFAND3


ADAMTS9-AS2
TPST1
TLR1
RPS17
PHACTR1
LINC01197
MT-CYB
HK2


CPQ
RAPGEF4
WDR36
FAM13C
NME3
FGD5
SLC2A4RG
PHKA1


BZW1
MT-ATP6
LRRC25
HSCB
SRSF5
PAWR
MCCC2
RP11-666A8.8


COX7C
KLHL5
PLD3
LRP4-AS1
IGFBP4
NFATC1
SELENBP1
POLG


EMX2OS
AL035610.2
CLEC4E
ZFAND5
ITGA7
DCDC2C
FUBP3
B3GLCT


TMSB10
ANKS1A
PLEK
TUBA1B
ADRA2B
PREX2
AC004160.4
AC009120.4


MT1M
MAST4
ATRN
CTA-243E7.1
SH3RF3
KIAA1109
AC002117.1
EAF1


SRSF7
WNT2B
SMARCA2
IFT122
CENPO
RINT1
DUSP4
GRIN2A


RBMS1
BCAM
PIK3AP1
PPP1CB
EIF4A3
PIK3C2A
MAP3K8
DHRS7


WSB1
IGF2
EVI2B
PDE1A
CBL
TCF4
ADCK3
RP11-348J24.2


PCSK5
RPL8
RGS1
EIF1
ITGA3
NXN
MPP6
HPGDS


ZFP36L1
MGST2
EDA
MED6
TUBB6
FDPS
UBAC2
RP11-472M19.2


SOCS1
TM6SF1
ARHGAP30
ZNF512
FOSL2
TTF1
EIF4EBP1
ASB15


CTTNBP2
KCNMB4
HMGB2
XXbac-BPG154L12.5
SLC16A12-AS1
RP11-274B18.4
WBP1L
RP11-649A16.1


PMP22
MYL12B
LEPROTL1
NAV3
RP11-223C24.1
RPL27A
TWIST2
SAE1


SRSF5
KIAA1462
HCST
CTDSPL
ZNF141
STARD3
KLHDC10
HOOK2


SOD3
THSD7A
FGD4
RP11-39E3.3
NCKAP5
FAM179B
HSDL2
ITPKC


TBRG1
CDC42EP3
ITK
HMGN3
EMD
RP11-522B15.3
DDHD2
EIF2S2


TSKU
PRDM16
EAF2
IL1RAP
BRD3
TMSB4X
MGAT3
RP11-356C4.3


CH507-513H4.1
OSBPL1A
SKAP1
USP12
LINC00924
CCDC39
UPP2
LINC01090


TSHZ2
PGM5
EMILIN2
KRIT1
SLC6A1-AS1
PRELID2
PAXBP1
TAF13


LONRF1
PDE10A
ALOX5AP
TRPS1
DLGAP3
CEP162
FAM89A
C16orf70


TEX26-AS1
FZD6
LGMN
COPS4
PARM1
FAM188A
AKR1A1
RP11-382A20.3


GRINA
MT-CO1
CAP1
PPP1R14B
SIK3
GMDS-AS1
ASCC2
PIM1









In some cases, the nucleic specific genes may be one or more from Table 2A. In some cases, the nucleic specific genes may be one or more from cluster 0 of Table 2A. In some cases, the nucleic specific genes may be one or more from cluster 2 of Table 2A. In some cases, the nucleic specific genes may be one or more from cluster 6 of Table 2A.









TABLE 2A







Single Nuclei CST Preparation (Myocyte clusters)














