METHODS FOR TREATING FLAVIVIRUSES AND ZIKA INFECTIONS

Information

  • Patent Application
  • 20210052621
  • Publication Number
    20210052621
  • Date Filed
    January 17, 2018
    6 years ago
  • Date Published
    February 25, 2021
    3 years ago
Abstract
There are provided, inter alia, methods of treatment of Zika virus infection.
Description
BACKGROUND OF THE INVENTION

Human infection with ZIKA virus (ZIKV), a mosquito-borne flavivirus, has spread rapidly since the 2015 outbreak in Brazil, and the World Health Organization declared ZIKV infection an International Public Health Emergency in 2016. ZIKV was discovered in 1947 and, although it had previously caused only sporadic disease in Africa and Asia, more recent outbreaks occurred in Micronesia in 2007 and in French Polynesia in 2013. ZIKV infection has been identified as the etiological agent of severe neurological defects, including microcephaly during fetal development and neuronal injury associated with Guillain-Barré syndrome in adults. New modes of viral transmission, including maternal-fetal and sexual transmission have been reported. ZIKV can infect human skin explants, peripheral blood mononuclear cells, human neuroprogenitor cells, and human cerebral organoids. In mouse models, ZIKV may be neurotropic.


ZIKV and other members of the Flaviviridae family, such as dengue (DENV), West Nile (WNV), yellow fever (YFV), and Japanese encephalopathy (JEV), are positive (+) single-stranded RNA viruses. The ZIKV genome encodes a single polyprotein precursor that is cleaved by viral and host proteases to produce three structural and seven nonstructural proteins. Although our understanding of the molecular mechanisms involved in ZIKV infection of human cells has increased dramatically in the past few years, key determinants of ZIKV pathogenicity, such as cell-type specificity, mode of entry, and host factors essential for replication, are still largely unknown. In particular, there is a large gap in our understanding of the genetic and epigenetic regulatory mechanisms governing the viral life cycle and viral interactions with host cells.


Solutions to this and other problems in the art are provided. Specifically, we discovered a number of FDA approved drugs that can be used to treat ZIKV infections and possibly other flaviviruses including Dengue, West Nile, JEV, and HCV. Specifically, we performed cell-based screens using libraries of compounds containing antiviral drugs and other available potential antiviral like compounds. We have accordingly identified FDA approved drugs that inhibit ZIKV in vitro and in vivo. These drugs are well tolerated in many cell lines including stem cells and mice and potently inhibit ZIKV infection.


BRIEF SUMMARY OF THE INVENTION

In a first aspect, there is provided a method of treating a Zika viral infection. The method includes administering to a subject in need thereof an effective amount of a compound as set forth in any of FIG. 1A, 1B, 2, 3, 6, 8, or 9.


In another aspect, there is provided a method of treating a Zika viral infection. The method includes administering to a subject in need thereof an effective amount of an NS5 polymerase inhibitor.


In another aspect, there is provided a method of treating a Zika viral infection. The method includes administering to a subject in need thereof an effective amount of an HIV protease inhibitor.


In another aspect, there is provided a method of treating a Zika viral infection. The method includes administering to a subject in need thereof an effective amount of a calcium channel blocker.


In another aspect, there is provided a method of treating a Zika viral infection. The method includes administering to a subject in need thereof a combined effective amount of a therapeutic composition including an NS5 polymerase inhibitor and a HIV protease inhibitor.


In another aspect, there is provided a method of treating a Zika viral infection. The method includes administering to a subject in need thereof an effective amount of a protein or a gene encoding the protein. In embodiments, the protein is a ZIKV non-structural (NS) protein. In embodiments, the ZIKV non-structural protein is NS5. In embodiments, the protein is NS5 RNA polymerase. In embodiment, the ZIKV non-structural protein is NS2B-NS3. In embodiments, the protein is NS2B-NS3 protease.





BRIEF DESCRIPTION OF THE DRAWINGS


FIGS. 1A-1B. FIG. 1A: Antiviral activity of approved drugs/clinical molecules library was tested against Zika virus in human 293 T cells at the MOI of 5. Cells were pretreated with drugs (10 μM) for 1 hour and infected with ZIKV (MOI=5). After 24 hours of infection, mRNA was isolated and the levels of cellular ZIKV was determined by qRT-PCR. FIG. 1B: Methyl transferase inhibitors potently reduced ZIKV replication. Methods were as described in FIG. 1A.



FIGS. 2A-2D. Dose dependent inhibition of Zika virus in 293 T cells by selected antiviral molecules (at the MOI of 5 using different concentration of drugs, ICso was calculated). FIG. 2A—Lopinavir. FIG. 2B—Daclatasvir. FIG. 2C—Oxyclozanide. FIG. 2D—Rafoxanide.



FIGS. 3A-3B. Synergistic activity of lopinavir and ritonavir. 293 T cells were pretreated with indicated drugs and after 1 hour, the cells were infected with ZIKV at the MOI of 5. After 24 hours, proteins were analyzed by western blotting (FIG. 3A) and mRNA was isolated and the levels of cellular ZIKV was determined by qRT-PCR (FIG. 3B).



FIG. 4. Experimental outline to determine the drug efficacy for ZIKV inhibition in vivo.



FIGS. 5A-5D. Protease inhibitors reduced ZIKV in animals (brain—FIG. 5A; blood—FIG. 5B; testes—FIG. 5C; spleen—FIG. 5D) both as prophylaxis and therapeutic regimens.



FIG. 6. Screening of additional compounds for ZIKA levels using Vero cells (in 10 μM concentration). Methods of screening were as described herein. Viral RNA released was analyzed by qRT-PCR for ZIKA. Compounds (left to right): control, berberine, fluoxetine, formoterol, genistine, U0126, dibucaine, pirlindole, suramin, mycophenolic acid, polyhydroxyalkanoates, (PHA) and niclosamide.



FIG. 7. Screening of additional compounds for ZIKA levels using Vero cells (in 10 μM concentration) as described for FIG. 6. Compounds (left to right): clomiphene, amphotericin B, and toremifene.



FIG. 8. Screening of additional compounds for ZIKA levels using Vero cells (in 10 μM concentration) as described for FIG. 6. Compounds providing hits: ganciclovir, procaine hydrochloride, zidovudine, aciclovir, drostanolone propionate, dapivirine (TMC120), tilorone hydrochloride (2,7-bis[2-(diethylamino)ethoxy]-9H-fluoren-9-one, HCl), and Docosanol.



FIGS. 9A-9K. ZIKA inhibition by various drugs in 293 cells at 20 μM, visualized by immune staining. Drugs: mock (FIG. 9A), DMSO (FIG. 9B), PHA-690509 (FIG. 9C), formoterol (FIG. 9D), fluoxetine (FIG. 9E), genistein (FIG. 9F), U0126 (FIG. 9G), berberine (FIG. 9H), dibucaine (FIG. 9I), pirlindole (FIG. 9J), and suramin (FIG. 9K). Left panels: DAPI; right panels: ZIKV.



FIGS. 10A-10E. Variable ZIKV Infection and Replication Levels in Different Cell Types. Immunohistochemistry of ZIKV gene expression in microglial (FIG. 10A), fibroblast (BJ) (FIG. 10B), kidney (293FT) (FIG. 10C), and macrophage (THP-1) (FIG. 10D) cell lines at 24 h post-infection. Cells were stained with anti-flavivirus envelope protein (ZIKVE), and nuclei were visualized with Hoechst 33258. FIG. 10E: ZIKV replication assessed by one-step RT-qPCR analysis of viral supernatants at the indicated times post-infection. Data are presented as the mean±SEM of n=3. *p<0.05, **p<0.01, ***p<0.001; ns, not significant by two-way ANOVA.



FIGS. 11A-11E. Circos plots of transcriptional changes in microglia (FIG. 11A), BJ (FIG. 11B), 293FT (FIG. 11C), and THP-1 derived macrophages (FIG. 11D) cells at 24 h post-infection. The outer circles represent the expression levels of the transcripts before infection. The inner circles represent the differentially expressed genes, with the size of the lines indicating the fold change in expression. Genes upregulated and downregulated by ZIKV infection are shown, respectively. (FIG. 11E) Circos plot showing differentially expressed genes in all four cell types. The number of differentially expressed genes and the magnitude of the expression change are inversely correlated with ZIKV expression. Upregulated genes are in red and downregulated genes are in blue. Outer to inner circles: THP-1, 293FT, BJ, and microglia.



FIG. 12A-12E. Cell Type-Specific Differences in Steady-State Expression of Viral Response Genes Reveal Potential Antiviral Targets. (FIG. 12A) Hierarchical clustering of genes associated with “response to virus” in microglia, BJ, 293FT, and THP-1 derived macrophages before infection (top) and the fold change in expression of the same genes at 24 h post-ZIKV infection (bottom). Left scale bar: 0:10 represents gene expression log 2(RPKM+1) for all cell times. Right scale bar: −2:2 represents fold change in gene expressed between mock treated and ZIKV infected cells. Also see Table 1. (FIG. 12B) Pre-infection expression levels of genes associated with “response to virus,” showing high expression in THP-1 derived macrophages compared with microglia, BJ, and 293T cells. (FIG. 12C) Hierarchical clustering of genes associated with “cell surface” (top) and their associated fold change in expression following ZIKV infection (bottom). (FIG. 12D) Differential gene expression of cell surface proteins and receptors involved in cell activation, immune response, and cell surface signaling in THP-1 derived macrophages. (FIG. 12E) Gene ontology analysis of cell surface genes highly expressed specifically in THP-1 and lowly expressed in other cell lines.



FIGS. 13A-13G. Analysis of Differentially Expressed Genes Post-ZIKV Infection Identifies Key Pathways Exploited by ZIKV. (FIG. 13A) Hierarchical clustering of differentially expressed genes following ZIKV infection, showing cell type-specific transcriptional changes. Genes displayed have fold changes of >1.4 and p<0.05 in at least one cell type. The vertical bar to the right indicates the differentially expressed gene clusters described by color in the text. (FIG. 13B) Interactome of differentially expressed genes across all cell types. (FIG. 13C) Gene ontology analysis of “red cluster” genes (vertical bar in A), which are mostly upregulated in microglia and THP-1 derived macrophages and downregulated in 293FT and BJ cells. (FIG. 13D) Gene ontology analysis of “yellow cluster” genes, which are mostly downregulated in microglia and THP-1 derived macrophages and upregulated in 293FT and BJ cells. (FIG. 13E) Analysis of “green cluster” genes, which are upregulated only in THP-1, showing enrichment in genes that modulate the adaptive immune response and complement cascades. (FIG. 13F) Analysis of “magenta cluster” genes, which are upregulated in 293FT and THP-1 derived macrophages and downregulated in microglia and BJ cells, showing enrichment in genes that regulate viral receptor activity, endothelial cells, and angiogenesis. (FIG. 13G) Analysis of “blue cluster” genes, which are upregulated in microglia cells and downregulated in BJ, 293T, and THP-1 derived macrophages, showing enrichment in genes that regulate cellular and metabolic processes.



FIGS. 14A-14D. Nucleoside Metabolic Inhibitors Attenuate ZIKV Replication. (FIG. 14A) ZIKV replication assessed by RT-qPCR analysis 48 hours post-infection in mock, ZIKV only, ZIKV plus 1 μM floxuridine or ZIKV plus 10 μM floxuridine treated microglia. Data are presented as the mean±SEM of n=3. *p<0.05, **p<0.01 by t-test. (FIG. 14B) Immunohistochemistry of ZIKV gene expression in mock, ZIKV only, ZIKV plus 1 μM floxuridine (FUDX1) or ZIKV plus 10 μM floxuridine (FUDX10) treated microglia. Cells were stained with anti-flavivirus envelope protein (ZIKVE), and nuclei were visualized with Hoechst 33258. (FIG. 14C) ZIKV replication assessed by RT-qPCR analysis 48 hours post-infection in mock, ZIKV only, ZIKV plus fluorouracil or ZIKV plus 10 μM fluorouracil treated microglia. Data are presented as the mean±SEM of n=3. *p<0.05, **p<0.01 by t-test. (FIG. 14D) Immunohistochemistry of ZIKV gene expression in mock, ZIKV only, ZIKV plus 1 μM fluorouracil (FU1) or ZIKV plus 10 μM fluorouracil (FU10) treated microglia. Cells were stained with anti-flavivirus envelope protein (ZIKVE), and nuclei were visualized with Hoechst 33258.



FIGS. 15A-15E. Amplification of MR766 ZIKV in Vero and BHK Cells (related to FIGS. 10A-10E). (FIG. 15A). Immunohistochemical staining for ZIKV expression in Vero and BHK cells. (FIG. 15B) RT-qPCR analysis of Vero, BHK, microglia, BJ, 293T, and THP-1 cell supernatants. (FIG. 15C-15E) RT-qPCR analysis of innate immune response genes TLR3, IRF3, APOBEC in microglia, BJ and THP-1 derived macrophages, respectively.



FIGS. 16A-16F. Analysis of Viral Response and Immune-Related Genes Reveals Potential Antiviral Targets (related to FIGS. 12A-12E). (FIG. 16A) Heat map of genes highly expressed in microglia, BJ, and 293T cells, but not in THP-1 derived macrophages, from the analysis of “response to virus”-associated genes in FIG. 12A. Left scale bar: 0:10 represents gene expression log 2(RPKM+1) for all cell times. Right scale bar: −2:2 represents fold change in gene expressed between mock treated and ZIKV infected cells. (FIG. 16B-16D) Hierarchical clustering of differentially expressed genes related to “modulation by virus of host gene expression” (FIG. 16B), “viral transcription” (FIG. 16C), and “viral release from host cell” (FIG. 16D) between mock-infected cells (left) and their associated fold change in expression after ZIKV infection (right). (FIG. 16E) Scatterplot of immune response genes showing higher expression of immune-related genes in THP-1 derived macrophages compared with microglia cells. (FIG. 16F) Hierarchical clustering of differentially expressed genes related to “immune response” in mock-infected cells (top) and their associated fold change in expression after ZIKV infection (bottom). Also see Table 3.



FIGS. 17A-17D. Gene ontology analysis of differentially expressed genes in microglia (FIG. 17A), BJ (FIG. 17B), 293FT (FIG. 17C), and THP-1 (FIG. 17D) cells (related to FIGS. 13A-13G).





DETAILED DESCRIPTION OF THE INVENTION
Definitions

The following definitions are provided to facilitate understanding of certain terms used frequently herein and are not meant to limit the scope of the present disclosure. The abbreviations used herein have their conventional meaning within the chemical and biological arts. The chemical structures and formulae set forth herein are constructed according to the standard rules of chemical valency known in the chemical arts.


Where substituent groups are specified by their conventional chemical formulae, written from left to right, they equally encompass the chemically identical substituents that would result from writing the structure from right to left, e.g., —CH2O— is equivalent to —OCH2—.


The term “alkyl,” by itself or as part of another substituent, means, unless otherwise stated, a straight (i.e., unbranched) or branched carbon chain (or carbon), or combination thereof, which may be fully saturated, mono- or polyunsaturated and can include di- and multivalent radicals, having the number of carbon atoms designated (i.e., C1-C10 means one to ten carbons). Alkyl is not cyclized. Examples of saturated hydrocarbon radicals include, but are not limited to, groups such as methyl, ethyl, n-propyl, isopropyl, n-butyl, t-butyl, isobutyl, sec-butyl, (cyclohexyl)methyl, homologs and isomers of, for example, n-pentyl, n-hexyl, n-heptyl, n-octyl, and the like. An unsaturated alkyl group is one having one or more double bonds or triple bonds (e.g. alkene, alkyne). Examples of unsaturated alkyl groups include, but are not limited to, vinyl, 2-propenyl, crotyl, 2-isopentenyl, 2-(butadienyl), 2,4-pentadienyl, 3-(1,4-pentadienyl), ethynyl, 1- and 3-propynyl, 3-butynyl, and the higher homologs and isomers. An alkoxy is an alkyl attached to the remainder of the molecule via an oxygen linker (—O—).


The term “alkylene,” by itself or as part of another substituent, means, unless otherwise stated, a divalent radical derived from an alkyl, as exemplified, but not limited by, —CH2CH2CH2CH2—. Typically, an alkyl (or alkylene) group will have from 1 to 24 carbon atoms, with those groups having 10 or fewer carbon atoms being preferred in the present invention. A “lower alkyl” or “lower alkylene” is a shorter chain alkyl or alkylene group, generally having eight or fewer carbon atoms. The term “alkenylene,” by itself or as part of another substituent, means, unless otherwise stated, a divalent radical derived from an alkene.


The term “heteroalkyl,” by itself or in combination with another term, means, unless otherwise stated, a stable straight or branched chain, or combinations thereof, including at least one carbon atom and at least one heteroatom (e.g., selected from the group consisting of O, N, P, Si, and S), and wherein the nitrogen and sulfur atoms may optionally be oxidized, and the nitrogen heteroatom may optionally be quaternized. Heteroalkyl is not cyclized. The heteroatom(s) (e.g., O, N, P, S, and Si) may be placed at any interior position of the heteroalkyl group or at the position at which the alkyl group is attached to the remainder of the molecule. Examples include, but are not limited to: —CH2—CH2—O—CH3, —CH2—CH2—NH—CH3, —CH2—CH2—N(CH3)—CH3, —CH2—S—CH2—CH3, —CH2—CH2, —S(O)—CH3, —CH2—CH2—S(O)2—CH3, —CH═CH—O—CH3, —Si(CH3)3, —CH2—CH═N—OCH3, —CH═CH—N(CH3)—CH3, —O—CH3, —O—CH2—CH3, and —CN. Up to two or three heteroatoms may be consecutive, such as, for example, —CH2—NH—OCH3 and —CH2—O—Si(CH3)3.


Similarly, the term “heteroalkylene,” by itself or as part of another substituent, means, unless otherwise stated, a divalent radical derived from heteroalkyl, as exemplified, but not limited by, —CH2—CH2—S—CH2—CH2— and —CH2—S—CH2—CH2—NH—CH2—. For heteroalkylene groups, heteroatoms can also occupy either or both of the chain termini (e.g., alkyleneoxy, alkylenedioxy, alkyleneamino, alkylenediamino, and the like). Still further, for alkylene and heteroalkylene linking groups, no orientation of the linking group is implied by the direction in which the formula of the linking group is written. For example, the formula —C(O)2R′— represents both —C(O)2R′— and —R′C(O)2—. As described above, heteroalkyl groups, as used herein, include those groups that are attached to the remainder of the molecule through a heteroatom, such as —C(O)R′, —C(O)NR′, —NR′R″, —OR′, —SR′, and/or —SO2R′. Where “heteroalkyl” is recited, followed by recitations of specific heteroalkyl groups, such as —NR′R″ or the like, it will be understood that the terms heteroalkyl and —NR′R″ are not redundant or mutually exclusive. Rather, the specific heteroalkyl groups are recited to add clarity. Thus, the term “heteroalkyl” should not be interpreted herein as excluding specific heteroalkyl groups, such as —NR′R″ or the like.


The terms “cycloalkyl” and “heterocycloalkyl,” by themselves or in combination with other terms, mean, unless otherwise stated, cyclic versions of “alkyl” and “heteroalkyl,” respectively. Additionally, for heterocycloalkyl, a heteroatom can occupy the position at which the heterocycle is attached to the remainder of the molecule. Cycloalkyl and heterocycloalkyl are non-aromatic. Examples of cycloalkyl include, but are not limited to, cyclopropyl, cyclobutyl, cyclopentyl, cyclohexyl, 1-cyclohexenyl, 3-cyclohexenyl, cycloheptyl, and the like. Examples of heterocycloalkyl include, but are not limited to, 1-(1,2,5,6-tetrahydropyridyl), 1-piperidinyl, 2-piperidinyl, 3-piperidinyl, 4-morpholinyl, 3-morpholinyl, tetrahydrofuran-2-yl, tetrahydrofuran-3-yl, tetrahydrothien-2-yl, tetrahydrothien-3-yl, 1-piperazinyl, 2-piperazinyl, and the like. A “cycloalkylene” and a “heterocycloalkylene,” alone or as part of another substituent, means a divalent radical derived from a cycloalkyl and heterocycloalkyl, respectively.


The terms “halo” or “halogen,” by themselves or as part of another substituent, mean, unless otherwise stated, a fluorine, chlorine, bromine, or iodine atom. Additionally, terms such as “haloalkyl” are meant to include monohaloalkyl and polyhaloalkyl. For example, the term “halo(C1-C4)alkyl” includes, but is not limited to, fluoromethyl, difluoromethyl, trifluoromethyl, 2,2,2-trifluoroethyl, 4-chlorobutyl, 3-bromopropyl, and the like.


The term “acyl” means, unless otherwise stated, —C(O)R where R is a substituted or unsubstituted alkyl, substituted or unsubstituted cycloalkyl, substituted or unsubstituted heteroalkyl, substituted or unsubstituted heterocycloalkyl, substituted or unsubstituted aryl, or substituted or unsubstituted heteroaryl.


The term “aryl” means, unless otherwise stated, a polyunsaturated, aromatic, hydrocarbon substituent, which can be a single ring or multiple rings (preferably from 1 to 3 rings) that are fused together (i.e., a fused ring aryl) or linked covalently. A fused ring aryl refers to multiple rings fused together wherein at least one of the fused rings is an aryl ring. The term “heteroaryl” refers to aryl groups (or rings) that contain at least one heteroatom such as N, O, or S, wherein the nitrogen and sulfur atoms are optionally oxidized, and the nitrogen atom(s) are optionally quaternized. Thus, the term “heteroaryl” includes fused ring heteroaryl groups (i.e., multiple rings fused together wherein at least one of the fused rings is a heteroaromatic ring). A 5,6-fused ring heteroarylene refers to two rings fused together, wherein one ring has 5 members and the other ring has 6 members, and wherein at least one ring is a heteroaryl ring. Likewise, a 6,6-fused ring heteroarylene refers to two rings fused together, wherein one ring has 6 members and the other ring has 6 members, and wherein at least one ring is a heteroaryl ring. And a 6,5-fused ring heteroarylene refers to two rings fused together, wherein one ring has 6 members and the other ring has 5 members, and wherein at least one ring is a heteroaryl ring. A heteroaryl group can be attached to the remainder of the molecule through a carbon or heteroatom. Non-limiting examples of aryl and heteroaryl groups include phenyl, 1-naphthyl, 2-naphthyl, 4-biphenyl, 1-pyrrolyl, 2-pyrrolyl, 3-pyrrolyl, 3-pyrazolyl, 2-imidazolyl, 4-imidazolyl, pyrazinyl, 2-oxazolyl, 4-oxazolyl, 2-phenyl-4-oxazolyl, 5-oxazolyl, 3-isoxazolyl, 4-isoxazolyl, 5-isoxazolyl, 2-thiazolyl, 4-thiazolyl, 5-thiazolyl, 2-furyl, 3-furyl, 2-thienyl, 3-thienyl, 2-pyridyl, 3-pyridyl, 4-pyridyl, 2-pyrimidyl, 4-pyrimidyl, 5-benzothiazolyl, purinyl, 2-benzimidazolyl, 5-indolyl, 1-isoquinolyl, 5-isoquinolyl, 2-quinoxalinyl, 5-quinoxalinyl, 3-quinolyl, and 6-quinolyl. Substituents for each of the above noted aryl and heteroaryl ring systems are selected from the group of acceptable substituents described below. An “arylene” and a “heteroarylene,” alone or as part of another substituent, mean a divalent radical derived from an aryl and heteroaryl, respectively. Non-limiting examples of heteroaryl groups include pyridinyl, pyrimidinyl, thiophenyl, thienyl, furanyl, indolyl, benzoxadiazolyl, benzodioxolyl, benzodioxanyl, thianaphthanyl, pyrrolopyridinyl, indazolyl, quinolinyl, quinoxalinyl, pyridopyrazinyl, quinazolinonyl, benzoisoxazolyl, imidazopyridinyl, benzofuranyl, benzothienyl, benzothiophenyl, phenyl, naphthyl, biphenyl, pyrrolyl, pyrazolyl, imidazolyl, pyrazinyl, oxazolyl, isoxazolyl, thiazolyl, furylthienyl, pyridyl, pyrimidyl, benzothiazolyl, purinyl, benzimidazolyl, isoquinolyl, thiadiazolyl, oxadiazolyl, pyrrolyl, diazolyl, triazolyl, tetrazolyl, benzothiadiazolyl, isothiazolyl, pyrazolopyrimidinyl, pyrrolopyrimidinyl, benzotriazolyl, benzoxazolyl, or quinolyl. The examples above may be substituted or unsubstituted and divalent radicals of each heteroaryl example above are non-limiting examples of heteroarylene.


A fused ring heterocyloalkyl-aryl is an aryl fused to a heterocycloalkyl. A fused ring heterocycloalkyl-heteroaryl is a heteroaryl fused to a heterocycloalkyl. A fused ring heterocycloalkyl-cycloalkyl is a heterocycloalkyl fused to a cycloalkyl. A fused ring heterocycloalkyl-heterocycloalkyl is a heterocycloalkyl fused to another heterocycloalkyl. Fused ring heterocycloalkyl-aryl, fused ring heterocycloalkyl-heteroaryl, fused ring heterocycloalkyl-cycloalkyl, or fused ring heterocycloalkyl-heterocycloalkyl may each independently be unsubstituted or substituted with one or more of the substituents described herein.


The term “oxo,” as used herein, means an oxygen that is double bonded to a carbon atom.


Each of the above terms (e.g., “alkyl,” “heteroalkyl,” “aryl,” and “heteroaryl”) includes both substituted and unsubstituted forms of the indicated radical. Preferred substituents for each type of radical are provided below.


Substituents for the alkyl and heteroalkyl radicals (including those groups often referred to as alkylene, alkenyl, heteroalkylene, heteroalkenyl, alkynyl, cycloalkyl, heterocycloalkyl, cycloalkenyl, and heterocycloalkenyl) can be one or more of a variety of groups selected from, but not limited to, —OR′, ═O, ═NR′, ═N—OR′, —NR′R″, —SR′, -halogen, —SiR′R″R′″, —OC(O)R′, —C(O)R′, —CO2R′, —CONR′R″, —OC(O)NR′R″, —NR″C(O)R′, —NR′—C(O)NR″R′″, —NR″C(O)2R′, —NR—C(NR′R″R′″)═NR″″, —NR—C(NR′R″)═NR′″, —S(O)R′, —S(O)2R′, —S(O)2NR′R″, —NRSO2R′, —NR′NR″R′″, —ONR′R″, —NR′C(O)NR″NR′″R″″, —CN, —NO2, monophosphate (or derivatives thereof), diphosphate (or derivatives thereof), triphosphate (or derivatives thereof), in a number ranging from zero to (2m′+1), where m′ is the total number of carbon atoms in such radical. R, R′, R″, R′″, and R″″ each preferably independently refer to hydrogen, substituted or unsubstituted heteroalkyl, substituted or unsubstituted cycloalkyl, substituted or unsubstituted heterocycloalkyl, substituted or unsubstituted aryl (e.g., aryl substituted with 1-3 halogens), substituted or unsubstituted heteroaryl, substituted or unsubstituted alkyl, alkoxy, or thioalkoxy groups, or arylalkyl groups. When a compound of the invention includes more than one R group, for example, each of the R groups is independently selected as are each R′, R″, R′″, and R″″ group when more than one of these groups is present. When R′ and R″ are attached to the same nitrogen atom, they can be combined with the nitrogen atom to form a 4-, 5-, 6-, or 7-membered ring. For example, —NR′R″ includes, but is not limited to, 1-pyrrolidinyl and 4-morpholinyl. From the above discussion of substituents, one of skill in the art will understand that the term “alkyl” is meant to include groups including carbon atoms bound to groups other than hydrogen groups, such as haloalkyl (e.g., —CF3 and —CH2CF3) and acyl (e.g., —C(O)CH3, —C(O)CF3, —C(O)CH2OCH3, and the like).


Similar to the substituents described for the alkyl radical, substituents for the aryl and heteroaryl groups are varied and are selected from, for example: —OR′, —NR′R″, —SR′, -halogen, —SiR′R″R′″, —OC(O)R′, —C(O)R′, —CO2R′, —CONR′R″, —OC(O)NR′R″, —NR″C(O)R′, —NR′—C(O)NR″R′″, —NR″C(O)2R′, —NR—C(NR′R″R′″)═NR″″, —NR—C(NR′R″)═NR′″, —S(O)R′, —S(O)2R′, —S(O)2NR′R″, —NRSO2R′, —NR′NR″R′″, —ONR′R″, —NR′C(O)NR″NR′″R″″, —CN, —NO2, —R′, —N3, —CH(Ph)2, fluoro(C1-C4)alkoxy, and fluoro(C1-C4)alkyl, monophosphate (or derivatives thereof), diphosphate (or derivatives thereof), triphosphate (or derivatives thereof), in a number ranging from zero to the total number of open valences on the aromatic ring system; and where R′, R″, R′″, and R″″ are preferably independently selected from hydrogen, substituted or unsubstituted alkyl, substituted or unsubstituted heteroalkyl, substituted or unsubstituted cycloalkyl, substituted or unsubstituted heterocycloalkyl, substituted or unsubstituted aryl, and substituted or unsubstituted heteroaryl. When a compound of the invention includes more than one R group, for example, each of the R groups is independently selected as are each R′, R″, R′″, and R″″ groups when more than one of these groups is present.


Two or more substituents may optionally be joined to form aryl, heteroaryl, cycloalkyl, or heterocycloalkyl groups. Such so-called ring-forming substituents are typically, though not necessarily, found attached to a cyclic base structure. In one embodiment, the ring-forming substituents are attached to adjacent members of the base structure. For example, two ring-forming substituents attached to adjacent members of a cyclic base structure create a fused ring structure. In embodiments, the ring-forming substituents are attached to a single member of the base structure. For example, two ring-forming substituents attached to a single member of a cyclic base structure create a spirocyclic structure. In yet another embodiment, the ring-forming substituents are attached to non-adjacent members of the base structure.


Two of the substituents on adjacent atoms of the aryl or heteroaryl ring may optionally form a ring of the formula -T-C(O)—(CRR′)q—U—, wherein T and U are independently —NR—, —O—, —CRR′—, or a single bond, and q is an integer of from 0 to 3. Alternatively, two of the substituents on adjacent atoms of the aryl or heteroaryl ring may optionally be replaced with a substituent of the formula -A-(CH2)r—B—, wherein A and B are independently —CRR′—, —O—, —NR—, —S—, —S(O)—, —S(O)2—, —S(O)2NR′—, or a single bond, and r is an integer of from 1 to 4. One of the single bonds of the new ring so formed may optionally be replaced with a double bond. Alternatively, two of the substituents on adjacent atoms of the aryl or heteroaryl ring may optionally be replaced with a substituent of the formula —(CRR′)s—X′—(C″R″R′″)d—, where s and d are independently integers of from 0 to 3, and X′ is —O—, —NR′—, —S—, —S(O)—, —S(O)2—, or —S(O)2NR′—. The substituents R, R′, R″, and R′″ are preferably independently selected from hydrogen, substituted or unsubstituted alkyl, substituted or unsubstituted heteroalkyl, substituted or unsubstituted cycloalkyl, substituted or unsubstituted heterocycloalkyl, substituted or unsubstituted aryl, and substituted or unsubstituted heteroaryl.


As used herein, the terms “heteroatom” or “ring heteroatom” are meant to include, oxygen (O), nitrogen (N), sulfur (S), phosphorus (P), and silicon (Si).


A “substituent group,” as used herein, means a group selected from the following moieties:


(A) oxo, halogen, —CF3, —CN, —OH, —NH2, —COOH, —CONH2, —NO2, —SH, —SO2Cl, —SO3H, —SO4H, —SO2NH2, —NHNH2, —ONH2, —NHC(O)NHNH2, —NHC(O) NH2, —NHSO2H, —NHC═(O)H, —NHC(O)—OH, —NHOH, —OCF3, —OCHF2, —NHSO2CH3, —N3, unsubstituted alkyl, unsubstituted heteroalkyl, unsubstituted cycloalkyl, unsubstituted heterocycloalkyl, unsubstituted aryl, unsubstituted heteroaryl, monophosphate (or derivatives thereof), diphosphate (or derivatives thereof), or triphosphate (or derivatives thereof), and


(B) alkyl, heteroalkyl, cycloalkyl, heterocycloalkyl, aryl, heteroaryl, monophosphate (or derivatives thereof), diphosphate (or derivatives thereof), or triphosphate (or derivatives thereof), substituted with at least one substituent selected from:

    • (i) oxo, halogen, —CF3, —CN, —OH, —NH2, —COOH, —CONH2, —NO2, —SH, —SO3H, —SO4H, —SO2NH2, —NHNH2, —ONH2, —NHC(O)NHNH2, —NHC(O) NH2, —NHSO2H, —NHC═(O)H, —NHC(O)—OH, —NHOH, —OCF3, —OCHF2, —NHSO2CH3, —N3, unsubstituted alkyl, unsubstituted heteroalkyl, unsubstituted cycloalkyl, unsubstituted heterocycloalkyl, unsubstituted aryl, unsubstituted heteroaryl, monophosphate (or derivatives thereof), diphosphate (or derivatives thereof), or triphosphate (or derivatives thereof), and
    • (ii) alkyl, heteroalkyl, cycloalkyl, heterocycloalkyl, aryl, heteroaryl, monophosphate (or derivatives thereof), diphosphate (or derivatives thereof), or triphosphate (or derivatives thereof), substituted with at least one substituent selected from:
      • (a) oxo, halogen, —CF3, —CN, —OH, —NH2, —COOH, —CONH2, —NO2, —SH, —SO3H, —SO4H, —SO2NH2, —NHNH2, —ONH2, —NHC(O)NHNH2, —NHC(O) NH2, —NHSO2H, —NHC═(O)H, —NHC(O)—OH, —NHOH, —OCF3, —OCHF2, —NHSO2CH3, —N3, unsubstituted alkyl, unsubstituted heteroalkyl, unsubstituted cycloalkyl, unsubstituted heterocycloalkyl, unsubstituted aryl, unsubstituted heteroaryl, monophosphate (or derivatives thereof), diphosphate (or derivatives thereof), or triphosphate (or derivatives thereof), and
      • (b) alkyl, heteroalkyl, cycloalkyl, heterocycloalkyl, aryl, heteroaryl, monophosphate (or derivatives thereof), diphosphate (or derivatives thereof), or triphosphate (or derivatives thereof), substituted with at least one substituent selected from: oxo, halogen, —CF3, —CN, —OH, —NH2, —COOH, —CONH2, —NO2, —SH, —SO3H, —SO4H, —SO2NH2, —NHNH2, —ONH2, —NHC(O)NHNH2, —NHC(O) NH2, —NHSO2H, —NHC═(O)H, —NHC(O)—OH, —NHOH, —OCF3, —OCHF2, —NHSO2CH3, —N3, unsubstituted alkyl, unsubstituted heteroalkyl, unsubstituted cycloalkyl, unsubstituted heterocycloalkyl, unsubstituted aryl, unsubstituted heteroaryl, monophosphate (or derivatives thereof), diphosphate (or derivatives thereof), and triphosphate (or derivatives thereof).


A “size-limited substituent” or “size-limited substituent group,” as used herein, means a group selected from all of the substituents described above for a “substituent group,” wherein each substituted or unsubstituted alkyl is a substituted or unsubstituted C1-C20 alkyl, each substituted or unsubstituted heteroalkyl is a substituted or unsubstituted 2 to 20 membered heteroalkyl, each substituted or unsubstituted cycloalkyl is a substituted or unsubstituted C3-C8 cycloalkyl, each substituted or unsubstituted heterocycloalkyl is a substituted or unsubstituted 3 to 8 membered heterocycloalkyl, each substituted or unsubstituted aryl is a substituted or unsubstituted C6-C10 aryl, and each substituted or unsubstituted heteroaryl is a substituted or unsubstituted 5 to 10 membered heteroaryl.


A “lower substituent” or “lower substituent group,” as used herein, means a group selected from all of the substituents described above for a “substituent group,” wherein each substituted or unsubstituted alkyl is a substituted or unsubstituted C1-C8 alkyl, each substituted or unsubstituted heteroalkyl is a substituted or unsubstituted 2 to 8 membered heteroalkyl, each substituted or unsubstituted cycloalkyl is a substituted or unsubstituted C3-C7 cycloalkyl, each substituted or unsubstituted heterocycloalkyl is a substituted or unsubstituted 3 to 7 membered heterocycloalkyl, each substituted or unsubstituted aryl is a substituted or unsubstituted C6-C10 aryl, and each substituted or unsubstituted heteroaryl is a substituted or unsubstituted 5 to 9 membered heteroaryl.


In embodiments, each substituted group described in the compounds herein is substituted with at least one substituent group. More specifically, in embodiments each substituted alkyl, substituted heteroalkyl, substituted cycloalkyl, substituted heterocycloalkyl, substituted aryl, substituted heteroaryl, substituted alkylene, substituted heteroalkylene, substituted cycloalkylene, substituted heterocycloalkylene, substituted arylene, and/or substituted heteroarylene described in the compounds herein are substituted with at least one substituent group. In other embodiments, at least one or all of these groups are substituted with at least one size-limited substituent group. In other embodiments, at least one or all of these groups are substituted with at least one lower substituent group.


In other embodiments of the compounds herein, each substituted or unsubstituted alkyl may be a substituted or unsubstituted C1-C20 alkyl, each substituted or unsubstituted heteroalkyl is a substituted or unsubstituted 2 to 20 membered heteroalkyl, each substituted or unsubstituted cycloalkyl is a substituted or unsubstituted C3-C8 cycloalkyl, each substituted or unsubstituted heterocycloalkyl is a substituted or unsubstituted 3 to 8 membered heterocycloalkyl, each substituted or unsubstituted aryl is a substituted or unsubstituted C6-C10 aryl, and/or each substituted or unsubstituted heteroaryl is a substituted or unsubstituted 5 to 10 membered heteroaryl. In embodiments herein, each substituted or unsubstituted alkylene is a substituted or unsubstituted C1-C20 alkylene, each substituted or unsubstituted heteroalkylene is a substituted or unsubstituted 2 to 20 membered heteroalkylene, each substituted or unsubstituted cycloalkylene is a substituted or unsubstituted C3-C8 cycloalkylene, each substituted or unsubstituted heterocycloalkylene is a substituted or unsubstituted 3 to 8 membered heterocycloalkylene, each substituted or unsubstituted arylene is a substituted or unsubstituted C6-C10 arylene, and/or each substituted or unsubstituted heteroarylene is a substituted or unsubstituted 5 to 10 membered heteroarylene.


In embodiments, each substituted or unsubstituted alkyl is a substituted or unsubstituted C1-C8 alkyl, each substituted or unsubstituted heteroalkyl is a substituted or unsubstituted 2 to 8 membered heteroalkyl, each substituted or unsubstituted cycloalkyl is a substituted or unsubstituted C3-C7 cycloalkyl, each substituted or unsubstituted heterocycloalkyl is a substituted or unsubstituted 3 to 7 membered heterocycloalkyl, each substituted or unsubstituted aryl is a substituted or unsubstituted C6-C10 aryl, and/or each substituted or unsubstituted heteroaryl is a substituted or unsubstituted 5 to 9 membered heteroaryl. In embodiments, each substituted or unsubstituted alkylene is a substituted or unsubstituted C1-C8 alkylene, each substituted or unsubstituted heteroalkylene is a substituted or unsubstituted 2 to 8 membered heteroalkylene, each substituted or unsubstituted cycloalkylene is a substituted or unsubstituted C3-C7 cycloalkylene, each substituted or unsubstituted heterocycloalkylene is a substituted or unsubstituted 3 to 7 membered heterocycloalkylene, each substituted or unsubstituted arylene is a substituted or unsubstituted C6-C10 arylene, and/or each substituted or unsubstituted heteroarylene is a substituted or unsubstituted 5 to 9 membered heteroarylene. In embodiments, the compound is a chemical species set forth herein.


Certain complexes and compounds of the present invention can exist in unsolvated forms as well as solvated forms, including hydrated forms. In general, the solvated forms are equivalent to unsolvated forms and are encompassed within the scope of the present invention. Certain compounds of the present invention may exist in multiple crystalline or amorphous forms. In general, all physical forms are equivalent for the uses contemplated by the present invention and are intended to be within the scope of the present invention.


Certain compounds of the present invention possess asymmetric carbon atoms (optical or chiral centers) or double bonds; the enantiomers, racemates, diastereomers, tautomers, geometric isomers, stereoisometric forms that may be defined, in terms of absolute stereochemistry, as (R)- or (S)- or, as (D)- or (L)- for amino acids, and individual isomers are encompassed within the scope of the present invention. The compounds of the present invention do not include those which are known in art to be too unstable to synthesize and/or isolate. The present invention is meant to include compounds in racemic and optically pure forms. Optically active (R)- and (S)-, or (D)- and (L)-isomers may be prepared using chiral synthons or chiral reagents, or resolved using conventional techniques. When the compounds described herein contain olefinic bonds or other centers of geometric asymmetry, and unless specified otherwise, it is intended that the compounds include both E and Z geometric isomers.


As used herein, the term “isomers” refers to compounds having the same number and kind of atoms, and hence the same molecular weight, but differing in respect to the structural arrangement or configuration of the atoms.


The term “tautomer,” as used herein, refers to one of two or more structural isomers which exist in equilibrium and which are readily converted from one isomeric form to another.


It will be apparent to one skilled in the art that certain compounds of this invention may exist in tautomeric forms, all such tautomeric forms of the compounds being within the scope of the invention.


Unless otherwise stated, structures depicted herein are also meant to include all stereochemical forms of the structure; i.e., the R and S configurations for each asymmetric center. Therefore, single stereochemical isomers as well as enantiomeric and diastereomeric mixtures of the present compounds are within the scope of the invention.


Unless otherwise stated, structures depicted herein are also meant to include compounds which differ only in the presence of one or more isotopically enriched atoms. For example, compounds having the present structures except for the replacement of a hydrogen by a deuterium or tritium, or the replacement of a carbon by 13C- or 14C-enriched carbon are within the scope of this invention.


The compounds of the present invention may also contain unnatural proportions of atomic isotopes at one or more of the atoms that constitute such compounds. For example, the compounds may be radiolabeled with radioactive isotopes, such as for example tritium (3H), iodine-125 (125I), or carbon-14 (14C). All isotopic variations of the compounds of the present invention, whether radioactive or not, are encompassed within the scope of the present invention.


The symbol “custom-character” denotes the point of attachment of a chemical moiety to the remainder of a molecule or chemical formula.


The terms “a” or “an,” as used in herein means one or more. In addition, the phrase “substituted with a[n],” as used herein, means the specified group may be substituted with one or more of any or all of the named substituents. For example, where a group, such as an alkyl or heteroaryl group, is “substituted with an unsubstituted C1-C20 alkyl, or unsubstituted 2 to 20 membered heteroalkyl,” the group may contain one or more unsubstituted C1-C20 alkyls, and/or one or more unsubstituted 2 to 20 membered heteroalkyls. Moreover, where a moiety is substituted with an R substituent, the group may be referred to as “R-substituted.” Where a moiety is R-substituted, the moiety is substituted with at least one R substituent and each R substituent is optionally different. Where a particular R group is present in the description of a chemical genus, a Roman alphabetic symbol may be used to distinguish each appearance of that particular R group. For example, where multiple R13 substituents are present, each R13 substituent may be distinguished as R13A, R13B, R13C, etc., wherein each of R13A, R13B, R13C, R13D, etc. is defined within the scope of the definition of R13 and optionally differently.


Descriptions of compounds of the present invention are limited by principles of chemical bonding known to those skilled in the art. Accordingly, where a group may be substituted by one or more of a number of substituents, such substitutions are selected so as to comply with principles of chemical bonding and to give compounds which are not inherently unstable and/or would be known to one of ordinary skill in the art as likely to be unstable under ambient conditions, such as aqueous, neutral, and several known physiological conditions. For example, a heterocycloalkyl or heteroaryl is attached to the remainder of the molecule via a ring heteroatom in compliance with principles of chemical bonding known to those skilled in the art thereby avoiding inherently unstable compounds.


“Analog,” or “analogue” are used in accordance with plain ordinary meaning within Chemistry and Biology and refer to a chemical compound that is structurally similar to another compound (i.e., a so-called “reference” compound) but differs in composition, e.g., in the replacement of one atom by an atom of a different element, or in the presence of a particular functional group, or the replacement of one functional group by another functional group, or the absolute stereochemistry of one or more chiral centers of the reference compound. Accordingly, an analogue is a compound that is similar or comparable in function and appearance but not in structure or origin to a reference compound.


The term “pharmaceutically acceptable salts” is meant to include salts of active compounds that are prepared with relatively nontoxic acids or bases, depending on the particular substituents found on the compounds described herein. When compounds disclosed herein contain relatively acidic functionalities, base addition salts can be obtained by contacting the neutral form of such compounds with a sufficient amount of the desired base, either neat or in a suitable inert solvent. Examples of pharmaceutically acceptable base addition salts include sodium, potassium, calcium, ammonium, organic amino, or magnesium salt, or a similar salt. When compounds disclosed herein contain relatively basic functionalities, acid addition salts can be obtained by contacting the neutral form of such compounds with a sufficient amount of the desired acid, either neat or in a suitable inert solvent. Examples of pharmaceutically acceptable acid addition salts include those derived from inorganic acids like hydrochloric, hydrobromic, nitric, carbonic, monohydrogencarbonic, phosphoric, monohydrogenphosphoric, dihydrogenphosphoric, sulfuric, monohydrogensulfuric, hydriodic, or phosphorous acids and the like, as well as the salts derived from relatively nontoxic organic acids like acetic, propionic, isobutyric, maleic, malonic, benzoic, succinic, suberic, fumaric, lactic, mandelic, phthalic, benzenesulfonic, p-tolylsulfonic, citric, tartaric, oxalic, methanesulfonic, and the like. Also included are salts of amino acids such as arginate and the like, and salts of organic acids like glucuronic or galactunoric acids and the like (see, for example, Berge et al., “Pharmaceutical Salts”, Journal of Pharmaceutical Science, 1977, 66, 1-19). Certain specific compounds disclosed herein contain both basic and acidic functionalities that allow the compounds to be converted into either base or acid addition salts.