cluster
gene
tstat
log2FC
pval
pval_adj
percent_exp
mean_exp










Cluster 0 Myocyte














0
PDE4D
68.61958313
3.992664337
0
0      
0.967267869
4.170296669


0
NEB
60.71369934
3.662475586
0
0      
0.930193721
3.643766165


0
TRIM63
59.33517075
3.742561579
0
0      
0.846025384
3.243874311


0
MLIP
58.93635559
3.47367835
0
0      
0.889111556
3.172783613


0
EYA4
55.55070877
3.397393942
0
0      
0.849031396
3.009150505


0
FBXO32
54.86566925
3.569988489
0
0      
0.837675351
3.382109642


0
TBC1D8
52.62391281
3.153393269
0
0      
0.850701403
3.057489872


0
TTN
51.73801422
3.044782639
0
0      
0.952905812
3.547366619


0
GBE1
49.94226837
3.167587519
0
0      
0.815297261
3.117704391


0
DMD
49.35060501
2.847150564
0
0      
0.96492986
3.827222109


0
SVIL
47.18991089
2.904101849
0
0      
0.898129593
3.341062546


0
RP11-362A9.3
47.18364716
3.238517046
0
0      
0.811289245
3.294064522


0
TPM3
46.39105988
3.049887419
0
0      
0.771543086
2.781247139


0
CAP2
45.9341507
3.008091688
0
0      
0.774549098
2.927838326


0
ATP2A2
44.59591675
3.308048248
0
0      
0.63760855
2.562462568


0
ACACB
44.018116
2.811622381
0
0      
0.822979292
2.974886894


0
ALK
43.55496216
3.329214334
0
0      
0.63259853
2.734760284


0
RYR1
42.47189713
2.804944515
0
0      
0.753841015
2.777573586


0
TP63
42.26844788
3.15656805
0
0      
0.650300601
2.813651323


0
ABLIM2
41.95310974
2.872680187
0
0      
0.704074816
2.660443783


0
MYPN
41.42292023
2.770480633
0
0      
0.749832999
2.786068439


0
RP11-64D24.2
40.76169586
2.612731934
0
0      
0.775551102
2.945263147


0
MPV17
40.67562866
2.876346111
0
0      
0.664662659
2.56467247


0
ARPP21
39.77843475
3.256039619
 2.0651E−300
 2.1115E−297
0.558784235
2.59334445


0
PDLIM5
39.75080872
2.490196943
 8.8954E−305
  9.459E−302
0.864395458
3.186439991


0
AKAP6
39.35155869
2.991283417
 1.9249E−297
 1.8276E−294
0.603874415
2.548902988


0
MYBPC1
39.20515823
3.137567759
 8.9187E−299
 8.7813E−296
0.722110888
3.852462769


0
RBFOX1
38.94123459
2.669104815
 1.2489E−295
 1.1449E−292
0.72745491
2.866345406


0
CEP128
38.81991577
3.645617485
 7.3978E−283
 6.1457E−280
0.500334001
2.921466827


0
KCNQ5
38.47585297
2.843467474
 2.0171E−288
 1.7298E−285
0.677020708
2.960836172


0
PEX5L
37.77213669
2.878014803
  1.056E−277
 8.5068E−275
0.631596526
2.915778637


0
OBSCN
37.49141312
2.753453493
 2.0501E−274
 1.5571E−271
0.625918504
2.571044445


0
PDLIM3
37.36595154
2.817101479
 1.0131E−274
 7.9212E−272
0.740480962
3.453696012


0
TACC2
37.3216362
2.705667734
 1.7152E−272
 1.2666E−269
0.638276553
2.676099777


0
PPARGC1A
37.22993851
3.233568192
 6.8656E−266
 4.5629E−263
0.511022044
2.525043964


0
GPATCH8
37.20300293
2.288942337
 1.9841E−272
 1.4256E−269
0.813627255
2.974091291


0
TRDN
36.98090363
2.610836983
 1.2075E−269
 8.4472E−267
0.710420842
3.004619598


0
CPED1
36.93974304
2.763715506
 3.8208E−267
 2.6044E−264
0.626252505
2.790329218


0
MAST2
36.46698761
2.58582592
 1.0657E−261
 6.7451E−259
0.63493654
2.527561665


0
TPD52L1
36.42673111
2.998893261
 4.7525E−258
 2.8713E−255
0.539412158
2.474223375


0
SPDYE2
36.29946136
2.371098042
 7.1034E−261
 4.3915E−258
0.743486974
2.923092842


0
RIF1
36.12831116
2.629807472
 1.9652E−257
 1.1609E−254
0.634602538
2.737119198


0
CTNNA3
35.98176193
2.551259518
 8.8935E−256
 5.1397E−253
0.640280561
2.566310883


0
HDAC4
35.82993698
2.479841471
  3.258E−254
 1.8428E−251
0.665664663
2.670019627


0
USP54
35.71902466
2.561039448
 3.0246E−252
 1.6409E−249
0.626920508
2.570672035


0
UBE2E2
35.47087479
2.224067926
 2.8144E−250
 1.4964E−247
0.781229125
2.843953609


0
EMC10
35.41286087
2.820920467
 1.4267E−249
 7.4369E−247
0.731128925
3.464151621


0
PDE4DIP
35.1595192
2.108855247
 1.4979E−245
 7.5133E−243
0.841015364
3.000817537


0
GTF2IRD1
34.65812302
2.573727369
 1.5297E−238
 7.5308E−236
0.594522378
2.535318613


0
KCNMA1
34.53581238
2.809384108
 2.2654E−235
 1.0754E−232
0.541082164
2.53961134


0
PDE7A
34.36991501
2.392346621
 5.5005E−236
 2.6586E−233
0.655978624
2.580513477


0
NEXN
34.2109642
2.270653009
  3.336E−234
 1.5558E−231
0.778223113
2.974342346


0
SLC16A10
33.82657623
2.553561211
 1.1572E−228
 5.2143E−226
0.598530394
2.597869158


0
CLIP1
33.81100464
2.233375072
 1.7305E−229
 7.9317E−227
0.721776887
2.71036768


0
MYOT
33.60438156
2.625977039
 4.7099E−225
 2.0526E−222
0.552104208
2.497097969


0
NEAT1
33.42187119
1.504169345
 1.0118E−218
 4.0146E−216
0.988643955
4.88466692


0
ASB5
33.38949966
2.594193697
 9.1184E−223
 3.7876E−220
0.558784235
2.477323294


0
TTN-AS1
33.27072144
2.211858988
 7.5482E−223
 3.1851E−220
0.743486974
2.872821093


0
SYT2
33.25154495
2.76418066
 1.4231E−219
 5.8204E−217
0.501002004
2.445770264


0
PCNT
32.84406281
2.497022629
 3.1879E−216
 1.2282E−213
0.566466266
2.459780693


0
MYO18B
32.80678558
2.405478477
 3.4364E−217
 1.3434E−214
0.675350701
2.854115248


0
MYOM3
32.71341705
2.8204844
 5.4722E−213
 2.0782E−210
0.479291917
2.433751583


0
RP11-381K20.2
31.75157547
2.582780123
 9.6849E−203
 3.4792E−200
0.514362057
2.489465237


0
PDK4
31.64107132
2.523288488
 2.8548E−203
 1.0396E−200
0.782231129
3.977900982


0
ZNF385B
31.3874588
3.081628323
 1.6033E−195
  5.395E−193
0.405811623
2.499852657


0
LRRTM3
31.21370506
2.765201807
 2.1853E−195
 7.2618E−193
0.458583834
2.449576378


0
RP11-266N13.2
31.18343925
2.799528122
 1.0204E−194
 3.3079E−192
0.444555778
2.345142365


0
RP11-532N4.2
31.12461281
2.584900379
 6.7906E−196
 2.3444E−193
0.542752171
3.095878839


0
KIF1B
30.90872383
2.047968626
  9.38E−195
 3.0785E−192
0.723780895
2.82414341


0
P4HA1
30.55081558
2.51658082
 7.7321E−189
 2.3901E−186
0.508016032
2.62462163


0
DEPTOR
30.52898979
2.255293131
 5.6513E−190
 1.7675E−187
0.603540414
2.594959974


0
HADHB
30.35699272
2.422714949
 6.4226E−187
 1.9184E−184
0.51503006
2.419969559


0
CFAP61
30.34096146
2.783755541
 5.2913E−185
 1.5458E−182
0.428857715
2.358040333


0
BACH1
30.15842438
2.069145203
 3.9202E−186
 1.1579E−183
0.685370741
2.644852161


0
ERMP1
30.04843521
2.533556938
 3.9066E−183
 1.1048E−180
0.480293921
2.465787172


0
CUX1
30.03153038
1.906105399
 1.0816E−184
 3.1254E−182
0.736472946
2.672874689


0
SPRTN
29.98522949
2.606346607
 4.6573E−182
 1.2897E−179
0.461589846
2.478764296


0
KIAA1217
29.97461891
1.919430852
 7.1792E−184
 2.0522E−181
0.798597194
3.011316299


0
IL12RB2
29.62168884
2.475914955
 1.4402E−178
 3.8674E−176
0.482297929
2.385469437


0
TNNT1
29.45252609
2.069316387
 3.8732E−178
 1.0296E−175
0.699732799
2.646347046


0
CACNA2D1
29.15551376
1.898798943
 7.3256E−175
 1.9282E−172
0.717768871
2.706177235


0
FILIP1L
28.84715271
1.948173165
 1.9216E−171
 4.9597E−169
0.719772879
2.93017602


0
OSBPL6
28.84336281
2.544007778
 1.7439E−169
 4.4577E−167
0.440547762
2.384403229


0
DPF3
28.8122673
2.461374044
 2.0014E−169
  5.067E−167
0.455577822
2.353761196


0
ASB2
28.70199013
2.344035864
 9.7239E−169
 2.3935E−166
0.483967936
2.286568642


0
CFLAR-AS1
28.69623375
2.392811298
 2.2407E−168
 5.4649E−166
0.468269873
2.329404831


0
MSI2
28.66431618
2.175275564
 8.5702E−169
 2.1293E−166
0.53507014
2.360114574


0
EPS15L1
28.37550926
2.116185904
 8.9353E−166
 2.1209E−163
0.555444222
2.449676514


0
CMYA5
28.32237244
2.002514362
 1.0819E−165
 2.5452E−163
0.64261857
2.544760704


0
FAM184B
28.06536102
2.001256466
  6.349E−163
  1.455E−160
0.655310621
2.687170267


0
SLC22A4
28.06235123
2.753233433
 2.7413E−160
 6.0729E−158
0.37742151
2.250035524


0
RP3-355L5.4
28.02748108
2.647592306
 2.5698E−160
 5.7784E−158
0.395791583
2.281990767


0
RP11-309L24.2
27.96420479
2.876106977
 9.1842E−159
  1.969E−156
0.358717435
2.385373831


0
ZFAND3
27.89073181
1.682770729
  6.024E−161
 1.3687E−158
0.794589178
2.84032464


0
ATP1A2
27.88235474
2.195839643
 2.5866E−160
 5.7784E−158
0.506346025
2.350500345


0
ACSL1
27.85741806
2.110976696
 2.8655E−160
 6.2955E−158
0.548430194
2.463222027


0
PPP1R12B
27.51546669
1.982313156
 8.3005E−157
 1.7653E−154
0.586172345
2.502932787


0
MYOM1
27.49575043
2.055701494
 9.0639E−157
 1.9123E−154
0.624248497
2.84263587


0
AGBL1
26.97872162
2.341879606
 2.8633E−150
 5.6805E−148
0.475951904
2.736681938


0
SIL1
26.97843742
1.9487468
 3.7986E−151
 7.6501E−149
0.579492318
2.468524694


0
BEST3
26.76652336
2.75079155
  1.008E−146
 1.9559E−144
0.347695391
2.230817556


0
SF3A3
26.67542267
2.274380207
 2.7864E−147
 5.4467E−145
0.449231797
2.467421532


0
PHYHIPL
26.66475487
3.275778294
 1.7365E−144
  3.274E−142
0.295925184
2.372275829


0
CH17-189H20.1
26.51670456
1.793819189
 1.4376E−146
 2.7693E−144
0.658984636
2.61508894


0
MTFR1
26.50806999
2.122805119
 7.9124E−146
 1.5133E−143
0.485303941
2.34847641


0
RP11-768F21.1
26.44731331
2.162206888
 2.6395E−145
 5.0121E−143
0.489311957
2.469034195


0
AMOTL1
26.43068886
2.441403389
 3.8932E−144
 7.2885E−142
0.394121576
2.320879698


0
CAPN9
26.37325668
3.244664192
 1.4314E−141
 2.5886E−139
0.288243153
2.280155182


0
SNX1
26.20908546
1.954353213
 2.7123E−143
 4.9726E−141
0.569806279
2.489049911


0
THRB
26.12785912
1.799514413
 1.4501E−142
 2.6404E−140
0.648296593
2.584758759


0
SLC24A1
25.89633751
2.418996096
 7.1477E−139
 1.2584E−136
0.387107548
2.259059906


0
LPIN1
25.8287487
1.890947342
 1.8342E−139
 3.2508E−137
0.598196393
2.611103535


0
LRRC2
25.81399155
2.325558424
 2.6006E−138
 4.5482E−136
0.406479626
2.246033192


0
SOX6
25.72975159
2.070894003
 5.2391E−138
 9.1029E−136
0.482297929
2.416319847


0
MAP4K1
25.55512428
2.350612879
 1.1183E−135
 1.9305E−133
0.39512358
2.357576609


0
DENND2C
25.39530373
2.248008966
 2.7489E−134
 4.6545E−132
0.419171677
2.472405195


0
SLC20A2
25.35896492
1.912011862
 1.1967E−134
 2.0393E−132
0.549432198
2.546832561


0
UBAC1
25.34472656
2.169549942
 5.5038E−134
 9.2602E−132
0.431863727
2.292119503


0
CKMT2
25.18449402
2.456076622
 1.2641E−131
 2.0743E−129
0.363059452
2.349419117


0
ANKRD2
25.1487484
2.572437048
 3.6164E−131
 5.8981E−129
0.364395458
2.895688534


0
ATG14
25.0057373
2.115100145
 1.0353E−130
  1.668E−128
0.440547762
2.336565971


0
DIO2-AS1
24.9681015
3.012221098
 4.4595E−128
 7.0566E−126
0.293921176
2.827899218


0
ACTN2
24.86448479
2.00816226
 1.1941E−129
 1.9123E−127
0.490313961
2.445637941


0
LARGE
24.7818737
1.797219872
 4.7148E−129
 7.5053E−127
0.60253841
2.624568701


0
SSH2
24.49364281
1.503690124
 3.2151E−126
 5.0276E−124
0.809619238
2.964446068


0
SGCD
24.48029709
1.965498328
 7.5256E−126
 1.1699E−123
0.476953908
2.383984804


0
ABCC5
24.43843079
2.181693077
 5.4139E−125
 8.3193E−123
0.393787575
2.221780539


0
LRRFIP2
24.36563301
1.76605463
 5.0983E−125
 7.8798E−123
0.570140281
2.502384901


0
FKBP5
24.2828598
1.205073833
 2.2608E−123
 3.3956E−121
0.963593854
3.888625622


0
C10orf71
24.28159332
2.528484583
 7.7852E−123
 1.1434E−120
0.322645291
2.183171272


0
VPS13A
24.25829887
2.119131327
  2.396E−123
 3.5785E−121
0.404141617
2.251445293


0
WDPCP
24.20631218
1.779358149
 1.4393E−123
 2.1864E−121
0.679024716
2.902488708


0
PRKG1
24.18781471
1.661526799
 2.1524E−123
 3.2511E−121
0.709084836
2.892318249


0
RERE
24.16213226
1.581314921
 3.7435E−123
 5.5597E−121
0.683700735
2.584929466


0
MEF2C-AS1
24.06758308
2.424969196
 5.6206E−121
 8.0332E−119
0.335337341
2.248305082


0
RP11-145A3.1
24.02444077
2.832775831
 7.7728E−120
 1.0933E−117
0.280227121
2.244181156


0
RP11-83A24.2
24.00654602
1.941798925
 2.5076E−121
 3.6033E−119
0.46760187
2.382537365


0
RP11-144F15.1
23.95237732
2.011869907
 7.6061E−121
 1.0813E−118
0.457247829
2.456757784


0
PPP1R27
23.83508682
1.999776125
 1.2104E−119
 1.6758E−117
0.460253841
2.563255548


0
THUMPD3-AS1
23.8260994
1.857597947
 1.1475E−119
 1.6056E−117
0.487975952
2.360493183


0
FAM134B
23.80976295
1.863819718
  1.171E−119
 1.6298E−117
0.533734135
2.569919586


0
ZNF565
23.79756927
1.745869756
 1.4038E−119
 1.9336E−117
0.555778223
2.427254677


0
COL14A1
23.78093147
2.090671062
 6.6471E−119
 9.1086E−117
0.412157649
2.440153599


0
SRL
23.58191299
2.249143124
 8.5748E−117
  1.169E−114
0.358383434
2.215624332


0
REV3L
23.32861137
1.538290262
 2.7723E−115
  3.741E−113
0.68503674
2.636009693


0
SLC22A5
23.18772316
2.635643005
 2.0154E−112
 2.6524E−110
0.282231129
2.145102978


0
RP11-434D9.1
23.17916679
1.848979354
 7.0133E−114
 9.4163E−112
0.662324649
3.187238932


0
GRIK1
23.01358032
1.791806459
 2.8202E−112
 3.6932E−110
0.533734135
2.57220006


0
SPPL2A
22.94172478
1.795203328
 1.6445E−111
  2.143E−109
0.486973948
2.34261322


0
ZBTB38
22.92514801
2.308531046
 1.5418E−110
 1.9801E−108
0.32999332
2.329319239


0
MACROD2
22.88597488
1.784253955
 5.3711E−111
 6.9313E−109
0.492317969
2.420938253


0
ABCC9
22.85648727
2.350472927
 6.4762E−110
 8.2771E−108
0.315965264
2.177182674


0
RP11-701P16.2
22.83846092
2.448347092
 1.9534E−109
 2.4495E−107
0.315965264
2.515683174


0
CLTCL1
22.75870514
1.832921386
 8.0152E−110
 1.0195E−107
0.474281897
2.490790606


0
TARID
22.56588936
2.042217016
 8.6198E−108
 1.0511E−105
0.383099532
2.260473728


0
NFE2L3
22.52220535
2.152030706
 3.2921E−107
 3.9781E−105
0.3500334
2.242167711


0
VWA8
22.52144241
1.831857324
 1.2854E−107
 1.5603E−105
0.44756179
2.280318737


0
PIGB
22.48106384
1.961720467
 4.3377E−107
 5.2178E−105
0.39746159
2.259169102


0
CFAP100
22.2830162
2.153555155
 4.4697E−105
  5.281E−103
0.342351369
2.184520721


0
TMEM161B-AS1
22.27008438
2.029506207
   4.2E−105
 4.9845E−103
0.374415498
2.268304348


0
PLEKHG6
22.19320107
2.523347378
 9.6268E−104
 1.1274E−101
0.276887108
2.175747633


0
ASB8
22.10513687
1.83498311
 6.0885E−104
 7.1618E−102
0.445891784
2.426136017


0
AC016723.4
22.10408592
2.492001534
 5.0185E−103
 5.8005E−101
0.292919172
2.560842276


0
RP5-1042K10.10
22.06189346
2.119253159
 3.8735E−103
 4.4967E−101
0.343687375
2.208790064


0
OSBPL9
22.04740906
1.531987071
 1.2577E−103
 1.4664E−101
0.628924516
2.685776472


0
PPP2R3A
21.99223137
1.758161306
 5.3721E−103
 6.1824E−101
0.470607882
2.372997046


0
MLIP-AS1
21.98407364
2.116721392
 1.8636E−102
 2.1354E−100
0.338677355
2.200004578


0
TMEM135
21.7348671
1.74168396
 1.1466E−100
1.28611E−98
0.469271877
2.436779976


0
MAPT
21.71599388
2.230941296
 6.3608E−100
7.04562E−98
0.308617234
2.186402082


0
FAM179A
21.67893982
2.930348158
 9.1845E−99
9.96576E−97
0.226786907
2.275353193


0
FAM214A
21.67677307
1.849279046
  4.838E−100
5.40397E−98
0.406813627
2.292209387


0
FILIP1
21.57664871
1.745139718
 2.5534E−99
2.79335E−97
0.445891784
2.25848937


0
FOXO1
21.57473564
1.406141996
 1.8845E−99
2.07019E−97
0.753173013
2.877528906


0
AC016831.7
21.54086113
1.320760012
 4.9136E−99
5.35345E−97
0.839011356
3.125647783


0
PFKFB2
21.51947784
2.925614357
1.98214E−97
2.12473E−95
0.220440882
2.067521572


0
LGR5
21.45572853
3.013949633
8.11628E−97
 8.4613E−95
0.216098864
2.196482182


0
KLF13
21.40502548
2.179929972
2.80319E−97
2.96893E−95
0.326319305
2.451854467


0
DLG1
21.39621925
1.584941745
 7.2622E−98
7.81612E−96
0.523714095
2.391743898


0
PTPN3
21.37410736
2.19948864
5.18656E−97
5.44979E−95
0.306613226
2.208249807


0
FASTKD1
21.36909866
1.891086936
2.18901E−97
2.32771E−95
0.391449566
2.338891268


0
DIO2
21.34057045
3.255300045
1.67833E−95
1.69003E−93
0.203740815
2.551481009


0
PPP3CB
21.31006622
1.85434413
 7.8249E−97
8.18965E−95
0.391115564
2.334931612


0
TTC19
21.25661087
1.511730433
1.02675E−96
1.06622E−94
0.582832331
2.491256952


0
PDXDC1
21.24469185
1.217458248
1.72968E−96
1.78224E−94
0.841349365
2.981678486


0
EEPD1
21.22801018
1.799583197
3.06077E−96
3.12952E−94
0.425183701
2.407431841


0
SLC8B1
21.22086716
2.265208244
1.33953E−95
1.35399E−93
0.291917168
2.274900198


0
TMEM233
21.16337967
1.989211321
1.71125E−95
1.71667E−93
0.3500334
2.256234169


0
RP11-665C16.5
21.13415718
1.962411165
2.85962E−95
2.83657E−93
0.35738143
2.234058619


0
ACYP2
21.0949192
1.465622306
2.48746E−95
2.47665E−93
0.601870407
2.49151206


0
ZBTB43
20.98623276
1.866601586
4.32776E−94
4.24536E−92
0.376753507
2.220710516


0
ZFAND1
20.87759209
1.992804766
4.60422E−93
4.43473E−91
0.349031396
2.448693514


0
FAM160A1
20.87600136
1.987884164
4.88861E−93
4.69165E−91
0.345691383
2.300773382


0
MNAT1
20.87011337
1.657263875
2.73979E−93
2.64853E−91
0.453573814
2.286383867


0
RALGAPA2
20.81952477
1.693157077
6.85694E−93
6.55701E−91
0.463259853
2.383963108


0
PEBP4
20.76915741
2.103837967
5.20594E−92
4.92508E−90
0.307949232
2.168758631


0
NEDD4
20.7681427
1.59745276
1.59766E−92
 1.5223E−90
0.540748163
2.634882927


0
PLIN2
20.75019646
1.928549767
5.34155E−92
5.03546E−90
0.377087508
2.661484241


0
THRAP3
20.72493172
1.662337184
4.70834E−92
4.47023E−90
0.447227789
2.279787302


0
PBX1
20.70412445
1.596565723
6.28303E−92
5.90206E−90
0.496659987
2.531932116


0
HECTD1
20.69924927
1.590952754
6.72745E−92
6.29727E−90
0.484301937
2.312118053


0
USP2
20.67139435
2.552933931
1.01237E−90
9.34475E−89
0.23747495
2.099382162


0
INPP5B
20.66734695
2.070136786
 4.3053E−91
4.00182E−89
0.317301269
2.572843552


0
HADHA
20.65263557
1.98977375
3.84893E−91
3.59017E−89
0.333333333
2.216634274


0
SAMD8
20.52372932
1.653929114
2.01103E−90
1.84349E−88
0.458917836
2.377847195


0
RP11-380P13.1
20.39535904
2.907059431
 3.8227E−88
3.46835E−86
0.208750835
2.301008463


0
PLIN5
20.30496025
2.156401157
4.02071E−88
 3.6356E−86
0.284569138
2.1334126


0
SNX24
20.2521553
2.186967134
1.33145E−87
1.19579E−85
0.281563126
2.450469017


0
BIRC6-AS2
20.1740551
1.468981266
1.36628E−87
1.22294E−85
0.531396126
2.339387178


0
CBX1
20.17192841
2.09747839
4.58681E−87
4.03761E−85
0.292251169
2.206412077


0
EGLN1
20.16244698
1.659001827
2.11386E−87
1.87943E−85
0.43253173
2.281057596


0
HOMER2
20.12990379
2.021402597
8.64352E−87
7.55853E−85
0.310621242
2.24898386


0
NCOA1
20.08740997
1.289980531
 6.7187E−87
5.89472E−85
0.709418838
2.689352512


0
EPB41L4B
20.07483292
2.985620499
1.65147E−85
 1.4208E−83
0.19238477
2.103430986


0
TIAM2
19.99300766
1.519391418
4.51267E−86
3.92042E−84
0.491649967
2.330135584


0
CFLAR
19.9420948
1.568974495
1.24321E−85
1.07303E−83
0.460921844
2.299286604


0
ADCY9
19.92547226
1.737368941
2.19007E−85
1.87809E−83
0.399131597
2.374012232


0
RBM20
19.89913177
2.365393877
1.29801E−84
1.09892E−82
0.244154977
2.188441992


0
TBC1D1
19.79904938
1.781040549
2.57238E−84
2.15723E−82
0.373079492
2.311218977


0
FBXL13
19.76528549
1.808576822
4.82501E−84
4.03359E−82
0.357047428
2.239766121


0
STIM1
19.68281937
1.469692349
1.38072E−83
1.15063E−81
0.515698063
2.421742678


0
TNS3
19.66385078
1.793755651
3.08111E−83
2.55166E−81
0.35504342
2.182443142


0
VCL
19.65529442
1.612930059
2.73579E−83
2.27276E−81
0.436205745
2.349202394


0
ALPK2
19.62467003
2.828544378
4.77957E−82
3.86201E−80
0.194722779
2.132289648


0
CECR2
19.60434151
1.7224437
8.55112E−83
7.03786E−81
0.375751503
2.233904123


0
DAPK2
19.54920387
1.797298193
2.44531E−82
1.98795E−80
0.35504342
2.262529135


0
IDNK
19.53313446
1.862297058
3.76344E−82
3.05022E−80
0.332331329
2.24181366


0
PPM1L
19.53234863
1.406003356
2.10286E−82
 1.7148E−80
0.573480294
2.558473587


0
ABHD15-AS1
19.48394585
1.351298213
5.01688E−82
4.04147E−80
0.624582498
2.614513397


0
MAP4K3
19.47755051
1.481763005
6.23111E−82
5.00447E−80
0.491983968
2.33822751


0
ESRRG
19.4695034
2.612329245
5.17003E−81
4.06628E−79
0.211088844
2.201326609


0
ENAH
19.46032333
1.736765742
1.24177E−81
9.91331E−80
0.37241149
2.277317286


0
SLC25A33
19.44282722
2.024656296
2.96665E−81
2.34718E−79
0.286573146
2.176585436


0
SMG1
19.44171906
1.519714713
1.24896E−81
9.94081E−80
0.463593854
2.302022457


0
ALPK3
19.31243896
2.117278099
3.66063E−80
2.84544E−78
0.266533066
2.118359327


0
C1orf21
19.21152115
1.302275062
7.22262E−80
5.59784E−78
0.637942552
2.577660322


0
RP13-650J16.1
19.20614624
3.952174425
3.03185E−78
2.29626E−76
0.143954576
1.95617795


0
BRE
19.12962532
1.468732238
 3.6004E−79
2.76627E−77
0.484301937
2.385412693


0
MAP4
19.07341385
1.32431674
8.82524E−79
 6.7611E−77
0.603874415
2.562568903


0
SCML1
18.94378853
1.534621239
1.11017E−77
 8.3843E−76
0.432197729
2.292755842


0
CKMT2-AS1
18.92766762
1.750220895
1.90122E−77
1.42774E−75
0.344021376
2.257285595


0
AC011288.2
18.80574036
2.372079611
4.99494E−76
3.68848E−74
0.218770875
2.202263594


0
SLC36A2
18.78504753
2.512962103
8.84466E−76
6.47731E−74
0.208416834
2.356535196


0
GPHN
18.75004578
1.258585215
 2.9432E−76
2.19165E−74
0.676018704
2.605829954


0
NFATC3
18.74440384
1.482643723
3.64773E−76
2.70115E−74
0.456245825
2.334542513


0
EIF4E2
18.7302742
1.738047004
 6.5111E−76
4.79476E−74
0.33500334
2.169491053


0
FAM20A
18.71826363
1.774633765
 8.1444E−76
5.98096E−74
0.338677355
2.330924034


0
SLC3A1
18.65872002
2.282169342
5.35777E−75
3.87041E−73
0.225450902
2.127299547


0
LRRC39
18.65620613
2.212306976
4.99359E−75
3.62704E−73
0.23246493
2.073775291


0
ZNF827
18.63449669
2.233467102
7.32998E−75
5.25229E−73
0.230794923
2.100619555


0
RP1-117O3.2
18.6285305
1.997213721
5.80859E−75
4.17339E−73
0.267869071
2.109057665


0
SLC38A1
18.62761688
1.897983909
5.21356E−75
3.77649E−73
0.294589178
2.390807867


0
RP11-701H24.9
18.61888885
1.651981354
3.86414E−75
2.81437E−73
0.369071476
2.239754915


0
PARVB
18.56809998
1.775204778
1.20702E−74
8.60253E−73
0.321643287
2.207850218


0
SESN1
18.54857063
1.27614677
1.02567E−74
7.32967E−73
0.654642619
2.630752087


0
ACACA
18.5346508
1.559861898
1.69719E−74
1.20636E−72
0.408149633
2.353070498


0
DNAH11
18.50172997
1.497407675
2.73191E−74
1.93667E−72
0.43253173
2.286004782


0
VPS13D
18.49386787
1.369110823
2.78116E−74
1.96634E−72
0.509018036
2.337418556


0
CLIP4
18.4895134
1.815882921
4.96127E−74
3.47995E−72
0.306947228
2.137875557


0
GOLGA4
18.47997665
1.387383699
3.56822E−74
2.51611E−72
0.494655979
2.304025173


0
PKD2L2
18.46858215
1.828761101
7.32021E−74
5.12106E−72
0.303941216
2.163956165


0
BIN1
18.43944168
1.66579628
9.49761E−74
6.62689E−72
0.359719439
2.253041983


0
DIAPH1
18.37310982
1.666906834
3.08276E−73
2.14534E−71
0.348363393
2.171512604


0
USP13
18.3168354
1.804784536
1.00721E−72
6.97284E−71
0.303273213
2.156624079


0
FAM166B
18.19791412
2.194077253
1.48813E−71
1.01437E−69
0.229124916
2.435400248


0
PHKG1
18.18750954
1.74599421
8.62306E−72
5.90813E−70
0.318303273
2.210735798


0
TXLNB
18.17458153
2.020838499
1.56219E−71
1.06213E−69
0.251837007
2.094725847


0
LMO7
18.17265511
1.90785408
1.45163E−71
9.92031E−70
0.27254509
2.15757823


0
ADCY2
18.11171913
1.608430862
2.68149E−71
1.81386E−69
0.363393454
2.23874712


0
MED13
18.10502625
1.411686778
2.50537E−71
1.69905E−69
0.457915832
2.284040451


0
EXOC6
18.10081482
1.811980486
4.19928E−71
2.83334E−69
0.298263193
2.216151237


0
SLC7A6OS
18.07090569
1.396759033
4.33263E−71
2.91591E−69
0.482631931
2.397374153


0
CMSS1
18.06182098
1.451063514
5.47726E−71
3.67695E−69
0.435871743
2.304710865


0
IP6K3
18.05794716
1.850676894
 9.2899E−71
6.22072E−69
0.283567134
2.151963472


0
FAM222B
18.04060364
1.684691429
9.93789E−71
6.63791E−69
0.331329325
2.197519541


0
RP11-445F6.2
18.02353859
2.475305319
3.95794E−70
2.59797E−68
0.191048764
2.054253578


0
FBXO34
18.01599312
1.646805048
 1.462E−70
9.74077E−69
0.340681363
2.21872282


0
RYR3
17.98215866
1.851519108
 3.5198E−70
2.32762E−68
0.285237141
2.231397152


0
EPB41L5
17.98149681
1.54133141
2.39805E−70
1.58977E−68
0.38009352
2.201472044


0
FOXP2
17.95003319
1.520770431
3.91099E−70
2.57351E−68
0.393453574
2.269137621


0
DIAPH2-AS1
17.94959831
1.420237422
3.64806E−70
2.40645E−68
0.474281897
2.577909231


0
DLGAP4
17.913414
1.634487033
8.58227E−70
5.60568E−68
0.34001336
2.19217968


0
MEF2C
17.91206741
1.528007388
 7.1452E−70
4.67852E−68
0.401135605
2.287614346


0
BCL6
17.86764526
1.142379642
 1.5829E−69
1.02136E−67
0.799599198
3.004930973


0
NRAP
17.84988976
1.752396822
 2.7698E−69
1.77856E−67
0.304275217
2.17458415


0
PARD3
17.83728981
1.132203817
2.29523E−69
 1.4774E−67
0.749832999
2.774553776


0
MIR133A1HG
17.78588486
1.86967802
9.23011E−69
5.89839E−67
0.277221109
2.297811985


0
RP11-729I10.2
17.77885437
2.68171072
3.10362E−68
1.95978E−66
0.170674683
2.018299103


0
CABYR
17.77394295
2.868606091
4.15887E−68
2.61989E−66
0.161656647
2.214394808


0
CAMKMT
17.74222183
1.427802444
1.23922E−68
7.90009E−67
0.432197729
2.30706048


0
CAPN7
17.71537399
1.396913052
1.85208E−68
1.17789E−66
0.459585838
2.374102116


0
KBTBD12
17.71243095
2.306232691
5.90859E−68
3.70457E−66
0.204742819
2.143142462


0
INADL
17.70799065
1.324082971
2.06442E−68
 1.3098E−66
0.495991984
2.342360258


0
AAK1
17.69239044
1.389843822
2.75744E−68
1.74533E−66
0.454575818
2.289227247


0
CTC-431G16.2
17.64535713
1.535451174
6.47254E−68
4.02965E−66
0.386773547
2.313188076


0
PRUNE2
17.62888908
2.077908278
2.03222E−67
1.25932E−65
0.235136941
2.594388962


0
NRDC
17.61159325
1.264985681
1.02737E−67
6.38123E−66
0.539746159
2.413637161


0
RP11-118M9.3
17.59334564
1.72823298
2.07306E−67
1.28163E−65
0.303273213
2.212949276


0
RP11-428F8.2
17.58959007
1.802187085
2.32099E−67
1.43158E−65
0.283233133
2.173067808


0
TRIM54
17.57185555
1.942181706
3.92841E−67
2.41743E−65
0.249164997
2.094444752


0
SPATC1
17.54839706
2.21936202
7.69166E−67
4.71141E−65
0.209752839
2.179903269


0
RIC1
17.48196983
1.41043663
 9.7737E−67
5.97297E−65
0.429191717
2.322148085


0
BNC2
17.47071648
1.248147964
 1.0665E−66
6.50271E−65
0.58750835
2.638213396


0
RP11-131H24.4
17.44713211
2.248373508
 4.1677E−66
2.52379E−64
0.202070808
1.995686531


0
OVCH2
17.37011719
3.415088892
5.00763E−65
2.97814E−63
0.13259853
1.974610925


0
LMOD2
17.35362434
2.163807392
2.00884E−65
1.20548E−63
0.214762859
2.179991484


0
DCAF6
17.33315086
1.383896232
1.13929E−65
6.85221E−64
0.435203741
2.280396938


0
FGF13
17.27845383
1.576977134
 3.3711E−65
2.01387E−63
0.346025384
2.322670221


0
PSME4
17.2500515
1.458651423
4.79111E−65
2.85576E−63
0.389111556
2.238654137


0
MYH14
17.24996758
2.112912416
9.65124E−65
5.70152E−63
0.213426854
2.076520681


0
NPAS2
17.23174477
1.461622357
6.28549E−65
3.72976E−63
0.401135605
2.320052147


0
RP11-227G15.12
17.23032951
1.756733537
 8.8655E−65
5.24901E−63
0.279225117
2.137662649


0
TMEM38A
17.22249985
1.822098494
1.08298E−64
6.38359E−63
0.264195057
2.143599033


0
TMCC1
17.19190598
1.368082166
1.15873E−64
6.79991E−63
0.443887776
2.323856831


0
FAM168A
17.17523384
1.512274981
 1.7223E−64
 1.0085E−62
0.377755511
2.41447258


0
CTA-125H2.1
17.12713814
1.775598764
 4.6952E−64
2.73722E−62
0.2748831
2.149944067


0
ANKRD23
17.11882973
1.867393613
6.12249E−64
3.55372E−62
0.251169005
2.107456207


0
ARHGEF26
17.09096718
1.56953764
7.04449E−64
4.07997E−62
0.337007348
2.204336405


0
USP34
17.06003761
1.159852386
9.27987E−64
5.36296E−62
0.602872411
2.455590487


0
RARRES1
17.05660439
1.608361959
1.30875E−63
7.53067E−62
0.321309285
2.189212561


0
ANO5
17.03972435
1.863619924
2.18715E−63
1.25309E−61
0.250835003
2.09836936


0
HOOK2
17.03933907
1.694941401
1.90759E−63
1.09528E−61
0.287909152
2.137226343


0
IL6R
17.03328133
1.736762881
2.20109E−63
1.25836E−61
0.27755511
2.116989851


0
PIGF
17.01307106
1.757862806
3.06754E−63
 1.7462E−61
0.274549098
2.147962809


0
KMT2C
17.00210762
1.189289808
 2.3968E−63
1.36731E−61
0.567802271
2.392055035


0
RP11-21A7A.2
16.98153496
1.61068356
4.40258E−63
2.50081E−61
0.318637275
2.215461493


0
PTPN14
16.96060562
1.532901525
5.78201E−63
3.27738E−61
0.347361389
2.226799965


0
ELMOD3
16.94576645
1.631712198
8.29404E−63
4.67137E−61
0.303607214
2.176994562


0
SLC8A3
16.93204308
1.765680075
 1.1064E−62
6.21829E−61
0.271877088
2.151591301


0
PADI2
16.90969658
2.418468237
3.36323E−62
1.86656E−60
0.173012692
2.080703735


0
CTD-3252C9.4
16.90602493
2.086694956
2.40014E−62
1.34045E−60
0.209752839
2.043565989


0
UBR5
16.89287186
1.305007577
1.49068E−62
8.34277E−61
0.458583834
2.26210928


0
ATP1B1
16.87716484
1.645839095
 2.4364E−62
1.35785E−60
0.304609218
2.195813894


0
ITGAD
16.8649559
1.847545147
3.53701E−62
1.95892E−60
0.249832999
2.095555782


0
CYB5R1
16.86373329
2.031980753
4.46534E−62
2.46791E−60
0.216098864
2.043249369


0
MLXIP
16.86363029
1.506059527
2.76514E−62
1.53784E−60
0.347695391
2.183516502


0
ACSM6
16.8403759
2.526212931
1.10937E−61
6.05574E−60
0.164662659
2.154239893


0
STAC3
16.8305912
1.644484162
5.15763E−62
2.84462E−60
0.296259185
2.136692762


0
FGGY
16.82395554
1.782392383
 6.8289E−62
3.75082E−60
0.262191049
2.177463293


0
KIAA0368
16.78542137
1.372264504
8.83222E−62
4.84115E−60
0.411489646
2.253783464


0
GLRA1
16.74773407
1.863850236
2.38087E−61
1.28907E−59
0.248496994
2.182640314


0
PPP3CC
16.71278191
1.328620672
2.70343E−61
1.46073E−59
0.43754175
2.289690971


0
RP11-577H5.5
16.7032032
1.624282956
4.06863E−61
2.18948E−59
0.29759519
2.154344082


0
CNST
16.68095016
1.58660388
5.40952E−61
2.89349E−59
0.312625251
2.167744398


0
SCAPER
16.67474556
1.322697163
 5.015E−61
2.69331E−59
0.436205745
2.305060148


0
C14orf159
16.67274666
1.684675932
6.72218E−61
 3.5884E−59
0.281229125
2.12819171


0
CADM1
16.67023277
2.226395845
1.30638E−60
6.94577E−59
0.19004676
2.376095295


0
RP11-82O19.1
16.63946533
1.792278051
1.31152E−60
6.95914E−59
0.255177021
2.18050909


0
FAF1
16.58125114
1.240660787
2.14496E−60
1.12691E−58
0.491315965
2.351870775


0
EFHC2
16.5811615
2.542708397
6.43316E−60
3.33371E−58
0.160320641
2.049661398


0
ARHGAP11B
16.56342506
1.842865586
4.55203E−60
2.36812E−58
0.240814963
2.178416967


0
QKI
16.54225731
1.163039207
3.87993E−60
2.03039E−58
0.573814295
2.462432384


0
RP5-1096J16.1
16.5232048
2.908212185
2.40136E−59
1.22765E−57
0.136606546
2.144954681


0
AVIL
16.47790527
1.767310381
1.62066E−59
 8.3334E−58
0.252839011
2.066231489


0
PHF20
16.47452927
1.273760557
1.17137E−59
6.03482E−58
0.465263861
2.325999975


0
MIR181A2HG
16.46302414
2.12493968
2.94581E−59
1.50022E−57
0.195724783
2.123491526


0
SNAP23
16.42890358
1.362793684
2.59605E−59
1.32463E−57
0.390781563
2.254184008


0
GMPR
16.36610794
1.781185865
9.70359E−59
4.89488E−57
0.245490982
2.096915483


0
RP11-111E14.1
16.35162354
1.765524864
 1.1306E−58
5.69239E−57
0.253841015
2.164790154


0
FSD2
16.34236908
1.634960175
1.19309E−58
5.99567E−57
0.285237141
2.189876318


0
PGM1
16.3094635
1.581648588
1.96668E−58
9.80904E−57
0.300601202
2.216086864


0
HS6ST3
16.30773163
2.275685787
3.72322E−58
1.85006E−56
0.180694723
2.256123066


0
AP000462.2
16.28178406
2.981984854
1.07717E−57
5.27359E−56
0.131596526
2.405679703


0
R3HDM2
16.23307228
1.4524858
5.87952E−58
2.91064E−56
0.346025384
2.213901281


0
LDB3
16.21657181
1.41775763
7.24361E−58
3.57926E−56
0.374749499
2.355337381


0
AMPD3
16.20637703
2.154657602
1.61752E−57
7.88993E−56
0.183032732
2.046602964


0
ZRANB3
16.19891357
1.41544044
9.82459E−58
4.82767E−56
0.354709419
2.185663223


0
MLK7-AS1
16.19711113
1.339882255
9.36242E−58
4.60909E−56
0.408483634
2.291814327


0
RP11-166O4.6
16.17972755
1.977491498
2.00358E−57
9.73731E−56
0.208416834
2.013403893


0
PPP6R3
16.17147064
1.12992394
1.31624E−57
6.43214E−56
0.569806279
2.420997858


0
PRKAG2
16.16262054
1.466998219
1.91686E−57
9.33292E−56
0.362725451
2.510795832


0
MLXIPL
16.11414719
1.971257806
5.39318E−57
2.60677E−55
0.21008684
2.162671804


0
TMEM140
16.10300827
1.848827958
6.16403E−57
2.97395E−55
0.224448898
2.091304779


0
SPG11
16.07538986
1.291307569
6.20814E−57
 2.9898E−55
0.425851703
2.304808617


0
MYO9A
16.04323196
1.201533437
9.79885E−57
4.71054E−55
0.491649967
2.335290432


0
NT5C2
16.03634453
1.324223876
1.15051E−56
5.52076E−55
0.399131597
2.239352465


0
SEC13
16.01502037
1.500368237
1.75676E−56
8.41471E−55
0.315631263
2.131021023


0
UNC13B
16.0100441
1.739563227
2.23828E−56
1.06826E−54
0.247160989
2.060148954


0
RP11-451G4.2
16.00411987
1.406407237
1.87105E−56
8.94606E−55
0.378089512
2.276890516


0
G3BP2
15.97274208
1.647759914
 3.8036E−56
1.80241E−54
0.265865063
2.127159357


0
ABCC1
15.97153759
1.467082381
3.42493E−56
1.62586E−54
0.328323313
2.204559088


0
ADCK3
15.94039917
1.430644751
5.29657E−56
2.50096E−54
0.341349365
2.1717031


0
PARK2
15.93598843
1.116294146
5.00471E−56
2.36735E−54
0.572812291
2.490611553


0
USP32
15.92546844
1.338526607
6.42353E−56
3.01702E−54
0.382765531
2.229199648


0
ANK1
15.8854084
1.859022737
 1.7195E−55
7.99149E−54
0.219104876
2.10004878


0
ASH1L
15.87381268
1.118839622
1.29937E−55
6.09214E−54
0.554442218
2.403971434


0
HSPB7
15.86577225
1.390439034
1.60725E−55
7.48287E−54
0.365731463
2.281533957


0
ANKRD17
15.86484909
1.225801706
1.54166E−55
7.19009E−54
0.456579826
2.32550931


0
DCST2
15.83076286
2.384362221
5.92959E−55
 2.7272E−53
0.156646627
2.019798756


0
CSPP1
15.82659054
1.327772617
2.84643E−55
1.31599E−53
0.392785571
2.288116217


0
CNNM2
15.81238651
1.45409596
3.91235E−55
1.80566E−53
0.326319305
2.246425629


0
TTC7B
15.80394363
1.597295403
4.86111E−55
2.23965E−53
0.273547094
2.135457516


0
ACSF2
15.79014301
2.071959734
8.93298E−55
4.10146E−53
0.185704743
2.146255732


0
NR6A1
15.76781845
1.686571479
8.98561E−55
4.11851E−53
0.254509018
2.199061394


0
LINC00693
15.75965977
2.700784683
2.26417E−54
1.02714E−52
0.13493654
2.162194967


0
UBE2G1
15.74550629
1.334120035
9.87534E−55
4.51852E−53
0.378089512
2.199925184


0
PHTF2
15.71616459
1.494258761
1.70058E−54
7.76774E−53
0.305945224
2.184441566


0
OGDH
15.70246124
1.535066843
2.15303E−54
 9.8007E−53
0.290581162
2.136951923


0
CEP85L
15.69300175
1.327121139
2.21151E−54
1.00497E−52
0.377755511
2.246088505


0
RAB7A
15.69249153
1.228598237
2.14857E−54
9.79717E−53
0.445223781
2.324440956


0
OIP5
15.67027187
1.84188962
4.35672E−54
1.97307E−52
0.216432866
2.083689928


0
MCU
15.6508646
1.596221447
4.95254E−54
2.23529E−52
0.270541082
2.168714285


0
NKAIN2
15.64875507
1.479581475
4.65055E−54
2.10256E−52
0.313293253
2.226980448


0
SPAG1
15.64183235
1.566264749
5.60421E−54
2.52085E−52
0.279559118
2.226573467


0
RGS22
15.64061165
1.766048312
6.43492E−54
 2.8799E−52
0.229124916
2.071196318


0
NOCT
15.62962818
1.501644611
6.23214E−54
2.79857E−52
0.299265197
2.15253377


0
DHRSX
15.62945366
1.25400722
5.54694E−54
2.49932E−52
0.424515698
2.30031991


0
MITF
15.62094021
1.34111166
 6.662E−54
2.97652E−52
0.371075484
2.278107643


0
CES4A
15.59087944
2.654187918
2.66079E−53
1.17891E−51
0.136272545
1.950292587


0
ADGRA3
15.55497646
1.90304172
2.61979E−53
1.16268E−51
0.202070808
2.037593603


0
ASB14
15.51764297
1.683738589
3.85201E−53
1.69539E−51
0.242818971
2.106280327


0
NME9
15.51403332
1.587452531
3.77137E−53
1.66542E−51
0.269539078
2.154132128


0
COBL
15.49211979
1.721969604
5.59635E−53
2.45501E−51
0.236806947
2.110159397


0
UBR3
15.44822598
1.161454558
8.19749E−53
3.57836E−51
0.47762191
2.336247921


0
TNRC6B
15.40819645
0.990381718
1.46588E−52
6.36746E−51
0.669004676
2.55092907


0
CDKL4
15.39843559
1.868908286
2.56222E−52
1.10575E−50
0.204408818
2.064908504


0
ZCCHC11
15.38135147
1.168267012
2.19353E−52
9.48178E−51
0.485303941
2.373306513


0
CORO1C
15.37974644
1.430346489
2.56955E−52
1.10712E−50
0.312291249
2.162448883


0
CHRNA1
15.3513546
2.209694862
6.45163E−52
 2.7574E−50
0.161990648
2.142338037


0
RP11-724O16.1
15.34296036
1.803437114
5.53722E−52
2.37039E−50
0.214762859
2.102857113


0
TSC22D1
15.32854366
1.238604426
4.92669E−52
2.11585E−50
0.422845691
2.312669992


0
OPTN
15.326437
1.360368967
5.44848E−52
2.33617E−50
0.341683367
2.205104351


0
FXR1
15.27266312
1.450301051
1.26108E−51
5.37254E−50
0.299265197
2.073183537


0
SLC16A1-AS1
15.24307632
1.482134342
1.99289E−51
8.46308E−50
0.288243153
2.151204109


0
OSBPL11
15.21963692
1.701134801
 3.2339E−51
 1.3646E−49
0.230460922
2.11904335


0
PTPRQ
15.13894558
2.290489912
1.54596E−50
6.45177E−49
0.151636607
2.039720535


0
CADM2
15.13889885
1.711046696
9.93205E−51
4.16457E−49
0.236138945
2.186518431


0
SMAD3
15.09103107
1.351332545
1.71336E−50
7.13918E−49
0.334335337
2.152162552


0
C20orfl96
15.06806946
1.860280156
3.22277E−50
1.33657E−48
0.19739479
2.063243151


0
GALNT2
15.0591259
1.518690109
2.98178E−50
1.23856E−48
0.270875084
2.057989836


0
HPN
14.9997921
2.397597313
1.23741E−49
5.06861E−48
0.139612558
2.048086166


0
SLC52A1
14.99556255
2.136133432
1.10244E−49
4.52274E−48
0.160320641
2.043700218


0
EIF4ENIF1
14.98901653
1.551285505
8.42765E−50
3.46276E−48
0.260521042
2.166300774


0
VGLL4
14.93440819
1.226816416
1.57558E−49
6.44388E−48
0.404475618
2.288664579


0
ESR2
14.92832184
1.23162055
1.72143E−49
7.02956E−48
0.401469606
2.289363384


0
AC013461.1
14.91084576
1.099633455
2.14888E−49
8.76163E−48
0.508350033
2.399133205


0
DNHD1
14.89383793
1.665021896
3.60309E−49
1.46684E−47
0.228122912
2.130773067


0
KIF9-AS1
14.82173538
1.570397854
9.48303E−49
3.83126E−47
0.24749499
2.129175186


0
BCL2L13
14.82042885
1.418829203
9.02954E−49
 3.6536E−47
0.294589178
2.173407316


0
TFEB
14.8154068
1.922819376
1.30401E−48
5.24445E−47
0.181362725
2.057920933


0
ABCC6
14.73395634
2.130108118
4.65364E−48
1.85476E−46
0.156980628
2.0291605


0
RBM24
14.73011684
1.749259353
 3.8294E−48
1.53084E−46
0.206746827
2.032394886


0
MKNK1
14.72910881
1.516642451
3.44338E−48
 1.3786E−46
0.260521042
2.109861135


0
ADAMTS17
14.71248341
1.323694706
4.01877E−48
1.60413E−46
0.339345357
2.30975461


0
RC3H1
14.66734886
1.217507601
7.27693E−48
2.89163E−46
0.388443554
2.234576225


0
TDRD3
14.65273952
1.39492178
9.73533E−48
3.85699E−46
0.298597194
2.1575315


0
ZC2HC1C
14.65106487
1.948270321
1.32676E−47
5.24082E−46
0.173680695
1.997741818


0
SRSF12
14.63607597
1.594225168
1.34838E−47
5.31832E−46
0.237140949
2.122017384


0
PPTC7
14.62787342
1.560946345
1.51614E−47
 5.9711E−46
0.241482966
2.094564199


0
DOCK3
14.61984825
1.446493506
1.58067E−47
6.21607E−46
0.278557114
2.167338133


0
SLC15A4
14.61054516
1.918712378
2.35425E−47
9.20372E−46
0.177020708
2.029417038


0
DTNA
14.59143734
1.333076239
2.22971E−47
8.74258E−46
0.332999332
2.298611879


0
TMEM38B
14.57117271
1.810342193
3.83774E−47
1.49156E−45
0.191382766
2.035772562


0
RPTOR
14.54787445
1.349876404
 4.1315E−47
1.60338E−45
0.312291249
2.117896557


0
DIAPH2
14.52535534
0.945949912
5.24738E−47
2.03347E−45
0.692050768
2.78290534


0
ME1
14.50990295
1.577570677
7.99499E−47
3.08923E−45
0.238476954
2.180466413


0
ANKUB1
14.47717381
1.151030898
1.05369E−46
4.06552E−45
0.428189713
2.312220335


0
ST3GAL3
14.47644997
1.339417338
1.15138E−46
4.43597E−45
0.310287241
2.162707567


0
RUVBL1
14.42088413
1.600281477
2.84577E−46
1.08695E−44
0.225450902
2.073932648


0
YBX3
14.40989017
0.988221109
2.67078E−46
1.02306E−44
0.614228457
2.492963791


0
CAMK2D
14.40826416
1.154650927
2.77656E−46
1.06204E−44
0.421175685
2.276432276


0
ARPP19
14.39317131
1.358853459
3.74742E−46
1.42724E−44
0.29759519
2.134979486


0
EFTUD2
14.38139629
1.40644896
4.37418E−46
1.66119E−44
0.284235137
2.130709887


0
ZNF397
14.37499714
1.505043149
 5.0856E−46
1.92861E−44
0.248496994
2.069564342


0
RP11-545I5.3
14.36187077
1.578297377
 6.3134E−46
2.38064E−44
0.228790915
2.082016468


0
JARID2
14.35937786
1.382490635
6.02284E−46
2.27754E−44
0.29258517
2.22538805


0
SDC4
14.33653927
2.123505116
1.20929E−45
4.54705E−44
0.149298597
2.046596766


0
BHLHE40
14.33464813
2.023164749
1.18433E−45
4.45951E−44
0.159318637
2.036904097


0
TEX2
14.31691647
1.734387279
1.31015E−45
4.91243E−44
0.196058784
2.15071702


0
SLC28A1
14.30354404
2.483810425
2.23994E−45
8.31657E−44
0.123580494
2.008016825


0
FEZ2
14.28799725
1.158370256
1.49928E−45
5.60575E−44
0.443219773
2.586641073


0
GPR75-ASB3
14.23690224
1.253795505
3.11282E−45
1.15413E−43
0.34502338
2.216575623


0
HIPK4
14.22350025
2.236025095
6.02196E−45
2.22036E−43
0.138610554
2.00927186


0
RETSAT
14.20501804
2.187057257
7.78891E−45
2.85995E−43
0.139278557
2.076481342


0
MAMSTR
14.18348694
2.654453039
1.26194E−44
4.60816E−43
0.113560454
2.098654509


0
UBE2R2
14.17832947
1.268070936
7.12357E−45
2.62289E−43
0.328657315
2.187458515


0
C4orf51
14.17056656
2.488343239
1.41372E−44
5.15534E−43
0.120908484
2.020274878


0
NNMT
14.16877174
1.014879584
7.54186E−45
2.77307E−43
0.550768203
2.424884796


0
RP11-23N2.4
14.16810703
1.905688524
1.09988E−44
4.03299E−43
0.167000668
2.02091074


0
ZNF749
14.14581776
2.321432352
 1.7887E−44
 6.5049E−43
0.131262525
2.025863647


0
PPM1B
14.13933563
1.001115561
 1.1309E−44
4.14101E−43
0.560454242
2.460917234


0
RP11-99J16_A.2
14.12081242
2.281021118
2.49824E−44
9.06046E−43
0.133266533
1.955157757


0
TK2
14.06367302
1.416759849
3.52339E−44
1.27263E−42
0.26753507
2.14439559


0
MPRIP
14.04258537
1.221596241
4.49969E−44
1.62306E−42
0.346693387
2.201637745


0
LINC-PINT
14.00065994
0.861318767
7.83305E−44
2.81017E−42
0.822311289
3.075013638


0
GBF1
13.99345303
1.264253974
8.85481E−44
3.17246E−42
0.322979292
2.156799793


0
YY1AP1
13.98432064
1.468883157
1.09665E−43
3.91846E−42
0.246492986
2.151560783


0
PDCD1LG2
13.98289967
1.702980518
1.23365E−43
4.39614E−42
0.19505678
2.130951405


0
CRADD
13.97923183
1.289109945
1.09216E−43
3.90766E−42
0.315297261
2.266654015


0
ACSS3
13.96877766
1.431563616
1.32147E−43
4.69653E−42
0.258183033
2.163902998


0
CRYM
13.95514202
1.552756667
1.69377E−43
6.00363E−42
0.220774883
2.082353115


0
ANK3
13.95062065
1.65453589
1.84491E−43
6.53064E−42
0.203740815
2.092957973


0
USO1
13.93419838
1.211125612
1.95442E−43
6.90909E−42
0.346693387
2.160791874


0
DGCR5
13.905303
2.345234871
4.70931E−43
1.65161E−41
0.125250501
2.102458477


0
PLCD4
13.88477993
1.549333572
4.27034E−43
1.49964E−41
0.221776887
2.07218194


0
TYW1
13.8692112
1.250993729
4.75508E−43
1.66547E−41
0.322979292
2.193983078


0
NRG4
13.86677742
1.704890013
5.86005E−43
2.04978E−41
0.191716767
2.091192722


0
MRPL19
13.84613705
1.506358743
7.20149E−43
2.50254E−41
0.228790915
2.067745447


0
SETD5
13.84224606
1.053582788
6.51929E−43
2.27439E−41
0.458583834
2.306885719


0
SYPL2
13.82175732
1.944892883
1.20326E−42
4.17045E−41
0.157648631
2.036775827


0
P4HA3
13.81500721
1.217283964
9.71929E−43
3.37308E−41
0.342017368
2.197556734







Cluster 2 Myocyte














2
RP11-434D9.1
34.18685913
3.524354696
 6.7564E−215
 1.7961E−210
0.811977716
3.928262711


2
ART3
21.7507
2.696170092
 1.7715E−95
7.84895E−92
0.472841226
2.889046669


2
EMC10
21.7207737
2.569389343
7.95691E−97
4.23053E−93
0.69637883
3.991534233


2
SVIL
21.31579971
2.060155392
1.10254E−93
4.18712E−90
0.809192201
3.628729582


2
NEXN
21.22955704
2.068335056
5.19007E−93
1.72466E−89
0.745821727
3.354166746


2
BCL6
20.78582001
1.906235695
1.70056E−89
3.76731E−86
0.806406685
3.649134159


2
DMD
20.77521324
1.946898222
2.69809E−89
5.51738E−86
0.871169916
4.09276104


2
MYO18B
20.5253582
2.198705435
2.87951E−87
5.46777E−84
0.648328691
3.293266296


2
SESN1
19.87823105
1.92171669
2.08221E−82
3.25609E−79
0.701253482
3.100252628


2
TTN
19.83843231
1.896570325
4.73068E−82
6.98669E−79
0.83913649
3.764218092


2
FAM184B
19.83706284
2.039902449
5.23278E−82
7.32148E−79
0.648328691
3.116155624


2
PDLIM5
19.75538635
1.89356339
1.50553E−81
1.90586E−78
0.789693593
3.499189854


2
TNNT3
19.58838081
2.667191505
3.80464E−79
4.59738E−76
0.414345404
2.887404203


2
WDPCP
18.83184624
2.063080788
1.82092E−74
 1.9363E−71
0.651114206
3.570447445


2
RP11-362A9.3
18.64327812
1.986178637
2.59719E−73
2.38082E−70
0.71448468
3.4657166


2
MYPN
18.36316681
1.861833811
2.97022E−71
2.39273E−68
0.662952646
3.048729658


2
PDLIM3
18.34846306
2.008563995
3.42434E−71
2.67743E−68
0.716573816
3.514009476


2
GGT7
18.28709602
2.846465826
2.81957E−69
 2.0821E−66
0.325208914
2.773211002


2
TTN-AS1
17.81352043
1.748502135
2.14045E−67
1.45902E−64
0.698467967
3.13037467


2
CTC-431G16.2
17.70883942
2.129842758
 3.6818E−66
2.44692E−63
0.449860724
2.748227596


2
NEDD4
17.47480965
1.879635334
6.27205E−65
3.96991E−62
0.580083565
2.969739676


2
FAM134B
17.45943451
1.92587018
9.21678E−65
5.69811E−62
0.54735376
2.934064865


2
SLC7A2
17.28511047
2.197463751
3.90106E−63
2.35695E−60
0.400417827
2.683796883


2
GRIK1
16.93069649
1.869630218
3.41929E−61
1.85507E−58
0.543175487
2.953582764


2
BACH1
16.83221054
1.706934094
1.21251E−60
6.44666E−58
0.633008357
2.995364428


2
NEAT1
16.54011536
1.171345472
9.76857E−59
4.99399E−56
0.959610028
5.033568382


2
ATP2A1
16.27890396
2.425128937
2.52279E−56
1.15631E−53
0.313370474
2.678897142


2
SORBS1
16.17632484
1.719982743
2.51391E−56
1.15631E−53
0.591225627
3.012720823


2
CMYA5
16.04206276
1.676920295
1.92691E−55
8.39754E−53
0.585654596
2.949384212


2
CD70
15.60215473
2.145250082
2.69725E−52
1.10313E−49
0.344707521
2.608177423


2
ERAP1
15.57607079
1.755190849
2.06977E−52
8.59729E−50
0.505571031
2.944894791


2
MYOM1
15.45697594
1.706034899
9.32127E−52
3.75449E−49
0.580083565
3.210166693


2
TRDN
15.34251499
1.602119565
4.05692E−51
1.60969E−48
0.646935933
3.072387218


2
C2orf88
15.15385342
2.089624405
1.59235E−49
5.79878E−47
0.337047354
2.723729134


2
SH2D1B
14.98241997
3.444938421
8.76786E−48
 3.0669E−45
0.185933148
2.473004818


2
AHCYL1
14.83102036
1.929876089
1.08486E−47
3.74545E−45
0.36281337
2.668040276


2
MYLK4
14.78714371
2.798489094
5.80037E−47
1.95186E−44
0.224930362
2.829749346


2
KLHL29
14.66580105
2.006804466
1.09835E−46
3.60475E−44
0.340529248
2.723721981


2
MLIP
14.35825157
1.443481445
3.36263E−45
1.03944E−42
0.707520891
3.197644949


2
PDK4
14.33672428
1.676450014
4.49152E−45
1.37244E−42
0.746518106
3.994188786


2
NRG2
14.25489712
2.006336689
2.91946E−44
8.52867E−42
0.313370474
2.633573055


2
NUP54
14.25245667
2.272078753
3.99224E−44
1.14118E−41
0.262534819
2.5811131


2
ASB8
14.2252903
1.667847276
2.64908E−44
7.91273E−42
0.442200557
2.731928825


2
PLCB1
14.21657848
1.66299212
2.81321E−44
 8.3096E−42
0.48816156
3.106252432


2
MYOM2
14.19118023
2.473006964
1.18702E−43
3.21997E−41
0.231197772
2.523180246


2
MYBPC1
14.15761375
1.678514838
4.91749E−44
1.37607E−41
0.667827298
3.671769857


2
RYR1
14.1014328
1.455786467
1.06989E−43
2.93217E−41
0.614902507
2.969972134


2
NEB
13.91592312
1.438664556
1.26458E−42
3.39572E−40
0.766713092
3.520876884


2
TNNC2
13.70210648
1.815247178
2.43346E−41
6.34228E−39
0.371866295
2.646758795


2
RP11-144F15.1
13.67904186
1.650965571
 3.4688E−41
8.95287E−39
0.42270195
2.847386837


2
RP11-532N4.2
13.2772007
1.556342602
4.54738E−39
1.10906E−36
0.516016713
3.020515203


2
PDE4DIP
13.24447823
1.222791553
6.58579E−39
1.57727E−36
0.746518106
3.125756264


2
ACACB
13.17049885
1.35765481
1.67609E−38
3.97832E−36
0.657381616
3.185276508


2
KIF1B
13.09702587
1.302709103
4.19572E−38
9.78413E−36
0.646935933
2.99387455


2
SAMD8
12.70708179
1.47650826
5.87546E−36
1.23963E−33
0.433147632
2.750473738


2
EGF
12.4339304
1.862210274
2.04294E−34
 3.9642E−32
0.263927577
2.538339376


2
SNX1
12.38086987
1.375243545
2.73139E−34
5.26168E−32
0.485376045
2.884791374


2
SLC22A3
12.26079941
1.845027804
1.52951E−33
2.80418E−31
0.268802228
2.672720194


2
EYA4
12.20566559
1.242423773
1.92729E−33
3.48537E−31
0.655988858
2.986511946


2
SORT1
12.06342697
1.631850481
1.31897E−32
2.33757E−30
0.308495822
2.548705578


2
CLIP1
11.9009676
1.204910278
6.60857E−32
1.13108E−29
0.604456825
2.897204876


2
PPM1B
11.88626289
1.217567921
8.01903E−32
1.35782E−29
0.557103064
2.828015089


2
CLTCL1
11.86348152
1.373698831
1.09429E−31
1.81816E−29
0.436629526
2.74962759


2
ARID5B
11.86039162
1.19337368
1.07109E−31
1.79081E−29
0.602367688
2.99244523


2
MLK7-AS1
11.74491501
1.395440459
4.38208E−31
6.85254E−29
0.401114206
2.681766748


2
ITIH6
11.65899849
1.83409512
1.49457E−30
2.19513E−28
0.236072423
2.588360548


2
GPI
11.65170574
1.72360146
1.47755E−30
2.18217E−28
0.259749304
2.475650787


2
SH3RF2
11.50844669
1.823499084
7.70279E−30
1.11897E−27
0.233286908
2.553410292


2
HOMER1
11.47681713
1.763560653
 1.0682E−29
1.51047E−27
0.245125348
2.594516516


2
PDE4D
11.47119999
1.21724844
8.50171E−30
1.22167E−27
0.800139276
3.805612326


2
RBFOX1
11.46440411
1.222707868
8.90645E−30
1.27295E−27
0.580779944
3.01186204


2
AC013461.1
11.4593792
1.222441435
9.78016E−30
1.39035E−27
0.502089136
2.74403429


2
TK2
11.4064312
1.607917428
 2.1196E−29
2.95013E−27
0.280640669
2.5575881


2
SLC16A10
11.32876968
1.27707684
 4.0747E−29
 5.5836E−27
0.475626741
2.816271544


2
PHKA1
11.24694729
1.560922027
1.17442E−28
1.60107E−26
0.289693593
2.604842901


2
PLAC8L1
11.24654484
1.808944583
1.32692E−28
1.79974E−26
0.227019499
2.563903809


2
SULF2
11.24201488
1.743439555
 1.3343E−28
1.80056E−26
0.239554318
2.495307207


2
MAFG
11.17643929
1.858551502
2.74859E−28
3.65342E−26
0.22005571
2.574011564


2
RNF157
11.17363644
1.751851559
2.84435E−28
 3.7619E−26
0.23189415
2.548920631


2
SIMC1
11.09373093
1.83473897
6.83975E−28
 8.8266E−26
0.215877437
2.593078613


2
P4HA3
11.03998852
1.377724409
9.93481E−28
1.26367E−25
0.347493036
2.577624321


2
LPIN1
11.0246973
1.200565934
1.07326E−27
1.35864E−25
0.511142061
2.898351669


2
SLC20A2
10.94102001
1.209489107
2.62001E−27
 3.2854E−25
0.477715877
2.776416063


2
TTC19
10.79719353
1.136878729
1.18394E−26
1.43063E−24
0.518802228
2.808404207


2
ZCCHC11
10.73632526
1.192679048
2.29341E−26
2.72178E−24
0.459610028
2.773108244


2
PFKM
10.70154762
1.589536548
3.80194E−26
4.45246E−24
0.247910864
2.480819941


2
SALRNA2
10.67270088
1.664768457
5.26961E−26
6.03824E−24
0.230501393
2.525740385


2
RP11-428F8.2
10.57173252
1.499569535
1.38459E−25
1.54656E−23
0.270194986
2.501222849


2
NPAS2
10.56752014
1.294280052
 1.3532E−25
1.51786E−23
0.371169916
2.712798357


2
MYBPC2
10.43894672
2.368605614
7.01028E−25
7.66919E−23
0.135793872
2.488363266


2
UNQ6494
10.37547302
1.605281472
1.06635E−24
1.14769E−22
0.23189415
2.650125027


2
ATRNL1
10.24662209
2.008924246
  4.27E−24
4.43413E−22
0.161559889
2.439844608


2
CTA-125H2.1
10.24436092
1.476158977
 3.7588E−24
3.93401E−22
0.257660167
2.516159058


2
DAPK2
10.18653679
1.335023046
6.38842E−24
6.53192E−22
0.312674095
2.633814096


2
IDNK
10.18593693
1.367854118
 6.4691E−24
6.58906E−22
0.29735376
2.570000172


2
NME7
10.18251801
1.43119204
6.81123E−24
6.91106E−22
0.277158774
2.625412464


2
GPATCH8
10.1769886
0.985487103
6.36933E−24
6.53192E−22
0.677576602
3.032249928


2
MAX
10.13594151
1.297172666
1.04123E−23
1.04849E−21
0.323119777
2.558755159


2
CAPN7
10.11698532
1.170868993
1.21698E−23
1.22084E−21
0.411559889
2.776703835


2
ABLIM2
10.10114098
1.082295299
1.36311E−23
1.36229E−21
0.519498607
2.800251007


2
HSPB7
10.09638214
1.265838385
1.51756E−23
1.51097E−21
0.344011142
2.65472126


2
DEPTOR
10.06082535
1.117331147
2.04914E−23
2.02507E−21
0.479108635
2.828598976


2
PPP2R3A
10.01136208
1.170788765
3.41052E−23
3.26134E−21
0.402506964
2.687427521


2
SPTB
9.955547333
1.45314312
6.40171E−23
6.01353E−21
0.247214485
2.498726368


2
FASTKD1
9.881091118
1.248188138
1.22613E−22
1.12787E−20
0.33913649
2.621939182


2
RPS6KA3
9.876933098
1.204159498
1.27453E−22
1.16034E−20
0.36281337
2.690270185


2
ABCA5
9.837368965
1.198592186
1.86671E−22
1.68791E−20
0.355849582
2.608632803


2
AGL
9.799097061
1.50841558
2.93247E−22
2.60725E−20
0.224233983
2.478471041


2
RC3H1
9.767158508
1.169407487
3.62731E−22
3.17199E−20
0.366991643
2.604079962


2
VPS54
9.617312431
1.232736111
1.52492E−21
1.30349E−19
0.325208914
2.658819437


2
ITGA7
9.60340786
1.502045393
1.84219E−21
1.55469E−19
0.217966574
2.493636608


2
ACTN2
9.597738266
1.144365668
1.78173E−21
1.50846E−19
0.393454039
2.780075312


2
FSD2
9.545956612
1.3407197
 3.0355E−21
 2.5456E−19
0.265320334
2.530300856


2
VGLL4
9.514321327
1.137398839
3.92051E−21
3.26718E−19
0.372562674
2.692630768


2
UBE2G1
9.485586166
1.158781409
5.14028E−21
4.27028E−19
0.346796657
2.563081741


2
GATS
9.485530853
1.342911243
5.32946E−21
4.41366E−19
0.259052925
2.484338522


2
MYLPF
9.467499733
1.37778151
6.07695E−21
5.00154E−19
0.270194986
2.612981319


2
OSBPL9
9.453330994
0.973991752
6.63935E−21
5.44755E−19
0.559192201
2.879956961


2
HIBCH
9.404313087
1.492532969
1.16997E−20
9.45367E−19
0.211002786
2.481214762


2
CTA-125H2.2
9.385679245
1.639904261
1.43997E−20
 1.1565E−18
0.178272981
2.471489191


2
CH17-189H20.1
9.357336044
0.948179066
1.60482E−20
1.28502E−18
0.563370474
2.754024982


2
JPH1
9.355898857
1.536561728
1.82541E−20
 1.4529E−18
0.199164345
2.420407772


2
TM4SF1-AS1
9.308712006
1.42626965
2.76487E−20
 2.1746E−18
0.222841226
2.461272001


2
CAP2
9.28083992
0.979027629
3.22003E−20
2.51769E−18
0.579387187
2.936589241


2
FOXO1
9.254095078
0.904131472
4.10698E−20
3.20176E−18
0.670612813
3.107162237


2
LRRFIP2
9.150596619
0.984850407
1.05893E−19
8.13602E−18
0.481197772
2.701161385


2
LMCD1-AS1
9.14753437
1.286452651
1.15772E−19
8.81861E−18
0.26810585
2.739923239


2
SMYD1
9.135910988
1.599646807
1.37596E−19
 1.0451E−17
0.174791086
2.545118809


2
NOCT
9.122423172
1.239103675
1.42977E−19
1.07973E−17
0.277158774
2.478945494


2
FHL1
9.094285965
1.089272141
1.79001E−19
1.33667E−17
0.394846797
2.86081028


2
PDXDC1
9.035777092
0.782205462
2.91959E−19
2.14999E−17
0.766713092
3.167004585


2
MURC
9.010475159
2.05006218
4.47722E−19
3.24312E−17
0.121866295
2.348124981


2
ACTN3
8.991279602
2.541647911
5.75328E−19
4.11143E−17
0.093314763
2.478112459


2
UBAC1
8.976611137
1.11109364
5.11218E−19
3.67304E−17
0.337047354
2.567389488


2
NEDD4L
8.963418961
1.237206459
5.91048E−19
4.21244E−17
0.272980501
2.67182374


2
RP11-701H24.9
8.956338882
1.154746413
6.20549E−19
4.41087E−17
0.309888579
2.64526391


2
EFTUD2
8.913360596
1.242357731
9.17917E−19
6.47265E−17
0.260445682
2.546560526


2
MPV17
8.89673996
0.982405186
1.00765E−18
 7.0679E−17
0.465181058
2.744452


2
CSPP1
8.841982841
1.077187181
1.66151E−18
1.15025E−16
0.350278552
2.662079334


2
PPP1R27
8.832196236
1.071526051
1.78514E−18
1.23263E−16
0.383008357
2.747325659


2
ANO6
8.75551796
1.038853407
 3.499E−18
2.36085E−16
0.367688022
2.597005367


2
SLC8A3
8.711203575
1.274811864
5.31079E−18
3.52955E−16
0.236768802
2.519943714


2
ADAMTS17
8.699940681
1.122858167
5.70393E−18
3.78138E−16
0.313370474
2.650980234


2
MIR133A1HG
8.676164627
1.272400141
7.12595E−18
4.71234E−16
0.242339833
2.611818075


2
ATP1A2
8.669501305
1.013550282
7.28978E−18
4.79682E−16
0.381615599
2.625000477


2
AC016831.7
8.635335922
0.80081749
9.54735E−18
6.22076E−16
0.752785515
3.333477736


2
YBX3
8.587471008
0.869916379
 1.4415E−17
9.16766E−16
0.559888579
2.828118801


2
NDRG2
8.517500877
1.265861273
2.73277E−17
1.70936E−15
0.231197772
2.502215385


2
ASB5
8.461756706
0.988357008
4.20185E−17
2.60378E−15
0.398328691
2.707114458


2
TARID
8.426503181
1.096014261
5.74034E−17
3.53243E−15
0.300139276
2.574516535


2
OSBP
8.293802261
1.522951841
 1.8211E−16
1.08547E−14
0.155988858
2.47021246


2
RP11-381K20.2
8.291800499
0.991250634
1.71667E−16
1.02553E−14
0.376740947
2.64876008


2
LDB3
8.240433693
1.042160749
2.63961E−16
1.54904E−14
0.328690808
2.69546175


2
RP11-111E14.1
8.154454231
1.239096403
 5.4578E−16
3.08703E−14
0.216573816
2.556805134


2
STAG3
8.103200912
1.195616007
8.18879E−16
 4.5542E−14
0.224233983
2.446111679


2
PFDN1
8.083060265
1.097155929
9.52363E−16
5.25262E−14
0.270194986
2.544675827


2
SMG1
8.0507164
0.927414656
1.21134E−15
6.59084E−14
0.385793872
2.600693464


2
RP11-325B23.2
8.046936035
2.2081635
1.45199E−15
7.78219E−14
0.088440111
2.521135807


2
PLCD4
8.044467926
1.257099986
1.32032E−15
7.16315E−14
0.201253482
2.449908018


2
MEGF11
7.993710041
1.345814466
1.98729E−15
 1.0503E−13
0.178272981
2.443405867


2
FAM160A1
7.943561077
1.070365667
2.86396E−15
1.48702E−13
0.277855153
2.559786081


2
RABEP2
7.939690113
1.660895348
3.16903E−15
1.63902E−13
0.125348189
2.57096076


2
CCBL1
7.888772011
1.283893228
4.54523E−15
 2.3192E−13
0.185236769
2.477937937


2
ITGAD
7.881355762
1.209865689
4.76724E−15
2.42318E−13
0.207520891
2.470207214


2
MAPRE2
7.864051342
1.339866281
 5.5226E−15
2.79643E−13
0.172005571
2.379411936


2
SLC7A6OS
7.784037113
0.886673033
9.82506E−15
4.90036E−13
0.408774373
2.698702335


2
PCNT
7.755803585
0.88328594
1.21878E−14
5.98891E−13
0.408774373
2.608603716


2
BCAT2
7.693685532
1.498863459
2.08928E−14
1.01724E−12
0.135793872
2.458563805


2
SAR1B
7.604748726
1.161635399
3.98633E−14
1.90256E−12
0.204735376
2.451047182


2
CYSTM1
7.597158432
0.855047941
4.11289E−14
1.95945E−12
0.415738162
2.715715647


2
MAP4
7.584487438
0.783651412
4.49487E−14
 2.1376E−12
0.52367688
2.778790474


2
CDH20
7.581692696
1.439700842
 4.8603E−14
2.29904E−12
0.149721448
3.055915356


2
SLC7A6
7.552805424
0.836919785
5.72863E−14
2.68589E−12
0.435236769
2.702646971


2
TBC1D8
7.492002964
0.760450542
 8.9801E−14
4.14457E−12
0.622562674
2.948975563


2
UCP3
7.491968155
1.373534441
9.42994E−14
4.34464E−12
0.149721448
2.380850792


2
QKI
7.482615948
0.782707155
9.67772E−14
4.45108E−12
0.499303621
2.750769138


2
RP11-768F21.1
7.455995083
0.907964587
1.18811E−13
5.38991E−12
0.35724234
2.763791084


2
PPP2CB
7.451770306
1.228711009
1.25493E−13
5.67363E−12
0.179665738
2.392320871


2
TNNI2
7.440026283
1.43921411
1.36576E−13
6.13298E−12
0.146935933
2.446006775


2
PLCL1
7.424995899
1.099077344
1.51871E−13
6.78547E−12
0.222144847
2.530218601


2
EEPD1
7.419616699
0.909545183
1.55257E−13
6.92511E−12
0.3454039
2.601792574


2
YPEL1
7.359941959
1.545721054
2.54814E−13
1.12152E−11
0.118384401
2.390249729


2
C1orf21
7.234695911
0.735199749
5.97287E−13
2.53647E−11
0.545961003
2.809204578


2
RIF1
7.184455872
0.799603105
8.57836E−13
3.56324E−11
0.46448468
2.761728287


2
RP11-724O16.1
7.179073334
1.174935699
9.18811E−13
3.78693E−11
0.178272981
2.477341413


2
KCNQ5
7.177054882
0.832256138
9.05656E−13
 3.7385E−11
0.473537604
3.087995052


2
GREM2
7.158013344
2.362577677
1.16258E−12
4.75476E−11
0.064763231
2.61250639


2
SF3A3
7.156067848
0.893221378
1.05966E−12
4.34724E−11
0.328690808
2.675466299


2
AFF1
7.124284744
0.751128793
1.32348E−12
5.38798E−11
0.509749304
2.916652441


2
PHKA1-AS1
7.10361433
1.795637369
1.63683E−12
6.59296E−11
0.089832869
2.407684326


2
RP11-118M9.3
7.06819725
0.985042572
1.99263E−12
7.97774E−11
0.247214485
2.488824368


2
ANO5
7.065400124
1.081579208
2.04882E−12
8.19035E−11
0.201253482
2.422908545


2
KCNN3
7.031439781
1.725272894
2.71554E−12
1.08231E−10
0.092618384
2.417104006


2
SGCD
7.011361599
0.83352083
2.95147E−12
1.17458E−10
0.357938719
2.62675643


2
ARG2
7.004193306
1.130879283
3.16516E−12
1.25399E−10
0.183147632
2.482298851


2
UHMK1
7.004192829
1.633211374
3.25003E−12
 1.2857E−10
0.100278552
2.348406315


2
EIF4E2
6.989606857
0.929745317
3.45793E−12
1.35985E−10
0.267409471
2.432109833


2
TRIM72
6.978973389
1.258201599
3.80899E−12
1.49348E−10
0.147632312
2.395759106


2
FBXO32
6.926582813
0.757482648
5.30214E−12
2.04278E−10
0.610027855
3.126409054


2
SRSF12
6.919035912
1.065464854
5.70706E−12
2.18612E−10
0.199164345
2.477087259


2
GIPC2
6.886085033
1.436264634
7.31253E−12
2.77313E−10
0.116295265
2.335165977


2
PRPF38A
6.859508991
1.436969161
8.81813E−12
3.32041E−10
0.11281337
2.422100782


2
MAP4K1
6.846466541
0.904442847
 9.3134E−12
3.49207E−10
0.282033426
2.582720518


2
EIF4EBP2
6.836361408
1.36964643
1.02844E−11
3.83449E−10
0.122562674
2.457288027


2
CEP350
6.78497839
0.830313146
 1.4169E−11
5.20982E−10
0.324512535
2.575741768


2
GPC6
6.75184536
0.874689579
1.77285E−11
6.46496E−10
0.293871866
2.53576684


2
SGPL1
6.7495327
1.012101173
1.81858E−11
6.62263E−10
0.204038997
2.385946035


2
TP63
6.746804237
0.779379368
1.82358E−11
6.63173E−10
0.436629526
2.831641674


2
LINC00691
6.738100052
1.577709198
2.02089E−11
7.30929E−10
0.098189415
2.432112217


2
ROBO1
6.703614235
0.933861554
2.47323E−11
8.89694E−10
0.248607242
2.619490623


2
LMCD1
6.701635361
1.128221393
2.52935E−11
9.06201E−10
0.165041783
2.468908548


2
ATXN1
6.70138216
0.814601421
2.49728E−11
8.97131E−10
0.33356546
2.641089916


2
DENND2C
6.700279236
0.856641948
2.50997E−11
9.00474E−10
0.309888579
2.626244307


2
C3orf35
6.690110207
1.183240056
2.73921E−11
9.73516E−10
0.150417827
2.381352425


2
XIRP2
6.674599171
1.274981976
3.04419E−11
 1.0763E−09
0.135793872
2.462682247


2
FKBP5
6.648350239
0.514728904
3.53549E−11
1.24322E−09
0.901810585
3.89447403


2
CACNA2D3
6.634839058
0.895377755
3.91389E−11
1.36724E−09
0.258356546
2.544224024


2
RPTOR
6.555390835
0.887068093
6.63254E−11
2.28393E−09
0.252785515
2.528850079


2
HFE
6.538581371
1.359131813
7.57718E−11
2.59243E−09
0.114206128
2.526535988


2
TAC4
6.533810616
1.059311152
7.70214E−11
2.63179E−09
0.174094708
2.44306922


2
RP11-83A24.2
6.520637989
0.781659007
 8.2831E−11
2.81944E−09
0.348189415
2.608185291


2
GLRA1
6.508709431
1.019299984
9.05534E−11
3.07442E−09
0.192896936
2.538327932


2
PRKCA
6.505006313
0.895421505
9.23527E−11
3.12752E−09
0.246518106
2.513574362


2
COBL
6.504925728
1.025705338
9.29714E−11
3.14447E−09
0.187325905
2.495893717


2
RP11-371F15.3
6.500091076
1.140411139
9.63618E−11
 3.255E−09
0.153899721
2.434439659


2
LRRC38
6.491117477
1.679222345
 1.0485E−10
3.53276E−09
0.080779944
2.344185352


2
SPAG1
6.483561993
0.927696943
 1.0631E−10
3.57741E−09
0.229108635
2.530188084


2
SMTNL2
6.480492592
1.226150632
1.09848E−10
3.68712E−09
0.132311978
2.354197025


2
JPX
6.475807667
0.760470688
1.11204E−10
3.71856E−09
0.360027855
2.643571138


2
MLIP-AS1
6.46105051
0.884789109
1.22794E−10
4.08368E−09
0.247214485
2.441102743


2
VCL
6.460318089
0.779491663
1.22891E−10
 4.8368E−09
0.341922006
2.617013454


2
AC016722.4
6.422340393
1.800293326
1.64957E−10
5.38724E−09
0.071727019
2.327499628


2
NPR3
6.420158386
2.21854949
1.69559E−10
5.52396E−09
0.056406685
2.289549828


2
ANKDD1B
6.37232399
1.225426793
2.21771E−10
7.13748E−09
0.126044568
2.38174057


2
UACA
6.368700027
0.767962694
2.22489E−10
7.15192E−09
0.33356546
2.606976509


2
AC097662.2
6.355463505
1.311779976
2.46931E−10
7.89942E−09
0.116991643
2.438013315


2
MSS51
6.329762936
1.573665023
2.95558E−10
9.38724E−09
0.08356546
2.329020262


2
ARHGEF26
6.313342571
0.842444062
 3.1785E−10
1.00592E−08
0.263927577
2.531813622


2
NODAL
6.294103146
1.306126118
3.67354E−10
1.15434E−08
0.110724234
2.436511517


2
HIGD1C
6.235577106
1.114391446
5.25696E−10
1.62312E−08
0.144846797
2.409444332


2
USP39
6.212731838
0.701708555
5.98486E−10
1.83932E−08
0.401810585
2.730509996


2
PIGB
6.207038403
0.792293847
6.21479E−10
1.90558E−08
0.288300836
2.521140575


2
SPRTN
6.165034294
0.77936244
8.06355E−10
 2.4304E−08
0.312674095
2.62133193


2
CTD-2193G5.1
6.154533386
3.582132339
9.42298E−10
2.82095E−08
0.034122563
2.28572607


2
PHKG1
6.149110317
0.851213336
8.94283E−10
2.69183E−08
0.241643454
2.521023035


2
DDIT4L
6.133386612
1.341973901
1.00345E−09
2.99728E−08
0.102367688
2.355370045


2
TACC2
6.109323025
0.680676758
1.13653E−09
3.37957E−08
0.443593315
2.696925402


2
UNC13C
6.107163429
1.186853886
 1.1735E−09
3.48564E−08
0.124651811
2.474754333


2
ZBTB43
6.103628635
0.788885057
1.18274E−09
3.50915E−08
0.277855153
2.480987549


2
ADPRHL1
6.093958855
1.129997492
1.27184E−09
3.76091E−08
0.132311978
2.360782146


2
STRIP2
6.019375801
1.43728292
2.02454E−09
5.85003E−08
0.088440111
2.355104446


2
RIC1
5.99045372
0.714269519
2.36163E−09
6.77987E−08
0.341922006
2.60409236


2
SLC7A8
5.983870029
1.03828299
2.48204E−09
7.11786E−08
0.151114206
2.443205595


2
OPTN
5.980839729
0.770238936
2.50625E−09
7.16411E−08
0.281337047
2.465133905


2
GPD2
5.979398251
1.100984693
2.55513E−09
7.28815E−08
0.135793872
2.376873016


2
HSF2
5.975235939
1.195581675
2.62834E−09
7.47037E−08
0.115598886
2.32460022


2
IL12RB2
5.963813305
0.742729962
2.77671E−09
7.86114E−08
0.314763231
2.645468473


2
RFX3-AS1
5.957685947
0.886065722
2.89678E−09
8.18364E−08
0.20264624
2.485669851


2
ATG14
5.953915119
0.744897127
2.94847E−09
 8.312E−08
0.307103064
2.591814518


2
CTD-2545M3.8
5.951681137
1.111817956
3.02855E−09
8.51967E−08
0.129526462
2.489305258


2
CDH4
5.873009205
1.095511317
 4.8393E−09
1.32938E−07
0.132311978
2.458757639


2
FTX
5.849728584
0.516242743
5.48183E−09
1.49619E−07
0.722841226
3.080647707


2
KLHL30
5.849437714
1.227560163
5.58979E−09
1.52097E−07
0.106545961
2.399178982


2
ARL5A
5.844782829
0.826559246
5.68048E−09
1.54407E−07
0.223537604
2.44156599


2
DAAM2
5.839938641
0.853044868
 5.8481E−09
1.57994E−07
0.215877437
2.524725437


2
CLCA2
5.836750984
1.558387637
6.09763E−09
1.64235E−07
0.072423398
2.342546225


2
HDAC4
5.832043171
0.62859869
6.08989E−09
1.64192E−07
0.470752089
2.720723867


2
PRKCA-AS1
5.831533432
1.210987568
6.21719E−09
1.66947E−07
0.110724234
2.504149675


2
NOS1
5.829775333
0.891424894
6.22507E−09
 1.6699E−07
0.193593315
2.566907883


2
ADCY9
5.826086521
0.744399965
6.32864E−09
1.69597E−07
0.298746518
2.652387381


2
C9orf147
5.821271896
1.215771198
6.61341E−09
 1.7705E−07
0.106545961
2.41872263


2
COL4A4
5.79391098
1.049885988
 7.7102E−09
2.04968E−07
0.139972145
2.427021503


2
TPM1
5.787310123
0.813521087
7.95182E−09
2.10549E−07
0.248607242
2.619199753


2
ASPH
5.778774261
0.721340954
8.36533E−09
2.20838E−07
0.299442897
2.506700993


2
NBPF19
5.752398491
0.919067919
9.80432E−09
2.55528E−07
0.178272981
2.473294497


2
RHOBTB3
5.746473789
0.668528318
1.00904E−08
2.61701E−07
0.366991643
2.606042624


2
MYOT
5.734789848
0.677414119
1.07986E−08
 2.7871E−07
0.364206128
2.633442402


2
FBXO34
5.723662853
0.762316346
1.15569E−08
2.97127E−07
0.258356546
2.503517866


2
TNIK
5.722539425
0.816108584
1.16508E−08
 2.9925E−07
0.222841226
2.520632505


2
PRKCQ
5.703382015
1.279626489
1.31775E−08
3.37487E−07
0.0954039
2.417065144


2
ERMP1
5.69082737
0.709023356
1.39528E−08
3.56654E−07
0.318941504
2.630086184


2
NR3C2
5.6850214
0.721586823
1.44468E−08
3.68928E−07
0.305013928
2.715060949


2
PDZD2
5.678699493
0.603422284
 1.4954E−08
3.81148E−07
0.47005571
2.768898249


2
RP11-897M7.4
5.67139864
2.886715174
1.65381E−08
4.16334E−07
0.033426184
2.496524096


2
RP11-21A7A.2
5.668232918
0.778700352
1.59367E−08
4.02719E−07
0.243036212
2.521104336


2
ORC1
5.658322811
1.3919245
1.71732E−08
4.30691E−07
0.080083565
2.365468025


2
RP11-96C21.2
5.601378441
1.360013962
2.37232E−08
5.82325E−07
0.082869081
2.386307001


2
GTF2IRD1
5.598028183
0.639932036
2.37598E−08
5.82686E−07
0.393454039
2.676052094


2
NRAP
5.590621471
0.790347159
 2.4873E−08
6.06072E−07
0.223537604
2.494631529


2
RP11-96H19.1
5.589625359
0.934019744
2.51174E−08
6.10349E−07
0.163649025
2.62950182


2
SRL
5.589553356
0.769065976
2.50193E−08
6.08521E−07
0.239554318
2.497394323


2
LINC00222
5.577963352
1.59605062
2.72833E−08
6.59963E−07
0.064066852
2.372701168


2
TBC1D4
5.571581364
0.810743451
2.77413E−08
 6.7043E−07
0.211002786
2.488338947


2
RP4-791M13.4
5.568320751
1.210481882
2.85772E−08
6.86266E−07
0.096796657
2.385561228


2
ATP1B1
5.551194191
0.783350825
3.11123E−08
7.45127E−07
0.228412256
2.523638248


2
TRIM63
5.544465065
0.60120213
 3.2175E−08
7.69883E−07
0.578690808
2.96773386


2
PKIA
5.541107655
1.316698074
3.33744E−08
7.95005E−07
0.084261838
2.35764575


2
RP11-138H8.2
5.538577557
0.858448386
3.34641E−08
7.95716E−07
0.183147632
2.429870129


2
PWAR6
5.535499096
1.076404333
3.42622E−08
8.12511E−07
0.116991643
2.430520058


2
OBSCN
5.535283566
0.627835393
3.39038E−08
8.05449E−07
0.412256267
2.646905184


2
HADH
5.527839184
1.297817588
3.59645E−08
 8.4759E−07
0.085654596
2.391655922


2
MDH1
5.518513203
1.031569123
3.75997E−08
8.82215E−07
0.128133705
2.347667217


2
DGKG
5.516396999
0.66420424
3.77652E−08
8.85317E−07
0.324512535
2.514449596


2
CASQ1
5.511046886
1.345184684
3.95611E−08
9.24157E−07
0.080083565
2.375735283


2
FBXL17
5.492256165
0.628690541
 4.3246E−08
1.00231E−06
0.373259053
2.631012678


2
ABRA
5.489327908
1.4626894
4.47243E−08
1.03297E−06
0.071030641
2.332040071


2
STIM1
5.439383984
0.609540999
5.80471E−08
 1.3223E−06
0.401810585
2.659013033


2
RP13-270P17.2
5.437913418
0.795121312
5.87348E−08
1.33682E−06
0.211002786
2.584181309


2
PPP1R42
5.437757015
1.579106688
5.99426E−08
1.36314E−06
0.062674095
2.55819273


2
PRSS23
5.399886608
0.712593496
7.24289E−08
1.63174E−06
0.26810585
2.725646257


2
ATP2A3
5.373728275
1.126223564
8.43395E−08
1.88252E−06
0.102367688
2.393721104


2
RP11-230G5.2
5.363270283
1.397930861
8.98182E−08
1.99643E−06
0.071727019
2.31652379


2
LMTK2
5.358157635
1.16266048
9.18126E−08
2.03735E−06
0.097493036
2.359257698


2
SPPL2A
5.346503258
0.6294204
9.68974E−08
2.14303E−06
0.346796657
2.621865273


2
PDE7A
5.336833477
0.584426701
1.02042E−07
 2.2512E−06
0.443593315
2.740092754


2
ATP2A1-AS1
5.328604698
1.705129623
 1.0935E−07
2.39848E−06
0.05362117
2.451464415


2
RP11-665C16.5
5.325303078
0.719527483
1.08926E−07
2.39116E−06
0.247910864
2.524702072


2
PDE5A
5.320473671
0.599351346
1.11632E−07
2.44451E−06
0.412952646
2.799374819


2
AC010976.2
5.320057392
0.9146052
1.12584E−07
2.46333E−06
0.145543175
2.438490391


2
MLF1
5.312267303
1.561250448
1.18923E−07
2.59562E−06
0.060584958
2.304358721


2
SEC13
5.301802158
0.726881862
1.23838E−07
2.69183E−06
0.235376045
2.493355513


2
EIF4G3
5.28313303
0.567033887
1.36593E−07
2.95459E−06
0.456128134
2.692622423


2
RP6-74O6.2
5.266332626
1.063654423
1.50992E−07
3.25018E−06
0.107938719
2.441189528


2
RUSC2
5.261108875
0.81572777
1.54472E−07
3.31704E−06
0.181754875
2.457683086


2
COL4A3
5.254999638
0.88800019
1.59722E−07
3.42423E−06
0.157381616
2.464712858


2
ANKS1B
5.251470566
0.68929261
1.62485E−07
3.47786E−06
0.275069638
2.725922108


2
RP5-1042K10.10
5.237930775
0.724867165
1.74684E−07
3.71801E−06
0.233983287
2.461925507


2
GHR
5.237748623
0.583493829
1.74495E−07
3.71721E−06
0.424791086
2.761683702


2
HSPB8
5.237487793
0.888152897
1.75564E−07
3.73375E−06
0.151810585
2.410430908


2
MAP3K19
5.23617363
0.948098719
1.77005E−07
3.75839E−06
0.135793872
2.452893972


2
FAM20A
5.235136032
0.725234747
1.77362E−07
3.75996E−06
0.242339833
2.668307781


2
RP11-350J20.5
5.212409973
1.161624908
2.01765E−07
 4.2334E−06
0.092618384
2.349050283


2
SPIDR
5.207962036
0.593797565
2.04766E−07
4.29298E−06
0.396935933
2.799469471


2
AJ006998.2
5.197962284
1.404061794
2.18621E−07
4.56546E−06
0.069637883
2.355150223


2
PPIL2
5.192333698
1.150898933
2.24735E−07
4.67111E−06
0.092618384
2.452603102


2
FEZ2
5.191616058
0.619407117
2.23327E−07
 4.6564E−06
0.375348189
2.811244488


2
PLCL2
5.183706284
0.863212109
2.33792E−07
4.83667E−06
0.158077994
2.43826437


2
ENOX1
5.174427509
0.891754627
2.45982E−07
5.07306E−06
0.146935933
2.504847527


2
EDARADD
5.164002895
0.964813292
2.60461E−07
5.33443E−06
0.123259053
2.447891235


2
RP11-840I19.3
5.161579132
0.881000698
 2.6309E−07
5.37999E−06
0.151114206
2.494693279


2
TRIM13
5.161230564
0.642785728
2.62523E−07
5.37254E−06
0.302228412
2.570054293


2
NXN
5.137310028
0.650929749
 2.9794E−07
  6.06E−06
0.28551532
2.50474143


2
TMEM233
5.115921974
0.695633292
3.33556E−07
6.73292E−06
0.244428969
2.493121624


2
CAST
5.094389439
0.635387361
3.73176E−07
7.47027E−06
0.296657382
2.514803171


2
ANKUB1
5.079537868
0.596240044
4.03054E−07
8.02606E−06
0.350278552
2.576567173


2
RP11-191G24.1
5.076295853
1.132889152
4.13611E−07
8.21781E−06
0.091225627
2.439796686


2
ASB2
5.064565182
0.621213555
4.35967E−07
8.62332E−06
0.309192201
2.531451464


2
RP11-845C23.3
5.055278778
1.291176796
4.63044E−07
9.12495E−06
0.071030641
2.375842333


2
AVIL
5.042407036
0.77113831
4.90125E−07
9.60877E−06
0.182451253
2.379517317


2
RP11-417L19.4
5.035621643
1.494982123
5.13626E−07
1.00104E−05
0.057103064
2.347417831


2
RBM24
5.012312889
0.845932543
5.73523E−07
1.10723E−05
0.14902507
2.42898345


2
C2orf68
4.986400127
1.203736186
6.58321E−07
1.25996E−05
0.078690808
2.346474171


2
NEXN-AS1
4.979665756
0.94586575
6.78896E−07
1.29747E−05
0.11908078
2.327686548


2
ITIH2
4.977892399
1.093369961
6.86648E−07
1.31134E−05
0.091922006
2.326326132


2
ENO3
4.975479126
0.73831892
 6.9045E−07
1.31671E−05
0.206128134
2.463131666


2
RP11-141J13.5
4.960946083
1.284856796
7.51298E−07
1.42254E−05
0.069637883
2.256334782


2
RMDN1
4.949790001
0.914476573
7.90288E−07
1.49212E−05
0.125348189
2.382666111


2
GANC
4.941973686
0.89636749
 8.2188E−07
1.54956E−05
0.13091922
2.365914583


2
CAPN3
4.94039011
1.093841314
8.31138E−07
 1.5648E−05
0.090529248
2.358281612


2
CDKL4
4.938215256
0.842688084
8.37549E−07
1.57575E−05
0.146239554
2.414891481


2
CACNG1
4.937208652
1.082373261
8.44884E−07
1.58731E−05
0.091225627
2.39936924


2
OIP5
4.923621178
0.814549446
9.01286E−07
1.67551E−05
0.155988858
2.404318333


2
MTHFD1
4.905974865
0.997048259
9.88254E−07
1.81937E−05
0.105153203
2.406636


2
MYO9B
4.901232719
0.688358784
1.00806E−06
 1.8507E−05
0.220752089
2.514403343


2
MS4A5
4.888898849
1.180695176
1.07874E−06
1.97366E−05
0.079387187
2.291327477


2
GDNF
4.871778488
1.49559474
1.18207E−06
2.14787E−05
0.05362117
2.317410469


2
NFE2L3
4.841413021
0.670194924
1.36034E−06
2.45508E−05
0.23189415
2.496360779


2
RFXAP
4.822390556
1.262985468
1.50927E−06
2.70367E−05
0.066852368
2.44219327


2
SLC10A1
4.776978493
1.198511958
1.88456E−06
3.30469E−05
0.073816156
2.377542496


2
NT5C3A
4.758224964
0.754036367
2.05646E−06
 3.5708E−05
0.169220056
2.452103615


2
TSPAN5
4.755232334
1.136141896
2.09431E−06
3.62468E−05
0.082869081
2.557271719


2
RP11-227G15.12
4.754445553
0.696479797
2.09279E−06
3.62441E−05
0.199164345
2.421836138


2
FAM78B
4.74349165
1.144863367
2.22089E−06
 3.8288E−05
0.07729805
2.370228529


2
AC004485.3
4.732640743
1.023942471
2.33835E−06
4.00791E−05
0.092618384
2.373409033


2
PPP3CC
4.695434093
0.559160054
2.78856E−06
4.70077E−05
0.330083565
2.612251043


2
FAM168A
4.689260483
0.60872823
2.87394E−06
4.84163E−05
0.282729805
2.69628191


2
TMEM38A
4.683812141
0.710946739
2.95437E−06
4.95828E−05
0.18454039
2.455602407


2
LINC00866
4.683024406
1.197327256
 2.9838E−06
 5.0045E−05
0.070334262
2.426511765


2
ASB15
4.67249918
1.099468827
3.13534E−06
5.22242E−05
0.080779944
2.33115387


2
RNLS
4.665720463
0.731162846
3.22546E−06
 5.3591E−05
0.176880223
2.616832972


2
STAC3
4.657020569
0.658814192
3.35983E−06
5.56843E−05
0.215181058
2.405588627


2
FBXO40
4.646110058
1.162362933
3.56439E−06
5.87815E−05
0.071030641
2.408435583


2
SLC9C2
4.637392521
1.175510526
3.71315E−06
6.10076E−05
0.071030641
2.415346861


2
NBPF14
4.635867119
1.058641553
3.73287E−06
 6.1256E−05
0.086350975
2.305544853


2
TLE4
4.630598068
0.690673888
3.81696E−06
 6.252E−05
0.192896936
2.480966091


2
LRRC2
4.615401268
0.610852897
4.10145E−06
6.68094E−05
0.253481894
2.519150496


2
C9orf24
4.611897945
1.07370317
4.18919E−06
6.80717E−05
0.082172702
2.28044939


2
LINC00499
4.609989166
2.183970928
4.28851E−06
6.95786E−05
0.029247911
2.339988708


2
TMOD1
4.606504917
0.755767822
4.28332E−06
6.95589E−05
0.159470752
2.379768133


2
TNKS2
4.606076717
0.70644623
4.29239E−06
6.95786E−05
0.178969359
2.428109884


2
C16orf45
4.583384514
0.638339698
4.77793E−06
7.67936E−05
0.227019499
2.546530962


2
RP11-473C19.1
4.575073242
1.065599918
4.99545E−06
7.99512E−05
0.080779944
2.498821974


2
TUBA4A
4.563204765
1.233139515
5.28815E−06
8.41797E−05
0.063370474
2.377240658


2
UBXN8
4.553378582
0.94791162
5.52383E−06
8.77379E−05
0.098885794
2.322859526


2
AC073254.1
4.547802925
1.671471834
5.71952E−06
9.04507E−05
0.039693593
2.373834848


2
GLRX
4.539978981
0.649094343
5.86691E−06
9.26164E−05
0.211699164
2.463886261


2
DYSF
4.539159298
0.835072935
5.90207E−06
9.30609E−05
0.124651811
2.460660458


2
NFIC
4.533635616
0.521701992
6.04041E−06
 9.5073E−05
0.355153203
2.612131596


2
FILIP1
4.525385857
0.550269783
6.28005E−06
9.84847E−05
0.307103064
2.54828763


2
MACROD2
4.525078773
0.530305207
6.28681E−06
9.84847E−05
0.352367688
2.613668442


2
RHOBTB1
4.516298294
0.96162647
6.57823E−06
0.000102506
0.094707521
2.455159664


2
ELOVL6
4.516298294
1.217215061
6.59464E−06
0.000102702
0.064066852
2.353335857


2
SETBP1
4.503486156
0.563889563
6.95908E−06
0.000107746
0.290389972
2.59438777


2
PCMT1
4.493499279
0.708875835
7.29844E−06
0.000112738
0.170612813
2.455319881


2
RAB2A
4.460028172
0.586815536
8.51945E−06
0.000129789
0.254874652
2.491251707


2
MED14
4.45724678
1.019259334
8.66626E−06
0.000131723
0.082869081
2.441529274


2
CTD-2012K14.6
4.455593109
1.334915996
8.76551E−06
0.000133156
0.052228412
2.358851671


2
LYSMD4
4.451208115
1.074837685
8.91055E−06
0.000134933
0.075905292
2.306442022


2
FOXN4
4.451116562
1.006162047
8.91297E−06
0.000134933
0.08356546
2.33046174


2
PFKFB1
4.446200848
1.331564903
9.15354E−06
0.000138182
0.052228412
2.455097914


2
AP3M1
4.432250023
1.016447186
9.71636E−06
0.000145932
0.08356546
2.294987202


2
ANKRD1
4.429760933
1.666306138
9.88021E−06
0.000148142
0.039693593
2.345541954


2
MTFR1
4.425400257
0.531777561
9.99149E−06
0.000149513
0.321727019
2.537325382


2
CTD-2184D3.5
4.409750938
1.133828282
1.07882E−05
0.00016013 
0.068941504
2.283704042


2
CPLX2
4.406963825
1.556626558
1.09778E−05
0.000162762
0.041086351
2.326317549


2
SLC24A1
4.39994812
0.598594308
1.12361E−05
0.000166315
0.236768802
2.519087076


2
PRDM2
4.396284103
0.674488187
1.14326E−05
0.000168754
0.178969359
2.43966651


2
IP6K3
4.390651703
0.650248408
1.17299E−05
0.000172853
0.191504178
2.470902205


2
RP11-293P20.2
4.383620739
0.928428948
1.21526E−05
0.000178785
0.091922006
2.469679117


2
MBNL1
4.372125149
0.384372205
1.27428E−05
0.000186231
0.720752089
3.058981895


2
JMY
4.367392063
0.777659357
1.30537E−05
0.000190461
0.13091922
2.439778328


2
SLC38A4
4.351665497
1.040799022
1.40464E−05
0.000203493
0.076601671
2.374114513


2
NUDCD2
4.337947845
1.113659024
1.49594E−05
0.000215428
0.067548747
2.338478088


2
EIF4ENIF1
4.325204372
0.650254726
1.57853E−05
0.000226218
0.186629526
2.515657425


2
GPAT3
4.323894024
0.855479479
 1.5899E−05
0.000227725
0.107938719
2.368318796


2
COL6A6
4.319997311
0.805256009
1.61737E−05
0.000231162
0.120473538
2.294594765


2
CNOT7
4.292122841
0.774126947
1.83304E−05
0.000260169
0.126044568
2.37527132


2
ZNF565
4.276602745
0.48028174
1.96058E−05
0.000275185
0.390668524
2.669239759


2
AMPD1
4.267043591
0.851922631
2.05186E−05
0.000286785
0.103064067
2.369297266


2
PBX1
4.241826534
0.487908036
2.28793E−05
0.000316618
0.376740947
2.660062313


2
ACYP2
4.238454819
0.448799998
2.32226E−05
0.000320868
0.456128134
2.699268818


2
PEX5L
4.233957291
0.498390526
2.36853E−05
0.000326582
0.411559889
2.892577171


2
TEAD1
4.233444214
0.573230445
2.37588E−05
0.000327283
0.238857939
2.482517004


2
ZFAND1
4.232156754
0.593358397
2.39001E−05
0.000329032
0.230501393
2.750156403


2
UBASH3B
4.226789951
1.036763191
2.45327E−05
0.000336868
0.075208914
2.448854685


2
CRLF3
4.221986294
0.543428361
2.49905E−05
0.000342623
0.266713092
2.55253315


2
MIR4300HG
4.216204643
0.771972835
2.56633E−05
0.000349504
0.123955432
2.335755348


2
BLCAP
4.211777687
0.625182033
2.61476E−05
0.00035519 
0.189415042
2.371333838


2
SMAD9
4.20653677
0.813837707
 2.6803E−05
0.000363351
0.110027855
2.427425861


2
DPF3
4.20170927
0.53338021
2.73164E−05
0.000369557
0.282033426
2.535052299


2
ASB14
4.198912621
0.655549347
2.76786E−05
0.000373696
0.169916435
2.425019979


2
RP11-415J8.3
4.19524622
0.471310765
2.81001E−05
0.000379003
0.38718663
2.720638752


2
PPARGC1B
4.189446926
0.865730047
2.88857E−05
0.000389005
0.097493036
2.334485292


2
SOX6
4.160306454
0.502826691
3.27299E−05
0.000436355
0.323119777
2.587557077


2
RP11-61I13.3
4.152643681
1.269664407
3.40072E−05
0.000451572
0.050139276
2.307988644


2
AC008592.4
4.151975632
1.22481966
3.40946E−05
0.000452506
0.05362117
2.281617641


2
VMP1
4.148012638
0.5133093
 3.4534E−05
0.000457424
0.298746518
2.563537121


2
LRTM1
4.1448946
0.86163789
 3.5095E−05
0.00046347 
0.096100279
2.550363779


2
ZNF552
4.143170357
0.876558423
3.53479E−05
0.000465654
0.092618384
2.357055664


2
NME9
4.120464325
0.614403903
3.89304E−05
0.000507068
0.188022284
2.507870674


2
RP11-701H24.3
4.115634441
1.891359925
4.01399E−05
0.000521544
0.027855153
2.272927046


2
CHN2
4.112382889
0.615279734
4.03094E−05
0.000523235
0.20264624
2.900796175


2
RP11-1035H13.2
4.111886501
1.593580127
4.06923E−05
0.00052769 
0.034818942
2.291850567


2
MCFD2
4.110617638
0.797943354
4.06604E−05
0.000527533
0.109331476
2.414054871


2
CNTFR
4.107055664
1.07681191
4.13697E−05
0.000534697
0.063370474
2.341659784


2
ARNTL
4.106516838
0.689685106
4.13548E−05
0.000534697
0.143454039
2.373048782


2
HOMER2
4.10157156
0.594580948
4.22192E−05
0.000544568
0.201949861
2.530786514


2
CECR2
4.098083973
0.532681108
4.28433E−05
0.000551548
0.258356546
2.497214317


2
NPAS3
4.08330822
0.649238706
4.56608E−05
0.000583581
0.171309192
2.520658255


2
MALAT1
4.079178333
0.215242431
4.64276E−05
0.000592241
1
6.245911121


2
GPA33
4.068855286
0.989072084
4.87057E−05
0.000617744
0.071030641
2.392682314


2
PDZK1
4.051550865
1.068580389
5.24338E−05
0.000660815
0.063370474
2.321617842


2
RP11-752G15.8
4.048782825
1.110365987
5.30743E−05
0.000667737
0.058495822
2.335519314


2
SYNPO2
4.046543121
0.523881972
5.33878E−05
0.000670729
0.263927577
2.553916454


2
RP11-973F15.2
4.033205509
2.257255077
 5.7173E−05
0.000711558
0.021587744
2.274414063


2
MFSD11
4.029252529
0.605549634
5.74665E−05
0.000713873
0.183844011
2.406802893


2
TAS1R1
4.025084019
0.975622296
5.86229E−05
0.00072688 
0.072423398
2.353468657


2
GRIP2
4.010518074
0.98899579
 6.236E−05
0.000769628
0.068941504
2.334583998


2
UGP2
4.002491474
0.53459239
6.43116E−05
0.000791875
0.240947075
2.477511883


2
PRKAA2
3.999798536
0.875177681
6.51687E−05
0.000801315
0.086350975
2.348588705


2
HSDL2
3.999579668
0.647527456
6.51423E−05
0.000801315
0.155988858
2.478396416


2
RAPSN
3.99588418
1.119654059
6.63892E−05
0.000814064
0.055013928
2.384639978


2
C10orf71
3.994290829
0.589156926
6.65796E−05
0.000815646
0.190807799
2.436016321


2
UBFD1
3.989792347
0.798439205
6.79526E−05
0.000829408
0.100278552
2.405948162


2
CFAP100
3.98927784
0.563872755
6.79969E−05
0.000829569
0.210306407
2.502967596


2
RP11-69E11.4
3.982481718
0.825202763
 7.0075E−05
0.000851016
0.093314763
2.406761885


2
CTD-2555O16.2
3.971779585
0.902197897
7.32852E−05
0.000885551
0.081476323
2.411922932


2
CHST15
3.968417406
1.036563516
7.43293E−05
0.000897075
0.06545961
2.31648159


2
DCLRE1C
3.964056253
0.720474303
7.56097E−05
0.000909506
0.123955432
2.448776245


2
CD247
3.96282506
1.457734346
7.65162E−05
0.000919525
0.036211699
2.931155443


2
SGCG
3.958671808
0.698097527
7.73128E−05
0.00092497 
0.13091922
2.393152952


2
UNC45B
3.954483747
1.121533871
7.88886E−05
0.000941405
0.055013928
2.281417608


2
EGLN1
3.952862501
0.485445887
 7.9116E−05
0.000943572
0.301532033
2.526679039


2
COPS5
3.947946072
1.215881586
8.11264E−05
0.00096495 
0.04735376
2.360778332


2
GRPEL2-AS1
3.945527792
2.353130817
8.25075E−05
0.000979058
0.020194986
2.308031559


2
MYH1
3.926732302
1.205734372
8.83289E−05
0.001039458
0.05362117
2.358515501


2
SSUH2
3.909875154
0.995864451
9.47561E−05
0.001108225
0.066852368
2.291912556


2
GPR157
3.909098387
1.100530148
9.51285E−05
0.001111114
0.055013928
2.341314077


2
UTY
3.900465727
0.550868332
9.82774E−05
0.001144375
0.209610028
2.41520381


2
PPP6R3
3.889937878
0.410811394
      0.000102569
0.001186547
0.449164345
2.671763182


2
OARD1
3.869753361
0.824840486
     0.00011161
0.001279449
0.089832869
2.395848513


2
IGFN1
3.86814332
1.408191919
      0.000112759
0.001290525
0.036211699
2.359891415


2
CASZ1
3.867748737
0.691710353
      0.000112441
0.001288368
0.124651811
2.333895445


2
DNAH11
3.864104748
0.467287391
      0.000114009
0.001302458
0.310584958
2.537545204


2
CS
3.860281944
0.875954509
      0.000115999
0.001322353
0.081476323
2.305225849


2
NPIPB4
3.858492136
0.65940392
      0.000116735
0.001329029
0.13718663
2.369610786


2
AC005355.1
3.854791164
0.840429604
     0.00011865
0.001346216
0.086350975
2.478839636


2
MPRIP
3.831214905
0.492717326
     0.00013031
0.00146291 
0.262534819
2.48287487


2
ARHGAP11B
3.818361759
0.60826689
      0.000137313
0.001535687
0.161559889
2.467779875


2
LINC01344
3.817354202
1.145336747
     0.00013831
0.001542297
0.050139276
2.757253885







Cluster 6 Myocyte














6
MB
43.02420044
6.143981934
 1.1772E−179