Thus, the compounds disclosed herein may exist as salts, such as with pharmaceutically acceptable acids. The compounds disclosed herein include such salts. Examples of such salts include hydrochlorides, hydrobromides, sulfates, methanesulfonates, nitrates, maleates, acetates, citrates, fumarates, tartrates (e.g., (+)-tartrates, (−)-tartrates, or mixtures thereof including racemic mixtures), succinates, benzoates, and salts with amino acids such as glutamic acid. These salts may be prepared by methods known to those skilled in the art.


The neutral forms of the compounds are preferably regenerated by contacting the salt with a base or acid and isolating the parent compound in the conventional manner. The parent form of the compound differs from the various salt forms in certain physical properties, such as solubility in polar solvents.


In addition to salt forms, there are provided compounds which are in a prodrug form. Prodrugs of the compounds described herein include those compounds that readily undergo chemical or enzymatic changes under physiological conditions to provide the compounds disclosed herein. Additionally, prodrugs can be converted to the compounds disclosed herein by chemical or biochemical methods in an ex vivo environment. For example, prodrugs can be slowly converted to the compounds disclosed herein when placed in a transdermal patch reservoir with a suitable enzyme or chemical reagent.


Certain compounds disclosed herein can exist in unsolvated forms as well as solvated forms, including hydrated forms. In general, the solvated forms are equivalent to unsolvated forms and are encompassed within the scope disclosed herein. Certain compounds disclosed herein may exist in multiple crystalline or amorphous forms. In general, all physical forms are equivalent for the uses disclosed herein and are intended to be within the scope of the compounds and methods disclosed herein.


As used herein, the term “salt” refers to acid or base salts of the compounds used in the methods disclosed herein. Illustrative examples of acceptable salts are mineral acid (hydrochloric acid, hydrobromic acid, phosphoric acid, and the like) salts, organic acid (acetic acid, propionic acid, glutamic acid, citric acid and the like) salts, quaternary ammonium (methyl iodide, ethyl iodide, and the like) salts.


The terms “treating”, or “treatment” refer to any indicia of success in the treatment or amelioration of an injury, disease, pathology or condition, including any objective or subjective parameter such as abatement; remission; diminishing of symptoms or making the injury, pathology or condition more tolerable to the patient; slowing in the rate of degeneration or decline; making the final point of degeneration less debilitating; or improving a patient's physical or mental well-being. The treatment or amelioration of symptoms can be based on objective or subjective parameters, including the results of a physical examination, neuropsychiatric exams, and/or a psychiatric evaluation. The term “treating” and conjugations thereof, include prevention of an injury, pathology, condition, or disease.


An “effective amount” is an amount sufficient to accomplish a stated purpose (e.g., achieve the effect for which it is administered, treat a disease, reduce enzyme activity, increase enzyme activity, reduce one or more symptoms of a disease or condition). An example of an “effective amount” is an amount sufficient to contribute to the treatment, prevention, or reduction of a symptom or symptoms of a disease, which could also be referred to as a “therapeutically effective amount.” A “reduction” of a symptom or symptoms (and grammatical equivalents of this phrase) means decreasing of the severity or frequency of the symptom(s), or elimination of the symptom(s). A “prophylactically effective amount” of a drug is an amount of a drug that, when administered to a subject, will have the intended prophylactic effect, e.g., preventing or delaying the onset (or reoccurrence) of an injury, disease, pathology or condition, or reducing the likelihood of the onset (or reoccurrence) of an injury, disease, pathology, or condition, or their symptoms. The full prophylactic effect does not necessarily occur by administration of one dose, and may occur only after administration of a series of doses. Thus, a prophylactically effective amount may be administered in one or more administrations. The exact amounts will depend on the purpose of the treatment, and will be ascertainable by one skilled in the art using known techniques (see, e.g., Lieberman, Pharmaceutical Dosage Forms (vols. 1-3, 1992); Lloyd, The Art, Science and Technology of Pharmaceutical Compounding (1999); Pickar, Dosage Calculations (1999); and Remington: The Science and Practice of Pharmacy, 20th Edition, 2003, Gennaro, Ed., Lippincott, Williams & Wilkins).


For any compound described herein, the therapeutically effective amount can be initially determined from cell culture assays. Target concentrations will be those concentrations of active compound(s) that are capable of achieving the methods described herein, as measured using the methods described herein or known in the art.


As is well known in the art, therapeutically effective amounts for use in humans can also be determined from animal models. For example, a dose for humans can be formulated to achieve a concentration that has been found to be effective in animals. The dosage in humans can be adjusted by monitoring compounds effectiveness and adjusting the dosage upwards or downwards, as described above. Adjusting the dose to achieve maximal efficacy in humans based on the methods described above and other methods is well within the capabilities of the ordinarily skilled artisan.


Dosages may be varied depending upon the requirements of the patient and the compound being employed. The dose administered to a patient, in the context of the methods disclosed herein should be sufficient to effect a beneficial therapeutic response in the patient over time. The size of the dose also will be determined by the existence, nature, and extent of any adverse side-effects. Determination of the proper dosage for a particular situation is within the skill of the practitioner. Generally, treatment is initiated with smaller dosages which are less than the optimum dose of the compound. Thereafter, the dosage is increased by small increments until the optimum effect under circumstances is reached.


Dosage amounts and intervals can be adjusted individually to provide levels of the administered compound effective for the particular clinical indication being treated. This will provide a therapeutic regimen that is commensurate with the severity of the individual's disease state.


Utilizing the teachings provided herein, an effective prophylactic or therapeutic treatment regimen can be planned that does not cause substantial toxicity and yet is effective to treat the clinical symptoms demonstrated by the particular patient. This planning should involve the careful choice of active compound by considering factors such as compound potency, relative bioavailability, patient body weight, presence and severity of adverse side effects, preferred mode of administration and the toxicity profile of the selected agent.


“Control” or “control experiment” is used in accordance with its plain ordinary meaning and refers to an experiment in which the subjects or reagents of the experiment are treated as in a parallel experiment except for omission of a procedure, reagent, or variable of the experiment. In some instances, the control is used as a standard of comparison in evaluating experimental effects. In embodiments, a control is the measurement of the activity of a protein in the absence of a compound as described herein (including embodiments and examples).


“Contacting” is used in accordance with its plain ordinary meaning and refers to the process of allowing at least two distinct species (e.g., chemical compounds including biomolecules or cells) to become sufficiently proximal to react, interact or physically touch. It should be appreciated; however, the resulting reaction product can be produced directly from a reaction between the added reagents or from an intermediate from one or more of the added reagents which can be produced in the reaction mixture.


The term “contacting” may include allowing two species to react, interact, or physically touch, wherein the two species may be a compound as described herein and a protein or enzyme. Contacting may include allowing a compound described herein to interact with a protein or enzyme that is involved in a signaling pathway.


The terms “polypeptide,” “peptide” and “protein” are used interchangeably herein to refer to a polymer of amino acid residues, wherein the polymer may optionally be conjugated to a moiety that does not consist of amino acids. The terms apply to amino acid polymers in which one or more amino acid residue is an artificial chemical mimetic of a corresponding naturally occurring amino acid, as well as to naturally occurring amino acid polymers and non-naturally occurring amino acid polymers. A “fusion protein” refers to a chimeric protein encoding two or more separate protein sequences that are recombinantly expressed as a single moiety.


As defined herein, the terms “activation”, “activate”, “activating” and the like in reference to a protein-activator (e.g. agonist) interaction means positively affecting (e.g. increasing) the activity or function of the relative to the activity or function of the protein in the absence of the activator (e.g. composition described herein). Thus, in embodiments, activation may include, at least in part, partially or totally increasing stimulation, increasing or enabling activation, or activating, sensitizing, or up-regulating signal transduction or enzymatic activity or the amount of a protein decreased in a disease. The amount of activation may be 10%, 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90%, 100% or more in comparison to a control in the absence of the agonist. In embodiments, the activation is 1.5-fold, 2-fold, 3-fold, 4-fold, 5-fold, 10-fold, or more than the expression or activity in the absence of the agonist.


As defined herein, the terms “agonist,” “activator,” “upregulator,” etc. refer to a substance capable of detectably increasing the expression or activity of a given gene or protein. The agonist can increase expression or activity 10%, 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90% or more in comparison to a control in the absence of the agonist. In certain instances, expression or activity is 1.5-fold, 2-fold, 3-fold, 4-fold, 5-fold, 10-fold or higher than the expression or activity in the absence of the agonist.


As defined herein, the term “inhibition”, “inhibit”, “inhibiting” and the like in reference to a protein-inhibitor (e.g. antagonist) interaction means negatively affecting (e.g. decreasing) the activity or function of the protein relative to the activity or function of the protein in the absence of the inhibitor. In embodiments inhibition refers to reduction of a disease or symptoms of disease. Thus, in embodiments, inhibition includes, at least in part, partially or totally blocking stimulation, decreasing, preventing, or delaying activation, or inactivating, desensitizing, or down-regulating signal transduction or enzymatic activity or the amount of a protein. The amount of inhibition may be 10%, 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90%, 100% or less in comparison to a control in the absence of the antagonist. In embodiments, the inhibition is 1.5-fold, 2-fold, 3-fold, 4-fold, 5-fold, 10-fold, or more than the expression or activity in the absence of the antagonist.


As defined herein, the terms “inhibitor,” “repressor” or “antagonist” or “downregulator” interchangeably refer to a substance capable of detectably decreasing the expression or activity of a given gene or protein. The antagonist can decrease expression or activity 10%, 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90% or more in comparison to a control in the absence of the antagonist. In certain instances, expression or activity is 1.5-fold, 2-fold, 3-fold, 4-fold, 5-fold, 10-fold or lower than the expression or activity in the absence of the antagonist.


As defined herein, the term “modulator” refers to a composition that increases or decreases the level of a target molecule or the function of a target molecule or the physical state of the target of the molecule.


As defined herein, the term “modulate” is used in accordance with its plain ordinary meaning and refers to the act of changing or varying one or more properties. “Modulation” refers to the process of changing or varying one or more properties. For example, a modulator of a target protein changes by increasing or decreasing a property or function of the target molecule or the amount of the target molecule. A modulator of a disease decreases a symptom, cause, or characteristic of the targeted disease.


As defined herein, “selective” or “selectivity” or the like of a compound refers to the compound's ability to discriminate between molecular targets. “Specific”, “specifically”, “specificity”, or the like of a compound refers to the compound's ability to cause a particular action, such as inhibition, to a particular molecular target with minimal or no action to other proteins in the cell.


As defined herein, “pharmaceutically acceptable excipient” and “pharmaceutically acceptable carrier” refer to a substance that aids the administration of an active agent to and absorption by a subject and can be included in the compositions disclosed herein without causing a significant adverse toxicological effect on the patient. Non-limiting examples of pharmaceutically acceptable excipients include water, NaCl, normal saline solutions, lactated Ringer's, normal sucrose, normal glucose, binders, fillers, disintegrants, lubricants, coatings, sweeteners, flavors, salt solutions (such as Ringer's solution), alcohols, oils, gelatins, carbohydrates such as lactose, amylose or starch, fatty acid esters, hydroxymethycellulose, polyvinyl pyrrolidine, and colors, and the like. Such preparations can be sterilized and, if desired, mixed with auxiliary agents such as lubricants, preservatives, stabilizers, wetting agents, emulsifiers, salts for influencing osmotic pressure, buffers, coloring, and/or aromatic substances and the like that do not deleteriously react with the compounds disclosed herein. One of skill in the art will recognize that other pharmaceutical excipients are useful in the compositions and methods disclosed herein.


As defined herein, the term “preparation” is intended to include the formulation of the active compound with encapsulating material as a carrier providing a capsule in which the active component with or without other carriers, is surrounded by a carrier, which is thus in association with it. Similarly, cachets and lozenges are included. Tablets, powders, capsules, pills, cachets, and lozenges can be used as solid dosage forms suitable for oral administration.


As used herein, the term “administering” means oral administration, administration as a suppository, topical contact, intravenous, parenteral, intraperitoneal, intramuscular, intralesional, intrathecal, intranasal or subcutaneous administration, or the implantation of a slow-release device, e.g., a mini-osmotic pump, to a subject. Administration is by any route, including parenteral and transmucosal (e.g., buccal, sublingual, palatal, gingival, nasal, vaginal, rectal, or transdermal). Parenteral administration includes, e.g., intravenous, intramuscular, intra-arteriole, intradermal, subcutaneous, intraperitoneal, intraventricular, and intracranial. Other modes of delivery include, but are not limited to, the use of liposomal formulations, intravenous infusion, transdermal patches, etc.


The compositions disclosed herein can be delivered by transdermally, by a topical route, formulated as applicator sticks, solutions, suspensions, emulsions, gels, creams, ointments, pastes, jellies, paints, powders, and aerosols. Oral preparations include tablets, pills, powder, dragees, capsules, liquids, lozenges, cachets, gels, syrups, slurries, suspensions, etc., suitable for ingestion by the patient. Solid form preparations include powders, tablets, pills, capsules, cachets, suppositories, and dispersible granules. Liquid form preparations include solutions, suspensions, and emulsions, for example, water or water/propylene glycol solutions. The compositions disclosed herein may additionally include components to provide sustained release and/or comfort. Such components include high molecular weight, anionic mucomimetic polymers, gelling polysaccharides and finely-divided drug carrier substrates. These components are discussed in greater detail in U.S. Pat. Nos. 4,911,920; 5,403,841; 5,212,162; and 4,861,760. The entire contents of these patents are incorporated herein by reference in their entirety for all purposes. The compositions disclosed herein can also be delivered as microspheres for slow release in the body. For example, microspheres can be administered via intradermal injection of drug-containing microspheres, which slowly release subcutaneously (see Rao, J. Biomater Sci. Polym. Ed. 7:623-645, 1995; as biodegradable and injectable gel formulations (see, e.g., Gao Pharm. Res. 12:857-863, 1995); or, as microspheres for oral administration (see, e.g., Eyles, J. Pharm. Pharmacol. 49:669-674, 1997). In another embodiment, the formulations of the compositions disclosed herein can be delivered by the use of liposomes which fuse with the cellular membrane or are endocytosed, i.e., by employing receptor ligands attached to the liposome, that bind to surface membrane protein receptors of the cell resulting in endocytosis. By using liposomes, particularly where the liposome surface carries receptor ligands specific for target cells, or are otherwise preferentially directed to a specific organ, one can focus the delivery of the compositions disclosed herein into the target cells in vivo. (See, e.g., Al-Muhammed, J. Microencapsul. 13:293-306, 1996; Chonn, Curr. Opin. Biotechnol. 6:698-708, 1995; Ostro, Am. J. Hosp. Pharm. 46:1576-1587, 1989). The compositions can also be delivered as nanoparticles.


As defined herein, the terms “acceptable,” “effective,” or “sufficient” when used to describe the selection of any components, ranges, dose forms, etc. disclosed herein intend that said component, range, dose form, etc. is suitable for the disclosed purpose.


As used herein, an “effective amount” is an amount sufficient to accomplish a stated purpose (e.g. achieve the effect for which it is administered, treat a disease (e.g., targeted by Zika virus, Dengue virus, West Nile virus, etc.), reduce receptor signalling activity, reduce one or more symptoms of a disease or condition). An example of an “effective amount” is an amount sufficient to contribute to the treatment, prevention, or reduction of a symptom or symptoms of a disease (e.g., targeted by Zika virus, Dengue virus, West Nile virus, etc.)), which could also be referred to as a “therapeutically effective amount.” A “reduction” of a symptom or symptoms (and grammatical equivalents of this phrase) means decreasing of the severity or frequency of the symptom(s), or elimination of the symptom(s). Guidance can be found in the literature for appropriate dosages for given classes of pharmaceutical products. For example, for the given parameter, a therapeutically effective amount will show an increase or decrease of at least 5%, 10%, 15%, 20%, 25%, 40%, 50%, 60%, 75%, 80%, 90%, or at least 100%. Efficacy can also be expressed as “-fold” increase or decrease. For example, a therapeutically effective amount can have at least a 1.2-fold, 1.5-fold, 2-fold, 5-fold, or more effect over a control. The exact amounts will depend on the purpose of the treatment, and will be ascertainable by one skilled in the art using known techniques (see, e.g., Lieberman, Pharmaceutical Dosage Forms (vols. 1-3, 1992); Lloyd, The Art, Science and Technology of Pharmaceutical Compounding (1999); Pickar, Dosage Calculations (1999); and Remington: The Science and Practice of Pharmacy, 20th Edition, 2003, Gennaro, Ed., Lippincott, Williams & Wilkins). An “effective amount” refers to an antiviral drug or a composition of an antiviral drug in an amount that is sufficient to reduce the amount and/or kill virus (Zika virus, Dengue virus, West Nile virus, etc.). The virus is contacted with an amount of the antiviral drug or composition thereof (an NS5 polymerase inhibitor or HIV protease inhibitor, or combinations thereof) effective to reduce and/or kill virus. When used herein in reference to administration to a subject in need thereof, the terms “amount effective” or “effective amount” mean an amount of an NS5 polymerase inhibitor or HIV protease inhibitor, or combinations thereof which treat a viral infection. An effective amount can be administered in one or more administrations, applications or dosages. Such delivery is dependent on a number of variables including the time period which the individual dosage unit is to be used, the bioavailability of the composition, the route of administration, etc. It is understood, however, that specific amounts of an NS5 polymerase inhibitor or HIV protease inhibitor, or combinations thereof for any particular subject depends upon a variety of factors including the activity of the specific agent employed, the age, body weight, general health, sex, and diet of the subject, the time of administration, the rate of excretion, the composition combination, severity of the particular cancer being treated and form of administration.


In certain embodiments, the NS5 polymerase inhibitor and HIV protease inhibitor are administered in a combined synergistic amount. A “combined synergistic amount” as used herein refers to the sum of a first amount (e.g., an amount of an NS5 polymerase inhibitor) and a second amount (e.g., an amount of an HIV protease inhibitor) that results in a synergistic effect (i.e. an effect greater than an additive effect). Therefore, the terms “synergy”, “synergism”, “synergistic”, “combined synergistic amount”, and “synergistic therapeutic effect” which are used herein interchangeably, refer to a measured effect of compounds administered in combination where the measured effect is greater than the sum of the individual effects of each of the compounds administered alone as a single agent.


In embodiments, a synergistic amount may be about 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0, 1.1, 1.2, 1.3, 1.4, 1.5, 1.6, 1.7, 1.8, 1.9, 2.0, 2.1, 2.2, 2.3, 2.4, 2.5, 2.6, 2.7, 2.8, 2.9, 3.0, 3.1, 3.2, 3.3, 3.4, 3.5, 3.6, 3.7, 3.8, 3.9, 4.0, 4.1, 4.2, 4.3, 4.4, 4.5, 4.6, 4.7, 4.8, 4.9, 5.0, 5.1, 5.2, 5.3, 5.4, 5.5, 5.6, 5.7, 5.8, 5.9, 6.0, 6.1, 6.2, 6.3, 6.4, 6.5, 6.6, 6.7, 6.8, 6.9, 7.0, 7.1, 7.2, 7.3, 7.4, 7.5, 7.6, 7.7, 7.8, 7.9, 8.0, 8.1, 8.2, 8.3, 8.4, 8.5, 8.6, 8.7, 8.8, 8.9, 9.0, 9.1, 9.2, 9.3, 9.4, 9.5, 9.6, 9.7, 9.8, 9.9, 10.0, 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, or 99% of the amount of the NS5 polymerase inhibitor when used separately from the HIV protease inhibitor. In embodiments, a synergistic amount may be about 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0, 1.1, 1.2, 1.3, 1.4, 1.5, 1.6, 1.7, 1.8, 1.9, 2.0, 2.1, 2.2, 2.3, 2.4, 2.5, 2.6, 2.7, 2.8, 2.9, 3.0, 3.1, 3.2, 3.3, 3.4, 3.5, 3.6, 3.7, 3.8, 3.9, 4.0, 4.1, 4.2, 4.3, 4.4, 4.5, 4.6, 4.7, 4.8, 4.9, 5.0, 5.1, 5.2, 5.3, 5.4, 5.5, 5.6, 5.7, 5.8, 5.9, 6.0, 6.1, 6.2, 6.3, 6.4, 6.5, 6.6, 6.7, 6.8, 6.9, 7.0, 7.1, 7.2, 7.3, 7.4, 7.5, 7.6, 7.7, 7.8, 7.9, 8.0, 8.1, 8.2, 8.3, 8.4, 8.5, 8.6, 8.7, 8.8, 8.9, 9.0, 9.1, 9.2, 9.3, 9.4, 9.5, 9.6, 9.7, 9.8, 9.9, 10.0, 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, or 99% of the amount of the HIV protease inhibitor when used separately from the NS5 polymerase inhibitor.


The synergistic effect may be a disease-treating effect such as a disease triggered by Zika virus, Dengue virus, West Nile virus, etc.


The NS5 polymerase inhibitor and the HIV protease inhibitor may be administered in combination either simultaneously (e.g., as a mixture), separately but simultaneously (e.g., via separate intravenous lines or separate tablets) or sequentially (e.g., one agent is administered first followed by administration of the second agent). Thus, the term combination is used to refer to concomitant, simultaneous or sequential administration of the NS5 polymerase inhibitor and the HIV protease inhibitor.


In embodiments, the NS5 polymerase inhibitor and the HIV protease inhibitor are administered simultaneously or sequentially. In embodiments, the NS5 polymerase inhibitor and the HIV protease inhibitor are administered simultaneously. In embodiments, the NS5 polymerase inhibitor and the HIV protease inhibitor are administered sequentially. During the course of treatment the NS5 polymerase inhibitor and the HIV protease inhibitor may at times be administered sequentially and at other times be administered simultaneously.


Pharmaceutical compositions may include compositions wherein the active ingredient (e.g., compounds described herein, including embodiments or examples) is contained in a therapeutically effective amount, i.e., in an amount effective to achieve its intended purpose. The actual amount effective for a particular application will depend, inter alia, on the condition being treated. When administered in methods to treat a disease, such compositions will contain an amount of active ingredient effective to achieve the desired result, e.g., modulating the activity of a target molecule, and/or reducing, eliminating, or slowing the progression of disease symptoms.


The dosage and frequency (single or multiple doses) administered to a mammal can vary depending upon a variety of factors, for example, whether the mammal suffers from another disease, and its route of administration; size, age, sex, health, body weight, body mass index, and diet of the recipient; nature and extent of symptoms of the disease being treated, kind of concurrent treatment, complications from the disease being treated or other health-related problems. Other therapeutic regimens or agents can be used in conjunction with the methods and compounds disclosed herein. Adjustment and manipulation of established dosages (e.g., frequency and duration) are well within the ability of those skilled in the art.


The compounds described herein can be used in combination with one another, with other active drugs known to be useful in treating a disease or with adjunctive agents that may not be effective alone, but may contribute to the efficacy of the active agent. Thus, the compounds described herein may be co-administered with one another or with other active drugs known to be useful in treating a disease.


By “co-administer” it is meant that a compound described herein is administered at the same time, just prior to, or just after the administration of one or more additional therapies. The compounds described herein can be administered alone or can be co-administered to the patient. Co-administration is meant to include simultaneous or sequential administration of the compound individually or in combination (more than one compound or agent). Thus, the preparations can also be combined, when desired, with other active substances.


Co-administration includes administering one active agent within 0.5, 1, 2, 4, 6, 8, 10, 12, 16, 20, or 24 hours of a second active agent. Also contemplated herein, are embodiments, where co-administration includes administering one active agent within 0.5, 1, 2, 4, 6, 8, 10, 12, 16, 20, or 24 hours of a second active agent. Co-administration includes administering two active agents simultaneously, approximately simultaneously (e.g., within about 1, 5, 10, 15, 20, or 30 minutes of each other), or sequentially in any order. Co-administration can be accomplished by co-formulation, i.e., preparing a single pharmaceutical composition including both active agents. In other embodiments, the active agents can be formulated separately. The active and/or adjunctive agents may be linked or conjugated to one another.


The term “associated” or “associated with” in the context of a substance or substance activity or function associated with a disease means that the disease is caused by (in whole or in part), a symptom of the disease is caused by (in whole or in part) the substance or substance activity or function, or a side-effect of the compound (e.g., toxicity) is caused by (in whole or in part) the substance or substance activity or function.


“Patient,” “subject,” “patient in need thereof,” and “subject in need thereof” are herein used interchangeably and refer to a living organism suffering from or prone to a disease or condition that can be treated by administration of a pharmaceutical composition as provided herein. Non-limiting examples include humans, other mammals, bovines, rats, mice, dogs, monkeys, goat, sheep, cows, deer, and other non-mammalian animals.


“Chemotherapeutic” or “chemotherapeutic agent” is used in accordance with its plain ordinary meaning and refers to a chemical composition or compound having antineoplastic properties or the ability to inhibit the growth or proliferation of cells.


“Disease” or “condition” refer to a state of being or health status of a patient or subject capable of being treated with a compound, pharmaceutical composition, or method provided herein. In embodiments, the disease or condition is ZIKA infection.


The term “ZIKA infection,” “Zika fever” or the like refer, in the usual and customary sense, to a viral infection due to the Zika virus (ZIKV), a member of the Flaviviridae family. The Zika virus is typically enveloped and icosahedral, having a nonsegmented, single-stranded, 10 kilobase positive-sense RNA genome.


The term “nucleic acid” refers to deoxyribonucleotides (DNA) or ribonucleotides (RNA) and polymers thereof in either single- or double-stranded form, and complements thereof. The term encompasses nucleic acids containing known nucleotide analogs or modified backbone residues or linkages, which are synthetic, naturally occurring, and non-naturally occurring, which have similar binding properties as the reference nucleic acid, and which are metabolized in a manner similar to the reference nucleotides. Examples of such analogs include, without limitation, phosphorothioates, phosphoramidates, methyl phosphonates, chiral-methyl phosphonates, 2-O-methyl ribonucleotides, peptide-nucleic acids (PNAs).


The term “antibody” refers to a polypeptide comprising a framework region from an immunoglobulin gene or fragments thereof that specifically binds and recognizes an antigen. The recognized immunoglobulin genes include the kappa, lambda, alpha, gamma, delta, epsilon, and mu constant region genes, as well as the myriad immunoglobulin variable region genes. Light chains are classified as either kappa or lambda. Heavy chains are classified as gamma, mu, alpha, delta, or epsilon, which in turn define the immunoglobulin classes, IgG, IgM, IgA, IgD and IgE, respectively. Typically, the antigen-binding region of an antibody will be most critical in specificity and affinity of binding. In some embodiments, antibodies or fragments of antibodies may be derived from different organisms, including humans, mice, rats, hamsters, camels, etc. Antibodies of the invention may include antibodies that have been modified or mutated at one or more amino acid positions to improve or modulate a desired function of the antibody (e.g. glycosylation, expression, antigen recognition, effector functions, antigen binding, specificity, etc.).


An exemplary immunoglobulin (antibody) structural unit comprises a tetramer. Each tetramer is composed of two identical pairs of polypeptide chains, each pair having one “light” (about 25 kD) and one “heavy” chain (about 50-70 kD). The N-terminus of each chain defines a variable region of about 100 to 110 or more amino acids primarily responsible for antigen recognition. The terms variable light chain (VL) and variable heavy chain (VH) refer to these light and heavy chains respectively.


For preparation of suitable antibodies of the invention and for use according to the invention, e.g., recombinant, monoclonal, or polyclonal antibodies, many techniques known in the art can be used (see, e.g., Kohler & Milstein, Nature 256:495-497 (1975); Kozbor et al., Immunology Today 4: 72 (1983); Cole et al., pp. 77-96 in Monoclonal Antibodies and Cancer Therapy, Alan R. Liss, Inc. (1985); Coligan, Current Protocols in Immunology (1991); Harlow & Lane, Antibodies, A Laboratory Manual (1988); and Goding, Monoclonal Antibodies: Principles and Practice (2d ed. 1986)). The genes encoding the heavy and light chains of an antibody of interest can be cloned from a cell, e.g., the genes encoding a monoclonal antibody can be cloned from a hybridoma and used to produce a recombinant monoclonal antibody. Gene libraries encoding heavy and light chains of monoclonal antibodies can also be made from hybridoma or plasma cells. Random combinations of the heavy and light chain gene products generate a large pool of antibodies with different antigenic specificity (see, e.g., Kuby, Immunology (3rd ed. 1997)). Techniques for the production of single chain antibodies or recombinant antibodies (U.S. Pat. Nos. 4,946,778, 4,816,567) can be adapted to produce antibodies to polypeptides of this invention. Also, transgenic mice, or other organisms such as other mammals, may be used to express humanized or human antibodies (see, e.g., U.S. Pat. Nos. 5,545,807; 5,545,806; 5,569,825; 5,625,126; 5,633,425; 5,661,016, Marks et al., Bio/Technology 10:779-783 (1992); Lonberg et al., Nature 368:856-859 (1994); Morrison, Nature 368:812-13 (1994); Fishwild et al., Nature Biotechnology 14:845-51 (1996); Neuberger, Nature Biotechnology 14:826 (1996); and Lonberg & Huszar, Intern. Rev. Immunol. 13:65-93 (1995)). Alternatively, phage display technology can be used to identify antibodies and heteromeric Fab fragments that specifically bind to selected antigens (see, e.g., McCafferty et al., Nature 348:552-554 (1990); Marks et al., Biotechnology 10:779-783 (1992)). Antibodies can also be made bispecific, i.e., able to recognize two different antigens (see, e.g., WO 93/08829, Traunecker et al., EMBO J. 10:3655-3659 (1991); and Suresh et al., Methods in Enzymology 121:210 (1986)). Antibodies can also be heteroconjugates, e.g., two covalently joined antibodies, or immunotoxins (see, e.g., U.S. Pat. No. 4,676,980, WO 91/00360; WO 92/200373; and EP 03089).


Methods for humanizing or primatizing non-human antibodies are well known in the art (e.g., U.S. Pat. Nos. 4,816,567; 5,530,101; 5,859,205; 5,585,089; 5,693,761; 5,693,762; 5,777,085; 6,180,370; 6,210,671; and 6,329,511; WO 87/02671; EP Patent Application 0173494; Jones et al. (1986) Nature 321:522; and Verhoyen et al. (1988) Science 239:1534). Humanized antibodies are further described in, e.g., Winter and Milstein (1991) Nature 349:293. Generally, a humanized antibody has one or more amino acid residues introduced into it from a source which is non-human. These non-human amino acid residues are often referred to as import residues, which are typically taken from an import variable domain. Humanization can be essentially performed following the method of Winter and co-workers (see, e.g., Morrison et al., PNAS USA, 81:6851-6855 (1984), Jones et al., Nature 321:522-525 (1986); Riechmann et al., Nature 332:323-327 (1988); Morrison and Oi, Adv. Immunol., 44:65-92 (1988), Verhoeyen et al., Science 239:1534-1536 (1988) and Presta, Curr. Op. Struct. Biol. 2:593-596 (1992), Padlan, Molec. Immun., 28:489-498 (1991); Padlan, Molec. Immun., 31(3):169-217 (1994)), by substituting rodent CDRs or CDR sequences for the corresponding sequences of a human antibody. Accordingly, such humanized antibodies are chimeric antibodies (U.S. Pat. No. 4,816,567), wherein substantially less than an intact human variable domain has been substituted by the corresponding sequence from a non-human species. In practice, humanized antibodies are typically human antibodies in which some CDR residues and possibly some FR residues are substituted by residues from analogous sites in rodent antibodies. For example, polynucleotides comprising a first sequence coding for humanized immunoglobulin framework regions and a second sequence set coding for the desired immunoglobulin complementarity determining regions can be produced synthetically or by combining appropriate cDNA and genomic DNA segments. Human constant region DNA sequences can be isolated in accordance with well known procedures from a variety of human cells.


An “antisense nucleic acid” as referred to herein is a nucleic acid (e.g. DNA or RNA molecule) that is complementary to at least a portion of a specific target nucleic acid (e.g. an mRNA translatable into a protein) and is capable of reducing transcription of the target nucleic acid (e.g. mRNA from DNA) or reducing the translation of the target nucleic acid (e.g. mRNA) or altering transcript splicing (e.g. single stranded morpholino oligo). See, e.g., Weintraub, Scientific American, 262:40 (1990). Typically, synthetic antisense nucleic acids (e.g. oligonucleotides) are generally between 15 and 25 bases in length. Thus, antisense nucleic acids are capable of hybridizing to (e.g. selectively hybridizing to) a target nucleic acid (e.g. target mRNA). In embodiments, the antisense nucleic acid hybridizes to the target nucleic acid sequence (e.g. mRNA) under stringent hybridization conditions. In embodiments, the antisense nucleic acid hybridizes to the target nucleic acid (e.g. mRNA) under moderately stringent hybridization conditions. Antisense nucleic acids may comprise naturally occurring nucleotides or modified nucleotides such as, e.g., phosphorothioate, methylphosphonate, and -anomeric sugar-phosphate, backbonemodified nucleotides. Antisense nucleic acids include, for example, siRNA, mircoRNA and the like.


A “siRNA,” “small interfering RNA,” “small RNA,” or “RNAi” as provided herein, 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 present in the same cell as the gene or target gene. The complementary portions of the nucleic acid that hybridize to form the double stranded molecule typically have substantial or complete identity. In one embodiment, a siRNA or RNAi is a nucleic acid that has substantial or complete identity to a target gene and forms a double stranded siRNA. In embodiments, the siRNA inhibits gene expression by interacting with a complementary cellular mRNA thereby interfering with the expression of the complementary mRNA. Typically, the nucleic acid is at least about 15-50 nucleotides in length (e.g., each complementary sequence of the double stranded siRNA is 15-50 nucleotides in length, and the double stranded siRNA is about 15-50 base pairs in length). In other embodiments, the length is 20-30 base nucleotides, preferably about 20-25 or about 24-29 nucleotides in length, e.g., 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, or 30 nucleotides in length.


As used herein, “viral (ZIKA) non-structural (NS) protein” refers to a protein encoded by virus (e.g., ZIKA virus) that is an RNA-binding protein that plays an integral role in virus replication.


As used herein, “ZIKV non-structural protein 5 (NS5)” refers to an RNA-dependent RNA polymerase that plays an essential role in viral replication in the infected host cytoplasm and contributes integrally to pathogenesis by localizing in the host cell nucleus. NS5 is comprised of two domains. The N-terminal domain binds GTP and can perform two biochemically distinct methylation reactions required for RNA cap formation. The C-terminal domain contains RNA-dependent RNA polymerase activity. ZIKV NS5 is recognized with high affinity by the host cell importin α/β1 heterodimer, thus representing a validated target for compounds capable of blocking that interaction.


As used herein, “ZIKV NS5 polymerase inhibitors” refer to compounds capable of preventing viral replication by selectively binding to NS5 polymerase and blocking its interaction with the host cell importin α/β1 heterodimer. The compounds shown to exhibit an inhibitory activity against ZIKA NS5 polymerase include, but are not limited to, beclabuvir, dasabuvir, deleobuvir, filibuvir, setrobuvir, radalbuvir, sofosbuvir, N-(4-hydroxyphenyl) retinamide (4-HPR), 2,1-benzothiazine-2,2-dioxide, or chloroquine (Q).


As used herein, “ZIKV non-structural protein NS2B-NS3 (NS2B-NS3)” is an HIV protease, which consists of the NS2B cofactor and the NS3 protease domain, both of which are essential for cleavage of the ZIKV polyprotein precursor and generation of fully functional viral proteins.


As used herein, “ZIKV NS2B-NS3 HIV protease inhibitors” refer to compounds capable of preventing viral replication by selectively binding to NS2B-NS3 HIV protease and blocking proteolytic cleavage of protein precursors that are necessary for production of infectious viral particles. The compounds shown to exhibit an inhibitory activity against ZIKA NS2B-NS3 HIV protease include, but are not limited to, amprenavir, atazanavir, darunavir, fosamprenavir, indinavir, lopinavir, nelfinavir, ritonavir, saquinavir, tipranavir, asunaprevir, boceprevir, grazoprevir, paritaprevir, simeprevir, or telaprevir.


As used herein, “calcium channel” refers to an ion channel which shows selective permeability to calcium ions. Voltage-gated or voltage-dependent calcium channels (VDCCs) is a group of voltage-gated ion channels found in the membranes of excitable (e.g., muscle, glial cells, neurons, etc.) with a permeability to the calcium ion. Activation of particular VDCCs allows calcium ions to rush into the cell, which, depending on the cell type, results in activation of calcium-sensitive potassium channels, muscular contraction, excitation of neurons, up-regulation of gene expression, or release of hormones or neurotransmitters. Ligand-gated ion channels (LICs, LGIC), also commonly referred as ionotropic receptors, are a group of transmembrane ion-channel proteins which open to allow ions such as Na+, K+, Ca2+, and/or Cl to pass through the membrane in response to the binding of a chemical messenger (i.e. a ligand), such as a neurotransmitter.


As used herein, “calcium channel blockers” (CCB) refer to compounds that are capable of disrupting the movement of calcium through calcium channels. Calcium channel blockers are used as antihypertensive drugs, i.e., as medications to decrease blood pressure in patients with hypertension. CCBs are particularly effective against large vessel stiffness, one of the common causes of elevated systolic blood pressure in elderly patients. Calcium channel blockers are also frequently used to alter heart rate, to prevent cerebral vasospasm, and to reduce chest pain caused by angina pectoris. Calcium channel blockers can be in short-acting and long-acting forms. Short-acting calcium channel blockers work quickly, but their effects lasts for a few hours. Long-acting medications are slowly released to provide a longer lasting effect. Available calcium channel blockers include, but are not limited to, Amlodipine, Aranidipine, Azelnidipine, Barnidipine Benidipine, Clevidipine, Efonidipine, Felodipine, Isradipine, Lacidipine, Lercanidipine, Manidipine, Nicardipine, Nifedipine, Nilvadipine, Nimodipine, Nisoldipine, Nitrendipine, Pranidipine, Diltiazem, and Verapamil.


Methods

In a first aspect, there is provided a method of treating a Zika viral infection. The method includes administering to a subject in need thereof an effective amount of a compound as set forth in any of FIG. 1A1B, 2A-2D, 3A-3B, 6, 8, or 9A-9K.


In embodiments, the compound is Ganciclovir, Procaine hydrochloride, Zidovudine, Acyclovir, Drostanolone Propionate, Dapivirine (TMC120), Tilorone hydrochloride, Docosanol, Suramin, Clomiphene, Amphotericin B, Toremifene, Mycophenolic acid, Fluoxetine, Niclosamide, or polyhydroxyalkanoate (PHA). In the embodiments below, the compounds are identified by their IUPAC chemical names.


In embodiments, the compound is Ganciclovir (also referred to herein as 9-(1,3-dihydroxy-2-propoxymethyl)guanine), CAS Number 824 10-32-0.


In embodiments, the compound is Procaine hydrochloride (also referred to herein as 4-amino-, 2-(diethylamino) ethyl ester monohydrochloride), CAS Number: 51-05-8.


In embodiments, the compound is Zidovudine (also referred to herein as 3′-deoxy-3′-azido-thymidine or 1-[(2R,4S,5S)-4-Azido-5-(hydroxymethyl)oxolan-2-yl]-5-methylpyrimidine-2,4-dione), CAS Number 30516-87-1.


In embodiments, the compound is Acyclovir (also referred to herein as 2-Amino-1,9-dihydro-9-((2-hydroxyethoxy)methyl)-3H-purin-6-one), CAS Number 59277-89-3.


In embodiments, the compound is Drostanolone Propionate (also referred to herein as (2R,5S,8R,9S,10S,13S,14S,17S)-17-hydroxy-2,10,13-trimethyl-1,2,4,5,6,7,8,9,11,12,14,15,16,17-tetradecahydrocyclopenta[a]phenanthren-3-one), CAS Number 58-19-5.


In embodiments, the compound is Dapivirine (also referred to herein as 4-{[4-(mesitylamino)-2-pyrimidinyl]amino}benzonitrile, CAS Number 244767-67-7.


In embodiments, the compound is Tilorone hydrochloride (also referred to herein as 2,7-Bis(2-diethylaminoethoxy)fluoren-9-one hydrochloride); CAS Number 27591-69-1.


In embodiments, the compound is Docosanol having CAS number 661-19-8.


In embodiments, the compound is Suramin (also referred to herein as 8,8′-{Carbonylbis[imino-3,1-phenylenecarbonylimino(4-methyl-3,1-phenylene)carbonylimino]}di(1,3,5-naphthalenetrisulfonic acid), CAS Number 145-63-1.


In embodiments, the compound is Clomiphene (also referred to herein as (E,Z)-2-(4-(2-chloro-1,2-diphenylethenyl)phenoxy)-N,N-diethylethanamine), CAS Number 911-45-5.


In embodiments, the compound is Amphotericin B (also referred to herein as (1R,3S,5R,6R,9R,11R,15S,16R,17R,18S,19E,21E,23E,25E,27E,29E,31E,33R,35S,36R,37S)-33-[(3-amino-3,6-dideoxy-β-D-mannopyranosyl)oxy]-1,3,5,6,9,11,17,37-octahydroxy-15,16,18-trimethyl-13-oxo-14,39-dioxabicyclo [33.3.1]nonatriaconta-19,21,23,25,27,29,31-heptaene-36-carboxylic acid); CAS Number 1397-89-3.


In embodiments, the compound is Toremifene (also referred to herein as 2-[4-[(1Z)-4-chloro-1,2-diphenyl-but-1-en-1-yl]phenoxy]-N,N-dimethylethanamine), CAS number 89778-26-7.


In embodiments, the compound is Mycophenolic acid (also referred to herein as (4E)-6-(4-Hydroxy-6-methoxy-7-methyl-3-oxo-1,3-dihydro-2-benzofuran-5-yl)-4-methylhex-4-enoic acid), CAS Number 24280-93-1.


In embodiments, the compound is Fluoxetine (also referred to herein as N-methyl-3-phenyl-3-[4-(trifluoromethyl)phenoxy]propan-1-amine), CAS Number 54910-89-3.


In embodiments, the compound is Niclosamide (also referred to herein as 5-Chloro-N-(2-chloro-4-nitrophenyl)-2-hydroxybenzamide), CAS Number 50-65-7.


In embodiments, the compound is polyhydroxyalkanoate (PHA).


In another aspect, there is provided a method of treating a Zika viral infection. The method comprises administering to a subject in need thereof an effective amount of an NS5 polymerase inhibitor.


In embodiments, the NS5 polymerase inhibitor is beclabuvir, dasabuvir, deleobuvir, filibuvir, setrobuvir, radalbuvir, or sofosbuvir.


In embodiments, the NS5 polymerase inhibitor is beclabuvir (also referred to herein as (1aR,12bS)-8-Cyclohexyl-N-(dimethylsulfamoyl)-11-methoxy-1a-{[(1R,5S)-3-methyl-3,8-diazabicyclo[3.2.1]oct-8-yl]carbonyl}-1,1a,2,12b-tetrahydrocyclopropa[d]indolo[2,1-a][2]benzazepine-5-carboxamide), CAS Number 958002-33-0.


In embodiments, the NS5 polymerase inhibitor is dasabuvir (also referred to herein as N-{6-[5-(2,4-Dioxo-3,4-dihydro-1(2H)-pyrimidinyl)-2-methoxy-3-(2-methyl-2-propanyl)phenyl]-2-naphthyl}methanesulfonamide), CAS Number 1132935-63-7.


In embodiments, the NS5 polymerase inhibitor is deleobuvir (also referred to herein as (2E)-3-(2-{1-[2-(5-Bromopyrimidin-2-yl)-3-cyclopentyl-1-methyl-1H-indole-6-carboxamido]cyclobutyl 1-1-methyl-1H-benzimidazol-6-yl)prop-2-enoic acid), CAS Number 863884-77-9.


In embodiments, the NS5 polymerase inhibitor is filibuvir (also referred to herein as (2R)-2-cyclopentyl-2-[2-(2,6-diethylpyridin-4-yl)ethyl]-5-[(5,7-dimethyl-[1,2,4]triazolo[1,5-a]pyrimidin-2-yl)methyl]-4-hydroxy-3H-pyran-6-one), CAS Number 877130-28-4.


In embodiments, the NS5 polymerase inhibitor is setrobuvir (also referred to herein as N-(3-1(4aR,5S,8R,8aS)-1-[(4-fluorophenyl)methyl]-4-hydroxy-2-oxo-1,2,4a,5,6,7,8,8a-octahydro-5,8-methanoquinolin-3-yl}-1,1-dioxo-1,4-dihydro-1λ6,2,4-benzothiadiazin-7-yl)methanesulfonamide), CAS Number 1071517-39-9.


In embodiments, the NS5 polymerase inhibitor is radalbuvir (also referred to herein as 5-(3,3-Dimethylbut-1-yn-1-yl)-3-{(1R)—N-[(1s,4s)-4-hydroxy-4-(1[(3S)-oxolan-3-yl]oxy}methyl)cyclohexyl]-4-methylcyclohex-3-ene-1-carboxamido}thiophene-2-carboxylic acid), CAS Number 1314795-11-3.


In embodiments, the NS5 polymerase inhibitor is sofosbuvir (also referred to herein as Isopropyl (2S)-2-[[[(2R,3R,4R,5R)-5-(2,4-dioxopyrimidin-1-yl)-4-fluoro-3-hydroxy-4-methyl-tetrahydrofuran-2-yl]methoxy-phenoxy-phosphoryl]amino]propanoate), CAS Number 1190307-88-0.


In another aspect, there is provided a method of treating a Zika viral infection. The method comprises administering to a subject in need thereof an effective amount of an HIV protease inhibitor.


In embodiments, the HIV protease inhibitor is amprenavir, atazanavir, darunavir, fosamprenavir, indinavir, lopinavir, nelfinavir, ritonavir, saquinavir, tipranavir, asunaprevir, boceprevir, grazoprevir, paritaprevir, simeprevir, or telaprevir.


In embodiments, the HIV protease inhibitor is amprenavir (also referred to herein as (3S)-oxolan-3-yl N-[(2S,3R)-3-hydroxy-4-[N-(2-methylpropyl)(4-aminobenzene)sulfonamido]-1-phenylbutan-2-yl]carbamate), CAS Number 161814-49-9.