 3.1295E−175
0.996655518
4.343101501


6
DES
32.37994766
5.416199207
 2.8265E−133
  3.757E−129
0.956521739
3.885333776


6
ACTA1
27.63533592
4.060711861
 9.1202E−102
6.06126E−98
1
5.163728237


6
CKM
26.99481201
4.327866077
 1.8088E−102
1.60283E−98
0.983277592
4.285290718


6
MT-CO1
25.74646187
4.005593777
5.55384E−95
2.46072E−91
0.986622074
4.316649437


6
TPM2
25.66440964
4.226867199
1.69313E−97
9.00203E−94
0.959866221
3.729408979


6
TNNC1
24.38770103
4.713791847
1.11602E−90
4.23833E−87
0.899665552
3.975837946


6
CA3
24.05115318
4.829266548
1.31526E−87
3.88499E−84
0.876254181
3.773276329


6
ALDOA
23.98087311
4.505093575
 2.7341E−88
9.08543E−85
0.882943144
3.37108016


6
MYH7
23.88047028
6.534370899
6.47993E−76
 1.3251E−72
0.74916388
3.606462479


6
MT-CO3
23.67384911
3.743752718
8.05654E−85
1.94705E−81
0.986622074
3.94788003


6
TNNT1
23.16947556
4.4898386
7.32256E−85
1.94663E−81
0.903010033
4.22561121


6
TCAP
21.75367737
4.740222454
2.46088E−74
4.67286E−71
0.822742475
3.747442722


6
GAPDH
21.58976364
4.005534649
1.05976E−76
2.34772E−73
0.906354515
3.563717604


6
TNNI1
21.47883606
4.925431728
1.56552E−71
 2.4481E−68
0.79264214
3.604704142


6
RPLP1
21.09957123
4.024948597
3.78187E−74
6.70248E−71
0.892976589
3.56896162


6
MT-CO2
20.8260231
3.804091692
 8.7656E−73
 1.4564E−69
0.909698997
3.629992962


6
CRYAB
20.23134041
4.312905788
3.94859E−67
5.24847E−64
0.789297659
3.116901875


6
MYL2
20.14282799
3.767322302
3.33314E−69
4.92268E−66
0.933110368
4.204955101


6
COX6A2
20.02323914
4.165132046
5.69924E−67
7.21469E−64
0.802675585
3.14183712


6
TPT1
19.78376389
3.629775763
2.43434E−67
3.40602E−64
0.89632107
3.324299335


6
NDUFA4
19.63005829
4.866504192
3.03708E−61
3.66989E−58
0.698996656
2.838260174


6
MT-CYB
18.56700134
3.772286415
2.01924E−60
2.33389E−57
0.819397993
3.204665899


6
FHL1
18.00640297
3.587930918
7.10621E−58
7.87131E−55
0.816053512
3.148322821


6
ENO3
17.98171425
4.319149971
9.71856E−55
9.93686E−52
0.695652174
2.989589691


6
SLC25A4
17.53217888
4.345602512
1.71586E−52
1.57291E−49
0.668896321
2.827461481


6
MT-ND1
17.48502922
3.407728672
2.27765E−55
2.42196E−52
0.842809365
3.032212734


6
HSPB1
17.30301285
4.0241189
1.55439E−52
1.47578E−49
0.712374582
3.04609704


6
MYL1
17.05532837
3.573392153
9.25479E−53
9.11219E−50
0.799331104
3.247766495


6
COX7A1
16.98825645
4.131437778
1.85492E−50
 1.6437E−47
0.665551839
2.717325687


6
COX7C
16.68403053
3.916766882
1.25227E−49
 1.0088E−46
0.678929766
2.737014771


6
PYGM
16.64027405
4.543382645
1.40538E−47
1.09884E−44
0.608695652
2.624840498


6
TPM3
16.41174126
3.288799047
3.56829E−50
3.05998E−47
0.852842809
3.561155796


6
MT-ATP6
16.37840652
3.388705492
1.23533E−49
 1.0088E−46
0.785953177
3.024434328


6
MYL3
16.37046432
4.489688873
1.17428E−46
8.67144E−44
0.62541806
3.198951244


6
RP11-451G4.2
15.95181751
3.591951847
8.25596E−47
6.27075E−44
0.719063545
3.06833005


6
MT-ND4
15.5667429
3.214053869
7.22516E−46
5.19118E−43
0.806020067
3.215845585


6
TNNC2
15.54933453
4.401704311
3.02322E−43
2.11498E−40
0.655518395
3.784383535


6
KLHL41
15.29343414
3.840161562
1.03261E−42
7.03871E−40
0.622073579
2.718484402


6
SLN
14.99790573
4.610948086
3.59912E−40
 2.2251E−37
0.538461538
2.66330719


6
FABP3
14.90071583
4.162660122
2.28079E−40
1.47884E−37
0.571906355
2.850380659


6
MYLPF
14.86269951
4.295003891
3.50172E−40
2.21642E−37
0.615384615
3.517362118


6
S100A1
14.85147953
4.476154327
9.48395E−40
5.60269E−37
0.545150502
2.577243567


6
EIF1
14.7449913
3.045196772
4.27722E−42
2.84264E−39
0.779264214
2.977620363


6
TTN
14.42502499
2.672262192
9.18618E−40
5.55012E−37
0.956521739
4.013521671


6
CHCHD10
14.20298672
3.66378355
4.59116E−38
2.65329E−35
0.585284281
2.639450073


6
COX6C
14.18956184
4.335117817
4.01513E−37
2.17833E−34
0.52173913
2.610847235


6
MT2A
13.85520935
2.876731873
5.09472E−38
2.88166E−35
0.862876254
3.568318129


6
CHCHD3
13.84421921
2.818068504
7.80309E−38
4.32161E−35
0.759197324
2.912197828


6
MYOZ1
13.83152294
3.471854925
1.00504E−36
 5.3436E−34
0.595317726
2.623748779


6
COX7B
13.79362965
4.323702812
2.02619E−35
9.79349E−33
0.501672241
2.610562801


6
COX5B
13.77100277
3.899089336
7.44234E−36
3.73296E−33
0.538461538
2.705583096


6
COX5A
13.5819006
4.139304161
9.11201E−35
 4.3256E−32
0.508361204
2.489631653


6
UQCRQ
13.54492664
4.321259022
2.00366E−34
9.34477E−32
0.498327759
2.57087779


6
MT-ND3
13.4827013
2.444972515
2.60461E−36
1.35767E−33
0.903010033
3.471642733


6
YBX3
13.37496567
2.578788996
 7.4124E−36
3.73296E−33
0.826086957
3.20269084


6
CALM1
13.17319489
3.72787714
1.86154E−33
8.53227E−31
0.518394649
2.602033138


6
SEPW1
12.94436169
3.410784245
7.41761E−33
3.23262E−30
0.555183946
2.57120657


6
RPL19
12.82923222
2.995602369
5.17013E−33
2.29071E−30
0.635451505
2.73812294


6
RPS2
12.78335285
2.888932228
4.83667E−33
2.17929E−30
0.685618729
2.864095449


6
UQCRB
12.72142982
3.331959009
4.75268E−32
2.00548E−29
0.555183946
2.544864416


6
FLNC
12.69698906
4.30724144
6.66016E−31
2.64259E−28
0.454849498
2.487817287


6
RPL13
12.65026855
2.698569536
1.31957E−32
5.65796E−30
0.735785953
2.9123981


6
MYL12A
12.4918766
3.072890759
2.24041E−31
 9.3061E−29
0.595317726
2.62784934


6
MT-ND2
12.32853127
2.768182516
5.14231E−31
2.07126E−28
0.682274247
2.889026642


6
UBC
12.30245972
2.501234293
3.73982E−31
1.52953E−28
0.79264214
3.028244972


6
RPS23
12.26102638
2.908042192
 1.2974E−30
5.07205E−28
0.628762542
2.821702957


6
COX4I1
12.24426365
3.507344007
8.28253E−30
3.14547E−27
0.494983278
2.605221748


6
ATP5B
12.22485161
4.168096542
3.55513E−29
1.29465E−26
0.43812709
2.482934475


6
RPL10
12.08850574
2.54285264
3.35818E−30
1.29382E−27
0.74916388
3.010930538


6
RPL8
12.04381561
2.986783743
1.39999E−29
5.24189E−27
0.578595318
2.686583519


6
PRDX6
11.95144081
3.183866262
 6.7295E−29
2.41753E−26
0.525083612
2.514933825


6
RPS15
11.91438389
2.755200386
2.64042E−29
9.74903E−27
0.638795987
2.713558674


6
UQCR10
11.81538773
3.887508392
8.87366E−28
3.02433E−25
0.441471572
2.406711102


6
BIN1
11.77005196
2.744000912
1.39647E−28
4.94983E−26
0.612040134
2.604118586


6
COX6B1
11.74778175
3.68074441
1.18484E−27
3.93721E−25
0.451505017
2.535528898


6
ATP5D
11.71023178
3.431571484
1.07318E−27
3.61132E−25
0.47826087
2.461026192


6
FTH1
11.67383289
2.459845543
1.70226E−28
5.95434E−26
0.775919732
3.109295607


6
TPI1
11.5807333
4.033297539
9.22191E−27
2.91852E−24
0.414715719
2.377492189


6
RPL37A
11.56650734
2.709009171
8.70268E−28
3.00457E−25
0.62541806
2.805609226


6
ATP5J
11.54715443
3.779857874
8.87651E−27
2.87772E−24
0.431438127
2.485822916


6
SLC25A3
11.49835873
3.65532136
1.13528E−26
3.50933E−24
0.441471572
2.445956945


6
TNNI2
11.46724033
4.194161415
 3.5535E−26
1.02681E−23
0.421404682
3.161053419


6
VDAC1
11.41171265
3.62885046
2.40879E−26
7.19499E−24
0.43812709
2.429177999


6
EEF2
11.31046677
2.959679604
1.54479E−26
4.72032E−24
0.531772575
2.566192627


6
RPL23A
11.30903625
2.782762051
 1.0736E−26
3.35772E−24
0.575250836
2.552354336


6
RPL41
11.26671219
2.478553534
8.86275E−27
2.87772E−24
0.7090301
2.967594624


6
CHCHD2
11.25250435
2.741092443
1.99753E−26
6.03434E−24
0.565217391
2.526337862


6
HSPA8
11.22584152
4.464906693
3.15714E−25
8.30985E−23
0.37458194
2.426956415


6
RPS6
11.21953678
2.815506697
 2.6334E−26
7.77848E−24
0.565217391
2.685528994


6
RPL32
11.18045044
2.657191515
 2.8178E−26
8.23169E−24
0.608695652
2.728359699


6
HSP90AB1
11.17395687
3.872803688
2.68793E−25
7.21776E−23
0.408026756
2.442408085


6
RPL35
11.13821602
2.843528986
6.16641E−26
1.74391E−23
0.545150502
2.586093426


6
ATP5G3
11.11828899
3.60660696
3.01505E−25
8.01521E−23
0.424749164
2.429944515


6
LDHA
11.11703205
3.356002092
2.21407E−25
6.00602E−23
0.454849498
2.540354013


6
BDNF-AS
11.08764267
2.647432327
6.96026E−26
 1.9477E−23
0.602006689
2.768410921


6
RPL13A
11.08376503
2.490677834
5.24074E−26
1.49806E−23
0.668896321
2.90099597


6
RPL7
11.00989151
2.744934082
1.71755E−25
4.75618E−23
0.565217391
2.720552683


6
BAIAP2L1
11.00104809
2.716681004
1.83196E−25
5.02071E−23
0.56187291
2.533944845


6
RPS27A
10.85273838
2.649956465
5.96224E−25
1.55392E−22
0.581939799
2.679792404


6
RPS25
10.8289957
2.511637926
6.43929E−25
1.66196E−22
0.62541806
2.831284046


6
RPL21
10.78038883
2.599620819
1.12704E−24
2.88088E−22
0.581939799
2.624423027


6
RPLP0
10.65667915
2.655169964
3.86682E−24
9.79006E−22
0.558528428
2.620710135


6
EIF4A2
10.63757133
2.865361452
6.91092E−24
1.70111E−21
0.498327759
2.554018736


6
CFL2
10.63415909
3.470540285
1.78101E−23
 4.3437E−21
0.408026756
2.408584356


6
RPS16
10.62243271
2.708756447
5.91121E−24
1.46863E−21
0.54180602
2.729650259


6
SMPX
10.61978245
4.297241211
4.51261E−23
1.05231E−20
0.35451505
2.2745893


6
XPO5
10.61269855
2.501939058
4.43124E−24
1.11132E−21
0.612040134
2.686529875


6
CYCS
10.57091427
3.639368534
3.48038E−23
8.26092E−21
0.397993311
2.366087437


6
TOMM7
10.48166561
3.006508112
 3.3534E−23
8.03123E−21
0.45819398
2.433679342


6
RPL4
10.46050549
3.092139721
4.50891E−23
1.05231E−20
0.441471572
2.515724421


6
SOD1
10.45531178
3.855461359
1.17812E−22
2.69993E−20
0.367892977
2.330346823


6
MDH2
10.36954308
4.070189953
 2.9704E−22
6.58043E−20
0.351170569
2.480656385


6
NDUFB10
10.29617405
3.482399464
2.94375E−22
6.57618E−20
0.391304348
2.366122723


6
TNNT3
10.24332619
3.027426481
2.70397E−22
6.09173E−20
0.494983278
3.335701704


6
SOD2
10.23558331
2.292965889
1.13644E−22
2.62706E−20
0.675585284
3.014807701


6
RPS5
10.21756268
2.774952888
2.31413E−22
5.25802E−20
0.488294314
2.438194513


6
ATP5A1
10.19924355
4.087312698
1.16026E−21
2.42869E−19
0.337792642
2.373940229


6
NDUFB2
10.19239521
3.76978159
9.85315E−22
2.09549E−19
0.357859532
2.425098419


6
MYL6B
10.19212723
3.316159725
6.59044E−22
1.43607E−19
0.397993311
2.490686655


6
FHL3
10.16584396
3.125020981
6.87511E−22
1.48592E−19
0.414715719
2.446197748


6
FAU
10.14793205
2.654789925
3.64796E−22
8.01467E−20
0.508361204
2.544695616


6
SKP1
10.12356949
2.888655424
7.25558E−22
 1.5555E−19
0.454849498
2.622248173


6
C8orf22
10.07701111
3.034464359
 1.302E−21
2.70409E−19
0.434782609
2.928212881


6
NDUFB9
10.00150967
2.594003916
1.34558E−21
2.77293E−19
0.505016722
2.473326445


6
RPS24
9.999866486
2.532093048
1.15077E−21
2.42794E−19
0.531772575
2.653804779


6
AK1
9.999616623
3.716363192
4.81813E−21
9.70342E−19
0.35451505
2.449182034


6
ECH1
9.961932182
4.239552498
8.89731E−21
1.70163E−18
0.327759197
2.327424765


6
NDUFA1
9.920082092
3.48846364
7.06311E−21
1.38063E−18
0.361204013
2.434457302


6
OOEP
9.916172981
2.611107588
2.62951E−21
5.37714E−19
0.498327759
2.57228899


6
UQCRFS1
9.903003693
3.680698633
9.63014E−21
1.82863E−18
0.351170569
2.315984249


6
RPS13
9.886984825
2.566643715
3.17213E−21
6.43724E−19
0.511705686
2.625119925


6
MYF6
9.852994919
2.980843544
7.94942E−21
1.53136E−18
0.434782609
2.587153673


6
PKM
9.825388908
3.201445341
1.18309E−20
2.19938E−18
0.391304348
2.395657778


6
RPL29
9.805163383
2.579823971
 6.5665E−21
1.30272E−18
0.501672241
2.603920221


6
ANKRD2
9.79777813
2.59807992
5.72271E−21
1.14385E−18
0.545150502
2.964773178


6
APOO
9.783823967
2.466961622
6.85261E−21
1.34941E−18
0.52173913
2.548393488


6
IDH2
9.780405998
2.922806501
1.37008E−20
2.51187E−18
0.421404682
2.471904278


6
RPS9
9.760458946
2.431060076
 7.7572E−21
1.50524E−18
0.535117057
2.48966527


6
ZNF90
9.750902176
2.685995102
1.19708E−20
2.20994E−18
0.468227425
2.695208549


6
POLR2L
9.746346474
3.354137421
2.39999E−20
4.22525E−18
0.364548495
2.33130312


6
RPS3
9.734286308
2.599705696
1.18144E−20
2.19938E−18
0.491638796
2.565977812


6
RPS14
9.725390434
2.405074358
1.02622E−20
1.93483E−18
0.548494983
2.552279949


6
RPL30
9.702306747
2.461541653
1.38175E−20
2.51591E−18
0.518394649
2.605905771


6
ADCK3
9.698839188
2.361030817
1.41481E−20
 2.5586E−18
0.538461538
2.539010048


6
ATP5G2
9.690031052
2.877333164
2.56174E−20
4.42217E−18
0.428093645
2.467015982


6
LINC01405
9.687637329
3.477339745
4.47508E−20
7.48211E−18
0.35451505
2.427163839


6
NDRG2
9.66271019
2.617923021
2.44193E−20
4.27081E−18
0.471571906
2.443942308


6
RPL27
9.655572891
2.723209381
2.75735E−20
4.72911E−18
0.454849498
2.545369864


6
RPL27A
9.652393341
2.382420301
1.92088E−20
3.42716E−18
0.545150502
2.629798651


6
RPLP2
9.593766212
2.086982965
2.46513E−20
 4.2832E−18
0.658862876
2.661885738


6
TXNRD1
9.576096535
2.160620213
3.01047E−20
5.13015E−18
0.618729097
2.673116922


6
NEB
9.540171623
2.003501415
4.25307E−20
7.15592E−18
0.869565217
3.666754484


6
C14orf2
9.531763077
3.060477972
1.10498E−19
1.83593E−17
0.381270903
2.381160498


6
HINT1
9.473603249
2.943382978
1.57908E−19
2.60734E−17
0.397993311
2.410817146


6
CYC1
9.462348938
3.585278034
3.02048E−19
4.92617E−17
0.327759197
2.35316968


6
UBB
9.38723278
3.153939962
3.75488E−19
6.04968E−17
0.361204013
2.308714867


6
RPS3A
9.343842506
2.666898727
 3.422E−19
5.54698E−17
0.43812709
2.411174536


6
RPL10A
9.250132561
2.303757191
5.08268E−19
8.09089E−17
0.525083612
2.500653505


6
NDUFB4
9.24742794
3.305349588
1.32706E−18
2.08749E−16
0.344481605
2.41409874


6
HSPB6
9.21066761
3.943265915
2.62663E−18
3.94499E−16
0.297658863
2.220843554


6
YBX1
9.185613632
2.613735199
1.17137E−18
1.85355E−16
0.43812709
2.41982317


6
RPL38
9.155163765
2.506020784
1.37368E−18
2.14811E−16
0.45819398
2.615750313


6
ATP5E
9.148055077
2.877767563
1.94531E−18
2.98925E−16
0.387959866
2.313272953


6
MIR1-1HG
9.144955635
3.410049915
3.15134E−18
4.68018E−16
0.331103679
2.191933632


6
RPS15A
9.128898621
2.48785305
1.66911E−18
2.59483E−16
0.468227425
2.683866024


6
UBA52
9.127540588
2.627494812
1.89042E−18
 2.9218E−16
0.431438127
2.435302496


6
KDM5B
9.11771965
2.641044378
2.14894E−18
3.26443E−16
0.418060201
2.396849871


6
RPL7A
9.10686779
2.534318686
2.09167E−18
3.19569E−16
0.448160535
2.539223433


6
RPS19
9.064502716
2.36310792
2.42064E−18
3.65626E−16
0.494983278
2.615932703


6
SRP14
9.0343256
2.85013032
 4.7019E−18
6.90582E−16
0.377926421
2.307368517


6
PRDX1
9.032553673
3.382690907
7.37652E−18
1.05999E−15
0.321070234
2.338950396


6
NDUFB11
9.021365166
3.4148736
8.16692E−18
1.16725E−15
0.321070234
2.32764554


6
RPS11
9.001734734
2.534461737
4.79605E−18
 7.0054E−16
0.43812709
2.461723804


6
RPS8
8.994083405
2.427566528
4.68195E−18
6.90582E−16
0.468227425
2.575674057


6
RPS18
8.980336189
2.394661188
4.97993E−18
7.23424E−16
0.481605351
2.65426898


6
RPL35A
8.952508926
2.410307884
6.23174E−18
 9.0035E−16
0.471571906
2.558992386


6
ATP5G1
8.942605019
3.408504248
1.46842E−17
 2.0438E−15
0.317725753
2.331415415


6
LGALS1
8.929722786
2.895905256
1.12383E−17
1.57562E−15
0.371237458
2.327907801


6
MYH2
8.922102928
5.78375864
3.98185E−17
5.34613E−15
0.240802676
2.939482689


6
RAD23A
8.915341377
2.70595336
1.12612E−17
1.57562E−15
0.387959866
2.3273139


6
GNB2L1
8.904453278
2.396733284
9.17068E−18
1.30371E−15
0.468227425
2.476001024


6
EEF1A2
8.894926071
4.036234856
3.12181E−17
4.23419E−15
0.277591973
2.435409784


6
NDUFS7
8.826827049
3.415465593
3.57073E−17
 4.8185E−15
0.311036789
2.24753499


6
RPL6
8.795046806
2.430459261
2.24817E−17
3.08069E−15
0.454849498
2.478968143


6
RPS27
8.792427063
2.171960831
1.77242E−17
2.44135E−15
0.555183946
2.627758265


6
GLUL
8.788108826
2.048192978
 1.7414E−17
2.41112E−15
0.62541806
2.930974722


6
RPL15
8.730522156
2.142110109
2.96821E−17
4.04651E−15
0.531772575
2.578978062


6
PSMA7
8.686385155
2.872271299
7.36398E−17
9.83739E−15
0.344481605
2.263373852


6
RPS20
8.638057709
2.367312193
7.45475E−17
9.90885E−15
0.448160535
2.491621017


6
EEF1D
8.636657715
2.62100482
9.02056E−17
1.18714E−14
0.384615385
2.380946159


6
STAC3
8.609723091
2.241464376
8.89864E−17
1.17692E−14
0.468227425
2.371187925


6
RPL24
8.588702202
2.446411133
1.14626E−16
1.50109E−14
0.418060201
2.393344641


6
NDUFAB1
8.585981369
3.288400173
2.08073E−16
2.71148E−14
0.301003344
2.330874443


6
LINC00116
8.494636536
3.572379827
4.53924E−16
5.77374E−14
0.284280936
2.212577105


6
NDUFB3
8.487772942
3.78593874
5.18257E−16
6.56064E−14
0.267558528
2.276000023


6
XIRP2
8.464289665
2.926943779
 4.2838E−16
5.50148E−14
0.331103679
2.528687239


6
PGAM2
8.450993538
3.256779671
5.34395E−16
6.73287E−14
0.294314381
2.335208654


6
TPM1
8.43659687
2.417126179
3.77965E−16
4.87758E−14
0.461538462
2.917251348


6
PARK7
8.41064167
3.129706621
6.81842E−16
8.55004E−14
0.304347826
2.28066349


6
RPS4X
8.390590668
2.223051786
 4.3717E−16
5.58737E−14
0.474916388
2.624942303


6
RRAD
8.362243652
2.925583124
8.77866E−16
1.09564E−13
0.324414716
2.305049419


6
RPL23
8.298952103
2.525326967
1.06519E−15
1.32323E−13
0.381270903
2.334743738


6
AKR1C3
8.298778534
4.325381756
2.46403E−15
2.99104E−13
0.240802676
2.399517775


6
HSP90AA1
8.260081291
2.857938051
 1.8418E−15
2.25633E−13
0.327759197
2.49747777


6
RPL34
8.233561516
2.106270075
 1.3158E−15
1.62694E−13
0.498327759
2.626796007


6
MRPL41
8.19377327
3.487635612
3.90672E−15
4.72074E−13
0.27090301
2.303924322


6
ACADVL
8.193453789
2.256564617
2.08209E−15
 2.539E−13
0.424749164
2.337881088


6
JSRP1
8.165268898
3.420452833
4.64162E−15
5.58338E−13
0.267558528
2.225161552


6
G0S2
8.094220161
3.773112059
8.64383E−15
1.02128E−12
0.257525084
2.263516188


6
SBDS
8.081910133
3.048756599
7.08964E−15
8.41388E−13
0.301003344
2.24751687


6
NDUFV2
8.078515053
3.018662214
7.01192E−15
8.35897E−13
0.294314381
2.182322025


6
MYH1
8.065725327
4.478069305
1.36659E−14
 1.5727E−12
0.234113712
3.026050329


6
EEF1B2
8.043294907
2.955038071
8.91544E−15
1.04871E−12
0.304347826
2.314278841


6
NDUFA6
8.036384583
3.46351099
1.15459E−14
1.34621E−12
0.260869565
2.231997967


6
CNBP
8.031626701
2.210984707
6.76196E−15
 8.0973E−13
0.424749164
2.436335087


6
EIF3K
8.005523682
2.908904552
1.13144E−14
1.32504E−12
0.301003344
2.197974205


6
UQCRH
7.996405602
2.819694996
1.17231E−14
 1.3609E−12
0.314381271
2.225724936


6
SH3BGR
7.969733238
3.668721914
2.06724E−14
2.36877E−12
0.25083612
2.243388414


6
GAMT
7.922488213
3.528636932
2.64214E−14
3.01454E−12
0.25083612
2.296684504


6
HSPB8
7.855412483
2.427560329
2.74958E−14
3.12371E−12
0.361204013
2.318192482


6
PEBP1
7.824744225
2.527966499
3.51596E−14
3.97738E−12
0.344481605
2.29316926


6
VDAC2
7.800396442
2.960738897
4.91395E−14
5.51192E−12
0.287625418
2.20093894


6
RPL18
7.754321098
2.201371908
4.78351E−14
5.38834E−12
0.408026756
2.377022266


6
NDUFS5
7.717818737
2.590960741
 7.5077E−14
8.38592E−12
0.324414716
2.279595137


6
RPS12
7.659885406
2.10131073
8.91231E−14
9.87187E−12
0.428093645
2.392581463


6
RPS7
7.65297842
2.300752163
1.04121E−13
1.14853E−11
0.371237458
2.431871176


6
NDUFB7
7.647305965
3.163480759
1.52251E−13
 1.6725E−11
0.260869565
2.138025045


6
RPL14
7.559394836
2.032038212
1.75949E−13
1.90915E−11
0.441471572
2.483638048


6
SERF2
7.556188107
1.935291886
1.74818E−13
1.90466E−11
0.471571906
2.479226351


6
PPP1R1A
7.545084476
4.023424149
3.87641E−13
4.15527E−11
0.214046823
2.160367012


6
RPL28
7.541971207
2.101621151
2.04228E−13
 2.207E−11
0.421404682
2.523748398


6
GYG1
7.479449272
2.408244371
3.76073E−13
4.04758E−11
0.327759197
2.269204378


6
UQCRC1
7.454180241
3.530325651
6.39532E−13
6.71989E−11
0.227424749
2.164545774


6
ATP5L
7.430192947
2.280918598
4.87847E−13
5.18757E−11
0.35451505
2.292150021


6
RPL36
7.416443348
2.12958312
4.87065E−13
5.18757E−11
0.391304348
2.440320015


6
ECHS1
7.389153957
4.440092564
1.16578E−12
1.20588E−10
0.197324415
2.17389226


6
RPS29
7.37937212
2.205579281
6.75267E−13
7.06744E−11
0.367892977
2.473978043


6
TCEB2
7.376532078
2.871729851
 8.6979E−13
9.06764E−11
0.267558528
2.301090002


6
HFE2
7.319180965
4.704819679
1.92637E−12
1.95461E−10
0.18729097
2.198435068


6
GSTP1
7.306927681
2.746891737
1.31587E−12
1.35062E−10
0.277591973
2.188621998


6
USMG5
7.293880939
2.461455345
1.28475E−12
1.32379E−10
0.314381271
2.197336674


6
RPL5
7.264683247
2.070310593
1.38968E−12
1.42089E−10
0.387959866
2.366861105


6
CASQ1
7.263728142
2.996763468
1.96085E−12
1.98202E−10
0.247491639
2.112336159


6
AURKAIP1
7.236795425
3.55136919
2.65011E−12
2.62875E−10
0.214046823
2.245258808


6
DHRS7
7.230448723
2.601550579
2.19176E−12
2.20703E−10
0.280936455
2.399691343


6
LDB3
7.2232337
1.767409563
1.63771E−12
1.66808E−10
0.511705686
2.485309362


6
PSMB5
7.213437557
2.714327097
2.52626E−12
2.51528E−10
0.267558528
2.301030159


6
SCN1B
7.188050747
2.818411589
 3.0213E−12
2.97475E−10
0.264214047
2.19672513


6
MAMDC2
7.169417381
1.763499141
2.32773E−12
2.33511E−10
0.508361204
2.43639493


6
CST3
7.160818577
1.778345346
2.48815E−12
2.48666E−10
0.498327759
2.468938589


6
PPP1R27
7.141262054
1.699460506
2.76664E−12
2.73414E−10
0.548494983
2.598356724


6
CD59
7.114686966
1.990451336
3.70775E−12
3.62378E−10
0.394648829
2.37080574


6
PSMB6
7.101378918
3.597841978
6.47058E−12
6.23239E−10
0.210702341
2.124040604


6
DHFR
7.10077095
2.210852385
4.40272E−12
4.28725E−10
0.344481605
2.463074446


6
RAN
7.082396984
3.504845142
7.07473E−12
 6.7897E−10
0.210702341
2.143104553


6
GPX4
7.059715271
2.387669563
6.02741E−12
5.82664E−10
0.301003344
2.278684616


6
H2AFZ
7.052471161
2.756967068
7.17548E−12
6.86162E−10
0.257525084
2.288018942


6
SGCA
7.031479836
2.660333395
7.99659E−12
7.56518E−10
0.264214047
2.169057131


6
UBL5
7.031469822
2.862494946
8.40129E−12
7.91986E−10
0.247491639
2.2106812


6
BTF3
7.013391018
2.278787613
7.80741E−12
7.41258E−10
0.317725753
2.234415054


6
ATP2A2
6.995616913
1.613937378
7.27863E−12
6.93531E−10
0.568561873
2.679160118


6
RPSA
6.985838413
2.095212936
8.93477E−12
 8.393E−10
0.35451505
2.377820492


6
PRDX5
6.961462975
3.354679823
1.48548E−11
1.36644E−09
0.214046823
2.135206223


6
RPL3L
6.954126835
2.832454443
 1.3854E−11
 1.2788E−09
0.247491639
2.06870842


6
RPL11
6.951191902
1.745062351
9.93939E−12
9.30383E−10
0.505016722
2.645953894


6
TRDN
6.922763824
1.537417054
1.14873E−11
1.07151E−09
0.692307692
3.02549696


6
ADSSL1
6.911113262
3.22949481
  2.03E−11
1.84183E−09
0.214046823
2.265688419


6
TBC1D3P1-DHX40P1
6.882483482
2.195499897
 1.8108E−11
1.64857E−09
0.321070234
2.439217329


6
PINK1
6.872205734
3.185737133
2.50058E−11
 2.2195E−09
0.217391304
2.068469524


6
TXNIP
6.869400501
1.552834153
1.63003E−11
1.48909E−09
0.638795987
2.78920126


6
ISCU
6.861443043
2.906537771
2.50471E−11
 2.2195E−09
0.230769231
2.175162077


6
RPS26
6.83658886
2.932400227
2.93421E−11
2.56589E−09
0.230769231
2.1206429


6
UCP3
6.832147121
2.348556042
2.68659E−11
2.36491E−09
0.294314381
2.258117437


6
MRPL33
6.831234932
2.130322933
2.50462E−11
 2.2195E−09
0.327759197
2.320598364


6
CD63
6.830426216
1.993582964
2.41769E−11
2.16404E−09
0.364548495
2.342012644


6
ATPIF1
6.828724384
2.393219948
2.71971E−11
2.38617E−09
0.284280936
2.243522167


6
ATP1B1
6.827972412
1.847535491
2.35177E−11
2.11524E−09
0.411371237
2.413181305


6
UQCRHL
6.820166588
3.526758909
3.74644E−11
3.24415E−09
0.193979933
2.136164427


6
ATP5H
6.820083141
2.594004869
2.99817E−11
2.61323E−09
0.257525084
2.130202055


6
RPS17
6.813317776
1.94209075
2.58627E−11
2.28417E−09
0.387959866
2.399419069


6
SIK3
6.812782764
1.449554682
2.34854E−11
2.11524E−09
0.672240803
2.760569096


6
APOBEC2
6.751244545
2.786760569
5.00848E−11
 4.3229E−09
0.230769231
2.264403343


6
FEM1A
6.709998608
2.857193232
6.44588E−11
5.50988E−09
0.224080268
2.072779894


6
NPM1
6.69671917
2.710310936
6.74239E−11
5.74486E−09
0.247491639
2.169639111


6
NHSL2
6.695146084
2.344657421
6.26438E−11
5.37201E−09
0.280936455
2.25737977


6
TMEM70
6.657902241
3.143110991
9.37177E−11
7.93437E−09
0.204013378
2.259824514


6
MRLN
6.636392117
2.436299324
9.29115E−11
7.89124E−09
0.264214047
2.143034458


6
ATP5C1
6.605370522
2.751166344
1.20319E−10
1.00901E−08
0.230769231
2.228946924


6
ADRM1
6.575949669
3.568546295
 1.6842E−10
1.37763E−08
0.183946488
2.206176043


6
MYBPC1
6.572628498
1.555399656
1.12089E−10
9.42967E−09
0.765886288
3.305385828


6
RP11-189B4.7
6.560814381
2.874093771
 1.6053E−10
1.32532E−08
0.214046823
2.190091848


6
ATP5F1
6.558166027
2.747328997
1.61106E−10
1.32596E−08
0.230769231
2.131269693


6
BNIP3
6.554860592
2.688631773
1.62712E−10
1.33504E−08
0.230769231
2.230587721


6
BAG3
6.550708771
3.196539402
1.84996E−10
1.50396E−08
0.197324415
2.163541794


6
RP11-608021.1
6.530601025
1.741539478
1.47547E−10
1.22574E−08
0.424749164
2.488014698


6
RPL36AL
6.521360397
2.38768959
1.83695E−10
1.49796E−08
0.267558528
2.19942379


6
PPDPF
6.508202553
2.279397011
1.93511E−10
1.56838E−08
0.284280936
2.301501274


6
NDUFS6
6.460418224
3.047722101
3.11713E−10
2.47361E−08
0.197324415
2.307617903


6
FAM96B
6.458079338
2.382074118
2.73029E−10
2.18914E−08
0.257525084
2.129049778


6
PLEKHA6
6.451708794
1.860609293
 2.4962E−10
2.01088E−08
0.367892977
2.340998411


6
PRDX3
6.448242664
2.910031796
3.17736E−10
2.50644E−08
0.20735786
2.091418982


6
MT-ND5
6.44479084
2.308079481
2.86401E−10
2.28639E−08
0.267558528
2.178037405


6
PSMD8
6.432804108
2.150671721
3.03817E−10
2.41816E−08
0.287625418
2.2509377


6
NDUFS2
6.424179554
2.4206357
3.43504E−10
2.70169E−08
0.254180602
2.140202045


6
PLEKHA7
6.412182331
1.829835773
3.16976E−10
2.50644E−08
0.377926421
2.494570732


6
MYEOV2
6.409226418
3.071406364
 4.1625E−10
3.26419E−08
0.193979933
2.17652154


6
NDUFS8
6.376704693
2.482207537
4.57724E−10
3.57886E−08
0.237458194
2.202676773


6
FIS1
6.362212658
2.757818699
5.21756E−10
4.05566E−08
0.214046823
2.198486328


6
MT1E
6.354530811
2.028826237
4.63606E−10
3.61423E−08
0.324414716
2.601835728


6
FXYD1
6.334512234
2.681018829
6.10137E−10
4.71508E−08
0.220735786
2.125230074


6
AC072062.1
6.301343441
1.845905423
6.28576E−10
 4.8435E−08
0.351170569
2.435872555


6
COX7A2
6.30117321
2.385832548
6.96902E−10
5.33903E−08
0.247491639
2.094741583


6
AKR1C1
6.296294689
2.870828152
 8.1199E−10
6.14984E−08
0.20735786
2.381248474


6
ATP5I
6.289283752
2.392958641
7.43647E−10
 5.6645E−08
0.244147157
2.15017581


6
NFE2L1
6.28512764
2.286773443
7.61464E−10
5.78365E−08
0.257525084
2.193778753


6
DUSP26
6.231910706
3.717075348
 1.3016E−09
9.66532E−08
0.160535117
2.042312145


6
PACSIN3
6.224504948
3.66722846
1.34804E−09
9.95449E−08
0.163879599
2.051064014


6
PNRC1
6.213566303
1.783882141
1.04887E−09
7.85441E−08
0.364548495
2.340139866


6
SRP9
6.19944191
2.37295413
1.26526E−09
9.44821E−08
0.244147157
2.093940735


6
EIF4G2
6.199000835
2.756415367
1.38039E−09
1.01234E−07
0.204013378
2.176791191


6
DUSP13
6.194509983
2.501157522
1.34689E−09
9.95449E−08
0.224080268
2.036283016


6
ST13
6.177297115
2.598191977
1.51682E−09
1.09574E−07
0.217391304
2.200725794


6
PGK1
6.174462318
2.450554848
1.51091E−09
1.09445E−07
0.227424749
2.215140104


6
NMRK2
6.162436962
2.165223598
1.55857E−09
1.12285E−07
0.264214047
2.312809467


6
LAMTOR5
6.15945816
2.322036028
 1.5995E−09
1.14612E−07
0.247491639
2.206938267


6
ZNF703
6.148017406
3.119174957
1.95921E−09
 1.3889E−07
0.180602007
2.109464884


6
ATP5EP2
6.147247314
2.66084075
1.79977E−09
1.28616E−07
0.20735786
2.125856876


6
UQCRC2
6.135326862
2.31607008
1.82377E−09
1.29982E−07
0.244147157
2.084858656


6
ANAPC11
6.114979744
2.792022705
2.19832E−09
1.55013E−07
0.204013378
1.931788921


6
PDHA1
6.099985123
3.185259819
2.58028E−09
1.80511E−07
0.177257525
2.00345993


6
SYNM
6.086053371
3.795656919
3.00773E−09
2.08767E−07
0.150501672
2.115434647


6
SLPI
6.025917053
2.67373395
3.73412E−09
2.56506E−07
0.204013378
2.594487906


6
ASXL2
6.023042679
1.901546478
3.29798E−09
2.27724E−07
0.304347826
2.243610859


6
MRFAP1
6.017114639
2.54519105
3.78847E−09
2.59569E−07
0.210702341
2.18260932


6
PFKM
5.985378265
1.749054432
3.99441E−09
2.72975E−07
0.341137124
2.242970228


6
IGFBP5
5.975106716
1.771970749
4.16562E−09
 2.8322E−07
0.351170569
2.31854558


6
PGM1
5.962012768
1.616532803
4.46369E−09
3.01941E−07
0.394648829
2.305981159


6
PTMA
5.961841583
1.644770861
4.43003E−09
3.00428E−07
0.401337793
2.460915089


6
MPC2
5.945738792
2.938713074
6.02458E−09
 4.0342E−07
0.177257525
2.089549541


6
POMP
5.94461298
2.26130414
5.48281E−09
  3.69E−07
0.234113712
2.181485891


6
ADI1
5.927765369
2.624666691
6.33322E−09
4.21961E−07
0.204013378
2.052067995


6
PDLIM7
5.919290066
2.03382349
6.13694E−09
 4.0991E−07
0.264214047
2.194314957


6
FITM1
5.910078526
3.346367598
7.59178E−09
4.99554E−07
0.157190635
1.99018538


6
CEBPB
5.909508228
1.607381225
 5.9774E−09
4.01271E−07
0.401337793
2.357259274


6
EID1
5.903178215
2.362650156
6.94548E−09
4.60445E−07
0.224080268
2.091333866


6
RPL37
5.902497768
1.870691895
6.50062E−09
4.32031E−07
0.304347826
2.283178806


6
NDUFA12
5.885449409
2.199890137
7.49551E−09
4.94443E−07
0.240802676
2.123981714


6
PCBP1
5.881803036
2.298487186
7.84097E−09
5.14677E−07
0.230769231
2.183685541


6
PDLIM1
5.87678194
1.723639846
7.39305E−09
4.88898E−07
0.341137124
2.296848059


6
FUNDC2
5.867947102
2.701520443
9.07082E−09
5.93937E−07
0.193979933
2.141511917


6
C20orf24
5.858021736
3.278042078
 1.0279E−08
6.68112E−07
0.153846154
2.179184437


6
TUFM
5.850725651
2.669922829
9.89446E−09
6.44692E−07
0.193979933
2.037167788


6
ACADM
5.83611393
2.487055302
1.05013E−08
6.80897E−07
0.200668896
2.131530285


6
FH
5.835201263
4.432899475
1.28195E−08
8.11413E−07
0.130434783
2.206704617


6
NDUFA2
5.831182957
2.861986876
1.12779E−08
7.27159E−07
0.177257525
2.147917747


6
GGACT
5.818742275
2.406543255
1.12969E−08
7.27159E−07
0.214046823
1.996012449


6
EMC6
5.814451218
2.955450535
1.25491E−08
7.96197E−07
0.173913043
2.105345964


6
SSU72
5.808634281
2.459972382
1.20701E−08
 7.7229E−07
0.204013378
2.083108664


6
MRPL20
5.804640293
2.505429983
1.23864E−08
7.87753E−07
0.200668896
2.045611143


6
PSMB1
5.803037643
2.246137142
1.20852E−08
 7.7229E−07
0.230769231
2.109088659


6
DAPK1
5.794298172
1.899397492
1.20367E−08
 7.7229E−07
0.2909699
2.34252882


6
MAF1
5.771891594
2.552605391
1.51451E−08
9.49571E−07
0.193979933
2.23315382


6
HNRNPA1
5.75701189
1.945718765
1.49988E−08
9.42619E−07
0.27090301
2.336597919


6
BANF1
5.75558567
2.722991467
1.67427E−08
1.04481E−06
0.18729097
2.017773867


6
UBXN1
5.739196777
2.535008907
1.81451E−08
 1.1244E−06
0.190635452
2.143242121


6
GBAS
5.714336872
1.50443542
1.78775E−08
1.11041E−06
0.404682274
2.255956411


6
EIF5A
5.687508583
2.283896923
2.30629E−08
1.41923E−06
0.214046823
2.211754322


6
ARPP19
5.652518749
1.521298647
2.54537E−08
1.55197E−06
0.384615385
2.287395477


6
GPD1
5.624283314
3.036879063
3.57801E−08
2.15199E−06
0.157190635
2.152986288


6
HSPA2
5.611179352
3.990832329
4.18072E−08
 2.4643E−06
0.127090301
2.343994856


6
GADD45GIP1
5.608391762
3.136398315
3.92097E−08
2.33188E−06
0.150501672
2.190649033


6
PSMA4
5.608319759
3.10548687
3.90344E−08
2.33143E−06
0.153846154
2.087281227


6
CKMT2
5.605062008
1.508739233
3.26715E−08
1.96948E−06
0.394648829
2.33184886


6
MAP7D1
5.599760532
2.769647598
3.95479E−08
2.34674E−06
0.16722408
2.113175154


6
PHYH
5.585939884
2.809625149
4.27033E−08
2.50601E−06
0.170568562
2.060195208


6
STK25
5.577954292
2.655919552
4.39959E−08
2.57618E−06
0.177257525
2.111237288


6
RPL31
5.576155663
1.268334031
3.75521E−08
2.24839E−06
0.54180602
2.439086199


6
CSDE1
5.57545805
1.561449409
3.91144E−08
2.33143E−06
0.364548495
2.319823503


6
RASD1
5.571712494
2.082929134
4.15309E−08
2.45346E−06
0.240802676
2.399752378


6
PSMC5
5.56353569
3.188259125
5.01473E−08
2.89179E−06
0.147157191
2.176799774


6
PSAP
5.558187962
1.588436604
 4.256E−08
2.50313E−06
0.357859532
2.335814238


6
PFDN5
5.552555084
1.797766566
4.51538E−08
2.63239E−06
0.284280936
2.187562227


6
NDUFB1
5.550048351
2.03710103
4.70781E−08
2.72663E−06
0.237458194
2.130825758


6
C1QBP
5.549823284
3.701573849
5.61785E−08
3.20483E−06
0.133779264
2.128165007


6
HNRNPA2B1
5.543821812
1.483270884
4.56273E−08
2.65417E−06
0.387959866
2.284466505


6
KIF5B
5.53824091
2.355196476
5.20648E−08
2.99587E−06
0.204013378
2.041833878


6
PSMB3
5.53663969
2.71405673
5.49374E−08
3.14754E−06
0.170568562
2.037930965


6
C19orf70
5.522607327
2.927016973
6.01909E−08
3.42637E−06
0.157190635
2.043163776


6
ACO2
5.51417017
1.705826521
5.51936E−08
3.15541E−06
0.301003344
2.154806137


6
PABPC4
5.484155655
2.50506115
7.10094E−08
4.00788E−06
0.180602007
2.096660376


6
CCDC28B
5.470391273
3.415068388
 8.3254E−08
4.63988E−06
0.137123746
1.879402876


6
SELK
5.465830803
2.551641226
7.74215E−08
4.35131E−06
0.177257525
1.976877213


6
KEAP1
5.464803696
2.946998358
8.17094E−08
4.56337E−06
0.153846154
1.973635554


6
ETFB
5.450778008
3.023011684
8.92345E−08
 4.9421E−06
0.147157191
2.115751266


6
SUB1
5.44700098
1.793137312
7.94444E−08
4.44621E−06
0.277591973
2.176582813


6
MYBPC2
5.43390131
2.356826067
9.23029E−08
5.08029E−06
0.18729097
2.440089941


6
FAM177B
5.431649685
3.398240089
 1.0157E−07
5.56731E−06
0.133779264
2.11294651


6
TRIM54
5.42350769
1.62296474
8.89539E−08
4.93685E−06
0.317725753
2.148635149


6
SLC25A11
5.41541338
3.526627541
 1.1113E−07
 6.0475E−06
0.127090301
2.101318598


6
MRPL14
5.400605202
2.698200941
 1.1229E−07
6.09205E−06
0.160535117
2.09807682


6
RP11-244M2.1
5.376281738
2.207093477
1.21448E−07
6.56212E−06
0.20735786
2.12028718


6
AKR1C2
5.375475407
2.074311256
 1.204E−07
6.51874E−06
0.220735786
2.320838451


6
NDUFA3
5.373517513
3.219352961
1.35316E−07
7.22181E−06
0.137123746
2.169434071


6
EIF5
5.371281624
2.074109316
1.22494E−07
6.60522E−06
0.220735786
2.037100554


6
CDC37
5.362427235
2.251095295
1.31751E−07
7.07411E−06
0.197324415
2.143185377


6
PFN1
5.359222889
2.191026926
1.31988E−07
7.07411E−06
0.204013378
2.199781656


6
COX17
5.35556221
2.453938484
1.38303E−07
7.35332E−06
0.177257525
2.086509705


6
MGST3
5.351976395
1.933246255
1.34186E−07
7.17748E−06
0.237458194
2.257138491


6
EEF1A1
5.338895798
1.469492435
1.35558E−07
7.22181E−06
0.414715719
2.767102718


6
SMDT1
5.33812952
2.719304323
1.55449E−07
8.21563E−06
0.157190635
2.103857994


6
RASGEF1B
5.327791691
1.260126472
1.42305E−07
7.55096E−06
0.501672241
2.499474049


6
SNU13
5.318223
2.215666056
1.63533E−07
8.60866E−06
0.200668896
2.047688246


6
XIRP1
5.317071915
3.719923258
1.88219E−07
9.77266E−06
0.123745819
2.085065126


6
NCL
5.316083431
2.948515892
1.76812E−07
9.23454E−06
0.147157191
1.945894599


6
RPL22
5.314373016
2.50930953
1.73461E−07
9.07734E−06
0.16722408
2.262530804


6
C14orf166
5.309322357
2.945468187
1.83527E−07
 9.5477E−06
0.147157191
2.021707535


6
NDUFB5
5.301839352
2.809886456
1.90063E−07
9.82477E−06
0.153846154
2.162264347


6
SMTNL2
5.285618305
1.918104768
1.90331E−07
9.82477E−06
0.237458194
2.136087418


6
CMBL
5.276971817
2.934702396
2.19796E−07
1.12583E−05
0.140468227
2.151745319


6
NDUFA5
5.269839764
2.214372396
2.10672E−07
1.08327E−05
0.197324415
2.03007555


6
TMEM261
5.266799927
3.137479305
2.33888E−07
1.18432E−05
0.133779264
2.243900776


6
MRPL51
5.26422739
2.840142965
2.30171E−07
1.16995E−05
0.147157191
2.061555624


6
EIF3F
5.256771564
2.164299965
2.23912E−07
1.14251E−05
0.200668896
2.080815554


6
CSRP3
5.252486229
4.344708443
2.68417E−07
1.34634E−05
0.110367893
2.09969306


6
PSMC1
5.24920702
2.060019255
2.30766E−07
1.17074E−05
0.20735786
2.037430048


6
ATP2A1
5.223749161
1.662118673
2.55532E−07
1.28901E−05
0.287625418
2.648332596


6
HNRNPK
5.218812943
1.773732424
 2.617E−07
1.31762E−05
0.254180602
2.14149785


6
EIF3G
5.217940807
2.501131535
2.82955E−07
1.40337E−05
0.170568562
2.034852505


6
MKNK2
5.209130764
1.712717414
2.75848E−07
1.37577E−05
0.267558528
2.247205019


6
EIF5B
5.19635725
2.348413467
3.11751E−07
1.53759E−05
0.173913043
2.207693815


6
GHITM
5.195266724
2.884361982
3.28347E−07
1.61048E−05
0.140468227
2.183633804


6
CMYA5
5.194921017
1.144853354
2.81666E−07
1.39959E−05
0.605351171
2.62312007


6
CCT7
5.183633327
3.285080194
3.56213E−07
1.73754E−05
0.130434783
1.979016423


6
TUBA4A
5.178539753
2.426283121
3.41474E−07
 1.6687E−05
0.170568562
1.971544266


6
EDF1
5.177988052
1.935243726
3.26609E−07
1.60491E−05
0.224080268
2.109323978


6
ABRA
5.166537762
2.47181344
3.67661E−07
1.79009E−05
0.163879599
2.090537071


6
BAG1
5.163764954
2.532054424
3.73168E−07
1.80698E−05
0.157190635
2.15823102


6
MRPS18A
5.152301788
2.875415087
4.07848E−07
1.95708E−05
0.140468227
2.080387354


6
KLHL40
5.142549992
3.402488708
4.42283E−07
 2.1071E−05
0.120401338
2.044775724


6
MYL12B
5.13049984
2.2896173
4.29349E−07
2.04916E−05
0.177257525
2.102497101


6
HADHB
5.127391815
1.227674127
3.99851E−07
1.92566E−05
0.484949833
2.414978981


6
CCNG1
5.125065327
2.406084776
4.48156E−07
2.13037E−05
0.163879599
2.067242384


6
MDH1
5.114988804
1.830878258
4.50852E−07
2.13264E−05
0.237458194
2.13937521


6
SNX3
5.110743523
1.896098852
4.61958E−07
2.18129E−05
0.227424749
2.224426746


6
NDUFA8
5.10172987
3.061941862
5.29063E−07
2.49373E−05
0.130434783
2.048140526


6
CHMP2A
5.08532095
2.975672722
5.68806E−07
2.65749E−05
0.133779264
2.042643547


6
HCFC1R1
5.084489822
2.607536554
5.58102E−07
2.61208E−05
0.150501672
2.088150978


6
ATF4
5.071686745
1.852736115
5.55143E−07
2.60281E−05
0.227424749
2.103831768


6
RPS28
5.069897652
1.388700485
5.39611E−07
2.53894E−05
0.381270903
2.473649263


6
SNRPG
5.065374851
2.284965515
5.94937E−07
 2.7747E−05
0.173913043
2.105860233


6
NDUFS3
5.049787045
2.675616503
6.65074E−07
3.09638E−05
0.140468227
2.094953537


6
ANKRD9
5.038779736
2.338721275
6.82964E−07
3.17411E−05
0.16722408
1.961720347


6
SYNGR2
5.03120327
2.146867752
 6.9842E−07
3.23464E−05
0.183946488
2.049886465


6
IDI2
5.024289131
2.716320515
7.65147E−07
3.51915E−05
0.143812709
2.114146233


6
SQSTM1
5.011182308
1.404871106
7.28314E−07
3.36722E−05
0.351170569
2.276377678


6
PSMC3
5.005663395
2.923407316
8.40678E−07
3.82681E−05
0.130434783
1.969446063


6
CLTB
5.004262447
1.871542454
7.83674E−07
3.59193E−05
0.214046823
2.184718847


6
AC007325.4
4.9988451
3.088625669
8.77457E−07
 3.9806E−05
0.127090301
2.047916889


6
RTN2
4.996490955
2.103905201
8.30599E−07
3.78742E−05
0.183946488
2.110096455


6
FKBP3
4.970762253
2.197218895
 9.4256E−07
4.26866E−05
0.173913043
1.965816259


6
MT-ND4L
4.93316555
1.688633084
1.09292E−06
4.92444E−05
0.25083612
2.248774052


6
MYOZ2
4.927094936
2.416986227
1.19164E−06
 5.3511E−05
0.153846154
2.034335613


6
THOC7
4.921144009
3.102139711
1.27965E−06
5.70775E−05
0.120401338
1.942938209


6
GOT2
4.916740894
2.761715412
1.29465E−06
5.76499E−05
0.133779264
2.219871998


6
LDHB
4.910601139
2.526643515
1.30409E−06
5.79731E−05
0.143812709
2.195652246


6
GABARAPL2
4.891491413
1.978885055
1.36899E−06
6.04538E−05
0.197324415
2.131793261


6
ACTN2
4.887901306
1.193114042
1.31755E−06
5.83763E−05
0.47826087
2.507802486


6
PDAP1
4.886259556
2.333023548
1.44132E−06
 6.3228E−05
0.157190635
2.056086302


6
SAP18
4.872737408
2.139447451
1.51207E−06
 6.6222E−05
0.173913043
2.115651369


6
SERBP1
4.857795715
1.838281274
 1.598E−06
6.95276E−05
0.210702341
2.107850313


6
HRC
4.856356621
3.992540121
 1.8182E−06
 7.8212E−05
0.100334448
1.83497262


6
VBP1
4.855873108
3.138667107
 1.765E−06
7.62939E−05
0.117056856
2.190115452


6
RAC1
4.854376316
1.577231288
1.58809E−06
6.93231E−05
0.274247492
2.13755393


6
THSD4-AS1
4.846907139
2.40792799
1.74825E−06
7.56931E−05
0.153846154
1.948049307


6
SLC26A3
4.845502853
1.22357142
1.62658E−06
7.06554E−05
0.418060201
2.440496206


6
PRMT1
4.829930305
2.699828386
1.92377E−06
8.23534E−05
0.137123746
1.914654613


6
AKIRIN2
4.81284523
2.278613091
2.03459E−06
8.68177E−05
0.160535117
1.939352393


6
CYB5R1
4.806802273
1.580387831
2.01606E−06
8.61653E−05
0.257525084
2.193804026


6
POLR3GL
4.803567886
3.137506962
2.24758E−06
9.46904E−05
0.117056856
1.911339045


6
RBM8A
4.795472622
1.912260056
2.17138E−06
9.19173E−05
0.193979933
2.140673399


6
RPL12
4.792969227
1.593225479
2.13941E−06
 9.0853E−05
0.260869565
2.242785454


6
CIRBP
4.786728859
1.359882474
2.16797E−06
9.19173E−05
0.344481605
2.279529572


6
HBB
4.783227921
2.459084749
2.40337E−06
0.000101065
0.143812709
2.545548916


6
RBM38
4.779273033
3.044258595
2.52105E−06
0.000105543
0.117056856
2.037162066


6
PDHB
4.769976139
3.12617898
2.62566E−06
0.000108893
0.113712375
1.987374544


6
UTP11L
4.76715517
2.307806492
2.55996E−06
0.000106668
0.147157191
2.131465435


6
PTGES2
4.76324749
2.789224625
2.65232E−06
0.000109828
0.123745819
1.947252035


6
NDUFAF3
4.762890816
2.831311703
2.66966E−06
0.000110373
0.123745819
1.959034085


6
KLF10
4.759530544
2.679884672
2.69798E−06
0.000111371
0.130434783
2.089118242


6
ZMYM4
4.751392365
1.273067594
2.56638E−06
0.000106768
0.37458194
2.370170116


6
FABP4
4.751252174
2.419424057
2.73251E−06
0.000112622
0.147157191
2.402862549


6
PREB
4.733300686
2.595375299
3.03364E−06
0.000124071
0.130434783
1.985854387


6
NDUFC1
4.725479126
2.38892293
3.12809E−06
0.000127541
0.143812709
2.181867123


6
CUTA
4.694243431
2.535085201
3.61813E−06
0.000146399
0.133779264
2.024043798


6
CKB
4.684345245
2.849484682
3.88553E−06
0.000156656
0.113712375
2.339785576


6
LINGO1
4.680550098
0.969091654
3.54688E−06
0.000143735
0.682274247
2.916880608


6
MRPS18B
4.678149223
2.516927719
3.90876E−06
0.000156759
0.133779264
2.061320305


6
NAA38
4.668952465
2.064262867
3.98696E−06
0.000159382
0.163879599
2.330352306


6
FABP5
4.665528297
2.512733936
4.13847E−06
0.000164205
0.137123746
2.540095091









In some cases, the nucleic specific genes may be one or more from Table 2B. In some cases, the nucleic specific genes may be one or more from cluster 1 of Table 2B. In some cases, the nucleic specific genes may be one or more from cluster 3 of Table 2B. In some cases, the nucleic specific genes may be one or more from cluster 4 of Table 2B. In some cases, the nucleic specific genes may be one or more from cluster 5 of Table 2B. In some cases, the nucleic specific genes may be one or more from cluster 7 of Table 2B.









TABLE 2B







Single Nuclei CST Preparation (Top ranked genes for each cluster)











Cluster 1
Cluster 3
Cluster 4
Cluster 5
Cluster 7


Fibroblast
Endothelial
Macrophage
Smooth muscle
Adipocyte


gene
gene
gene
gene
gene





DCN
ST6GALNAC3
RBPJ
ACTA2
CPM


LAMA2
DOCK9
RBM47
MYH11
PPARG


NEGR1
ANO2
MRC1
RBPMS
PLIN1


APOD
LDB2
FMN1
CALD1
ACACB


GSN
PECAM1
TBXAS1
CACNA1C
ADIPOQ


LAMC1
MECOM
FRMD4B
LPP
SLC19A3


GPX3
B2M
CPM
SORBS2
MGST1


NOVA1
VWF
SRGAP2
TAGLN
FZD4


COL6A3
PTPRB
F13A1
KCNAB1
RP11-






563P16.1


ABCA6
TIMP3
HDAC9
MYL9
ADH1B


CFD
PLEKHG1
CD163
PDGFRB
TENM3


PID1
FLT1
DPYD
NR2F2-AS1
TMEM132C


COL4A1
PTPRM
FCHSD2
FLNA
GSN


TGFBR3
EPAS1
GNAQ
DSTN
TNFAIP8


COL4A2
NEDD9
SRGAP2B
JUNB
ACSL1


LINC01088
TACC1
TRPS1
TPM1
RP11-






665G4.1


EBF1
SASH1
ELMO1
PRKG1
RP11-






427J23.1


GREB1L
RP3-510L9.1
STARD13
RGS6
LPL


PTPRG
PLCB4
ZEB2
LMOD1
FRMD4A


GALNT15
KLF2
MS4A6A
RP11-
PARD3B





759A24.3


ABCA8
TMTC1
CELF2
SPARCL1
SVEP1


SCN7A
DOCK4
MERTK
CARMN
FOXO1


NID1
PITPNC1
C10orf11
ACTB
MARC1


ARHGAP24
CLDN5
SLC1A3
IGFBP7
GPAM


EGFR
ARL15
SLC8A1
PDE3A
SLC39A11


VIT
EGFL7
SMAP2
ADIRF
FP325317.1


LAMB1
SPARCL1
SYK
ACTN1
AQP7


IGFBP7
HLA-E
AGFG1
MYL6
PDE8B


CBLB
SEC14L1
LDLRAD4
PPP1R14A
LIPE-AS1


AC007319.1
HLA-B
SPTLC2
ITGA8
EBF1


RBMS3
ELMO1
PIK3R5
RP11-
PDE3B





394O4.5


MGST1
MAGI1
CSGALNACT1
MYLK
TCF7L2


LHFP
EMCN
RGL1
RHOB
AGPAT2


CXCL14
SNTG2
STAB1
PLN
PNPLA2


MAML2
APP
IQGAP2
MCAM
CIDEC


MAN1A1
BACE2
RAB31
CSRP1
ECHDC2


PLXDC2
SRGN
DOCK2
CACNB2
ADRBK2


MAP1B
PPFIBP1
FGD2
ADAMTS9-AS2
PTGER3


SH3PXD2B
TCF4
SLC9A9
NOTCH3
SLC1A3


ADH1B
ASAP1
RNASE1
TACC1
MLXIPL


SVEP1
TANC1
FAM49B
CNN1
MAST4


TGFBR2
ERG
TBC1D14
NTRK3
MAGI2


SRPX2
AC129778.2
MSR1
TPM4
BNIP3L


TSC22D3
PLPP1
RNF149
CLMN
PIK3R1


DCLK1
FLNB
PDGFC
ADGRL3
MT1M


RORA
SYNE1
VSIG4
RASAL2
SPON1


MFAP5
TIE1
FOXP1
DLC1
ANGPTL4


FTL
SLC9A3R2
MAN1A1
ACTG2
LAMB1


FBN1
ID1
SRGAP2C
FHL5
GPD1


CFH
TMSB10
SLCO2B1
ARHGEF7
WWOX


AKT3
C10orf11
DOCK8
CDH6
PLIN4


SMOC2
TJP1
COLEC12
FRY
TPRG1


COL6A2
ARHGAP31
PSD3
TNC
SLC7A6


CYP4B1
DUSP1
LYVE1
NBEAL1
PTPRS


AOX1
PRKCH
RNF144B
TINAGL1
FAM213A


FSTL1
ABLIM3
CCDC141
CAV2
NHS


ARHGAP10
SYNE2
MTSS1
TNS1
LIPE


MEG3
RASGRF2
ARHGAP15
ID3
MDFIC


FBXL7
MYH9
FLI1
MYO1D
PTPRF


TACC1
MSN
C1QA
HEYL
RP11-






444D3.1


LRRTM4
UTRN
CHST11
CAV1
GPC6


EBF2
BMS1P14
PICALM
CSDC2
AKAP12


COL5A2
WWTR1
TET3
EBF1
MMD


FBLN2
AKT3
MAFB
HES4
AGFG1


DLC1
RASAL2
MGAT5
ZNF331
LEP


LTBP4
RIN2
DISC1
CLIC4
PHLDB1


OPHN1
HLA-C
ANKS1A
HIP1
ATP10A


C1S
TPO
SRGAP1
RNF152
EYA2


SAMHD1
HIF3A
GAS7
C11orf96
PCOLCE2


COL6A1
ADGRL4
RIN3
ATP10A
PTEN


SASH1
CTTNBP2NL
CAMK1D
TOB1
SOX5


PLPP3
RAPGEF5
P2RY14
CPE
FABP4


VIM
CADPS2
TG
INPP4B
PDZRN3


ABCA9
CNTNAP3B
MS4A4E
EPS8
ITSN1


UST
ANXA3
ANKRD44
UBA2
BCL2


RP11-
POSTN
RP11-
ATP1B3
RP11-


296E23.1

452H21.1

407P15.2


S100A6
ADAMTS9
IRAK3
LRRC16A
DHRS3


CEBPD
CD36
SH3TC1
A2M
C19orf12


SERPING1
EPB41L4A
SAT1
SPARC
ATP2B4


SRPX
HLA-A
C1QC
PPP1R12A
PRELID2


C1R
STOM
RP11-
MSRB3
CPAMD8




624C23.1


LRP1
BTNL9
CD14
STK38L
FAM126B


AXL
PELI1
ATP8B4
PLS3
ADRA1A


COL12A1
CLIC4
MCTP1
CCDC107
LRP1B


CELF2
ARHGAP29
ITSN1
MYH9
ADCY5


SPRED2
LRCH1
PTPRC
ELN
PLXNA4


CRISPLD2
ST6GAL1
CLEC7A
SELM
GPX3


TXNIP
TPM4
GAB2
SGIP1
GABRE


GLUL
ABLIM1
ARHGAP18
NTRK2
DPT


TFPI
RP11-
C20orf194
AC005358.3
STAT5A



588H23.3


TNXB
ID3
LPAR6
TPM2
SAT1


ZFP36L2
ADGRF5
CD74
RCAN2
AGMO


FBLN5
NKTR
MS4A4A
WTIP
CALCRL


NCOA7
MCTP1
HCLS1
SLIT3
C1QTNF1


S100A13
TMSB4X
CPVL
APBB2
PHLDA3


PARD3B
DOCK1
KYNU
ADAMTS1
PDGFD


RP1-15D23.2
LDLRAD4
RUNX1
SSBP3
SYNE3


NAV2
AQP1
PELI1
PLCE1
CLMP


MMP2
MMRN1
CSF1R
NCALD
PPP1R12B


C3
ITGA6
ELMO1-AS1
MRVI1
SLIT3


IGF1
CRIP2
MYO5A
SMTN
AR


PRELP
EVA1C
C2CD5
TMSB4X
PLIN5


MAMDC2
MKL2
ARHGAP26
AXL
RP1-193H18.3


DOCK5
EFNB2
MGAT1
ITGA1
RP11-






507B12.2


FBLN1
CSGALNACT1
AKAP13
SNCG
ABHD5


TMSB4X
CYYR1
ADRBK2
CEBPD
APCDD1


CTGF
CPNE8
LYN
RGS5
RBPMS


SEPP1
TEK
SRGN
CCDC3
NTRK2


PCDH9
CD74
MKRN3
ESYT2
ITIH5


LPAR1
RALGAPA2
C1QB
WDR45
PRKAR2B


RNF144A
EPHA4
FOXN3
CPM
ZBTB7C


BMPER
LNX1
ETV6
PDK3
SORBS1


RP11-
SDPR
STX7
TGM2
GHR


39M21.1


ANTXR2
ADIPOR2
SLA
SORBS1
AC002066.1


ABCA9-AS1
PREX2
VAV3
JAG1
CIDEA


CYBRD1
IFI27
USP15
ZFP36L1
EFNA5


DUSP1
TINAGL1
RCSD1
TIMP3
MAGI1


BMP5
PLS3
DOCK11
BCAM
TRHDE


SLC9A9
CAV2
BCAT1
SLMAP
TLN2


NOX4
KLF6
PIP4K2A
C12orf75
COL4A2


RP11-
ESYT2
MARCH1
ETV6
GPT2


444D3.1


LTBP2
HYAL2
LRRC16A
GJA4
USP33


COL1A2
CDH13
TLR2
TTLL7
SLC16A7


SPARCL1
C10orf10
PTPRJ
RYR2
MAOA


ADH1C
ENTPD1-AS1
RP11-
CRISPLD2
PRKD1




1080G15.1


SH3D19
IGFBP4
FCHO2
VIM
MYCBP2


TCF7L2
HIP1
PRKCB
DENND3
CEBPA


ITM2B
PKHD1L1
ARHGAP24
RP5-857K21.4
TACC1


MGP
F8
CERS6
MYOCD
CD36


PTGDS
TM4SF1
RNF130
SH3GL2
PLA2G16


ADGRD1
GPM6A
PTK2B
MAP3K5
FGD4


DDR2
PODXL
AOAH
LINC01088
PALM2-AKAP2


PKD2
FABP5
APBB1IP
NPNT
PTPRG


BICC1
TSHZ2
SEPP1
UTRN
XIST


PTPRS
CD9
ZSWIM6
CNTN4
SEMA3A


AGTR1
CLU
SNX29
ZFAND5
HSPB7


RPL11
SLC2A3
SKAP2
ACTN4
DOCK11


FMO2
ARHGAP26
CCND3
ITIH5
BMP1


STXBP6
DGKH
RTN1
AEBP1
CHKA


USP53
PPP1R13B
CYBA
LINC01568
MYO1C


CILP
NFIB
CMIP
HSPB1
RASSF4


FIBIN
CTA-276F8.2
PLTP
COL18A1
ELL2


CXCL12
LRRC1
PARP8
PAWR
CYB5A


ARL15
KALRN
ACAP2
ADCY5
ADIPOR2


RP11-
CDK17
ALOX5
LTBP1
RP11-


608O21.1



1101K5.1


S100A4
FLI1
CCDC88A
COL4A2
CLSTN3


SLC12A1
ITPRIP
PREX1
EDIL3
CCDC107


SCARA5
CD59
MAML3
LINC01197
RBMS3


LPP
PICALM
DENND4C
AC008440.5
ACER3


CTDSPL
MYOF
ROCK1
HES1
ADIRF


SHISA6
CXorf36
ARRB2
RASL12
AOX1


EEF1A1
ACTN4
MED12L
MTHFD2
ESYT1


KCNT2
ENG
REL
RERG
AP000304.12


CYP4Z1
SPC25
SIPA1L1
FRMD4A
ACO1


DIO3OS
RP11-
CEP170
PFN1
FTL



638I2.8


TIMP3
RBMS2
RP11-
KALRN
NRIP1




16C1.3


MTSS1
CLEC14A
PTPRE
PRKCDBP
FASN


LRRC16A
FRYL
FYB
RASSF1
EMP1


FTH1
LIMS2
RHBDF2
ZBTB7C
RBP4


PODN
ABCG1
FCGR2A
WFDC1
IRS2


PLAGL1
DACH1
FAR2
DUSP1
FKBP5


EFHD1
KIAA0355
NAIP
SIK3
NNT


IGFBP6
ITGA9
RBMS1
ENTPD1-AS1
SRPX


RPS27
STOX2
FOXN2
MALAT1
EHBP1


PLEKHH2
MYCT1
EMB
WSB1
TMEM120A


GFRA1
RPGR
NOTCH2
PTMA
PARVA


SPRY1
NEBL
TNFRSF1B
SOD3
GYG2


PI16
EMP1
TCF12
CCNI
PDXK


ZBTB20
RP4-678D15.1
C1orf162
BGN
ELOVL5


PROCR
ITGA1
MEF2C
ECE1
SMIM3


H3F3B
ABR
ST6GAL1
CD9
AASS


SDK1
TMTC2
SLC8A1-AS1
GADD45B
NCOA7


RPS2
ADIRF
WDFY2
SEPW1
TNRC6A


DYNC2H1
C8orf4
INPP5D
BTG2
SLC26A3


CYR61
TSPAN14
STK17B
NR2F2
ASPH


EIF1
HLA-DRB1
GNG2
TLN1
NME3


CCNG2
PPP1R16B
ADAM28
FBLIM1
NHLRC3


RPL13
A2M
POU2F2
DGKH
GPBAR1


SOX5
DOCK6
CTSB
FOS
HIVEP3


WASF3
PPARG
CCDC91
NFASC
CTIF


PDGFRA
RP4-613B23.1
CEBPD
CSRP2
C2CD2


RP11-
CD93
CSF3R
SDK1
MT1A


210L7.3


HS3ST1
FBXL7
MVB12B
NR4A1
FOXO3


RPL41
PIK3C2A
GTDC1
ID4
GLUL


SESTD1
RPS6KA2
VOPP1
COL6A2
C14orf180


HIF3A
ICA1
NRP1
PIP5K1B
RAB2A


MEDAG
LIMCH1
RAP1A
RPL15
DDX5


LRP1B
FABP4
TFEC
ACTG1
RGS3


GRK5
FGD5
HCK
EEF1A1
NGF


SLIT2
RUNX1T1
AP000304.12
VASN
SCP2


CPNE4
MLLT4
NPL
MYO1B
STAT2


MYOC
HLA-DRB5
SNCA
NDE1
FIGN


ECE1
MYO1E
ATG7
CKB
CLMN


EYA2
ELMO1-AS1
HIF1A
LINC00702
DDX17


MME
ENTPD1
PHACTR2
PHACTR1
EEA1


MAMDC2-AS1
CCND3
FGD4
ELL2
CACHD1


IGFBP3
GMDS
TYROBP
SPECC1
RTN1


B2M
CALCRL
DENND1A
PPDPF
JMJD1C


PLEKHA5
CDH5
JAML
PDZRN3
PHLPP1


DDIT4
MGLL
RNF150
ARHGAP10
COL4A1


NCAM2
PTGIS
SLC11A1
COBLL1
ST3GAL6


RP4-678D15.1
FAM196A
MAML2
RPL41
PSMA1


SLC44A1
CMTM8
CSGALNACT2
SPINT2
GRINA


RBMS3-AS3
WNK1
SCN9A
ISYNA1
SESTD1


CYTH3
CAV1
LAPTM5
LGALS1
RREB1


NUPR1
FCHSD2
NHSL1
PRDM16
ADCY6


TIMP2
SMAD1
DLEU2
TBC1D1
PER3


NLGN4Y
MEF2A
IL1R2
PRMT9
TMEM164


RPS15
ICAM2
SH3BP5
RPL10
RP11-






736K20.5


RPL3
ESAM
CHKA
ADCY3
CTD-2282P23.2


UAP1
IFI44L
GRB2
AOC3
MACF1


CDO1
MMRN2
MPPED2
RP11-
THSD7A





665G4.1


PLA2G2A
MGP
PLXDC2
ILK
DUSP4


PRICKLE2
SPTBN1
ATG16L2
PHLDB2
YWHAZ


ADAM33
IRAK3
AP000476.1
AC097724.3
SLC2A4RG


RP11-
HSPG2
PDE4B
RBPMS2
ELMOD3


160H12.2


LMO3
SLCO4A1
AGTPBP1
S100A6
PTPRM


PQLC2L
NRG3
FNBP1
SORT1
ZFP36L2


DDX5
CCDC85A
DIP2B
SOX5
SMOC1


RPL13A
AKAP12
SIRPB2
RP11-
LINC01301





315E17.1


FGFR1
LYST
LCP2
CSPG4
AFAP1L1


MMP14
RP11-
ASAP1
RPS27
JAK2



362K2.2


XPO5
PKN3
RP11-
RPL7
SHOC2




1143G9.4


SPATA6
SH3BGRL2
ITGAM
HEY2
STARD13


RP11-
TGM2
ENTPD1-AS1
LBH
ADAMTS9-AS2


289H16.1


NLGN1
ITGA5
ALCAM
SMIM12
SH3KBP1


ITIH5
NOTCH4
GSAP
PTPRG
MARK1


RPS28
CPAMD8
STK4
SPEG
SLC7A6OS


PIK3R1
RP5-1101C3.1
BMP2K
RPS27A
PILRB


APBB2
TSPAN9
ARHGAP6
CIRBP
TUSC5


IFITM3
CDC42BPA
STK10
CRIM1
TNKS1BP1


FNDC3B
NUAK1
CDK6
RPL21
C10orf11


CD99
GFOD1
TMEM2
GRK5
IRAK3


ADAMTS5
SULF1
KIAA1551
SYNPO2
ACADS


RPL34
PLXDC2
CD163L1
AC002066.1
PXDN


RUNX1T1
CCNY
SIGLEC1
ITPR1
ARHGAP20


F3
ST8SIA6
TGFBI
TGFB1I1
MGEA5


WISP2
RAPGEF1
CHN2
PNRC1
MPST


GLI3
IFITM3
PLXND1
EEF2
RETSAT


RBMS3-AS2
SERPINE1
GNG12-AS1
RPL23A
AK4


C10orf10
RGCC
SPI1
GUCY1A3
COL5A2


KCND2
CNKSR3
EPB41L3
PPP1CB
OXR1


SDC2
HEG1
RP11-
SLC39A11
LENG8




277P12.20


CIRBP
HMCN1
MAP3K8
SYTL2
FTH1


COL15A1
CMIP
GPR34
RPS14
SPTBN1


GAS1
S1PR1
RP11-
AC140912.1
TNS1




347P5.1


CYP4X1
RAPGEF4
KIF13B
GPRC5C
FBXO11


ALDH1A2
PGM5
NUMB
TMEM184B
TIMP4


CST3
RNF125
SUSD6
ARHGAP17
RASGEF1B


WIPF1
PLSCR4
MANBA
RPL3
DCXR


RPLP0
RHOJ
CXCR4
RPL5
DOCK1


RND3
RPH3AL
GPR183
PICALM
ITGA7


EFEMP1
RAMP3
TPK1
RP11-
ASH2L





466A19.3


FYN
RHOB
CD53
EDNRA
KCNIP2-AS1


STK24
STK38L
CPNE8
EPAS1
VEGFB


TRIM4
KLF4
RNF175
RBMS3
SLC25A1


RPL28
FOXP1
GNB1
KCNMB1
VEGFA


ARMC9
PLXNA2
FCER1G
SEPT7
WASH1


LUM
EDN1
MAP2K1
SH3BGRL
CAT


BMP4
CCDC68
MEF2A
SLC38A11
IMMP2L


HTRA3
ADD1
KCNE1
DYNLT1
EIF4EBP1


OLFML3
UVRAG
MYO1F
H3F3B
VKORC1L1


AMPH
FRY
ADCY7
PALLD
FHIT


DPT
BTG1
TMSB4X
EGFLAM
DLC1


WDFY3
CD34
RNASE6
C1QTNF1
HK2


ADD3
PTMA
ZNF562
C9orf3
ADAMTS15


PCDH9-AS2
HECW2
SH3KBP1
ABHD2
ZBED3-AS1


MAGI2
RP3-523E19.2
ADAP2
RAD51B
ITPK1


S100A10
WARS
LGMN
ANKRD37
EPB41L4B


PHLDB1
GIMAP8
ARSB
DTX3
GNAI1


PDE1A
PLVAP
ZCCHC2
PDLIM7
ABCD2


SERPINF1
CXCL2
RAB20
ARHGEF17
LONRF1


NFIA
SH2D3C
CD86
EIF4A2
TRIO


VCAN
RASIP1
HLA-DRA
ACKR3
C1QTNF7


AC018890.6
GNG11
ITGB2
MAML3
TMBIM1


KAZN
BST2
AP2A2
SMURF1
CDYL


RP11-
DNAJC18
RCAN1
PLEKHO1
RP11-


197K3.1



286B14.1


WWOX
MCF2L
AC010127.3
MT1E
SELENBP1


LAPTM4A
APBB2
CR1
CBX6
AGBL4


ADAMTSL3
ZBTB46
EPS8
ARL6IP4
C1RL


CPB1
TLL1
MAF
NT5DC3
CH507-528H12.1


MXRA8
SNHG7
IKZF1
PCED1B
SOS1


MEG8
GNAI2
HNMT
SERF2
SLTM


EMP2
LHFP
ST8SIA4
TBX2
APBB2


CALCRL
RP11-
RNF13
FRYL
TTLL5



35G9.5


SYTL4
CEP112
DIRC3
NBL1
PRDX6


TC2N
SLCO2A1
HLA-DRB1
ZNF90
SNTB1


TLN2
YES1
ITPR2
ATF4
FSTL3


ANGPTL1
TMEM204
CMTM7
FTH1
PC


HMCN2
NOSTRIN
VCAN
RPS18
STK39


TBRG1
LIFR
FCGR2B
TRABD2B
YPEL5


UGGT2
GUK1
NCKAP1L
SLC25A6
FGF2


ECHDC2
TANC2
IFI16
UBB
SCRN2


LAMC2
MYO5C
H2AFY
APOO
RP11-






756H20.1


PDGFD
ELN
MIR181A1HG
SCN3A
PHF3


MKL1
FGF2
C3AR1
ESAM
PQLC1


DENND2A
CA8
LCP1
FOSL2
TWIST2


SLC2A13
ID2
EDA
UNC5C
TJP2


SLC39A14
IFITM2
LRRK1
EVA1C
THRB


ZFAND5
EPB41L2
SNX2
H2AFJ
PCED1B


DOCK1
CAPZA2
CSF2RA
ZNF141
CAV2


VGLL3
LMBR1
FCGRT
RPL6
CDC37L1


LIFR
ITPR2
BLVRB
RPS4X
IL1RAP


KCNH1
TUSC3
RASA2
AC013463.2
MAPK10


MED13L
JUNB
LINC00278
DTNA
EPB41L3


LARP6
RHOC
MPEG1
CREB3L2
FBXL5


TRPC1
RAPGEF2
INTS10
KCNA5
ABL2


S100A11
NDRG1
RP11-
TSC22D1
TAPT1-AS1




815J21.4


C1RL
SYN3
PAPSS2
CTD-2009A10.1
HSDL2


TRHDE
CD2AP
SND1
WBSCR17
AOC3


ERRFI1
ZNF264
WLS
MICAL3
MAP3K5


PLAC9
PLCG2
CCR1
RASSF3
DGAT2


TSHZ2
RNASE1
C22orf34
PRUNE2
CSPG4


PLXDC1
MYRIP
PIK3AP1
FIGN
KATNAL1


CALD1
THBD
NCF4
TCEAL4
HSPG2


CYP1B1-AS1
TCF4-AS1
TYMP
ITGB1
LIMA1


RAMP2-AS1
ARL4A
SHTN1
TANC1
API5


ZEB1
PALMD
TEC
RASGRP2
GSDMB


RIMS3
EEF1A1
NCOA3
TASP1
NCK1


MTCH1
GNAQ
LYST
MYL12A
F3


CPQ
PRKX
CTD-2282P23.2
GARNL3
RP1-41C23.1


SPSB1
ADAM15
MDFIC
PLCB4
CD81


ARHGAP21
HIPK3
IL10RA
COL4A1
DHODH


TEX26-AS1
BMP6
PAN3
PLPP3
BMS1P14


PCSK5
PCAT19
SH3BGRL
KANK2
INTS10


FAM196A
HLA-DRA
ADGRG6
FABP4
CTD-2337A12.1


SMIM3
BMX
TBC1D22A
ZFP36
ATXN3


COL3A1
GNB1
TBC1D5
FAM46B
RP11-






573D15.3


SRSF5
RELN
RP6-159A1.4
CRIP2
MT-ND4


FAM162B
CRIM1
CTSZ
SLC27A4
CKB


RPL14
RPL3
FER
ADARB1
MRPL41


APP
SPTAN1
IL13RA1
MIR22HG
JAG1


DANT2
PTPRE
DAPK1
YWHAH
PRKCD


TENM1
CH17-80A12.1
FOS
BAIAP2L1
TTC38


SMIM14
RP11-
EXT1
RP11-
PPP3CA



314N13.10

394O4.6


ADH5
GIMAP4
SPIDR
PLCL1
FMNL2


DSE
LY6E
PEAK1
AKT3
FGF1


NFKBIA
BMPR2
FTL
RPL27A
CCDC69


SLC5A9
PTK2
FOLR2
PTRF
IL17RE


PGF
RP5-1121H13.3
EMP1
NDUFA4
TNIP1


EMX2OS
CNTNAP3
IGSF21
FAU
MAP3K8


RPS17
ARFGEF2
CYTIP
MARK1
ACVR1C


ISLR
PLAT
CHPT1
ACTR3
HEXDC


SIK3
LRRC32
CD68
RPL14
ASS1


RBPMS
ACKR1
TLR1
TMEM181
IGF1


SLC25A43
SWAP70
PTEN
NDUFA4L2
ALDH7A1


RPS4X
S100A10
WDR36
MAF1
FAM13A


PDGFRL
LRRFIP1
CAB39
SNTB1
ZBTB44


MROH9
NOD1
AKR1A1
FER
HRSP12


RPL35A
CYYR1-AS1
TTYH3
DOCK8
MBD2


PTGR1
C22orf34
DPYD-AS1
LDOC1
MRPL34


THBS4
RFTN1
CTSC
ARPC5
ARHGAP26


CEP126
NAV1
CTSS
RPL36AL
TRIM35


IPO9-AS1
FRMD4B
ABR
RP11-
CDKN1C





290H9.2


FER
SHE
SNX10
LGI4
LINC00623


RPS27A
ARAP3
CROCC
CNN2
RSPO3


PCOLCE2
MAP2
MIS18BP1
MT2A
TMEM72-AS1


RPS15A
LAMA5
CD44
LAMA5
MT1E


SRSF7
TAGLN2
WIPF1
IGFBP2
ANXA6


TIPARP
ACTN1
PLEKHA2
DPY19L2
HIPK3


PTPN9
SEMA6A-AS1
TAOK3
TJP1
DCAKD


WDFY2
ANKS1A
HLA-DRB5
MYADM
MSL2


WBP5
GALNT18
CMKLR1
SRSF3
CDK5RAP1


KCTD3
RASSF1
FGR
CAMK2G
CERS6


PRR16
MGAT5
CH507-513H4.1
RPS6
HEBP2


PAK3
PIK3C2B
PDE3B
CACNA1H
PAN3


CCDC85A
FNBP1L
COLGALT1
ROCK1
CYB5B


PTBP2
TPST1
SP100
SSBP2
RNF19B


PMP22
SHROOM4
PLA2G4A
ATP5E
AIFM2


RPL15
STX12
RP11-
CYCS
RP11-




289H16.1

962G15.1


STEAP4
RUNDC3B
RNF145
SUSD5
LRP1


RP11-
MMP28
ZNF665
RPL36
ETFB


553L6.5


SLC25A6
SHANK3
ATF6
DST
LOXL2


PDZRN4
RP11-
PAPD4
FAM155A
ADRA2A



767I20.1


SDCBP
MGAT4A
MAP3K1
COX7A2
MAMLD1


YPEL2
CD151
WASF2
DIRC3
LGALS12


PRKD1
MTHFD1L
LYZ
CFL2
RGS12


TMEM204
RPL36
LST1
RPS16
ARSD


SELM
RP11-
LIMD1
TBX18
PGM3



526F3.1


PDK3
NRP1
EPSTI1
BTF3
EPS8


GPX4
HEY1
NLK
MYO1E
DDR2


RP1-193H18.3
APOLD1
CHSY1
AC018816.3
SRRM2


RPL10
CLEC1A
DRAM2
EIF5A
CENPO


CYP4A22-AS1
RPS6
RASSF3
KCNJ8
MATN2


RECK
ADCY4
LRRK2
RPLP1
CAV1


RGMA
SMAD6
SAMSN1
B2M
INTS6


BOC
MGST2
MEGF9
CD151
BCKDHB


CLSTN2
PELI2
FPR1
NPY1R
MYL2


RHOBTB3
SPRY1
CLEC4E
PTMS
OXCT1


ACVRL1
ABCB1
CARD8
UBL5
JAK1


RPL18
CCL21
SPRED1
TGFBI
C16orf13


CH507-513H4.1
MTUS1
SNX13
TUBB6
GOLGA8B


SPRY2
KIAA1671
GLIPR1
SLFNL1
TFDP2


NIPAL2
WSB1
TIAM1
EFHD1
SIK2


GPNMB
S100A16
SCRG1
ARHGEF10L
TSPAN15


RP11-
REEP3
CD84
BRSK2
PPP1R15B


196H14.2


ITGA5
RNF115
HSPA6
CBR4
G0S2


PCYOX1
ASAP2
TNFRSF11A
PACSIN2
TSPYL2


PDGFRB
ADAMTS6
SERINC5
IGFBP5
CARMN


ODF2L
COL8A1
KLHL2
CNN3
ZFAND6


RAP2C-AS1
NDRG4
ZDHHC20
ATP5J
ITPKB


MAP1LC3A
EFNA5
PPP3CA
RPS23
ZC3H3


FAP
JAM2
CTTNBP2NL
HIPK2
ECHDC3


MMP3
CHN1
UNC93B1
ITM2C
PER1


TRERF1
UBC
THEMIS2
DGKG
ATF4


CAB39L
RP1-90G24.10
ZNRF2
PITPNB
MCCC1


IQCH
SAMD12
PRMT2
RP11-
AZGP1





444D3.1


ACADL
FDPS
FGL2
PDZRN4
MARC2


CFTR
PITPNM2
RP11-
STEAP1B
TSKU




196H14.2


ATF7IP2
TMEM88
ATRN
LIMS2
SPARC


SPG20
PKP4
NPC2
CRTC3
ZKSCAN1


RERG
GRK5
ATM
NHS
NAT8L


CCNI
GPIHBP1
RB1
SLC6A16
STK24


FBXO42
RAPGEF3
NBPF19
PEAR1
ZSWIM8


NAA11
TSPAN13
CEPT1
GJC1
SLC5A6


NAV3
CSNK1E
DENND4B
CTD-2269F5.1
IDH1


EVC2
PTMS
PARP4
PLEKHG3
MYEOV


AC006994.2
GRASP
TRPM2
WDR1
AACS


MUSK
ZNF366
MAP3K3
RPL10A
TNK2


AC010084.1
STK38
PPP1R21
TCEB2
APMAP


PTEN
NFKBIA
IL27
MAP2
FIG4


CLMP
XAF1
DERA
EIF1
CPSF7


KIAA0040
ITPKB
GCA
PTH1R
RABEP1


ARL4D
ITSN2
ALOX5AP
CERS6
TRPS1


MT1G
ATP10D
SCAMP2
FEZ2
RP11-






175K6.1


FAU
ADAMTS9-AS2
CYTH4
GUCY1A2
BOK


DPYSL2
TMEM184B
KCTD12
GLDN
PRR5


LSP1
GRAPL
KCNAB2
NMNAT2
APOL6


TMA7
STC1
C5AR1
COL4A5
ARHGAP21


RP5-965F6.2
EFNA1
PTPN18
CCNH
TYRO3


IMMP2L
PDCD4
GABRB2
EPN2
C6orf106


PTGFR
RPL34
VPS41
EMD
PABPN1


MFAP4
FAM107A
TNRC18
PBXIP1
RP11-






353M9.1


CTSF
AC007319.1
ATP2B1
RP11-
SLC38A10





499P20.2


STARD9
PLEKHA7
SOAT1
RPL35A
GSK3B


TASP1
RAI14
TNFAIP2
YBX1
APBB1IP


GNB2L1
NOS1AP
SLC2A13
RPL35
CECR5


ADGRB3
VPS37B
RP11-
HMGN2
C6




286E11.1


ANOS1
TBCD
HAVCR2
RPL34
HNRNPU-AS1


SLC1A5
ART4
RP11-
PABPC1
DOCK8




556E13.1


LINC00882
ITM2B
SYNE3
RP4-593C16.4
RP5-965F6.2


H2AFJ
H3F3B
STAT6
MSC-AS1
ARID1A


RP11-
CX3CL1
OXR1
RPL19
RP11-


82L20.1



745L13.2


PLD1
PHACTR2
ENTPD1
ASAP1
PFKFB3


HMGCLL1
CHSY1
BAZ2B
C9orf16
DMTF1


RASSF4
IFI6
NABP1
ATP8B1
PFKFB1


PSAP
AC007743.1
HERPUD1
RPL8
AF127936.9


USP33
AC007193.10
TMEM106A
IFITM3
NUPR1


CTTNBP2
RP11-
UBXN2B
SYNM
RALY



382A20.3


RPS13
DLL4
DNM1
EOGT
DHX8


ADAMTS9-AS2
ZFP36
AGO4
KIF5B
NR3C1


RPS18
PARP14
IL18R1
SEPT4
STIM2


RNF19B
TFF3
ATP11A
GUK1
MMP19


LINC00968
PPP1R14A
WDFY4
SELK
PCDH9


RPL7A
C6orf141
NCOA2
PPFIA2
MIR193BHG


MPZL1
TJP2
EMILIN2
LHFP
SPATA5


B4GALT1
BAIAP2L1
ADPGK
OST4
AHNAK


SERF2
YWHAH
MOB1B
CBL
SPEN


EFHC1
ADAMTS9-AS1
IFNGR1
RP11-
AGO3





391J2.3


ARHGAP6
KLF3
EPS15
PHLDA3
RP11-






479O9.4


PARVA
SOX17
ZNF846
RP11-
RHOT1





1000B6.3


RPL10A
ZDHHC14
ARHGAP25
DDX5
SH3GLB1


APOL3
CNOT6L
SLCO3A1
SLC8A1
ADH5


VIMP
ESR2
ST6GALNAC3
LRP10
TGFBR3


BDNF-AS
ENPP2
NFATC2
XIST
SEC31B


TXNRD1
MPZL2
E2F3
NR1H2
LAMA4


RBMS1
INPP5D
PPP1R12A
DGKB
LINGO1


RTN4
RARB
ME1
DKK3
BCAP31


CYP1B1
KAT6A
CBL
ARHGAP26
TBC1D16


PAPPA
IFI16
EIF2B5
NR3C2
PPP2R2A


CATSPERB
RBMS3
MLKL
ENTPD3
NAT9


PTPN13
DENND3
CD4
RAPGEF2
ABCA1


HSPG2
FZD6
RFWD2
NKD1
KLHL25


XYLT1
NLRC5
RP11-
ELOVL5
KIRREL




426C22.5


OSR2
GIMAP7
TBC1D9
RPL38
BRD2


RPS25
CDC42EP3
PAG1
DDAH2
KLB


COL5A1
KDR
GRAMD3
KLF12
PCSK5


RPS23
GJA5
BLNK
SAP18
MAP3K6


IGF1R
RPS14
PRSS36
CYP7B1
AKR1A1


WSB1
TMEM255B
LRRFIP1
RP11-
PEX11A





15B24.5


CSTB
MALL
AFF3
ID2
ARMC8


CNTN4
GNA14-AS1
RCBTB2
RP11-
DUS1L





156K13.1


XG
SRP14
TRMT1
TEAD3
WDFY2


AP3S1
SPARC
TRIM14
LINC00924
TMEM135


EEF2
RPS27A
TNFAIP8
PLEKHA6
TESK1


PCSK6
WDR45
ARHGAP31
IGFBP4
FZD7


FN1
ITPKB-AS1
CPPED1
RPS8
BANK1


EPB41L2
AFAP1L1
ZNF710
GPR20
ARHGEF28


LONRF1
RPL10
FGD3
RPS3
THSD7B


EIF4A2
PTRF
CLEC2D
GAPDH
PRRC2B


TANK
RB1
FCGBP
MRPL33
RP11-






147C23.1


SPTBN1
RPL27A
ARPC3
RPS7
MSH3


EBF3
ATF7IP2
RREB1
MAGI1
PEX5


PXDN
DDX5
SLC12A6
ABTB1
TKT


PLEKHA7
RPL29
PAQR3
DAPK3
GPX1


ELF1
SMARCA2
ARPC1B
CLIC1
PECR


RBBP6
DHRS3
DLEU1
NDUFS5
INTS3


SLC22A15
SOCS2
TNFSF8
DEC1
PDHX


INHBA
CTA-243E7.1
GPX1
CYFIP2
ACSS3


AKAP12
PARD6G
ARID1A
MGP
RP11-






103J8.1









In some cases, the nucleic specific genes may be one or more from Table 3A. In some cases, the nucleic specific genes may be one or more from cluster 0 of Table 3A. In some cases, the nucleic specific genes may be one or more from cluster 1 of Table 3A. In some cases, the nucleic specific genes may be one or more from cluster 2 of Table 3A.









TABLE 3A







Single Nuclei EZ Preparation (Myocyte clusters)














cluster
gene
tstat
log2FC
pval
pval_adj
percent_exp
mean_exp










Cluster 0 Myocyte














0
PDE4D
101.4143143
4.786413193
0
0
0.98912792
4.504366398


0
GBE1
95.69503784
4.423283577
0
0
0.938237335
3.402583838


0
DMD
83.36749268
4.035079479
0
0
0.983344899
3.900079966


0
MLIP
81.49430847
3.826128483
0
0
0.953735832
3.334388733


0
EYA4
79.35470581
3.792492628
0
0
0.895442979
2.989447832


0
NEAT1
78.65914154
4.309886456
0
0
0.994679621
5.017502308


0
ACACB
78.27854156
3.705726862
0
0
0.930372427
3.217884302


0
UBE2E2
75.7383728
3.709742546
0
0
0.866527874
2.932776928


0
TBC1D8
73.55910492
3.714147806
0
0
0.85426787
2.932938337


0
KIAA1217
71.66703796
3.674530745
0
0
0.860744853
3.024675369


0
RYR1
69.62826538
3.295396566
0
0
0.919731668
3.027299643


0
ZBTB16
69.43442535
3.193599224
0
0
0.958593569
3.304039717


0
ABLIM2
66.81189728
3.430619717
0
0
0.840157298
2.853957891


0
KCNMA1
66.66548157
4.140600204
0
0
0.699976868
2.758461237


0
FKBP5
65.69849396
3.086441517
0
0
0.981494333
4.015912056


0
ZFAND3
65.14512634
3.197586775
0
0
0.851260699
2.810356379


0
MALAT1
65.02056885
2.816757441
0
0
0.999306037
7.213562965


0
CTNNA3
63.68095398
3.684278011
0
0
0.720333102
2.673369169


0
GTF2IRD1
61.8019104
3.52835989
0
0
0.733055748
2.667934179


0
MAST2
61.40848923
3.414988041
0
0
0.738144807
2.620412827


0
THRB
60.24114609
3.381398201
0
0
0.74184594
2.713703394


0
PDE7A
60.21441269
3.414543152
0
0
0.719639139
2.568400145


0
PARD3
60.15167618
3.209443092
0
0
0.811473514
2.880681753


0
FBXO32
59.80839539
3.169672966
0
0
0.869303724
3.287328243


0
CAP2
59.78777313
3.140753031
0
0
0.811936155
2.811924934


0
NCOA1
58.31863403
3.054593563
0
0
0.798519547
2.737102509


0
TRIM63
58.1307869
2.742858887
0
0
0.940781864
3.285308123


0
CUX1
57.5647049
3.066031456
0
0
0.767522554
2.606505394


0
SVIL
57.30783844
2.878723383
0
0
0.911635438
3.109068394


0
RALGAPA2
56.95275116
3.429069519
0
0
0.674994217
2.546990633


0
PPARGC1A
56.82494736
3.767965555
0
0
0.618320611
2.591074228


0
PPM1L
56.44360352
3.275944948
0
0
0.707610456
2.692656517


0
GPHN
56.43142319
3.078798294
0
0
0.765440666
2.66832304


0
GPATCH8
56.22784805
3.015026093
0
0
0.777238029
2.704372168


0
RBFOX1
55.55692291
3.130341291
0
0
0.771223687
2.857392073


0
CLIP1
54.85471344
2.929381132
0
0
0.776312746
2.670673847


0
CACNA2D1
54.73996735
2.970013142
0
0
0.765209345
2.71243453


0
SSH2
54.57065582
2.861040592
0
0
0.825352764
2.890378714


0
PPP1R12B
54.27468872
3.098406553
0
0
0.699514226
2.554077148


0
LINC-PINT
54.22130585
2.91142416
0
0
0.841313902
3.016038418


0
FOXO1
54.02421188
2.824852705
0
0
0.845246357
2.981667519


0
ARPP21
53.97344971
3.331341982
0
0
0.654406662
2.581500053


0
WDPCP
53.43887711
3.162247181
0
0
0.749710849
2.903521061


0
ZBTB20
53.19958115
2.689676523
0
0
0.874161462
2.923128843


0
AKAP6
53.07445145
3.286131859
0
0
0.643997224
2.577456236


0
MYOM3
52.98542404
3.314714432
0
0
0.64006477
2.5847435


0
RERE
52.97116852
2.772049427
0
0
0.776544067
2.626306057


0
TMEM135
52.78007889
3.58013463
0
0
0.582928522
2.556276321


0
FNDC3B
52.7542572
2.831931353
0
0
0.790423317
2.7819345


0
SLC16A10
52.65286636
3.084773779
0
0
0.699282905
2.667057753







Cluster 1 Myocyte














1
MB
91.84922028
3.319354057
0
0
0.996064099
5.042815685


1
ACTA1
87.19593048
3.442605972
0
0
0.997469778
6.198307514


1
TNNC1
85.91455841
3.39825654
0
0
0.990441383
4.939857006


1
TCAP
84.70059967
3.511332273
0
0
0.98734889
4.728960991


1
TPM2
84.41035461
3.145828247
0
0
0.991284791
4.835346699


1
CKM
82.5300827
3.457877636
0
0
0.991003655
5.212295532


1
MT-CO2
81.69557953
3.764410734
0
0
0.981163902
4.841016769


1
MT-CO1
81.35375977
3.810287714
0
0
0.997188642
6.000914097


1
MT-ATP6
81.00028992
3.7050457
0
0
0.972729829
4.49339056


1
TNNI1
80.73355865
3.733238459
0
0
0.961203261
4.30051899


1
MT-CO3
80.26324463
3.831389904
0
0
0.989879112
5.497419834


1
MYL2
79.96720123
3.77920866
0
0
0.989035704
5.701789379


1
GAPDH
79.13586426
3.451181889
0
0
0.975260051
4.403001308


1
MT-ND1
78.02526093
3.545531034
0
0
0.970480742
4.514090061


1
MT-ND4
77.99588776
3.781897068
0
0
0.982569581
5.205623627


1
TPT1
77.73480988
3.310798168
0
0
0.979195952
4.580207348


1
MT-CYB
77.23577118
3.725570917
0
0
0.970761878
4.74882555


1
MT-ND2
75.27470398
3.687479973
0
0
0.965139162
4.76717186


1
MYH7
73.28559113
3.714814901
0
0
0.931965139
4.232325077


1
DES
73.05266571
3.185059786
0
0
0.958110768
4.174062729


1
RPLP1
71.21856689
3.139355898
0
0
0.958954175
4.182795048


1
CA3
70.17639923
3.539601564
0
0
0.907506326
3.951590776


1
TNNT1
69.30379486
2.447407722
0
0
0.991847062
4.913854599


1
MYL1
64.50784302
3.218435287
0
0
0.906100647
3.897249937


1
RP11-451G4.2
63.17667389
3.148574114
0
0
0.916221535
3.976822615


1
MT-ND3
62.04638672
3.398599863
0
0
0.857464155
3.798155308


1
MT2A
61.83117294
2.981716156
0
0
0.933651954
4.018405437


1
ALDOA
60.7022438
3.103455544
0
0
0.885296598
3.783791065


1
COX6A2
59.77955627
3.307111025
0
0
0.842001687
3.732350826


1
RPS23
51.55150223
2.985025883
0
0
0.796738825
3.64713335


1
MYL3
51.2010994
3.03745842
0
0
0.776778184
3.649103403


1
FTH1
50.32514954
2.916522264
0
0
0.800955862
3.658000946


1
TPM3
50.2421875
2.278628349
0
0
0.935338769
4.016551018


1
RPL32
49.77017975
2.911195517
0
0
0.789148159
3.637048244


1
RPS25
48.21488953
2.862089396
0
0
0.771998875
3.610204935


1
TXNRD1
47.80765915
2.749428034
0
0
0.792521788
3.621031523


1
UQCRB
47.59354782
2.875733376
0
0
0.751757099
3.555393457


1
COX7C
47.34233856
2.949123859
0
0
0.721394434
3.494252682


1
RPL13
46.49856949
2.743798256
0
0
0.774529098
3.605832815


1
RPL10
46.34063721
2.709569693
0
0
0.775653641
3.581132889


1
RPL29
45.20239258
2.806707859
0
0
0.724205791
3.530909538


1
RPL7
44.03061295
2.859272718
0
0
0.677818386
3.453494072


1
COX5B
43.40749741
2.822931528
0
0
0.669384313
3.429303408


1
COX7A1
43.3430481
2.832176685
0
0
0.663761597
3.452292442


1
RPS13
43.29623413
2.824866295
0
0
0.666572955
3.421344995


1
RPS15
42.74211884
2.715245962
0
0
0.699465842
3.502584457


1
NDUFA4
42.12366104
2.821094513
0
0
0.642114141
3.431546688


1
SLC25A4
41.95499802
2.676285744
0
0
0.689626089
3.470487356


1
RPL8
41.50556564
2.734069824
0
0
0.653078437
3.411704302


1
RPS24
40.15060806
2.582562447
0
0
0.670789992
3.432752132







Cluster 2 Myocyte














2
NEAT1
30.68847084
2.97032547
 6.7291E−173
 1.3211E−169
0.969559585
5.193494797


2
MALAT1
29.86100388
2.165190935
  3.08E−164
 4.9132E−161
0.998056995
7.363081455


2
BCL6
28.84972
2.643959761
 3.5688E−162
 5.3581E−159
0.79857513
3.516818762


2
NEXN
25.86568642
2.396879673
 1.1484E−133
 1.1273E−130
0.768134715
3.350649357


2
DMD
23.82266235
2.23607254
 1.4894E−114
 1.2672E−111
0.885362694
4.077739716


2
NEDD4
22.65476227
2.330491304
 6.8869E−105
 4.8826E−102
0.633419689
3.08161974


2
TNNT3
22.17012978
2.612362862
 3.1814E−100
2.19456E−97
0.533031088
3.090705872


2
ART3
21.92366219
2.750362873
2.47695E−97
1.66366E−94
0.436528497
2.633883715


2
SESN1
21.51962852
2.05092597
1.07288E−95
6.84581E−93
0.687176166
3.069423199


2
SVIL
21.33188057
1.890286565
3.21984E−94
2.00439E−91
0.829015544
3.434760571


2
MYLK4
21.2521019
4.285891056
1.49334E−89
8.10947E−87
0.284974093
2.896261215


2
MLIP
20.72967148
1.892499208
2.52149E−89
1.34075E−86
0.829015544
3.481071234


2
TRDN
20.10221863
1.922663927
1.47307E−84
7.09381E−82
0.775906736
3.616367579


2
BACH1
19.75351524
1.886599779
7.56104E−82
3.50873E−79
0.687823834
3.028022766


2
RP11-434D9.1
19.48142815
2.392071724
5.70798E−79
2.60151E−76
0.457901554
2.973782778


2
KLHL29
19.16649437
3.202505589
1.58526E−75
6.52591E−73
0.295336788
2.49774313


2
SORBS1
19.04637718
2.158126354
4.56413E−76
1.90968E−73
0.486398964
2.775076628


2
FAM134B
18.58670998
2.033220291
8.15734E−73
3.25312E−70
0.503238342
2.738197803


2
MYPN
17.87212181
1.704197764
4.96686E−68
1.78548E−65
0.663860104
2.93957448


2
OSBPL9
17.54953766
1.780570745
1.08848E−65
3.56171E−63
0.587435233
2.886753321


2
GGT7
17.36830521
2.868407965
2.55872E−63
7.86823E−61
0.275906736
2.598615646


2
FTX
17.24509621
1.70461905
1.22483E−63
3.90768E−61
0.619170984
2.887447596


2
NPAS2
17.17085075
2.140250921
1.16247E−62
3.49056E−60
0.396373057
2.729994297


2
PDLIM3
16.91735458
1.641801
1.82046E−61
5.40275E−59
0.736398964
3.240107536


2
MBNL1
16.7145195
1.493893862
4.21299E−60
1.23521E−57
0.755829016
3.063050747


2
KIF1B
16.51938057
1.570191026
8.56389E−59
2.37583E−56
0.660621762
2.889220476


2
ARID5B
16.32891655
1.635024786
1.73787E−57
4.71868E−55
0.585492228
2.759566545


2
PDLIM5
16.3124733
1.407245874
2.01955E−57
5.42578E−55
0.827720207
3.399428129


2
GATS
16.25320053
2.076553345
1.23024E−56
3.17166E−54
0.360751295
2.434517145


2
PDE4DIP
16.23176003
1.414978981
6.62181E−57
1.72458E−54
0.781088083
3.117293596


2
MAFG
15.98687458
2.874735832
2.14157E−54
5.20565E−52
0.235103627
2.385196447


2
UACA
15.860672
1.86092937
2.89735E−54
6.97634E−52
0.414507772
2.609840393


2
ATRNL1
15.68160343
3.555809259
3.34637E−52
7.55835E−50
0.191062176
2.368801117


2
SLC7A2
15.42689133
1.858652711
1.53812E−51
 3.4137E−49
0.392487047
2.528899431


2
ZBTB16
15.17070293
1.293138027
4.65753E−50
9.90617E−48
0.858160622
3.18776083


2
SLC20A2
15.09835911
1.66727972
1.24938E−49
2.63536E−47
0.462435233
2.604684114


2
EIF4G3
14.98401928
1.660827398
6.28584E−49
1.30434E−46
0.462435233
2.704310179


2
RORA
14.85598564
1.592671156
 3.2594E−48
6.55037E−46
0.582253886
3.27860117


2
PPM1B
14.79623985
1.517491817
 7.6393E−48
1.51146E−45
0.529792746
2.713263273


2
FKBP5
14.70949936
1.26316154
3.45996E−47
6.69004E−45
0.920336788
3.785018921


2
AFF1
14.66799545
1.550988436
4.48372E−47
8.60436E−45
0.509067358
2.73216486


2
ATP2A1
14.64425564
2.245908499
1.29347E−46
2.40972E−44
0.276554404
2.675018072


2
EGF
14.56193733
1.941646338
3.04741E−46
5.55565E−44
0.325777202
2.538100243


2
PHKA1
14.51071644
1.909703732
6.04699E−46
1.09459E−43
0.329015544
2.457320929


2
MYO18B
14.41104317
1.46609652
1.38997E−45
2.49833E−43
0.582901554
2.886646271


2
CD70
14.35990715
2.467304468
8.90057E−45
1.55595E−42
0.224740933
2.478243351


2
ABCA10
14.35300732
1.801764131
 4.5978E−45
8.09307E−43
0.351036269
2.466420889


2
KCNQ5
14.33800411
1.553141236
3.56279E−45
 6.3148E−43
0.60880829
3.292612553


2
PDE4D
14.27385807
1.438064694
1.33485E−44
2.30199E−42
0.888601036
3.920683622


2
AGBL1
14.19988346
1.853292465
3.34284E−44
5.72613E−42
0.382124352
3.202352762









In some cases, the nucleic specific genes may be one or more from Table 3B. In some cases, the nucleic specific genes may be one or more from cluster 3 of Table 3B. In some cases, the nucleic specific genes may be one or more from cluster 4 of Table 3B. In some cases, the nucleic specific genes may be one or more from cluster 5 of Table 3B. In some cases, the nucleic specific genes may be one or more from cluster 6 of Table 3B.









TABLE 3B







Single Nuclei EZ Preparation (Top ranked genes for each cluster)










Cluster 3
Cluster 4
Cluster 5
Cluster 6


Fibroblast
Endothelial
Satellite cell
Unclassified


gene
gene
gene
gene





LAMA2
TIMP3
MEG3
ANK3


DCN
SPARCL1
LAMA2
DOCK9


NEGR1
TACC1
PLXDC2
LAMA2


APOD
FLT1
CADM2
PLCB4


GSN
VWF
PTPRG
FGF13


COL4A1
ST6GALNAC3
SPARCL1
XPR1


CFD
ANO2
TRHDE
CDH13


GPX3
NEDD9
TGFBR3
MUSK


COL4A2
B2M
FBXL7
NAV2


PTPRG
PECAM1
TLN2
CBLB


EBF1
PITPNC1
PAX7
LMBR1


LAMB1
LDB2
LPP
COL25A1


LAMC1
RASAL2
RBMS3
RBMS3


LINC01088
HLA-C
MUSK
PSD3


PID1
EPAS1
AKT3
LINC01091


GREB1L
HLA-B
GPM6B
TMEM233


TGFBR3
SASH1
CNKSR3
FOCAD


AKT3
AKT3
SNED1
FRY


NID1
ADGRF5
ABCA8
GGT7


COL6A3
ELMO1
RORA
RP11-





1080G15.1


NOVA1
TMTC1
MARCH1
AC108938.5


IGFBP7
CALD1
NAV2
UTRN


RBMS3
TMSB4X
GPC6
CHRNA1


MAN1A1
APBB2
EGFR
DTNA


MAML2
PLEKHG1
PON2
SCN5A


TACC1
ENG
DYNC1I1
NPAS2


TGFBR2
SYNE1
ARHGAP24
INPP4B


EGFR
DOCK9
ELL2
PRKAR1A


SCN7A
ID3
ECHDC2
MEF2C


C1R
ESYT2
APOE
DGKD


ARHGAP24
ACTB
HMCN2
RAB11FIP3


CBLB
TINAGL1
DOCK9
SLC8A3


COL6A2
TCF4
MEG8
LIMS1


TSC22D3
EBF1
CDH4
ITGA10


LHFP
GSN
PRKD1
HS6ST2


CYP4B1
UTRN
DANT2
ANKRD10


SVEP1
ASAP1
PITPNC1
PDLIM3


C1S
IFITM3
ADAMTS9-AS2
TLN2


ARL15
A2M
RNF150
GALNT18


RORA
HLA-E
PLEKHH2
CAP2


PLPP3
IGFBP7
ECE1
AC016723.4


LTBP4
RGS5
NAV1
FAM20A


FBXL7
FABP4
PTCHD1-AS
SLC38A1


AOX1
PTPRB
CELF2
MTSS1


MAP1B
DLC1
FBN1
KCNQ5


GALNT15
MYH9
CHN1
RP11-





526F3.1


ABCA6
APP
BCL2
RP11-





768F21.1


SH3PXD2B
RBPMS
ZBTB20
SLCO5A1


ARHGAP10
EMCN
CEBPD
CECR2


SERPING1
SPTBN1
APBB2
RAPGEF4









In some cases, the nucleic specific genes may be one or more from Table 4A. In some cases, the nucleic specific genes may be one or more from cluster 0 of Table 4A. In some cases, the nucleic specific genes may be one or more from cluster 3 of Table 4A.









TABLE 4A







Single Nuclei NST Preparation (Myocyte clusters)














cluster
gene
tstat
log2FC
pval
pval_adj
percent_exp
mean_exp










Cluster 0 Myocyte














0
PDE4D
86.28809357
3.382457495
0
0
0.952200729
4.040971756


0
MLIP
79.96066284
3.024142981
0
0
0.869638352
3.134570837


0
DMD
79.86351013
2.917862654
0
0
0.958228203
3.826997995


0
SVIL
78.10348511
2.949514389
0
0
0.907765629
3.380862236


0
RP11-362A9.3
77.63995361
3.264942884
0
0
0.836697505
3.370554924


0
NEB
76.71774292
3.005819798
0
0
0.925567704
3.613859415


0
TTN
72.05146027
2.679608822
0
0
0.956405943
3.644062519


0
EYA4
67.12184143
2.723618746
0
0
0.802074572
3.0225389


0
NEXN
66.27083588
2.647407293
0
0
0.836697505
3.133488178


0
FBXO32
65.4458313
2.730417252
0
0
0.823521166
3.281497717


0
TBC1D8
65.1006546
2.608644962
0
0
0.802915615
3.010251284


0
NEAT1
64.90393829
1.862595558
0
0
0.991729745
4.966375828


0
TRIM63
64.20433044
2.652400732
0
0
0.799551444
3.087059259


0
PDLIM5
63.81215286
2.474675894
0
0
0.868376787
3.225019693


0
MYPN
63.602314
2.682075024
0
0
0.731987665
2.829251766


0
ACACB
61.73292923
2.504084826
0
0
0.796327446
2.996240377


0
RYR1
61.31725311
2.546749353
0
0
0.741799832
2.806555033


0
EMC10
60.68687439
2.951526403
0
0
0.736052705
3.452820063


0
RP11-434D9.1
59.96511841
2.784704447
0
0
0.755817213
3.364788532


0
TTN-AS1
58.13369751
2.355644464
0
0
0.770955985
2.889874935


0
MYBPC1
57.38003159
2.775486708
0
0
0.783851976
3.787090778


0
PDLIM3
57.05669403
2.655153513
0
0
0.756237735
3.327852249


0
CAP2
57.04840469
2.441671371
0
0
0.726380712
2.875377893


0
TRDN
55.95820999
2.411050797
0
0
0.770955985
3.097038269


0
PDE4DIP
53.98460007
2.046288013
0
0
0.839921503
3.022218466


0
MPV17
53.85848618
2.395528555
0
0
0.64255677
2.637868166


0
FAM184B
53.33772278
2.320257664
0
0
0.693159518
2.809761286


0
ABLIM2
52.99470901
2.299114704
0
0
0.666526493
2.65839982


0
GPATCH8
52.69500732
2.05796504
0
0
0.803476311
2.959880114


0
MYO18B
52.17118835
2.451497078
0
0
0.634707037
2.850847721


0
SLC16A10
49.95625687
2.293143749
0
0
0.611017662
2.635055065


0
BACH1
48.98518753
2.102327347
0
0
0.687132044
2.731636047


0
RBFOX1
48.92731476
2.194832802
0
0
0.661900757
2.810971975


0
TP63
48.91043472
2.308315277
0
0
0.605270535
2.755381346


0
PEX5L
48.71851349
2.391325235
0
0
0.614662181
2.973362923


0
TACC2
48.57481003
2.209881783
0
0
0.627417998
2.715618372


0
CLIP1
48.39741898
2.027094603
0
0
0.701569947
2.722061157


0
KIF1B
48.32849121
2.012714148
0
0
0.724137931
2.798211336


0
RP11-532N4.2
48.17814636
2.468132257
0
0
0.572329689
3.03913641


0
FAM134B
48.16740799
2.299618959
0
0
0.613120269
2.840901613


0
RP11-64D24.2
47.43904114
2.009727001
0
0
0.710681245
2.843584776


0
PCNT
45.9152298
2.124797344
0
0
0.576394729
2.522727489


0
RIF1
45.34344864
2.075732231
0
0
0.615082703
2.710366011


0
KCNQ5
44.73711014
2.136064291
0
0
0.613120269
2.910439014


0
WDPCP
44.68787766
2.064140797
0
0
0.666246145
2.992846966


0
ALK
44.52365875
2.202203274
0
0
0.54079058
2.664259911


0
PDK4
44.49716568
2.233272552
0
0
0.781749369
3.879845619


0
GRIK1
44.17916107
2.135849476
0
0
0.566302215
2.691514254


0
CMYA5
43.92105865
1.923693657
0
0
0.643257639
2.623984337


0
GBE1
42.98879623
1.87792027
0
0
0.723156714
3.030931234







Cluster 3 Myocyte














3
MB
45.36845016
5.039746761
7.2129E−278
1.9303E−273
0.960339943
4.138577938


3
CA3
34.81185532
4.451338768
2.3391E−190
 3.13E−186
0.889518414
3.875718117


3
DES
34.66391754
4.242812634
2.7831E−189
2.4827E−185
0.902266289
3.73320508


3
TCAP
34.25564575
4.496630192
1.3127E−183
8.7826E−180
0.872521246
3.747440577


3
CKM
33.64890671
3.682870388
4.0434E−180
2.1642E−176
0.970254958
4.142796516


3
ACTA1
32.93518829
3.441322327
7.8474E−173
3.0002E−169
0.992917847
4.957188606


3
MT-CO1
32.65647507
3.743468285
7.5662E−174
3.3748E−170
0.95184136
4.075603485


3
ALDOA
32.47722626
4.033285618
2.3301E−171
7.7947E−168
0.862606232
3.267829418


3
TPM2
31.9103241
3.56080389
1.8361E−168
5.4599E−165
0.934844193
3.60007596


3
TNNC1
31.80289841
4.126588345
3.6129E−166
9.6689E−163
0.875354108
3.836868286


3
GAPDH
31.20012474
3.576480389
6.7803E−163
1.6496E−159
0.915014164
3.413009405


3
MYH7
31.13933754
5.795368195
5.1036E−143
9.1055E−140
0.695467422
3.568230867


3
TNNI1
30.21241951
4.523618698
9.8125E−148
 2.02E−144
0.779036827
3.676169634


3
MT-CO3
29.60902214
3.326941252
2.3206E−149
5.1754E−146
0.946175637
3.726438999


3
MT-CO2
29.28540611
3.578066349
1.9286E−147
3.6867E−144
0.879603399
3.354665041


3
TNNT1
28.32418633
3.537322283
7.3986E−140
1.2375E−136
0.898016997
3.855657578


3
MYL2
27.39080238
3.495162249
8.5424E−133
1.3448E−129
0.924929178
4.221122265


3
CRYAB
26.0314579
3.786319017
1.5072E−118
2.2409E−115
0.733711048
3.084027767


3
COX6A2
25.55956268
3.735337734
1.9636E−115
2.6274E−112
0.723796034
3.037820339


3
RPLP1
25.49644279
3.219713211
5.0387E−118
7.0972E−115
0.837110482
3.191402674


3
NDUFA4
25.3147583
4.416327953
 4.608E−109
5.3617E−106
0.624645892
2.846125126


3
MT-CYB
25.22691154
3.470152378
1.1962E−114
1.5245E−111
0.769121813
3.063998938


3
MT2A
24.72338104
3.14894557
2.2997E−112
2.7975E−109
0.890934844
3.538580418


3
MYL3
24.51583672
4.114356041
5.7997E−105
6.4671E−102
0.640226629
3.249326468


3
HSPB1
24.34414291
3.878652334
1.0053E−104
1.0761E−101
0.661473088
2.986209631


3
MT-ND4
23.76493835
3.260474205
1.9768E−104
2.0347E−101
0.780453258
3.15635252


3
FHL1
23.62839127
3.173719883
1.3066E−103
1.2951E−100
0.781869688
3.124896526


3
MYL1
23.35695076
3.130089045
1.2634E−101
1.20758E−98 
0.788951841
3.146692514


3
FABP3
22.99947357
3.891649485
1.114E−94
1.02803E−91 
0.603399433
2.787765265


3
SLC25A4
22.54064941
3.710465431
2.43586E−92 
2.17295E−89 
0.616147309
2.861616373


3
SLN
22.09153748
4.073943615
1.05854E−87 
9.13828E−85 
0.556657224
2.720176458


3
ENO3
20.91774178
3.252687216
1.5236E−82 
1.19925E−79 
0.630311615
2.73875308


3
CHCHD10
20.87193298
3.395799637
7.97979E−82 
6.10158E−79 
0.593484419
2.675555706


3
FTH1
20.84409904
2.932204485
5.76145E−84 
4.81837E−81 
0.747875354
3.12355113


3
EIF1
20.70482826
2.984888077
1.46006E−82 
1.18406E−79 
0.69121813
2.87906599


3
MYOZ1
20.34199142
3.192083359
6.82911E−79 
5.07669E−76 
0.611898017
2.650874376


3
COX5B
20.31842613
3.766685486
4.25406E−77 
2.99598E−74 
0.526912181
2.548796892


3
COX7C
20.07178688
3.53760314
3.79696E−76 
2.60549E−73 
0.54815864
2.666780949


3
TPT1
19.91294098
2.628203392
8.49652E−78 
6.14551E−75 
0.787535411
3.121062756


3
PYGM
19.78445625
3.657372952
1.11867E−73 
6.80406E−71 
0.52266289
2.540686607


3
RPS2
19.75072098
3.109641314
1.15093E−75 
7.51248E−73 
0.61898017
2.728892803


3
MT-ATP6
19.72942162
2.911108732
8.87436E−76 
5.93739E−73 
0.678470255
2.917506218


3
COX4I1
19.69806671
3.463656664
1.05081E−73 
6.53994E−71 
0.535410765
2.531657457


3
TNNC2
19.55847359
3.327177048
2.47581E−73 
1.44039E−70 
0.635977337
3.476270914


3
RPL13
19.42108345
2.868082047
5.50097E−74 
3.50516E−71 
0.66713881
2.846966743


3
MT-ND1
19.38569832
2.820511103
1.28058E−73 
7.61577E−71 
0.682719547
2.914809942


3
COX7A1
19.15505981
3.50350976
3.81575E−70 
2.08402E−67 
0.512747875
2.570352316


3
MT-ND2
19.09560776
2.833659649
1.08526E−71 
6.05077E−69 
0.664305949
2.84440589


3
RPL19
18.92830276
3.090246916
8.12166E−70 
4.34704E−67 
0.569405099
2.659833908


3
S100A1
18.79019737
3.678087234
2.18413E−67 
1.08244E−64 
0.480169972
2.624881983









In some cases, the nucleic specific genes may be one or more from Table 4B. In some cases, the nucleic specific genes may be one or more from cluster 1 of Table 4B. In some cases, the nucleic specific genes may be one or more from cluster 2 of Table 4B. In some cases, the nucleic specific genes may be one or more from cluster 4 of Table 4B. In some cases, the nucleic specific genes may be one or more from cluster 5 of Table 4B. In some cases, the nucleic specific genes may be one or more from cluster 6 of Table 4B.









TABLE 4B







Single Nuclei NST Preparation (Top ranked genes for each cluster)











Cluster 1
Cluster 2
Cluster 4
Cluster 5
Cluster 6


Fibroblast
Endothelial
Macrophage
Smooth muscle
Satellite cell


gene
gene
gene
gene
gene





DCN
ST6GALNAC3
RBPJ
ACTA2
MEG3


LAMA2
ANO2
MRC1
PDGFRB
LAMA2


NEGR1
LDB2
RBM47
KCNAB1
CADM2


LAMC1
FLT1
FRMD4B
RBPMS
PAX7


NOVA1
RP3-
ZEB2
CACNA1C
TLN2



510L9.1


ABCA6
TACC1
TBXAS1
MYH11
ABCA8


GSN
MECOM
FMN1
NR2F2-
MARCH1





AS1


PID1
TIMP3
CPM
CALD1
TRHDE


COL6A3
DOCK9
CD163
DLC1
PON2


EBF1
PLEKHG1
F13A1
SORBS2
NLGN4X


APOD
VWF
DPYD
LPP
MUSK


LINC01088
PTPRB
HDAC9
RP11-
PTPRG





759A24.3


COL4A1
PTPRM
ELMO1
CLMN
DYNC1I1


COL4A2
PITPNC1
MS4A6A
PDE3A
CNKSR3


PTPRG
NEDD9
SRGAP2
RGS6
ECHDC2


GPX3
SASH1
C10orf11
PRKG1
PLXDC2


GREB1L
PECAM1
CELF2
CPM
TGFBR3


TGFBR3
TCF4
GNAQ
CACNB2
CDH4


ABCA8
EPAS1
FCHSD2
LMOD1
RBMS3


ARHGAP24
TMTC1
FGD2
CARMN
NAV2


NID1
SPARCL1
DOCK8
RP11-
AC005237.4





394O4.5


SCN7A
ELMO1
CSGALNACT1
EPS8
DANT2


GALNT15
ARL15
SYK
IGFBP7
PLEKHH2


MAML2
AKT3
STARD13
TAGLN
IPO9-AS1


CFD
SEC14L1
SLC8A1
ADAMTS9-
MEG8





AS2


VIT
RASGRF2
RGL1
EBF1
RNF150


MAN1A1
MAGI1
MERTK
MYL9
TPRG1


AC007319.1
PLCB4
PIK3R5
TACC1
PTCHD1-AS


CBLB
RIN2
RAB31
TPM1
GPM6B


TSC22D3
EMCN
IQGAP2
JUNB
FBXL7


MGST1
ABLIM3
SPTLC2
NBEAL1
SPARCL1


IGFBP7
TANC1
FOXP1
SPARCL1
CALCR


ADH1B
DOCK4
PTPRC
HES4
LPP


MAP1B
MCTP1
AGFG1
ITGA8
PRKD1


LAMB1
UTRN
SLC1A3
SLIT3
ELL2


EGFR
LRCH1
RNF149
INPP4B
AGFG1


TGFBR2
TPO
TRPS1
APBB2
COL25A1


DCLK1
RAPGEF5
LDLRAD4
HEYL
NAV1


SVEP1
SNTG2
SMAP2
ARHGAP10
ECE1


RBMS3
HIF3A
SAT1
ACTN1
PNMT


SRPX2
BTNL9
MSR1
RNF152
BCL2


SH3PXD2B
RASAL2
FAM49B
ZNF331
APOE


FBXL7
PICALM
SRGAP2B
PTPRG
GPC6


TACC1
C10orf11
LRRC16A
ARHGEF7
ADAMTS9-






AS2


COL6A2
CADPS2
ANKRD44
NOTCH3
SRPX2


CXCL14
APP
RP11-
RAD51B
SNED1




452H21.1


FBN1
ABLIM1
MAN1A1
RASAL2
KANK1


FTL
ASAP1
RP11-
ETV6
RP11-




624C23.1

556I14.1


MFAP5
AC129778.2
RIN3
ADGRL3
CHN1


AKT3
SYNE1
CPVL
FLNA
WDFY2









In some embodiments, the regulatory sequence is not the CMV, CK8, MHCK7, MCK, MB, ACTA1, TPM2, TPM3 or CKM promoter.