In embodiments, the HIV protease inhibitor is atazanavir (also referred to herein as methyl N-[(1S)-1-{[(2S,3S)-3-hydroxy-4-[(2S)-2-[(methoxycarbonyl)amino]-3,3-dimethyl-N′-1-[4-(pyridin-2-yl)phenyl]methyl}butanehydrazido]-1-phenylbutan-2-yl]carbamoyl}-2,2-dimethylpropyl]carbamate), CAS Number 198904-31-3.


In embodiments, the HIV protease inhibitor is darunavir (also referred to herein as [(1R,5S,6R)-2,8-dioxabicyclo[3.3.0]oct-6-yl]N-[(2S,3R)-4-[(4-aminophenyl)sulfonyl-(2-methylpropyl)amino]-3-hydroxy-1-phenyl-butan-2-yl]carbamate), CAS Number 206361-99-1.


In embodiments, the HIV protease inhibitor is fosamprenavir (also referred to herein as [(1R,3S)-1-[N-(2-methylpropyl)(4-aminobenzene)sulfonamido]-3-(1[(3S)-oxolan-3-yloxy]carbonyl}amino)-4-phenylbutan-2-yl]oxy}phosphonic acid), CAS Number 226700-81-8.


In embodiments, the HIV protease inhibitor is indinavir (also referred to herein as (2S)-1-[(2S,4R)-4-benzyl-2-hydroxy-4-1[(1S,2R)-2-hydroxy-2,3-dihydro-1H-inden-1-yl]carbamoyl}butyl]-N-tert-butyl-4-(pyridin-3-ylmethyl)piperazine-2-carboxamide), CAS Number 150378-17-9.


In embodiments, the HIV protease inhibitor is lopinavir (also referred to herein as (2S)—N-[(2S,4S,5S)-5-[2-(2,6-dimethylphenoxy)acetamido]-4-hydroxy-1,6-diphenylhexan-2-yl]-3-methyl-2-(2-oxo-1,3-diazinan-1-yl)butanamide), CAS Number 192725-17-0.


In embodiments, the HIV protease inhibitor is nelfinavir (also referred to herein as (3S,4aS,8aS)—N-tert-butyl-2-[(2R,3R)-2-hydroxy-3-[(3-hydroxy-2-methylphenyl)formamido]-4-(phenylsulfanyl)butyl]-decahydroisoquinoline-3-carboxamide), CAS Number 159989-64-7.


In embodiments, the HIV protease inhibitor is ritonavir (also referred to herein as 1,3-thiazol-5-ylmethyl N-[(2S,3S,5S)-3-hydroxy-5-[(2S)-3-methyl-2-{[methyl({[2-(propan-2-yl)-1,3-thiazol-4-yl]methyl})carbamoyl]amino}butanamido]-1,6-diphenylhexan-2-yl]carbamate), CAS Number 155213-67-5.


In embodiments, the HIV protease inhibitor is saquinavir (also referred to herein as (2S)—N-[(2S,3R)-4-[(3S)-3-(tert-butylcarbamoyl)-decahydroisoquinolin-2-yl]-3-hydroxy-1-phenylbutan-2-yl]-2-(quinolin-2-ylformamido)butanediamide), CAS Number 127779-20-8.


In embodiments, the HIV protease inhibitor is tipranavir (also referred to herein as N-{3-[(1R)-1-[(2R)-6-hydroxy-4-oxo-2-(2-phenylethyl)-2-propyl-3,4-dihydro-2H-pyran-5-yl]propyl]phenyl}-5-(trifluoromethyl)pyridine-2-sulfonamide), CAS Number 17-44-84-41-4.


In embodiments, the HIV protease inhibitor is asunaprevir (also referred to herein as 3-Methyl-N-{[(2-methyl-2-propanyl)oxy]carbonyl}-L-valyl-(4R)-4-[(7-chloro-4-methoxy-1-isoquinolinyl)oxy]-N-{(1R,2S)-1-[(cyclopropylsulfonyl)carbamoyl]-2-vinylcyclopropyl}-L-prolinamide), CAS Number 630420-16-5.


In embodiments, the HIV protease inhibitor is boceprevir (also referred to herein as (1R,5S)—N-[3-Amino-1-(cyclobutylmethyl)-2,3-dioxopropyl]-3-[2(S)-[[[(1,1-dimethylethyl)amino]carbonyl]amino]-3,3-dimethyl-1-oxobutyl]-6,6-dimethyl-3-azabicyclo[3.1.0]hexane-2(S)-carboxamide), CAS Number 394730-60-0.


In embodiments, the HIV protease inhibitor is grazoprevir (also referred to herein as (1R,18R,20R,24S,27S)—N-1(1R,2S)-1-[(cyclopropylsulfonyl)carbamoyl]-2-vinylcyclopropyl}-7-methoxy-24-(2-methyl-2-propanyl)-22,25-dioxo-2,21-dioxa-4,11,23,26-tetraazapentacyclo[24.2.1.03,12.05,10.0 18,20]nonacosa-3,5,7,9,11-pentaene-27-carboxamide), CAS Number 1350514-68-9.


In embodiments, the HIV protease inhibitor is paritaprevir (also referred to herein as (2R,6S,12Z,13 aS,14aR,16aS)—N-(Cyclopropylsulfonyl)-6-1[(5-methyl-2-pyrazinyl)carbonyl]amino}-5,16-dioxo-2-(6-phenanthridinyloxy)-1,2,3,6,7,8,9,10,11,13a,14,15,16,16a-tetradecahydrocyclopropa[e]pyrrolo[1,2-a][1,4]diazacyclopentadecine-14a(5H)-carboxamide), CAS Number 1216941-48-8.


In embodiments, the HIV protease inhibitor is simeprevir (also referred to herein as (2R,3aR,10Z,11aS,12aR,14aR)—N-(Cyclopropylsulfonyl)-2-{[2-(4-isopropyl-1,3-thiazol-2-yl)-7-methoxy-8-methyl-4-quinolinyl]oxy}-5-methyl-4,14-dioxo-2,3,3a,4,5,6,7,8,9,11a,12,13,14,14a-tetradecahydrocyclopenta[c]cyclopropa[g][1,6]diazacyclotetradecine-12a(1H)-carboxamide), CAS Number 923604-59-5.


In embodiments, the HIV protease inhibitor is telaprevir (also referred to herein as (1S,3aR,6aS)-2-[(2S)-2-[[(2S)-2-Cyclohexyl-2-(pyrazine-2-carbonylamino)acetyl]amino]-3,3-dimethylbutanoyl]-N-[(3S)-1-(cyclopropylamino)-1,2-dioxohexan-3-yl]-3,3a,4,5,6,6a-hexahydro-1H-cyclopenta[c]pyrrole-1-carboxamide), CAS Number 402957-28-2.


In another aspect, there is provided a method of treating a Zika viral infection. The method comprises administering to a subject in need thereof an effective amount of a protein or a gene encoding the protein.


In embodiments, the protein is a ZIKV non-structural (NS) protein. In embodiments, the ZIKV non-structural protein is NS5. In embodiments, the protein is NS5 RNA polymerase. In embodiment, the ZIKV non-structural protein is NS2B-NS3. In embodiments, the protein is NS2B-NS3 protease.


In another aspect, there is provided a method of treating a Zika viral infection. The method includes administering to a subject in need thereof an effective amount of a calcium channel blocker.


In embodiments, the calcium channel blocker is manidipine, cilnidipine, or benidipine.


In another aspect, there is provided a method of treating a Zika viral infection. The method includes administering to a subject in need thereof an effective amount of a combination therapeutic composition including an NS5 polymerase inhibitor and a HIV protease inhibitor. The term “combination therapeutic composition” or the like refers, in the usual and customary sense, to administration of a plurality of pharmaceutically acceptable compounds or agents, each optionally including a pharmaceutically acceptable excipient. The plurality of pharmaceutically acceptable compounds or agents can be administered in a single dosage. The plurality of pharmaceutically acceptable compounds or agents can be administered in a multi-dose regimen. The plurality of pharmaceutically acceptable compounds or agents can be co-administered with each other.


In embodiments, the combination therapeutic composition includes Suramin, Ganciclovir, Procaine hydrochloride, Zidovudine, Acyclovir, Drostanolone Propionate, Dapivirine (TMC120), Tilorone hydrochloride, Docosanol, clomiphene, amphotericin B, toremifene, mycophenolic acid, fluoxetine, niclosamide, and/or polyhydroxyalkanoates (PHA).


The following examples illustrate certain specific embodiments of the invention and are not meant to limit the scope of the invention.


Embodiments herein are further illustrated by the following examples and detailed protocols. However, the examples are merely intended to illustrate embodiments and are not to be construed to limit the scope herein. The contents of all references and published patents and patent applications cited throughout this application are hereby incorporated by reference.


Example 1. Screening Studies

As shown in FIG. 1A, antiviral activity of approved drugs/clinical molecules library was tested against Zika virus in human 293 T cells at the MOI of 5. Cells were pretreated with drugs (10 uM) for 1 hour and infected with ZIKV (MOI=5). After 24 hours of infection, mRNA was isolated and the levels of cellular ZIKV was determined by qRT-PCR.


As shown in FIG. 1B, methyl transferase inhibitors potently reduced ZIKV replication. Methods were as described in FIG. 1A.


As shown in FIGS. 2A-2D, there is observed a dose dependent inhibition of selected antiviral molecules. Conditions: Zika virus in 293 T cells at the MOI of 5 using different concentration of drugs. IC50 was calculated.


As shown in FIGS. 3A-3B, there is observed synergistic activity of lopinavir and ritonavir. 293 T cells were pretreated with indicated drugs and after 1 hour, the cells were infected with ZIKV at the MOI of 5. After 24 hours, proteins were analyzed by western blotting (FIG. 3A) and mRNA was isolated and the levels of cellular ZIKV was determined by qRT-PCR (FIG. 3B).



FIG. 4 outlines an experimental protocol to determine the drug efficacy for ZIKV inhibition in vivo.



FIGS. 5A-5D depict results demonstrating ZIKV protease inhibition in animal tissues (i.e., brain, blood, testes, spleen), in prophylaxis (i.p) and therapeutic (oral) regimens.



FIG. 6 depicts ZIKV levels as determined by qRT-PCR for ZIKA in Vero cells at 10 μM concentration (left to right) of control, berberine, fluoxentine, formoterol, genistine, U0126, dibucaine, pirlindole, suramin, mycophenolic acid, PHA, and niclosamide.



FIG. 7 depicts dose response studies on ZIKV levels for clomiphene, amphotericin B, and toremifene.



FIG. 8 depicts ZIKV levels after administration of various agents. The term “Hits” refers to agent which reduce ZIKV load, including Ganciclovir, Procaine hydrochloride. Zidovudine. Acyclovir. Drostanolone Propionate, Dapivirine (TMC120), Tilorone hydrochloride, and Docosanol.



FIGS. 9A-9K depict ZIKA inhibition by various drugs as visualized by immunostaining. Agents in order (top to bottom): mock, DMSO, PHA-690509, formoterol, fluoxetine, genistein, U0126, berberine, dibucaine, pirlindole, and suramin.


Example 2. Zika Virus Infection Reprograms Global Transcription of Host Cells to Allow Sustained Infection

Abstract. Zika virus (ZIKV) is an emerging virus causally linked to neurological disorders, including congenital microcephaly and Guillain-Barré syndrome. There are currently no targeted therapies for ZIKV infection. To identify novel antiviral targets and to elucidate the mechanisms by which ZIKV exploits the host cell machinery to support sustained replication, we analyzed the transcriptomic landscape of human microglia, fibroblast, embryonic kidney, and monocyte-derived macrophage cell lines before and after ZIKV infection. The four cell types differed in their susceptibility to ZIKV infection, consistent with differences in their expression of viral response genes before infection. Clustering and network analyses of genes differentially expressed after ZIKV infection revealed changes related to the adaptive immune system, angiogenesis, and host metabolic processes that are conducive to sustained viral production. Genes related to the adaptive immune response were downregulated in microglia cells, suggesting that ZIKV effectively evades the immune response after reaching the central nervous system. Like other viruses, ZIKV diverts host cell resources and reprograms the metabolic machinery to support RNA metabolism, ATP production, and glycolysis. Consistent with these transcriptomic analyses, nucleoside metabolic inhibitors abrogated ZIKV replication in microglia cells.


Introduction


Zika virus (ZIKV) is an emerging arbovirus of the Flaviviridae family [1,2], which includes West Nile (WNV), yellow fever, Chikungunya, dengue, and Japanese encephalitis viruses [2]. These viruses cause mosquito-borne diseases transmitted by the Aedes genus [2]. ZIKV may also be transmitted sexually and vertically [3,4]. ZIKV was first discovered more than 60 years ago in samples taken from a sentinel rhesus monkey in the Zika forest of Uganda, and has since been isolated from mosquitoes and humans [5,6]. Various epidemiological studies have revealed a worldwide spread of ZIKV to geographic areas ranging from Asia and the Pacific to, most recently, the Americas [1]. The rapid spread of ZIKV from Asia to the Americas has affected more than 30 countries. Due to its sporadic nature and mild symptoms, ZIKV infection was initially ignored. Approximately 80% of ZIKV infections are asymptomatic, and the most common symptoms include fever, arthralgia, rash, myalgia, edema, vomiting, and non-purulent conjunctivitis [7]. However, ZIKV infection in pregnant women has been linked to the increasing incidence of congenital microcephaly and other disorders such as placental insufficiency, fetal growth retardation, and fetal death. Emerging evidence suggests that ZIKV causes mild symptoms in non-pregnant individuals, but it has also been associated with neurological abnormalities and Guillain-Barré syndrome [8-11].


Female Aedes mosquitoes act as vectors to transmit ZIKV through the skin of the mammalian host, which is followed by infection of permissive cells through specific receptors. Current reports indicate that dermal fibroblasts, dendritic cells, neural progenitor cells, and epidermal keratinocytes are permissive to ZIKV infection while placental trophoblasts are resistant due to constitutive release of type III interferon [12-16]. Interferon knockout mouse models have also shown susceptibility to ZIKV infection [17-19]. However, the pathogenesis of ZIKV infection remains poorly understood. In this study, we analyzed transcriptomic changes induced by ZIKV infection in four human cell lines (microglia, fibroblast, macrophage, and human embryonic kidney cells) to identify genes that could be developed as potential therapeutic targets and to provide insight into the interaction between ZIKV and the host cell.


Results.


Cell Type-Specific ZIKV Replication and Infection. To analyze factors contributing to ZIKV pathogenesis, we selected four human cell lines, microglia, BJ (foreskin fibroblast), 293FT (embryonic kidney), and THP-1 derived macrophages (monocyte-derived macrophage), and inoculated them with ZIKV produced in Vero and BHK cells at a multiplicity of infection of 1 (FIGS. S1A-S1E). The choice of cell lines was driven by a desire to understand different aspects of ZIKV pathogenesis. Microglia cells model the resident macrophages in the brain and provide information on how they may contribute to neuroinflammation and other ZIKV-associated neurodegenerative disorders, such as Guillain-Barré syndrome. BJ cells were selected to model dermal infection, the primary route of mosquito-driven ZIKV infection. The 293FT human embryonic kidney cell line is well known for robust lentivirus production and may provide an ideal host for ZIKV replication as well. Lastly, THP-1 macrophages provide a model of the effect of ZIKV infection on a host cell critical for the immune response. ZIKV expression was assessed by immunofluorescent staining of cells with an antibody against the ZIKVE flavivirus envelope protein at 24 h post-infection (hpi). ZIKV infection was most marked in microglia cells, followed by BJ, 293FT, and THP-1 derived macrophages (FIGS. 10A-10D). These findings were confirmed by one-step RT-qPCR of viral RNA in the cell supernatants, which showed statistically significant differences in the levels of viral transcripts between microglia and THP-1 derived macrophages at 24 and 48 hpi (FIG. 10E). This marked difference in ZIKV susceptibility is notable because both cell types are macrophages; microglia cells are microglial and THP-1 derived macrophages are monocyte-derived.


We next analyzed changes in the transcriptomic landscapes of the four cell types after ZIKV infection to identify potential key regulators responsible for the cell type-specific differences in ZIKV replication. For this, total RNA was extracted from mock- and ZIKV-infected cell lines at 24 hpi and analyzed by Illumina NextSeq 500. We elected to examine gene expression at 24 hpi to assess the effects of ZIKV infection immediately following the early innate immune response (FIGS. S1E-S1E). FIGS. 11A-11E show the data presented in Circos plots, in which the fold change for differentially expressed genes (shown in inner circles) are plotted in contrast with the overall gene expression level (in outer circles) for microglia, BJ, 293FT and THP-1 derived macrophages (FIGS. 11A-11D, respectively). Interestingly, the level of ZIKV expression and the impact of ZIKV infection on the transcriptome were inversely correlated. Thus, microglia cells showed the fewest changes in gene expression following infection (FIG. 11A), followed by BJ (FIG. 11B), 293FT (FIG. 11C), and THP-1 derived macrophages (FIG. 11D). Furthermore, the magnitude of the gene expression changes also differed between the cell types, with the differentially expressed genes in THP-1 derived macrophages displaying the biggest differences between mock- and ZIKV-infected cells (FIG. 11E).


Analysis of Viral Response Genes Identifies Potential Cell Type-Specific Regulators. To identify genes that may account for the different levels of ZIKV expression in the four cell lines, we analyzed the expression of endogenous viral response genes before infection. We hypothesized that the initial ZIKV viral entry and replication mechanisms might be dependent on the expression levels of specific host genes. Thus, genes from the human GRCh38.p5 database in Ensembl associated with the following gene ontology terms were analyzed in the mock-infected cells: “response to virus,” “modulation of virus host gene expression,” “viral transcription,” and “viral release from host cell” (FIGS. 12A-12B, FIGS. S1A-S2D, and Table 1).


Consistent with our hypothesis, THP-1 derived macrophages, which were the most resistant to ZIKV infection, expressed the greatest number of viral response genes and immune-related genes, while microglia cells express the fewest (FIGS. S2E-S2F, Table 3). Genes that were uniquely or highly expressed in THP-1 derived macrophages but showed low expression in microglia were analyzed as potential antiviral ZIKV factors. Interestingly, expression of immune regulatory molecules, including CCL3, CCL4, CCL5, TNF, IRF5, CXCL10, OAS1, TLR7, TLR8, and IL27 was highest in THP-1 derived macrophages, indicating that they are primed to mount a vigorous defense as part of the initial innate immune response to ZIKV and to elicit greater transcriptional changes in response to ZIKV infection (FIGS. 11E and 12B). Comparison of genes differentially expressed in the four cell types before infection revealed high expression of CD4 in THP-1 derived macrophages and low expression of CHMP4C (charged multivesicular body protein 4C). CHMP4C is a component of the ESCRT-III family responsible for surface receptor degradation and viral budding [20]. Further mechanistic studies will be necessary to determine which of these viral response and immune-related genes might be vital for regulating ZIKV expression.


We also examined the differential expression of cell surface receptor genes in the four cell types prior to ZIKV infection to identify potential antiviral receptors that may confer greater ZIKV resistance on THP-1 derived macrophages. Heat map clustering of cell surface receptor genes identified several genes that were expressed highly in THP-1 compared with the other cell types, including CD86, LY6D, CXCL10, CD48, and IL12RB1 (FIGS. 12C-12D, Table 2). Gene ontology analysis of these and other genes showing selectively high expression in THP-1 derived macrophages revealed an enrichment of genes involved in cell activation, immune response, and cell receptor signaling (FIG. 12E). These analyses of the steady-state expression of endogenous genes in the four cell lines before ZIKV infection have identified a number antiviral genes highly expressed in THP-1 derived macrophages, suggesting they could be exploited to therapeutic effect.


ZIKV Infection Modulates the Metabolic and Transcriptional Landscape. To determine the effects of ZIKV infection on the host transcriptome, we analyzed differentially expressed genes between mock- and ZIKV-infected cell lines at 24 hpi. As mentioned above, the total number of differentially expressed genes in ZIKV-infected cells was inversely correlated with the level of ZIKV infection, with the least and most marked changes occurring in CHME-1 and THP-1 derived macrophages, respectively (FIGS. 10A-10E and 11E). In-depth analysis of the differentially expressed genes revealed that ZIKV infection elicited a similar pattern of gene expression changes between BJ and 293FT cells and between microglia and THP-1 derived macrophages, both macrophage cell types; however, the fold change in expression is much greater in THP-1 derived macrophages (FIG. 13A, Table 4). Predictive network analyses suggested that a significant portion of the differentially expressed genes following ZIKV infection interact to regulate common pathways such as including mRNA processing, metabolic processes, RNA processing, and cellular component disassembly (FIG. 13B and FIGS. S3A-S3D).


Further clustering analysis highlighted the distinct patterns of gene expression changes in the ZIKV-infected cells (right vertical bar in FIG. 13A). Analysis of genes that were predominantly upregulated in microglia and THP-1 macrophages and downregulated in BJ and 293FT cells (red on the vertical bar in FIG. 13A) indicated that they are associated with transcriptional regulators, RNA metabolic processes, and macromolecule biosynthesis (FIG. 13C). Genes upregulated in THP-1 macrophages and downregulated in all other cell lines (green bar) included IL1B, CD4, IL27RA, and FCER1G which act as positive regulators of the adaptive immune response, Fc epsilon RI signaling pathway and complement and coagulation cascades (FIGS. 13A and 13E). Interestingly, these genes are downregulated in microglia, BJ, and 293FT. These findings help to explain why THP-1 derived macrophages, which have the highest expression of innate immune genes in the uninfected state and the greatest upregulation of adaptive immune response genes post-infection, have the lowest level of ZIKV expression.


The cluster of genes downregulated by ZIKV infection in microglia and BJ but upregulated in 293FT and THP-1 derived macrophages (bar, FIG. 13A) included several key genes that regulate virus receptor activity, protein kinase B activity, and angiogenesis (FIG. 13F). A notable gene in this cluster is the viral entry receptor AXL, which has previously been associated with ZIKV pathogenesis [12,21]. In contrast, the gene cluster downregulated in the macrophage lines (bar in FIG. 13A), and particularly in THP-1 derived macrophages, are strongly associated with translational elongation and various cellular metabolic processes (FIG. 13D). Finally, genes differentially expressed in ZIKV-infected microglia and THP-1 derived macrophages (bar in FIG. 13A) were related to metabolic processes (FIG. 13G). Viruses are obligate parasites that exploit the host's metabolic processes to reproduce [22-24]. Understanding the mechanisms by which ZIKV alters the host cell metabolism may thus provide additional novel therapeutic targets. Further examination of the roles of metabolic control genes such as TERT, ALDH7A1, CREB5, EAPP, and NDUFA11 as they relate to ZIKV infection may provide further insights into ZIKV pathogenesis.


Since metabolic processes are the most dysregulated pathways during ZIKV infection at the transcriptome level, we hypothesized that inhibition of these pathways could be exploited for therapeutic effects. To determine the role of host cell metabolism in ZIKV replication, we utilized nucleoside metabolic inhibitors because nucleoside analogs have been reported to inhibit flaviviruses by interfering with RNA synthesis, methyl transferases, and thymidine synthesis pathway [25-27]. We utilized nucleoside metabolic inhibitors flurouracil and floxuridine in our experiments. Microglia cells were treated with flurouracil or floxuridine and inoculated with ZIKV. The effect of the antimetabolites floxuridine (FIGS. 14A-14B) and flurouracil (FIGS. 14C-14D) on ZIKV replication was assessed 48 hpi at the RNA and protein level by RT-qPCR and immunohistochemistry, respectively. Although both nucleoside analog affected ZIKV, but the treatment of floxuridine inhibited ZIKV more efficiently in a dose dependent manner than flurouracil. These findings show that ZIKV replication is sensitive to nucleoside metabolic pathways revealed by transcriptomic analyses.


Discussion.


We analyzed the transcriptional profiles of human microglia, fibroblast, kidney, and macrophage cell lines to explore the host factors that contribute to susceptibility to ZIKV infection, viral replication, and host symptomology. ZIKV expression was significantly different among the cell lines, with a notably large difference between microglial cells and THP-1 monocyte-derived cells, despite both being macrophage cell lines. A recent study analyzing the cell line susceptibility in across cell types—including placental, genitourinary, neuromuscular, retinal, respiratory and liver—and species further validate our findings. Similar to our results, the study showed that THP-1 derived macrophages are relatively resistant to viral infection when compared to HEK, HeLa and SF268 neurons [28].


By analyzing steady-state gene expression levels in cells before ZIKV infection, we identified several antiviral response genes that may contribute to the significant difference in ZIKV expression between cell types. For example, the Toll-like receptors TLR7 and TLR8 are functionally related genes and are highly expressed in THP-1 derived macrophages compared with microglia, 293FT, and BJ cells. Since TLR7 and TLR8 are activated by ssRNAs, they likely allow THP-1 macrophages to recognize flaviviruses and produce a more robust innate immune response [29-30]. Moreover, THP-1 derived macrophages express TNF-α as well as CD86, a co-stimulatory molecule that has been implicated in the early and late acute phases of dengue infection. However, it is important to note that differences in basal level gene expression between cell types does not necessarily equate to functional significance. Further experiments will be required to determine which of these antiviral response genes regulate ZIKV expression.


Other flaviviruses, such as West Nile (WNV), dengue, yellow fever, and Japanese encephalitis viruses, have shown a remarkable ability to evade the innate and adaptive immune systems [31]. Complement proteins recognize target pathogens and act as opsonins to promote recruitment of phagocytes and lysis of infected cells. Previous studies have shown that the complement system can be compromised by the flavivirus nonstructural protein NS1, which interacts with the complement regulatory glycoprotein factor H [32]. In addition, flaviviruses are able to evade the antibody and cellular immune response by affecting antigen presentation. The error-prone nature of flavivirus RNA polymerases leads to the accumulation of mutations and subsequent alterations in viral proteins that may help them to escape recognition by neutralizing or inhibitory antibodies [32].


We showed that ZIKV affects the adaptive immune response and complement cascade by modulating genes such as IL1B, CD4, IL27RA, and A2M. Flaviviruses downregulate CD4 mRNA through an NS5-dependent mechanism, thereby dysregulating both the innate and adaptive immune systems [33]. Moreover, these findings are corroborated by a recent study analyzing transcriptional changes in ZIKV infected human neural stem cells in which leukocyte activation, cytokine production and defense response pathways were significantly dysregulated [34]. In addition, IL1B has previously been linked to WNV. IL-1β is present at increased levels in the plasma and cortical neurons of WNV patients, and it plays a key role in restricting virus replication [35]. IL-1β acts in concert with type I IFN and the NLRP3 inflammasome to restrict WNV replication. Interestingly, IL1B expression was upregulated by ZIKV in THP-1 derived macrophages cells but downregulated in microglia cells, which is consistent with our finding that viral replication is higher in the microglial-derived than in the monocyte-derived macrophage. These data imply that, while ZIKV is actively targeted by the innate and adaptive immune responses via monocyte-derived macrophages, it is able to effectively evade the microglial immune response once it passes through the blood-brain barrier and reaches the central nervous system.


Endothelial cells are one of the cell types infected by dengue, also a flavivirus, and the breakdown in endothelial barrier function causes the vascular leakage associated with hemorrhagic fever. Dengue virus type 2 suppresses TNF-α-mediated hyperpermeability and angiogenesis by modulating type I IFN [36]. Cases of thrombocytopenia and subcutaneous bleeding have been observed in ZIKV patients [37]. Our data suggest that ZIKV may affect angiogenesis and endothelial cell integrity. These findings may provide insights into the molecular mechanisms by which ZIKV passes through the blood-brain barrier.


We identified a large number of differentially expressed genes associated with cellular metabolic processes following ZIKV infection. Previous studies have drawn attention to the role of viral-mediated reprogramming of host metabolic processes in pathogenesis. In accordance with our findings, transcriptional alterations in human neural stem cells inoculated with MR766 strain ZIKV revealed significant remodeling of nucleic acid metabolic processes and macromolecule biosynthesis [34]. RNA viruses such as influenza and dengue alter fatty acid synthesis and induce glycolysis to promote viral replication, late gene synthesis, and virion assembly [22]. The role of dengue NS3 recruitment of fatty acid synthase to sites of viral replication has been dissected using RNAi and small molecule inhibitors in an effort to identify potential therapeutic targets [38]. Many other viruses redistribute host cell resources to promote viral replication by altering the localization of lipids, as seen with dengue. In addition, viral infection alters the rate of host RNA metabolism to enhance the availability of nucleotides [24].


The molecular mechanisms by which viruses redirect cellular resources and exploit the host metabolic machinery are largely unknown. Recent work showed that the adenovirus gene element E4ORF1 upregulates glucose metabolism by altering the epigenetic landscape. E4ORF1 interacts with MYC to enhance transcription of glycolytic enzymes and nucleotide biosynthesis [39]. Here, we identified several genes associated with metabolic regulation that are differentially expressed between cell types following ZIKV infection, including CREB5, TERT, CNIH1, ADAM12, and USE1. One gene that ZIKV may exploit to regulate the host cell is CREB5. CREB5 (CAMP-responsive element-binding protein 5) is a transcription factor that regulates nucleotide and nucleic acid metabolism, transcription, and signal transduction, and is also highly upregulated in patients with HIV encephalitis and vaccinia virus infections [40,41]. Because cellular metabolism is often a limiting factor in viral replication, nucleoside/nucleotide-based therapeutics have been developed against a variety of viruses, including HIV, HBV, HCV, HSV, and VZV [23]. Indeed, nucleoside analogs including floxuridine, also known to be effective against other flaviviruses such as dengue, displayed dose-dependent inhibition of ZIKV replication [25-27]. Further mechanistic studies will be required to gain a better understanding of how ZIKV hijacks the host cell metabolic machinery and to aid in the development of ZIKV-targeted therapeutics.


Conclusions. ZIKV infection is an emerging disease associated with increased incidence of neurological disorders including congenital microcephaly and Guillain-Barre syndrome. Here we analyzed the transcriptomic changes associated with ZIKV infection across multiple cell types to identify novel therapeutic targets and understand the host-pathogen interaction for sustained ZIKV replication. The response to ZIKV is cell type specific with the greatest replication found in microglia cells. ZIKV is highly expressed in microglia and downregulates immune response genes while high expression of viral response genes in macrophages confers ZIKV resistance. In addition, ZIKV reprograms the host metabolic processes to enhance virus replication through the upregulation of glycolysis and RNA metabolism related genes. Antimetabolites floxuridine abrogated ZIKV replication through inhibition of host nucleoside metabolic pathways. These results reveal that thymidine synthesis pathway can be exploited to develop novel therapeutics to treat ZIKV infections.


Materials and Methods.


Cell Lines and Culture Conditions. Vero, microglia, THP-1, BJ, and 293FT cells were maintained under standard culture conditions at 37° C. in a 5% CO2 atmosphere. Vero cells, derived from African green monkey kidney cells, were maintained in EMEM supplemented with 10% (vol/vol) fetal bovine serum (FBS) and antibiotics. THP-1 cells, a human leukemia monocytic cell line, were cultured in RPMI 1640 medium supplemented with 10% FBS and 50 μM β-mercaptoethanol (Sigma). THP-1 cells were differentiated into macrophages by treatment with 5 ng/ml phorbol-12-myristate-13-acetate (PMA) overnight. The following day, the medium was replaced with fresh medium without PMA. 293FT human embryonic kidney cells and the human fibroblast cell line BJ were cultured in DMEM (Invitrogen) supplemented with 10% FBS. The human microglial cell line was cultured in DMEM medium with high glucose supplemented with 10% FBS and 1% penicillin/streptomycin.


Zika Virus Propagation and Infection of Cell Lines. ZIKV prototype MR766 was propagated in the low passage Vero cell line. Vero cells were infected with virus at a MOI of 1 in EMEM medium supplemented with 10% FBS. The medium was replaced with fresh medium 24 h after infection and the viral supernatant was collected at 48 h post-infection. Viral titers were assessed using iScript One-Step RT-PCR kit (Bio-Rad) and the viral copy number was calculated from a standard curve of in vitro transcribed viral RNA transcripts. For infection, cell lines were seeded in 6-well culture plates at a density of 1×106 cells per well. ZIKV, diluted to the desired multiplicity of infection (MOI:1), was added to the cells, and the plates were incubated at 37° C. in a 5% CO2 atmosphere for 6, 12, 24, or 48 h. As controls, cells were incubated with culture supernatants from uninfected Vero cells (mock-infected controls). At the indicated times post-infection, cell supernatants were collected for determination of viral copy number.


Immunofluorescence Microscopy. To assess ZIKV infection, cells were harvested at 24 h following infection and immunostained as described previously [16]. ZIKV- and mock-infected cells were fixed with 4% paraformaldehyde in PBS for 20 min at room temperature. Cells were blocked by incubation in 3% BSA and 0.1% Triton X-100 for 2 h at room temperature and then incubated overnight at 4° C. with ZIKVE/anti-flavivirus group antigen antibody (1:500, mouse, Millipore MAB10216), which is directed against the flavivirus envelope protein. Cells were washed with PBS and incubated for 2 h at room temperature with fluorescein isothiocyanate (FITC)-conjugated anti-mouse IgG. The nuclei were stained with Hoechst 33258. Immunostained cells were imaged using a Leica fluorescence microscope (DMI 3000B).


RNA Extraction, cDNA Synthesis, and qRT-PCR. For cellular mRNA analysis, RNA was extracted from the cell lines using an RNeasy Mini Kit (Qiagen), following the manufacturer's instructions. RNA samples were treated with RNase-free DNase (Qiagen) and cDNA was generated from total RNA (500 ng/sample) using iScript Mastermix (Bio-Rad), according to the manufacturer's instructions. qPCR was performed with SYBR Green PCR Master Mix (Bio-Rad) using a Roche LightCycler 480.


RNA-Seq and Data Analysis. For RNA-seq analysis, RNA was extracted from the cell lines using an RNeasy Mini Kit (Qiagen), following the manufacturer's instructions. RNA was ribo-depleted, and RNA sequencing was performed using an Illumina NextSeq 500 with an average of 20 million reads per sample at The Scripps Research Institute NGS Core facility. The single-end reads that passed Illumina filters were filtered for reads aligning to tRNA, rRNA, adapter sequences, and spike-in controls. The reads were then aligned to UCSC hg19 reference genome using TopHat (v 1.4.1). DUST scores were calculated with PRINSEQ Lite (v 0.20.3), and low-complexity reads (DUST>4) were removed from the BAM files. The alignment results were parsed via the SAMtools to generate SAM files. Read counts to each genomic feature were obtained with the htseq-count program (v 0.6.0) using the “union” option. After removing absent features (zero counts in all samples), the raw counts were imported into R/Bioconductor package DESeq2 to identify differentially expressed genes among the samples. DESeq2 normalizes counts by dividing each column of the count table (samples) by the size factor of this column. The size factor is calculated by dividing the samples by the geometric means of the genes. This brings the count values to a common scale suitable for comparison. P values for differential expression were calculated using binomial test for differences between the base means of two conditions. The p values were adjusted for multiple test correction using the Benjamini-Hochberg algorithm to control the false discovery rate. Cluster analyses, including principal component analysis and hierarchical clustering, were performed using standard algorithms and metrics. Gene ontology analyses on biological processes were performed using The Database for Annotation, Visualization and Integrated Discovery (DAVID) [42]. Grouped functional pathway/gene ontology network analyses were performed using Cytoscape with the ClueGo add-on [43,44]


Drug Treatment. Human microglial cell line was infected with ZIKV virus at MOI of 1 in cell medium containing metabolic inhibitors such as 5-Fluorouracil (Abcam, ab142387) and Floxuridine (Tocris, 4659) in cell medium containing 1 μM and 10 μM of each drug or 1% (vol/vol) DMSO as a control. After 48 h post-infection cellular RNA was extracted using Trizol and cDNA was synthesized by iScript Mastermix (Bio-Rad), as per manufacturer instructions. ZIKV RNA was quantified by using specific primers by SYBR Green PCR Master Mix (Bio-Rad) using a Roche LightCycler 480. Further immunocytochemistry for was also performed in microglial cells for detection of ZIKV infection using flavivirus group antigen specific antibody (Millipore).


Tables (Example 2).









TABLE 1







Gene expression of viral response genes, Related


to FIG. 12A. Values represent log2(RPKM + 1).