Vectors

The composition herein may comprise one or more vectors. For example, the nucleotide sequence may be a part of a vector. The vector may be used for delivering the nucleotide sequence and other components in the composition to cells and/or control the expression of the polynucleotide. A vector refers to a nucleic acid molecule capable of transporting another nucleic acid to which it has been linked. A vector may be a replicon, such as a plasmid, phage, or cosmid, into which another DNA segment may be inserted so as to bring about the replication of the inserted segment. Generally, a vector is capable of replication when associated with the proper control elements. Examples of vectors include nucleic acid molecules that are single-stranded, double-stranded, or partially double-stranded; nucleic acid molecules that comprise one or more free ends, no free ends (e.g., circular); nucleic acid molecules that comprise DNA, RNA, or both; and other varieties of polynucleotides known in the art. A vector may be a plasmid, e.g., a circular double stranded DNA loop into which additional DNA segments can be inserted, such as by standard molecular cloning techniques.


Certain vectors may be capable of directing the expression of genes to which they are operatively-linked. Such vectors are referred to herein as “expression vectors.” Common expression vectors of utility in recombinant DNA techniques are often in the form of plasmids. A vector may be a recombinant expression vector that comprises a nucleic acid of the invention in a form suitable for expression of the nucleic acid in a host cell, which means that the recombinant expression vectors include one or more regulatory elements, which may be selected on the basis of the host cells to be used for expression, that is, operatively-linked to the nucleic acid sequence to be expressed. As used herein, “operably linked” is intended to mean that the nucleotide sequence of interest is linked to the regulatory element(s) in a manner that allows for expression of the nucleotide sequence (e.g. in an in vitro transcription/translation system or in a host cell when the vector is introduced into the host cell).


A vector may be a viral vector, wherein virally-derived DNA or RNA sequences are present in the vector for packaging into a virus. Viral vectors also include polynucleotides carried by a virus for transfection into a host cell. Certain vectors are capable of autonomous replication in a host cell into which they are introduced (e.g. bacterial vectors having a bacterial origin of replication and episomal mammalian vectors). Other vectors (e.g., non-episomal mammalian vectors) are integrated into the genome of a host cell upon introduction into the host cell, and thereby are replicated along with the host genome.


In some embodiments, vectors herein are lentiviral vectors. For example, the vectors may be packaged in lentiviruses. The vectors may be delivered into cells that are transduced by the lentiviruses. Within the cells, the vectors or portions thereof may be integrated into the genome of the cells. A lentiviral vector may be a vector derived from at least a portion of a lentivirus genome, including a self-inactivating lentiviral vector. Lentiviral vectors are a type of retrovirus that can infect both dividing and nondividing cells because their preintegration complex (virus “shell”) can get through the intact membrane of the nucleus of the target cell. Examples of lentivirus vectors that may be used in the clinic include but are not limited to, e.g., the LENTIVECTOR® gene delivery technology from Oxford BioMedica, the LENTIMAX™ vector system from Lentigen and the like. Nonclinical types of lentiviral vectors are also available and would be known to one skilled in the art.


The lentiviral vectors may include sequences form the 5′ and 3′ LTRs of a lentivirus. In some examples, the vectors include the R and U5 sequences from the 5′ LTR of a lentivirus and an inactivated or self-inactivating 3′ LTR from a lentivirus. The LTR sequences may be LTR sequences from any lentivirus from any species. For example, they may be LTR sequences from HIV, SIV, FIV or BIV. The vectors may contain deletions of the regulatory elements in the downstream long-terminal-repeat sequence, eliminating transcription of the packaging signal that is required for vector mobilization. As such, the vector region may include an inactivated or self-inactivating 3′ LTR. The 3′ LTR may be made self-inactivating. For example, the U3 element of the 3′ LTR may contain a deletion of its enhancer sequence, such as the TATA box, Sp1 and NF-kappa B sites. As a result of the self-inactivating 3′ LTR, the provirus that is integrated into the host cell genome will comprise an inactivated 5′ LTR. Optionally, the U3 sequence from the lentiviral 5′ LTR may be replaced with a promoter sequence in the viral construct. This may increase the titer of virus recovered from the packaging cell line. An enhancer sequence may also be included. In certain aspects, the barcoded trans-splicing viral construct is a non-integrating lentiviral construct, where the construct does not integrate by virtue of having a defective (e.g., by site-specific mutation) or absent integrase gene.


In some embodiments, the vector is a adeno-associated virus (AAV) vector. The term “adeno-associated virus vector” or “AAV vector” refers to a vector comprising a viral genome based a serotype of Adeno-Associated Virus genome, and optionally additional nucleotide sequences (functional genes, transgenes, promoters, enhancers and any other desired gene sequences) that are inserted into the vector through cloning or any other method known in the art of recombinant genetic engineering, which is capable of transducing (infecting) cells and expressing these additional nucleotide sequences in the transduced cells. In some embodiments, the viral vector is a recombinant AAV (rAAV). Examples of rAAVs include rAAV6, rAAV1, rAAV7, rAAV8, and rAAV 9. In some examples, the rAAV is rAAV6. In certain embodiments, AAV can be used to target specific tissue. Eleven serotypes of AAV have thus far been identified, with the best characterized and most commonly used being AAV2. These serotypes differ in their tropism, or the types of cells they infect, making AAV a very useful system for preferentially transducing specific cell types. The chart below gives a summary of the tropism of AAV serotypes, indicating the optimal serotype(s) for transduction of a given organ.
















Tissue
Optimal Serotype









CNS
AAV1, AAV2, AAV4, AAV5, AAV8,




AAV9



Heart
AAV1, AAV8, AAV9



Kidney
AAV2



Liver
AAV7, AAV8, AAV9



Lung
AAV4, AAV5, AAV6, AAV9



Pancreas
AAV8



Photoreceptor Cells
AAV2, AAV5, AAV8



RPE (Retinal Pigment
AAV1, AAV2, AAV4, AAV5, AAV8



Epithelium)



Skeletal Muscle
AAV1, AAV6, AAV7, AAV8, AAV9










In certain embodiments, synthetic AAVs can be used to target specific tissues (see, e.g., Colella et al., Emerging Issues in AAV-Mediated In Vivo Gene Therapy, Mol Ther Methods Clin Dev. 2018 Mar. 16; 8: 87-104). Researchers have further refined the tropism of AAV through pseudotyping, or the mixing of a capsid and genome from different viral serotypes (see, e.g., Designer gene delivery vectors: molecular engineering and evolution of adeno-associated viral vectors for enhanced gene transfer. Kwon I, Schaffer D V. Pharm Res. 2008 March; 25(3):489-99; Adeno-associated virus serotypes: vector toolkit for human gene therapy. Wu Z, Asokan A, Samulski R J. Mol. Ther. 2006 September; 14(3):316-27. Epub 2006 Jul. 7; Recombinant AAV viral vectors pseudotyped with viral capsids from serotypes 1, 2, and 5 display differential efficiency and cell tropism after delivery to different regions of the central nervous system. Burger C, Gorbatyuk O S, Velardo M J, Peden C S, Williams P, Zolotukhin S, Reier P J, Mandel R J, Muzyczka N. Mol. Ther. 2004 August; 10(2):302-17; and From virus evolution to vector revolution: use of naturally occurring serotypes of adeno-associated virus (AAV) as novel vectors for human gene therapy. Grimm D, Kay M A. Curr Gene Ther. 2003 August; 3(4):281-304). These serotypes are denoted using a slash, so that AAV2/5 indicates a virus containing the genome of serotype 2 packaged in the capsid from serotype 5. Use of these pseudotyped viruses can improve transduction efficiency, as well as alter tropism. For example, AAV2/5 targets neurons that are not efficiently transduced by AAV2/2, and is distributed more widely in the brain, indicating improved transduction efficiency. Many of these hybrid viruses have been well characterized and may be preferred over standard viruses for in vivo applications.


Scientists have also experimented with hybrid capsids derived from multiple different serotypes, which also alter viral tropism. One common example is AAV-DJ, which contains a hybrid capsid derived from eight serotypes. AAV-DJ displays a higher transduction efficiency in vitro than any wild type serotype; in vivo, it displays very high infectivity across a broad range of cell types. The mutant AAV-DJ8 displays the properties of AAV-DJ, but with enhanced brain uptake.


One type of vector is a “plasmid,” which refers to a circular double stranded DNA loop into which additional DNA segments can be inserted, such as by standard molecular cloning techniques. Another type of vector is a viral vector, wherein virally-derived DNA or RNA sequences are present in the vector for packaging into a virus (e.g. retroviruses, replication defective retroviruses, adenoviruses, replication defective adenoviruses, and adeno-associated viruses (AAVs)). Viral vectors also include polynucleotides carried by a virus for transfection into a host cell. Certain vectors are capable of autonomous replication in a host cell into which they are introduced (e.g. bacterial vectors having a bacterial origin of replication and episomal mammalian vectors). Other vectors (e.g., non-episomal mammalian vectors) are integrated into the genome of a host cell upon introduction into the host cell, and thereby are replicated along with the host genome. Moreover, certain vectors are capable of directing the expression of genes to which they are operatively-linked. Such vectors are referred to herein as “expression vectors.” Common expression vectors of utility in recombinant DNA techniques are often in the form of plasmids.


Recombinant expression vectors can comprise a nucleic acid of the invention in a form suitable for expression of the nucleic acid in a host cell, which means that the recombinant expression vectors include one or more regulatory elements, which may be selected on the basis of the host cells to be used for expression, that is, operatively-linked to the nucleic acid sequence to be expressed. Within a recombinant expression vector, “operably linked” is intended to mean that the nucleotide sequence of interest is linked to the regulatory element(s) in a manner that allows for expression of the nucleotide sequence (e.g. in an in vitro transcription/translation system or in a host cell when the vector is introduced into the host cell). With regards to recombination and cloning methods, mention is made of U.S. patent application Ser. No. 10/815,730, published Sep. 2, 2004 as US 2004-0171156 A1, the contents of which are herein incorporated by reference in their entirety. Thus, the embodiments disclosed herein may also comprise transgenic cells comprising the CRISPR effector system. In certain example embodiments, the transgenic cell may function as an individual discrete volume. In other words samples comprising a masking construct may be delivered to a cell, for example in a suitable delivery vesicle, and if the target is present in the delivery vesicle, the CRISPR effector is activated and a detectable signal generated.


Dosage of Vectors

In some embodiments, the vector, e.g., plasmid or viral vector is delivered to the tissue of interest by, for example, an intramuscular injection, while other times the delivery is via intravenous, transdermal, intranasal, oral, mucosal, or other delivery methods. Such delivery may be either via a single dose, or multiple doses. One skilled in the art understands that the actual dosage to be delivered herein may vary greatly depending upon a variety of factors, such as the vector choice, the target cell, organism, or tissue, the general condition of the subject to be treated, the degree of transformation/modification sought, the administration route, the administration mode, the type of transformation/modification sought, etc.


Such a dosage may further contain, for example, a carrier (water, saline, ethanol, glycerol, lactose, sucrose, calcium phosphate, gelatin, dextran, agar, pectin, peanut oil, sesame oil, etc.), a diluent, a pharmaceutically-acceptable carrier (e.g., phosphate-buffered saline), a pharmaceutically-acceptable excipient, and/or other compounds known in the art. The dosage may further contain one or more pharmaceutically acceptable salts such as, for example, a mineral acid salt such as a hydrochloride, a hydrobromide, a phosphate, a sulfate, etc.; and the salts of organic acids such as acetates, propionates, malonates, benzoates, etc. Additionally, auxiliary substances, such as wetting or emulsifying agents, pH buffering substances, gels or gelling materials, flavorings, colorants, microspheres, polymers, suspension agents, etc. may also be present herein. In addition, one or more other conventional pharmaceutical ingredients, such as preservatives, humectants, suspending agents, surfactants, antioxidants, anticaking agents, fillers, chelating agents, coating agents, chemical stabilizers, etc. may also be present, especially if the dosage form is a reconstitutable form. Suitable exemplary ingredients include microcrystalline cellulose, carboxymethylcellulose sodium, polysorbate 80, phenylethyl alcohol, chlorobutanol, potassium sorbate, sorbic acid, sulfur dioxide, propyl gallate, the parabens, ethyl vanillin, glycerin, phenol, parachlorophenol, gelatin, albumin and a combination thereof. A thorough discussion of pharmaceutically acceptable excipients is available in REMINGTON'S PHARMACEUTICAL SCIENCES (Mack Pub. Co., N.J. 1991) which is incorporated by reference herein.


In an embodiment herein the vector is an adenovirus vector, which may be at a single booster dose containing at least 1×105 particles (also referred to as particle units, pu) of adenoviral vector. In an embodiment herein, the dose preferably is at least about 1×106 particles (for example, about 1×106-1×1012 particles), more preferably at least about 1×107 particles, more preferably at least about 1×108 particles (e.g., about 1×108-1×1011 particles or about 1×108-1×1012 particles), and most preferably at least about 1×100 particles (e.g., about 1×109-1×1010 particles or about 1×109-1×1012 particles), or even at least about 1×1010 particles (e.g., about 1×1010-1×1012 particles) of the adenoviral vector. Alternatively, the dose comprises no more than about 1 x 1014 particles, preferably no more than about 1×1013 particles, even more preferably no more than about 1×1012 particles, even more preferably no more than about 1×1011 particles, and most preferably no more than about 1×1010 particles (e.g., no more than about 1×109 articles). Thus, the dose may contain a single dose of adenoviral vector with, for example, about 1×106 particle units (pu), about 2×106 pu, about 4×106 pu, about 1×107 pu, about 2×107 pu, about 4×107 pu, about 1×108 pu, about 2×108 pu, about 4×108 pu, about 1×109 pu, about 2×109 pu, about 4 x 109 pu, about 1×1010 pu, about 2×1010 pu, about 4×1010 pu, about 1×1011 pu, about 2×1011 pu, about 4×1011 pu, about 1×1012 pu, about 2×1012 pu, or about 4×1012 pu of adenoviral vector. See, for example, the adenoviral vectors in U.S. Pat. No. 8,454,972 B2 to Nabel, et. al., granted on Jun. 4, 2013; incorporated by reference herein, and the dosages at col 29, lines 36-58 thereof. In an embodiment herein, the adenovirus is delivered via multiple doses.


In an embodiment herein, the vector is an AAV vector. A therapeutically effective dosage for in vivo delivery of the AAV to a human is believed to be in the range of from about 20 to about 50 ml of saline solution containing from about 1×1010 to about 1×1010 functional AAV/ml solution. The dosage may be adjusted to balance the therapeutic benefit against any side effects. In an embodiment herein, the AAV dose is generally in the range of concentrations of from about 1×105 to 1×1050 genomes AAV, from about 1×108 to 1×1020 genomes AAV, from about 1×1010 to about 1×1016 genomes, or about 1×1011 to about 1×1016 genomes AAV. A human dosage may be about 1×1013 genomes AAV. Such concentrations may be delivered in from about 0.001 ml to about 100 ml, about 0.05 to about 50 ml, or about 10 to about 25 ml of a carrier solution. Other effective dosages can be readily established by one of ordinary skill in the art through routine trials establishing dose response curves. See, for example, U.S. Pat. No. 8,404,658 B2 to Hajjar, et al., granted on Mar. 26, 2013, at col. 27, lines 45-60.


In an embodiment, herein the vector is a plasmid. In such plasmid compositions, the dosage should be a sufficient amount of plasmid to elicit a response. For instance, suitable quantities of plasmid DNA in plasmid compositions can be from about 0.1 to about 2 mg, or from about 1 μg to about 10 μg per 70 kg individual. Plasmids of the invention will generally comprise (i) a promoter; (ii) a sequence encoding a CRISPR-Cas protein, operably linked to said promoter; (iii) a selectable marker; (iv) an origin of replication; and (v) a transcription terminator downstream of and operably linked to (ii). The plasmid can also encode the RNA components of a CRISPR complex, but one or more of these may instead be encoded on a different vector.


The doses herein are based on an average 70 kg individual. The frequency of administration is within the ambit of the medical or veterinary practitioner (e.g., physician, veterinarian), or scientist skilled in the art. It is also noted that mice used in experiments are typically about 20 g and from mice experiments one can scale up to a 70 kg individual.


The dosage used for the compositions provided herein include dosages for repeated administration or repeat dosing. In particular embodiments, the administration is repeated within a period of several weeks, months, or years. Suitable assays can be performed to obtain an optimal dosage regime. Repeated administration can allow the use of lower dosage, which can positively affect off-target modifications.


Nucleoproteins

The composition may be a nucleoprotein complex. A nucleoprotein may be a protein that can associate (e.g., bind, form a complex with) with a nucleic acid or nucleic acid sequence. The term also encompasses a complex comprising a protein that can associate with a nucleic acid or nucleic acid sequence and a nucleic acid or nucleic acid sequence (e.g., a histone associated with a DNA sequence). Thus, as the term is employed herein, a “nucleoprotein” comprises a complex comprising a protein that can associate with a nucleic acid as well just as a protein that is capable of associating with a nucleic acid or nucleic acid sequence, with no nucleic acid or nucleic acid sequence bound to the protein. In some embodiments, the composition comprises a nucleotide sequence and one or more proteins. The proteins may deliver the nucleotide sequence to cells or specific nuclei in multinucleated cells.


In some embodiments, the nucleoproteins may be ribonucleoproteins (RNP). RNPs have the advantage that they lead to rapid editing effects because this process avoids the need for transcription. An important advantage is that both RNP delivery is transient, reducing off-target effects and toxicity issues. Efficient genome editing in different cell types has been observed by Kim et al. (2014, Genome Res. 24(6):1012-9), Paix et al. (2015, Genetics 204(1):47-54), Chu et al. (2016, BMC Biotechnol. 16:4), and Wang et al. (2013, Cell. 9; 153(4):910-8). In particular embodiments, the ribonucleoprotein is delivered by way of a polypeptide-based shuttle agent as described in International Patent Publication No. WO 2016/161516. WO2016161516 describes efficient transduction of polypeptide cargos using synthetic peptides comprising an endosome leakage domain (ELD) operably linked to a cell penetrating domain (CPD), to a histidine-rich domain and a CPD.


Genetic Modulating Agents

The nucleotide sequences may be or encode one or more genetic modulating agents. The genetic modulating agents may manipulate nucleic acids (e.g., genomic DNA or mRNA) in specific nuclei. In certain embodiments, mutations in genomic DNA is repaired. In certain embodiments, exon skipping or alternative splicing is induced in mRNA. In certain embodiments, mRNA is edited to alter splicing or repair a mutation. In certain embodiments, diseases caused by a dominant mutation in a gene is targeted by deactivating or silencing the mutated gene. In certain embodiments, a gene is repaired or deactivated only in nuclei where the gene is expressed.


Gene Editing Systems

In some embodiments, the nucleotide sequence may be or encode one or more components of a gene editing system. Examples of gene editing systems include CRISPR-Cas systems, zinc finger nuclease systems, TALEN systems, and meganuclease systems.


In some cases, the gene editing system may edit a splice site of an mRNA (e.g., an mRNA transcribed from a mutated endogenous gene related to a disease). For example, the gene editing system may edit a splice site of dystrophin mRNA (e.g., in a muscle cell). The splice site may be within about 100, 80, 60, 50, 40, 30, 20, 10, 5, 4, 3, 2, 1 base(s) either upstream (e.g., 5′ side) or downstream (e.g., 3′ side) of an exon of an mRNA. The splice site may be within about 100, 80, 60, 50, 40, 30, 20, 10, 5, 4, 3, 2, 1 base(s) from exon 43, 44, 50, 51, 52, or 55 in dystrophin mRNA. In certain cases, there is no base between the splice site and exon 43, 44, 50, 51, 52, or 55 in dystrophin mRNA.


In certain cases, the gene editing system comprises or can generate a homologous template for repairing a gene (e.g., an endogenous gene in the specific nuclei). In one example, the endogenous gene is dystrophin gene. In some embodiments, the composition may comprise a means for generating a homologous donor template. Such means may be a nucleotide sequence that is or encodes a homologous donor template. In certain cases, the composition comprises a nucleotide sequence that is or encodes a homologous donor template. In some examples, an endogenous gene may be cut by the gene editing system herein. The donor template may insert to the cutting site (e.g., to repair the endogenous gene).


CRISPR-Cas Modification

In some embodiments, a polynucleotide of the present invention described elsewhere herein can be modified using a CRISPR-Cas and/or Cas-based system (e.g., genomic DNA or mRNA, preferably, for a disease gene). The nucleotide sequence may be or encode one or more components of a CRISPR-Cas system. For example, the nucleotide sequences may be or encode guide RNAs. The nucleotide sequences may also encode CRISPR proteins, variants thereof, or fragments thereof.


In general, a CRISPR-Cas or CRISPR system as used herein and in other documents, such as International Patent Publication No. WO 2014/093622 (PCT/US2013/074667), refers collectively to transcripts and other elements involved in the expression of or directing the activity of CRISPR-associated (“Cas”) genes, including sequences encoding a Cas gene, a tracr (transactivating CRISPR) sequence (e.g., tracrRNA or an active partial tracrRNA), a tracr-mate sequence (encompassing a “direct repeat” and a tracrRNA-processed partial direct repeat in the context of an endogenous CRISPR system), a guide sequence (also referred to as a “spacer” in the context of an endogenous CRISPR system), or “RNA(s)” as that term is herein used (e.g., RNA(s) to guide Cas, such as Cas9, e.g., CRISPR RNA and transactivating (tracr) RNA or a single guide RNA (sgRNA) (chimeric RNA)) or other sequences and transcripts from a CRISPR locus. In general, a CRISPR system is characterized by elements that promote the formation of a CRISPR complex at the site of a target sequence (also referred to as a protospacer in the context of an endogenous CRISPR system). See, e.g, Shmakov et al. (2015) “Discovery and Functional Characterization of Diverse Class 2 CRISPR-Cas Systems”, Molecular Cell, DOI: dx.doi.org/10.1016/j.molcel.2015.10.008.


CRISPR-Cas systems can generally fall into two classes based on their architectures of their effector molecules, which are each further subdivided by type and subtype. The two class are Class 1 and Class 2. Class 1 CRISPR-Cas systems have effector modules composed of multiple Cas proteins, some of which form crRNA-binding complexes, while Class 2 CRISPR-Cas systems include a single, multi-domain crRNA-binding protein.


In some embodiments, the CRISPR-Cas system that can be used to modify a polynucleotide of the present invention described herein can be a Class 1 CRISPR-Cas system. In some embodiments, the CRISPR-Cas system that can be used to modify a polynucleotide of the present invention described herein can be a Class 2 CRISPR-Cas system.


Class 1 CRISPR-Cas Systems

In some embodiments, the CRISPR-Cas system that can be used to modify a polynucleotide of the present invention described herein can be a Class 1 CRISPR-Cas system. Class 1 CRISPR-Cas systems are divided into types I, II, and IV. Makarova et al. 2020. Nat. Rev. 18: 67-83, particularly as described in FIG. 1. Type I CRISPR-Cas systems are divided into 9 subtypes (I-A, I-B, I-C, I-D, I-E, I-F1, I-F2, I-F3, and IG). Makarova et al., 2020. Class 1, Type I CRISPR-Cas systems can contain a Cas3 protein that can have helicase activity. Type III CRISPR-Cas systems are divided into 6 subtypes (III-A, III-B, III-C, III-D, III-E, and III-F). Type III CRISPR-Cas systems can contain a Cas10 that can include an RNA recognition motif called Palm and a cyclase domain that can cleave polynucleotides. Makarova et al., 2020. Type IV CRISPR-Cas systems are divided into 3 subtypes. (IV-A, IV-B, and IV-C). Makarova et al., 2020. Class 1 systems also include CRISPR-Cas variants, including Type I-A, I-B, I-E, I-F and I-U variants, which can include variants carried by transposons and plasmids, including versions of subtype I-F encoded by a large family of Tn7-like transposon and smaller groups of Tn7-like transposons that encode similarly degraded subtype I-B systems. Peters et al., PNAS 114 (35) (2017); DOI: 10.1073/pnas.1709035114; see also, Makarova et al. 2018. The CRISPR Journal, v. 1, n5, FIG. 5.


The Class 1 systems typically use a multi-protein effector complex, which can, in some embodiments, include ancillary proteins, such as one or more proteins in a complex referred to as a CRISPR-associated complex for antiviral defense (Cascade), one or more adaptation proteins (e.g., Cas1, Cas2, RNA nuclease), and/or one or more accessory proteins (e.g., Cas 4, DNA nuclease), CRISPR associated Rossman fold (CARF) domain containing proteins, and/or RNA transcriptase.


The backbone of the Class 1 CRISPR-Cas system effector complexes can be formed by RNA recognition motif domain-containing protein(s) of the repeat-associated mysterious proteins (RAMPs) family subunits (e.g., Cas 5, Cas6, and/or Cas7). RAMP proteins are characterized by having one or more RNA recognition motif domains. In some embodiments, multiple copies of RAMPs can be present. In some embodiments, the Class I CRISPR-Cas system can include 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12 or more Cas5, Cas6, and/or Cas 7 proteins. In some embodiments, the Cas6 protein is an RNAse, which can be responsible for pre-crRNA processing. When present in a Class 1 CRISPR-Cas system, Cas6 can be optionally physically associated with the effector complex.


Class 1 CRISPR-Cas system effector complexes can, in some embodiments, also include a large subunit. The large subunit can be composed of or include a Cas8 and/or Cas10 protein. See, e.g., FIGS. 1 and 2. Koonin E V, Makarova K S. 2019. Phil. Trans. R. Soc. B 374: 20180087, DOI: 10.1098/rstb.2018.0087 and Makarova et al. 2020.


Class 1 CRISPR-Cas system effector complexes can, in some embodiments, include a small subunit (for example, Cas11). See, e.g., FIGS. 1 and 2. Koonin E V, Makarova K S. 2019 Origins and Evolution of CRISPR-Cas systems. Phil. Trans. R. Soc. B 374: 20180087, DOI: 10.1098/rstb.2018.0087.


In some embodiments, the Class 1 CRISPR-Cas system can be a Type I CRISPR-Cas system. In some embodiments, the Type I CRISPR-Cas system can be a subtype I-A CRISPR-Cas system. In some embodiments, the Type I CRISPR-Cas system can be a subtype I-B CRISPR-Cas system. In some embodiments, the Type I CRISPR-Cas system can be a subtype I-C CRISPR-Cas system. In some embodiments, the Type I CRISPR-Cas system can be a subtype I-D CRISPR-Cas system. In some embodiments, the Type I CRISPR-Cas system can be a subtype I-E CRISPR-Cas system. In some embodiments, the Type I CRISPR-Cas system can be a subtype I-F1 CRISPR-Cas system. In some embodiments, the Type I CRISPR-Cas system can be a subtype I-F2 CRISPR-Cas system. In some embodiments, the Type I CRISPR-Cas system can be a subtype I-F3 CRISPR-Cas system. In some embodiments, the Type I CRISPR-Cas system can be a subtype I-G CRISPR-Cas system. In some embodiments, the Type I CRISPR-Cas system can be a CRISPR Cas variant, such as a Type I-A, I-B, I-E, I-F and I-U variants, which can include variants carried by transposons and plasmids, including versions of subtype I-F encoded by a large family of Tn7-like transposon and smaller groups of Tn7-like transposons that encode similarly degraded subtype I-B systems as previously described.


In some embodiments, the Class 1 CRISPR-Cas system can be a Type III CRISPR-Cas system. In some embodiments, the Type III CRISPR-Cas system can be a subtype III-A CRISPR-Cas system. In some embodiments, the Type III CRISPR-Cas system can be a subtype III-B CRISPR-Cas system. In some embodiments, the Type III CRISPR-Cas system can be a subtype III-C CRISPR-Cas system. In some embodiments, the Type III CRISPR-Cas system can be a subtype III-D CRISPR-Cas system. In some embodiments, the Type III CRISPR-Cas system can be a subtype III-E CRISPR-Cas system. In some embodiments, the Type III CRISPR-Cas system can be a subtype III-F CRISPR-Cas system.


In some embodiments, the Class 1 CRISPR-Cas system can be a Type IV CRISPR-Cas-system. In some embodiments, the Type IV CRISPR-Cas system can be a subtype IV-A CRISPR-Cas system. In some embodiments, the Type IV CRISPR-Cas system can be a subtype IV-B CRISPR-Cas system. In some embodiments, the Type IV CRISPR-Cas system can be a subtype IV-C CRISPR-Cas system.


The effector complex of a Class 1 CRISPR-Cas system can, in some embodiments, include a Cas3 protein that is optionally fused to a Cas2 protein, a Cas4, a Cas5, a Cas6, a Cas7, a Cas8, a Cas10, a Cas11, or a combination thereof. In some embodiments, the effector complex of a Class 1 CRISPR-Cas system can have multiple copies, such as 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, or 14, of any one or more Cas proteins.


Class 2 CRISPR-Cas Systems

The compositions, systems, and methods described in greater detail elsewhere herein can be designed and adapted for use with Class 2 CRISPR-Cas systems. Thus, in some embodiments, the CRISPR-Cas system is a Class 2 CRISPR-Cas system. Class 2 systems are distinguished from Class 1 systems in that they have a single, large, multi-domain effector protein. In certain example embodiments, the Class 2 system can be a Type II, Type V, or Type VI system, which are described in Makarova et al. “Evolutionary classification of CRISPR-Cas systems: a burst of class 2 and derived variants” Nature Reviews Microbiology, 18:67-81 (February 2020), incorporated herein by reference. Each type of Class 2 system is further divided into subtypes. See Markova et al. 2020, particularly at Figure. 2. Class 2, Type II systems can be divided into 4 subtypes: II-A, II-B, II-C1, and II-C2. Class 2, Type V systems can be divided into 17 subtypes: V-A, V-B1, V-B2, V-C, V-D, V-E, V-F1, V-F1(V-U3), V-F2, V-F3, V-G, V-H, V-I, V-K (V-U5), V-U1, V-U2, and V-U4. Class 2, Type IV systems can be divided into 5 subtypes: VI-A, VI-B1, VI-B2, VI-C, and VI-D.


The distinguishing feature of these types is that their effector complexes consist of a single, large, multi-domain protein. Type V systems differ from Type II effectors (e.g., Cas9), which contain two nuclear domains that are each responsible for the cleavage of one strand of the target DNA, with the HNH nuclease inserted inside the Ruv-C like nuclease domain sequence. The Type V systems (e.g., Cas12) only contain a RuvC-like nuclease domain that cleaves both strands. Type VI (Cas13) are unrelated to the effectors of Type II and V systems and contain two HEPN domains and target RNA. Cas13 proteins also display collateral activity that is triggered by target recognition. Some Type V systems have also been found to possess this collateral activity with two single-stranded DNA in in vitro contexts.


In some embodiments, the Class 2 system is a Type II system. In some embodiments, the Type II CRISPR-Cas system is a II-A CRISPR-Cas system. In some embodiments, the Type II CRISPR-Cas system is a II-B CRISPR-Cas system. In some embodiments, the Type II CRISPR-Cas system is a II-C1 CRISPR-Cas system. In some embodiments, the Type II CRISPR-Cas system is a II-C2 CRISPR-Cas system. In some embodiments, the Type II system is a Cas9 system. In some embodiments, the Type II system includes a Cas9.


In some embodiments, the Class 2 system is a Type V system. In some embodiments, the Type V CRISPR-Cas system is a V-A CRISPR-Cas system. In some embodiments, the Type V CRISPR-Cas system is a V-B1 CRISPR-Cas system. In some embodiments, the Type V CRISPR-Cas system is a V-B2 CRISPR-Cas system. In some embodiments, the Type V CRISPR-Cas system is a V-C CRISPR-Cas system. In some embodiments, the Type V CRISPR-Cas system is a V-D CRISPR-Cas system. In some embodiments, the Type V CRISPR-Cas system is a V-E CRISPR-Cas system. In some embodiments, the Type V CRISPR-Cas system is a V-F1 CRISPR-Cas system. In some embodiments, the Type V CRISPR-Cas system is a V-F1 (V-U3) CRISPR-Cas system. In some embodiments, the Type V CRISPR-Cas system is a V-F2 CRISPR-Cas system. In some embodiments, the Type V CRISPR-Cas system is a V-F3 CRISPR-Cas system. In some embodiments, the Type V CRISPR-Cas system is a V-G CRISPR-Cas system. In some embodiments, the Type V CRISPR-Cas system is a V-H CRISPR-Cas system. In some embodiments, the Type V CRISPR-Cas system is a V-I CRISPR-Cas system. In some embodiments, the Type V CRISPR-Cas system is a V-K (V-U5) CRISPR-Cas system. In some embodiments, the Type V CRISPR-Cas system is a V-U1 CRISPR-Cas system. In some embodiments, the Type V CRISPR-Cas system is a V-U2 CRISPR-Cas system. In some embodiments, the Type V CRISPR-Cas system is a V-U4 CRISPR-Cas system. In some embodiments, the Type V CRISPR-Cas system includes a Cas12a (Cpf1), Cas12b (C2c1), Cas12c (C2c3), CasX, and/or Cas14.


In some embodiments the Class 2 system is a Type VI system. In some embodiments, the Type VI CRISPR-Cas system is a VI-A CRISPR-Cas system. In some embodiments, the Type VI CRISPR-Cas system is a VI-B1 CRISPR-Cas system. In some embodiments, the Type VI CRISPR-Cas system is a VI-B2 CRISPR-Cas system. In some embodiments, the Type VI CRISPR-Cas system is a VI-C CRISPR-Cas system. In some embodiments, the Type VI CRISPR-Cas system is a VI-D CRISPR-Cas system. In some embodiments, the Type VI CRISPR-Cas system includes a Cas13a (C2c2), Cas13b (Group 29/30), Cas13c, and/or Cas13d.


Specialized Cas-Based Systems

In some embodiments, the system is a Cas-based system that is capable of performing a specialized function or activity. For example, the Cas protein may be fused, operably coupled to, or otherwise associated with one or more functionals domains. In certain example embodiments, the Cas protein may be a catalytically dead Cas protein (“dCas”) and/or have nickase activity. A nickase is a Cas protein that cuts only one strand of a double stranded target. In such embodiments, the dCas or nickase provide a sequence specific targeting functionality that delivers the functional domain to or proximate a target sequence. Example functional domains that may be fused to, operably coupled to, or otherwise associated with a Cas protein can be or include, but are not limited to a nuclear localization signal (NLS) domain, a nuclear export signal (NES) domain, a translational activation domain, a transcriptional activation domain (e.g. VP64, p65, MyoD1, HSF1, RTA, and SET7/9), a translation initiation domain, a transcriptional repression domain (e.g., a KRAB domain, NuE domain, NcoR domain, and a SID domain such as a SID4X domain), a nuclease domain (e.g., FokI), a histone modification domain (e.g., a histone acetyltransferase), a light inducible/controllable domain, a chemically inducible/controllable domain, a transposase domain, a homologous recombination machinery domain, a recombinase domain, an integrase domain, and combinations thereof. Methods for generating catalytically dead Cas9 or a nickase Cas9 (WO 2014/204725, Ran et al. Cell. 2013 Sep. 12; 154(6):1380-1389), Cas12 (Liu et al. Nature Communications, 8, 2095 (2017), and Cas13 (WO 2019/005884, WO2019/060746) are known in the art and incorporated herein by reference.


In some embodiments, the functional domains can have one or more of the following activities: methylase activity, demethylase activity, translation activation activity, translation initiation activity, translation repression activity, transcription activation activity, transcription repression activity, transcription release factor activity, histone modification activity, nuclease activity, single-strand RNA cleavage activity, double-strand RNA cleavage activity, single-strand DNA cleavage activity, double-strand DNA cleavage activity, molecular switch activity, chemical inducibility, light inducibility, and nucleic acid binding activity. In some embodiments, the one or more functional domains may comprise epitope tags or reporters. Non-limiting examples of epitope tags include histidine (His) tags, V5 tags, FLAG tags, influenza hemagglutinin (HA) tags, Myc tags, VSV-G tags, and thioredoxin (Trx) tags. Examples of reporters include, but are not limited to, glutathione-S-transferase (GST), horseradish peroxidase (HRP), chloramphenicol acetyltransferase (CAT) beta-galactosidase, beta-glucuronidase, luciferase, green fluorescent protein (GFP), HcRed, DsRed, cyan fluorescent protein (CFP), yellow fluorescent protein (YFP), and auto-fluorescent proteins including blue fluorescent protein (BFP).


The one or more functional domain(s) may be positioned at, near, and/or in proximity to a terminus of the effector protein (e.g., a Cas protein). In embodiments having two or more functional domains, each of the two can be positioned at or near or in proximity to a terminus of the effector protein (e.g., a Cas protein). In some embodiments, such as those where the functional domain is operably coupled to the effector protein, the one or more functional domains can be tethered or linked via a suitable linker (including, but not limited to, GlySer linkers) to the effector protein (e.g., a Cas protein). When there is more than one functional domain, the functional domains can be same or different. In some embodiments, all the functional domains are the same. In some embodiments, all of the functional domains are different from each other. In some embodiments, at least two of the functional domains are different from each other. In some embodiments, at least two of the functional domains are the same as each other.


Other suitable functional domains can be found, for example, in International Patent Publication No. WO 2019/018423.


Split CRISPR-Cas Systems

In some embodiments, the CRISPR-Cas system is a split CRISPR-Cas system. See e.g., Zetche et al., 2015. Nat. Biotechnol. 33(2): 139-142 and International Patent Publication No. WO 2019/018423, the compositions and techniques of which can be used in and/or adapted for use with the present invention. Split CRISPR-Cas proteins are set forth herein and in documents incorporated herein by reference in further detail herein. In certain embodiments, each part of a split CRISPR protein are attached to a member of a specific binding pair, and when bound with each other, the members of the specific binding pair maintain the parts of the CRISPR protein in proximity. In certain embodiments, each part of a split CRISPR protein is associated with an inducible binding pair. An inducible binding pair is one which is capable of being switched “on” or “off” by a protein or small molecule that binds to both members of the inducible binding pair. In some embodiments, CRISPR proteins may preferably split between domains, leaving domains intact. In particular embodiments, said Cas split domains (e.g., RuvC and HNH domains in the case of Cas9) can be simultaneously or sequentially introduced into the cell such that said split Cas domain(s) process the target nucleic acid sequence in the algae cell. The reduced size of the split Cas compared to the wild type Cas allows other methods of delivery of the systems to the cells, such as the use of cell penetrating peptides as described herein.


DNA and RNA Base Editing

In some embodiments, a polynucleotide of the present invention described elsewhere herein can be modified using a base editing system. In some embodiments, a Cas protein is connected or fused to a nucleotide deaminase. Thus, in some embodiments the Cas-based system can be a base editing system. As used herein “base editing” refers generally to the process of polynucleotide modification via a CRISPR-Cas-based or Cas-based system that does not include excising nucleotides to make the modification. Base editing can convert base pairs at precise locations without generating excess undesired editing byproducts that can be made using traditional CRISPR-Cas systems.


In certain example embodiments, the nucleotide deaminase may be a DNA base editor used in combination with a DNA binding Cas protein such as, but not limited to, Class 2 Type II and Type V systems. Two classes of DNA base editors are generally known: cytosine base editors (CBEs) and adenine base editors (ABEs). CBEs convert a C⋅G base pair into a T⋅A base pair (Komor et al. 2016. Nature. 533:420-424; Nishida et al. 2016. Science. 353; and Li et al. Nat. Biotech. 36:324-327) and ABEs convert an A⋅T base pair to a G⋅C base pair. Collectively, CBEs and ABEs can mediate all four possible transition mutations (C to T, A to G, T to C, and G to A). Rees and Liu. 2018. Nat. Rev. Genet. 19(12): 770-788, particularly at FIGS. 1b, 2a-2c, 3a-3f, and Table 1. In some embodiments, the base editing system includes a CBE and/or an ABE. In some embodiments, a polynucleotide of the present invention described elsewhere herein can be modified using a base editing system. Rees and Liu. 2018. Nat. Rev. Gent. 19(12):770-788. Base editors also generally do not need a DNA donor template and/or rely on homology-directed repair. Komor et al. 2016. Nature. 533:420-424; Nishida et al. 2016. Science. 353; and Gaudeli et al. 2017. Nature. 551:464-471. Upon binding to a target locus in the DNA, base pairing between the guide RNA of the system and the target DNA strand leads to displacement of a small segment of ssDNA in an “R-loop”. Nishimasu et al. Cell. 156:935-949. DNA bases within the ssDNA bubble are modified by the enzyme component, such as a deaminase. In some systems, the catalytically disabled Cas protein can be a variant or modified Cas can have nickase functionality and can generate a nick in the non-edited DNA strand to induce cells to repair the non-edited strand using the edited strand as a template. Komor et al. 2016. Nature. 533:420-424; Nishida et al. 2016. Science. 353; and Gaudeli et al. 2017. Nature. 551:464-471. Base editors may be further engineered to optimize conversion of nucleotides (e.g. A:T to G:C). Richter et al. 2020. Nature Biotechnology. doi.org/10.1038/s41587-020-0453-z.


Other Example Type V base editing systems are described in International Patent Publication Nos. WO 2018/213708 and WO 2018/213726, and International Patent Application Nos. PCT/US2018/067207, PCT/US2018/067225, and PCT/US2018/067307 which are incorporated by referenced herein.


In certain example embodiments, the base editing system may be a RNA base editing system. As with DNA base editors, a nucleotide deaminase capable of converting nucleotide bases may be fused to a Cas protein. However, in these embodiments, the Cas protein will need to be capable of binding RNA. Example RNA binding Cas proteins include, but are not limited to, RNA-binding Cas9s such as Francisella novicida Cas9 (“FnCas9”), and Class 2 Type VI Cas systems. The nucleotide deaminase may be a cytidine deaminase or an adenosine deaminase, or an adenosine deaminase engineered to have cytidine deaminase activity. In certain example embodiments, the RNA based editor may be used to delete or introduce a post-translation modification site in the expressed mRNA. In contrast to DNA base editors, whose edits are permanent in the modified cell, RNA base editors can provide edits where finer temporal control may be needed, for example in modulating a particular immune response. Example Type VI RNA-base editing systems are described in Cox et al. 2017. Science 358: 1019-1027, International Patent Publication Nos. WO 2019/005884, WO 2019/005886, and WO 2019/071048, and International Patent Application Nos. PCT/US20018/05179 and PCT/US2018/067207, which are incorporated herein by reference. An example FnCas9 system that may be adapted for RNA base editing purposes is described in International Patent Publication No. WO 2016/106236, which is incorporated herein by reference.


An example method for delivery of base-editing systems, including use of a split-intein approach to divide CBE and ABE into reconstituble halves, is described in Levy et al. Nature Biomedical Engineering doi.org/10.1038/s41441-019-0505-5 (2019), which is incorporated herein by reference.


Prime Editors

In some embodiments, a polynucleotide of the present invention described elsewhere herein can be modified using a prime editing system (See e.g. Anzalone et al. 2019. Nature. 576: 149-157). Like base editing systems, prime editing systems can be capable of targeted modification of a polynucleotide without generating double stranded breaks and does not require donor templates. Further prime editing systems can be capable of all 12 possible combination swaps. Prime editing can operate via a “search-and-replace” methodology and can mediate targeted insertions, deletions, all 12 possible base-to-base conversion, and combinations thereof. Generally, a prime editing system, as exemplified by PE1, PE2, and PE3 (Id.), can include a reverse transcriptase fused or otherwise coupled or associated with an RNA-programmable nickase, and a prime-editing extended guide RNA (pegRNA) to facility direct copying of genetic information from the extension on the pegRNA into the target polynucleotide. Embodiments that can be used with the present invention include these and variants thereof. Prime editing can have the advantage of lower off-target activity than traditional CRIPSR-Cas systems along with few byproducts and greater or similar efficiency as compared to traditional CRISPR-Cas systems.


In some embodiments, the prime editing guide molecule can specify both the target polynucleotide information (e.g. sequence) and contain a new polynucleotide cargo that replaces target polynucleotides. To initiate transfer from the guide molecule to the target polynucleotide, the PE system can nick the target polynucleotide at a target side to expose a 3′hydroxyl group, which can prime reverse transcription of an edit-encoding extension region of the guide molecule (e.g. a prime editing guide molecule or peg guide molecule) directly into the target site in the target polynucleotide. See e.g. Anzalone et al. 2019. Nature. 576: 149-157, particularly at FIGS. 1b, 1c, related discussion, and Supplementary discussion.


In some embodiments, a prime editing system can be composed of a Cas polypeptide having nickase activity, a reverse transcriptase, and a guide molecule. The Cas polypeptide can lack nuclease activity. The guide molecule can include a target binding sequence as well as a primer binding sequence and a template containing the edited polynucleotide sequence. The guide molecule, Cas polypeptide, and/or reverse transcriptase can be coupled together or otherwise associate with each other to form an effector complex and edit a target sequence. In some embodiments, the Cas polypeptide is a Class 2, Type V Cas polypeptide. In some embodiments, the Cas polypeptide is a Cas9 polypeptide (e.g. is a Cas9 nickase). In some embodiments, the Cas polypeptide is fused to the reverse transcriptase. In some embodiments, the Cas polypeptide is linked to the reverse transcriptase.


In some embodiments, the prime editing system can be a PE1 system or variant thereof, a PE2 system or variant thereof, or a PE3 (e.g. PE3, PE3b) system. See e.g., Anzalone et al. 2019. Nature. 576: 149-157, particularly at pgs. 2-3, FIGS. 2a, 3a-3f, 4a-4b, Extended data FIGS. 3a-3b, 4,


The peg guide molecule can be about 10 to about 200 or more nucleotides in length, such as 10 to/or 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, or 200 or more nucleotides in length. Optimization of the peg guide molecule can be accomplished as described in Anzalone et al. 2019. Nature. 576: 149-157, particularly at pg. 3, FIG. 2a-2b, and Extended Data FIGS. 5a-c.


CRISPR Associated Transposase (CAST) Systems

In some embodiments, a polynucleotide of the present invention described elsewhere herein can be modified using a CRISPR Associated Transposase (“CAST”) system. CAST system can include a Cas protein that is catalytically inactive, or engineered to be catalytically active, and further comprises a transposase (or subunits thereof) that catalyze RNA-guided DNA transposition. Such systems are able to insert DNA sequences at a target site in a DNA molecule without relying on host cell repair machinery. CAST systems can be Class1 or Class 2 CAST systems. An example Class 1 system is described in Klompe et al. Nature, doi:10.1038/s41586-019-1323, which is in incorporated herein by reference. An example Class 2 system is described in Strecker et al. Science. 10/1126/science. aax9181 (2019), and PCT/US2019/066835 which are incorporated herein by reference.


Guide Molecules

The CRISPR-Cas or Cas-Based system described herein can, in some embodiments, include one or more guide molecules. The terms guide molecule, guide sequence and guide polynucleotide, refer to polynucleotides capable of guiding Cas to a target genomic locus and are used interchangeably as in foregoing cited documents such as International Patent Publication No. WO 2014/093622 (PCT/US2013/074667). In general, a guide sequence is any polynucleotide sequence having sufficient complementarity with a target polynucleotide sequence to hybridize with the target sequence and direct sequence-specific binding of a CRISPR complex to the target sequence. The guide molecule can be a polynucleotide.


The ability of a guide sequence (within a nucleic acid-targeting guide RNA) to direct sequence-specific binding of a nucleic acid-targeting complex to a target nucleic acid sequence may be assessed by any suitable assay. For example, the components of a nucleic acid-targeting CRISPR system sufficient to form a nucleic acid-targeting complex, including the guide sequence to be tested, may be provided to a host cell having the corresponding target nucleic acid sequence, such as by transfection with vectors encoding the components of the nucleic acid-targeting complex, followed by an assessment of preferential targeting (e.g., cleavage) within the target nucleic acid sequence, such as by Surveyor assay (Qui et al. 2004. BioTechniques. 36(4)702-707). Similarly, cleavage of a target nucleic acid sequence may be evaluated in a test tube by providing the target nucleic acid sequence, components of a nucleic acid-targeting complex, including the guide sequence to be tested and a control guide sequence different from the test guide sequence, and comparing binding or rate of cleavage at the target sequence between the test and control guide sequence reactions. Other assays are possible and will occur to those skilled in the art.


In some embodiments, the guide molecule is an RNA. The guide molecule(s) (also referred to interchangeably herein as guide polynucleotide and guide sequence) that are included in the CRISPR-Cas or Cas based system can be any polynucleotide sequence having sufficient complementarity with a target nucleic acid sequence to hybridize with the target nucleic acid sequence and direct sequence-specific binding of a nucleic acid-targeting complex to the target nucleic acid sequence. In some embodiments, the degree of complementarity, when optimally aligned using a suitable alignment algorithm, can be about or more than about 50%, 60%, 75%, 80%, 85%, 90%, 95%, 97.5%, 99%, or more. Optimal alignment may be determined with the use of any suitable algorithm for aligning sequences, non-limiting examples of which include the Smith-Waterman algorithm, the Needleman-Wunsch algorithm, algorithms based on the Burrows-Wheeler Transform (e.g., the Burrows Wheeler Aligner), ClustalW, Clustal X, BLAT, Novoalign (Novocraft Technologies; available at www.novocraft.com), ELAND (Illumina, San Diego, Calif.), SOAP (available at soap.genomics.org.cn), and Maq (available at maq.sourceforge.net).