Associated






Gene Name
chme
bj
293
thp1














FGF7
1.91838623
8.84830996
1.81557543
3.26603689


LMCD1
6.15845822
8.36181222
6.39351917
0


COX8A
10.947615
10.229648
9.97955381
10.9550105


DKKL1
2.49313492
1.79493566
3.35473424
1.28688115


MSTN
0
1.79493566
1.422233
1.95233357


CHAF1B
9.49215363
8.46107011
9.55939621
4.58436125


ATP1B1
10.3670652
9.31286027
8.45145841
8.03606369


HIST1H3D
11.284211
11.5114908
5.00225245
7.62811741


C1orf210
0
0
1.422233
3.03210084


SNTG1
0
1.79493566
0
4.07038933


IST1
11.6720452
10.662793
10.3900292
11.5676567


FABP1
#N/A
#N/A
#N/A
#N/A


TMEM173
7.41438927
9.43352285
4.79960542
8.9561438


MYOM1
2.23572706
3.59693514
3.23112516
4.66789213


CCDC36
0
5.20006486
0
1.28688115


CRNKL1
10.3861751
10.094632
9.94436068
9.58535693


FXR2
10.8262068
10.6294932
10.1533114
10.6784857


DNAAF2
7.86795822
7.9518675
8.61787147
8.49257426


RFWD3
11.3086633
10.9240331
11.15108
9.82815236


CA7
1.51096192
0
2.12432814
2.40871186


PDK4
3.0721058
1.79493566
5.24488706
3.26603689


ALPK1
6.46123386
7.93740325
6.89857116
6.90989308


STOM
9.37623394
11.4517778
8.6209529
12.2645511


MDH1
10.5881524
11.4125116
11.2513226
11.7651866


FCGR3B
#N/A
#N/A
#N/A
#N/A


REEP2
7.90189263
7.62234472
9.23713824
3.03210084


EIF2AK4
10.3569141
11.5960919
10.0255687
9.84403094


HILPDA
7.66554911
7.26575568
8.00045077
6.66633054


SERPINB10
0
1.79493566
1.422233
1.95233357


MRPS10
10.4668004
10.2147562
9.96266469
12.2783856


CD163L1
0.94860085
5.50430258
1.422233
4.39985467


CREB3
10.3218267
10.6539915
7.93769749
10.6568271


DDX58
8.49785184
8.61871585
7.05245937
8.41578401


LILRB1
0
0
0
5.08915913


PHYHIP
3.36036428
3.73660488
1.422233
4.18903382


MB21D1
8.92389197
8.76081973
2.37851162
8.90517638


KCNQ1
0.94860085
0
2.592158
5.79701298


YIPF1
8.87347487
8.13386145
8.08316017
9.63314055


UBA52
12.4517881
12.1573375
12.2104765
12.7400485


SMURF1
9.49956689
9.78558325
8.50910199
10.0958585


CPA3
5.62029315
0
0
1.28688115


ASB2
0
0
1.81557543
3.46727948


CLDN7
2.49313492
2.56803211
3.46858332
6.92706681


PNPO
7.40658769
8.43562859
8.51573926
10.053573


MAP1A
9.7927415
12.2052098
9.60829179
4.82273015


MBD5
7.00999653
7.59507095
6.78240857
7.2465981


ZNF681
0
5.15055968
5.39643353
0


SLC35B3
9.34777637
9.63041275
7.60607203
8.52109001


HCAR1
1.51096192
0
0.87970577
0


MAVS
9.78517453
10.0617222
9.2806084
8.62972089


KIAA1549L
7.11019618
9.65266575
6.03584382
4.29865832


PTPN22
5.95814667
3.59693514
1.81557543
6.64573048


ITPKC
7.21286112
7.94462422
6.67990229
7.91247024


SLC25A19
5.28540222
5.88141991
7.65492239
7.50803243


FGF14
0
7.25417829
0
0


PYDC1
0
0
1.422233
0


MRPS2
8.6520562
8.15896306
9.26886945
8.04395687


HIST1H3F
12.025977
11.984625
10.4141884
6.78384949


IL12B
0.94860085
0
0.87970577
1.28688115


C8orf59
6.64616266
6.92872562
6.2890967
7.20506011


FAM13B
9.62338771
10.0995056
9.40367249
10.1442886


ACKR3
6.02125762
4.09000653
0
7.85990745


LSM4
11.3165474
10.7208599
11.1590451
11.0312739


PPY
0
0
0
0


EIF2S1
11.6551461
11.8982537
11.688753
11.675516


HIST1H3H
11.6241375
11.4788303
12.0773131
7.2465981


ANXA5
13.4499882
13.8543191
11.323477
14.4576502


GABRA5
0.94860085
1.15704371
0.87970577
0


HPR
0.94860085
0
0
0


ACIN1
11.1046119
11.164643
11.2730088
10.7512428


CHST3
11.3399502
11.3600185
8.68706069
6.68664059


SLC1A3
8.26129574
1.15704371
9.60518317
12.6957459


SIN3A
9.49215363
9.52085436
10.3320477
8.94356975


SCN1A
0.94860085
1.15704371
0
0


CD93
0.94860085
1.15704371
1.422233
2.40871186


LENG9
5.21490191
5.61735726
4.45811948
5.59723319


TEAD4
8.39835892
7.98732087
9.01881219
5.6395216


HIST1H3A
9.86046626
10.4478478
11.1516128
5.26115467


TREM1
0.94860085
2.23266076
0
6.32228872


RBM18
9.54502237
9.61687962
9.04884103
9.65644274


IL23R
#N/A
#N/A
#N/A
#N/A


PEX3
8.87347487
8.67200096
8.47889093
7.54179359


AIM2
0.94860085
1.15704371
0
6.00495076


STAT2
10.0875557
10.5174529
8.69289443
9.9836492


PEX13
9.29980329
10.0263436
8.86635166
10.6309132


HIST1H3I
8.67514551
9.77140693
9.32280697
5.68060567


ALKBH5
11.1269045
11.0136577
11.8788211
10.4953354


HIST1H3J
10.017045
10.8860014
9.73443867
5.26115467


CSPG5
2.49313492
3.4409522
7.30295873
4.29865832


DPF3
4.21800615
7.33351318
5.58466191
8.22804905


MYLK
12.3154808
13.9034375
7.62461271
8.09032418


TMEM39B
7.7548875
7.20672136
7.19140473
6.97727992


SUPT3H
6.68565988
5.9112122
7.33333428
6.83920379


PML
7.87369018
8.58202905
7.55550943
7.27360913


MTSS1
4.41886458
5.8509994
7.07948478
13.0445615


HIST1H3G
11.0092338
11.4248591
0
5.36562256


SNRPD1
10.5449451
10.1315741
10.9788391
9.58805872


IL4
0.94860085
0
0
0


NUP93
11.3685447
10.5999965
11.0762478
9.70691038


FAM131B
4.84799691
5.29351763
5.0395771
5.97223312


HIST1H3C
11.4677074
11.5582485
0.87970577
5.90472493


TRAF3IP2
8.76085299
8.63669712
6.55673595
8.52109001


KRT6A
0
0
0
0


ZNF189
8.95921954
8.80522796
8.99052948
9.05688153


SNRPB2
10.1358888
10.1814505
10.2299003
9.37046946


HIST1H3E
10.3039519
11.3313089
6.70334992
2.7548875


NTHL1
7.72996056
7.66682759
8.93966736
6.70653055


FANCL
8.05555359
8.21989453
8.69289443
7.75828985


SELK
8.92389197
9.06638524
8.89965903
9.83724947


HIST1H3B
12.8031463
12.435876
12.8302478
6.09866378


SNRPB
11.6342711
11.2334879
12.1488992
10.863412


IL12RB1
0
0
1.422233
5.75915583


GMIP
6.19554446
7.15775114
6.67990229
9.95261022


ZCCHC17
9.18735207
8.64562241
8.87408995
8.33463084


IL23A
2.71369582
1.15704371
2.94673086
3.80012335


SLC35C1
8.58747751
8.84058912
6.54380518
6.80258099


FGFBP1
1.51096192
0
2.12432814
0


TMEM39A
9.82553125
9.59172803
8.60547952
9.66666784


TNIK
10.1167468
9.30724636
9.04884103
8.12789118


TRIM6
7.2917693
6.54643149
6.70334992
1.95233357


TMEM203
9.40609869
9.12174071
8.81618368
9.55537521


ACTRT1
#N/A
#N/A
#N/A
#N/A


APOBEC3G
1.91838623
4.81403765
3.93168306
8.09032418


APOBEC3F
3.89724043
5.46434153
5.36737107
5.14893411


REP15
2.49313492
3.07038933
2.12432814
4.18903382


SLC37A4
6.6055536
7.34447346
9.15881163
7.13298804


TLR3
3.22342255
2.56803211
5.75114233
2.7548875


SERINC5
6.73674016
6.94333532
6.79337571
7.14771372


SERINC3
11.7797768
12.2324509
10.3737026
11.9367852


IFIH1
6.10118782
4.68144927
6.2890967
8.77402928


MX1
5.86937792
5.38162947
2.94673086
2.40871186


CCL4
0.94860085
0
0
11.6060674


MX2
5.93640238
3.73660488
1.422233
5.55397481


OAS2
2.49313492
3.73660488
1.81557543
8.02020215


LAMTOR5
9.41591074
9.4514172
8.81082866
10.8101539


HYAL1
0
1.79493566
2.12432814
2.7548875


BATF3
5.38474059
4.74899785
5.83844759
4.18903382


CXCL12
9.75764002
10.6726375
5.0395771
2.7548875


OASL
2.49313492
2.56803211
0.87970577
6.58225491


FGR
2.23572706
0
0
11.7326677


CHUK
10.3640252
10.2676645
10.3936371
10.298727


RSAD2
0
1.15704371
0
6.58225491


HYAL3
5.17871464
5.88141991
5.65849714
6.90989308


TRIM22
6.65949648
9.88676351
0.87970577
6.26959425


IRF7
7.00999653
5.42357817
6.33467553
10.1696996


TBK1
9.82257083
9.62815387
9.10268437
10.9339783


TNF
1.91838623
1.15704371
0
10.4852457


AP1S1
10.8690077
10.6964112
9.22908316
11.2865809


XPR1
10.077697
10.1140286
9.66902677
10.6973325


FOSL1
9.22804905
9.71748794
1.422233
7.21897486


OAS1
2.23572706
0
0
7.84197312


BTBD17
0
0
0.87970577
0


SRC
8.6218321
9.06638524
8.17397689
10.5830734


PIM2
8.03529399
7.31124879
8.23950306
7.02580399


CCDC130
8.57353359
8.18363538
7.7977912
9.28000515


CXCL10
0
0
1.422233
4.58436125


CFL1
13.9592802
13.6097536
11.9441776
13.4709181


IFNGR2
9.79122802
9.64158215
8.57723998
12.7119014


IL12A
4.06608919
4.68144927
3.46858332
3.26603689


ABCE1
11.258248
11.8019064
12.815041
11.4074908


IFNB1
0
0
0
1.95233357


HMGA2
8.47549026
11.4403034
9.72159482
10.8711814


ENO1
15.4215356
14.5200962
14.9424746
14.3163622


EIF2AK2
9.78821261
10.8087712
10.7221757
9.90151557


OAS3
7.35032044
7.33351318
7.90267659
9.60679383


IFNAR2
6.78607355
6.15542543
5.77346893
8.27565895


CCL11
#N/A
#N/A
#N/A
#N/A


NPC2
9.49215363
10.0399198
8.26336311
11.8685795


DUOX2
0
1.15704371
0
3.26603689


CYP1A1
0.94860085
1.15704371
3.76447355
2.7548875


DDX1
10.6207788
11.4943306
11.5147535
10.2904682


CCL22
0
0
1.422233
2.40871186


CCL19
0
0
0
0


XCL1
0.94860085
0
3.35473424
0


DCLK1
8.25252352
6.86913112
6.30451104
1.95233357


SPACA3
#N/A
#N/A
#N/A
#N/A


MST1R
2.90496572
1.79493566
4.28243981
1.95233357


IFNGR1
10.3961338
10.0550519
9.16093027
11.5267975


APOB
0
1.15704371
0
1.95233357


URI1
10.6814668
10.3571781
10.1156159
10.0280027


CXCR4
2.23572706
0
8.25941374
8.49833066


CCL8
0
0
0
3.03210084


DDX60
6.94637997
7.74355536
7.03408363
9.36732738


IFITM1
2.23572706
7.24241196
3.76447355
3.03210084


BCL3
6.35102755
5.04701482
3.09592442
7.47346224


CCT5
13.1552831
12.8278726
13.2009691
13.7841052


IFITM2
1.91838623
8.35098337
6.24184018
7.48502423


EEF1G
0
0
0.87970577
3.03210084


HSPB1
10.4060243
11.1975853
7.42071818
9.81440622


TNFSF4
3.7059779
6.63865312
3.35473424
5.14893411


HNRNPUL1
12.1079232
11.517571
11.5213551
11.0391727


BCL2L1
9.4526325
10.627242
8.19888699
10.1277107


BANF1
9.31036284
8.77712378
8.49908847
8.49257426


CCL5
1.51096192
1.15704371
0
9.60145511


IFIT3
9.00419237
8.9050861
3.67242534
9.4257614


BST2
0
1.79493566
2.592158
10.5279852


IFIT1
7.04078287
9.19942697
6.97750891
8.02818235


CLU
6.74926608
7.79246496
9.73159057
3.03210084


IFIT2
7.04078287
8.10181813
2.7803101
7.00977264


ACTA2
9.30193054
10.2132622
3.46858332
0


CREBZF
9.51244419
9.92934719
10.0622756
9.34837408


DHX58
3.89724043
5.9692426
3.57410151
6.96069704


IFNK
0
0
2.12432814
1.28688115


HMGA1
9.49401552
12.4400438
11.3073261
13.6423293


ISG20
3.0721058
3.98185265
3.67242534
7.64896869


RPS15A
10.9209632
10.658399
10.8666144
10.7306569


CHRM2
0
9.35149141
0
2.7548875


IVNS1ABP
11.6956155
11.3667703
10.0092268
12.5226821


PSMA2
9.02231232
8.37794796
8.84805952
8.59797804


ADAR
12.0362011
12.0329687
12.4456486
13.1433976


DDX3X
13.0981851
13.2568603
13.2517457
13.2024223


FOXP3
0
1.15704371
2.37851162
0


CDK6
12.4787418
12.8081658
11.9039948
13.620772


IKBKG
7.63894267
7.44997399
5.96000193
7.97973957


HYAL2
8.46797229
9.06971828
8.04701482
8.90517638


IFI44
6.54951516
6.52732061
0.87970577
7.07274895


IFITM3
8.6013251
9.72171443
5.27649667
7.58563861


ZC3HAV1
10.644361
10.9539345
10.6380738
10.4707097


MEF2C
3.22342255
6.86913112
8.35124846
10.6296116


ODC1
11.7513599
12.1094324
12.6198073
12.3178931


TPT1
12.6331996
13.4574155
12.0984467
14.34214


DDX21
13.0513874
12.7507363
13.4345175
12.656798


PRKRA
9.30827076
9.37577797
9.2806084
8.96448527


TLR8
0
0
0
2.7548875


IFNAR1
10.5864082
10.5403315
9.47002838
11.8746664


TBX21
0.94860085
0
2.94673086
6.21470767


DHX36
10.0286106
10.2266891
9.91956355
9.75087444


IRAK3
5.10265813
8.20789285
3.23112516
8.65051327


IFNW1
#N/A
#N/A
#N/A
#N/A


STMN1
13.5339952
12.7048482
11.8100253
9.00135189


IFNG
#N/A
#N/A
#N/A
#N/A


IKBKB
9.50694225
9.61006514
8.83753333
10.2330684


IFNA17
#N/A
#N/A
#N/A
#N/A


IFNA4
#N/A
#N/A
#N/A
#N/A


IFNA7
#N/A
#N/A
#N/A
#N/A


MYD88
7.21286112
8.38331549
5.14567746
8.42181238


GTF2F1
11.1785777
10.5486678
10.5846807
10.9736902


GATA3
1.51096192
2.83995959
6.78240857
2.7548875


LSM14A
10.6190828
10.4038855
10.5688302
10.6164661


IRF3
9.48284828
8.96327181
8.63622583
10.1015293


TSPAN6
8.47175649
8.80125568
11.0587629
6.99356115


C1QBP
11.8386406
11.5053848
12.9290161
11.5456402


TKFC
#N/A
#N/A
#N/A
#N/A


BIRC3
7.71094416
6.79103262
4.84247606
10.1146794


BIRC2
11.2761477
12.3209838
9.54486786
11.0558247


NLRX1
7.11019618
7.8242587
8.33632803
8.34739991


ITCH
11.5565013
11.4949456
10.9094131
11.7876414


IL2RA
#N/A
#N/A
#N/A
#N/A


PCBP2
9.58560105
9.79762911
10.7721743
8.84784036


TRIM38
6.6727082
8.63223186
7.06156021
9.55261147


HTRA1
13.2552086
10.7355391
6.71493235
2.40871186


PPM1B
8.91835642
9.37042587
9.26101359
9.31621364


TRAF3IP1
8.53799488
8.44584255
8.72471848
7.70963528


ELMOD2
9.2457666
10.1092038
10.5672336
8.45762712


TRAF3
10.0311774
9.79962161
9.70283067
10.746422


SPN
0.94860085
0
0
9.86418615


HERC5
4.84799691
3.59693514
9.2451486
5.90472493


TSPAN32
1.51096192
3.07038933
1.422233
2.7548875


IL27
0
1.15704371
0
2.40871186


MICB
8.41019692
9.07301685
7.6368421
8.75495429


TARBP2
8.69783636
8.72342204
9.09384008
8.97275009


MUL1
9.57161993
9.40230862
9.13962809
9.01343434


AP1B1
10.9651061
10.8008109
10.7907476
10.6746866


B2M
14.1453511
13.7308809
11.1758863
15.6891367


HLA-A
11.5759032
10.9130016
8.93224429
13.0366888


AP2A2
10.3039519
10.1220256
10.0486231
10.0398649


AP2S1
11.6245625
11.2835862
10.4817793
12.3767603


ATP6V1H
9.97780939
10.5698841
9.32658678
12.4618887


ELMO1
0.94860085
0
5.24488706
6.72628629


CD4
3.80426012
3.59693514
4.00898878
7.98788928


HCK
0.94860085
1.15704371
0.87970577
8.66590436


AP1G1
12.0285415
11.3388812
11.3749797
11.4143417


PACS1
9.42177031
9.81944466
7.71376454
7.83289001


AP1S3
6.19554446
7.06781078
7.50969584
6.78384949


CD247
1.91838623
0
0
0


AP2A1
10.6105543
11.003293
9.65708617
10.1822454


PAK2
11.6732737
10.9102305
10.1437148
11.3766409


CD8B
0
0
0
1.28688115


DOCK2
8.04039932
7.52911816
0
11.6252203


ARF1
13.1377373
12.6516572
12.0314945
13.3603574


LCK
0
0
0
0


AP2B1
10.2718715
11.4875286
11.6417944
10.3583545


CD28
1.91838623
1.15704371
0
0


AP1S2
10.4010822
10.0074618
9.44594598
13.4173607


RAC1
11.475242
11.417726
10.433575
10.2671144


AP1M2
1.91838623
1.15704371
4.34340782
0


AP2M1
13.8235722
13.1254829
11.2958148
12.4415385


AP1M1
10.6976626
9.91466916
9.70137578
9.70194752


FYN
11.0463737
9.22937162
9.92331263
9.48480276


TNFAIP3
9.14072754
8.30108459
6.30451104
10.5349934


RNF216
10.6992688
10.3380678
10.0474784
9.81440622


IFNLR1
2.23572706
0
7.65492239
1.95233357


IL15
5.84624257
6.07852445
3.35473424
2.7548875


PM20D1
1.91838623
3.07038933
3.46858332
1.28688115


USP17L2
0.94860085
0
1.81557543
0


IFNA13
#N/A
#N/A
#N/A
#N/A


NCBP3
#N/A
#N/A
#N/A
#N/A


ITGAX
1.91838623
0
2.12432814
12.0109791


ISG15
7.11977116
8.56807012
5.30742853
9.49920809


SPON2
2.23572706
8.06242397
3.93168306
3.03210084


ZNF175
7.54187101
7.81634371
7.14944229
7.41388175


RELA
9.42177031
9.20847824
8.87408995
9.18705509


ILF3
11.9717519
11.9811106
12.6029772
11.2341947


CD207
0
0
3.57410151
0


PYCARD
0
6.48816149
0
8.50406418


IL33
0
1.79493566
0
3.46727948


FADD
6.98913901
7.9227925
7.05245937
8.06732679


TRIM5
9.86046626
9.39705422
7.45557381
8.07505123


POLR3F
8.68814538
9.06638524
8.72471848
7.80535695


POLR3E
9.72956976
9.40494994
10.2055
9.47901224


IFIT5
9.48844271
10.1410598
8.86114896
7.2465981


IFNA2
#N/A
#N/A
#N/A
#N/A


CD40
0
5.46434153
3.35473424
7.08799315


CXCL9
0
0
0
0


FCN3
1.51096192
1.15704371
0.87970577
0


IFNA8
#N/A
#N/A
#N/A
#N/A


IFNA1
0
1.79493566
0
0


IFNL3
#N/A
#N/A
#N/A
#N/A


IFNL4
#N/A
#N/A
#N/A
#N/A


TRIM11
8.79135827
8.68502907
8.9173124
8.96448527


ABCC9
3.80426012
8.6411486
3.76447355
0


APOBEC3A
#N/A
#N/A
#N/A
#N/A


APOBEC3H
#N/A
#N/A
#N/A
#N/A


UNC13D
2.90496572
1.79493566
3.09592442
7.13298804


IFIT1B
#N/A
#N/A
#N/A
#N/A


IRF9
3.80426012
2.56803211
3.09592442
4.7473874


KCNJ8
0
8.35640795
8.41290852
1.95233357


IFNE
2.49313492
5.24754781
0
0


IFNL2
#N/A
#N/A
#N/A
#N/A


PRF1
1.51096192
0
1.422233
3.26603689


IFNL1
0.94860085
0
0
1.95233357


NLRP3
1.91838623
1.15704371
1.422233
11.0042837


LYST
9.96181141
10.1981995
8.7753469
13.2504332


IL6
9.68317008
5.88141991
0.87970577
4.07038933


TRIM25
8.64205169
9.73011345
9.43548275
8.2349611


STAT1
10.5323657
11.6290378
9.89179889
10.8822074


TICAM1
6.50604967
6.29792505
5.14567746
7.05723364


ADARB1
7.52747701
8.00129559
8.32880954
11.6020725


CARD9
5.14118753
7.95901662
5.60969587
9.41970742


SLFN11
0
9.77952239
11.6034038
7.64896869


CRCP
9.8431045
9.64380209
8.78907713
9.83497662


MICA
9.94969542
10.0716769
7.48968743
8.13524755


FAM111A
9.71692232
11.4118605
5.17951105
9.03729985


APOBEC3C
8.5052558
9.04636009
8.08316017
7.10318288


TLR7
0
0
0
2.40871186


BNIP3
8.52352275
9.58942644
9.12887076
9.28331991


DNAJC3
11.2267915
11.9305119
10.2726065
12.6606444


NLRC5
8.91004304
8.71073757
5.45252955
9.89716478


RNASEL
7.02036885
7.61331064
7.04330075
9.09148828


DEFA1
#N/A
#N/A
#N/A
#N/A


APOBEC3D
0
1.15704371
5.17951105
2.40871186


POLR3G
7.02036885
7.67553369
9.33784487
6.42240122


GBP3
9.24797497
10.3693356
1.422233
7.8509994


DEFA1B
#N/A
#N/A
#N/A
#N/A


CXADR
8.76394266
3.86393845
10.2618011
8.50973542


APOBEC3B
5.64731451
6.69125498
6.05419729
3.03210084


DDX41
9.29980329
9.48904513
9.31901723
10.4277214


DEFA3
0
0
0
2.40871186


IFNA5
#N/A
#N/A
#N/A
#N/A


POLR3H
9.5733821
9.62590971
9.89689242
9.1103528


POLR3D
10.2445779
9.76324557
9.66008506
10.4216862


DDIT4
8.06058786
5.9692426
8.54194843
9.19768359


IRF5
3.22342255
1.79493566
2.94673086
9.69446236


AZU1
0
0
0.87970577
9.92088874


IL10RB
8.7822775
8.30108459
6.84699469
10.8678579


F2RL1
8.15269046
4.68144927
8.92976142
2.7548875


ABCF3
10.2837135
9.85446325
8.63926835
9.38603491


POLR3C
9.29342567
9.05305702
9.04884103
10.6503876


POLR3B
8.87061131
9.23232498
9.75139342
7.51932174


PLSCR1
8.98056804
8.49105138
8.32503556
9.00537192


CD86
0
0
0
3.03210084


UNC93B1
8.27858884
7.73518367
6.97750891
10.2535875


POLR3A
9.46593366
9.92018907
10.7749435
9.47609811


TRIM56
9.11444511
8.95968323
7.41362793
9.19414124


BCL2
7.951343
6.10454634
7.7977912
10.1893675


ATG7
9.17582397
9.22937162
8.64835758
11.3929184


SAMHD1
9.32086823
9.28745844
10.3386027
11.3193955


IFI44L
3.36036428
4.68144927
1.422233
3.80012335


DMBT1
2.49313492
0
0.87970577
1.28688115


BNIP3L
10.3851829
11.0767822
9.83858941
11.4782185


EXOSC4
7.26594316
8.06910063
8.70165301
9.91230556


GPAM
9.79122802
9.13126536
10.1501154
8.42181238


GBP1
10.7498359
9.71748794
1.422233
6.74577515


CD8A
0
0
0.87970577
3.26603689


IFNA6
#N/A
#N/A
#N/A
#N/A


APOBEC1
0
0
0
0


IFI16
10.2555597
10.2117667
3.46858332
10.7184044


BECN1
9.71532713
9.61233407
9.13532452
10.0882582


IFNA21
#N/A
#N/A
#N/A
#N/A


IFNA16
0
0
0
0


POLR3K
8.07553263
8.27262979
9.07151599
7.71945728


IFNA10
0
0
0
1.28688115


IFNA14
0
0
0
1.95233357


AIMP1
9.88612332
10.1860399
9.74857864
9.68943895


OPRK1
0
1.15704371
4.56437817
0


TRIM34
2.23572706
2.83995959
0
1.95233357


IRF1
9.12884499
6.9140861
6.71493235
9.41970742


PTPRC
0.94860085
3.4409522
0.87970577
11.4614129


EXOSC5
8.78528898
7.24241196
8.77257851
8.08273452


PMAIP1
10.3239104
9.67459836
10.3534887
9.15104192


BCL2L11
6.52073653
4.53543092
9.14391886
7.90388185


BAD
8.51625158
8.31233844
7.61845892
8.24863919


MAPK14
10.6551819
10.7552298
10.3235727
11.0163417


PENK
0
4.37364821
2.12432814
1.95233357


IKBKE
7.49817107
7.49008872
4.96393645
10.103419


MAPK11
5.82273015
7.48018432
5.65849714
6.99356115


GLI2
6.71149491
8.28406063
7.42071818
2.7548875


LGALS9
0.94860085
2.23266076
2.94673086
9.77945673


PSMB9
6.31777437
4.53543092
4.66277517
8.69620252


ANKRD17
10.669204
11.5978151
11.7991966
11.0183393


PUM1
10.9664406
10.7187469
11.0678108
10.4924541


TRIM15
0
0
1.422233
1.95233357


PUM2
9.37623394
10.8166797
10.5767772
10.219229
















TABLE 2







Gene expression of cell surface genes, Related


to FIG. 12C. Values represent log2(RPKM + 1).











Associated
Control:
Control:
Control:
Control:


Gene Name
CHME_C2
BJ_C3
293_C2
THP_C2














SERPINA5
0
0
4.2
0


GSR
816.46
1060.37
2044.87
3828.89


IGHG1
0
2.47
0.84
0


ITGAX
2.78
0
3.36
4126.29


FCER2
0
0
0
40.23


CD80
0.93
0
2.52
2.87


GPC4
3.71
56.72
225.72
2104.81


CXCL12
864.65
1631.24
31.89
5.75


THY1
1889.63
5680.35
5.03
0


EPOR
48.19
51.79
55.38
67.53


FCGR3A
0
0
0
14.37


LAMP1
4984.96
6167.38
2294.92
5380.56


P4HB
6100.76
8571.7
2824.39
7545.71


CD36
15.75
56.72
5.87
17426.1


IGHA1
1.85
0
0
4.31


MCAM
3140.74
337.84
564.71
31.61


HFE
236.32
265.09
1.68
2.87


TNF
2.78
1.23
0
1432.42


IGHD
#N/A
#N/A
#N/A
#N/A


TNFRSF13B
0
0
0
0


ITGA3
7291.62
5418.96
125.86
474.12


IL13
0
0
0
2.87


CTSV
34.29
9.86
543.73
87.64


SELL
0.93
0
3.36
0


HEG1
5699.48
4219.27
437.17
1077.55


ALCAM
13497.1
8786.24
1165.5
20703.29


CD5
0
1.23
1.68
4.31


CD40
0
43.15
9.23
135.05


CCR7
0.93
4.93
0
1.44


ECE1
3806.14
3458.52
854.2
715.49


CXCL10
0
0
1.68
22.99


PDPN
35.22
13.56
573.1
231.31


CXCL9
0
0
0
0


IL12RB2
0
7.4
18.46
45.98


ANPEP
529.17
8394.15
2.52
13962.15


SCUBE1
6.49
0
33.56
28.73


CDH13
2046.25
578.27
1.68
0


KCNJ5
0
0
0
94.82


ITGA2B
1.85
2.47
75.52
2.87


SPN
0.93
0
0
931


ITGAE
316.95
422.91
301.23
360.62


CHRNB2
12.05
7.4
20.98
44.54


IGHE
0
0
0
1.44


LILRB1
0
0
0
33.04


GYPA
#N/A
#N/A
#N/A
#N/A


IGHG4
0
0
0
1.44


CLCN3
919.33
1679.32
3204.5
1193.92


MUC17
0
0
1.68
14.37


SLAMF1
0
0
0
1.44


SCNN1G
0
0
0
0


NGFR
0.93
0
21.82
14.37


CD74
6.49
3.7
10.91
502.86


IGHV3-23
#N/A
#N/A
#N/A
#N/A


B4GALT1
2853.45
2168.82
321.37
1647.93


ANTXR2
830.36
2404.32
301.23
3245.57


ENPEP
2.78
17.26
104.05
0


RTN4RL1
21.32
6.16
21.82
15.8


IL2RG
0
1.23
0.84
1.44


CCR1
0
0
0
530.15


BCAM
45.41
73.98
75.52
24.42


CD83
155.69
59.18
151.04
4025.72


TRDC
0
0
0
35.92


CALR
14371.95
13169.49
4740.88
15456.35


CD27
0
1.23
0
0


P2RY12
0.93
0
4.2
2.87


EPHA5
1241.84
38.22
65.45
1.44


TAS2R16
0
0
0
2.87


CTLA4
0
0
0
1.44


HLA-DRB1
0
0
63.77
327.57


SLC22A11
0.93
0
1.68
5.75


FASLG
#N/A
#N/A
#N/A
#N/A


ASTN1
0
0
5.03
1.44


KCNJ3
0
51.79
17.62
0


CD4
12.97
11.1
15.1
252.86


CLPTM1
1431.82
1474.65
916.29
1261.45


FGA
#N/A
#N/A
#N/A
#N/A


TLR4
163.11
876.65
0
1084.73


LDLR
2811.74
1258.88
432.97
867.79


ITGA1
632.97
976.52
229.07
218.38


ACE
1.85
12.33
19.3
31.61


IL6
821.1
57.95
0.84
15.8


TNFRSF18
9.27
0
1.68
0


ICOS
#N/A
#N/A
#N/A
#N/A


TNFRSF14
1.85
66.58
0.84
294.53


IL6ST
10855.88
14455.49
1390.38
1790.17


KLRK1
0
0
6.71
0


CD14
146.43
4.93
2.52
1107.72


CD69
0
0
0
7.18


ANXA5
11189.51
14809.36
2561.75
22499.2


S1PR1
66.73
1740.97
52.02
4.31


MS4A2
0
0
0
1.44


KLRD1
0
3.7
0.84
0


CXCR3
0
0
2.52
4.31


TGFBR3
50.97
573.34
719.1
61.78


SPA17
88.97
108.5
84.75
117.81


TFR2
9.27
9.86
5.03
11.49


CD40LG
0
0
0.84
0


RTN4RL2
3.71
0
22.66
56.03


PECAM1
#N/A
#N/A
#N/A
#N/A


CDH5
1.85
0
4.2
2.87


CXCR5
0
0
0
35.92


IGHV3OR16-9
#N/A
#N/A
#N/A
#N/A


AMOT
172.37
45.62
6269.7
33.04


TNFRSF11A
309.53
3.7
142.65
337.63


DNAI2
0
0
0
0


CD3E
1.85
2.47
0.84
1.44


ABCG1
0
0
40.28
5.75


IL2RA
0
0
0.84
0


CD226
6.49
19.73
2.52
498.55


CD9
764.56
1099.82
422.06
5101.83


AQP4
0.93
0
21.82
10.06


TNFRSF9
357.72
1.23
9.23
57.47


CD79A
0
1.23
0
0


IGHG2
#N/A
#N/A
#N/A
#N/A


ATP6AP2
2344.66
2721.19
1200.74
8345.97


CD48
0
0
0
10.06


GFRA3
9.27
0
3.36
1.44


ENG
6.49
876.65
10.91
640.78


MFGE8
663.55
4594.09
380.11
127.87


SCNN1B
0.93
0
0.84
4.31


ADA
30.58
77.68
168.66
100.57


CHRNA4
0
3.7
5.87
11.49


VCAM1
1071.32
0
0
10.06


GPIHBP1
0
2.47
0
8.62


ICAM1
3634.69
184.95
7.55
4853.28


NLGN1
65.8
242.9
117.47
7.18


CD8B
0
0
0
1.44


FCER1A
0
0
0
0


CCR5
0.93
0
0
5.75


SEMA7A
812.75
2812.43
44.47
4060.2


IL2RB
3.71
3.7
2.52
0


IL1RL1
1.85
0
0
2.87


SLC2A4
1.85
1.23
46.15
5.75


CD79B
0
2.47
3.36
8.62


ADGRE1
#N/A
#N/A
#N/A
#N/A


ITGB1
27850.52
46725.12
2770.69
17013.76


TFRC
19994.51
11254.67
4138.41
10202.22


TNFRSF13C
3.71
0
5.03
1.44


THBS1
65649.63
171900.02
12.59
2146.48


CD28
2.78
1.23
0
0


CD24
#N/A
#N/A
#N/A
#N/A


CD86
0
0
0
7.18


ENOX2
500.44
304.55
357.45
373.55


IGLL5
#N/A
#N/A
#N/A
#N/A


TMEM123
3243.6
4732.19
2818.51
4554.44


CD276
1343.78
1525.2
1057.26
5818.76


PLET1
#N/A
#N/A
#N/A
#N/A


TGFBR2
716.37
2530.08
124.19
755.72


SELP
0
1.23
0
0


ITGA5
10868.86
8666.64
369.2
16439.07


IGLL1
0
0
0
0


NRCAM
7.41
14.8
221.52
373.55


IL31RA
8.34
1.23
0
10.06


TRPV1
2.78
3.7
5.03
2.87


FAS
96.38
1336.55
23.49
8.62


IL4
0.93
0
0
0


FCRL6
0.93
0
0
133.62


ITGA6
1820.13
9981
654.49
5346.07


CD19
0
0
19.3
10.06


CTSB
5729.13
19545.25
794.62
64134.21


NRG1
818.32
1087.49
14.26
3090.41


CD274
265.98
1018.44
5.03
41.67


GLRA1
2.78
1.23
5.03
2.87


C10orf54
349.38
288.52
23.49
360.62


CD244
0.93
1.23
0
277.29


FGB
0
0
0.84
0


LAG3
7.41
1.23
5.03
0


CD8A
0
0
0.84
8.62


ITGB6
2.78
4.93
0.84
0


FGG
0.93
0
0
0


IL17A
0.93
0
0.84
1.44


FGF8
0.93
0
0
2.87


CD2
0
0
0
0


IFNG
#N/A
#N/A
#N/A
#N/A


B2M
18119.7
13594.87
2312.54
52831.45


P2RX7
31.51
6.16
3.36
310.33


CD33
1.85
0
1.68
402.28


IL12RB1
0
0
1.68
53.16


FCER1G
21.32
3.7
0.84
6139.15


TRPM8
9.27
2.47
0.84
162.35


NCAM1
1.85
28.36
417.87
3583.21


ABCA1
993.47
1371.08
20.14
1673.79


ITGA2
312.31
8622.25
213.97
1741.32


CCR4
#N/A
#N/A
#N/A
#N/A


ADGRA3
#N/A
#N/A
#N/A
#N/A


PLPPR4
#N/A
#N/A
#N/A
#N/A


TMC1
0
6.16
0
25.86


CD34
2.78
8.63
1.68
1.44


MS4A1
0
0
0
5.75


ITGAV
8557.56
7863.97
1924.88
7252.62


UMODL1
2.78
1.23
0.84
1.44


PDCD1
0
1.23
1.68
0


BMPR1A
1376.22
1195.99
811.4
313.21


VTCN1
0
0
2.52
0


STAB2
3.71
2.47
2.52
2.87


KIT
15.75
156.59
259.28
8.62


PTPRC
0.93
9.86
0.84
2818.87


IL7R
684.86
2346.37
0.84
1284.44


SDC1
2092.59
2477.06
166.14
96.26


DEFB125
#N/A
#N/A
#N/A
#N/A


INTU
343.82
263.86
658.69
71.84


DEFB126
#N/A
#N/A
#N/A
#N/A


DEFB127
0
0
0
4.31


HLA-E
2625.47
2870.38
560.51
17693.34


TMX3
4077.67
4949.19
933.91
2418.02


HLA-DPB1
0.93
27.13
77.2
1.44


GP6
0
0
0.84
5.75


CLSTN1
2759.84
2068.95
1345.07
649.4


ADAMTS15
126.04
103.57
80.55
433.89


DEFB128
0
0
0
2.87


DEFB129
#N/A
#N/A
#N/A
#N/A


TREML1
0
0
0
60.34


PVR
2796.91
3094.79
539.54
1030.14


PLAU
2690.34
1626.3
18.46
10226.65


PSEN1
1368.8
1232.98
963.28
2409.4


DEFB110
0
0
0
0


FAP
499.52
3030.67
0
166.66


HLA-B
8261.92
2716.26
1006.91
11506.77


DEFB112
#N/A
#N/A
#N/A
#N/A


PVRL2
1138.97
1057.9
453.95
1657.99


ENPP1
1018.49
1452.45
882.73
10.06


HNRNPM
3212.1
2785.31
3958
1596.21


TMEM102
21.32
36.99
64.61
186.77


ITGA8
0
110.97
198.03
2.87


PLA2R1
110.28
400.72
15.94
1.44


TIMP2
1309.49
6331.37
232.43
372.11


LRFN2
0
0
1.68
22.99


EPPIN
0
0
0
1.44


DEFB132
#N/A
#N/A
#N/A
#N/A


ITGA7
215
157.82
162.78
295.97


PLXNB2
1633.85
3714.98
542.89
4109.05


BMPR2
1161.21
3140.41
1145.36
768.65


CD1B
0
1.23
0
2.87


EPHA4
485.61
1341.49
667.92
0


K1SS1R
1.85
0
4.2
7.18


CPM
86.19
110.97
67.13
366.37


HPN
2.78
0
0.84
0


ADAM8
25.02
38.22
28.53
110.63


SHH
0.93
0
5.03
10.06


SLC46A2
1.85
0
1.68
1.44


EPPIN-
#N/A
#N/A
#N/A
#N/A


WFDC6


RSPO2
0
2.47
6.71
5.75


HFE2
0
0
1.68
0


NT5E
5570.66
10477.89
10.91
11357.35


SLC6A3
0
0
1.68
10.06


AOC3
6.49
1.23
26.01
0


EPHB6
2.78
17.26
57.9
10.06


FZD1
227.05
632.52
235.79
476.99


BACE2
3244.53
634.99
338.99
10.06


PLAT
587.56
2657.08
380.11
12.93


VAMP7
#N/A
#N/A
#N/A
#N/A


ADAMTS9
56.53
22.19
166.14
4.31


AAMP
1613.46
1400.67
1829.22
1719.77


SRPX2
67.65
415.52
6.71
311.77


NOTCH4
23.17
16.03
19.3
43.1


AREG
0
1.23
0.84
234.19


IL1R1
1002.74
1033.24
27.69
2274.34


TNFRSF10B
1149.16
2384.59
961.6
1678.1


MMP7
0
2.47
0
66.09


HLA-C
1488.35
3525.1
2200.1
1759.99


AQP11
10.19
29.59
39.44
33.04


IL1RAPL1
0
7.4
1.68
0


ITGB3
252.07
182.48
2.52
1395.07


DCBLD2
18375.48
12247.22
1267.03
1182.43


TSPAN14
582.92
1001.18
314.66
1145.07


TLN1
13822.39
15083.08
2081.79
24480.45


BACE1
944.35
1437.66
319.69
370.68


PAM
3327.94
10582.69
1517.08
6860.39


TGFB1
420.74
522.78
105.73
1495.64


CNTN2
6.49
3.7
5.87
0


LRFN5
0
1.23
63.77
38.79


HYAL4
0
0
0
0


NEU1
1231.64
757.05
871.82
6440.86


ANXA1
10183.07
19419.48
353.26
1718.33


NOD2
0
1.23
16.78
1.44


TEK
2.78
165.22
5.87
0


ADAM15
1040.73
1115.85
587.37
1188.18


SULF1
1404.94
14641.67
57.06
1.44


ROS1
40.78
16.03
0
1.44


ADGRG2
#N/A
#N/A
#N/A
#N/A


C1QBP
3661.57
2906.14
7797.69
2988.4


DEFB116
#N/A
#N/A
#N/A
#N/A


FGFR3
70.43
32.06
360.81
11.49


SORT1
442.06
1918.52
1380.31
403.72


PRLR
12.97
102.34
2.52
126.43


FZD4
25.95
655.95
287.81
45.98


SDC3
113.99
638.69
176.21
360.62


CCR6
#N/A
#N/A
#N/A
#N/A


TSPAN15
186.28
11.1
238.3
127.87


RER1
2869.2
2903.67
1359.33
2476.92


HLA-DMA
12.05
18.49
15.94
12.93


CTSG
0.93
0
0
260.05


DEFB115
0
0
0
0


ISLR2
6.49
1.23
2.52
5.75


VAMP4
283.58
307.01
196.35
283.04


GRIN2A
124.18
0
2.52
0


VLDLR
438.35
340.3
93.14
553.14


TRPV2
0.93
387.16
27.69
3130.64


HLA-A
3051.77
1927.15
487.51
8402


KCNK2
151.06
940.77
8.39
0


FZD6
963.81
1036.94
445.56
905.14


ADGRA2
#N/A
#N/A
#N/A
#N/A


ENTPD2
0.93
0
0.84
1.44


CAV1
7135.93
14644.14
137.61
1567.47


ACVR2A
243.73
194.81
224.88
1089.04


EPCAM
0
9.86
29.37
2.87


PROM2
6.49
1.23
9.23
7.18


DPP6
0.93
1.23
0
10.06


TGFA
2.78
429.08
6.71
30.17


RAMP3
#N/A
#N/A
#N/A
#N/A


HILPDA
202.03
152.89
255.08
100.57


ANGPTL3
3.71
7.4
20.14
4.31


FZD5
84.33
44.39
378.43
191.09


ITGAM
5.56
0
1.68
2543.01


AGER
25.02
4.93
11.75
30.17


SFRP4
3.71
14.8
5.87
0


FZD9
60.24
16.03
94.82
110.63


AXL
8602.97
12761.37
11.75
77.58


TNFRSF4
0.93
1.23
0
15.8


APOH
#N/A
#N/A
#N/A
#N/A


PDGFB
42.63
1.23
4.2
102.01


SCUBE3
26.88
636.22
88.1
30.17


RAMP1
174.23
23.43
0
459.75


DEFB131
0
0
1.68
0


ATPIF1
1312.27
890.21
1329.96
476.99


HLA-F
119.55
48.09
94.82
0


USP14
463.37
1421.63
1088.3
364.93


VEGFA
494.88
389.62
264.31
2316.01


IGSF5
0
0
0.84
0


BGN
0.93
960.49
0
0


NDP
4.63
1.23
2.52
0


HSP90AA1
19879.59
19462.64
25695.55
17723.51


PLVAP
0
0
0
50.29


PDGFA
152.91
202.21
37.76
8097.41


PDGFC
1682.04
2290.88
476.6
459.75


PKD1
1806.22
1681.79
453.95
1114.9


ABCA7
28.73
41.92
160.27
58.91


CASR
0
0
0.84
8.62


CA4
0
0
0.84
2.87


WNT6
0.93
0
5.03
12.93


LAYN
896.16
2523.92
208.93
11.49


DSCAML1
0
0
0.84
11.49


AMELX
0.93
0
0
1.44


RTP1
#N/A
#N/A
#N/A
#N/A


SFRP1
57.46
5580.48
860.07
11.49


CAPN5
125.11
204.68
69.64
8.62


ITGB4
9.27
3.7
12.59
7.18


BMP2
2.78
16.03
372.56
304.59


PHB2
2374.32
2266.22
4521.03
1254.27


RC3H2
3561.48
2580.63
2155.63
1518.62


TFPI
1318.76
1229.28
125.86
117.81


LILRB2
0
1.23
1.68
5.75


EGFR
1550.44
4208.17
265.99
24.42


IL17RC
226.13
297.15
82.23
209.76


TPBG
1430.89
3515.23
312.14
195.4


IGF2R
5385.31
6237.66
2798.38
10809.96


CAV3
2.78
6.16
3.36
1.44


PPFIA4
14.83
22.19
86.43
155.17


P2RY1
0
1.23
197.19
25.86


NOTCH2
7605.79
7362.14
5396.21
4916.49


CLSTN2
11.12
112.2
29.37
583.31


MICB
339.19
537.58
198.03
431.02


F3
9729.89
5384.44
41.12
349.13


NRDC
#N/A
#N/A
#N/A
#N/A


KCNN2
0
91.24
8.39
91.95


HLA-DRA
0
0
5.03
2.87


HLA-DPA1
2.78
36.99
73
11.49


LPAR2
11.12
0
35.24
102.01


RTP5
#N/A
#N/A
#N/A
#N/A


MPL
1.85
0
0.84
21.55


VASN
1258.52
1649.73
43.63
33.04


CD109
569.95
3114.51
352.42
11847.28


TNFRSF10A
44.48
88.77
99.01
443.95


WNT4
22.24
7.4
14.26
8.62


ADAM10
4097.14
3844.44
1270.39
4950.97


ACHE
1.85
4.93
13.43
11.49


STX4
392.94
484.56
281.94
1517.19


FOLR2
0
0
0
4.31


VAMP1
50.97
29.59
88.1
28.73


CST8
0
0
0.84
0


GOT2
2876.61
2511.59
3760.82
685.32


NLGN4X
0
20.96
0.84
1.44


ROBO1
2049.96
1352.58
3197.78
268.67


NLGN2
240.03
224.4
261.8
22.99


TSPAN32
1.85
7.4
1.68
5.75


FLT3LG
0.93
0
1.68
2.87


RALA
1279.83
2124.43
521.92
543.08


DEFB118
0
0
0
0


NOTCH1
428.16
660.88
272.71
3455.34


TSPEAR
0
0
0.84
1.44


CLEC2D
19.46
34.52
62.09
97.7


ACVR1B
236.32
341.54
470.73
403.72


PRNP
3003.58
8878.71
387.66
435.33


PCSK6
0.93
6.16
573.1
2370.61


MET
4298.24
9022.97
1319.89
5883.41


TNS1
242.81
1433.96
68.81
685.32


CD38
0.93
0
0
21.55


GPRC5B
336.41
9.86
213.13
0


CLEC9A
0
0
0
0


PROM1
0
0
2.52
1.44


APP
7446.39
12740.41
3200.3
2630.65


EPHA2
1506.89
2158.95
250.89
64.65


IL17RB
38
59.18
133.42
18.68


DEFB104B
#N/A
#N/A
#N/A
#N/A


CX3CL1
6.49
1.23
0
1.44


TNFRSF1A
1099.12
1051.73
253.41
929.56


KCNE1
3.71
7.4
1.68
27.3


NLGN4Y
1.85
340.3
0
18.68


F2R
2846.96
670.74
422.9
130.74


MST1R
6.49
2.47
18.46
2.87


FGFR2
1019.42
0
612.54
0


SLITRK6
0
34.52
5.87
0


LRPAP1
925.82
2080.04
2327.64
2285.84


CNTNAP2
15.75
0
391.02
7.18


ANO6
2874.76
3986.23
1102.57
5188.03


KCNH1
29.66
64.12
0.84
0


CXCR4
3.71
0
305.43
360.62


TNFSF18
0
17.26
0
211.2


CD59
11243.26
17745.09
1050.54
4234.04


WNT1
0
0
0
1.44


SCARB1
99.16
397.02
535.34
479.87


TGFB3
84.33
32.06
73
905.14


RTP2
0
0
0
0


APOA1
0
0
0
5.75


42615
9398.11
11122.74
5421.38
4913.62


DEFB108B
0
0
0.84
0


SLC7A11
1925.77
3377.14
1023.69
10483.82


ACKR3
63.95
16.03
0
231.31


CCR2
0
0
0
0


SULF2
128.82
207.14
307.11
241.37


ELANE
0.93
0
0.84
318.95


NFAM1
1.85
0
2.52
91.95


ERP44
926.74
893.91
568.07
1061.74


GJD3
0
2.47
0
1.44


DMD
360.5
103.57
394.37
5.75


HSP90AB1
17579.41
17217.37
26755.32
31876.74


TNFSF4
12.05
98.64
9.23
34.48


MRC1
0
0
0.84
2.87


ROBO2
0
25.89
273.54
0


DEFB123
#N/A
#N/A
#N/A
#N/A


IL15
56.53
66.58
9.23
5.75


GRIN2B
1.85
0
10.91
1.44


LPAR1
316.95
3804.99
110.76
214.07


KCNQ3
1.85
27.13
0.84
97.7


MOG
0
0
0
1.44


ADCYAP1R1
0
4.93
129.22
0


ULBP2
187.2
187.41
40.28
451.13


ANXA9
26.88
23.43
52.02
63.22


LRFN1
1.85
1.23
117.47
14.37


GRIA1
9.27
32.06
0.84
1.44


TIGIT
3.71
2.47
0.84
15.8


HAVCR2
7.41
1.23
1.68
6175.07


BMP10
0
0
0
15.8


WNT7A
0
0
0.84
2.87


ITGB8
366.06
25.89
53.7
1303.11


SERPINF2
0
0
0
2.87


MICA
987.91
1075.16
178.73
280.16


C5AR1
9.27
3.7
7.55
6800.05


SLC9A1
239.1
447.57
177.89
297.4


SLC1A4
781.25
660.88
204.74
2344.74


BST2
0
2.47
5.03
1475.52


DPP4
56.53
1257.64
45.31
37.35


DEFB124
0
0
0
0


AMBP
0
1.23
1.68
0


TACR1
3.71
8.63
11.75
10.06


MBL2
0
1.23
0
0


SLC1A2
19.46
122.07
17.62
7.18


CLU
106.58
220.7
849.16
7.18


KCNA1
0
2.47
37.76
0


NRP1
5861.66
7359.68
1056.42
9143.35


ADGRF5
#N/A
#N/A
#N/A
#N/A


SLC34A1
1.85
2.47
0
1.44


KCNH2
0.93
2.47
83.07
21.55


SLIT2
506.93
4476.96
5873.65
11.49


HSPA2
351.24
1006.11
277.74
11.49


ANXA2
25181.49
34633.26
1884.6
11707.92


CSF1R
28.73
9.86
2.52
6659.25


ATP5B
9864.27
8677.73
9815.71
9950.8


LGALS1
15675.88
18436.79
36.92
14558.39


SDC4
2178.78
3317.96
232.43
1274.38


TREML2
0
0
0.84
2.87


SLC1A3
305.83
1.23
777.84
6633.38


LRP4
85.26
161.52
340.67
5.75


HMMR
2825.64
1721.24
1414.71
41.67


TPO
0
0
2.52
0


FUT4
74.14
139.33
158.59
412.34


NTRK1
0
1.23
4.2
30.17


HCST
2.78
6.16
1.68
228.44


PPFIA3
49.12
33.29
271.87
364.93


ENTPD6
557.9
865.55
631.84
1581.84


ITGA4
840.56
2779.14
101.53
1390.76


ABCB1
1.85
6.16
335.64
767.21


SLC46A1
8.34
127
163.62
10.06


CORIN
8.34
67.81
47.83
15.8


PTN
227.98
356.33
0.84
0


LBP
0
3.7
0.84
8.62


VAMP5
31.51
170.15
2.52
5.75


KCNH5
0
0
0
1.44


RARA
66.73
196.04
164.46
294.53


GHR
4.63
53.02
125.02
17.24


WNT5A
3125.91
9417.52
673.79
11.49


KRT4
0
0
2.52
1.44


CD93
0.93
1.23
1.68
4.31


PLA2G1B
0
0
0
0


MIF
3.71
0
3.36
2.87


LPL
16.68
4.93
57.9
8696.53


RGMA
0.93
6.16
135.09
35.92


FURIN
1091.7
1736.04
648.62
3894.98


WNT3A
0.93
0
5.03
5.75


NRXN1
0
3.7
39.44
2.87


CXADR
433.72
13.56
1226.75
363.49


OTOA
0
3.7
0
35.92


CCR10
1.85
7.4
8.39
0


FOLR1
0
7.4
5.03
4.31


HNRNPU
13535.1
10796
18000.22
7328.76


TRPV4
11.12
73.98
43.63
0


DSG2
2194.53
3.7
2941.86
8.62


HMGB1
3941.44
3274.8
3229.67
1441.04


DEFB105A
#N/A
#N/A
#N/A
#N/A


TNN
0
0
0
21.55


CEP41
640.38
356.33
229.91
168.1


DEFB106A
#N/A
#N/A
#N/A
#N/A


SLC39A6
3077.72
3096.02
2691.81
1745.63


DEFB119
#N/A
#N/A
#N/A
#N/A


CYP2W1
12.05
0
1.68
12.93


ITGAD
0
0
0
11.49


ERP29
1138.04
1210.79
1036.28
1169.5


NCL
6730.94
9053.79
12308.66
4459.61


MSLNL
2.78
0
0
11.49


CHRNA1
0
0
0
0


HM13
925.82
1623.84
844.13
2709.67


GPRC6A
0
0
2.52
1.44


FSHR
0
0
0
1.44


CFTR
0
0
0
0


SCARA5
3.71
0
12.59
2.87


HTR3B
0
0
1.68
0


PDIA4
7894.01
4655.74
4646.06
5713.88


DEFB121
#N/A
#N/A
#N/A
#N/A


IDE
1798.81
1387.11
2008.79
999.96


CD55
1032.39
578.27
435.49
601.99


SLC11A2
668.18
774.31
789.59
1249.96


ART1
0
0
1.68
5.75


CD63
4658.74
12189.27
1426.46
27445.86


LTF
0.93
1.23
0
0


SDC2
2325.2
1292.17
849.16
25055.14


DEFB135
0
0
0.84
0


CLDND1
1820.13
674.44
601.63
1120.65


HYAL2
353.09
536.35
263.48
478.43


PLG
#N/A
#N/A
#N/A
#N/A


ABCC2
12.05
7.4
31.89
4.31


GPA33
0
0
0.84
0


FERMT2
3622.64
4988.65
1468.41
2136.42


CDON
109.36
51.79
612.54
178.15


DEFB104A
#N/A
#N/A
#N/A
#N/A


NTSR1
1.85
1.23
2.52
446.82


SLC3A2
4065.63
2416.65
2212.69
4867.64


DEFB134
0
0
4.2
0


KCNE2
0
2.47
3.36
0


PTPRK
2879.39
3060.26
839.93
854.85


CR1
0
0
0.84
0


TMEM206
345.68
208.37
260.12
636.47


CLMP
1010.15
4830.83
44.47
701.12


BSPH1
0
1.23
0
0


CCR9
0
2.47
3.36
2.87


DIP2A
598.68
622.66
620.09
619.23


SLC12A1
0.93
0
0
1.44


ALPP
2.78
0
0
1.44


TRPC4
226.13
482.1
4.2
0


CLSTN3
141.79
125.76
407.8
43.1


NLGN3
0
0
10.91
10.06


SLC9A3
38
14.8
18.46
109.19


PKD1L3
9.27
1.23
6.71
5.75


TLR2
67.65
1.23
0
4869.08


LMAN2
2015.67
1701.52
1616.93
3905.03


CXCR2
0
2.47
0
1.44


UNC5D
0.93
0
5.03
4.31


ARSB
506.93
1330.39
443.04
1126.4


LY9
0
1.23
0
7.18


ADAMTS7
66.73
101.1
20.98
68.96


ADGRV1
#N/A
#N/A
#N/A
#N/A


CD58
386.45
106.04
78.04
992.78


RAMP2
0.93
4.93
8.39
0


ITGB7
17.61
11.1
22.66
7410.66


CD209
0
0
1.68
254.3


TF
3.71
4.93
1.68
4.31


CSPG4
1107.46
4628.62
184.6
5452.39


MPZL1
2875.69
4459.7
1355.14
425.27


BSN
3.71
8.63
172.01
54.6


DEFB106B
#N/A
#N/A
#N/A
#N/A


PCSK9
0.93
4.93
0.84
0


ITGB5
2682.92
4758.08
330.6
11916.24


SYNJ2BP
385.53
495.66
432.97
228.44


STRC
0
1.23
5.03
2.87


HSPA5
9589.95
11079.58
3310.22
8166.38


SLC6A1
0
0
2.52
8.62


LRP6
1013.86
1811.25
1961.8
334.76


IGSF3
635.75
13.56
647.78
22.99


CLEC5A
0
0
2.52
173.84


PPFIA2
1.85
2.47
20.98
70.4


ADAM2
0
0
0
2.87


ADIPOQ
0
0
0
1.44


ANXA4
507.86
940.77
157.75
2067.46


VAMP3
3101.81
3133.01
1464.22
968.36


PTPRT
0
2.47
0
2.87


MAS1
0
0
0
0


PROCR
124.18
237.97
192.99
183.9


RPS6KB1
733.98
880.35
1190.67
800.26


SRPX
345.68
438.94
44.47
30.17


FOLH1
0
0
7.55
0


APOA4
0
0
0
0


SPARC
57829.76
44322.04
1261.16
4.31


PTPRJ
1197.35
432.78
202.22
2231.24


LIPC
0
0
0
1.44


TNR
0
1.23
0.84
7.18


LY6D
0
1.23
0
7.18


ACE2
0
0
38.6
0


CRYAB
4.63
404.42
0
0


PDIA3
5239.81
5045.37
2471.97
5277.11


ITGAL
0.93
0
5.03
337.63


TSPAN33
6.49
1.23
260.12
137.93


HBEGF
655.21
360.03
115.79
6509.83


TDGF1
0
0
0
0


FAM89B
88.97
80.14
34.4
79.02


MFI2
1454.06
48.09
63.77
928.13


CLEC17A
0.93
0
0
8.62


DEFB133
#N/A
#N/A
#N/A
#N/A


DEFB105B
#N/A
#N/A
#N/A
#N/A


APMAP
2555.03
2361.16
1298.92
1343.34


CD44
8078.43
15258.16
31.05
5098.96


SLC26A9
0
0
0
11.49


ADAMTS13
28.73
24.66
72.16
12.93


SPTB
17.61
69.05
255.92
12.93


ANTXR1
1074.1
2781.61
429.62
66.09


WNT5B
1189.01
4162.55
90.62
43.1


GP1BA
4.63
2.47
10.07
1.44


CLIC4
21061.19
23371.19
2396.45
7327.33


TNFRSF12A
4668.01
3546.06
57.9
1764.31


SCN5A
8.34
48.09
125.02
7.18


ACVRL1
0.93
125.76
3.36
202.58


CD46
3627.28
2697.77
885.24
1976.94


PHB
1395.68
1446.29
2807.61
1543.05


LRFN3
80.63
82.61
57.9
132.18


HHIP
63.95
30.82
21.82
4.31


EPO
0.93
1.23
4.2
0


MXRA8
1561.56
3856.77
109.08
37.35


EMP2
602.38
1049.27
454.79
54.6


TYROBP
3.71
4.93
0
4159.33


LIPG
103.8
48.09
40.28
37.35


CD1D
0
0
12.59
281.6


PTGFRN
2385.44
271.26
1443.24
68.96


RTN4R
21.32
13.56
41.95
57.47


GREM1
22408.67
27412.91
5.03
0


HSPD1
7264.75
9067.36
16483.14
6369.03


FGF22
0.93
3.7
4.2
2.87


FZD10
0
0
48.67
4.31


CDH17
0
0
0
5.75


CD53
4.63
0
5.03
10462.27


GHRHR
0
0
1.68
0


FAM234A
#N/A
#N/A
#N/A
#N/A


DCSTAMP
0
1.23
0
2160.84


NTRK2
0
28.36
29.37
0


GRIN1
3.71
3.7
4.2
15.8


MMP16
1448.5
2273.62
422.9
10.06


FGFBP1
1.85
0
3.36
0


PTGER3
2.78
60.42
0.84
91.95


FZD3
3.71
54.25
1356.81
329.01


ADAM9
6785.62
11556.75
1445.76
23152.91


ADAM17
854.46
641.15
644.42
7614.67


AIMP1
945.28
1163.94
859.23
824.68


NPTN
3350.18
3957.88
1011.95
2890.7


THBD
13.9
12.33
20.98
12960.75


GHSR
0
1.23
0.84
0


PKD2L1
0
0
3.36
4.31


CIITA
12.97
3.7
9.23
5.75


IL6R
46.34
104.8
103.21
10480.95


LRFN4
518.05
425.38
137.61
522.97


L1CAM
315.09
2055.38
9.23
86.2


IQGAP2
15.75
0
873.5
1747.06


LRRC8A
1452.21
1965.37
495.9
1748.5


KCNC1
2.78
3.7
88.1
21.55


MSLN
12.05
3.7
1.68
12.93


TMEM8B
45.41
51.79
53.7
10.06


EGFLAM
2.78
43.15
28.53
4.31


FGF10
0
1.23
1.68
1.44


ANK3
22.24
0
510.17
20.11


ASIC1
34.29
34.52
173.69
7.18


ITGB2
84.33
1.23
9.23
60433.2


FCN1
0
0
0
2.87


SERPINE2
1060.2
15343.24
185.44
5369.06


ARSA
203.88
229.33
80.55
903.7


CUBN
16.68
6.16
15.1
37.35


F10
1.85
203.44
6.71
2.87


GGTLC3
0
0
0.84
0


PKHD1
0
0
4.2
5.75


GGT6
0
0
0.84
4.31


GGTLC1
0
0
0
1.44


GGTLC2
#N/A
#N/A
#N/A
#N/A


GGT2
0.93
0
0.84
0


GGT1
5.56
11.1
12.59
99.13


GGT7
83.41
178.78
138.45
53.16


GGT5
0.93
41.92
0
10.06


EFNA5
373.48
9.86
853.36
22.99


SPIRE2
42.63
27.13
135.93
58.91


SVIL
430.94
797.74
400.25
965.48


STAMBP
372.55
461.14
933.91
808.88


MEN1
435.57
329.21
787.07
352


SSH1
696.91
1824.81
440.52
1402.25


RHOB
261.34
2446.24
1559.87
1538.74


ECT2
7855.08
3380.84
1538.06
307.46


NDE1
683.94
409.35
336.48
593.37


RDX
2478.11
3427.69
2886.48
1874.93


WDR73
398.5
356.33
735.05
603.43


RAB11A
2263.11
2643.52
2510.57
1991.31


MYH10
2296.47
3358.65
4572.22
22.99


OR2A4
#N/A
#N/A
#N/A
#N/A


RAB21
1267.79
1980.17
1142.84
1695.34


PLCD3
198.32
410.58
365.84
168.1


SPIRE1
877.63
981.45
401.09
1051.69


RAB11FIP3
620.92
815
603.31
376.42


PLEKHG6
12.05
12.33
2.52
5.75


NF2
4767.17
5857.9
1955.93
1782.98


PLK4
707.11
870.49
724.14
40.23


MYH9
25389.08
38543.05
4544.53
18536.7


RHOC
2790.43
2981.35
412.83
8746.82


ARF6
1402.16
1914.82
688.06
2025.79


PDXP
57.46
32.06
62.93
31.61


PKN1
1402.16
1950.58
1598.47
2216.88


RAB11FIP4
12.97
6.16
819.79
1313.17


PKN2
1518.01
1840.84
2245.41
456.88


FSD1
274.32
149.19
430.45
1.44


42619
382.75
392.09
848.32
170.97


MYLK
5096.17
15322.28
196.35
271.54


MASTL
1404.94
872.95
995.16
281.6


PSTPIP1
4.63
3.7
0.84
155.17


LIMA1
4424.28
8031.65
672.11
1073.24


RACGAP1
3694.93
3748.27
1490.23
216.95


DCTN3
970.3
744.72
292
928.13


42625
0
0
4.2
1.44


42620
5790.3
5566.92
1887.96
3558.78


ZFYVE19
187.2
304.55
234.95
308.9


PITPNM1
877.63
360.03
224.04
935.31


CEP55
3899.74
2687.9
1152.91
66.09


PPP1CC
2543.91
3158.9
4695.56
2711.11


RHOA
7032.13
11043.83
4682.14
11876.01


CEACAM5
0
1.23
0
0
















TABLE 3







Gene expression of immune response genes, Related


to FIG. S2F. Values represent log2(RPKM + 1)












Control:
Control:
Control:
Control:


gene name
CHME_C2
BJ_C3
293_C2
THP_C2














C3
9.1572206
6.75848974
2.94673086
10.4426947


FCER1G
4.48026512
2.23266076
0.87970577
12.5840582


EPHB6
1.91838623
4.19061486
5.88019573
3.46727948


GATA3
1.51096192
2.83995959
6.78240857
2.7548875


IL20RB
4.59514557
3.59693514
4.40190347
4.7473874


SPN
0.94860085
0
0
9.86418615


ZP3
2.49313492
2.23266076
3.76447355
0


FCER1A
0
0
0
0


FCN2
0.94860085
0
0.87970577
0


FCN1
0
0
0
1.95233357


FCN3
1.51096192
1.15704371
0.87970577
0


MASP1
0
10.3061073
2.37851162
0


MBL2
0
1.15704371
0
0


KRT1
1.91838623
0
0.87970577
0


MASP2
4.06608919
3.98185265
5.70542504
3.64270157


A2M
5.14118753
9.20244221
3.35473424
15.3594658


SERPING1
0
7.34447346
3.76447355
0


CTSC
8.74224206
11.7732258
9.34717842
13.1142401


MICB
8.41019692
9.07301685
7.6368421
8.75495429


RAET1E
0
2.56803211
0.87970577
1.95233357


MICA
9.94969542
10.0716769
7.48968743
8.13524755


CTSH
4.35473424
6.32030415
8.17816686
12.0024177


EMP2
9.23692307
10.0365445
8.83222546
5.79701298


RIPK3
0.94860085
4.28466219
0
7.08799315


LILRB1
0
0
0
5.08915913


PPP3CB
9.64859127
9.58248074
9.13962809
9.42273759


PTPRC
0.94860085
3.4409522
0.87970577
11.4614129


IL7R
9.42177031
11.1968296
0.87970577
10.3280466


HLA-E
11.3589094
11.4875286
9.13316791
14.1110003


FADD
6.98913901
7.9227925
7.05245937
8.06732679


HLA-A
11.5759032
10.9130016
8.93224429
13.0366888


IL12A
4.06608919
4.68144927
3.46858332
3.26603689


XCL1
0.94860085
0
3.35473424
0


IL12B
0.94860085
0
0.87970577
1.28688115


STX7
10.7152671
10.2905719
9.93572493
10.1840199


IL23R
0
0
0.87970577
0


HLA-B
13.012436
11.4079369
9.97715111
13.4903207


B2M
14.1453511
13.7308809
11.1758863
15.6891367


P2RX7
5.02281165
2.83995959
2.12432814
8.28230079


IL12RB1
0
0
1.422233
5.75915583


IL23A
2.71369582
1.15704371
2.94673086
3.80012335


C6
0
1.79493566
0
3.03210084


CD59
13.4569011
14.1152136
10.038288
12.0481599


MSH2
10.3405066
10.7060297
11.8397234
9.15830673


MLH1
10.3801688
10.2340869
7.88233736
9.78886512


PYCARD
0
6.48816149
0
8.50406418


TRIM5
9.86046626
9.39705422
7.45557381
8.07505123


TBK1
9.82257083
9.62815387
9.10268437
10.9339783


TMEM173
7.41438927
9.43352285
4.79960542
8.9561438


MB21D1
8.92389197
8.76081973
2.37851162
8.90517638


MAVS
9.78517453
10.0617222
9.2806084
8.62972089


NLRC4
2.49313492
2.56803211
4.00898878
7.35182265


PYDC1
0
0
1.422233
0


TLR4
7.35851934
9.77750191
0
10.0844497


SIN3A
9.49215363
9.52085436
10.3320477
8.94356975


HMGB1
11.9448731
11.6776316
11.6576177
10.4938955


AIM2
0.94860085
1.15704371
0
6.00495076


IFI16
10.2555597
10.2117667
3.46858332
10.7184044


CD36
4.06608919
5.8509994
2.7803101
14.0890449


PGLYRP3
0
0
0
0


PGLYRP4
0
0
0
2.7548875


PGLYRP2
0
1.15704371
0
1.95233357


MARCO
0
0
0.87970577
6.37312616


PGLYRP1
1.91838623
1.15704371
1.81557543
2.7548875


DMBT1
2.49313492
0
0.87970577
1.28688115


TRAF6
8.64871709
8.3400281
8.35124846
9.37046946


PSMB9
6.31777437
4.53543092
4.66277517
8.69620252


PSME3
10.6096959
10.9744146
11.5052062
10.8689691


CARD11
0.94860085
1.15704371
0
1.28688115


ITPR3
9.35801377
10.8245451
7.50311018
6.39797405


FBXW11
11.0875093
10.986738
10.59646
11.8201032


PSMC6
10.6968545
10.6704527
10.2608137
10.8193568


PPP3R1
8.26129574
9.5684882
8.94213326
8.82975444


UBE2M
10.1022251
9.85252951
10.0947375
10.4292184


CHUK
10.3640252
10.2676645
10.3936371
10.298727


RELA
9.42177031
9.20847824
8.87408995
9.18705509


TAB2
10.4304526
10.0109057
10.1522468
11.5744705


NFATC2
5.02281165
4.37364821
5.4799419
3.64270157


PSMB4
12.1831639
11.3914799
11.6341985
13.4676285


PSMA7
11.9091656
11.864782
11.4981062
12.0437485


PSME4
9.96849401
11.4099
11.3813483
10.3134613


PSMB8
8.70106383
7.99429686
0
11.5239833


MAP3K14
7.08087081
6.56544486
6.33467553
8.04395687


UBE2V1
5.38474059
5.24754781
5.58466191
5.86962469


PSMD12
10.8239881
11.1085506
11.6368602
10.5830734


PSMC2
11.8610947
11.2013643
10.670373
11.4948306


SRC
8.6218321
9.06638524
8.17397689
10.5830734


PSMB11
0
0
0
1.95233357


LYN
7.71094416
9.30444259
8.25148241
10.9633441


PSMD1
12.0960595
12.2104735
12.0019887
12.0324143


PSMC5
9.68804045
10.1489087
9.65257612
9.75328362


UBE2D2
10.9469355
10.7324049
10.8311726
10.6581133


PSMD10
10.2190112
10.1644922
10.6509261
9.92301544


UBA52
12.4517881
12.1573375
12.2104765
12.7400485


UBC
13.4396764
13.4964194
12.1089001
13.7277727


PSMB1
11.9810428
11.080078
11.2876085
11.8394636


PRKACB
9.88045595
10.0683752
8.49908847
8.31524015


PSMB3
10.3650429
10.638445
11.2227345
11.5197542


PSMD5
9.88612332
10.5319467
2.12432814
7.73903798


RPS27A
11.6338489
12.3918719
12.0447322
12.2767147


PLCG2
2.71369582
3.2675358
7.21606678
8.61393677


PSMC4
11.1611697
10.7176936
10.4783854
11.3120775


UBE2D1
8.70746267
8.23174919
8.89965903
9.0333404


ITPR2
9.41396635
10.2863036
9.64805193
10.3662348


PSMA5
11.4869356
11.1592091
10.999091
12.5279559


CALM1
12.4099
12.7602542
11.8655825
12.9502843


CLEC7A
0
0
0.87970577
5.20633065


NFKB1
10.0602636
9.95106611
9.21897486
11.0558247


PSMD13
11.5640304
10.986738
10.4673101
11.624567


KRAS
9.58560105
9.90356556
10.2449465
8.9891674


CASP8
7.951343
8.28974227
8.10527998
9.26322225


PPP3CA
8.96993328
10.8953708
9.51042793
9.45557381


PSMD9
8.03529399
7.87817356
7.34082928
7.60703435


PDPK1
9.62338771
9.82338316
9.26692706
9.65644274


NRAS
12.0997193
11.176223
11.5332519
13.2913247


SKP1
11.314453
11.1823571
11.0655508
11.4105415


ITPR1
6.76155123
7.30003218
9.25507579
11.6525224


ICAM2
0
3.07038933
1.81557543
2.7548875


EP300
9.47348253
9.74262944
10.7420989
10.1442886


CARD9
5.14118753
7.95901662
5.60969587
9.41970742


PSMD7
10.7428315
10.2370426
10.0531792
10.2704705


PSMC3
12.3383798
11.622848
11.3263115
12.1474466


PSMD3
10.9870081
11.3278558
11.7714152
11.5225766


KLRK1
0
0
2.94673086
0


PSMB6
11.0298463
10.3103174
10.4664538
11.2444828


TAB3
9.12644637
8.77307325
8.99765936
9.2766595


PSMB10
6.69863522
5.65306002
3.23112516
8.71111629


RPS6KA5
5.84624257
5.24754781
7.45557381
7.33904828


PSMD6
10.9850307
10.9744146
11.0879733
10.6230493


PRKACA
8.85626989
8.85218616
8.57088032
7.78672704


CLEC4D
0
0
0.87970577
0


PSMA2
9.02231232
8.37794796
8.84805952
8.59797804


ICAM3
7.20388631
6.8992965
6.9582627
8.12044526


PAK2
11.6732737
10.9102305
10.1437148
11.3766409


MALT1
10.6944363
10.8008109
9.27865853
10.8353241


PSMD4
11.4625074
10.6682645
11.2914758
12.9257213


SYK
0.94860085
1.79493566
8.44799238
11.0183393


CALM2
12.868074
14.3045118
11.9820773
13.5509884


PSMB2
11.0948628
10.440184
10.9540363
9.9400052


IKBKG
7.63894267
7.44997399
5.96000193
7.97973957


TAB1
8.18522234
8.38331549
8.97859607
8.60332962


PRKCD
3.59931779
7.519479
6.03584382
8.00416428


RAF1
11.2970194
11.30905
10.5870461
11.5839572


CLEC4E
0
0
0
1.95233357


PSMD2
14.0123496
13.5118823
11.5047892
12.0496274


HRAS
10.0924665
9.47161425
9.45975947
10.0100245


PSMA8
#N/A
#N/A
#N/A
#N/A


CLEC6A
0
0
0
0


PSMD8
11.918867
11.6452351
11.1420049
12.2230967


UBB
11.599792
11.0899006
11.7163565
11.682468


CALM3
11.6879355
11.9176965
11.4964344
11.8091733


CD209
0
0
1.422233
7.99604973


UBA3
10.5059405
10.1629451
9.58640823
10.4589807


NFKBIA
10.649364
8.85602083
8.13576058
12.218757


NFKB2
9.77454
8.32346015
8.0606419
10.2954246


BTRC
8.92662216
9.13126536
9.86738686
8.36005695


PAK1
7.77333705
9.66586883
8.91480368
8.37885838


PSMF1
9.01714246
9.66368262
10.0056947
8.24179253


PSME2
9.97249163
9.4840777
8.76980479
10.63744


PAK3
6.93545975
3.07038933
5.88019573
2.7548875


MAP3K7
10.7790463
10.5873369
10.7271802
10.797394


PSME1
10.0362698
9.18727783
9.20261362
11.1445627


UBE2N
10.9962051
11.4486016
11.0996042
11.0431093


CLEC4C
0
0
0
2.7548875


IL1B
7.57727775
5.5428771
0.87970577
16.4900765


FYN
11.0463737
9.22937162
9.92331263
9.48480276


NFATC1
4.59514557
5.65306002
7.33333428
8.06732679


PSMD11
10.4920835
10.9185279
11.7260393
10.8055262


PSMD14
11.6597016
11.4543199
10.6866231
11.5676567


PSMB7
11.9192134
11.3511932
11.1680139
11.2072706


IKBKB
9.50694225
9.61006514
8.83753333
10.2330684


PRKACG
0
0
0
0


NFATC3
9.1454482
8.27262979
8.88950396
9.2766595


PSMA6
6.46123386
5.38162947
6.19298317
7.97148608


PSMC1
9.80922149
9.52569698
9.21693982
9.86641348


PSMA1
9.96716861
9.38646609
9.32469811
10.0613577


CUL1
10.9777593
10.8420989
11.0863021
9.94210392


CLEC4A
0
1.79493566
2.12432814
2.7548875


PSMA4
11.4206866
11.2562146
12.3125256
11.7031293


BCL10
9.56985561
9.42836017
8.35495458
9.25986093


PSMB5
10.9346934
10.645127
10.6243294
10.8124581


RELB
9.31247459
5.9112122
5.24488706
10.103419


CREBBP
9.66020987
9.70689312
10.3764293
9.21521749


PSMA3
10.8350161
10.5581433
11.0587629
11.2849166


TLR5
3.48413813
0
3.93168306
2.40871186


FOS
3.59931779
3.4409522
4.84247606
10.0901654


TICAM2
0.94860085
0
0.87970577
0


MAPK10
3.0721058
2.56803211
4.15218342
4.66789213


LY96
1.91838623
7.40871186
0
7.70963528


ATF1
8.68814538
8.77307325
8.71035875
8.40968793


MAPK14
10.6551819
10.7552298
10.3235727
11.0163417


NOD1
7.17642251
6.52732061
6.98709344
5.59723319


CTSL
10.6131172
11.610951
8.9616812
15.3276109


IRF7
7.00999653
5.42357817
6.33467553
10.1696996


MAPK3
8.21703679
9.02261749
9.2451486
8.94778303


DUSP6
6.91348784
10.2326128
5.00225245
14.2847244


UBE2D3
11.5480416
12.3529566
12.1621679
12.9455627


NOD2
0
1.15704371
4.15218342
1.28688115


TRAF3
10.0311774
9.79962161
9.70283067
10.746422


CREB1
10.4030653
9.92751132
9.8504369
10.4604559


RPS6KA1
8.2569163
6.40667272
9.59269996
13.3234264


BIRC3
7.71094416
6.79103262
4.84247606
10.1146794


DUSP3
10.094909
10.1075963
10.4587347
11.336328


IKBKE
7.49817107
7.49008872
4.96393645
10.103419


ITGAM
2.71369582
0
1.422233
11.3128886


CNPY3
9.29556233
8.82495874
8.57723998
10.6772263


ELK1
9.87048802
9.4075652
9.45112867
8.24179253


MAPK8
10.067757
10.3679825
9.66902677
9.33880322


MAPK7
7.74872957
7.23064495
7.65492239
6.96069704


MAP2K7
8.73910551
8.38331549
8.86375265
9.09529152


MAP2K4
10.0400842
9.84095097
9.74716918
9.65128494


MAPK1
11.8661198
11.9722834
11.261713
11.9525593


MAPKAPK2
10.9387857
10.7219109
9.10708627
11.132609


PELI1
6.49137212
6.98595576
8.28290308
8.69118517


MAP2K6
4.06608919
4.37364821
8.25941374
0


LGMN
9.73271014
9.81944466
9.45458719
6.15785217


IRAK2
8.15269046
6.48816149
6.51759066
11.1482223


CTSS
2.90496572
5.65306002
2.37851162
13.7168838


MAPK11
5.82273015
7.48018432
5.65849714
6.99356115


TLR3
3.22342255
2.56803211
5.75114233
2.7548875


TICAM1
6.50604967
6.29792505
5.14567746
7.05723364


IRAK4
9.01457847
8.94532678
7.58097456
9.25306744


PIK3R4
10.1299398
9.70049174
10.4168397
9.04122108


MEF2A
8.77922688
9.26160133
9.69554151
11.2521509


CD14
7.20388631
2.56803211
1.81557543
10.1146794


TLR7
0
0
0
2.40871186


RP11-330H6.5
#N/A
#N/A
#N/A
#N/A


TNIP2
8.7106687
9.19031855
8.70456077
10.1332578


TLR9
0
0
0
0


RIPK1
10.1745762
9.64603662
9.03965935
9.83043598


LBP
0
2.23266076
0.87970577
3.26603689


JUN
10.6798407
11.3987437
11.3487613
10.4186643


SARM1
5.21490191
5.72219276
5.68229237
3.94204526


BTK
0.94860085
0
2.7803101
10.4095501


IRAK1
11.0387681
11.4383812
11.5940353
12.7979533


RIPK2
8.21703679
9.23529626
7.97183092
9.07620099


TIRAP
4.35473424
6.05202456
5.75114233
6.74577515


ATF2
10.3405066
10.0749844
9.79428589
10.4619194


DUSP7
7.7548875
9.1842059
8.07868455
10.9716226


MEF2C
3.22342255
6.86913112
8.35124846
10.6296116


CD86
0
0
0
3.03210084


DUSP4
6.33449677
9.67895219
6.78240857
12.4681225


UNC93B1
8.27858884
7.73518367
6.97750891
10.2535875


MAP3K8
7.09064175
4.74899785
6.40786257
8.97687912


MAPK9
9.13121391
9.50380587
9.69700229
9.62528876


PPP2R5D
10.4265688
9.46658634
10.3497788
10.2105131


CTSK
5.14118753
11.2963714
3.23112516
5.90472493


TLR2
6.10118782
1.15704371
0
12.2497298


MAPKAPK3
7.82145512
9.29879576
9.7258945
11.8326606


TLR8
0
0
0
2.7548875


CTSB
12.4843522
14.2546042
9.63593573
15.968829


BIRC2
11.2761477
12.3209838
9.54486786
11.0558247


HSP90B1
14.0374543
14.0106776
12.9110549
13.665327


TLR6
5.21490191
5.68790052
5.75114233
9.2766595


TLR1
0
2.56803211
3.09592442
9.71433139


PIK3C3
10.6830999
9.85252951
8.73897045
9.99384416


NFKBIB
8.84758984
8.46609686
8.25545352
8.67606285


TLR10
0
0
0.87970577
2.40871186


TANK
9.51060595
9.53292081
8.04242547
11.1518664


MAP3K1
9.3782515
8.96327181
9.56098238
9.3983803


RPS6KA2
9.12166302
8.74015178
7.36299581
11.8206776


PELI2
5.21490191
6.50795317
9.18192248
5.79701298


MAP2K1
10.2412682
10.2177518
9.91707366
10.7691684


MYD88
7.21286112
8.38331549
5.14567746
8.42181238


MAP2K3
8.27858884
9.94024018
7.75922243
9.08387817


IRF3
9.48284828
8.96327181
8.63622583
10.1015293


RPS6KA3
10.3487282
10.5307477
10.59646
12.7590122


ITGB2
6.41498114
1.15704371
3.35473424
15.8830776


HIST1H2BJ
12.1617303
11.7199064
12.4860909
7.55282277


HIST1H2BB
5.59275601
10.7552298
2.37851162
5.6395216


HIST1H2BC
12.2753185
11.7204324
12.0589895
10.6018729


HIST1H2BF
10.3609787
10.4592574
9.89562072
6.56056212


HIST1H2BE
7.08087081
10.4793357
3.93168306
3.94204526


HIST1H2BI
9.18735207
11.3714772
0.87970577
4.96208625


HIST1H2BK
11.3776227
11.158433
11.6508588
10.4794468


DEFB1
0
0
0
2.7548875


HIST2H2BE
10.8945222
10.4452943
11.4317379
9.28331991


NOS2
0
0
5.85947267
4.89384756


DEFA1
#N/A
#N/A
#N/A
#N/A


PLA2G1B
0
0
0
0


DEFA1B
#N/A
#N/A
#N/A
#N/A


DEFA3
0
0
0
2.40871186


RPL39
10.4573193
10.2072584
10.7293233
10.892057


LTF
0.94860085
1.15704371
0
0


H2BFS
2.23572706
1.15704371
2.12432814
2.40871186


BPIFB1
0
0
0
1.28688115


IL4
0.94860085
0
0
0


HIST1H2BG
12.0711104
11.7645565
10.1243152
8.49257426


APOA4
0
0
0
0


RNASE3
0
0
0
4.18903382


FAU
11.9971583
11.4319572
11.6546181
12.3388506


KLRD1
0
2.23266076
0.87970577
0


KLRC2
1.91838623
0
1.422233
0


CH507-9B2.1
#N/A
#N/A
#N/A
#N/A


IFNA13
#N/A
#N/A
#N/A
#N/A


CD1A
0
1.79493566
0
5.68060567


CD1C
0
0
0
5.46270675


JAK3
0.94860085
6.22843392
4.79960542
0


TNFRSF17
0.94860085
0
0
0


LAT2
3.89724043
4.45680615
4.51222689
12.1151054


CD1B
0
1.15704371
0
1.95233357


LILRA2
0
1.15704371
0
5.31433399


TEC
4.98093927
5.04701482
6.0902183
6.70653055


LILRB4
1.51096192
0
1.422233
8.96032056


OTUB1
10.2922756
9.5661492
9.72446269
10.2671144


LILRA3
0
0
0
0


TRPM4
7.23083705
8.06910063
6.55673595
8.49833066


TAP2
8.39835892
7.79246496
8.07868455
9.17634771


TNFRSF13B
0
0
0
0


NEDD4
10.4677482
11.6368783
8.85068693
9.2291072


LILRA6
0
0
3.67242534
3.26603689


ANXA1
13.3140266
14.2452912
8.46866477
10.7476308


DBNL
11.2312512
11.2771479
10.3216801
11.9117178


TAP1
10.0640152
9.0191737
8.87924628
11.5973962


IFNA2
#N/A
#N/A
#N/A
#N/A


TNFRSF21
9.36411276
9.12809746
8.97378345
10.6426294


IFNA8
0.94860085
0
0
0


IFNA1
0
1.79493566
0
0


IL2
#N/A
#N/A
#N/A
#N/A


CD6
0
0
2.12432814
4.29865832


IFNB1
0
0
0
1.95233357


LAIR1
0.94860085
0
2.37851162
9.51345127


JAK2
8.50155857
8.55393642
7.16641418
9.17275252


PTK2B
6.04154965
5.65306002
5.07553263
11.4399348


ERAP2
9.91133206
8.17137698
8.46180683
6.90989308


LILRA4
0
0
0
0


CD1E
0
0
1.422233
3.46727948


LILRB2
0
1.15704371
1.422233
2.7548875


ERAP1
9.24355484
8.56807012
8.46523987
10.229624


42437
9.17582397
8.51554216
8.92976142
8.86127305


PIK3CD
10.1251551
8.90878289
6.77135741
6.94392133


CTLA4
0
0
0
1.28688115


HMHB1
0
0
0
1.95233357


IFNE
2.49313492
5.24754781
0
0


RAG1
3.80426012
5.33842442
4.75542174
4.89384756


THEMIS
0
0
0.87970577
0


CD4
3.80426012
3.59693514
4.00898878
7.98788928


LILRA1
0
0
0
0


FGA
#N/A
#N/A
#N/A
#N/A


TNFSF18
0
4.19061486
0
7.72928085


DCLRE1C
9.10231694
8.44584255
8.64230446
8.21417339


FCAMR
0.94860085
0
0
4.07038933


ORAI1
7.14842574
7.9518675
6.78240857
6.70653055


JCHAIN
#N/A
#N/A
#N/A
#N/A


TRAT1
0
1.79493566
0
0


LILRB3
2.23572706
3.07038933
2.37851162
3.46727948


JAM3
7.66554911
10.3200897
10.2716264
3.94204526


FCGR1B
0
0
0
4.18903382


SKAP1
1.51096192
0
2.12432814
0


CLEC4M
0
1.15704371
0
1.28688115


TSC1
9.95509771
10.204241
9.81594361
10.0748773


CAMK4
8.9963605
6.72519582
8.00045077
6.82094479


LILRB5
0
0
1.422233
1.28688115


CLEC10A
0
0
0
1.95233357


TNFRSF11A
8.27858884
2.23266076
7.16641418
8.40356598


CSK
8.59443658
9.41017572
10.1941782
10.3069275


LIME1
5.25058267
3.98185265
4.40190347
3.80012335


IFNK
0
0
2.12432814
1.28688115


CD79A
0
1.15704371
0
0


GPR183
3.59931779
3.07038933
3.8509994
11.7520252


RNF125
4.21800615
3.07038933
8.69581987
4.82273015


PRKD2
7.97813842
7.85530455
7.65492239
6.80258099


ITK
0.94860085
0
0
2.40871186


IFNA5
#N/A
#N/A
#N/A
#N/A


CD8B
0
0
0
1.28688115


EOMES
0
1.15704371
5.79545527
8.20716078


PIK3CG
0.94860085
0
0
10.0220348


CD7
0
0
0
3.46727948


PAG1
6.50604967
8.4148966
9.55618031
11.8658067


CD79B
0
1.79493566
2.12432814
3.26603689


ICOSLG
4.98093927
5.9112122
5.5068431
9.18705509


RNF19B
8.10496561
7.519479
7.77036657
9.16914834


ADGRE1
#N/A
#N/A
#N/A
#N/A


TNFRSF13C
2.23572706
0
2.592158
1.28688115


LAX1
1.51096192
0
0.87970577
1.28688115


PRKCB
2.49313492
0
9.02580399
10.3942269


TFEB
5.14118753
6.07852445
5.68229237
9.90800225


LAT
2.90496572
0
2.12432814
3.64270157


CRACR2A
#N/A
#N/A
#N/A
#N/A


PIK3CA
10.7598965
10.4478478
8.25941374
9.86418615


NLRP10
4.75221337
7.44997399
0
0


TXK
1.91838623
2.56803211
3.35473424
1.95233357


BTLA
0
0
1.81557543
2.40871186


FGB
0
0
0.87970577
0


IFNW1
#N/A
#N/A
#N/A
#N/A


CD46
11.8250701
11.3980863
9.79155363
10.949783


IFNG
#N/A
#N/A
#N/A
#N/A


IFNA6
#N/A
#N/A
#N/A
#N/A


PIK3CB
8.30843005
8.03556893
8.6239912
9.46734062


LAMP3
0.94860085
1.79493566
4.88410945
2.40871186


TFE3
9.26978124
9.88111396
8.18651046
9.98977765


BTNL8
0
0
0.87970577
0


IFNA21
#N/A
#N/A
#N/A
#N/A


IFNA16
0
0
0
0


IFNA17
#N/A
#N/A
#N/A
#N/A


IFNA4
#N/A
#N/A
#N/A
#N/A


IFNA10
0
0
0
1.28688115


IFNA14
0
0
0
1.95233357


IFNA7
#N/A
#N/A
#N/A
#N/A


BTN3A1
8.94301291
6.95768249
7.41362793
8.17881422


ZAP70
1.91838623
0
1.81557543
3.46727948


SIT1
0
0
0
3.64270157


VTCN1
0
0
1.81557543
0


FCRL4
0
0
0.87970577
0


GBF1
11.0868926
11.005028
10.8364765
9.98159582


C8orf4
1.51096192
8.65888982
2.94673086
0


SLAMF1
0
0
0
1.28688115


DOCK2
8.04039932
7.52911816
0
11.6252203


PRKCE
6.56376828
8.31233844
7.67877617
5.02724254


SBNO2
10.4658521
9.71115071
8.30606169
10.6784857


HAVCR2
3.0721058
1.15704371
1.422233
12.5924734


TYROBP
2.23572706
2.56803211
0
12.0224823


CX3CR1
0.94860085
0
0.87970577
3.26603689


PSEN1
10.4197496
10.2691033
9.91330832
11.2350569


EIF2AK4
10.3569141
11.5960919
10.0255687
9.84403094


LCP1
7.61191007
3.73660488
4.28243981
15.4003945


F2RL1
8.15269046
4.68144927
8.92976142
2.7548875


APBB1IP
6.47638169
7.48018432
0
9.26322225


ICAM1
11.8280135
7.53877094
3.09592442
12.2450416


ITGAL
0.94860085
0
2.592158
8.40356598


SEMA4A
2.49313492
3.59693514
4.00898878
4.96208625


ZFPM1
5.10265813
5.8509994
5.53325185
6.29609026


STAT6
8.82416321
10.5522272
7.34082928
12.2441854


RPS6
14.3659813
14.1478202
13.657563
15.2185992


SLC11A1
3.0721058
3.07038933
2.12432814
9.80980028


ADA
4.98093927
6.29792505
7.40650266
6.66633054


ITFG2
7.76725753
7.50000529
7.82476785
6.39797405


CDH17
0
0
0
2.7548875


LFNG
9.34777637
6.22843392
4.924575
8.09792677


NOTCH2
12.8930721
12.8461054
12.3979981
12.2637064


BCL3
6.35102755
5.04701482
3.09592442
7.47346224


DLL1
4.64961546
2.56803211
6.05419729
6.97727992


MFNG
2.90496572
0
3.35473424
0


NKX2-3
0
0
4.88410945
1.28688115


LGALS1
13.9363508
14.1703781
5.24488706
13.8296623


GAPT
0
1.15704371
0
0


ABL1
11.0911907
10.8925656
10.0746767
9.49633451


CD180
0
0
0
6.5158575


PLCL2
7.90189263
7.40871186
8.6085875
8.08273452


CD244
0.94860085
1.15704371
0
8.12044526


SH2D1B
0
1.15704371
0
0


MR1
7.30879407
8.79324564
6.12536181
8.96032056


HSPD1
12.826896
13.146626
14.008791
12.6370845


DLG1
12.6482744
11.254757
9.74998672
9.31295101


KIT
4.06608919
7.30003218
8.02392065
3.26603689


TREM1
0.94860085
2.23266076
0
6.32228872


POU2F2
4.21800615
6.83832152
3.35473424
8.9561438


HLA-DRB1
0
0
6.01725384
8.36005695


HLA-DQB1
0
0
6.71493235
3.03210084


IL6
9.68317008
5.88141991
0.87970577
4.07038933


IL6R
5.5649878
6.72519582
6.70334992
13.3556195


IFNL2
#N/A
#N/A
#N/A
#N/A


IFNLR1
2.23572706
0
7.65492239
1.95233357


FFAR2
0
0
0.87970577
6.56056212


OTUD7B
10.456375
10.2458617
9.75978834
10.1929092


FFAR3
0
0
0
2.40871186


PIGR
0
0
2.12432814
9.19768359


RAB17
0
2.23266076
0
5.97223312


PRF1
1.51096192
0
1.422233
3.26603689


GCNT3
1.51096192
0
1.422233
0


C3AR1
2.49313492
0
1.422233
7.92106733


C5AR1
3.36036428
2.23266076
3.09592442
12.7315418


CR1
0
0
0.87970577
0


GPLD1
1.91838623
2.56803211
6.69167374
3.64270157


RASGRP1
4.80115866
6.50795317
7.13226837
4.89384756


PNMA1
9.77605463
9.63264993
9.45803743
9.30970371


IL1F10
#N/A
#N/A
#N/A
#N/A


IL25
0
1.15704371
0
0


IL36RN
1.51096192
0
0
6.82094479


NOTCH1
8.74537181
9.37042587
8.09650433
11.7550294


IL37
0
0
0
0


CCR2
0
0
0
0


IL1A
3.48413813
3.73660488
1.422233
8.76927586


RBPJ
9.902978
11.255483
11.15108
11.6376347


IL2RA
0
0
0.87970577
0


IL1RN
2.71369582
1.79493566
0.87970577
12.5667391


IL36G
0
0
0
3.26603689


HMGB2
11.2593372
11.0248003
11.8668771
8.10548952


IL36A
#N/A
#N/A
#N/A
#N/A


KDM6B
5.21490191
5.42357817
6.53075746
8.20011392


IL36B
0
0
0
5.08915913


IL5RA
0.94860085
1.15704371
0
0


OPRM1
0
0
1.81557543
2.40871186


ELANE
0.94860085
0
0.87970577
8.32170266


BDKRB2
6.52073653
7.93014595
2.37851162
2.40871186


NPFF
#N/A
#N/A
#N/A
#N/A


IL31RA
3.22342255
1.15704371
0
3.46727948


TNF
1.91838623
1.15704371
0
10.4852457


AHCY
10.8768546
10.7428231
11.4500256
10.8477543


EXO1
9.55216954
9.77952239
10.807049
7.04154965


BTN3A2
9.0325417
7.9518675
8.16977471
9.26659917


GNL1
10.0875557
9.81352469
10.0679183
10.8101539


BTN3A3
7.97280751
6.32030415
5.53325185
6.44625623


MYO1G
2.23572706
1.15704371
2.12432814
7.10318288


FOXP3
0
1.15704371
2.37851162
0


JAG1
12.2133199
7.41911748
8.09650433
11.8326606


CD8A
0
0
0.87970577
3.26603689


KDM5D
9.49401552
9.29314974
0
9.38603491


RFTN1
9.37221211
10.242924
7.64291813
11.3120775


TGFB1
8.72021005
9.03281716
6.73782194
10.5475115


UNC13D
2.90496572
1.79493566
3.09592442
7.13298804


BCL6
8.18522234
7.90809234
5.55918587
10.5265873


CXCL13
0
0
0
1.28688115


KLHL6
1.91838623
1.15704371
0
10.1202768


ADAM17
9.74055659
9.32676653
9.33409447
12.8947553


HCK
0.94860085
1.15704371
0.87970577
8.66590436


FUT7
0
0
0
4.82273015


SNAP23
10.2621066
9.70049174
9.24114898
10.6309132


PI4K2A
9.30403183
9.45394963
8.51900715
11.4158579


WAS
1.91838623
0
0
7.94649694


HFE
7.89068988
8.05577048
1.422233
1.95233357


RC3H1
9.99756057
10.2487815
9.95903112
10.3248106


TNFAIP3
9.14072754
8.30108459
6.30451104
10.5349934


PKN1
10.4544638
10.9304269
10.6433782
11.1149656


FOXJ1
1.51096192
0
0
3.46727948


CLEC4G
0
1.79493566
0
0


DUSP22
7.93504715
7.58578881
9.38930867
6.42240122


ZBTB1
10.4226745
9.85252951
8.99528664
10.9029253


TRIL
#N/A
#N/A
#N/A
#N/A


CLC
0
0
0
0


C10orf54
8.45277662
8.1775192
4.61412087
8.49833066


SASH3
0
0
1.81557543
5.83364913


FZD5
6.41498114
5.50430258
8.56768994
7.58563861


TNFSF4
3.7059779
6.63865312
3.35473424
5.14893411


TRAF2
9.12166302
8.42012866
8.44799238
8.60332962


BST2
0
1.79493566
2.592158
10.5279852


ATG5
10.8165997
10.01607
10.0185897
10.9392633


IL10
0
0
0
5.75915583


APOA1
0
0
0
2.7548875


ANGPT1
4.14404637
11.2850091
2.37851162
1.28688115


APOA2
0
0
0
2.40871186


TNFRSF14
1.51096192
6.07852445
0.87970577
8.20716078


WNT5A
11.610522
13.2012847
9.39829478
3.64270157


TRIM6
7.2917693
6.54643149
6.70334992
1.95233357


REG3G
0
0
0
2.7548875


IRAK3
5.10265813
8.20789285
3.23112516
8.65051327


TNIP1
10.8276762
9.9220194
9.17147707
11.0332509


TNIP3
2.49313492
3.59693514
0.87970577
6.06802584


SKAP2
3.36036428
8.60962201
9.20057988
10.1804562


PPP2R3C
8.54874486
8.74432931
8.51573926
10.1071778


IRG1
0
0
0
4.58436125


HLA-G
0
0
0
0


FGR
2.23572706
0
0
11.7326677


CD40
0
5.46434153
3.35473424
7.08799315


KIR2DL1
#N/A
#N/A
#N/A
#N/A


KLK3
0
0
0.87970577
2.40871186


SPINK5
0
1.15704371
0
1.28688115


PGC
0
1.79493566
0
1.95233357


KLK5
0
0
0
0


KLK7
0
0
0
0


DUSP10
8.53075746
8.37260392
6.12536181
10.9115568


IRF1
9.12884499
6.9140861
6.71493235
9.41970742


SAMSN1
0
0
0
4.07038933


TRIM27
10.4799722
10.1363247
10.6961417
10.3895991


ALOX15
0
0
2.7803101
2.7548875


SIRT1
9.93610787
9.25287827
10.268694
9.39221008


IL6ST
13.406322
13.8194297
10.4423008
10.8066866


IL33
0
1.79493566
0
3.46727948


IL1RL1
1.51096192
0
0
1.95233357


IL27RA
8.28720446
7.43978934
7.51633039
8.40356598


ECM1
9.22134544
9.43095427
2.94673086
10.194683


NDFIP1
10.6418531
10.6769884
10.3357923
11.1158955


IFNL1
0.94860085
0
0
1.95233357


CD74
2.90496572
2.23266076
3.57410151
8.97687912


NLRP3
1.91838623
1.15704371
1.422233
11.0042837


IDO1
0
0
0
0


HRG
0
1.15704371
0
3.26603689


CD24
#N/A
#N/A
#N/A
#N/A


PVR
11.4501338
11.5960919
9.07825757
10.0100245


PVRL2
10.1547801
10.0483506
8.82956419
10.6960895


NCR3
0
0
0.87970577
3.26603689


CD226
2.90496572
4.37364821
1.81557543
8.96448527


CRTAM
0
0
0
3.46727948


NLRP6
0
1.15704371
0
3.64270157


GPX1
10.1323198
10.361242
9.8943479
13.6319171


CD28
1.91838623
1.15704371
0
0


ADCYAP1
0
0
0
0


VIMP
9.86619709
9.94386274
9.12670447
10.2704705


CNR1
5.25058267
0
2.7803101
8.90950311


LTA
0
0
0.87970577
5.14893411


CCR7
0.94860085
2.56803211
0
1.28688115


SPNS2
3.22342255
3.98185265
5.55918587
9.19768359


ZP4
#N/A
#N/A
#N/A
#N/A


PTPN6
4.06608919
1.79493566
4.66277517
11.601404


HPX
2.49313492
3.2675358
1.81557543
0


FCER2
0
0
0
5.36562256


HLA-DOB
0.94860085
0
2.592158
3.03210084


CCL14
0
0
0
1.95233357


CCL3
0.94860085
1.15704371
0
12.5426232


HLA-DPB1
0.94860085
4.81403765
6.2890967
1.28688115


PKHD1L1
0
0
1.422233
1.95233357


ACKR2
1.91838623
0
2.12432814
0


HLA-DOA
0
0
7.62461271
0


CCL15
0
2.23266076
0
3.03210084


CCL4
0.94860085
0
0
11.6060674


TNFRSF10C
1.91838623
5.81966818
4.15218342
3.94204526


SP2
5.53636379
5.5428771
6.01725384
5.6395216


LTB
0.94860085
1.15704371
2.37851162
5.36562256


TNFSF12-
#N/A
#N/A
#N/A
#N/A


TNFSF13


HLA-DRA
0
0
2.592158
1.95233357


CRHR1
0.94860085
0
1.81557543
3.03210084


SUSD2
3.48413813
4.09000653
3.09592442
3.26603689


OAS2
2.49313492
3.73660488
1.81557543
8.02020215


C1R
8.24374524
8.89390822
5.79545527
1.28688115


ENPP1
9.99363191
10.5052657
9.78746185
3.46727948


EXOSC9
10.2837135
10.0897418
9.86868368
8.45762712


GPSM3
5.02281165
6.18010807
4.56437817
10.4307243


TNFRSF11B
6.59170933
13.3870965
1.81557543
4.18903382


HLA-DQB2
0
0
0
1.28688115


CXCL12
9.75764002
10.6726375
5.0395771
2.7548875


PTGDR2
1.91838623
2.56803211
3.09592442
3.26603689


CRIP1
2.49313492
1.79493566
1.81557543
3.26603689


TNFSF12
5.14118753
6.25190841
3.09592442
2.40871186


TNFRSF1B
2.71369582
3.73660488
0.87970577
12.6803551


OASL
2.49313492
2.56803211
0.87970577
6.58225491


KIR2DS2
#N/A
#N/A
#N/A
#N/A


KIR2DL3
0
1.15704371
0
0


FCGR3A
0
0
0
3.94204526


HLA-DMB
0.94860085
1.15704371
6.03584382
1.95233357


SMAD6
8.2569163
8.06910063
9.1114487
6.76487159


TNFSF10
5.53636379
1.79493566
0
2.40871186


TNFSF14
0
0
0
8.05961486


FCGR2B
0
0
0
5.79701298


CNIH1
10.0464283
10.7028307
9.90574801
10.350442


IRF8
0
2.23266076
6.83642913
9.20823436


RFX1
6.74926608
6.48816149
7.03408363
6.03672311


CCL3L3
0.94860085
0
0
10.7110044


IL5
0
0
0
0


PRG2
#N/A
#N/A
#N/A
#N/A


IL1R1
9.9711699
10.0143553
4.84247606
11.1518664


TNFRSF10B
10.1676189
11.2201304
9.91079261
10.7134724


HLA-C
10.5404671
11.7838577
11.104009
10.782171


IGHA1
1.51096192
0
0
2.40871186


FCAR
0
0
0
10.0319631


CCL7
0
2.23266076
0
3.64270157


ARHGDIB
4.28762004
7.52911816
1.422233
12.4604201


KIR3DL1
0
0
0
1.28688115


TRIM22
6.65949648
9.88676351
0.87970577
6.26959425


C8B
0
1.79493566
0
1.95233357


TINAGL1
5.25058267
7.75181182
0
3.03210084


ATP6V0A2
9.8431045
9.35149141
9.76676078
9.97953952


ACKR4
1.91838623
8.8288981
2.592158
2.40871186


HLA-DQA1
0.94860085
0
2.7803101
2.40871186


CD164
12.7930099
12.8111378
11.9817778
13.7601035


CCR8
0.94860085
0
0.87970577
0


TNFSF13
3.36036428
3.07038933
4.61412087
3.64270157


IL13
0
0
0
1.95233357


PRELID1
8.87061131
8.71073757
9.104887
8.6244665


PRG4
3.48413813
0
2.592158
2.7548875


CCL3L1
0
0
0
10.8985863


OAS1
2.23572706
0
0
7.84197312


C1QBP
11.8386406
11.5053848
12.9290161
11.5456402


COLEC12
0
8.40968793
8.51900715
3.03210084


ETS1
10.9543636
11.2445303
7.81941273
12.1592754


IL18RAP
0
0
2.12432814
2.40871186


RGS1
3.36036428
0
0
14.408743


CCR6
#N/A
#N/A
#N/A
#N/A


CCL23
0
0
0
3.94204526


RELT
7.52747701
7.18249368
7.33333428
9.34837408


HLA-DMA
3.7059779
4.28466219
4.08236197
3.80012335


XXbac-
#N/A
#N/A
#N/A
#N/A


BPG181M17.5


CTSG
0.94860085
0
0
8.02818235


AIRE
0.94860085
2.23266076
0
2.40871186


CXCL10
0
0
1.422233
4.58436125


GZMH
0
0
0
0


CXCL8
#N/A
#N/A
#N/A
#N/A


VPREB3
0
0
1.81557543
0


CXCL9
0
0
0
0


CD70
9.45073701
1.79493566
3.35473424
7.14771372


PTAFR
3.0721058
2.23266076
3.46858332
3.64270157


DPP8
10.1652965
10.5162417
10.1134296
10.1497725


LST1
0
0
0.87970577
10.4866943


AL928654.7
#N/A
#N/A
#N/A
#N/A


FCGR3B
0
0
0
0


42430
8.07055033
5.94063661
7.348197
5.93875626


CXCL11
0
0
0
3.26603689


CEBPG
11.0118283
9.71326621
9.97955381
10.2347935


CCL18
0
0
0
4.29865832


HRH2
0
0
1.81557543
4.07038933


TNFRSF4
0.94860085
1.15704371
0
4.07038933


VIPR1
0.94860085
1.15704371
4.79960542
4.29865832


HAMP
0
2.56803211
0
3.64270157


OSM
0
0
0.87970577
6.5158575


IGHE
0
0
0
1.28688115


IFI6
6.93545975
8.93445753
7.46931621
11.7799984


OAS3
7.35032044
7.33351318
7.90267659
9.60679383


VAV1
2.23572706
1.15704371
4.88410945
10.3101924


DEFB4B
#N/A
#N/A
#N/A
#N/A


HLA-F
6.91348784
5.61735726
6.58225491
0


CSF3
1.91838623
2.56803211
2.592158
5.59723319


XXbac-
#N/A
#N/A
#N/A
#N/A


BPG246D15.9


TAPBP
11.5164437
10.4337628
8.67228389
11.9341405


HLA-DQA2
0
0
0
0


CCL11
#N/A
#N/A
#N/A
#N/A


NGFR
0.94860085
0
4.51222689
3.94204526


ADGRE5
#N/A
#N/A
#N/A
#N/A


KIR3DS1
#N/A
#N/A
#N/A
#N/A


IGHV3-23
#N/A
#N/A
#N/A
#N/A


CCL16
0
0
0.87970577
0


TNFSF15
0.94860085
1.15704371
1.81557543
9.13637598


IL2RG
0
1.15704371
0.87970577
1.28688115


HLA-DRB3
#N/A
#N/A
#N/A
#N/A


TNFRSF10D
9.67336208
11.3139487
7.86164526
10.8008837


CCR1
0
0
0
9.05297553


ENPP3
0
2.23266076
2.94673086
2.40871186


PTGER4
6.59170933
4.19061486
4.00898878
11.8428532


CD96
1.51096192
1.15704371
1.81557543
0


CNR2
0
0
1.422233
1.28688115


CCL4L2
0
0
0
6.21470767


TNFSF9
8.42193858
3.98185265
6.15946773
7.67962084


P2RY14
0.94860085
0
4.08236197
0


HLA-DPA1
1.91838623
5.24754781
6.20945337
3.64270157


HLA-DRB4
#N/A
#N/A
#N/A
#N/A


CXCL2
5.53636379
3.59693514
0
9.49059019


CD27
0
1.15704371
0
0


TNFRSF10A
5.50716035
6.48816149
6.64400045
8.79749942


BMP6
4.06608919
4.45680615
6.53075746
7.85990745


TNFRSF8
2.49313492
0
2.592158
3.94204526


XCL2
0
0
0
0


MADCAM1
3.0721058
0
2.12432814
2.40871186


CCL22
0
0
1.422233
2.40871186


TNFSF8
0
1.15704371
0
1.95233357


CCL19
0
0
0
0


TNFSF13B
0.94860085
1.79493566
1.422233
4.96208625


RAET1G
3.36036428
3.2675358
3.09592442
2.7548875


FASLG
#N/A
#N/A
#N/A
#N/A


CCL27
#N/A
#N/A
#N/A
#N/A


CHST4
0.94860085
0
4.21878117
0


IL19
0
0
1.81557543
1.28688115


TMIGD2
0
0
0.87970577
2.40871186


SEMA4D
7.07092595
5.88141991
7.83010318
6.70653055


IL20
0
0
0
0


COL4A3BP
9.02231232
9.44122201
8.93966736
9.47027248


CXCL6
7.65892551
4.53543092
2.37851162
7.41388175


OTUD7A
1.91838623
0
5.79545527
3.80012335


IL24
3.0721058
2.23266076
0
11.5947165


CX3CL1
2.90496572
1.15704371
0
1.28688115


TNFRSF1A
10.1034452
10.0399198
7.99101157
9.86195536


CHIA
0
0
0.87970577
4.18903382


PVRL1
6.15845822
7.17022553
8.02392065
6.60377469


PF4V1
#N/A
#N/A
#N/A
#N/A


CCL17
0
0
0
3.03210084


LTB4R
5.75007049
5.50430258
6.85748343
5.72027847


CCL8
0
0
0
3.03210084


MAP4K2
6.96786027
7.85530455
7.070604
7.68964861


IL3
#N/A
#N/A
#N/A
#N/A


FTH1
8.20349484
8.87128923
6.65606727
11.5683409


IL9
0
0
0
0


CCL15-CCL14
#N/A
#N/A
#N/A
#N/A


IFITM2
1.91838623
8.35098337
6.24184018
7.48502423


CCL28
0.94860085
5.9112122
0
6.60377469


ULBP1
5.53636379
5.50430258
6.55673595
4.58436125


GPR65
0
0
0
7.92961349


PRG3
0
0
0
1.28688115


HLA-DRB5
0
0
1.81557543
3.26603689


TNFRSF18
3.36036428
0
1.422233
0


S1PR4
1.51096192
0
0.87970577
3.94204526


ICOS
#N/A
#N/A
#N/A
#N/A


IL15
5.84624257
6.07852445
3.35473424
2.7548875


ULBP3
6.00045077
5.68790052
6.79337571
4.39985467


ULBP2
7.55612282
7.55773173
5.36737107
8.82059384


GZMA
#N/A
#N/A
#N/A
#N/A


CCL13
0
1.79493566
0
0


LCP2
0.94860085
1.15704371
1.422233
10.6018729


CCL25
0.94860085
0
0
0


NRROS
3.48413813
1.15704371
2.37851162
9.65386615


GTPBP1
9.69773213
9.3731044
9.81995552
9.57180952


FCGR1A
0
0
0
7.21897486


MS4A2
0
0
0
1.28688115


CCL5
1.51096192
1.15704371
0
9.60145511


FYB
0
0
0
6.03672311


IK
10.9536945
10.3652945
10.5077847
10.4247017


LY75
0
0
0
4.18903382


TGFBR3
5.69960715
9.16576123
9.49205346
5.97223312


CD40LG
0
0
0.87970577
0


TNFSF11
0
0
0
2.7548875


CXCR5
0
0
0
5.20633065


AZGP1
#N/A
#N/A
#N/A
#N/A


GBP6
0.94860085
0
0.87970577
3.03210084


SBSPON
2.71369582
7.50000529
4.96393645
2.40871186


IGKV1-5
#N/A
#N/A
#N/A
#N/A


IGKV4-1
#N/A
#N/A
#N/A
#N/A


IL18
0.94860085
6.13031315
2.37851162
7.61765112


CHIT1
0
0
0.87970577
6.72628629


SLPI
0
1.15704371
0
6.83920379


GEM
7.96214411
8.24939793
5.24488706
12.5796624


IGKV3-11
#N/A
#N/A
#N/A
#N/A


IGKV5-2
#N/A
#N/A
#N/A
#N/A


TNFRSF9
8.48671437
1.15704371
3.35473424
5.86962469


CSF2
1.51096192
0
0
3.94204526


CMA1
0.94860085
0
0.87970577
1.28688115


MYLPF
2.23572706
2.56803211
2.94673086
4.29865832


SECTM1
2.23572706
5.88141991
0.87970577
3.64270157


XBP1
11.808019
10.8963021
10.0232554
11.1851852


SEMA3C
12.1494201
12.2398252
8.66035251
8.88340699


CCR10
1.51096192
3.07038933
3.23112516
0


CST7
1.51096192
2.23266076
1.81557543
0


OPRD1
0.94860085
1.15704371
3.09592442
0


IL1R2
0.94860085
2.23266076
2.12432814
5.50906239


SERPINB9
8.46797229
7.68425771
1.422233
3.03210084


ILF2
12.7860225
11.9445693
12.920297
13.2302982


CCL1
0
0
0
5.20633065


CCR5
0.94860085
0
0
2.7548875


ITGAD
0
0
0
3.64270157


C8A
#N/A
#N/A
#N/A
#N/A


PXDN
12.2761273
13.2497549
9.57535015
3.64270157


SEMA7A
9.66844183
11.4581144
5.5068431
11.9876904


EDA
0
1.79493566
6.55673595
2.40871186


IL10RB
8.7822775
8.30108459
6.84699469
10.8678579


RP11-872D17.8
0
2.23266076
0
0


PDCD1LG2
9.33335664
10.8284697
0
4.82273015


IL21
0
0
0
1.28688115


CXCL14
2.71369582
3.4409522
3.67242534
3.26603689


IGKV1D-16
#N/A
#N/A
#N/A
#N/A


IL16
1.51096192
0
3.35473424
3.03210084


CR2
0
1.15704371
5.21256934
0


IFITM3
8.6013251
9.72171443
5.27649667
7.58563861


SH2D6
0
0
2.7803101
0


THBS1
16.0025212
17.3912186
3.76447355
11.068429


IKBKAP
10.4892961
10.6953414
11.3111409
10.0240177


CTSW
3.98458935
1.79493566
1.422233
5.20633065


IGSF6
0
1.15704371
2.592158
7.68964861


CCR9
0
1.79493566
2.12432814
1.95233357


CXCL1
7.46825747
6.448075
0.87970577
9.21171798


TENM1
0
1.15704371
3.8509994
0


CCL26
3.98458935
2.56803211
0
1.95233357


PNP
9.40215937
9.24996673
9.71440008
11.955174


GBP2
9.4314976
5.78790256
1.81557543
5.36562256


CD276
10.3931545
10.5757283
10.0474784
12.5067439


APLN
3.48413813
2.23266076
2.7803101
1.28688115


CCL2
9.46403515
9.54726087
2.37851162
5.02724254


AQP9
0
0
0
4.39985467


LTBR
0
10.4929748
3.8509994
9.87967514


CCL24
0
0
0
6.68664059


CCL20
2.49313492
0
0
13.1916068


CCL21
0
1.15704371
1.422233
3.46727948


NCF4
0
0
0
9.24284065


TNFRSF25
5.35226417
5.29351763
4.66277517
4.39985467


IGLL1
0
0
0
0


C1QC
0
0
0
7.31324585


LIF
9.62170392
5.78790256
1.81557543
7.31324585


FAS
6.6055536
10.3853771
4.61412087
3.26603689


RAET1L
0
0
0
0


PRKRA
9.30827076
9.37577797
9.2806084
8.96448527


ADAMDEC1
1.51096192
0
0
11.9399538


IL1RAP
9.29980329
7.24241196
6.90869284
8.90517638


TNFRSF6B
#N/A
#N/A
#N/A
#N/A


IL18R1
2.49313492
1.79493566
6.50430258
5.93875626


NFIL3
8.60477559
8.22583404
7.27974985
10.4910213


ENPP2
7.53465306
10.4843094
5.36737107
1.95233357


PROCR
6.96786027
7.90068571
7.59983848
7.53060142


ENDOU
0.94860085
1.15704371
3.09592442
0


DEFB4A
#N/A
#N/A
#N/A
#N/A


VTN
1.51096192
3.2675358
2.7803101
0


SAMHD1
9.32086823
9.28745844
10.3386027
11.3193955


PF4
0
0
0.87970577
1.28688115


CD274
8.06058786
9.99356115
2.592158
5.41515021


PPBP
0
0
0
7.05723364


CXCL5
7.2917693
4.09000653
0.87970577
6.37312616


KAAG1
0
0
1.422233
0


CFP
3.0721058
1.79493566
1.81557543
4.82273015


IRAK1BP1
6.08172309
5.8509994
7.07948478
5.20633065


IGF1R
9.87762157
10.8991001
11.5052062
5.14893411


BPI
0
2.83995959
0
2.40871186


SMAD3
11.1257041
9.53772316
9.02812708
6.62497818


CXCL3
4.53853816
3.2675358
2.12432814
10.5377814


CLNK
#N/A
#N/A
#N/A
#N/A


IL17A
0.94860085
0
0.87970577
1.28688115


IL26
#N/A
#N/A
#N/A
#N/A


CYP11B1
0