A guide sequence, and hence a nucleic acid-targeting guide may be selected to target any target nucleic acid sequence. The target sequence may be DNA. The target sequence may be any RNA sequence. In some embodiments, the target sequence may be a sequence within an RNA molecule selected from the group consisting of messenger RNA (mRNA), pre-mRNA, ribosomal RNA (rRNA), transfer RNA (tRNA), micro-RNA (miRNA), small interfering RNA (siRNA), small nuclear RNA (snRNA), small nucleolar RNA (snoRNA), double stranded RNA (dsRNA), non-coding RNA (ncRNA), long non-coding RNA (lncRNA), and small cytoplasmatic RNA (scRNA). In some preferred embodiments, the target sequence may be a sequence within an RNA molecule selected from the group consisting of mRNA, pre-mRNA, and rRNA. In some preferred embodiments, the target sequence may be a sequence within an RNA molecule selected from the group consisting of ncRNA, and lncRNA. In some more preferred embodiments, the target sequence may be a sequence within an mRNA molecule or a pre-mRNA molecule.


In some embodiments, a nucleic acid-targeting guide is selected to reduce the degree secondary structure within the nucleic acid-targeting guide. In some embodiments, about or less than about 75%, 50%, 40%, 30%, 25%, 20%, 15%, 10%, 5%, 1%, or fewer of the nucleotides of the nucleic acid-targeting guide participate in self-complementary base pairing when optimally folded. Optimal folding may be determined by any suitable polynucleotide folding algorithm. Some programs are based on calculating the minimal Gibbs free energy. An example of one such algorithm is mFold, as described by Zuker and Stiegler (Nucleic Acids Res. 9 (1981), 133-148). Another example folding algorithm is the online webserver RNAfold, developed at Institute for Theoretical Chemistry at the University of Vienna, using the centroid structure prediction algorithm (see e.g., A. R. Gruber et al., 2008, Cell 106(1): 23-24; and PA Carr and GM Church, 2009, Nature Biotechnology 27(12): 1151-62).


In certain embodiments, a guide RNA or crRNA may comprise, consist essentially of, or consist of a direct repeat (DR) sequence and a guide sequence or spacer sequence. In certain embodiments, the guide RNA or crRNA may comprise, consist essentially of, or consist of a direct repeat sequence fused or linked to a guide sequence or spacer sequence. In certain embodiments, the direct repeat sequence may be located upstream (i.e., 5′) from the guide sequence or spacer sequence. In other embodiments, the direct repeat sequence may be located downstream (i.e., 3′) from the guide sequence or spacer sequence.


In certain embodiments, the crRNA comprises a stem loop, preferably a single stem loop. In certain embodiments, the direct repeat sequence forms a stem loop, preferably a single stem loop.


In certain embodiments, the spacer length of the guide RNA is from 15 to 35 nt. In certain embodiments, the spacer length of the guide RNA is at least 15 nucleotides. In certain embodiments, the spacer length is from 15 to 17 nt, e.g., 15, 16, or 17 nt, from 17 to 20 nt, e.g., 17, 18, 19, or 20 nt, from 20 to 24 nt, e.g., 20, 21, 22, 23, or 24 nt, from 23 to 25 nt, e.g., 23, 24, or 25 nt, from 24 to 27 nt, e.g., 24, 25, 26, or 27 nt, from 27 to 30 nt, e.g., 27, 28, 29, or 30 nt, from 30 to 35 nt, e.g., 30, 31, 32, 33, 34, or 35 nt, or 35 nt or longer.


The “tracrRNA” sequence or analogous terms includes any polynucleotide sequence that has sufficient complementarity with a crRNA sequence to hybridize. In some embodiments, the degree of complementarity between the tracrRNA sequence and crRNA sequence along the length of the shorter of the two when optimally aligned is about or more than about 25%, 30%, 40%, 50%, 60%, 70%, 80%, 90%, 95%, 97.5%, 99%, or higher. In some embodiments, the tracr sequence is about or more than about 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 25, 30, 40, 50, or more nucleotides in length. In some embodiments, the tracr sequence and crRNA sequence are contained within a single transcript, such that hybridization between the two produces a transcript having a secondary structure, such as a hairpin.


In general, degree of complementarity is with reference to the optimal alignment of the sca sequence and tracr sequence, along the length of the shorter of the two sequences. Optimal alignment may be determined by any suitable alignment algorithm, and may further account for secondary structures, such as self-complementarity within either the sca sequence or tracr sequence. In some embodiments, the degree of complementarity between the tracr sequence and sca sequence along the length of the shorter of the two when optimally aligned is about or more than about 25%, 30%, 40%, 50%, 60%, 70%, 80%, 90%, 95%, 97.5%, 99%, or higher.


In some embodiments, the degree of complementarity between a guide sequence and its corresponding target sequence can be about or more than about 50%, 60%, 75%, 80%, 85%, 90%, 95%, 97.5%, 99%, or 100%; a guide or RNA or sgRNA can be about or more than about 5, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 35, 40, 45, 50, 75, or more nucleotides in length; or guide or RNA or sgRNA can be less than about 75, 50, 45, 40, 35, 30, 25, 20, 15, 12, or fewer nucleotides in length; and tracr RNA can be 30 or 50 nucleotides in length. In some embodiments, the degree of complementarity between a guide sequence and its corresponding target sequence is greater than 94.5% or 95% or 95.5% or 96% or 96.5% or 97% or 97.5% or 98% or 98.5% or 99% or 99.5% or 99.9%, or 100%. Off target is less than 100% or 99.9% or 99.5% or 99% or 99% or 98.5% or 98% or 97.5% or 97% or 96.5% or 96% or 95.5% or 95% or 94.5% or 94% or 93% or 92% or 91% or 90% or 89% or 88% or 87% or 86% or 85% or 84% or 83% or 82% or 81% or 80% complementarity between the sequence and the guide, with it advantageous that off target is 100% or 99.9% or 99.5% or 99% or 99% or 98.5% or 98% or 97.5% or 97% or 96.5% or 96% or 95.5% or 95% or 94.5% complementarity between the sequence and the guide.


In some embodiments according to the invention, the guide RNA (capable of guiding Cas to a target locus) may comprise (1) a guide sequence capable of hybridizing to a genomic target locus in the eukaryotic cell; (2) a tracr sequence; and (3) a tracr mate sequence. All (1) to (3) may reside in a single RNA, i.e., an sgRNA (arranged in a 5′ to 3′ orientation), or the tracr RNA may be a different RNA than the RNA containing the guide and tracr sequence. The tracr hybridizes to the tracr mate sequence and directs the CRISPR/Cas complex to the target sequence. Where the tracr RNA is on a different RNA than the RNA containing the guide and tracr sequence, the length of each RNA may be optimized to be shortened from their respective native lengths, and each may be independently chemically modified to protect from degradation by cellular RNase or otherwise increase stability.


Many modifications to guide sequences are known in the art and are further contemplated within the context of this invention. Various modifications may be used to increase the specificity of binding to the target sequence and/or increase the activity of the Cas protein and/or reduce off-target effects. Example guide sequence modifications are described in PCT US2019/045582, specifically paragraphs [0178]-[0333]. which is incorporated herein by reference.


Target Sequences, PAMs, and PFSs
Target Sequences

In the context of formation of a CRISPR complex, “target sequence” refers to a sequence to which a guide sequence is designed to have complementarity, where hybridization between a target sequence and a guide sequence promotes the formation of a CRISPR complex. A target sequence may comprise RNA polynucleotides. The term “target RNA” refers to an RNA polynucleotide being or comprising the target sequence. In other words, the target polynucleotide can be a polynucleotide or a part of a polynucleotide to which a part of the guide sequence is designed to have complementarity with and to which the effector function mediated by the complex comprising the CRISPR effector protein and a guide molecule is to be directed. In some embodiments, a target sequence is located in the nucleus or cytoplasm of a cell.


The guide sequence can specifically bind a target sequence in a target polynucleotide. The target polynucleotide may be DNA. The target polynucleotide may be RNA. The target polynucleotide can have one or more (e.g., 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, etc. or more) target sequences. The target polynucleotide can be on a vector. The target polynucleotide can be genomic DNA. The target polynucleotide can be episomal. Other forms of the target polynucleotide are described elsewhere herein.


The target sequence may be DNA. The target sequence may be any RNA sequence. In some embodiments, the target sequence may be a sequence within an RNA molecule selected from the group consisting of messenger RNA (mRNA), pre-mRNA, ribosomal RNA (rRNA), transfer RNA (tRNA), micro-RNA (miRNA), small interfering RNA (siRNA), small nuclear RNA (snRNA), small nucleolar RNA (snoRNA), double stranded RNA (dsRNA), non-coding RNA (ncRNA), long non-coding RNA (lncRNA), and small cytoplasmatic RNA (scRNA). In some preferred embodiments, the target sequence (also referred to herein as a target polynucleotide) may be a sequence within an RNA molecule selected from the group consisting of mRNA, pre-mRNA, and rRNA. In some preferred embodiments, the target sequence may be a sequence within an RNA molecule selected from the group consisting of ncRNA, and lncRNA. In some more preferred embodiments, the target sequence may be a sequence within an mRNA molecule or a pre-mRNA molecule.


PAM and PFS Elements

PAM elements are sequences that can be recognized and bound by Cas proteins. Cas proteins/effector complexes can then unwind the dsDNA at a position adjacent to the PAM element. It will be appreciated that Cas proteins and systems that include them that target RNA do not require PAM sequences (Marraffini et al. 2010. Nature. 463:568-571). Instead, many rely on PFSs, which are discussed elsewhere herein. In certain embodiments, the target sequence should be associated with a PAM (protospacer adjacent motif) or PFS (protospacer flanking sequence or site), that is, a short sequence recognized by the CRISPR complex. Depending on the nature of the CRISPR-Cas protein, the target sequence should be selected, such that its complementary sequence in the DNA duplex (also referred to herein as the non-target sequence) is upstream or downstream of the PAM. In the embodiments, the complementary sequence of the target sequence is downstream or 3′ of the PAM or upstream or 5′ of the PAM. The precise sequence and length requirements for the PAM differ depending on the Cas protein used, but PAMs are typically 2-5 base pair sequences adjacent the protospacer (that is, the target sequence). Examples of the natural PAM sequences for different Cas proteins are provided herein below and the skilled person will be able to identify further PAM sequences for use with a given Cas protein.


The ability to recognize different PAM sequences depends on the Cas polypeptide(s) included in the system. See e.g., Gleditzsch et al. 2019. RNA Biology. 16(4):504-517. Table 3 below shows several Cas polypeptides and the PAM sequence they recognize.









TABLE 3 







Example PAM Sequences








Cas Protein
PAM Sequence





SpCas9
NGG/NRG





SaCas9
NGRRT or NGRRN





NmeCas9
NNNNGATT





CjCas9
NNNNRYAC





StCas9
NNAGAAW





Cas12a (Cpf1) (including
TTTV


LbCpf1 and AsCpf1)






Cas12b (C2c1)
TTT, TTA, and TTC





Cas12c (C2c3)
TA





Cas12d (CasY)
TA





Cas12e (CasX)
5′-TTCN-3′









In a preferred embodiment, the CRISPR effector protein may recognize a 3′ PAM. In certain embodiments, the CRISPR effector protein may recognize a 3′ PAM which is 5′H, wherein His A, C or U.


Further, engineering of the PAM Interacting (PI) domain on the Cas protein may allow programing of PAM specificity, improve target site recognition fidelity, and increase the versatility of the CRISPR-Cas protein, for example as described for Cas9 in Kleinstiver B P et al. Engineered CRISPR-Cas9 nucleases with altered PAM specificities. Nature. 2015 Jul. 23; 523(7561):481-5. doi: 10.1038/nature14592. As further detailed herein, the skilled person will understand that Cas13 proteins may be modified analogously. Gao et al, “Engineered Cpf1 Enzymes with Altered PAM Specificities,” bioRxiv 091611; doi: http://dx.doi.org/10.1101/091611 (Dec. 4, 2016). Doench et al. created a pool of sgRNAs, tiling across all possible target sites of a panel of six endogenous mouse and three endogenous human genes and quantitatively assessed their ability to produce null alleles of their target gene by antibody staining and flow cytometry. The authors showed that optimization of the PAM improved activity and also provided an on-line tool for designing sgRNAs.


PAM sequences can be identified in a polynucleotide using an appropriate design tool, which are commercially available as well as online. Such freely available tools include, but are not limited to, CRISPRFinder and CRISPRTarget. Mojica et al. 2009. Microbiol. 155(Pt. 3):733-740; Atschul et al. 1990. J. Mol. Biol. 215:403-410; Biswass et al. 2013 RNA Biol. 10:817-827; and Grissa et al. 2007. Nucleic Acid Res. 35:W52-57. Experimental approaches to PAM identification can include, but are not limited to, plasmid depletion assays (Jiang et al. 2013. Nat. Biotechnol. 31:233-239; Esvelt et al. 2013. Nat. Methods. 10:1116-1121; Kleinstiver et al. 2015. Nature. 523:481-485), screened by a high-throughput in vivo model called PAM-SCNAR (Pattanayak et al. 2013. Nat. Biotechnol. 31:839-843 and Leenay et al. 2016. Mol. Cell. 16:253), and negative screening (Zetsche et al. 2015. Cell. 163:759-771).


As previously mentioned, CRISPR-Cas systems that target RNA do not typically rely on PAM sequences. Instead such systems typically recognize protospacer flanking sites (PFSs) instead of PAMs Thus, Type VI CRISPR-Cas systems typically recognize protospacer flanking sites (PFSs) instead of PAMs. PFSs represents an analogue to PAMs for RNA targets. Type VI CRISPR-Cas systems employ a Cas13. Some Cas13 proteins analyzed to date, such as Cas13a (C2c2) identified from Leptotrichia shahii (LShCAsl3a) have a specific discrimination against G at the 3′end of the target RNA. The presence of a C at the corresponding crRNA repeat site can indicate that nucleotide pairing at this position is rejected. However, some Cas13 proteins (e.g., LwaCAsl3a and PspCas13b) do not seem to have a PFS preference. See e.g., Gleditzsch et al. 2019. RNA Biology. 16(4):504-517.


Some Type VI proteins, such as subtype B, have 5′-recognition of D (G, T, A) and a 3′-motif requirement of NAN or NNA. One example is the Cas13b protein identified in Bergeyella zoohelcum (BzCas13b). See e.g., Gleditzsch et al. 2019. RNA Biology. 16(4):504-517.


Overall Type VI CRISPR-Cas systems appear to have less restrictive rules for substrate (e.g., target sequence) recognition than those that target DNA (e.g., Type V and type II).


Zinc Finger Nucleases

In some embodiments, the polynucleotide is modified using a Zinc Finger nuclease or system thereof. One type of programmable DNA-binding domain is provided by artificial zinc-finger (ZF) technology, which involves arrays of ZF modules to target new DNA-binding sites in the genome. Each finger module in a ZF array targets three DNA bases. A customized array of individual zinc finger domains is assembled into a ZF protein (ZFP).


ZFPs can comprise a functional domain. The first synthetic zinc finger nucleases (ZFNs) were developed by fusing a ZF protein to the catalytic domain of the Type IIS restriction enzyme FokI. (Kim, Y. G. et al., 1994, Chimeric restriction endonuclease, Proc. Natl. Acad. Sci. U.S.A. 91, 883-887; Kim, Y. G. et al., 1996, Hybrid restriction enzymes: zinc finger fusions to Fok I cleavage domain. Proc. Natl. Acad. Sci. U.S.A. 93, 1156-1160). Increased cleavage specificity can be attained with decreased off target activity by use of paired ZFN heterodimers, each targeting different nucleotide sequences separated by a short spacer. (Doyon, Y. et al., 2011, Enhancing zinc-finger-nuclease activity with improved obligate heterodimeric architectures. Nat. Methods 8, 74-79). ZFPs can also be designed as transcription activators and repressors and have been used to target many genes in a wide variety of organisms. Exemplary methods of genome editing using ZFNs can be found for example in U.S. Pat. Nos. 6,534,261, 6,607,882, 6,746,838, 6,794,136, 6,824,978, 6,866,997, 6,933,113, 6,979,539, 7,013,219, 7,030,215, 7,220,719, 7,241,573, 7,241,574, 7,585,849, 7,595,376, 6,903,185, and 6,479,626, all of which are specifically incorporated by reference.


TALE Nucleases

In some embodiments, a TALE nuclease or TALE nuclease system can be used to modify a polynucleotide. In some embodiments, the methods provided herein use isolated, non-naturally occurring, recombinant or engineered DNA binding proteins that comprise TALE monomers or TALE monomers or half monomers as a part of their organizational structure that enable the targeting of nucleic acid sequences with improved efficiency and expanded specificity.


Naturally occurring TALEs or “wild type TALEs” are nucleic acid binding proteins secreted by numerous species of proteobacteria. TALE polypeptides contain a nucleic acid binding domain composed of tandem repeats of highly conserved monomer polypeptides that are predominantly 33, 34 or 35 amino acids in length and that differ from each other mainly in amino acid positions 12 and 13. In advantageous embodiments the nucleic acid is DNA. As used herein, the term “polypeptide monomers”, “TALE monomers” or “monomers” will be used to refer to the highly conserved repetitive polypeptide sequences within the TALE nucleic acid binding domain and the term “repeat variable di-residues” or “RVD” will be used to refer to the highly variable amino acids at positions 12 and 13 of the polypeptide monomers. As provided throughout the disclosure, the amino acid residues of the RVD are depicted using the IUPAC single letter code for amino acids. A general representation of a TALE monomer which is comprised within the DNA binding domain is X1-11-(X12X13)-X14-33 or 34 or 35, where the subscript indicates the amino acid position and X represents any amino acid. X12X13 indicate the RVDs. In some polypeptide monomers, the variable amino acid at position 13 is missing or absent and in such monomers, the RVD consists of a single amino acid. In such cases the RVD may be alternatively represented as X*, where X represents X12 and (*) indicates that X13 is absent. The DNA binding domain comprises several repeats of TALE monomers and this may be represented as (X1-11-(X12X13)-X14-33 or 34 or 35)z, where in an advantageous embodiment, z is at least 5 to 40. In a further advantageous embodiment, z is at least 10 to 26.


The TALE monomers can have a nucleotide binding affinity that is determined by the identity of the amino acids in its RVD. For example, polypeptide monomers with an RVD of NI can preferentially bind to adenine (A), monomers with an RVD of NG can preferentially bind to thymine (T), monomers with an RVD of HD can preferentially bind to cytosine (C) and monomers with an RVD of NN can preferentially bind to both adenine (A) and guanine (G). In some embodiments, monomers with an RVD of IG can preferentially bind to T. Thus, the number and order of the polypeptide monomer repeats in the nucleic acid binding domain of a TALE determines its nucleic acid target specificity. In some embodiments, monomers with an RVD of NS can recognize all four base pairs and can bind to A, T, G or C. The structure and function of TALEs is further described in, for example, Moscou et al., Science 326:1501 (2009); Boch et al., Science 326:1509-1512 (2009); and Zhang et al., Nature Biotechnology 29:149-153 (2011).


The polypeptides used in methods of the invention can be isolated, non-naturally occurring, recombinant or engineered nucleic acid-binding proteins that have nucleic acid or DNA binding regions containing polypeptide monomer repeats that are designed to target specific nucleic acid sequences.


As described herein, polypeptide monomers having an RVD of HN or NH preferentially bind to guanine and thereby allow the generation of TALE polypeptides with high binding specificity for guanine containing target nucleic acid sequences. In some embodiments, polypeptide monomers having RVDs RN, NN, NK, SN, NH, KN, HN, NQ, HH, RG, KH, RH and SS can preferentially bind to guanine. In some embodiments, polypeptide monomers having RVDs RN, NK, NQ, HH, KH, RH, SS and SN can preferentially bind to guanine and can thus allow the generation of TALE polypeptides with high binding specificity for guanine containing target nucleic acid sequences. In some embodiments, polypeptide monomers having RVDs HH, KH, NH, NK, NQ, RH, RN and SS can preferentially bind to guanine and thereby allow the generation of TALE polypeptides with high binding specificity for guanine containing target nucleic acid sequences. In some embodiments, the RVDs that have high binding specificity for guanine are RN, NH RH and KH. Furthermore, polypeptide monomers having an RVD of NV can preferentially bind to adenine and guanine. In some embodiments, monomers having RVDs of H*, HA, KA, N*, NA, NC, NS, RA, and S* bind to adenine, guanine, cytosine and thymine with comparable affinity.


The predetermined N-terminal to C-terminal order of the one or more polypeptide monomers of the nucleic acid or DNA binding domain determines the corresponding predetermined target nucleic acid sequence to which the polypeptides of the invention will bind. As used herein the monomers and at least one or more half monomers are “specifically ordered to target” the genomic locus or gene of interest. In plant genomes, the natural TALE-binding sites always begin with a thymine (T), which may be specified by a cryptic signal within the non-repetitive N-terminus of the TALE polypeptide; in some cases, this region may be referred to as repeat 0. In animal genomes, TALE binding sites do not necessarily have to begin with a thymine (T) and polypeptides of the invention may target DNA sequences that begin with T, A, G or C. The tandem repeat of TALE monomers always ends with a half-length repeat or a stretch of sequence that may share identity with only the first 20 amino acids of a repetitive full-length TALE monomer and this half repeat may be referred to as a half-monomer. Therefore, it follows that the length of the nucleic acid or DNA being targeted is equal to the number of full monomers plus two.


As described in Zhang et al., Nature Biotechnology 29:149-153 (2011), TALE polypeptide binding efficiency may be increased by including amino acid sequences from the “capping regions” that are directly N-terminal or C-terminal of the DNA binding region of naturally occurring TALEs into the engineered TALEs at positions N-terminal or C-terminal of the engineered TALE DNA binding region. Thus, in certain embodiments, the TALE polypeptides described herein further comprise an N-terminal capping region and/or a C-terminal capping region.


An exemplary amino acid sequence of a N-terminal capping region is:









M D P I R S R T P S P A R E L L S G P Q P D G V Q





P T A D R G V S P P A G G P L D G L P A R R T M S





R T R L P S P P A P S P A F S A D S F S D L L R Q





F D P S L F N T S L F D S L P P F G A H H T E A A





T G E W D E V Q S G L R A A D A P P P T M R V A V





T A A R P P R A K P A P R R R A A Q P S D A S P A





A Q V D L R T L G Y S Q Q Q Q E K I K P K V R S T





V A Q H H E A L V G H G F T H A H I V A L S Q H P





A A L G T V A V K Y Q D






An exemplary amino acid sequence of a C-terminal capping region is:









(SEQ ID NO: 2)


R P A L E S I V A Q L S R P D P A L A A L T N D H





L V A L A C L G G R P A L D A V K K G L P H A P A





L I K R T N R R I P E R T S H R V A D H A Q V V R





V L G F F Q C H S H P A Q A F D D A M T Q F G M S





R H G L L Q L F R R V G V T E L E A R S G T L P P





A S Q R W D R I L Q A S G M K R A K P S P T S T Q





T P D Q A S L H A F A D S L E R D L D A P S P M H





E G D Q T R A S






As used herein the predetermined “N-terminus” to “C terminus” orientation of the N-terminal capping region, the DNA binding domain comprising the repeat TALE monomers and the C-terminal capping region provide structural basis for the organization of different domains in the d-TALEs or polypeptides of the invention.


The entire N-terminal and/or C-terminal capping regions are not necessary to enhance the binding activity of the DNA binding region. Therefore, in certain embodiments, fragments of the N-terminal and/or C-terminal capping regions are included in the TALE polypeptides described herein.


In certain embodiments, the TALE polypeptides described herein contain a N-terminal capping region fragment that included at least 10, 20, 30, 40, 50, 54, 60, 70, 80, 87, 90, 94, 100, 102, 110, 117, 120, 130, 140, 147, 150, 160, 170, 180, 190, 200, 210, 220, 230, 240, 250, 260 or 270 amino acids of an N-terminal capping region. In certain embodiments, the N-terminal capping region fragment amino acids are of the C-terminus (the DNA-binding region proximal end) of an N-terminal capping region. As described in Zhang et al., Nature Biotechnology 29:149-153 (2011), N-terminal capping region fragments that include the C-terminal 240 amino acids enhance binding activity equal to the full length capping region, while fragments that include the C-terminal 147 amino acids retain greater than 80% of the efficacy of the full length capping region, and fragments that include the C-terminal 117 amino acids retain greater than 50% of the activity of the full-length capping region.


In some embodiments, the TALE polypeptides described herein contain a C-terminal capping region fragment that included at least 6, 10, 20, 30, 37, 40, 50, 60, 68, 70, 80, 90, 100, 110, 120, 127, 130, 140, 150, 155, 160, 170, 180 amino acids of a C-terminal capping region. In certain embodiments, the C-terminal capping region fragment amino acids are of the N-terminus (the DNA-binding region proximal end) of a C-terminal capping region. As described in Zhang et al., Nature Biotechnology 29:149-153 (2011), C-terminal capping region fragments that include the C-terminal 68 amino acids enhance binding activity equal to the full-length capping region, while fragments that include the C-terminal 20 amino acids retain greater than 50% of the efficacy of the full-length capping region.


In certain embodiments, the capping regions of the TALE polypeptides described herein do not need to have identical sequences to the capping region sequences provided herein. Thus, in some embodiments, the capping region of the TALE polypeptides described herein have sequences that are at least 50%, 60%, 70%, 80%, 85%, 90%, 91%, 92%, 93%, 94%, 95%, 96%, 97%, 98% or 99% identical or share identity to the capping region amino acid sequences provided herein. Sequence identity is related to sequence homology. Homology comparisons may be conducted by eye, or more usually, with the aid of readily available sequence comparison programs. These commercially available computer programs may calculate percent (%) homology between two or more sequences and may also calculate the sequence identity shared by two or more amino acid or nucleic acid sequences. In some preferred embodiments, the capping region of the TALE polypeptides described herein have sequences that are at least 95% identical or share identity to the capping region amino acid sequences provided herein.


Sequence homologies can be generated by any of a number of computer programs known in the art, which include but are not limited to BLAST or FASTA. Suitable computer programs for carrying out alignments like the GCG Wisconsin Bestfit package may also be used. Once the software has produced an optimal alignment, it is possible to calculate % homology, preferably % sequence identity. The software typically does this as part of the sequence comparison and generates a numerical result.


In some embodiments described herein, the TALE polypeptides of the invention include a nucleic acid binding domain linked to the one or more effector domains. The terms “effector domain” or “regulatory and functional domain” refer to a polypeptide sequence that has an activity other than binding to the nucleic acid sequence recognized by the nucleic acid binding domain. By combining a nucleic acid binding domain with one or more effector domains, the polypeptides of the invention may be used to target the one or more functions or activities mediated by the effector domain to a particular target DNA sequence to which the nucleic acid binding domain specifically binds.


In some embodiments of the TALE polypeptides described herein, the activity mediated by the effector domain is a biological activity. For example, in some embodiments the effector domain is a transcriptional inhibitor (i.e., a repressor domain), such as an mSin interaction domain (SID). SID4X domain or a Kruppel-associated box (KRAB) or fragments of the KRAB domain. In some embodiments the effector domain is an enhancer of transcription (i.e. an activation domain), such as the VP16, VP64 or p65 activation domain. In some embodiments, the nucleic acid binding is linked, for example, with an effector domain that includes but is not limited to a transposase, integrase, recombinase, resolvase, invertase, protease, DNA methyltransferase, DNA demethylase, histone acetylase, histone deacetylase, nuclease, transcriptional repressor, transcriptional activator, transcription factor recruiting, protein nuclear-localization signal or cellular uptake signal.


In some embodiments, the effector domain is a protein domain which exhibits activities which include but are not limited to transposase activity, integrase activity, recombinase activity, resolvase activity, invertase activity, protease activity, DNA methyltransferase activity, DNA demethylase activity, histone acetylase activity, histone deacetylase activity, nuclease activity, nuclear-localization signaling activity, transcriptional repressor activity, transcriptional activator activity, transcription factor recruiting activity, or cellular uptake signaling activity. Other preferred embodiments of the invention may include any combination of the activities described herein.


Meganucleases

In some embodiments, a meganuclease or system thereof can be used to modify a polynucleotide. Meganucleases, which are endodeoxyribonucleases characterized by a large recognition site (double-stranded DNA sequences of 12 to 40 base pairs). Exemplary methods for using meganucleases can be found in U.S. Pat. Nos. 8,163,514, 8,133,697, 8,021,867, 8,119,361, 8,119,381, 8,124,369, and 8,129,134, which are specifically incorporated herein by reference.


Sequences Related to Nucleus Targeting and Transportation

In some embodiments, one or more components (e.g., the Cas protein and/or deaminase, Zn Finger protein, TALE, or meganuclease) in the composition for engineering cells may comprise one or more sequences related to nucleus targeting and transportation. Such sequence may facilitate the one or more components in the composition for targeting a sequence within a cell. In order to improve targeting of the CRISPR-Cas protein and/or the nucleotide deaminase protein or catalytic domain thereof used in the methods of the present disclosure to the nucleus, it may be advantageous to provide one or both of these components with one or more nuclear localization sequences (NLSs).


In some embodiments, the NLSs used in the context of the present disclosure are heterologous to the proteins. Non-limiting examples of NLSs include an NLS sequence derived from: the NLS of the SV40 virus large T-antigen, having the amino acid sequence PKKKRKV (SEQ ID NO:3) or PKKKRKVEAS (SEQ ID NO:4); the NLS from nucleoplasmin (e.g., the nucleoplasmin bipartite NLS with the sequence KRPAATKKAGQAKKKK (SEQ ID NO:5)); the c-myc NLS having the amino acid sequence PAAKRVKLD (SEQ ID NO:6) or RQRRNELKRSP (SEQ ID NO:7); the hRNPA1 M9 NLS having the sequence NQSSNFGPMKGGNFGGRSSGPYGGGGQYFAKPRNQGGY (SEQ ID NO:8); the sequence RMRIZFKNKGKDTAELRRRRVEVSVELRKAKKDEQILKRRNV (SEQ ID NO:9) of the IBB domain from importin-alpha; the sequences VSRKRPRP (SEQ ID NO:10) and PPKKARED (SEQ ID NO:11) of the myoma T protein; the sequence PQPKKKPL (SEQ ID NO:12) of human p53; the sequence SALIKKKKKMAP (SEQ ID NO:13) of mouse c-abl IV; the sequences DRLRR (SEQ ID NO:14) and PKQKKRK (SEQ ID NO:15) of the influenza virus NS1; the sequence RKLKKKIKKL (SEQ ID NO:16) of the Hepatitis virus delta antigen; the sequence REKKKFLKRR (SEQ ID NO:17) of the mouse Mx1 protein; the sequence KRKGDEVDGVDEVAKKKSKK (SEQ ID NO:18) of the human poly(ADP-ribose) polymerase; and the sequence RKCLQAGMNLEARKTKK (SEQ ID NO:19) of the steroid hormone receptors (human) glucocorticoid. In general, the one or more NLSs are of sufficient strength to drive accumulation of the DNA-targeting Cas protein in a detectable amount in the nucleus of a eukaryotic cell. In general, strength of nuclear localization activity may derive from the number of NLSs in the CRISPR-Cas protein, the particular NLS(s) used, or a combination of these factors. Detection of accumulation in the nucleus may be performed by any suitable technique. For example, a detectable marker may be fused to the nucleic acid-targeting protein, such that location within a cell may be visualized, such as in combination with a means for detecting the location of the nucleus (e.g., a stain specific for the nucleus such as DAPI). Cell nuclei may also be isolated from cells, the contents of which may then be analyzed by any suitable process for detecting protein, such as immunohistochemistry, Western blot, or enzyme activity assay. Accumulation in the nucleus may also be determined indirectly, such as by an assay for the effect of nucleic acid-targeting complex formation (e.g., assay for deaminase activity) at the target sequence, or assay for altered gene expression activity affected by DNA-targeting complex formation and/or DNA-targeting), as compared to a control not exposed to the CRISPR-Cas protein and deaminase protein, or exposed to a CRISPR-Cas and/or deaminase protein lacking the one or more NLSs.


The CRISPR-Cas and/or nucleotide deaminase proteins may be provided with 1 or more, such as with, 2, 3, 4, 5, 6, 7, 8, 9, 10, or more heterologous NLSs. In some embodiments, the proteins comprises about or more than about 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, or more NLSs at or near the amino-terminus, about or more than about 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, or more NLSs at or near the carboxy-terminus, or a combination of these (e.g., zero or at least one or more NLS at the amino-terminus and zero or at one or more NLS at the carboxy terminus). When more than one NLS is present, each may be selected independently of the others, such that a single NLS may be present in more than one copy and/or in combination with one or more other NLSs present in one or more copies. In some embodiments, an NLS is considered near the N- or C-terminus when the nearest amino acid of the NLS is within about 1, 2, 3, 4, 5, 10, 15, 20, 25, 30, 40, 50, or more amino acids along the polypeptide chain from the N- or C-terminus. In preferred embodiments of the CRISPR-Cas proteins, an NLS attached to the C-terminal of the protein.


In certain embodiments, the CRISPR-Cas protein and the deaminase protein are delivered to the cell or expressed within the cell as separate proteins. In these embodiments, each of the CRISPR-Cas and deaminase protein can be provided with one or more NLSs as described herein. In certain embodiments, the CRISPR-Cas and deaminase proteins are delivered to the cell or expressed with the cell as a fusion protein. In these embodiments one or both of the CRISPR-Cas and deaminase protein is provided with one or more NLSs. Where the nucleotide deaminase is fused to an adaptor protein (such as MS2) as described above, the one or more NLS can be provided on the adaptor protein, provided that this does not interfere with aptamer binding. In particular embodiments, the one or more NLS sequences may also function as linker sequences between the nucleotide deaminase and the CRISPR-Cas protein.


In certain embodiments, guides of the disclosure comprise specific binding sites (e.g. aptamers) for adapter proteins, which may be linked to or fused to a nucleotide deaminase or catalytic domain thereof. When such a guide forms a CRISPR complex (e.g., CRISPR-Cas protein binding to guide and target) the adapter proteins bind and, the nucleotide deaminase or catalytic domain thereof associated with the adapter protein is positioned in a spatial orientation which is advantageous for the attributed function to be effective.


The skilled person will understand that modifications to the guide which allow for binding of the adapter+nucleotide deaminase, but not proper positioning of the adapter+nucleotide deaminase (e.g. due to steric hindrance within the three dimensional structure of the CRISPR complex) are modifications which are not intended. The one or more modified guide may be modified at the tetra loop, the stem loop 1, stem loop 2, or stem loop 3, as described herein, preferably at either the tetra loop or stem loop 2, and in some cases at both the tetra loop and stem loop 2.


In some embodiments, a component (e.g., the dead Cas protein, the nucleotide deaminase protein or catalytic domain thereof, or a combination thereof) in the systems may comprise one or more nuclear export signals (NES), one or more nuclear localization signals (NLS), or any combinations thereof. In some cases, the NES may be an HIV Rev NES. In certain cases, the NES may be MAPK NES. When the component is a protein, the NES or NLS may be at the C terminus of component. Alternatively or additionally, the NES or NLS may be at the N terminus of component. In some examples, the Cas protein and optionally said nucleotide deaminase protein or catalytic domain thereof comprise one or more heterologous nuclear export signal(s) (NES(s)) or nuclear localization signal(s) (NLS(s)), preferably an HIV Rev NES or MAPK NES, preferably C-terminal.


Templates

In some embodiments, the composition for engineering cells comprise a template, e.g., a recombination template. A template may be a component of another vector as described herein, contained in a separate vector, or provided as a separate polynucleotide. In some embodiments, a recombination template is designed to serve as a template in homologous recombination, such as within or near a target sequence nicked or cleaved by a nucleic acid-targeting effector protein as a part of a nucleic acid-targeting complex.


In an embodiment, the template nucleic acid alters the sequence of the target position. In an embodiment, the template nucleic acid results in the incorporation of a modified, or non-naturally occurring base into the target nucleic acid.


The template sequence may undergo a breakage mediated or catalyzed recombination with the target sequence. In an embodiment, the template nucleic acid may include sequence that corresponds to a site on the target sequence that is cleaved by a Cas protein mediated cleavage event. In an embodiment, the template nucleic acid may include sequence that corresponds to both, a first site on the target sequence that is cleaved in a first Cas protein mediated event, and a second site on the target sequence that is cleaved in a second Cas protein mediated event.


In certain embodiments, the template nucleic acid can include sequence which results in an alteration in the coding sequence of a translated sequence, e.g., one which results in the substitution of one amino acid for another in a protein product, e.g., transforming a mutant allele into a wild type allele, transforming a wild type allele into a mutant allele, and/or introducing a stop codon, insertion of an amino acid residue, deletion of an amino acid residue, or a nonsense mutation. In certain embodiments, the template nucleic acid can include sequence which results in an alteration in a non-coding sequence, e.g., an alteration in an exon or in a 5′ or 3′ non-translated or non-transcribed region. Such alterations include an alteration in a control element, e.g., a promoter, enhancer, and an alteration in a cis-acting or trans-acting control element.


A template nucleic acid having homology with a target position in a target gene may be used to alter the structure of a target sequence. The template sequence may be used to alter an unwanted structure, e.g., an unwanted or mutant nucleotide. The template nucleic acid may include sequence which, when integrated, results in: decreasing the activity of a positive control element; increasing the activity of a positive control element; decreasing the activity of a negative control element; increasing the activity of a negative control element; decreasing the expression of a gene; increasing the expression of a gene; increasing resistance to a disorder or disease; increasing resistance to viral entry; correcting a mutation or altering an unwanted amino acid residue conferring, increasing, abolishing or decreasing a biological property of a gene product, e.g., increasing the enzymatic activity of an enzyme, or increasing the ability of a gene product to interact with another molecule.


The template nucleic acid may include sequence which results in: a change in sequence of 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12 or more nucleotides of the target sequence.


A template polynucleotide may be of any suitable length, such as about or more than about 10, 15, 20, 25, 50, 75, 100, 150, 200, 500, 1000, or more nucleotides in length. In an embodiment, the template nucleic acid may be 20+/−10, 30+/−10, 40+/−10, 50+/−10, 60+/−10, 70+/−10, 80+/−10, 90+/−10, 100+/−10, 1 10+/−10, 120+/−10, 130+/−10, 140+/−10, 150+/−10, 160+/−10, 170+/−10, 1 80+/−10, 190+/−10, 200+/−10, 210+/−10, of 220+/−10 nucleotides in length. In an embodiment, the template nucleic acid may be 30+/−20, 40+/−20, 50+/−20, 60+/−20, 70+/−20, 80+/−20, 90+/−20, 100+/−20, 1 10+/−20, 120+/−20, 130+/−20, 140+/−20, 150+/−20, 160+/−20, 170+/−20, 180+/−20, 190+/−20, 200+/−20, 210+/−20, of 220+/−20 nucleotides in length. In an embodiment, the template nucleic acid is 10 to 1,000, 20 to 900, 30 to 800, 40 to 700, 50 to 600, 50 to 500, 50 to 400, 50 to300, 50 to 200, or 50 to 100 nucleotides in length.


In some embodiments, the template polynucleotide is complementary to a portion of a polynucleotide comprising the target sequence. When optimally aligned, a template polynucleotide might overlap with one or more nucleotides of a target sequences (e.g. about or more than about 1, 5, 10, 15, 20, 25, 30, 35, 40, 45, 50, 60, 70, 80, 90, 100 or more nucleotides). In some embodiments, when a template sequence and a polynucleotide comprising a target sequence are optimally aligned, the nearest nucleotide of the template polynucleotide is within about 1, 5, 10, 15, 20, 25, 50, 75, 100, 200, 300, 400, 500, 1000, 5000, 10000, or more nucleotides from the target sequence.


The exogenous polynucleotide template comprises a sequence to be integrated (e.g., a mutated gene). The sequence for integration may be a sequence endogenous or exogenous to the cell. Examples of a sequence to be integrated include polynucleotides encoding a protein or a non-coding RNA (e.g., a microRNA). Thus, the sequence for integration may be operably linked to an appropriate control sequence or sequences. Alternatively, the sequence to be integrated may provide a regulatory function.


An upstream or downstream sequence may comprise from about 20 bp to about 2500 bp, for example, about 50, 100, 200, 300, 400, 500, 600, 700, 800, 900, 1000, 1100, 1200, 1300, 1400, 1500, 1600, 1700, 1800, 1900, 2000, 2100, 2200, 2300, 2400, or 2500 bp. In some methods, the exemplary upstream or downstream sequence have about 200 bp to about 2000 bp, about 600 bp to about 1000 bp, or more particularly about 700 bp to about 1000.


An upstream or downstream sequence may comprise from about 20 bp to about 2500 bp, for example, about 50, 100, 200, 300, 400, 500, 600, 700, 800, 900, 1000, 1100, 1200, 1300, 1400, 1500, 1600, 1700, 1800, 1900, 2000, 2100, 2200, 2300, 2400, or 2500 bp. In some methods, the exemplary upstream or downstream sequence have about 200 bp to about 2000 bp, about 600 bp to about 1000 bp, or more particularly about 700 bp to about 1000


In certain embodiments, one or both homology arms may be shortened to avoid including certain sequence repeat elements. For example, a 5′ homology arm may be shortened to avoid a sequence repeat element. In other embodiments, a 3′ homology arm may be shortened to avoid a sequence repeat element. In some embodiments, both the 5′ and the 3′ homology arms may be shortened to avoid including certain sequence repeat elements.


In some methods, the exogenous polynucleotide template may further comprise a marker. Such a marker may make it easy to screen for targeted integrations. Examples of suitable markers include restriction sites, fluorescent proteins, or selectable markers. The exogenous polynucleotide template of the disclosure can be constructed using recombinant techniques (see, for example, Sambrook et al., 2001 and Ausubel et al., 1996).


In certain embodiments, a template nucleic acid for correcting a mutation may be designed for use as a single-stranded oligonucleotide. When using a single-stranded oligonucleotide, 5′ and 3′ homology arms may range up to about 200 base pairs (bp) in length, e.g., at least 25, 50, 75, 100, 125, 150, 175, or 200 bp in length.


In certain embodiments, a template nucleic acid for correcting a mutation may be designed for use with a homology-independent targeted integration system. Suzuki et al. describe in vivo genome editing via CRISPR/Cas9 mediated homology-independent targeted integration (2016, Nature 540:144-149). Schmid-Burgk, et al. describe use of the CRISPR-Cas9 system to introduce a double-strand break (DSB) at a user-defined genomic location and insertion of a universal donor DNA (Nat Commun. 2016 Jul. 28; 7:12338). Gao, et al. describe “Plug-and-Play Protein Modification Using Homology-Independent Universal Genome Engineering” (Neuron. 2019 Aug. 21; 103(4):583-597).


RNAi

In some embodiments, the genetic modulating agents may be interfering RNAs. In certain embodiments, diseases caused by a dominant mutation in a gene is targeted by silencing the mutated gene using RNAi. In some cases, the nucleotide sequence may comprise coding sequence for one or more interfering RNAs. In certain examples, the nucleotide sequence may be interfering RNA (RNAi). As used herein, the term “RNAi” refers to any type of interfering RNA, including but not limited to, siRNAi, shRNAi, endogenous microRNA and artificial microRNA. For instance, it includes sequences previously identified as siRNA, regardless of the mechanism of down-stream processing of the RNA (i.e. although siRNAs are believed to have a specific method of in vivo processing resulting in the cleavage of mRNA, such sequences can be incorporated into the vectors in the context of the flanking sequences described herein). The term “RNAi” can include both gene silencing RNAi molecules, and also RNAi effector molecules which activate the expression of a gene.


In certain embodiments, a modulating agent may comprise silencing one or more endogenous genes. As used herein, “gene silencing” or “gene silenced” in reference to an activity of an RNAi molecule, for example a siRNA or miRNA refers to a decrease in the mRNA level in a cell for a target gene by at least about 5%, about 10%, about 20%, about 30%, about 40%, about 50%, about 60%, about 70%, about 80%, about 90%, about 95%, about 99%, about 100% of the mRNA level found in the cell without the presence of the miRNA or RNA interference molecule. In one preferred embodiment, the mRNA levels are decreased by at least about 70%, about 80%, about 90%, about 95%, about 99%, about 100%.


As used herein, a “siRNA” refers to a nucleic acid that forms a double stranded RNA, which double stranded RNA has the ability to reduce or inhibit expression of a gene or target gene when the siRNA is present or expressed in the same cell as the target gene. The double stranded RNA siRNA can be formed by the complementary strands. In one embodiment, a siRNA refers to a nucleic acid that can form a double stranded siRNA. The sequence of the siRNA can correspond to the full-length target gene, or a subsequence thereof. Typically, the siRNA is at least about 15-50 nucleotides in length (e.g., each complementary sequence of the double stranded siRNA is about 15-50 nucleotides in length, and the double stranded siRNA is about 15-50 base pairs in length, preferably about 19-30 base nucleotides, preferably about 20-25 nucleotides in length, e.g., 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, or 30 nucleotides in length).


As used herein “shRNA” or “small hairpin RNA” (also called stem loop) is a type of siRNA. In one embodiment, these shRNAs are composed of a short, e.g. about 19 to about 25 nucleotide, antisense strand, followed by a nucleotide loop of about 5 to about 9 nucleotides, and the analogous sense strand. Alternatively, the sense strand can precede the nucleotide loop structure and the antisense strand can follow.


The terms “microRNA” or “miRNA” are used interchangeably herein are endogenous RNAs, some of which are known to regulate the expression of protein-coding genes at the posttranscriptional level. Endogenous microRNAs are small RNAs naturally present in the genome that are capable of modulating the productive utilization of mRNA. The term artificial microRNA includes any type of RNA sequence, other than endogenous microRNA, which is capable of modulating the productive utilization of mRNA. MicroRNA sequences have been described in publications such as Lim, et al., Genes & Development, 17, p. 991-1008 (2003), Lim et al Science 299, 1540 (2003), Lee and Ambros Science, 294, 862 (2001), Lau et al., Science 294, 858-861 (2001), Lagos-Quintana et al, Current Biology, 12, 735-739 (2002), Lagos Quintana et al, Science 294, 853-857 (2001), and Lagos-Quintana et al, RNA, 9, 175-179 (2003), which are incorporated by reference. Multiple microRNAs can also be incorporated into a precursor molecule. Furthermore, miRNA-like stem-loops can be expressed in cells as a vehicle to deliver artificial miRNAs and short interfering RNAs (siRNAs) for the purpose of modulating the expression of endogenous genes through the miRNA and or RNAi pathways.


As used herein, “double stranded RNA” or “dsRNA” refers to RNA molecules that are comprised of two strands. Double-stranded molecules include those comprised of a single RNA molecule that doubles back on itself to form a two-stranded structure. For example, the stem loop structure of the progenitor molecules from which the single-stranded miRNA is derived, called the pre-miRNA (Bartel et al. 2004. Cell 1 16:281-297), comprises a dsRNA molecule.


Other Examples of Modulating Agents

The composition may comprise one or more other types of genetic modulating agents. The nucleotide sequences may be or comprise encoding sequences of the one or more genetic modulating agents. Agents useful in the methods as disclosed herein are proteins and/or peptides or fragment thereof, which inhibit the gene expression of a target gene or gene product, or the function of a target protein. Such agents include, for example but are not limited to protein variants, mutated proteins, therapeutic proteins, truncated proteins and protein fragments. Protein agents can also be selected from a group comprising mutated proteins, genetically engineered proteins, peptides, synthetic peptides, recombinant proteins, chimeric proteins, antibodies, midibodies, minibodies, triabodies, humanized proteins, humanized antibodies, chimeric antibodies, modified proteins and fragments thereof. As disclosed herein, a protein which inhibits the function of a target protein may be a soluble dominant negative form of the target protein or a functional fragment or variant thereof which inhibits wild-type full length target protein function.


In certain embodiments, the agents may be small molecules, antibodies, therapeutic antibody, antibody fragment, antibody-like protein scaffold, aptamer, protein, genetic modifying agent or small molecule. The chemical entity or biological product is preferably, but not necessarily a low molecular weight compound, but may also be a larger compound, or any organic or inorganic molecule effective in the given situation, including modified and unmodified nucleic acids such as antisense nucleic acids, RNAi, such as siRNA or shRNA, CRISPR-Cas systems, peptides, peptidomimetics, receptors, ligands, and antibodies, aptamers, polypeptides, nucleic acid analogues or variants thereof. Examples include an oligomer of nucleic acids, amino acids, or carbohydrates including without limitation proteins, oligonucleotides, ribozymes, DNAzymes, glycoproteins, siRNAs, lipoproteins, aptamers, and modifications and combinations thereof. Agents can be selected from a group comprising: chemicals; small molecules; nucleic acid sequences; nucleic acid analogues; proteins; peptides; aptamers; antibodies; or fragments thereof. A nucleic acid sequence can be RNA or DNA, and can be single or double stranded, and can be selected from a group comprising; nucleic acid encoding a protein of interest, oligonucleotides, nucleic acid analogues, for example peptide-nucleic acid (PNA), pseudo-complementary PNA (pc-PNA), locked nucleic acid (LNA), modified RNA (mod-RNA), single guide RNA etc. Such nucleic acid sequences include, for example, but are not limited to, nucleic acid sequence encoding proteins, for example that act as transcriptional repressors, antisense molecules, ribozymes, small inhibitory nucleic acid sequences, for example but are not limited to RNAi, shRNAi, siRNA, micro RNAi (mRNAi), antisense oligonucleotides, CRISPR guide RNA, for example that target a CRISPR enzyme to a specific DNA target sequence etc. A protein and/or peptide or fragment thereof can be any protein of interest, for example, but are not limited to mutated proteins; therapeutic proteins and truncated proteins, wherein the protein is normally absent or expressed at lower levels in the cell. Proteins can also be selected from a group comprising mutated proteins, genetically engineered proteins, peptides, synthetic peptides, recombinant proteins, chimeric proteins, antibodies, minibodies, humanized proteins, humanized antibodies, chimeric antibodies, modified proteins and fragments thereof. Alternatively, the agent can be intracellular within the cell as a result of introduction of a nucleic acid sequence into the cell and its transcription resulting in the production of the nucleic acid and/or protein modulator of a gene within the cell. In some embodiments, the agent is any chemical, entity or moiety, including without limitation synthetic and naturally-occurring non-proteinaceous entities. In certain embodiments, the agent is a small molecule having a chemical moiety. Agents can be known to have a desired activity and/or property or can be selected from a library of diverse compounds.


Exogenous Genes

In some embodiments, the nucleotide sequences comprise exogenous genes or functional fragments thereof. When expressed in specific nuclei or delivered to specific nuclei in multinucleated cells, the exogenous gene may express a product (e.g., protein or nucleic acid) that manipulates the function of the cells or treats a disease related to the function of the cells. For example, the exogenous gene may encode dystrophin or a functional fragment thereof (see, e.g., Duan, Systemic AAV Micro-dystrophin Gene Therapy for Duchenne Muscular Dystrophy, Molecular Therapy, Volume 26, Issue 10, 3 Oct. 2018, Pages 2337-235). The exogenous gene may be delivered to specific nuclei in muscle cells for treating muscular dystrophy.


Exon Skipping

In some embodiments, the nucleotide sequences may encode nucleic acids capable of inducing exon skipping. Such encoded nucleic acids may be antisense oligonucleotides or antisense nucleotide systems. As used herein, the term “exon skipping” refers to the modification of pre-mRNA splicing by the targeting of splice donor and/or acceptor sites within a pre-mRNA with one or more complementary antisense oligonucleotide(s) (AONs). By blocking access of a spliceosome to one or more splice donor or acceptor site, an AON may prevent a splicing reaction thereby causing the deletion of one or more exons from a fully-processed mRNA. Exon skipping may be achieved in the nucleus during the maturation process of pre-mRNAs. In some examples, exon skipping may include the masking of key sequences involved in the splicing of targeted exons by using antisense oligonucleotides (AON) that are complementary to splice donor sequences within a pre-mRNA.


In some embodiments, the nucleotide sequences encode antisense oligonucleotides or antisense nucleotide systems capable of inducing exon skipping in dystrophin mRNA. For example, a non-sense or frameshift mutation within exon x of a dystrophin gene yields a carboxy-terminally truncated, non-functional dystrophin protein. The expression of that mature mRNA transcript may yield a functional dystrophin protein that is deleted in the amino acids encoded by exon x but that includes dystrophin amino acids both N-terminal and C-terminal to those deleted amino acids.


The nucleotide sequences may encode antisense oligonucleotides or antisense nucleotide systems capable of inducing exon skipping at exon 1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 45, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, or any combination thereof. Nucleotide sequences may encode antisense oligonucleotides or antisense nucleotide systems capable of inducing exon skipping at exon 43, 44, 50, 51, 52, 55, or any combination thereof.


In certain embodiments, the antisense oligonucleotide is linked to a snRNA, such as U7 snRNA (see, e.g., Imbert et al., Viral Vector-Mediated Antisense Therapy for Genetic Diseases, Genes 2017 February; 8(2): 51 doi:10.3390/genes8020051).


Viral vectors have been developed to deliver antisense oligonucleotides (see, e.g., Imbert et al., Viral Vector-Mediated Antisense Therapy for Genetic Diseases, Genes 2017 February; 8(2): 51 doi:10.3390/genes8020051; and Phillips, Antisense Inhibition and Adeno-Associated Viral Vector Delivery for Reducing Hypertension, Hypertension. 1997; 29:177-187). In certain embodiments, viral vectors include, but are not limited to the adeno-associated virus (AAV) vector, retroviruses and adenovirus.


Homologous Recombination (HR)

In certain embodiments, donor vectors for homologous recombination are used to repair mutations in specific nuclei that express the mutated gene. In certain embodiments, —IR is used to repair a mutation in specific nuclei by using specific regulatory sequences specific to the nuclei. Precise genome editing can be accomplished using designer nucleases (e.g. ZFNs and TALENs) or RNA-guided nucleases (e.g. CRISPR/Cas9), which create site-specific double-strand breaks that stimulate homologous recombination (HR) when supplied with a homologous donor DNA template. For example, a nuclease system (e.g., CRISPR, TALEN, Zinc finger nuclease, or meganuclease) can be expressed using a nuclei specific regulatory sequence.


In certain embodiments, the donor DNA template is supplied by a vector. Viral vectors derived from the non-pathogenic, single-stranded DNA virus, adeno-associated virus (AAV), can transduce both dividing and non-dividing cells and have recently been effectively used as donor vectors for HR both in vitro and in vivo. In certain embodiments, AAV is used to supply the donor construct (see, e.g., Bak and Porteus, CRISPR-mediated Integration of Large Gene Cassettes using AAV Donor Vectors, Cell Rep. 2017 Jul. 18; 20(3): 750-756; Sather et al., Efficient modification of CCR5 in primary human hematopoietic cells using a megaTAl nuclease and AAV donor template, Sci Transl Med. 2015 Sep. 30; 7(307):307ra156; Wang et al., Homology-dri ven genome editing in hematopoietic stem and progenitor cells using ZFN mRNA and AAV6 donors, Nat Biotechnol. 2015 December; 33(12):1256-1263; and Yang et al., A dual AAV system enables the Cas9-mediated correction of a metabolic liver disease in newborn mice, Nat Biotechnol. 2016 March; 34(3):334-8).


Methods of Using the Compositions

In another aspect, the present disclosure provides methods for treating diseases. The methods may comprise administering the compositions herein to a subject, e.g., a subject in need thereof. In some embodiments, the composition may be for use in treating a disease (e.g., muscular dystrophy) in a subject in need thereof. The composition may be capable of altering expression of dystrophin in the specific nuclei.


In some embodiments, the composition is capable of altering expression of one or more genes causing the disease in specific nuclei where the gene is normally expressed in a healthy subject. In some cases, the gene is altered exclusively in nuclei where it expressed in a normal subject.


Cells

The methods herein may comprise delivering the compositions to cells in a subject. The cells may be multinucleated cells. A multinucleated cell may be a cell that has a plurality of cell nuclei. In such cases, the composition may target specific nuclei in the cells. Selective targeting specific nuclei in the cells may allow for accurately targeting genes related to the diseases and reduce side effects. Examples of multinucleated cells include skeletal muscle cells, cardiac muscle cells, placenta cells, syncytia, giant cells, osteoclasts, megakaryocytes, certain cancer cells (e.g., breast cancer cells, multiple myeloma cells, and certain metastatic cancer cells), macrophage-derived multinucleate cells, and hepatocytes. There is wide agreement that cell fusion is a physiological process in cells in mammalian bone, muscle and placenta. In other organs, such as the cerebellum, cell fusion is controversial. The liver contains a considerable number of polyploid cells; about 70% of hepatocytes are polyploid, arising either from genome duplication without division (endoreplication) or from cell fusion (see, e.g., Lizier et al., Cell fusion in the liver, revisited, World J Hepatol. 2018 Feb. 27; 10(2): 213-221).


In certain embodiments, cells from a subject are modified ex vivo and introduced back to the subject. In certain embodiments, pluripotent cells (e.g., stem cells) are obtained from a subject and a composition of the present invention is introduced to the cells. The pluripotent cells may be transferred back to the subject to be differentiated into the target multinucleated cell. Not being bound by a theory, the composition will only be expressed in the target nuclei upon differentiation into a target cell type.


Diseases

The diseases that can be treated using the compositions and methods herein include those related to multinucleated cells (e.g., dysfunction of multinucleated cells). In certain embodiments, a gene mutation in a gene expressed in specific nuclei is targeted in a disease affecting multinucleated cells. In some cases, the disease is muscular dystrophy. In some examples, the muscular dystrophy is Duchenne's muscular dystrophy (DMD). In some examples, the muscular dystrophy is Becker muscular dystrophy (BMD). Other examples of muscular dystrophy include myotonic (Steinert's disease) dystrophy, congenital dystrophy, facioscapulohumeral (FSHD) dystrophy, limb-girdle dystrophy, and oculopharyngeal muscular dystrophy. In some examples, the muscular dystrophy results from one or more mutations of dystrophin.


In some examples, the disease is a monogenic disease associated with multinucleated cells (see, e.g., Kaplan and Hamroun, The 2016 version of the gene table of monogenic neuromuscular disorders (nuclear genome). Neuromuscul Disord. 2015 December; 25(12):991-1020. doi: 10.1016/j.nmd.2015.10.010. Epub 2015 Dec. 2; Bonne, Rivier and Hamroun, The 2018 version of the gene table of monogenic neuromuscular disorders (nuclear genome). Neuromuscul Disord. 2017 December; 27(12):1152-1183; and www.musclegenetable.fr). a monogenic disease may be a disease or condition that results from inactivation or malfunctioning of a single gene (e.g., due to mutation or deletion) occurring in cells, e.g., all cells, in a subject. In some cases, the monogenic disease is autosomal dominant. In some cases, the monogenic disease is autosomal recessive. In some cases, the monogenic disease is X-linked recessive. In some cases, the monogenic disease is X-linked dominant.


In certain embodiments, the compositions of the present invention are used to repair or inactivate a disease gene in specific nuclei for the condition selected from: Congenital Muscular Dystrophies (ACTA1, B3GALNT2, B4GAT1, CHKB, COL12A1, COL6A1, COL6A2, COL6A3, DAG1, DNM2, DPM1, DPM2, FKRP, FKTN, GMPPB, GOLGA2, GOSR2, INPP5K, ISPD, ITGA7, LAMA2, LARGE1, LMNA, MSTO1, POMGNT1, POMGNT2, POMK, POMT1, POMT2, RXYLT1, RYR1, SELENON, TCAP, TRAPPC11, TRIP4), Congenital Myasthenic Syndromes (AGRN, ALG14, ALG2, CHAT, CHRNA1, CHRNB1, CHRND, CHRNE, CHRNG, COL13A1, COLQ, DOK7, DPAGT1, GFPT1, GMPPB, LAMA5, LAMB2, LRP4, MUSK, MYO9A, PLEC, PREPL, RAPSN, RPH3A, SCN4A, SLC18A3, SLC25A1, SLC5A7, SNAP25, SYT2, UNC13A, VAMP1), Congenital Myopathies (ACTA1, ACTN2, BINI, CACNAlH, CACNA1S, CCDC78, CFL2, CNTN1, DNM2, FXR1, HACD1, HNRNPA1, HRAS, KBTBD13, KLHL40, KLHL41, LMOD3, MAP3K20, MEGF10, MTM1, MYBPC3, MYH2, MYH7, MYL1, MYL2, MYMK, MYO18B, MYPN, NEB, PAX7, PYROXD1, RYR1, RYR3, SCN4A, SELENON, SPEG, SPTBN4, STAC3, TNNT1, TNPO3, TPM2, TPM3, TRIM32, TTN), Distal Myopathies (ADSSL1, ANO5, CAV3, DNAJB6, DNM2, DYSF, FLNC, GNE, HSPB8, KLHL9, LDB3, MATR3, MYH7, MYOT, NEB, SQSTM1, TIAl, TTN, VCP), Hereditary Ataxias (ADCK3, AFG3L2, ANO10, APTX, ATG5, ATM, ATXN1, ATXN10, ATXN2, ATXN3, ATXN7, ATXN8OS, BEAN1, CACNA1A, CACNAlG, CACNB4, CCDC88C, COA7, CWF19L1, EEF2, ELOVL4, ELOVL5, FAT2, FGF14, FXN, GDAP2, GRID2, GRM1, IFRD1, ITPR1, KCNC3, KCND3, MME, MRE11A, MSTO1, NOP56, PCNA, PDYN, PEX7, PHYH, PLD3, POLG, PPP2R2B, PRKCG, PUMI, RFC1, RNF216, RUBCN, SACS, SCYL1, SETX, SILl, SLC1A3, SLC9A1, SNX14, SPTBN2, STUBI, SYNE1, SYT14, TBP, TDP1, TDP2, TGM6, TK2, TMEM240, TPP1, TRPC3, TTBK2, TTPA, TWNK, UBA5, VPS13D, VWA3B, WDR73, WWOX, XRCC1), Hereditary Cardiomyopathies (AARS2, ABCC9, ACTC1, ACTN2, AKAP9, ALPK3, ANK2, ANKRD1, BAG3, CACNAlC, CACNB2, CALM1, CALM2, CALR3, CASQ2, CAV3, COX15, CRYAB, CSRP3, CTNNA3, DES, DMD, DOLK, DSC2, DSG2, DSP, DTNA, EYA4, FKTN, FLNA, FLNC, GAA, GATAD1, GJA5, GPD1L, HACD1, HCN4, ILK, JPH2, JUP, KCNA5, KCND3, KCNE1, KCNE2, KCNE3, KCNH2, KCNJ2, KCNJ5, KCNQ1, LAMA4, LDB3, LMNA, MIB1, MRPL3, MRPL44, MTO1, MURC, MYBPC3, MYH6, MYH7, MYL2, MYL3, MYL4, MYLK2, MYOZ2, MYPN, NDUFAF1, NEXN, NPPA, NUP155, PKP2, PLN, PRDM16, PRKAG2, PSEN1, PSEN2, RAF1, RBM20, RYR2, SCN1B, SCN2B, SCN3B, SCN4B, SCN5A, SC02, SDHA, SGCD, SNTA1, SYNE1, TAZ, TCAP, TECRL, TGFB3, TMEM43, TMPO, TNNC1, TNNI3, TNNT2, TPM1, TRDN, TSFM, TTN, VCL), Hereditary Motor and Sensory Neuropathies (HMSN) (78 kb Chro8 insertion, AARS, AHNAK2, AIFM1, ARHGEF10, ATL1, ATL3, ATP1A1, BAG3, Clorfl94, CCT5, CLTCL1, COX6A1, CTDP1, DCAF8, DGAT2, DHTKD1, DNAJB2, DNM2, DNMT1, DST, DYNCIHI, EGR2, ELP1, FBLN5, FGD4, FIG4, FLVCR1, GAN1, GARS, GDAP1, GJB1, GJB3, GNB4, HARS, HINT1, HK1, HOXD10, HSPB1, HSPB8, IGHMBP2, INF2, KARS, KIF1A, KIF1B, KIF5A, LITAF, LMNA, LRSAM1, MARS, MFN2, MME, MORC2, MPV17, MPZ, MTMR2, NAGLU, NDRG1, NEFH, NEFL, NGF, NOTCH2NLC, NTRK1, PDK3, PLEKHG5, PMP2, PMP22, PNKP, PRDM12, PRPS1, PRX, RAB7A, RETREGI, SACS, SBF1, SBF2, SCN11A, SCN9A, SC02, SEPT9, SGPL1, SH3TC2, SLC12A6, SPG11, SPTLC1, SPTLC2, SURF1, TFG, TRIM2, TRPV4, VCP, VRK1, WNK1, YARS, ZFHX2), Hereditary Paraplegias (AFG3L2, ALDH18A1, ALDH3A2, ALS2, AMPD2, AP4B1, AP4E1, AP4M1, AP4S1, AP5Z1, ARL6IP1, ATL1, ATP13A2, B4GALNT1, BSCL2, C12orf65, C19orf12, CAPN1, CHP1, CPT1C, CYP2U1, CYP7B1, DDHD1, DDHD2, ENTPD1, ERLIN1, ERLIN2, FA2H, FARS2, GBA2, GJC2, HACE1, HSPD1, IBA57, KIAA0196, KIDINS220, KIF1A, KIF1C, KIF5A, KLC2, LlCAM, MAG, MARS2, MTPAP, NIPA1, NKX6-2, NT5C2, PLP1, PNPLA6, REEP1, REEP2, RTN2, SACS, SLC33A1, SPAST, SPG11, SPG20, SPG21, SPG7, TECPR2, TFG, UBAP1, UCHL1, VAMP1, VPS37A, ZFYVE26, ZFYVE27), Ion Channel Muscle Diseases (ATP1A2, CACNA1A, CACNAlS, CLCN1, KCNA1, KCNE3, KCNJ18, SCN4A), Malignan Hyperthermia (CACNAlS, RYR1, METABOLIC MYOPATHIES (ABHDS, ACAD9, ACADVL, AGL, CPT2, ENO3, ETFA, ETFB, ETFDH, FLAD1, GAA, GBE1, GYG1, GYS1, LDHA, LPIN1, PFKM, PGAM2, PGK1, PGM1, PHKA1, PNPLA2, PNPLA8, PRKAG2, PYGM, RBCK1, SLC16A1, SLC22A5, SLC25A20), Motor Neuron Diseases (AARS, ALS2, ANG, ANXA11, AR, ASAH1, ASCC1, ATP7A, ATXN2, BICD2, BSCL2, C9orf72, CHCHD10, CHMP2B, DCTN1, DNAJB2, DYNCIHI, ERBB3, ERBB4, EXOSC3, EXOSC8, FBXO38, FIG. 4, FUS, GARS, GLE1, HEXB, HINT1, HNRNPA1, HSPB1, HSPB3, HSPB8, IGHMBP2, KIF26B, KIF5A, MAPT, MATR3, MYH14, NEFH, NEK1, OPTN, PFN1, PIP5K1C, PLEKHG5, PRPH, PRUNE1, RBM7, REEP1, SETX, SIGMARI, SLC25A46, SLC52A2, SLC52A3, SLC5A7, SMN1, SOD1, SPG11, SPTAN1, SQSTM1, SYT2, TARDBP, TBK1, TRIP4, TRPV4, TUBA4A, UBA1, UBQLN2, VAPB, VCP, VRK1, WARS), Muscular Dystrophies (ANO5, BVES, CAPN3, CAV3, COL6A1, COL6A2, COL6A3, DAG1, DES, DMD, DNAJB6, DPM3, DUX4, DYSF, EMD, FHL1, FKRP, FKTN, GAA, GMPPB, HNRNPDL, ISPD, KBTBD13, LAMA2, LIMS2, LMNA, MYOT, PLEC, POGLUT1, POMGNT1, POMGNT2, POMT1, POMT2, PTRF, PYROXD1, SGCA, SGCB, SGCD, SGCG, SMCHD1, SYNE1, SYNE2, TCAP, TMEM43, TNPO3, TOR1AIP1, TRAPPC11, TRIM32, TTN, VCP), Myotonic Syndromes (ATP2A1, CAV3, CLCN1, CNBP, DMPK, HSPG2), Other Myopathies (ACVR1, BAG3, CASQ1, CAV3, CLN3, CRYAB, DES, FHL1, FLNC, HNRNPA2B1, ISCU, KY, LAMP2, LDB3, LRP12, MB, MSTN, MYOT, ORAIl, PABPN1, PLEC, PYROXD1, RYR1, SELENON, STIM1, TRIM54, TRIM63, TTN, VCP, VMA21), and Other Neuromuscular Disorders (ADCK3, AIFM1, ASCC1, BICD2, CHCHD10, CNTNAP1, COL25A1, COQ2, COQ4, COQ6, COQ7, COQ9, COX6A2, DGUOK, DNA2, DOK7, ECEL1, ELP1, FAM111B, FASTKD2, FBXL4, FDX2, KIF21A, MET, MGME1, MRPS25, MSTO1, MUSK, MYBPC1, MYH3, MYH8, NUP88, OPAl, PHOX2A, PIEZO2, POLG, POLG2, PTRH2, PUS1, RAPSN, RNASEH1, RRM2B, RYR1, SCN4A, SGCE, SLC25A4, SLC25A42, SUCLA2, SUCLG1, SYNE1, TIMM22, TK2, TMEM65, TNNI2, TNNT3, TOP3A, TOR1A, TPM2, TTR, TUBB3, TWNK, TYMP, YARS2).


Pharmaceutical Compositions

The composition may be a pharmaceutical composition. The pharmaceutical compositions may comprise a nucleotide sequence and one or more other components making it suitable for pharmaceutical uses. For example, a “pharmaceutical composition” may comprise an excipient, such as a pharmaceutically acceptable carrier that is conventional in the art and that is suitable for administration to cells or to a subject.


In yet other embodiments, the methods of the disclosure include administering to a subject in need thereof an effective amount (e.g., therapeutically effective amount or prophylactically effective amount) of the treatments provided herein. Such treatment may be supplemented with other known treatments, such as surgery on the subject. In certain embodiments, the surgery is strictureplasty, resection (e.g., bowel resection, colon resection), colectomy, surgery for abscesses and fistulas, proctocolectomy, restorative proctocolectomy, vaginal surgery, cataract surgery, or a combination thereof.


The term “pharmaceutically acceptable” as used throughout this specification is consistent with the art and means compatible with the other ingredients of a pharmaceutical composition and not deleterious to the recipient thereof.


As used herein, “carrier” or “excipient” includes any and all solvents, diluents, buffers (such as, e.g., neutral buffered saline or phosphate buffered saline), solubilisers, colloids, dispersion media, vehicles, fillers, chelating agents (such as, e.g., EDTA or glutathione), amino acids (such as, e.g., glycine), proteins, disintegrants, binders, lubricants, wetting agents, emulsifiers, sweeteners, colorants, flavourings, aromatisers, thickeners, agents for achieving a depot effect, coatings, antifungal agents, preservatives, stabilisers, antioxidants, tonicity controlling agents, absorption delaying agents, and the like. The use of such media and agents for pharmaceutical active components is well known in the art. Such materials should be non-toxic and should not interfere with the activity of the cells or active components.


The precise nature of the carrier or excipient or other material will depend on the route of administration. For example, the composition may be in the form of a parenterally acceptable aqueous solution, which is pyrogen-free and has suitable pH, isotonicity and stability. For general principles in medicinal formulation, the reader is referred to Cell Therapy: Stem Cell Transplantation, Gene Therapy, and Cellular Immunotherapy, by G. Morstyn & W. Sheridan eds., Cambridge University Press, 1996; and Hematopoietic Stem Cell Therapy, E. D. Ball, J. Lister & P. Law, Churchill Livingstone, 2000.


The pharmaceutical composition can be applied parenterally, rectally, orally or topically. Preferably, the pharmaceutical composition may be used for intravenous, intramuscular, subcutaneous, peritoneal, peridural, rectal, nasal, pulmonary, mucosal, or oral application. In a preferred embodiment, the pharmaceutical composition according to the invention is intended to be used as an infuse. The skilled person will understand that compositions which are to be administered orally or topically will usually not comprise cells, although it may be envisioned for oral compositions to also comprise cells, for example when gastro-intestinal tract indications are treated. Each of the cells or active components as discussed herein may be administered by the same route or may be administered by a different route. By means of example, and without limitation, cells may be administered parenterally and other active components may be administered orally. In some cases, the composition or pharmaceutical composition may by intramuscular injection. In some cases, the composition or pharmaceutical composition may by intravascular injection.


Liquid pharmaceutical compositions may generally include a liquid carrier such as water or a pharmaceutically acceptable aqueous solution. For example, physiological saline solution, tissue or cell culture media, dextrose or other saccharide solution or glycols such as ethylene glycol, propylene glycol or polyethylene glycol may be included.


The composition may include one or more cell protective molecules, cell regenerative molecules, growth factors, anti-apoptotic factors or factors that regulate gene expression in the cells. Such substances may render the cells independent of their environment.


Such pharmaceutical compositions may contain further components ensuring the viability of the cells therein. For example, the compositions may comprise a suitable buffer system (e.g., phosphate or carbonate buffer system) to achieve desirable pH, more usually near neutral pH, and may comprise sufficient salt to ensure isoosmotic conditions for the cells to prevent osmotic stress. For example, suitable solution for these purposes may be phosphate-buffered saline (PBS), sodium chloride solution, Ringer's Injection or Lactated Ringer's Injection, as known in the art. Further, the composition may comprise a carrier protein, e.g., albumin (e.g., bovine or human albumin), which may increase the viability of the cells.


Further suitably pharmaceutically acceptable carriers or additives are well known to those skilled in the art and for instance may be selected from proteins such as collagen or gelatine, carbohydrates such as starch, polysaccharides, sugars (dextrose, glucose and sucrose), cellulose derivatives like sodium or calcium carboxymethylcellulose, hydroxypropyl cellulose or hydroxypropylmethyl cellulose, pregeletanized starches, pectin agar, carrageenan, clays, hydrophilic gums (acacia gum, guar gum, arabic gum and xanthan gum), alginic acid, alginates, hyaluronic acid, polyglycolic and polylactic acid, dextran, pectins, synthetic polymers such as water-soluble acrylic polymer or polyvinylpyrrolidone, proteoglycans, calcium phosphate and the like.


If desired, cell preparation can be administered on a support, scaffold, matrix or material to provide improved tissue regeneration. For example, the material can be a granular ceramic, or a biopolymer such as gelatine, collagen, or fibrinogen. Porous matrices can be synthesized according to standard techniques (e.g., Mikos et al., Biomaterials 14: 323, 1993; Mikos et al., Polymer 35:1068, 1994; Cook et al., J. Biomed. Mater. Res. 35:513, 1997). Such support, scaffold, matrix or material may be biodegradable or non-biodegradable. Hence, the cells may be transferred to and/or cultured on suitable substrate, such as porous or non-porous substrate, to provide for implants.


The pharmaceutical compositions may comprise one or more pharmaceutically acceptable salts. The term “pharmaceutically acceptable salts” refers to salts prepared from pharmaceutically acceptable non-toxic bases or acids including inorganic or organic bases and inorganic or organic acids. Salts derived from inorganic bases include aluminum, ammonium, calcium, copper, ferric, ferrous, lithium, magnesium, manganic salts, manganous, potassium, sodium, zinc, and the like. Particularly preferred are the ammonium, calcium, magnesium, potassium, and sodium salts. Salts derived from pharmaceutically acceptable organic non-toxic bases include salts of primary, secondary, and tertiary amines, substituted amines including naturally occurring substituted amines, cyclic amines, and basic ion exchange resins, such as arginine, betaine, caffeine, choline, N,N′-dibenzylethylenediamine, diethylamine, 2-diethylaminoethanol, 2-dimethylaminoethanol, ethanolamine, ethylenediamine, N-ethyl-morpholine, N-ethylpiperidine, glucamine, glucosamine, histidine, hydrabamine, isopropylamine, lysine, methylglucamine, morpholine, piperazine, piperidine, polyamine resins, procaine, purines, theobromine, triethylamine, trimethylamine, tripropylamine, tromethamine, and the like. The term “pharmaceutically acceptable salt” further includes all acceptable salts such as acetate, lactobionate, benzenesulfonate, laurate, benzoate, malate, bicarbonate, maleate, bisulfate, mandelate, bitartrate, mesylate, borate, methylbromide, bromide, methylnitrate, calcium edetate, methylsulfate, camsylate, mucate, carbonate, napsylate, chloride, nitrate, clavulanate, N-methylglucamine, citrate, ammonium salt, dihydrochloride, oleate, edetate, oxalate, edisylate, pamoate (embonate), estolate, palmitate, esylate, pantothenate, fumarate, phosphate/diphosphate, gluceptate, polygalacturonate, gluconate, salicylate, glutamate, stearate, glycollylarsanilate, sulfate, hexylresorcinate, subacetate, hydrabamine, succinate, hydrobromide, tannate, hydrochloride, tartrate, hydroxynaphthoate, teoclate, iodide, tosylate, isothionate, triethiodide, lactate, panoate, valerate, and the like which can be used as a dosage form for modifying the solubility or hydrolysis characteristics or can be used in sustained release or pro-drug formulations. It will be understood that, as used herein, references to specific agents (e.g., neuromedin U receptor agonists or antagonists), also include the pharmaceutically acceptable salts thereof.


Methods of administrating the pharmacological compositions, including agents, cells, agonists, antagonists, antibodies or fragments thereof, to an individual include, but are not limited to, intradermal, intrathecal, intramuscular, intraperitoneal, intravenous, subcutaneous, intranasal, epidural, by inhalation, and oral routes. The compositions can be administered by any convenient route, for example by infusion or bolus injection, by absorption through epithelial or mucocutaneous linings (for example, oral mucosa, rectal and intestinal mucosa, and the like), ocular, and the like and can be administered together with other biologically-active agents. Administration can be systemic or local. In addition, it may be advantageous to administer the composition into the central nervous system by any suitable route, including intraventricular and intrathecal injection. Pulmonary administration may also be employed by use of an inhaler or nebulizer, and formulation with an aerosolizing agent. It may also be desirable to administer the agent locally to the area in need of treatment; this may be achieved by, for example, and not by way of limitation, local infusion during surgery, topical application, by injection, by means of a catheter, by means of a suppository, or by means of an implant.


Therapy or treatment according to the invention may be performed alone or in conjunction with another therapy, and may be provided at home, the doctor's office, a clinic, a hospital's outpatient department, or a hospital. Treatment generally begins at a hospital so that the doctor can observe the therapy's effects closely and make any adjustments that are needed. The duration of the therapy depends on the age and condition of the patient, the stage of the cancer, and how the patient responds to the treatment. Additionally, a person having a greater risk of developing an inflammatory response (e.g., a person who is genetically predisposed or predisposed to allergies or a person having a disease characterized by episodes of inflammation) may receive prophylactic treatment to inhibit or delay symptoms of the disease.


Delivery of Modulating Agents and Pharmaceutical Compositions

Various delivery systems are known and can be used to administer the agents and pharmacological compositions including, but not limited to, encapsulation in liposomes, microparticles, microcapsules; minicells; polymers; capsules; tablets; and the like. In one embodiment, the agent may be delivered in a vesicle, in particular a liposome. In a liposome, the agent is combined, in addition to other pharmaceutically acceptable carriers, with amphipathic agents such as lipids which exist in aggregated form as micelles, insoluble monolayers, liquid crystals, or lamellar layers in aqueous solution. Suitable lipids for liposomal formulation include, without limitation, monoglycerides, diglycerides, sulfatides, lysolecithin, phospholipids, saponin, bile acids, and the like. Preparation of such liposomal formulations is within the level of skill in the art, as disclosed, for example, in U.S. Pat. Nos. 4,837,028 and 4,737,323. In yet another embodiment, the pharmacological compositions can be delivered in a controlled release system including, but not limited to: a delivery pump (See, for example, Saudek, et al., New Engl. J. Med. 321: 574 (1989) and a semi-permeable polymeric material (See, for example, Howard, et al., J. Neurosurg. 71: 105 (1989)). Additionally, the controlled release system can be placed in proximity of the therapeutic target (e.g., a tumor), thus requiring only a fraction of the systemic dose. See, for example, Goodson, In: Medical Applications of Controlled Release, 1984. (CRC Press, Boca Raton, Fla.).


Delivery of Modulating Agents that are Polynucleotides


In cases in which the modulating agents are polynucleotides, they may be delivered to cell using suitable methods. In some embodiments, the polynucleotides may be packaged in viruses or particles, or conjugated to a vehicle for delivering into cells.


In some embodiments, the methods include packaging the polynucleotides in viruses and transducing cell with the viruses. Transduction or transducing herein refers to the delivery of a polynucleotide molecule to a recipient cell either in vivo or in vitro, by infecting the cells with a virus carrying that polynucleotide molecule. The virus may be a replication-defective viral vector. In some examples, the viruses may be virus (e.g. retroviruses, replication defective retroviruses, adenoviruses, replication defective adenoviruses, and adeno-associated viruses (AAVs)), and lentiviruses.


In some examples, the viruses are lentiviruses. Lentiviruses are complex retroviruses that have the ability to infect and express their genes in both mitotic and post-mitotic cells. Examples of lentiviruses include human immunodeficiency virus (HIV) (e.g., strain 1 and strain 2), simian immunodeficiency virus (SIV), feline immunodeficiency virus (FIV), BLV, EIAV, CEV, and visna virus. Lentiviruses may be used for nondividing or terminally differentiated cells such as neurons, macrophages, hematopoietic stem cells, retinal photoreceptors, and muscle and liver cells, cell types for which previous gene therapy methods could not be used. A vector containing such a lentivirus core (e.g. gag gene) can transduce both dividing and non-dividing cells.


In certain embodiments, the viruses are adeno-associated viruses (AAVs). AAVs are naturally occurring defective viruses that require helper viruses to produce infectious particles (Muzyczka, N., Curr. Topics in Microbiol. Immunol. 158:97 (1992)). It is also one of the few viruses that can integrate its DNA into nondividing cells. Vectors containing as little as 300 base pairs of AAV can be packaged and can integrate, but space for exogenous DNA is limited to about 4.5 kb. In some cases, an AAV vector may include all the sequences necessary for DNA replication, encapsidation, and host-cell integration. The recombinant AAV vector can be transfected into packaging cells which are infected with a helper virus, using any standard technique, including lipofection, electroporation, calcium phosphate precipitation, etc. Appropriate helper viruses include adenoviruses, cytomegaloviruses, vaccinia viruses, or herpes viruses. Once the packaging cells are transfected and infected, they will produce infectious AAV viral particles which contain the polynucleotide construct. These viral particles are then used to transduce eukaryotic cells.


Methods of non-viral delivery of nucleic acids include lipofection, nucleofection, microinjection, biolistics, virosomes, liposomes, immunoliposomes, polycation or lipid:nucleic acid conjugates, naked DNA, artificial virions, and agent-enhanced uptake of DNA. Lipofection is described in e.g., U.S. Pat. Nos. 5,049,386, 4,946,787; and 4,897,355) and lipofection reagents are sold commercially (e.g., Transfectam™ and Lipofectin™). Cationic and neutral lipids that are suitable for efficient receptor-recognition lipofection of polynucleotides include those of Felgner, International Patent Publication Nos. WO 91/17424 and WO 91/16024. Delivery can be to cells (e.g. in vitro or ex vivo administration) or target tissues (e.g. in vivo administration). Physical methods of introducing polynucleotides may also be used. Examples of such methods include injection of a solution containing the polynucleotides, bombardment by particles covered by the polynucleotides, soaking a cell, tissue sample or organism in a solution of the polynucleotides, or electroporation of cell membranes in the presence of the polynucleotides.


Examples of delivery methods and vehicles include viruses, nanoparticles, exosomes, nanoclews, liposomes, lipids (e.g., LNPs), supercharged proteins, cell permeabilizing peptides, and implantable devices. The nucleic acids, proteins and other molecules, as well as cells described herein may be delivered to cells, tissues, organs, or subjects using methods described in paragraphs [00117] to [00278] of Feng Zhang et al., (WO2016106236A1), which is incorporated by reference herein in its entirety.


Single Nuclei Sequencing

In certain embodiments, single nuclei sequencing of tissues is used to identify single nuclei that express a gene associated with a disease as described herein. In certain embodiments, the expression of the gene is determined in single nuclei obtained from a healthy tissue sample, such that normal expression of the gene is determined. In certain embodiments, the tissue is a frozen tissue sample.


In certain embodiments, the invention involves single nucleus RNA sequencing. In this regard reference is made to Swiech et al., 2014, “In vivo interrogation of gene function in the mammalian brain using CRISPR-Cas9” Nature Biotechnology Vol. 33, pp. 102-106; Habib et al., 2016, “Div-Seq: Single-nucleus RNA-Seq reveals dynamics of rare adult newborn neurons” Science, Vol. 353, Issue 6302, pp. 925-928; Habib et al., 2017, “Massively parallel single-nucleus RNA-seq with DroNc-seq” Nat Methods. 2017 October; 14(10):955-958; International Patent Application No. PCT/US2016/059239, published as WO 2017/164936 on Sep. 28, 2017; International Patent Application No. PCT/US2018/060860, published as WO 2019/094984 on May 16, 2019; International Patent Application No. PCT/US2019/055894, published as WO 2020/077236 on Apr. 16, 2020; and Drokhlyansky, et al., “The enteric nervous system of the human and mouse colon at a single-cell resolution,” bioRxiv 746743; doi: doi.org/10.1101/746743, which are herein incorporated by reference in their entirety.


Previously, Applicants developed single nucleus RNA sequencing as a method to profile the expression of single cells. The outer membrane of the nucleus is continuous with the rough endoplasmic reticulum (RER). The RER is a site of RNA translation. Preserving a portion of it with the nucleus improves RNA recovery and single cell expression profiling. Applicants can isolate nuclei using different buffer compositions. The compositions of nuclei isolation solutions that worked best preserve a portion of the nuclear outer membrane/RER along with ribosomes as determined by electron microscopy.


Applicants performed single nucleus RNA profiling of cells from tissues using four cell lysis compositions (Nuclei EZ lysis buffer, SIGMA, CST, NST and TST).


Tween-20, and Nonidet P-40/IGEPAL CA-630 are both non-ionic detergents. CHAPS is a zwitterionic detergent. In certain embodiments, another zwitterionic detergents is used. Applicants used fixed salts concertation for the tests, although Applicants did try hypotonic solutions. The salts concentration was based on cellular concentrations of salts and what has been previously reported. Applicants used 146 mM NaCl, 1 mM CaCl2), and 21 mM MgCl2. The NaCl concentration can likely be varied up to 300 mM, or completely eliminated, and replaced with another salt such as KCl (as has been done in various biochemistry preparations as needed). Similar, CaCl2) can likely be replaced with other calcium containing salts and concentrations can be increased to 20 mM or more. The same is true for varying MgCl2 or adding in other salts.


Applicants examined these nuclei preparations with electron microscopy and found that they preserved a portion of the outer nuclear envelope/RER with the nuclei. As a comparison, Applicants tested the commercial Nuclei EZ lysis buffer from Sigma, which did not preserve the nuclear envelope. CST with 0.49% CHAPS was the top extraction solution with the highest score and lowest contamination. The nuclei have a nuclear membrane (not double membrane in all places), the membrane contiguous with RER and has ribosomes, and mitochondrial contamination was reduced.


Applicants found that the CST buffer has a lower intron/exon ratio compared to nuclei-only preps with EZ lysis reagent supporting more spliced RNA. The Intron/Exon ratio for each were as follows: CST=1.27904; EZ frozen=1.642955; and EZ chop=2.081659.


Buffers used to extract nuclei are described below:






















Detergent






Buffer

concentration

Additives


Composition
Buffer
conc.
Detergent
(%)
Salt conc.
concentration





















ST
Tris
10 mM


146 mM NaCl,








1 mM CaCl2,







21 mM MgCl2


CST
Tris
10 mM
CHAPS
0.49
146 mM NaCl,
0.01% BSA







1 mM CaCl2,







21 mM MgCl2


TST
Tris
10 mM
Tween-20
0.03
146 mM NaCl,
0.01% BSA







1 mM CaCl2,







21 mM MgCl2


NSTnPo
Tricine
20 mM
NP40
0.2
146 mM NaCl,
0.15 mM spermine







1 mM CaCl2,
0.5 mM spermidine







21 mM MgCl2
0.01% BSA


NST
Tris
10 mM
NP40
0.2
146 mM NaCl,
0.01% BSA







1 mM CaCl2,







21 mM MgCl2









In certain embodiments, dimension reduction is used to cluster nuclei from single cells based on differentially expressed genes. In certain embodiments, the dimension reduction technique may be, but is not limited to, Uniform Manifold Approximation and Projection (UMAP) or t-SNE (see, e.g., Becht et al., Evaluation of UMAP as an alternative to t-SNE for single-cell data, bioRxiv 298430; doi.org/10.1101/298430; and Becht et al., Dimensionality reduction for visualizing single-cell data using UMAP, Nature Biotechnology volume 37, pages 38-44 (2019)).


EXAMPLES
Example 1

This example demonstrates the feasibility of applying single-nucleus RNA-seq methods to frozen, banked donor tissue in order to generate single-cell atlases across the human body. Applicants applied four different nuclei extraction methods to eight human tissue types. For each extraction method and tissue type, tissue from three donors was assayed. Extracted nuclei transcriptomes were then profiled using droplet-based methods. For skeletal muscle nuclei, applicants observed nuclei heterogeneity. One example was the expression of the Duchenne muscular dystrophy disease gene, DMD, in a subset of nuclei. The data are shown in Tables 1A, 1B, 2A, 2B, 3A, 3B, 4A, and 4B, and FIGS. 1, 2, 3A, 3B, 3C, 3D, and 3E.


The following nuclei extractions were performed and subsequently processed for profiling:


Nuclei were extracted using the Nuclei EZ Prep (NUC101-1KT, Sigma-Aldrich) as described (N. Habib et al., Massively parallel single-nucleus RNA-seq with DroNc-seq. Nat. Methods. 14, 955-958 (2017)), with the following modifications. The tissues were dounce homogenized with a 7 mL Dounce Tissue Grinder (VWR 22877-280) (20 times pestle A, 20 times pestle B) and buffer volumes were increased to 5 mL for homogenization.


Fresh-frozen tissues were disaggregated in 1 mL of custom nuclear extraction buffer (CST, NST, TST) with mild chopping by Tungsten Carbide Straight 11.5 cm Fine Scissors (14558-11, Fine Science Tools, Foster City, Calif.) for 10 minutes on ice. Large debris were removed with a 40 m strainer (Falcon). An additional 1 mL of buffer was used to wash the filter before proceeding to fluorescence-activated cell sorting (FACS). For droplet-based RNA-Seq, nuclei were isolated as described above, but with the addition of 3 ml of ST (Salts and Tris) to extracted nuclei. Nuclei were then pelleted at 500 g for 5 mins at 4° C. Supernatant was discarded and the nuclei pellet was resuspended in 100-500 μL of ST buffer (Salts and Tris) before filtering through a 40 μm strainer-capped round bottom tube (Falcon).


Various modifications and variations of the described methods, pharmaceutical compositions, and kits of the invention will be apparent to those skilled in the art without departing from the scope and spirit of the invention. Although the invention has been described in connection with specific embodiments, it will be understood that it is capable of further modifications and that the invention as claimed should not be unduly limited to such specific embodiments. Indeed, various modifications of the described modes for carrying out the invention that are obvious to those skilled in the art are intended to be within the scope of the invention. This application is intended to cover any variations, uses, or adaptations of the invention following, in general, the principles of the invention and including such departures from the present disclosure come within known customary practice within the art to which the invention pertains and may be applied to the essential features herein before set forth.

Claims
  • 1. A composition for specifically targeting a nuclei type in a multinucleated cell or population of multinucleated cells, wherein the composition comprises one or more nucleotide sequences operably linked to one or more regulatory sequences specifically active in the nuclei.
  • 2. The composition of claim 1, wherein the multinucleated cell is selected from the group consisting of a skeletal muscle cell, cardiac muscle cell, liver cell, and placenta cell.
  • 3. The composition of claim 1 or 2, wherein the one or more regulatory sequences comprises a promoter active in the nuclei.
  • 4. The composition of any of claims 1 to 3, wherein the one or more regulatory sequences comprises an enhancer active in the nuclei.
  • 5. The composition of any of claims 1 to 4, further comprising one or more viral vectors selected from the group consisting of adeno-associated virus (AAV) vectors, lentivirus vectors, and adenovirus vectors.
  • 6. The composition of claim 5, wherein the viral vector is a recombinant AAV (rAAV) vector.
  • 7. The composition of claim 6, wherein the rAAV is selected from the group consisting of rAAV6, rAAV1, rAAV7, rAAV8, and rAAV 9.
  • 8. The composition of claim 7, wherein the rAAV is rAAV6.
  • 9. The composition of any of claims 1 to 4, wherein the composition is a nucleoprotein complex.
  • 10. The composition of any of claims 1 to 9, wherein the one or more nucleotide sequences encodes one or more components of: a CRISPR system, a zinc finger nuclease system, a TALE system, a TALEN system, a meganuclease, antisense oligonucleotide, or RNAi system.
  • 11. The composition of any of claims 1 to 10, further comprising a homologous donor template.
  • 12. The composition of claim 10, wherein the CRISPR system is a Class 1 or Class 2 CRISPR system.
  • 13. The composition of claim 12, wherein the Class 2 system comprises a Type II Cas polypeptide.
  • 14. The composition of claim 13, wherein the Type II Cas is a Cas9.
  • 15. The composition of claim 12, wherein the Class 2 system comprises a Type V Cas polypeptide.
  • 16. The composition of claim 15, wherein the Type V Cas is Cas12a, Cas12b, Cas12c, Cas12d (CasY), Cas12e(CasX), or Cas14.
  • 17. The composition of claim 12, wherein the Class 2 system comprises a Type VI Cas polypeptide.
  • 18. The composition of claim 17, wherein the Type VI Cas is Cas13a, Cas13b, Cas13c or Cas13d.
  • 19. The composition of any of claims 12 to 18, wherein the CRISPR system comprises an inactivated CRISPR enzyme (dCas) fused or otherwise linked to a nucleotide deaminase.
  • 20. The composition of claim 19, wherein the nucleotide deaminase is a cytidine deaminase or an adenosine deaminase.
  • 21. The composition of claim 19, wherein the dCas is a dCas9, dCas12, or dCas13.
  • 22. The composition of claim 19, wherein the nucleotide deaminase is capable of DNA editing.
  • 23. The composition of claim 19, wherein the nucleotide deaminase is capable of altering mRNA splicing by editing mRNA.
  • 24. The composition of any of claims 1 to 10, further comprising an AAV replication system capable of generating antisense DNA molecules or homologous donor templates.
  • 25. The composition of any of claims 1 to 24, wherein the one or more regulatory sequences are derived from endogenous regulatory sequences that control expression of one or more myocyte nuclei specific genes selected from the group consisting of: a) PDK4, PDE4D, DMD, NEB, TTN, SVIL, RP11-434D9.1, MLIP, PDLIM5 and EYA4; orb) TTN, NEB, MLIP, SVIL, DMD, NEXN, RP11-362A9.3, PDE4D, FBXO32 and TRDN; orc) PDE4D, NEB, TRIM63, MLIP, EYA4, FBXO32, TBC1D8, TTN, GBE1 and DMD; ord) RP11-434D9.1, ART3, EMC10, SVIL, NEXN, BCL6, DMD, MYO18B, SESN1 and TTN; ore) GBE1, PDE4D, DMD, MLIP, EYA4, NEAT1, ACACB, UBE2E2, TBC1D8 and KIAA1217; orf) NEAT1, MALAT1, BCL6, NEXN, DMD, NEDD4, TNNT3, ART3, SESN1 and SVIL; org) MLIP, PDE4D, DMD, SVIL, RP11-362A9.3, NEB, TTN, EYA4, NEXN and FBXO32; orh) genes in Table 1A cluster 2; ori) genes in Table 1A cluster 0; orj) genes in Table 2A cluster 2; ork) genes in Table 2A cluster 0; orl) genes in Table 3A cluster 2; orm) genes in Table 3A cluster 0; orn) genes in Table 4A cluster 0,whereby the composition is specific to nuclei expressing the one or more markers.
  • 26. The composition of claim 25, wherein the one or more regulatory sequences comprises a promoter specific to the one or more genes.
  • 27. The composition of claim 25, wherein the one or more regulatory sequences comprises an enhancer specific to the one or more genes.
  • 28. The composition of any of claims 25 to 27 for use in treating muscular dystrophy in a subject in need thereof, wherein the composition is capable of altering expression of dystrophin in the specific nuclei.
  • 29. The composition of claim 28, wherein the muscular dystrophy is Duchenne's muscular dystrophy (DMD).
  • 30. The composition of claim 28, wherein the muscular dystrophy is Becker muscular dystrophy (BMD).
  • 31. The composition of any of claims 28 to 30, wherein the nucleotide sequence encodes an antisense oligonucleotide or antisense nucleotide system capable of inducing exon skipping in dystrophin mRNA.
  • 32. The composition of claim 31, wherein the antisense oligonucleotide or antisense nucleotide system induces exon skipping at exon 43, 44, 50, 51, 52 or 55.
  • 33. The composition of any of claims 28 to 30, wherein the nucleotide sequence encodes an exogenous dystrophin gene or functional fragment.
  • 34. The composition of any of claims 28 to 30, wherein the CRISPR system, zinc finger nuclease system, or TALE system edits a splice site in dystrophin mRNA.
  • 35. The composition of claim 34, wherein the splice site is within 50 bases from exon 43, 44, 50, 51, 52, or 55 in dystrophin mRNA.
  • 36. The composition of any of claims 28 to 30, wherein the CRISPR system, zinc finger nuclease system, TALEN system, or a meganuclease specifically cuts the endogenous dystrophin gene.
  • 37. The composition of claim 36, further comprising a means for generating a homologous donor template specific for repairing the endogenous dystrophin gene.
  • 38. The composition of any of claims 1 to 25 for use in treating a monogenic disease associated with multinucleated cells in a subject in need thereof, wherein the composition is capable of altering expression of the gene causing the disease in the specific nuclei where the gene is normally expressed in a healthy subject.
  • 39. The composition of claim 38, wherein the disease is autosomal dominant, autosomal recessive, X-linked recessive, or X-linked dominant.
  • 40. The composition according to any of the preceding claims, wherein the gene is altered exclusively in nuclei where it is expressed in a normal subject.
  • 41. The composition according to any of the preceding claims, wherein the regulatory sequence is not the CMV, CK8, MHCK7, MCK, MB, ACTA1, TPM2, TPM3 or CKM promoter.
  • 42. A method of treating muscular dystrophy in a subject in need thereof comprising administering a composition according to any one of claims 28 to 37 to the subject.
  • 43. The method of claim 42, wherein the composition is administered by intramuscular or intravascular injection.
  • 44. A method of treating a monogenic disease associated with multinucleated cells in a subject in need thereof comprising administering a composition according to any one of claims 38 or 41 to the subject.
  • 45. The method of claim 44, wherein the composition is administered by intramuscular or intravascular injection.
CROSS-REFERENCE TO RELATED APPLICATIONS

This application claims the benefit of U.S. Provisional Application No. 62/847,668, filed May 14, 2019. The entire contents of the above-identified application are hereby fully incorporated herein by reference.

PCT Information
Filing Document Filing Date Country Kind
PCT/US2020/032933 5/14/2020 WO
Provisional Applications (1)
Number Date Country
62847668 May 2019 US