0
0.87970577
2.40871186


CMKLR1
0
0
0
6.42240122


IL17B
0
0
0.87970577
3.64270157


TCF12
10.6560047
11.2569399
9.82129566
12.0510968


FCGRT
6.1771205
9.32952728
7.64889681
12.8887547


VPREB1
0
0
0
0


CCR4
#N/A
#N/A
#N/A
#N/A


IL4R
9.72325137
9.29879576
7.37033868
10.6098528


TNFAIP1
9.49030939
10.1204323
9.39289696
9.18705509


ZEB1
10.1358888
11.1615413
9.80245174
10.9560567


IL32
8.82416321
3.98185265
1.81557543
3.46727948


TCF7
6.23150921
5.8509994
7.85118684
5.41515021


CEBPB
9.8269933
9.25287827
7.41362793
11.5697085


MBP
7.49817107
4.37364821
6.25776497
12.2737869


CYSLTR2
0
0
0
3.80012335


OPRK1
0
1.15704371
4.56437817
0


BMPR1A
10.4275433
10.2251954
9.66604643
8.29558529


CEACAM8
0
1.15704371
0
0


CIITA
3.80426012
2.23266076
3.35473424
2.7548875


IL7
4.59514557
4.68144927
2.592158
1.95233357


TINAG
0
0
0
0


IL22
0
0
0
2.40871186


C1QB
0
0
0
3.26603689


CFD
3.0721058
1.79493566
6.01725384
10.889869


IGHG1
0
1.79493566
0.87970577
0


CFB
4.06608919
3.2675358
4.21878117
3.46727948


C2
1.51096192
1.15704371
2.37851162
4.39985467


C1QA
0
0
0
9.13267965


RGCC
2.23572706
4.74899785
4.96393645
13.901179


C7
0
0
0
0


IGHG4
0
0
0
1.28688115


C4B
0.94860085
1.79493566
0
3.64270157


C4A
2.49313492
0
2.592158
1.95233357


CLU
6.74926608
7.79246496
9.73159057
3.03210084


CFH
5.14118753
9.93116594
0.87970577
1.95233357


C5
7.56323441
7.38758657
3.23112516
5.46270675


IGHG2
#N/A
#N/A
#N/A
#N/A


C4B_2
#N/A
#N/A
#N/A
#N/A


CFHR1
0
1.15704371
1.81557543
1.28688115


C1S
8.85046816
10.8459683
4.66277517
3.26603689


C9
0.94860085
1.15704371
0
3.46727948


C8G
2.90496572
2.23266076
3.09592442
4.39985467


CFHR5
#N/A
#N/A
#N/A
#N/A


VSIG4
0
0
0
4.58436125


SUSD4
5.17871464
4.37364821
6.22573765
1.28688115


C4BPB
0
0
0
2.40871186


IGHV3OR16-9
#N/A
#N/A
#N/A
#N/A


CFI
4.89384756
3.07038933
0.87970577
2.40871186


C4BPA
0
0
0
1.28688115


CD55
10.0131691
9.17809214
8.76980479
9.23599027


IGLL5
#N/A
#N/A
#N/A
#N/A


C1RL
7.04078287
7.83983365
5.11103131
4.49505553


ST6GAL1
6.68565988
5.04701482
7.40650266
10.0633007


SH2D1A
#N/A
#N/A
#N/A
#N/A


PDCD1
0
1.15704371
1.422233
0


LY86
0
0
0
7.80535695


YTHDF2
10.8364765
10.607996
10.8331668
10.7048028


CD83
7.2917693
5.9112122
7.24830712
11.9753894


BLNK
0
0
0.87970577
3.03210084


TREM2
2.23572706
1.15704371
0
12.3081172


GPI
11.7466991
11.3132459
11.913125
11.3750829


MNX1
0.94860085
0
7.86684618
3.26603689


BST1
8.95384723
7.80844941
2.37851162
7.96318509


POU2AF1
0
0
0
3.46727948


BCL2
7.951343
6.10454634
7.7977912
10.1893675


TRAF3IP2
8.76085299
8.63669712
6.55673595
8.52109001


PAX5
0
0
2.94673086
3.94204526


MS4A1
0
0
0
2.7548875


EBI3
4.21800615
2.83995959
1.422233
8.91808803


DEFB103B
#N/A
#N/A
#N/A
#N/A


DEFB103A
#N/A
#N/A
#N/A
#N/A


GAS6
11.0157077
13.0965307
5.97933945
6.58225491


TGFB3
6.41498114
5.04701482
6.20945337
9.82359016


TGFB2
10.7994435
8.08884123
3.93168306
5.68060567


CUEDC2
9.05283972
9.17809214
8.6270596
9.35155766


IGHD
#N/A
#N/A
#N/A
#N/A


IL13RA2
0
7.54828248
0
6.21470767


INPP5D
1.91838623
3.4409522
1.422233
10.5571669


SLA2
0.94860085
0
0.87970577
3.26603689


DEFA4
#N/A
#N/A
#N/A
#N/A


CST9
0
0
0
0


AZU1
0
0
0.87970577
9.92088874


VIP
0
0
0
0


ADM
9.6301579
11.6819719
6.55673595
8.75495429


SEMG2
0
0
0
0


ANG
4.14404637
4.45680615
3.35473424
2.40871186


DEFA6
#N/A
#N/A
#N/A
#N/A


APP
12.8625192
13.6372373
11.6444422
11.3617519


TAC1
0
1.15704371
2.592158
1.28688115


NPY
0
0
0
4.07038933


RNASE7
0.94860085
0
0
0


DEFA5
#N/A
#N/A
#N/A
#N/A


PLA2G6
5.28540222
5.38162947
5.83844759
6.03672311


SEMG1
0
0
0
0


CALCA
0.94860085
0
0
3.03210084


BPIFA1
#N/A
#N/A
#N/A
#N/A


PR0S1
9.32294213
7.79246496
8.64835758
9.22216698


CHGA
0
1.79493566
3.35473424
4.39985467


HMOX1
8.2699682
9.69620252
10.2459448
12.5622901


NR4A3
2.71369582
5.099716
5.27649667
7.33904828


LGALS9
0.94860085
2.23266076
2.94673086
9.77945673


CD300A
0
0
0.87970577
8.83428142


FER
9.93884446
10.5319467
9.55618031
9.05297553


GFI1
4.64961546
2.23266076
6.63183185
9.00537192


NFKBIL1
7.25729355
7.04111154
7.27192984
8.75495429


TYRO3
8.90728127
9.29029538
9.14391886
7.33904828


ARRB2
6.91348784
6.448075
9.4886837
11.0519226


LGR4
10.821774
9.83899902
10.9601251
6.34801991


CACTIN
8.98848588
8.6676438
8.32129678
8.74533819


IRF4
0.94860085
2.23266076
3.09592442
3.64270157


NLRP2P
#N/A
#N/A
#N/A
#N/A


PIK3AP1
1.51096192
2.83995959
7.24031433
11.0856982


CYBA
9.53964351
10.0766286
8.5929802
12.8387017


UBQLN1
12.0285415
12.0046769
10.7659325
11.577188


FLOT1
10.2368394
10.7386665
9.47173617
10.6835386


WDFY1
10.734227
11.3313089
9.88028758
11.0253195


CAV1
12.8010879
13.8381344
7.11488753
10.6151422


PTPN22
5.95814667
3.59693514
1.81557543
6.64573048


S100A14
0
1.15704371
0
2.7548875


NR1D1
5.06350294
6.29792505
4.66277517
3.46727948


DAB2IP
7.20388631
9.24410215
8.7361313
4.58436125


RAB7B
#N/A
#N/A
#N/A
#N/A


NR1H3
5.69960715
5.68790052
6.58225491
7.3262497


RSAD2
0
1.15704371
0
6.58225491


MX1
5.86937792
5.38162947
2.94673086
2.40871186


ISG15
7.11977116
8.56807012
5.30742853
9.49920809


TRIM56
9.11444511
8.95968323
7.41362793
9.19414124


SP100
9.69449719
10.3018848
2.94673086
10.1750879


MEFV
1.51096192
0
0
7.33904828


TRIM21
7.71726515
7.98031098
7.070604
9.51629099


GCH1
7.78555055
4.87578006
8.37695017
8.73562372


UBD
#N/A
#N/A
#N/A
#N/A


CXCL16
3.0721058
3.4409522
6.65606727
7.00977264


SNCA
4.53853816
2.83995959
7.73667252
0


CALCOCO2
9.88612332
10.5089337
9.95415268
10.5488893


CYP27B1
3.89724043
4.37364821
4.84247606
6.12845838


IFITM1
2.23572706
7.24241196
3.76447355
3.03210084


KYNU
0
2.56803211
2.37851162
10.9539709


CITED1
3.0721058
1.15704371
5.58466191
0


SEC61A1
13.0285277
13.3817728
11.7865719
12.7032266


SLC30A8
0
1.15704371
0.87970577
1.28688115


ADAMTS13
4.89384756
4.68144927
6.19298317
3.80012335


DNAJA3
10.516025
10.3004784
10.4783854
10.6256815


ADAM8
4.70154906
5.29351763
4.88410945
6.80258099


FGF7
1.91838623
8.84830996
1.81557543
3.26603689


FGF17
0
0
1.81557543
3.03210084


FGF20
0
1.15704371
1.81557543
0


PEBP1
11.7032547
11.8879669
11.8073267
10.7880494


RICTOR
9.62846377
10.3773841
9.83991236
11.3990749


GSK3B
10.5636253
11.0162372
10.2095996
10.280504


FGF16
#N/A
#N/A
#N/A
#N/A


CD80
0.94860085
0
1.81557543
1.95233357


FRS2
9.28701972
9.59633886
9.25507579
8.52109001


RASAL3
0
1.15704371
0.87970577
5.46270675


SHC2
1.51096192
5.099716
5.07553263
6.70653055


NRG2
3.36036428
1.79493566
5.14567746
3.03210084


FRS3
3.80426012
4.9349882
5.30742853
5.36562256


CUL3
10.390169
10.736588
10.7135498
10.4262123


VAV2
8.49785184
9.00539999
7.33333428
6.42240122


RPS6KB2
8.90728127
8.91984656
8.68411741
9.46734062


FGF5
5.5649878
11.3484681
3.76447355
0


LAMTOR2
8.92389197
8.30108459
8.6453342
10.5010609


FOXO4
7.61867915
6.65635335
8.50243404
7.47346224


GRB2
10.0615197
10.4195494
10.0656585
11.6774158


TEK
1.91838623
7.37695017
2.7803101
0


MAP2K2
11.0285623
10.6136882
10.3395383
10.6005355


FGFR3
6.15845822
5.04701482
8.49908847
3.64270157


MTOR
11.6654736
11.0718377
11.9370942
10.6098528


PHLPP2
10.2522751
9.67678573
9.15668987
7.90388185


CDKN1B
10.1346958
9.81747937
9.60984359
8.14261766


RASGRF1
2.23572706
3.2675358
1.81557543
5.72027847


FOXO1
4.89384756
7.05452292
9.098269
6.39797405


GRIN2A
6.96786027
0
1.81557543
0


RASA1
11.004691
11.0510254
9.17357721
12.131828


SPTBN5
5.67355642
3.59693514
3.8509994
7.75828985


NEFL
0
4.9349882
10.6181836
1.95233357


GAB2
5.77478706
8.97036478
6.63183185
9.73150572


AKT1S1
9.32712595
9.06307145
8.80542145
8.98507343


PHLPP1
9.12884499
8.25526467
8.80271022
8.84784036


SPTBN2
7.69167374
5.5428771
10.1733648
5.59723319


GAB1
7.02036885
7.68425771
9.38750041
5.31433399


PDGFB
5.44724857
1.15704371
2.37851162
6.68664059


RASA4
6.12060077
5.81966818
5.21256934
7.59633886


PDGFA
7.26594316
7.66682759
5.27649667
12.983423


RAPGEF2
9.08273452
10.333938
10.4630339
9.05688153


TNRC6B
10.2009476
11.0618842
10.8503197
9.85302879


KSR1
4.59514557
6.60243906
7.57470705
6.12845838


RASA3
8.99112498
10.6406788
7.40650266
12.5166825


GSK3A
8.53438071
7.83206719
7.80322704
8.58725246


SYNGAP1
6.46123386
6.82273015
6.58225491
6.42240122


FGFR4
1.91838623
2.56803211
7.57470705
5.08915913


EGFR
10.5993922
12.0393201
8.0606419
4.66789213


TRIB3
8.19893609
8.25526467
7.62461271
9.85525783


AGO4
8.51258246
8.14644139
8.78907713
9.13637598


LAMTOR3
8.58402294
9.43866712
9.32469811
10.1479426


PAQR3
9.2805852
9.49890903
10.1079624
8.78816366


RASGRF2
3.89724043
8.28974227
7.13226837
5.02724254


PTPRA
9.53243385
9.95644876
9.77231457
9.61474665


MDM2
10.3640252
12.0899768
11.3445789
10.4953354


BRAF
8.75157753
9.43866712
9.74716918
9.45852965


RASA2
9.94156119
10.229648
8.64230446
9.92088874


IL17RD
6.56376828
4.81403765
7.9572762
4.82273015


PIK3R1
8.2125207
10.6148203
8.55485741
10.194683


ACTN2
0
0
5.30742853
3.26603689


FGF1
7.64565843
9.63711389
0
3.26603689


FGFR2
9.99494737
0
9.26101359
0


AGO1
10.4148649
10.1268077
11.1842369
9.93153533


PTK2
10.7660568
10.8206178
10.8542451
9.54430764


CAMK2D
8.82416321
11.7989132
9.57216966
11.0577684


AGO3
9.56985561
9.4840777
9.73159057
9.42273759


GRAP2
2.23572706
0
0.87970577
3.26603689


FGF19
0
0
0
1.28688115


EREG
2.71369582
9.78357124
1.422233
1.28688115


GRIN2C
2.90496572
3.59693514
4.00898878
3.64270157


GRIN2B
1.51096192
0
3.57410151
1.28688115


FGF23
0
0
2.37851162
0


ERBB3
2.71369582
4.74899785
7.39934202
3.64270157


CASP9
6.98913901
6.58406053
7.43471162
7.78672704


NF1
9.82553125
11.5078293
11.87399
11.1527792


BRAP
9.21235047
9.24117282
9.19231748
9.48769937


JAK1
12.3980569
12.1456074
10.6792602
10.8689691


FGF6
#N/A
#N/A
#N/A
#N/A


BTC
0
0
0
3.46727948


CDKN1A
8.98584194
12.6152664
6.22573765
15.0672528


CSF2RA
#N/A
#N/A
#N/A
#N/A


KBTBD7
7.26594316
7.21878117
8.44107674
6.76487159


MAPKAP1
11.5250901
11.2334879
10.3064605
11.0999329


RASAL1
0
0
3.46858332
3.26603689


YWHAB
12.0896325
12.5520999
11.915323
12.5457464


PDGFRB
9.06037169
11.0392412
1.422233
5.31433399


EGF
5.67355642
6.67383906
4.924575
0


FGFR1
10.734227
11.7283202
9.20057988
9.918744


CAMK2B
3.22342255
3.73660488
4.88410945
6.00495076


FGF9
2.23572706
2.23266076
5.33771109
4.7473874


AKAP9
11.3170734
11.3354462
10.7749435
10.1929092


IL3RA
#N/A
#N/A
#N/A
#N/A


NRG4
3.98458935
3.73660488
6.24184018
3.46727948


RASGEF1A
2.23572706
2.23266076
7.39934202
4.18903382


PDGFRA
3.89724043
10.7542027
5.55918587
6.80258099


PIK3R2
0
0
0
2.7548875


AGO2
8.48300958
9.85637884
10.265744
12.7927049


SPTA1
0
0
0
1.95233357


MARK3
10.6326227
10.6091418
10.3636311
11.230747


DUSP5
8.23491321
10.1582815
7.08841725
12.6657578


DLG4
8.01992426
8.13386145
5.96000193
8.60332962


AKT1
11.0285623
11.3980863
9.78608989
10.5681366


IRS2
8.65538761
9.26451297
8.04242547
11.2948505


THEM4
7.72996056
7.44997399
8.34753279
8.65563805


LCK
0
0
0
0


IRS1
8.9565504
11.0915346
7.17472599
5.93875626


SPTBN1
12.9891106
13.4034408
12.5959544
10.9623032


FGF4
0
0
0
0


IL2RB
2.23572706
2.23266076
1.81557543
0


FGF3
0
0
0
0


DUSP9
1.91838623
2.56803211
7.78135971
5.55397481


SPTBN4
3.7059779
4.45680615
6.37903173
3.46727948


PLCG1
9.71849863
10.1981995
10.0645272
7.41388175


RBX1
9.24797497
8.63669712
8.93966736
9.02541645


MOV10
9.10231694
8.87887858
9.12887076
9.60412694


FGF2
10.7896559
13.7888386
8.13576058
7.92106733


ERBB2
9.18962692
9.92386227
9.44594598
3.46727948


RAC1
11.475242
11.417726
10.433575
10.2671144


WDR83
5.5649878
5.33842442
6.12536181
5.26115467


BAD
8.51625158
8.31233844
7.61845892
8.24863919


MLST8
8.56292926
8.08884123
9.50211575
8.66590436


RASAL2
10.8553591
10.4273233
9.28255564
10.9612688


CAMK2G
9.09745278
9.36503196
9.34717842
7.97148608


SPRED1
9.82257083
11.2349671
8.49908847
10.8533641


CD19
0
0
4.34340782
3.46727948


SHC3
2.23572706
6.46825747
3.09592442
5.50906239


NRG1
9.67828322
10.0881124
3.93168306
11.5940493


CSF2RB
0
2.56803211
1.422233
8.69620252


PTPN11
12.452267
12.7138784
12.2660955
11.8246843


KLB
3.0721058
4.61058196
5.55918587
3.94204526


TNRC6A
10.5233071
10.6910456
10.3414076
8.92662216


RASGRP4
1.91838623
1.15704371
1.81557543
2.7548875


SPTAN1
13.0493381
13.1976928
12.0691678
11.7574234


FOXO3
9.61829373
10.0930081
10.2881855
10.8843995


HBEGF
9.35801377
8.49597491
6.86777294
12.6686258


SOS1
8.66530038
9.71748794
9.79292041
8.75975506


PPP5C
10.3374101
10.0195073
10.4247962
9.6383454


SPTB
4.21800615
6.13031315
8.00517539
3.80012335


FGF8
0.94860085
0
0
1.95233357


PTEN
11.1352476
11.237915
10.5511891
9.86418615


VAV3
3.59931779
1.15704371
7.37764436
13.433562


ARAF
9.27195318
8.94892201
9.06926178
8.87458182


NCAM1
1.51096192
4.87578006
8.71035875
11.8074395


FGF22
0.94860085
2.23266076
2.37851162
1.95233357


ERBB4
0.94860085
0
6.668034
5.02724254


TSC2
10.1477264
9.88487261
10.4265478
9.74121416


PEA15
11.8415565
12.568006
9.1114487
12.5650283


GRIN1
2.23572706
2.23266076
2.37851162
4.07038933


RASGRP3
2.23572706
4.74899785
4.21878117
10.8600705


PRKCQ
1.91838623
1.15704371
7.54256761
4.49505553


SHC1
11.3044426
11.8657371
8.53869335
10.8556082


GRIN2D
2.49313492
5.15055968
5.11103131
7.87768291


KL
3.0721058
0
0
3.64270157


TNRC6C
6.87982827
8.85602083
8.49908847
6.76487159


CAMK2A
4.48026512
3.59693514
0.87970577
6.34801991


NR4A1
3.36036428
6.20457114
6.80426012
3.26603689


FGF10
0
1.15704371
1.422233
1.28688115


FGF18
3.36036428
1.15704371
2.592158
3.46727948


KITLG
11.3816349
12.200304
9.21693982
10.0748773


BRK1
10.8632803
10.6395668
9.96751448
11.7241131


FCGR2A
0.94860085
0
0.87970577
7.26011977


ARPC1A
11.4094281
11.1380542
10.3718746
10.1858046


MYO1C
12.3274965
12.7106988
9.70863559
10.6683355


MYO10
10.0714892
12.7450482
10.5308745
12.2883643


NCK1
8.94573644
9.06971828
8.43758564
9.83951875


PLPP4
#N/A
#N/A
#N/A
#N/A


NCKIPSD
7.77333705
8.03556893
8.68116812
9.53595573


ARPC1B
10.7529409
10.6910456
7.52293456
12.0559704


CFL1
13.9592802
13.6097536
11.9441776
13.4709181


ELMO2
8.90728127
9.37042587
8.89714965
11.6830999


HSP90AA1
14.279073
14.2484939
14.6492871
14.1134581


CYFIP2
3.48413813
8.03556893
9.97835296
4.39985467


CRK
11.7028523
11.8931195
10.8555537
11.6140242


CDC42
12.6557521
12.5990155
11.8944881
13.0138147


ACTR3
13.3344912
13.701405
11.7109528
14.4603189


ARPC2
12.6139207
12.9335136
10.6350288
13.7968326


ELMO1
0.94860085
0
5.24488706
6.72628629


CD3G
0
0
0
0


ABI1
10.2642784
9.96892594
9.18816846
11.4941156


ARPC5
13.3230562
12.9068944
10.4944156
13.2129401


WASF2
10.5287471
10.2132622
9.85698569
10.412591


HSP90AB1
14.1016811
14.071661
14.7075921
14.9602617


DOCK1
10.8016922
11.043458
10.0825083
0


ARPC4
10.7056929
10.9185279
8.63926835
12.5619466


BAIAP2
8.85337194
8.03556893
7.80322704
9.88626053


CD247
1.91838623
0
0
0


ACTR2
11.8909748
13.0225707
11.6519845
13.1631921


WASL
9.61829373
9.70689312
8.98575657
8.26893961


WIPF3
2.49313492
2.83995959
5.42458623
3.03210084


WIPF1
6.41498114
8.92718536
7.05245937
9.22216698


ACTG1
15.8482085
16.4399607
14.5365478
15.7377419


WIPF2
9.28701972
9.47660446
9.113638
9.50491828


PLD2
7.37469175
7.31124879
7.62461271
7.88642821


ARPC3
11.1883539
11.0417755
10.319785
12.2514321


LIMK1
9.49215363
10.4554608
7.91778976
10.9286738


MYH2
0
1.15704371
0
0


YES1
11.2467406
10.9083851
10.2147077
9.40143421


ACTB
16.207816
16.5133911
13.9956603
15.7744085


NCKAP1
12.5558186
12.934651
11.9367852
9.07620099


CYFIP1
11.2262376
11.6770898
10.7477398
13.3855618


NCKAP1L
2.49313492
1.15704371
0.87970577
12.8173235


DDX58
8.49785184
8.61871585
7.05245937
8.41578401


IFIH1
6.10118782
4.68144927
6.2890967
8.77402928


LSM14A
10.6190828
10.4038855
10.5688302
10.6164661


TSPAN6
8.47175649
8.80125568
11.0587629
6.99356115


TKFC
#N/A
#N/A
#N/A
#N/A


DHX58
3.89724043
5.9692426
3.57410151
6.96069704


NLRX1
7.11019618
7.8242587
8.33632803
8.34739991


IL18BP
5.28540222
5.46434153
5.39643353
5.50906239


RORC
0
0
0.87970577
2.40871186


ATP7A
8.65867564
9.23232498
9.30569698
9.54708732


TUBB
14.292661
14.2343504
13.861718
12.7097387


GZMB
0
0
0
5.6395216


CLEC2A
#N/A
#N/A
#N/A
#N/A


LYST
9.96181141
10.1981995
8.7753469
13.2504332


SLAMF7
0.94860085
0
0
10.082535


PRDX1
13.0130836
12.705114
13.3457919
12.8387017


TUBB4B
12.5507035
12.8332439
11.8522174
11.7460062


NCR1
0
0
0
3.80012335


PIK3R6
0
0
0
3.94204526


SERPINB4
2.23572706
1.79493566
0
3.80012335


CADM1
6.02125762
8.92350577
11.1462823
9.32916846


SPON2
2.23572706
8.06242397
3.93168306
3.03210084


S100A13
8.99112498
9.49151242
7.7868577
6.60377469


MILR1
0
1.79493566
0
8.73562372


CPLX2
1.51096192
0
2.94673086
2.40871186


PLA2G3
2.71369582
1.15704371
1.81557543
0


MRGPRX2
0
0
0
0


GATA2
8.09032418
10.3598923
8.96895473
4.7473874


FES
2.71369582
6.80696843
4.34340782
6.8750428


STXBP2
3.0721058
5.65306002
5.99842119
9.09905845


C12orf4
9.93747681
9.87164347
9.74716918
9.24968236


RAC2
4.41886458
4.99186193
0.87970577
10.9350398


CD84
0
1.15704371
0
8.10548952


RABGEF1
5.5649878
4.28466219
3.8509994
5.46270675


FOXF1
0
8.9050861
4.56437817
5.55397481


ADORA2B
8.5198721
5.99729241
8.6085875
8.86573327


VAMP7
#N/A
#N/A
#N/A
#N/A


VAMP2
5.53636379
5.24754781
6.43612852
5.83364913


STX4
8.6218321
8.92350577
8.14435234
10.5681366


STXBP3
10.1155509
10.1379005
9.74998672
11.5539364


ANXA3
9.54859075
7.02746372
6.92872562
1.28688115


PRAM1
2.23572706
1.79493566
1.422233
3.26603689


ABR
11.0832001
10.3800497
9.54810905
12.4011062


BCR
9.3681572
10.0600609
10.603478
9.91445988


RAB27A
8.2569163
7.60421962
6.0902183
7.11821435


CORO1A
3.59931779
5.46434153
5.58466191
12.2222304


KLRF2
0
0
0.87970577
0


LAMP1
12.2836556
12.5906759
11.1648567
12.3938087


AP1G1
12.0285415
11.3388812
11.3749797
11.4143417


LEXM
#N/A
#N/A
#N/A
#N/A


LEF1
5.38474059
3.07038933
8.05609576
1.28688115


BATF
0
0
0
7.13298804


DEFB125
#N/A
#N/A
#N/A
#N/A


KIR2DS4
0
0
0
0


DEFB126
#N/A
#N/A
#N/A
#N/A


DEFB127
0
0
0
2.40871186


NLRP2
0
0
0.87970577
0


DEFB128
0
0
0
1.95233357


DEFB129
#N/A
#N/A
#N/A
#N/A


TNK1
4.64961546
3.86393845
2.7803101
4.89384756


TREML1
0
0
0
5.93875626


CRISP3
#N/A
#N/A
#N/A
#N/A


CD300E
0
0
0
1.28688115


DEFB110
0
0
0
0


TBKBP1
5.82273015
7.32237887
8.47549026
8.54345722


AGER
4.70154906
2.56803211
3.67242534
4.96208625


DEFB112
#N/A
#N/A
#N/A
#N/A


PDE1A
2.23572706
4.68144927
2.12432814
0


LCN2
0
0
0
1.95233357


PRSS2
#N/A
#N/A
#N/A
#N/A


DEFB132
#N/A
#N/A
#N/A
#N/A


PRKCA
10.3951378
10.8255313
9.25507579
9.8949996


TRIM15
0
0
1.422233
1.95233357


NLRP4
0
0
0
0


XRCC5
13.4627157
13.415376
13.299115
13.1233293


UBA7
6.08172309
6.94333532
2.12432814
8.45174687


IPO7
12.278281
12.9464165
12.4805933
12.4407939


ADCY7
6.52073653
7.90809234
6.0902183
8.20011392


TRIM26
9.5768811
9.33505533
9.21693982
9.04908617


DDOST
12.5480247
11.977584
11.5494959
12.5071009


CAPZA2
12.0926977
12.0287176
10.7314548
12.7724053


PDE1B
0
0
5.4799419
9.23943146


PRKD1
7.69807954
9.3542053
7.60607203
0


ANKHD1
5.31903982
5.099716
6.19298317
5.36562256


SIRT2
9.34777637
9.07961811
8.66334462
10.7035662


PYDC2
#N/A
#N/A
#N/A
#N/A


POLR3F
8.68814538
9.06638524
8.72471848
7.80535695


ARHGEF2
11.2155937
10.4414607
9.44941693
13.4721958


MID2
5.47767733
7.44997399
7.70804925
4.58436125


RNF135
6.64616266
7.50000529
7.80322704
9.20823436


S100A7
0
0
0
0


ADAM15
10.0247657
10.1252197
9.20057988
10.2157514


POLR3E
9.72956976
9.40494994
10.2055
9.47901224


LILRA5
0
0
0
1.28688115


POLR2K
9.92102268
9.39175913
9.26692706
10.199979


DEFB116
#N/A
#N/A
#N/A
#N/A


IFIT5
9.48844271
10.1410598
8.86114896
7.2465981


DEFB115
0
0
0
0


IFNL3
#N/A
#N/A
#N/A
#N/A


UBE2L6
8.17137698
7.87054967
6.59484709
8.12789118


OTULIN
#N/A
#N/A
#N/A
#N/A


CYBB
0.94860085
0
3.8509994
11.1140286


DTX4
0.94860085
5.65306002
5.63430284
8.89214813


IRGM
1.91838623
2.56803211
0
2.40871186


HERC5
4.84799691
3.59693514
9.2451486
5.90472493


TRIM11
8.79135827
8.68502907
8.9173124
8.96448527


AXL
13.0707868
13.6396087
3.67242534
6.29609026


APOL1
2.71369582
3.07038933
0
6.39797405


S100A9
0.94860085
1.15704371
0
10.8800044


EIF2AK2
9.78821261
10.8087712
10.7221757
9.90151557


S100A12
0
0
0
5.20633065


ZBP1
0
0
1.422233
0


APOBEC3A
0
0
0.87970577
0


APOBEC3H
0
0
0
0


DEFB131
0
0
1.422233
0


XRCC6
13.6841591
12.9627749
13.7641625
13.0925722


HMGB3
10.2077465
9.75503778
10.1079624
8.59260653


SIGLEC14
0
0
0
0


TRIM8
10.1107182
10.1906025
8.63926835
11.0173443


POLR2L
10.1203545
10.7695651
9.65408104
10.1750879


CASP10
2.23572706
4.53543092
7.27192984
8.12044526


ADCY8
1.51096192
0
0
10.2105131


BPIFB3
0
0
0.87970577
2.40871186


TRIM28
12.836798
12.3199402
12.6263319
11.4955503


TRIM35
8.69463647
8.97036478
8.4093485
8.99729241


NCF2
3.98458935
5.46434153
2.12432814
9.03729985


POLR2E
10.7467326
10.3933368
10.6976018
10.5279852


ADCY3
7.70452619
9.86785014
8.83222546
10.2518966


TOLLIP
8.9565504
9.23529626
7.94263179
10.5082008


CD300LB
0.94860085
0
0
7.27360913


PADI4
1.51096192
1.15704371
0
0


LRRFIP1
10.0752117
10.7480083
9.33035672
10.7584398


TRIM31
1.51096192
1.79493566
0
2.7548875


TRIM32
9.50509698
9.60093501
8.5961152
5.41515021


DEFB118
0
0
0
0


RNF216
10.6992688
10.3380678
10.0474784
9.81440622


NAIP
4.89384756
4.28466219
4.08236197
4.7473874


ATG12
10.3435966
10.3747026
9.45631334
9.99791335


PIN1
10.6190828
10.1331551
10.3827969
10.4692552


PRKCSH
12.3009817
11.5845539
10.7825232
11.258937


BLK
0.94860085
2.83995959
1.81557543
2.7548875


ITCH
11.5565013
11.4949456
10.9094131
11.7876414


DEFB104B
#N/A
#N/A
#N/A
#N/A


ADCY1
4.59514557
3.07038933
9.50211575
8.82518141


MST1R
2.90496572
1.79493566
4.28243981
1.95233357


GZMM
0
0
2.37851162
2.7548875


PPARG
4.53853816
6.63865312
8.04242547
10.4837956


SIRPB1
0
1.15704371
0.87970577
2.7548875


TNK2
8.46417814
8.9050861
7.99101157
7.71945728


DDX60
6.94637997
7.74355536
7.03408363
9.36732738


NCF1
0
0
0
9.86862195


BMX
0
0
0
0


DEFB108B
0
0
0.87970577
0


TRIM62
5.47767733
6.22843392
6.17632277
3.94204526


IL1RL2
2.90496572
3.07038933
0.87970577
2.40871186


LGALS3
9.83140226
9.82338316
7.02480723
12.3864715


TRIM25
8.64205169
9.73011345
9.43548275
8.2349611


PRKAR1A
12.1900469
12.8103969
11.7609902
12.9310385


SRPK2
10.1441866
9.84481559
9.62371692
8.50973542


SDHAF4
#N/A
#N/A
#N/A
#N/A


DEFB123
#N/A
#N/A
#N/A
#N/A


ADCY5
3.59931779
3.98185265
4.45811948
1.95233357


ADARB1
7.52747701
8.00129559
8.32880954
11.6020725


PTX3
9.11444511
10.7978155
4.00898878
7.14771372


BCL2L1
9.4526325
10.627242
8.19888699
10.1277107


S100B
0
0
0.87970577
4.07038933


CRCP
9.8431045
9.64380209
8.78907713
9.83497662


NLRP1
6.26659917
8.92350577
7.42071818
3.26603689


TXN
12.2693722
12.0257348
11.737429
12.0224823


PRKAR1B
7.77945673
8.08225551
8.13576058
7.38939472


PTK6
0.94860085
2.23266076
1.422233
5.75915583


IL34
1.51096192
1.79493566
0.87970577
2.7548875


POLR2F
10.045159
9.21747308
10.0290525
9.95887167


TREX1
7.61867915
6.40667272
4.79960542
6.70653055


APOBEC3C
8.5052558
9.04636009
8.08316017
7.10318288


F12
4.35473424
3.73660488
5.79545527
1.28688115


FRK
3.0721058
3.73660488
6.98709344
2.40871186


PANX1
9.39621944
9.71748794
8.9616812
11.3913779


DEFB124
0
0
0
0


TNFAIP8L2
1.51096192
1.15704371
2.7803101
9.87967514


PRKDC
13.2417449
13.679744
14.2825542
12.8527811


SUGT1
10.8754268
11.4033476
11.0885299
10.6708775


PRKCG
1.51096192
1.15704371
3.8509994
3.94204526


NLRC5
8.91004304
8.71073757
5.45252955
9.89716478


CSF1R
4.89384756
3.4409522
1.81557543
12.7013606


APOBEC3D
0
1.15704371
5.17951105
2.40871186


SERINC5
6.73674016
6.94333532
6.79337571
7.14771372


ATRIP
7.61191007
8.31233844
8.10527998
6.66633054


SIGLEC15
2.71369582
3.07038933
1.422233
5.6395216


POLR3G
7.02036885
7.67553369
9.33784487
6.42240122


IL27
0
1.15704371
0
2.40871186


MAP3K5
6.36719631
9.18115226
8.43408607
10.3036552


MIF
2.23572706
0
2.12432814
1.95233357


OTUD5
9.74990294
9.21147465
9.50710087
9.29987196


TRIM14
6.41498114
8.04237074
8.21529031
7.07274895


ADAR
12.0362011
12.0329687
12.4456486
13.1433976


PCBP2
9.58560105
9.79762911
10.7721743
8.84784036


APOBEC3B
5.64731451
6.69125498
6.05419729
3.03210084


DDX3X
13.0981851
13.2568603
13.2517457
13.2024223


DDX41
9.29980329
9.48904513
9.31901723
10.4277214


PRSS3
0.94860085
6.42760617
0
3.03210084


SRMS
0
2.23266076
0
3.80012335


APCS
0
0
0
0


ADCY2
0
0
1.422233
4.07038933


POLR3H
9.5733821
9.62590971
9.89689242
9.1103528


DEFB105A
#N/A
#N/A
#N/A
#N/A


DEFB106A
#N/A
#N/A
#N/A
#N/A


POLR3D
10.2445779
9.76324557
9.66008506
10.4216862


DEFB119
#N/A
#N/A
#N/A
#N/A


CYLD
10.9737763
10.9876122
9.4751457
10.4441763


DEFB121
#N/A
#N/A
#N/A
#N/A


MRE11A
9.16188768
9.25580756
9.95781305
8.20011392


TRIM13
9.27628728
9.45649816
8.87408995
11.5155126


PRKAR2A
10.7120799
11.2119065
11.3281925
11.4444041


TYK2
10.2088806
10.0600609
9.53675231
11.3226324


ART1
0
0
1.422233
2.7548875


AKIRIN2
8.15739747
8.24355484
8.5992434
9.51910546


GPER1
7.19475685
7.32237887
5.33771109
5.75915583


CSF1
9.12166302
8.65004648
6.15946773
10.2157514


DEFB135
0
0
0.87970577
0


REL
6.91348784
6.70832521
7.88746435
8.46352437


DEFB104A
#N/A
#N/A
#N/A
#N/A


POLR3C
9.29342567
9.05305702
9.04884103
10.6503876


DEFB134
0
0
2.37851162
0


ZC3HAV1
10.644361
10.9539345
10.6380738
10.4707097


SSC5D
6.13975598
6.50795317
0.87970577
3.94204526


POLR3B
8.87061131
9.23232498
9.75139342
7.51932174


POLR1C
8.93484081
8.34549396
9.40008958
9.92728908


CAPZA1
12.8553201
12.8985315
12.0395668
14.2505716


PRKAR2B
7.69807954
9.05975004
8.67525139
5.83364913


TRIM10
0
1.79493566
0.87970577
0


PML
7.87369018
8.58202905
7.55550943
7.27360913


SFTPD
0
0
1.81557543
3.94204526


CASP1
4.21800615
6.62073302
0
7.71945728


SERINC3
11.7797768
12.2324509
10.3737026
11.9367852


POLR3A
9.46593366
9.92018907
10.7749435
9.47609811


VNN1
0.94860085
0
0
0


STYK1
3.98458935
6.56544486
3.35473424
0


PDE1C
10.8732903
10.7857794
5.17951105
3.46727948


DEFB106B
#N/A
#N/A
#N/A
#N/A


KLRG1
0
1.15704371
5.45252955
3.03210084


PSTPIP1
2.49313492
2.23266076
0.87970577
7.28697353


CLEC5A
0
0
1.81557543
7.44989147


CTNNB1
13.2883297
13.1792093
13.1474069
14.4612383


ADCY4
0.94860085
5.8509994
2.12432814
4.58436125


POLR2H
10.0961353
9.21147465
9.66902677
9.60145511


S100A8
0
0
0
7.62811741


POLR3GL
7.54187101
7.63139535
7.48968743
9.1141067


SIKE1
10.2066115
9.84481559
11.2140944
10.9222796


CHID1
9.65026194
9.63711389
9.21897486
9.54154194


ADRBK1
10.1311239
9.79762911
9.93943229
11.158231


ABL2
11.7318366
12.3580495
10.0991637
11.6020725


KRT16
0.94860085
3.2675358
1.422233
3.03210084


DHX36
10.0286106
10.2266891
9.91956355
9.75087444


SAA1
0
2.23266076
0
0


TXNIP
7.43771047
9.4590217
8.01925712
11.7502213


DEFB133
#N/A
#N/A
#N/A
#N/A


DEFB105B
#N/A
#N/A
#N/A
#N/A


MATK
0
2.23266076
6.67990229
12.036366


TRIM4
8.5415613
9.3731044
8.47208155
8.90517638


MSRB1
7.76725753
7.44997399
7.55550943
7.27360913


NCR2
0
0
0
0


CD1D
0
0
3.76447355
8.14261766


POLR1D
9.23914501
9.52569698
9.90196803
9.95887167


FBXO9
9.7775841
9.62590971
9.80650129
10.1911333


ADCY6
9.23914501
9.80162753
8.75027152
9.29987196


POLR3K
8.07553263
8.27262979
9.07151599
7.71945728


SRPK1
11.209959
11.1356836
12.1984205
10.7762768


ECSIT
9.13121391
7.80051168
9.11800665
8.61393677


ADCY9
8.84467438
10.0897418
9.20261362
9.07620099


DHX9
12.8248693
12.5476489
13.1524687
12.1506422


ANKRD17
10.669204
11.5978151
11.7991966
11.0183393


TAX1BP1
11.613085
11.8537696
10.5894077
11.8126346


APOBEC3G
1.91838623
4.81403765
3.93168306
8.09032418


APOBEC3F
3.89724043
5.46434153
5.36737107
5.14893411


XIAP
10.7072901
10.9130016
10.0825083
11.4533015


MMP2
10.4187697
13.3077444
5.60969587
7.96318509


COCH
4.53853816
2.23266076
9.55134298
2.40871186


GBP5
3.98458935
0
0
1.28688115


PLSCR1
8.98056804
8.49105138
8.32503556
9.00537192


AICDA
0
0
0
0


EXOSC6
10.152437
9.58016433
9.26886945
8.86127305


EXOSC3
9.19421513
8.81711157
8.5992434
9.53595573


RNF168
10.5565348
9.7652861
9.29029538
8.75975506


RNF8
8.89890365
8.89017306
9.66753737
9.56086777


MSH6
11.0782642
11.3755011
12.0848582
9.22564127


NBN
10.6384993
11.0476693
10.9680043
11.3411296


ERCC1
9.99756057
9.6811154
8.65438542
11.5967255


LIG4
8.83003978
9.15643707
8.53543092
10.2501918


SWAP70
10.6096959
10.6148203
9.07376669
10.3199543


APLF
7.72996056
6.74200621
6.33467553
7.04154965


SUPT6H
10.0438885
11.2364388
11.3876889
10.9434818


MYB
4.84799691
5.04701482
5.45252955
5.36562256


SOCS5
8.82416321
12.1102353
8.30222765
8.48103248


HLX
5.82273015
7.54828248
6.81506302
10.2416615


PRKCZ
1.91838623
4.19061486
7.63074036
5.14893411


RARA
6.08172309
7.62234472
7.37033868
8.20716078


DRD2
1.51096192
0
2.12432814
3.26603689


NMI
7.35851934
6.22843392
5.14567746
9.17990909


MUL1
9.57161993
9.40230862
9.13962809
9.01343434


TRAFD1
9.62170392
9.15017885
9.66604643
9.61474665


UNG
10.1711017
9.84095097
10.9558606
8.34100726


PAXIP1
8.23931211
7.58578881
9.31331389
7.21897486


PHB
10.4477858
10.4991383
11.4556406
10.5925038


IGF2
0.94860085
7.15775114
0
3.80012335


SLAMF6
0
0
0
2.40871186


STAT5B
8.96993328
9.49890903
9.26495859
9.9692426


LAG3
3.0721058
1.15704371
2.592158
0


SLC25A6
#N/A
#N/A
#N/A
#N/A


CLCF1
8.14801892
7.96613049
1.422233
6.66633054


THOC1
9.17814195
8.92350577
9.40724652
8.40356598


WHSC1
11.2788385
12.080974
11.9172005
9.36104455


TBX21
0.94860085
0
2.94673086
6.21470767


KIR3DL2
0
0
0
1.28688115


OSCAR
1.51096192
1.79493566
1.422233
5.83364913


KLRB1
1.51096192
0
3.23112516
1.95233357


CD300LG
1.51096192
0
1.422233
0


CD300LF
0
0
0
4.66789213


KIR2DL2
#N/A
#N/A
#N/A
#N/A


SH2B2
4.35473424
3.2675358
5.14567746
6.49313492


SELL
0.94860085
0
2.12432814
0


CDH1
1.91838623
1.15704371
5.85947267
0


KIR2DL4
0
0
0
3.26603689


TREML4
0
0
0
0


CLEC2B
0
5.58044702
1.422233
1.28688115


COL2A1
1.91838623
1.15704371
10.3226267
3.03210084


FKBP1A
9.71054817
11.0718377
10.1123352
9.90800225


LAIR2
0
0
0.87970577
0


CLEC2D
4.35473424
5.15055968
5.97933945
6.62497818


CD81
10.9077995
11.648007
10.2299003
12.0348849


CD200
0.94860085
0
0
0


SIGLEC9
0
0
0.87970577
7.79610452


CD300C
0
0
0
8.73562372


CD3E
1.51096192
1.79493566
0.87970577
1.28688115


TREML2
0
0
0.87970577
1.95233357


HCST
1.91838623
2.83995959
1.422233
7.84197312


ITGA4
9.71692232
11.4409418
6.67990229
10.4426947


CD200R1
0.94860085
1.15704371
1.81557543
1.28688115


CXADR
8.76394266
3.86393845
10.2618011
8.50973542


VCAM1
10.0665198
0
0
3.46727948


KLRF1
0
0
0
1.95233357


ITGB1
14.7654684
15.5119416
11.4365502
14.0544992


CD300LD
#N/A
#N/A
#N/A
#N/A


KLRC1
0
0
0
1.28688115


CD3D
0
0
0
0


SPPL2B
9.07780377
8.59589149
7.61227877
8.40356598


ITGB7
4.21800615
3.59693514
4.56437817
12.855581


NCR3LG1
7.23083705
8.12747852
9.69991942
6.92706681


SPPL2A
10.4649133
10.4208445
8.81886973
11.4324532


ICAM4
#N/A
#N/A
#N/A
#N/A


JAML
#N/A
#N/A
#N/A
#N/A


SIGLEC7
0
0
0
4.58436125


CD160
3.98458935
4.09000653
3.93168306
4.58436125


COL3A1
5.41616417
14.6703055
6.94848404
2.40871186


CD33
1.51096192
0
1.422233
8.65563805


COL1A2
16.8202651
16.8390953
0
1.28688115


COL1A1
15.0282778
15.4184486
7.31822644
4.89384756


CD34
1.91838623
3.2675358
1.422233
1.28688115


COL17A1
4.48026512
4.28466219
2.592158
1.95233357


FCRLB
4.84799691
6.46825747
3.8509994
5.31433399


AMBP
0
1.15704371
1.422233
0


IFNL4
0
1.15704371
0
0


SPG21
10.004094
9.73638502
9.26692706
11.6395849


BCAR1
10.9223465
11.1623158
9.32091334
9.56635853


RFTN2
4.84799691
3.86393845
4.51222689
1.28688115


THY1
10.8846513
12.4720181
2.592158
0


RLTPR
5.72519582
3.73660488
7.02480723
4.7473874


PDE4D
8.18982456
8.42012866
8.44799238
7.65921102


RP4-583P15.14
#N/A
#N/A
#N/A
#N/A


THEMIS2
5.50716035
4.19061486
6.55673595
9.73393049


CACNB4
3.98458935
2.83995959
7.74799153
9.39529849


STK11
10.7303003
10.0583977
9.92456016
10.1461104


VASP
11.59418
11.5493756
8.50243404
13.6845032


RBCK1
9.10959563
9.64380209
8.18651046
9.44966454


STOML2
11.1340605
10.4880309
10.8205061
10.5749435


RNF31
7.71094416
7.99429686
7.19140473
8.19308177


RP4-583P15.15
0
1.79493566
1.422233
0


PDE4B
7.87369018
9.1842059
5.14567746
6.56056212


PTPRJ
10.2268336
8.76081973
7.66689858
11.1242764


CACNB3
8.51625158
8.43562859
6.49089098
5.20633065


SPPL3
7.95675366
8.24939793
8.54194843
7.7772882


ENAH
12.7694577
12.2478919
12.7593868
8.06732679


CD38
0.94860085
0
0
4.49505553


MNDA
0
0
0
6.12845838


NFAM1
1.51096192
0
1.81557543
6.53838296


PLEKHA1
9.73271014
9.73430317
9.73301532
3.03210084


GCSAML
0
0
0
0


GCSAM
4.98093927
4.99186193
5.00225245
0


CACNA1F
0
0
0.87970577
2.7548875


LPXN
7.16711703
9.70901487
4.70984202
11.3226324


FCRL5
0
0
1.81557543
2.7548875


PAWR
11.5556149
11.0980387
10.9878111
4.66789213


PTPN2
9.00938077
8.63669712
8.6453342
9.44373096


UBASH3A
0
0
0
1.95233357


PRNP
11.5529476
13.1162969
8.60236483
8.76927586


ELF1
8.82119998
9.16576123
8.86114896
10.8008837


PHPT1
9.5432252
9.28745844
8.27122956
10.0863618


EZR
12.4785067
12.2500852
11.0439295
10.7691684


GBP1
10.7498359
9.71748794
1.422233
6.74577515


BTNL2
0
1.15704371
0
0


STAP1
0
0
0.87970577
2.40871186


SLC39A10
10.0438885
10.6910456
10.1361965
11.068429


CMTM3
8.55228484
8.28406063
8.36233838
10.3344744


PRKCH
2.90496572
3.4409522
7.93274625
7.98788928


TESPA1
0.94860085
0
0
1.28688115


KCNN4
7.23964626
2.83995959
0
12.6819346


RPS19
13.0512293
13.2091959
12.9715364
12.9115324


INS
0
1.79493566
0
0


PARP9
7.54187101
7.43978934
7.57470705
9.18348651


SOCS3
8.91004304
9.91282947
5.17951105
9.13637598


IFNGR2
9.79122802
9.64158215
8.57723998
12.7119014


PTPN1
10.5583155
10.3827213
9.99861864
10.9455828


IRF9
3.80426012
2.56803211
3.09592442
4.7473874


IRF6
1.91838623
2.56803211
4.66277517
1.95233357


IFNGR1
10.3961338
10.0550519
9.16093027
11.5267975


STAT1
10.5323657
11.6290378
9.89179889
10.8822074


IFI30
0.94860085
0
0.87970577
6.64573048


TRIM38
6.6727082
8.63223186
7.06156021
9.55261147


IRF2
7.32553033
7.70141044
7.05245937
9.7676217


MID1
9.79574747
9.62366205
11.8307766
0


MT2A
11.234584
12.3181982
7.08841725
6.68664059


IRF5
3.22342255
1.79493566
2.94673086
9.69446236


SUMO1
11.1316769
10.6693634
10.9024731
10.7997268


TRIM68
7.74247787
7.78443855
7.21606678
5.55397481


CD44
12.9800378
13.8973879
5.00225245
12.3162702


TRIM34
2.23572706
2.83995959
0
1.95233357


SOCS1
5.25058267
4.19061486
2.592158
4.7473874


PIAS1
8.45277662
8.6676438
8.63012148
8.77873424


CDC37
12.2248187
12.0072726
11.5466678
12.7272674


MED1
9.58560105
10.3089192
10.9943534
10.1015293


NR1H2
10.4089772
9.94205993
7.41362793
10.2771711


MX2
5.93640238
3.73660488
1.422233
5.55397481


XAF1
0.94860085
6.79103262
0
7.78672704


IFNAR2
6.78607355
6.15542543
5.77346893
8.27565895


IP6K2
9.83140226
9.16884759
9.04196025
9.83271599


USP18
3.98458935
6.56544486
8.41645977
7.27360913


IFIT3
9.00419237
8.9050861
3.67242534
9.4257614


IFIT1
7.04078287
9.19942697
6.97750891
8.02818235


IFIT2
7.04078287
8.10181813
2.7803101
7.00977264


RNASEL
7.02036885
7.61331064
7.04330075
9.09148828


ISG20
3.0721058
3.98185265
3.67242534
7.64896869


EGR1
5.79908731
6.18010807
2.94673086
8.83428142


STAT2
10.0875557
10.5174529
8.69289443
9.9836492


IFI35
6.41498114
5.88141991
5.36737107
9.59342847


IFNAR1
10.5864082
10.5403315
9.47002838
11.8746664


UBE2K
9.33127527
10.3693356
11.393546
9.66922169


GPRC5B
8.39835892
3.4409522
7.74234312
0


FOXP1
10.1641276
10.1220256
9.77783063
8.20716078


RC3H2
11.7986662
11.3340665
11.074563
10.5694949


ERBB2IP
12.9129717
12.8598104
11.0924136
12.7821485


HSPA1B
9.78971295
8.31233844
13.2523653
9.5961152


HSPA1A
9.67664471
8.70649602
13.5537733
7.41388175


AIF1
1.51096192
0
0.87970577
8.67097485


ASS1
10.7904137
9.50870595
7.31061278
10.7950656


GAPDH
14.4926563
14.71874
13.8579723
14.3363399


EPRS
13.1818573
12.664045
12.5053749
12.6885432


DAPK3
10.7820891
10.645127
9.54324453
10.0787112


MRC1
0
0
0.87970577
1.95233357


SYNCRIP
12.0707985
12.3017334
12.2904653
11.5055684


AQP4
0.94860085
0
4.51222689
3.46727948


SLC26A6
8.51258246
8.56334883
8.32129678
10.4692552


RPL13A
13.3363029
13.4659298
12.6257568
13.446432


EDN1
7.1004521
9.45649816
4.84247606
5.02724254


STAR
0.94860085
2.23266076
1.81557543
1.95233357


DAPK1
10.3911684
7.10706011
9.53184929
10.3488499


CD58
8.59786633
6.74200621
6.30451104
9.9567827


TDGF1
0
0
0
0


RORA
1.51096192
7.42944859
7.9227925
1.28688115


LY9
0
1.15704371
0
3.03210084


USP17L2
0.94860085
0
1.81557543
0


PUM1
10.9664406
10.7187469
11.0678108
10.4924541


PUM2
9.37623394
10.8166797
10.5767772
10.219229


VAMP8
1.91838623
2.83995959
6.86777294
11.04801


SNX4
9.97780939
9.2788908
9.66008506
10.3134613


BAX
9.5663395
9.99007559
9.19024446
9.7192519
















TABLE 4







Differentially expressed genes in mock vs


ZIKV treated cells, Related to FIG. 13A.











gene_name
CHME
BJ
293FT
THP1














PRKDC
0.55856801
#N/A
−0.5171828
0.5678045


ATP5J2
0.03250525
#N/A
0.12618779
−0.7223692


CUX1
0.33250463
#N/A
−0.7744567
0.59583179


KIAA0754
0.69031731
#N/A
−0.4817685
0.70147337


SHANK3
0.1325234
#N/A
−0.1932178
0.67542576


ZBED6
0.23744485
#N/A
−0.1458937
0.65822503


PEG10
0.38703256
#N/A
0.05514638
3.34969884


RPL36A
−0.5163688
#N/A
0.71993133
0.33299626


SMIM20
0.11472651
#N/A
−0.0788868
−0.6510827


ITGB3
−0.4062701
#N/A
1.07866076
0.35009084


TMEM141
−0.2728154
#N/A
−0.0280894
−0.6319133


ETV5
−0.4302263
#N/A
0.68421692
0.50675169


PCDHGA11
−0.7805866
#N/A
−0.4143672
0.70705975


HIST1H3F
−0.1981391
#N/A
0.01109358
−0.6276276


OAS1
−1.1541368
9.58142668
5.3096096
0.90513148


NPY
5.9728042
3.48888859
3.73845785
−8.6155662


PRDM16
−2.1052731
0.02462381
−0.3462215
−8.6155662


LPAR2
−0.3416272
7.92084439
−0.0173286
0.9173359


KRT80
0.5004813
−0.0203586
5.30202839
−6.7410313


MXRA5
2.84875627
−0.6585835
−1.8433505
−6.7410313


PSMB8
−0.0257905
0.43896737
6.72832517
−0.4983962


GIPC3
3.59074958
6.44630765
−0.4725947
0.86615677


MATK
6.40679881
−0.9016165
−0.1026186
−0.2989202


LYZ
6.3945123
3.4332996
−0.0464664
−0.5886975


OAS2
0.63106751
3.81151293
−6.385417
1.12260925


LAPTM5
−0.4429111
0.1635659
−6.385417
0.41452932


MMP1
−0.1052119
−0.1527386
−6.385417
−0.4904597


DKK1
−0.2418678
0.15045916
0.28262609
6.37288581


WAS
1.10196892
6.06626917
6.30963839
0.69193795


NUP210
6.22554827
0.25025596
−0.2636351
0.56760781


SSTR1
0.63948628
−0.4193241
−1.0261776
−6.1560313


COL4A5
0.42751738
−0.1978899
−0.045773
−6.1560313


IL1RN
0.66167517
−6.067605
−4.8004512
0.50176743


DOCK2
0.27488063
−0.0610358
6.04365971
0.45958114


SPI1
−5.9015357
3.4332996
−5.8004174
0.38688844


CD52
−1.1724122
3.4332996
−5.8004174
−0.7118497


MX2
0.58615835
3.668701
−5.8004174
1.60389444


ITGAM
−2.169796
3.48888859
−5.8004174
0.37023318


KRT7
−0.1314643
0.21904008
−5.8004174
5.38519517


C5AR2
−0.9400716
5.78928385
3.73845785
−0.2420397


UNC5C
−0.5846658
5.4613723
−0.5331489
1.46334881


CACNA1C
−0.0046296
−0.5821937
−0.8378071
5.36040653


CD163
−2.1687748
4.43069973
5.32430546
0.58211974


VCAM1
−0.6958874
3.48888859
5.30202839
−2.1887125


PRTN3
−1.1021635
3.48888859
5.30202839
0.57108024


CLEC11A
5.22547271
0.35352936
0.16020668
−0.2368824


ALDH7A1
0.33541349
−0.6986587
−0.4720292
−5.1560457


LUM
−0.321423
0.00161738
0.18579467
−5.1560457


HRH3
−4.9015622
−1.3299475
0.28799462
−5.1021092


ADCY8
−0.5636555
5.07649491
3.71793484
0.52645495


MERTK
−2.7511542
5.07649491
−0.1266408
0.43068354


PIK3R5
−0.7306224
−5.0676274
−0.1116798
0.38149518


LCP2
−4.9015622
−5.0676274
−1.035987
0.47272564


NOVA1
0.22588338
−5.0676274
−1.1821583
−3.4084252


RBM20
4.58739662
−5.0676274
−0.6143299
−2.7134571


HCN4
−0.3044137
−5.0676274
−0.1952518
−4.0920678


ELMO1
−4.9015622
5.05623944
0.19035631
0.89102265


LINGO1
−1.1367624
5.05623944
−0.8259569
0.26520487


PPAP2B
0.50024667
−0.2495042
0.10833637
4.96601755


LRRN1
0.50223481
−1.8622136
4.73927048
4.94952467


ID4
−0.0410974
0.07143908
0.2720259
4.94952467


MIDI
0.31719771
0.13354129
−0.1175922
4.93228693


RUNX1T1
−4.9015622
−0.7329959
−1.1621057
−2.3915117


PCDH19
−4.9015622
0.10850427
−0.8945431
4.37278862


ASB18
−4.9015622
−0.2890079
−2.8460059
0.19350137


MMP19
−0.203705
−0.0882791
−4.8004512
0.62125278


TNFRSF1B
−0.4218794
0.27427814
−4.8004512
0.29266972


IL7R
0.39151831
−0.0430196
−4.8004512
0.15542917


SLC43A3
−0.1352096
−0.0764032
−4.8004512
0.34169585


SEMA6D
4.58739662
0.07908043
−0.0674083
0.92417597


LST1
4.58739662
4.43069973
0.55958861
−0.8234998


CNR1
−0.5056187
4.49134188
0.40180746
0.59870044


SLCO5A1
−0.3259786
−0.4013902
−0.3957229
−4.4049425


ACTA2
−0.6319022
0.23195277
−1.4478652
4.3976275


GFRA1
0.43716748
0.29025356
−0.2804988
4.3976275


THY1
−0.2593801
0.19149247
−1.6163056
4.37278862


ARL10
−0.0806352
−0.1264517
−1.3374969
4.37278862


EMX1
3.66367464
0.29143604
0.83321132
−4.2848041


ZFHX4
0.31941866
−0.281322
−1.1811921
−4.2126614


MX1
1.13932495
4.20656455
0.35482213
1.10676095


CREB5
0.15233725
−0.0121701
−0.6610423
−4.106626


SYNGR3
0.04624613
1.09678061
0.27369681
−4.0920678


SDK2
−0.515328
−0.5422419
−0.7294643
−3.9619542


CHI3L1
−1.022842
−0.589369
3.73845785
0.40325958


IL24
−0.0427296
−1.3117922
3.73845785
−0.4118264


SEMA5A
0.46474002
−0.2663807
3.73845785
0.94484013


NCF4
3.59074958
3.4332996
3.73845785
−0.503469


RAMP1
−0.1123147
0.60674164
3.73845785
−0.5679737


COL1A2
0.20670315
0.00303122
3.71793484
0.1691995


PIK3CG
−0.1367247
3.4332996
3.71793484
0.38469389


SH3BP4
0.23393648
−0.0600997
−0.3223726
−3.697865


PROX1
3.66367464
−0.9511435
−0.7272002
0.60853134


MLXIPL
3.59074958
1.00141192
−0.1497451
0.82336116


CRIPAK
3.57571573
−1.890997
−1.1982972
0.18550482


HOPX
−1.2135108
3.48888859
−0.4928824
−1.0797892


BTK
1.20778658
3.4332996
−0.1421229
−0.4641776


MSR1
−0.3675987
3.4332996
0.96923679
−0.3189994


MAMDC2
−0.09718
0.63440714
−1.6840843
3.39560669


CNN1
0.14887662
0.328907
0.62863108
3.39560669


XIRP1
0.88192383
−1.7266461
−3.350767
0.95095787


LMOD1
−0.5227811
0.4424635
−0.4400164
3.34969884


KIF5C
−0.2096428
0.61973636
−0.0581768
−3.327976


CYP46A1
1.53634708
1.68969137
0.37109241
−3.176782


KIF21B
0.03336338
3.15919917
0.06643995
0.51426548


LPHN3
0.66870543
−2.865779
−0.10518
0.24998614


IL8
−0.195687
−0.5106556
−2.8433506
−0.7594216


AUTS2
0.2345527
−1.0777958
−1.0442454
−2.7870897


CTD-
−0.1799742
−1.7355251
−1.3830569
−2.7838653


3088G3.8


DIP2C
0.34259199
−0.033156
−0.0165371
−2.69401


MT-ND6
0.10501022
0.78976666
2.66993642
−1.6975222


FLNC
0.68010938
−0.1862298
−0.019039
−2.393736


IGSF9B
−0.6255443
−0.6109856
−0.8907965
−2.3705094


ACAP1
−0.3346675
−0.2731026
0.46329324
−2.3439557


SLC1A3
0.02634705
2.29186556
−0.0390104
0.27651271


CCDC88C
1.64303969
−2.2909711
−0.1159312
0.42054278


NCKAP1L
−1.8845369
−0.3029683
2.28806291
0.31893842


STU
0.05887474
−2.2787969
−0.5491355
0.33799939


IFIH1
0.08893951
2.25581554
−0.1415286
0.49912749


TERT
0.37596158
−0.3317167
0.06170395
−2.252293


GYPC
−2.1687748
0.18068601
0.05783795
−0.3746608


MMP9
−2.1272702
1.26233647
−0.7120835
0.28539908


TUBB4A
−0.5477682
−0.3317167
−1.6115098
−2.1217145


THBD
−2.0855064
−0.7273101
−0.2533527
0.46792244


MT-CYB
−0.1903529
0.48389271
2.0707826
−1.0098223


IFIT1
0.73373208
2.05464698
−0.0606624
0.73885966


GPRC5A
0.38137344
−0.0572162
−0.6374925
−2.0465405


EVI2A
0.54548126
0.43280834
−2.0404567
−0.6103066


EPPK1
2.02470531
−1.1137453
−0.6468634
−1.2439358


EGR2
2.02043905
0.02466681
−0.1891361
0.42731675


MT-ND5
0.08356319
0.56786435
2.01919912
−1.162643


PRKCD
1.2211035
−1.991135
−0.8944593
0.41397933


MDK
−0.1001546
−0.0524536
−0.109649
1.98957322


COMP
−0.1367109
−1.2619042
−1.0392533
−1.9764558


MT-ATP8
0.0818921
0.71675793
1.96964005
−1.837835


ILDR2
0.58175194
0.68246955
−0.2755375
−1.9660671


FOSL1
0.10405813
−0.0220373
1.96399611
0.76615599


GAS7
−1.9441854
−0.044558
−0.1643115
0.30183955


POLR2A
0.16205426
−0.2040257
−1.8721099
0.40085782


MT-ND1
−0.1745864
0.77002376
1.8135832
−1.2644244


COL5A1
0.20319389
−0.0099103
−0.1728984
−1.799472


KMT2D
0.21193923
−0.5173759
−1.791409
0.37477863


CASP4
−0.582906
0.02620174
1.77288201
−0.4271332


GPRIN3
−1.7557724
0.39971002
−0.461149
0.73153932


VAMP8
−1.7557724
−0.2859506
−0.1387797
−0.6752804


ZNF385A
0.13253733
1.57153385
−1.7531018
0.55200081


WNK2
−1.7217701
0.28519585
−0.7243857
−0.5807958


GLI3
0.61838097
−0.2275776
−1.2886567
1.69744465


REXO1L1
0.30180717
0.43750793
−1.6925744
−1.6966166


PLEKHH1
−0.6089734
−0.648367
−0.1653834
1.68163149


MT-ND4
−0.1118824
0.42706104
1.66095625
−0.8697342


RMI1
−0.0847928
−1.0028894
−1.6287174
−0.687812


SLIT2
−0.2163053
−0.3665019
−0.5662179
1.61161863


PARP9
0.464091
1.60496377
−0.1841645
0.56527382


RAPH1
−0.021561
−0.0524204
−1.5888207
−0.2970959


FUS
0.33108673
−1.5808059
−0.3294648
−0.0545556


A2M
−1.5784032
−0.1397512
−1.3287134
0.32472385


MT-CO2
−0.3970466
0.27714226
1.57779709
−0.4191846


OLFML2B
−0.2362135
−0.1238046
0.3111769
1.56808491


SMG7
0.45614341
−1.0275234
−1.5534647
0.29014321


TNFSF15
−1.1719671
1.53428229
−0.6259549
0.44739545


ALPK3
−0.118396
1.52534352
−1.1010232
0.60929055


IL4I1
−0.3675987
−0.2936225
−1.5195513
0.35301686


FRAS1
0.2818312
−0.4792134
−0.7574238
−1.5157248


PCLO
1.40523564
−0.225452
−1.4921478
0.87746628


SDHC
0.12989616
−1.4812605
−0.5428579
−0.1694983


SLCO3A1
0.25499804
−1.4713173
−0.63527
−0.2624378


C3
−0.0454665
−0.3404185
−1.4574456
0.45247309


PLBD2
−0.1682737
0.22232424
−1.4517393
0.24813893


SMARCD3
−0.0965059
0.19877868
0.21943459
−1.4414646


MT-ATP6
−0.2520609
0.2168809
1.43728376
−0.6207972


SRCAP
0.17784799
−0.3278129
−1.430524
0.41888201


SORL1
−1.4237604
−0.0662354
−0.4453764
0.21578459


MT-ND4L
−0.0744306
0.72292561
1.42143397
−1.0814801


DSP
0.00362152
−0.1222561
−0.3700848
1.41934258


C1orf226
−0.8219199
0.16983364
−1.4177899
0.0694358


ONECUT2
0.84433511
−0.3151689
−0.9857611
1.39786017


EP400
0.50858744
−0.8116141
−1.3965709
0.80082717


CFD
−0.5700285
1.39524113
0.27054919
−0.6135203


RERE
−0.0374192
−0.398216
−1.3942566
−0.1021657


CYFIP2
−0.5871374
0.04913455
−0.4701895
−1.3914874


QDPR
0.23043737
−1.3900388
−0.640424
−0.5224256


ADAM12
0.27546743
−0.0226244
−0.1796894
−1.3842479


IGF2BP1
−0.1407351
−0.2648655
−0.5942332
−1.3842479


MT-ND2
−0.2423961
0.56063061
1.3806633
−1.3224996


NOVA2
0.0804315
−1.3299475
−1.1529025
−1.3692276


RHPN1
1.36635457
−0.8293821
0.71566425
0.10830908


PLCG2
−1.3644571
−0.6584898
−0.4526192
0.56848258


STX16
0.11789007
−1.2712963
−1.345218
−0.0586111


ATN1
0.13059953
−0.3258559
−1.1490467
1.33363436


COL12A1
0.5439358
−0.2276631
−0.5238261
1.32635874


MBD6
0.12842861
−0.305501
−1.1072236
1.31939386


FILIP1L
−0.0115303
0.02802335
−1.3052451
0.70583022


CSF1R
0.11756287
−1.3029882
0.69886113
0.53882988


ABCC3
−0.2206392
−0.1372932
−1.3009373
0.42875484


KDM6B
0.31010062
−0.5881058
−1.2971445
0.40586579


ZFHX3
0.13343599
−0.4458125
−1.2888444
0.09676354


RFX7
0.34253599
−0.2184657
−1.286543
0.70147993


ATF7
−0.1561397
−0.531292
−1.2850829
0.90567832


CTSH
−1.2793388
0.36311133
−0.2898567
−0.3039583


VAV3
−1.1671817
1.27225733
0.01844571
0.25766211


PHF16
0.03366559
−0.4136876
−0.4699743
1.26745174


KIAA1199
−0.4592599
−0.3373217
−1.262705
0.43347718


CHERP
0.34595099
−0.5713322
−0.7094687
1.26085851


USP14
0.3756032
−0.7925867
−1.245602
0.0790873


LGALS9
−0.1742321
0.82372476
−1.2327962
0.44460882


KIF20A
0.16385481
0.2421316
0.06779917
1.23205536


TOP1
0.31373711
−0.5496323
−1.2301152
−0.0696299


POM121C
0.38114235
−0.3506261
−1.2284191
0.43954652


ARMCX4
0.30956809
−1.227344
−0.7015578
0.70017075


NFIC
0.37044793
−0.4279061
−1.2252027
−0.0411676


NEIL3
0.12741199
0.04325957
0.07042456
−1.2233172


UCP2
−0.0663055
−0.0269073
−0.8780106
1.21644916


MT-CO1
−0.3729258
0.40780064
1.21150156
0.5683562


FCER1G
−1.2008899
−0.5715409
−0.0464664
0.3191262


TMEM56
0.39382906
0.5776071
−0.1787177
−1.1932676


42616
1.1928605
−0.1680268
−0.5904962
−0.1724611


CIT
0.29451654
−0.1200916
−0.2221024
1.19055104


SPEN
0.32643477
−0.3938108
−1.1884296
0.75326


EIF4E3
1.18017908
−0.3720995
−0.7396968
0.04360486


EVI2B
1.1798008
0.05193235
−0.8178706
0.8387684


TCF7L2
0.31021404
0.06709651
−1.1764611
0.01715123


SRRM2
0.34610083
−0.7069288
−1.173218
0.75927743


WDFY4
−1.1730145
−0.708919
−1.0459601
0.57420167


PIK3CB
0.12421695
−0.4666868
−1.1727642
0.0693577


DOCK8
−1.1727419
−0.881099
−0.4861799
0.61320715


ARID1A
0.44436448
−0.382666
−1.1676271
0.77124323


MT-CO3
−0.4835282
0.33258417
1.16501721
0.29632562


CD14
−0.2255508
1.1618252
−0.0394213
0.39682377


CCNK
−0.0803625
−0.2435617
−1.1615384
−0.0180263


SON
0.2930706
−0.723822
−1.1568301
0.47072176


FAM65A
0.02114799
0.10674684
−1.153156
0.57175245


RUNX2
0.26753735
−0.0673458
−1.1509865
0.62001825


NFAT5
0.43966001
−0.3438441
−1.1497174
0.487456


EMR2
−1.1482367
−0.3646666
−0.5344985
0.46457246


LOX
−0.0097495
−0.7443344
−1.1457178
−0.0312525


ANP32B
0.14811145
−1.1378669
−0.7758419
−0.1525176


DACH1
−1.1367624
0.29143604
−0.734726
0.87622688


SAMD9L
0.31020835
0.60597837
1.13509854
0.81730475


LRP1
0.61268665
−1.1348502
−0.9422073
0.48383424


MXRA8
0.32984102
0.15374021
0.37564714
−1.1340805


MAP1B
0.5115714
−0.2087157
−0.8254015
1.13346819


GBP1
0.03477046
0.44000044
1.1303804
0.32261185


CCDC88B
1.12953438
0.91736448
−0.0559382
0.49998204


PGF
−0.5222585
0.11458045
0.20421268
−1.1259466


WASF1
0.05036229
−0.2231193
−0.13366
1.11911897


ABCA1
0.42721694
0.08687954
−0.4123377
1.11647413


DSG2
0.20236697
1.11575342
−0.6391983
0.66454434


SRGAP1
−0.0349331
−0.3728424
−1.1070133
0.64166275


TRANK1
0.99444151
−0.3991849
−1.1068927
0.69698881


HIC2
0.11527956
−0.2538066
−0.0461373
1.10425129


KIRREL
0.25838526
−0.1205885
−0.1702649
−1.104014


MKI67
0.4867459
−0.3081071
−1.1037905
0.70931992


HIST1H4K
−0.2156987
−0.2934607
0.94457425
−1.1018549


EYS
0.37334583
−0.5396395
−1.1018225
0.31710378


NDUFB1
−0.1938241
0.24759739
0.30761455
−1.098758


ZFP36
0.48479605
0.45087036
−0.8839947
1.09444208


RGCC
1.08461982
0.1789841
0.15342221
−0.4831311


TICRR
0.2108576
−0.4013499
−0.3351883
1.0796965


BCORL1
0.29674532
−0.7578045
−1.0621236
1.07842476


QSER1
0.21001806
−0.3012598
−1.0745008
0.28312994


ZNF804A
−0.1552824
−0.1641029
−0.1476532
1.07130476


CCDC107
−0.3016173
0.79366283
0.67974971
−1.0712081


TRIM14
0.30554472
0.49553909
−0.3121917
1.06671873


SEPHS2
0.07188116
−1.0654829
−0.2648831
−0.2372006


OAS3
−0.1419907
1.06430862
−0.5552335
0.96237942


HIVEP3
1.06120211
−0.3847046
−0.9928498
0.55795123


DAP
0.03699283
−0.7187563
−1.0611614
0.14920605


EP300
0.22775632
−0.2058586
−1.0605785
0.63766128


HIPK2
0.30973459
−0.625363
−1.0593831
0.77960613


CRYL1
−0.4342605
0.1986127
−0.1967358
−1.0572807


ADNP
0.09764623
−0.3730778
−1.0556177
0.36032707


UBL5
−0.0398895
0.2158329
0.1225837
−1.0554302


LONRF2
0.19257195
−1.0522365
−0.4813123
0.11330967


ZMIZ1
0.39051171
−0.3416421
−1.0463175
0.71269777


PEX7
−0.2555182
0.74870317
0.2318023
−1.0461369


TRIM22
−0.1291734
0.43486453
−1.0458303
0.66443171


HIST1H3C
−0.236828
0.09898507
−1.0458303
−0.2756738


DUSP23
−0.5736764
0.07823363
−1.042597
−0.6506835


PML
0.17509999
−0.1606207
−0.1263692
1.0409416


PTGS1
−0.644067
−0.1423909
−1.0392153
0.24579125


PLCD4
0.58829374
−0.3698972
−1.0366483
−0.6118727


MRPL43
0.02434269
0.30720908
0.0673465
−1.0358881


LMLN
0.0584856
−0.2993258
−1.0356128
0.43055772


TPP1
0.25787154
−0.0224647
−1.0352202
0.80260583


HIST1H4D
−0.1523439
0.02678756
0.07260453
−1.0338073


BHLHE22
0.84447004
−0.3029683
1.0333753
0.31425891


RAC2
0.35808516
0.50528824
−1.0261776
0.33668025


CDCP1
−0.3434544
−0.6335388
−1.0260552
0.50099988


KMT2A
0.49947188
−0.3113809
−1.0244917
0.9623194


TCIRG1
−0.0568849
0.0708318
1.01924123
0.3686595


FYCO1
0.61438847
−0.997829
−1.018591
0.48093687


NAV1
0.38924411
−0.4341749
−1.0147577
0.16921684


CENPF
0.42862904
0.03319866
−0.1285281
1.01437395


PTPN12
0.13059914
−0.7024465
−1.008294
0.09625941


MAMDC4
−0.0337778
−0.2717828
1.00766345
0.07979122


PEAK1
0.42636878
−0.6044548
−1.0027593
0.06128411


AHNAK2
1.00267349
−0.5150554
−0.7209908
0.80047227


NCOA6
0.59679242
−0.4330229
−1.0003214
0.72866641


PTRHD1
−0.2496686
0.26284598
0.03301546
−0.9999594


IGFBP3
−0.0083693
0.23051347
0.9997056
0.05070075


GSE1
0.3012102
−0.5855585
−0.4458471
0.99851194


HPRT1
−0.0138153
−0.9976442
−0.8006981
−0.2256058


INCENP
0.33677122
−0.0505206
0.02128117
0.99726922


RPRD2
0.21639054
−0.0227392
−0.6406683
0.99383304


PLEKHG2
0.14959398
−0.1803355
−0.3843273
0.99164809


MTUS1
0.9891786
−0.7554818
−0.3079831
0.45861058


ROMO1
−0.075124
0.25388424
0.11375394
−0.9849351


SCAF4
0.23897134
−0.5273573
−0.9839867
0.73519729


ZMYM3
0.1437086
0.11495333
−0.3044171
0.98066388


ZNF32
0.12872572
0.29144493
0.05536028
−0.9779282


HTRA1
−0.2280955
0.14265745
0.11840367
−0.9764346


PRRC2C
0.35071405
−0.1652916
−0.9756104
0.90514103


SGCB
0.12121462
−0.3350771
−0.4887875
0.9748984


PRR12
0.31763133
−0.6850117
−0.9695994
0.69110584


NIPBL
0.33050465
−0.7355763
−0.9680475
0.24550172


HIST1H4C
−0.1672742
0.10211209
0.02360819
−0.9672796


PMVK
0.15279751
−0.9665166
0.09814498
−0.308098


MAP2K3
0.08241877
−0.6944746
−0.9601106
0.13790536


LAMTOR4
−0.1491644
0.18264958
0.00561578
−0.9597033


EPHB4
0.30139358
0.06608928
0.05046969
−0.9592366


C21orf67
0.00976938
0.95765745
−0.2309025
0.32537538


ZMIZ2
−0.1680968
0.09659525
−0.289224
0.95741421


RPS18
−0.1046989
0.18103916
0.07115236
−0.9563046


PHACTR4
0.14878318
−0.1290776
−0.4388188
0.95574589


S100A6
−0.0449636
0.17273931
0.9549477
−0.6335333


RUNX3
−0.1285263
−0.9547057
0.05886197
0.39110508


PTP4A1
0.12562581
−0.7162147
−0.9501469
−0.0399866


NSRP1
−0.0840151
0.29114616
0.07523641
0.94934661


CHAMP1
0.2641776
−0.061881
−0.9452495
0.92827972


SEC22A
−0.1763303
0.04969652
0.01218869
−0.9443834


RPS10
0.0521097
0.32133216
0.187609
−0.943421


EFNA5
0.09591948
0.28201694
−0.4482544
−0.9404129


ZFP36L1
0.09255463
−0.03629
−0.9375689
0.5600723


TBC1D7
−0.0627878
0.05883048
−0.1853933
−0.9365536


FOS
−0.0068944
0.93566798
−0.1515304
0.37993188


ADAMTS5
0.17378947
−0.597037
−0.5808157
−0.9341167


C15orf52
−0.2118316
−0.7227749
0.13276681
−0.9341167


NUDT2
−0.1455226
0.25967918
0.30780043
−0.9323624


CREB3L2
0.10023243
−0.2410613
−0.9314225
0.86276453


SEC63
0.14934785
−0.5354326
−0.9308545
0.13340559


PCBP2
0.04987286
−0.0394607
−0.9306552
−0.0776712


EPB41L1
0.56541984
0.06961527
−0.6064192
0.9253706


RPS3A
0.07163863
0.05682431
0.18214075
−0.9252828


SMNDC1
−0.0692168
−0.5590946
−0.9236545
0.21189466


IFI27L2
−0.0866673
0.05998045
0.28017713
−0.922902


VDR
0.06976031
0.13290143
−0.2664268
0.92196745


PTPN14
0.48205476
−0.4965729
−0.9213774
0.78114055


RPA1
0.30164496
−0.9213504
−0.3120327
−0.0028605


GPC4
−0.1090106
−0.9187263
−0.607676
0.29335569


NAF1
0.30257622
−0.5312605
−0.9157635
0.15843862


GATAD2B
0.43585142
−0.3364681
−0.9139008
0.68869668


C10orf12
0.40408291
−0.2807151
−0.9119921
0.82210224


POLE4
0.04612104
0.14400089
−0.034875
−0.9113613


PROSER1
0.0222151
−0.1515912
−0.9101879
0.58193352


R3HDM1
0.08283854
0.04721923
−0.9094027
0.45148306


STXBP1
0.35663077
−0.4703101
−0.9092918
0.54331046


PIK3CD
0.22892846
−0.0045877
0.1728646
0.908914


KMT2C
0.26336954
−0.3605869
−0.9088592
0.6005487


DISP1
0.01691058
−0.2025554
−0.1646181
0.90633633


MED30
0.08628878
−0.0616118
0.11439065
−0.9018805


CNOT6
0.40970014
−0.6256697
−0.9014494
0.21629706


POP7
−0.1532846
0.08626463
0.11540445
−0.9012932


UQCR11
−0.0467395
0.03333818
0.00254441
−0.8998578


MRPL13
−0.0403306
0.13461203
0.1482989
−0.8977186


AFF1
0.42366746
−0.1274649
−0.6364188
0.89763005


USE1
0.14787306
0.09290884
−0.116306
−0.8972467


MED25
0.17391447
−0.013439
−0.1177897
0.89670523


KCNMA1
0.19664352
−0.5673327
−0.8957927
0.00351517


RNF213
0.59732716
−0.1003189
−0.5463444
0.8936837


MRPL54
−0.0499691
0.43212516
−0.0739844
−0.8929659


NXT1
−0.1251647
0.12862057
0.01323725
−0.8911934


ASAP1
0.25644723
−0.1445016
−0.8900354
0.6159554


MYRF
0.31031317
0.88970737
−0.0754236
0.61639206


SF3A2
0.22604264
−0.0850332
−0.2709879
0.88689089


BRPF3
0.0173829
−0.4066345
−0.6844504
0.88530968


NDUFA13
−0.2701047
0.07319257
0.03117576
−0.8827915


TMEM18
−0.2813936
0.19101209
−0.004335
−0.8783266


MKL2
0.52903668
−0.530769
−0.8780809
0.64455523


NAV2
0.21650514
−0.4126277
−0.7283668
0.87763418


ARHGAP30
−0.5108134
−0.8775704
−0.6567143
0.30119336


EEF1B2
−0.1682227
0.16702852
0.16339712
−0.8773841


PGAP1
0.50218346
−0.6667299
−0.6605524
0.87634831


EHD2
0.13385363
0.00422457
−0.875667
0.70565097


TACC3
0.15016803
−0.4554933
−0.2779966
0.87520113


FBRSL1
0.04290985
−0.2413952
−0.2078766
0.87424255


ZNF704
−0.8737058
−0.4653351
−0.4152791
0.03395607


IGFBP4
0.24317303
−0.8733671
−0.5665169
−0.0502305


IQSEC1
0.39284499
−0.0026487
−0.8714528
0.45861417


SUZ12
0.02440281
−0.7807132
−0.8710514
0.21634094


NPM3
−0.163286
0.3019828
0.12827919
−0.8701307


HSBP1
−0.0627247
0.12124873
0.12726812
−0.869425


CD4
−0.8461443
−0.8693469
0.04531473
0.68015175


BCL3
0.86876902
0.11926206
−0.2072062
0.44149448


FBLN1
0.29137437
−0.4219101
−0.6170268
−0.8677751


FAM122B
0.23907077
−0.3407692
−0.8673955
0.16584691


AFF3
−0.5720862
0.16400536
−0.7618979
−0.8669188


SIVA1
−0.1561811
0.3087107
−0.0712679
−0.8656761


PHF5A
−0.1701548
0.11244088
0.13886836
−0.864815


ABL2
0.36216146
−0.2451381
−0.8638198
0.45179241


RSL24D1
−0.2389157
−0.0389964
0.30423202
−0.8637014


PABPC1
0.26519502
−0.6777439
−0.8630539
0.39365829


SKI
0.38623209
−0.324062
−0.8616356
0.46164583


CYP51A1
−0.4211367
−0.3515389
0.16786758
−0.8610433


KDELR3
−0.2800236
0.16643045
−0.0794664
−0.8576793


COX7B
−0.0728593
0.02595875
0.12631499
−0.8515755


CREBBP
0.21570396
−0.2994133
−0.8498336
0.50680887


PARP10
−0.0871189
0.84909812
−0.087318
0.39780405


FAM98B
0.19335649
−0.6535028
−0.8463523
0.15103079


PPTC7
0.31887066
−0.648637
−0.8459845
0.12440082


FUOM
0.31517029
−0.1921098
0.18463805
−0.8435553


NCOR2
0.08793661
−0.7958127
−0.8432483
0.27145866


PRADC1
0.02138664
0.32502702
0.15063122
−0.8404689


PDE4A
0.41208157
−0.7789678
−0.8388351
0.71554887


RAB32
−0.0783444
0.1962406
0.18568248
−0.8383766


INO80D
0.61924075
−0.2778023
−0.8366363
0.54465976


SNRPG
−0.2083257
0.11393086
0.15297169
−0.8362501


GRIN2D
0.23321949
−0.5385676
−0.8356754
0.64094294


ANPEP
0.04920187
−0.1823364
0.83558492
0.61663112


POU2F1
0.52119873
−0.3031778
−0.8354182
0.58917193


TNC
0.23920999
−0.1158839
−0.1121215
0.83383536


CBFA2T2
0.33570197
−0.8326576
−0.3465489
0.04924959


AAK1
0.1856245
−0.2223762
−0.831877
0.62966734


CLSTN2
−0.8316578
−0.0616129
−0.3307678
0.49855509


GTPBP8
0.05263293
0.08803591
0.12022169
−0.8311549


42435
0.28832563
−0.477238
−0.8308778
0.19230068


HNRNPD
0.18338378
−0.6804024
−0.8305738
0.16050471


MBTPS2
0.0157453
−0.6124772
−0.8302701
0.38606525


RPL39
−0.0756471
0.15926055
0.01084592
−0.829471


SMG1
0.44622043
−0.369879
−0.8288789
0.47281465


PCBP1
0.01433314
−0.8284412
−0.7390134
−0.1771649


PRRC2A
0.31915189
−0.2012566
−0.5119764
0.82592776


TNS1
0.31101782
−0.4718121
−0.8250795
0.52408358


TIMM8B
−0.2764193
0.31007369
0.18058668
−0.8246337


PLAGL2
0.14293625
−0.1158242
−0.8221324
0.37347501


TENM3
0.41047309
−0.091705
−0.4755345
0.82147404


MLLT1
0.20208066
−0.2058262
−0.0349525
0.82104198


LAT2
0.82097457
−0.1832742
0.07354103
−0.279438


SETD1B
0.40483959
−0.2945494
−0.8206969
0.48389261


KIAA1958
0.59930088
−0.1756622
−0.8198741
0.07151379


LSM1
−0.3020394
0.34480664
0.33368229
−0.8191136


ZNF592
0.00247617
−0.1202697
−0.4118149
0.8180076


ADAMTSL1
0.25156762
−0.0303982
−0.8178706
−0.4151771


ZNF92
−0.1575241
0.12210341
0.01481409
0.81672964


KIAA1522
0.16347146
−0.4251744
−0.445729
0.81644284


SYNE1
0.57991828
−0.181169
−0.2037623
0.81586155


HCFC1
0.35373061
−0.2882014
−0.5591182
0.8145383


NME1
−0.1639874
0.13818927
0.10511808
−0.8143385


HELZ2
0.63364926
0.81426182
−0.1169531
0.78278495


CISD3
−0.0228505
0.07775769
0.20708068
−0.813324


ZNF124
−0.031357
0.07475476
0.18144363
−0.8111291


FAM189B
0.39203737
−0.8097164
−0.7890085
0.39535966


TPT1
−0.1378906
−0.1575933
0.02870474
−0.8093746


RPS7
−0.103865
0.14510085
0.16029106
−0.8092512


COX5B
−0.1190987
0.31259579
0.11797873
−0.8091611


RPS14
−0.1048589
0.20532268
0.09554905
−0.8077213


TANC2
0.39889691
−0.2159074
−0.6530988
0.80712455


TMEM14B
0.0661944
0.09143667
0.05982025
−0.8064157


FIS1
−0.1076721
0.17633828
0.00063911
−0.8060077


IGF1R
0.41095629
−0.2472216
−0.4883125
0.80494545


PSKH1
0.14922312
−0.8032981
−0.6000047
0.10837456


PPARGC1B
0.53861154
−0.8030216
−0.6181232
0.42281767


ZMAT3
0.39405547
−0.316103
−0.8028064
0.26457182


LRRC45
0.06369296
−0.0251713
0.39008585
0.80272564


AHNAK
0.80252471
−0.3304762
−0.7140354
0.64920927


DTX3L
0.41134465
0.80231874
−0.2993922
0.48085892


TGFBI
−0.2570389
0.20078175
0.80007934
0.3704835


ATHL1
−0.4820053
0.05610773
0.37925368
0.79979154


RPS16
−0.0793584
−0.1040892
0.27233511
−0.799492


RPL35
−0.0450226
0.22842584
0.08062743
−0.7976596


SRP68
0.30247772
−0.7973084
−0.6918842
0.11623962


CENPE
0.23065233
−0.0413186
0.07030087
0.79692695


MRPL14
−0.0778284
0.19039514
0.11679956
−0.7968487


MDC1
0.18231103
−0.1840901
−0.7967524
0.39226963


TAGLN
−0.1880335
0.23825082
−0.0002553
0.79664514


RRAGC
0.24873646
−0.2194246
−0.7960555
0.11665213


PRLR
0.26642442
−0.1394492
−0.2929194
0.79468347


LSM10
0.04944863
0.04640834
0.13394797
−0.7933342


SCOC
−0.0486636
0.01196196
0.11514851
−0.7927906


CBLL1
−0.071392
0.11923917
−0.0644541
0.7925952


NID1
0.18092863
−0.1820773
−0.402495
0.79196821


CD9
−0.2391149
0.09497988
0.11751343
−0.789786


COX7A2
−0.1193055
0.35903906
0.14123531
−0.7895833


CD37
0.49670855
−0.1425112
−0.3714225
0.78933122


COPRS
−0.1437362
0.28611786
0.07522103
−0.7885504


ASPM
0.33369108
−0.0784854
−0.1079878
0.78840583


WIZ
0.15082338
−0.0705928
−0.2584074
0.78780715


BST1
−0.209103
0.47712543
0.73517824
−0.7874461


PALLD
0.39694283
−0.1592997
−0.4549311
0.78671184


YLPM1
0.34176731
−0.4217563
−0.7859372
0.36717171


NOTCH1
0.45086414
−0.1304755
−0.2410426
0.78579311


CIC
0.25634133
−0.1177541
−0.1046079
0.78541621


ZYX
0.07922594
0.06511483
−0.3625228
0.78421339


TIMM10
−0.1540232
0.28267365
0.226671
−0.7840437


NIPSNAP3A
0.00469986
0.02211522
0.09744615
−0.7839678


FIGN
0.22682535
−0.0084107
−0.7837551
0.27918817


FAT4
0.78308508
−0.1484281
−0.6125628
0.69316549


ROBO1
0.14394207
0.00630321
−0.2918826
0.78262364


NR2F2
0.34044348
−0.2904713
−0.6770023
0.78192188


COMMD8
−0.1638725
0.08006183
0.07059501
−0.7818436


SERPINE1
−0.3523706
0.09793959
0.78112786
0.12019996


TMEM256
−0.0413693
−0.0573964
0.21214912
−0.7799032


UBR4
0.58840114
−0.3675312
−0.7789172
0.72565492


HECTD4
0.37131594
−0.3080995
−0.7786593
0.40814595


RPS6
−0.0963535
0.15548676
0.08034564
−0.7784045


CTDNEP1
0.29334372
−0.1067906
−0.7770331
0.2130949


LOXL2
−0.0336902
−0.3188399
−0.2365684
0.77685804


USP42
0.26802881
0.13249488
−0.2979633
0.77638395


PTPRJ
0.18580018
−0.2979844
−0.7740726
0.35677512


CABIN1
0.30310761
−0.0876353
−0.2532643
0.77387115


SOGA1
0.51105214
−0.2060559
−0.7736271
0.4511261


DST
0.7729289
−0.2501636
−0.5746267
0.70327288


GNG11
−0.0349802
0.01810362
0.45306584
−0.7726608


TRRAP
0.43809068
−0.4272642
−0.772268
0.45267478


UROS
−0.0284145
0.11843949
0.00560396
−0.7716316


ERH
−0.1117409
0.19354875
0.16762421
−0.7711759


RPL34
−0.0692139
0.1183294
0.24209863
−0.7711529


RAB40B
0.31661695
−0.1574102
0.13823004
−0.7705081


DDIT3
0.03874243
0.40775201
0.56825392
−0.7698485


NFIA
0.37702409
−0.1676769
−0.7688595
0.21744402


MGRN1
0.14211351
−0.2371295
−0.7688408
0.35480674


GPNMB
−0.0055129
0.05361348
0.76861783
0.28883015


EPAS1
0.11013651
−0.0734968
−0.3277844
0.76809628


TRIP4
0.1565607
−0.7680757
−0.2943887
−0.1470014


FAM96B
−0.0488291
0.19102142
0.11482978
−0.7676815


LSMD1
−0.0470343
0.26338638
0.0664862
−0.7661386


SERPINB6
−0.0286489
0.01085542
−0.0527733
−0.7657182


PODXL
0.04990762
−0.7656351
−0.4796134
0.38991377


KIAA0895L
−0.3972427
0.0302244
0.76470905
0.22345461


HAS2
−0.5691384
−0.6286967
−0.7626376
−0.1724125


DGKH
0.08549837
−0.3301811
−0.762435
0.46993266


PTCH1
−0.4050242
−0.2322929
−0.5125555
0.76188367


FOXRED2
0.2911416
0.06242902
−0.4776138
0.76133341


CSF1
0.18249634
−0.0037474
0.03016121
0.76098925


FLYWCH2
−0.085166
0.07676486
0.06937554
−0.7605429


SAP130
0.2998304
0.1168796
−0.587572
0.75983942


ALKBH7
0.04656605
0.14162516
0.39077591
−0.7587919


NDUFA1
0.05723049
0.23994137
0.17208478
−0.7586538


TARDBP
0.18082544
−0.758394
−0.5073501
0.22415123


MYL6
−0.1088926
0.19294293
0.07178039
−0.7582488


PACS1
0.21995978
−0.17497
−0.7581394
0.57138478


GYS1
0.0617858
−0.0821535
−0.2399361
0.75732173


GSTO1
−0.1683602
0.07042909
0.06744613
−0.7560615


TNRC6B
0.47534861
−0.2716117
−0.5624099
0.75567458


POLB
−0.0697952
−0.1862425
−0.0227756
−0.7556041


ARHGAP1
0.04601187
−0.1672981
−0.1700233
0.75515187


C10orf76
0.1826102
−0.7550102
−0.1842698
0.09295404


FUNDC2
−0.0673324
−0.1121169
0.00299169
−0.7549547


CHTF8
0.21582465
−0.7544197
−0.0754046
−0.0249082


SH3PXD2B
0.16600832
−0.2602101
−0.2589705
0.75413768


POLR2F
−0.0499993
0.25042289
0.11836952
−0.7537528


MPC1
0.05449976
−0.0440483
0.2042987
−0.75338


SELT
−0.0544388
−0.0187135
0.06242997
−0.7533545


PARP14
0.393569
0.75271806
−0.0106497
0.50233629


CHCHD2
−0.1179104
0.15237015
−0.0282455
−0.7526611


CBL
0.38774294
−0.1684004
−0.577353
0.75180148


CGNL1
0.53108476
0.75071271
−0.1217007
−0.3856639


WNK1
0.34198436
−0.3607998
−0.7485527
0.72044065


SNRPD2
−0.0133937
0.23330077
0.13849688
−0.7484995


DLGAP4
0.13459903
−0.3127174
−0.7482435
0.52364621


PDCD10
−0.0898093
0.06343052
0.26653888
−0.7480098


MBNL3
0.16061597
−0.3917519
−0.500039
0.74671738


POGZ
0.00988818
−0.0448218
−0.5682575
0.7459217


PFDN5
−0.1625893
0.13888799
0.19166138
−0.7453253


NUP214
0.15601117
−0.0046293
−0.6036456
0.74416114


TBCA
0.055192
0.18619778
0.25897634
−0.7440489


EIF5B
0.1730178
0.04756018
−0.3010001
0.7439431


RNF26
0.18626802
−0.5766802
−0.7436638
0.35169347


DAG1
0.20057417
−0.0143688
−0.2456884
0.7431593


C18orf54
0.38093522
−0.5884877
−0.7412145
−0.3347837


DOT1L
0.16584165
−0.1330813
−0.2489036
0.74043237


WIPF1
−0.011798
−0.2568072
−0.7399232
0.56279199


RPS29
−0.1852548
0.1804712
0.15456511
−0.7378582


PGRMC2
0.06212032
−0.426523
−0.7372997
0.08295774


TET2
0.15915101
−0.2542669
−0.2007536
0.73690033


CCNYL1
0.25136473
−0.7368267
−0.7003753
−0.0593294


EIF1
0.00609732
−0.7360113
−0.4955177
−0.0752403


MYO18A
0.73567853
0.12921304
0.03202898
0.42485317


MAML2
0.226234
−0.0442136
−0.7353574
0.58903297


PIP5K1C
0.29006792
−0.1600166
−0.4797228
0.73498584


AHDC1
0.5993769
−0.7338343
−0.5498448
0.61378138


TFCP2
0.02149895
−0.732314
−0.1907679
−0.0433242


PDE6D
−0.2191787
0.18466146
−0.0721636
−0.7319449


DNPH1
−0.0009827
0.43033483
0.05018163
−0.731735


MRPL11
−0.2065935
0.20420573
0.0968399
−0.7316706


PSME4
0.10201225
−0.3653041
−0.7315674
0.38802209


RPL36
−0.084052
0.34458076
0.08880894
−0.7315631


SERTAD2
0.24002861
−0.1227343
−0.730537
0.67647607


RPL41
−0.2716021
0.13563552
0.52903602
−0.729796


COL7A1
0.11995451
−0.0878979
0.72949751
0.65470857


AKNA
0.28230134
−0.1777801
−0.7283938
0.65683736


SCD
−0.2419056
−0.1619073
−0.1931494
0.72703107


CKS2
−0.1410467
0.14312957
0.28343282
−0.7267607


ATXN2L
0.01859455
−0.1503499
−0.7265556
0.44844491


HTT
0.49508707
−0.5529385
−0.7259824
0.53105367


ERC1
0.37104825
−0.3724619
−0.7258559
0.21760705


NF1
0.42180479
−0.2394217
−0.725719
0.513972


MED12
0.27650641
−0.2342678
−0.3113031
0.72569994


TLE4
0.12144083
0.12978182
−0.0361115
0.72560109


LPP
0.50431793
−0.2446502
−0.7254972
0.49327753


SLC9A8
0.03875178
−0.2144372
0.00618336
0.72538523


EGFR
0.38312923
−0.2998069
−0.3962258
−0.7249009


DPY30
0.0656528
0.21761208
0.16088905
−0.7242833


EPHX4
−0.1245721
0.44176576
0.03589257
−0.7240398


PRPF8
0.37693059
−0.4239123
−0.7235068
0.4921559


ZNF618
0.41176559
−0.7229669
−0.6866991
0.38673342


BCL6
0.22823065
0.04170323
−0.2332596
0.72287798


CRLS1
−0.1251186
0.1250749
0.1587039
−0.7226358


FAM193A
0.04144894
−0.2711487
−0.2929548
0.72248874


NDUFAB1
−0.0775336
0.10604635
0.20104417
−0.7220407


CNOT4
0.05292941
0.12393884
−0.4111783
0.72189865


INPP5D
−0.7216967
−0.6089731
−0.0359974
0.50315767


SAMD9
0.34438331
0.43587608
0.23156093
0.72114206


FMNL1
−0.0834219
−0.7211033
0.15431922
0.60694859


ID3
−0.0144504
0.27775256
0.17374693
−0.7202375


SEMA6A
0.01900555
0.20727855
−0.7193101
−0.2190822


KIAA1671
0.36509288
0.0321638
−0.5091207
0.718559


BMPR2
0.25979634
−0.3695584
−0.7181442
0.45786169


WWTR1
0.09179175
−0.4702416
−0.7171373
0.10892678


SMARCD1
−0.0197837
−0.0282116
−0.1519902
0.71673871


HIST2H2AC
−0.2313772
0.13777708
0.13924985
−0.7160745


PITPNB
0.11279214
−0.7155989
−0.5015428
0.01916005


STRA13
0.04236656
0.3744062
0.1215577
−0.7151861


RAVER1
0.21478404
0.1352911
−0.6702627
0.71509435


MZT2B
−0.0149868
0.22641403
0.00839144
−0.7146902


NBEA
0.71446513
−0.1443396
−0.6738816
−0.6327659


RPS21
−0.0777348
0.12780467
0.25215885
−0.714458


GBF1
0.19767302
−0.1077357
−0.3115526
0.71368254


MACF1
0.71273782
−0.2650445
−0.6033934
0.62222288


TGFB1
0.04520907
−0.4679573
−0.4839856
0.71241656


UBA7
−0.6277551
0.10560167
−0.7120835
0.5755638


PURB
0.3164115
−0.4147733
−0.7119658
0.29828456


AXL
0.17297792
0.00271035
0.54846146
0.71101284


PER2
0.71004508
0.3531763
−0.1795497
0.5916787


KIFC2
0.08580007
−0.0209064
0.70865803
0.43097591


ARHGAP17
0.15876769
−0.307002
−0.7081354
0.30144804


MRPL41
−0.096754
0.35368377
−0.0431797
−0.7080853


ATG2A
−0.0158203
−0.0843652
0.01655914
0.70785673


CLEC16A
0.12376776
0.0158437
−0.4114063
0.707486


LSM6
0.00839272
0.24468743
0.11536032
−0.7073889


GUK1
−0.045038
0.11951347
0.01707708
−0.7071225


HRSP12
0.34779115
0.23142426
0.38655933
−0.7069435


MKL1
0.12364429
−0.0876691
−0.1813776
0.70680803


HIGD1A
−0.1541454
0.06703937
0.13931492
−0.7068047


BAZ2A
0.27087643
−0.2024223
−0.4109497
0.70613196


ZXDC
0.07622292
−0.2076556
0.03666342
0.70611099


OSBP
0.15427342
−0.4345115
−0.7060369
0.29556177


ZNF689
−0.1220564
0.25835345
0.15268599
0.70597013


KLF6
0.27019634
−0.7058116
−0.6207123
0.05114733


PHF10
0.05655259
−0.3345838
−0.7055559
−0.0003914


GLRX2
−0.0154692
0.25891862
0.35878476
−0.7053188


CCDC174
0.11668438
0.14181537
0.02682206
0.70500187


BLVRB
0.1336541
0.31060346
0.10027175
−0.7044515


PTPN23
0.01972183
−0.4015182
−0.7041025
0.43721098


EMG1
−0.2200704
0.18357813
0.07894595
−0.7038584


MYL12B
−0.1642617
0.16047911
0.06633748
−0.7033651


ZNF524
−0.0261445
0.07582754
−0.0248164
−0.702734


ATP6V0B
−0.2075754
0.21741715
0.06651797
−0.7020792


MYEOV2
−0.1171961
0.05216563
0.1165658
−0.701866


CDKN2AIPNL
−0.0156442
0.00657345
0.0848714
−0.7016626


ARL16
−0.3524384
0.0614444
0.00331368
−0.7012973


MAFB
0.52197647
0.70068724
−0.4615867
0.31545919


MTF1
0.28471497
−0.5257905
−0.5880104
0.70009838


MYO1F
0.54607575
0.01897796
0.69937628
0.30594668


ZCCHC24
0.42829079
−0.1630082
−0.3868945
0.69927792


RP11-
0.34466969
−0.6876957
−0.4673936
0.69896676


1055B8.7


C20orf24
−0.0464426
0.36200074
−0.070348
−0.6983517


HIST1H4B
−0.3025428
0.12150336
0.04573338
−0.6965536


RRBP1
0.14382158
0.06177326
0.01469708
0.69632725


SF3B4
−0.0122454
−0.2830901
−0.5210705
0.69507176


RBM47
0.69470234
0.31734915
−0.1631805
0.38064037


NFYA
0.08597344
−0.6945983
−0.358348
0.09846193


PTPRS
0.25738687
−0.0894199
−0.2596879
0.69454441


EPS15L1
0.2011242
−0.694443
−0.43677
0.49688921


PEX2
−0.0654033
−0.0165174
0.05594961
−0.6943061


IFITM3
−0.1671234
0.48203094
−0.0679501
0.69341979


PHPT1
−0.0849785
0.22920037
0.12021693
−0.6931218


ZFAT
0.12955857
−0.105526
−0.1542274
0.6929942


MLXIP
0.29574583
−0.4859208
−0.6927137
0.45213406


SNRPB
−0.0522575
0.16015699
0.11578603
−0.692679


SEC16A
0.33121856
−0.356288
−0.5086548
0.69236329


NEK9
0.2099789
−0.691938
−0.1993717
−0.2291059


CAMK1
−0.2879642
−0.1073967
0.1886332
−0.6918794


HUWE1
0.64680448
−0.2516549
−0.6610089
0.69130864


UQCC2
−0.0780903
0.28438104
−0.0039675
−0.6912245


ZNF703
0.02118213
−0.4464337
−0.690966
0.59041746


TMEM251
0.2529558
−0.4407704
−0.1814064
−0.6902947


BOD1L1
0.30661434
−0.1677215
−0.2478845
0.68990842


RPL31
−0.1042739
0.18195522
0.24169139
−0.689805


RPS8
−0.0722204
0.23475319
0.09595389
−0.6895767


FAM214B
0.22963929
0.1963179
0.6893649
0.46258683


TMSB4X
−0.0491079
0.12849384
0.16832894
−0.6885786


RNF7
−0.1143546
0.14505612
0.25273506
−0.6883554


MAP1LC3B
0.01897982
−0.6317002
−0.6881106
0.03555737


BICD1
0.20758907
−0.6880817
−0.6697518
0.27824299


TLK1
0.03497865
−0.1769765
−0.6880664
0.3242051


RPL24
−0.0182891
0.21094074
0.07940853
−0.6876611


MGLL
−0.2369213
−0.0206939
−0.6875989
0.31725033


PDRG1
−0.1229914
0.06867962
0.32776139
−0.6870351


SLX4
0.40052456
−0.1435945
−0.3020903
0.68636662


TMA7
−0.061059
0.06993837
0.21389414
−0.6857448


TMEM126B
−0.1269055
0.09187004
0.40594915
−0.6856293


FOXO1
−0.6846492
0.17118209
−0.4213793
0.58409549


MAP3K7CL
−0.438062
−0.4262716
−0.301055
−0.6833629


POLR2G
−0.1469537
0.24141416
−0.0308052
−0.683307


CLASRP
−0.2218105
−0.1034132
0.37471402
0.68321257


LRRC8C
−0.6827572
−0.1862476
−0.4784822
0.32815071


MRPL1
−0.1527666
−0.024246
0.23547482
−0.6827347


SYVN1
−0.0001284
0.25249928
−0.1135056
0.68217215


SIRPA
0.03009069
−0.2327874
−0.0732276
0.68155812


CASP2
0.1249507
0.03734615
−0.2469114
0.68132013


CDK4
−0.1193635
0.20776206
0.04619515
−0.6807022


RECK
−0.0057595
−0.0407534
−0.1237097
0.68049107


NDUFS4
−0.0355866
0.21776783
0.23579147
−0.6801904


ZNF460
0.44379629
−0.2456255
−0.5045584
0.67939411


FXYD5
−0.1721804
0.25340178
0.13590228
0.67927502


ANKRD52
0.33265339
−0.2005057
−0.6788763
0.67651402


RPL35A
−0.0805732
0.19241707
0.21813899
−0.6788188


BUD31
−0.1413041
0.20222861
0.27506481
−0.6785299


SGK223
0.07891851
−0.0638443
−0.0779862
0.67818531


UQCRQ
−0.1208104
0.29858669
0.13249748
−0.6780903


NR2C2
0.35099856
−0.1815148
−0.3598921
0.6779802


WDTC1
0.0369491
−0.0054894
−0.0613792
0.67762392


RPS19
−0.0657441
0.264047
0.03617435
−0.6769226


DYNC1H1
0.67666299
−0.3286523
−0.5360687
0.66019466


ISCA2
−0.0930466
0.36064507
0.06845716
−0.6766068


EFCAB13
−0.4879249
−0.5514199
−0.5085469
−0.6763095


LPAR6
0.00809963
0.04013862
−0.6762345
−0.3505345


SNRPA
−0.1132638
0.2610254
−0.0197595
0.67610147


RPS9
−0.0622337
0.19768013
0.02876004
−0.6735017


PATL1
−0.1398499
−0.0147962
−0.273253
0.67326926


ARID1B
0.27640285
−0.2431486
−0.6725589
0.19750408


PRDM2
0.12754439
−0.4792706
−0.6721999
0.2550488


KMT2E
0.14138375
0.03302055
−0.6721465
0.38582263


DPM3
−0.3141782
0.22541281
0.14423821
−0.6718572


NBEAL2
−0.0259705
0.0875084
0.01440937
0.67159457


HK2
0.20256083
−0.6713647
−0.3900092
0.41017983


ATP6V1G1
−0.1014226
0.19680945
0.19800597
−0.6712824


ZMYND8
0.14616929
0.03795236
−0.1947255
0.67105713


ZNHIT1
−0.1638636
0.24330263
−0.0038293
−0.6708862


RNF111
0.25614978
−0.1891329
−0.6700811
0.39697402


ELMSAN1
0.2480769
−0.0454292
−0.6698957
0.59761705


NDUFA2
−0.1894207
0.04456546
0.13522255
−0.6689256


AP2B1
0.22070255
−0.5345326
−0.6680332
0.21354084


NPRL3
0.08138371
−0.3975667
−0.667216
0.44778492


NDUFB7
−0.0584689
0.50413794
0.09651173
−0.6667978


VDAC3
−0.1016561
0.16172422
0.082809
−0.6664728


COX4I1
−0.1179971
0.19833835
0.10473529
−0.665061


LENG8
−0.2480121
−0.290675
0.02397865
0.66447969


POM121
−0.0373585
−0.3781447
−0.6644068
0.61685883


TPRG1L
0.23797832
−0.6643566
−0.2855898
0.08067928


ZFYVE1
0.25813763
−0.2455746
−0.0488257
0.66425522


DDX58
0.22708479
0.66409033
−0.2960837
0.53917234


ANAPC11
−0.0310072
−0.0675648
0.16452069
−0.6635919


FAM195A
−0.1280468
0.5476451
0.02063211
−0.6634027


FBL
0.20545222
−0.6632771
−0.0995856
−0.2496504


COL4A1
0.06097682
0.08222265
0.05065298
0.66257605


SAP18
−0.0592676
0.25766103
0.13588158
−0.6621962


COL8A1
0.34542176
−0.0039299
−0.661274
−0.0296311


GPX1
−0.2114787
0.3234247
−0.1068436
−0.6612646


C1QBP
−0.1691133
0.20664222
0.09452385
−0.6612329


TRIM25
0.13370604
0.01988975
−0.0570708
0.6610546


BOLA3
0.03820847
0.15090116
0.1162993
−0.6604122


AKAP13
0.46754593
−0.1767451
−0.3475739
0.66014789


MTERF
−0.1274601
−0.1146205
0.12889352
−0.6594901


TTC28
0.23124418
−0.0905523
−0.6594336
0.5301488


VBP1
−0.0939302
0.04120119
0.19609118
−0.6591449


PLEKHM1
0.10557984
−0.346892
−0.3085159
0.65913011


MAP1A
0.65870448
−0.1268322
−0.4585143
−0.0564045


RFX2
0.16660717
0.30261854
−0.0918528
0.65826559


SPTBN2
0.65773897
0.07256079
0.06462278
−0.3736431


SLC9A1
0.21555496
−0.1181106
−0.3775045
0.65755719


RNASEH2C
−0.129623
0.20559294
0.08920342
−0.6569488


RNASEH2B
−0.1555055
0.0057283
0.11718796
−0.656557


ZNF507
0.23508962
−0.430751
−0.6555491
0.25529056


ANKRD11
0.25388253
−0.4235929
−0.3709929
0.6543245


ZC3H7A
0.22862688
−0.2936765
−0.6540382
0.30215403


CD63
−0.0493749
0.12690151
0.12110333
−0.6539269


FASN
0.32764364
−0.5301338
−0.3561973
0.65373234


VRK1
−0.100069
−0.1563579
0.17672029
−0.651943


SIPA1L3
0.25763115
−0.3247721
−0.3480234
0.65173291


TRAPPC2L
−0.1142541
0.13288888
0.2544896
−0.6513163


LSM2
−0.1948055
0.00335126
0.18112901
−0.6512747


RPA3-AS1
0.12706361
0.02499609
0.12440744
−0.6504324


SGSH
0.18211862
−0.6499683
−0.3447606
0.59514005


CNTNAP1
0.62568463
−0.3610579
0.18420182
−0.6498898


ASXL2
0.45107431
−0.3562411
−0.6497617
0.61528649


ZC3HAV1
0.36946724
−0.0151081
−0.3182312
0.64967706


HNRNPUL2
0.330445
−0.649644
−0.2923807
0.57883747


UQCRH
0.02889511
0.1274419
0.09708469
−0.6496262


COA5
−0.1481261
0.31191961
0.18182268
−0.6493659


FOXP4
0.27457607
0.08373616
−0.6492951
0.59499349


CLSTN1
0.09314359
−0.2178548
−0.416466
0.6492879


HIST1H2AC
−0.221942
0.10300129
−0.0643994
−0.6488332


RABEPK
−0.2423888
0.37029466
0.20758468
−0.6487692


GPATCH8
0.36065644
−0.1654673
−0.4190748
0.64843932


ATP11A
0.20232777
−0.3616228
−0.3798197
0.64659016


DROSHA
0.146996
−0.2206603
−0.6461854
0.42486847


SAFB2
0.12624596
0.00681115
0.03749066
0.645737


SOS1
0.16531618
−0.2765128
−0.4532642
0.64557477


SMC1A
0.23168708
0.000014
−0.0382686
0.64520153


SLC37A2
−0.4601264
−0.3077019
0.64472407
0.46548704


UNC50
−0.0430429
0.2375202
0.24490606
−0.6445635


ACTR10
0.01336683
0.04280885
0.11937769
−0.6444256


IDS
0.17345858
−0.1524527
−0.6055529
0.64438574


IDS
0.17345858
−0.1524527
−0.6055529
0.64438574


TMSB10
0.00428988
0.25987954
0.03947516
−0.6441701


BAG3
0.01798977
0.02901065
−0.1994011
0.6433041


SERF2
−0.088517
0.14343808
0.02776844
−0.6428479


POLR2L
0.05690065
0.33861544
0.00508111
−0.6426752


LGALS3
−0.2498782
0.00758887
0.05489277
−0.6424445


ENG
0.23001436
−0.5838006
0.07091641
0.64236037


ZFAND1
−0.1112874
−0.0511364
0.25878969
−0.6423553


TIAL1
−0.1217041
−0.6423042
−0.5904268
0.00568302


RPL38
−0.0669938
0.2804294
0.17695113
−0.6421883


HSPG2
0.53877794
−0.3956217
−0.4659358
0.64198319


SF3A1
0.08170197
−0.2643141
−0.4414966
0.64192559


DMXL2
0.37273976
−0.2201187
−0.1950206
0.64184882


ZCCHC14
0.48564047
−0.2233681
−0.6417158
0.58466688


COMMD10
−0.0465881
−0.0667263
0.19938607
−0.641105


THBS1
−0.0500019
−0.2527757
0.64074912
0.21497247


SOX11
0.30768901
−0.3239856
−0.2209573
−0.6407452


PHF12
0.26237749
−0.0678985
−0.2444427
0.6403214


HERC1
0.63991795
−0.1599073
−0.1973418
0.48571048


THOC2
0.11956975
0.0040928
−0.0469516
0.63976694


UBN2
0.28652923
−0.3650121
−0.6394169
0.36378419


MSI2
0.6392879
−0.1500156
−0.0290522
0.30120435


LARP1
0.21666992
−0.4125232
−0.4583164
0.63921391


RWDD1
−0.1211373
0.10119799
0.11530031
−0.639069


RBM25
0.07266134
−0.0357925
0.13858936
0.63895869


BPTF
0.30462507
−0.2992659
−0.6385147
0.43841705


TOB2
0.13533031
0.04276188
−0.286996
0.63808771


RPS5
−0.0962698
0.2682929
−0.009331
−0.6378146


PHF15
0.63725539
−0.2936113
0.08938201
0.30821255


PPIL2
0.08179893
0.02592571
−0.0591188
0.63706339


EXOSC2
−0.0891163
0.04418046
0.03380647
−0.6368929


MRPL22
−0.111474
0.04377597
0.09855778
−0.6361087


KIF13B
0.63609306
−0.4912713
0.04309151
0.30249692


BACE1
0.08248482
−0.0932679
−0.6360369
0.36763469


RREB1
0.36929873
−0.2721441
−0.6356217
0.59453005


USP13
0.10721109
−0.1650747
−0.6354058
0.18024643


ASH2L
0.0284543
−0.6352788
−0.1526158
−0.0244145


SZT2
0.20336875
−0.1464573
0.08648636
0.63501242


PER1
0.17396108
0.16514707
−0.3825164
0.63496443


ODC1
−0.0802411
0.07120686
0.11517868
−0.6343775


FAM96A
−0.0696096
0.059885
0.22833084
−0.6341768


FDX1
−0.1965326
−0.0798717
0.01876547
−0.6334012


SAMD4B
0.12636222
−0.029846
−0.3521489
0.63249431


S100A4
−0.3110807
0.20360646
−0.0618069
−0.6316783


RUNX1
0.2277922
−0.2247395
−0.6309345
0.49990091


CHD6
0.3341391
0.0443692
−0.144227
0.62964069


GIGYF1
−0.0621294
−0.2072601
0.28963001
0.62956052


SLC29A1
−0.1630535
−0.0247497
−0.088028
0.62940686


FBN1
0.45360776
−0.0980688
−0.0543201
0.62938044


GRINA
−0.1498919
0.16185766
−0.2666019
0.62936135


AP1S1
−0.0780121
0.24562243
0.11483684
−0.6290629


NDUFB5
−0.0104284
0.09214701
0.30355745
−0.6288479


COL6A3
0.10017429
−0.208172
−0.6286416
0.56806965


KIAA1549
0.49430312
−0.2430173
−0.6280905
0.0273081


TET1
0.14602761
−0.1757865
−0.6279997
−0.2903597


HELZ
0.55744685
−0.1048788
−0.6278457
0.49445915


ADAR
0.22871069
0.11872656
−0.2449334
0.62776731


HNRNPA3
0.05047238
−0.2185763
−0.6277281
0.33617163


LYRM4
−0.1453657
0.37440031
0.00068331
−0.6272341


KLHL17
−0.1640517
−0.3485359
0.62678406
0.34482479


ZC3H13
0.22032524
0.06571592
−0.2938271
0.62665868


ATXN2
−0.030169
−0.3537733
−0.6266146
0.38922886


PRDM1
0.27835792
−0.0365875
−0.2959493
0.6264806


IPO8
0.27967744
−0.5675011
−0.6263311
0.04071775


THOC7
−0.1401775
0.04886786
−0.0402314
−0.6262613


ABCA2
0.1830956
−0.3900777
−0.0468332
0.62577825


TSC22D2
0.34222883
−0.1724656
−0.5858485
0.62544389


NSMCE2
0.05260604
−0.0605055
0.12558923
−0.6252565


ANLN
0.16392602
0.00018935
0.04656657
0.62480768


UFM1
−0.1435817
−0.096424
0.21603745
−0.6241482


BCL9
0.56159461
−0.0470708
−0.6241088
0.37093781


TMEM131
0.08083164
−0.3000232
−0.6240924
0.52870683


SSH2
0.24652964
−0.3771303
−0.6238067
0.55714596


RAB5B
0.09809168
0.10805603
−0.429187
0.62375699


TNRC18
0.48784284
−0.5145162
−0.360038
0.62357041


ATRAID
−0.0562984
0.04785495
0.00724475
−0.6230705


MANBAL
0.10492491
−0.6230144
−0.0353837
−0.5916132


HIF1AN
0.26065744
−0.5477942
−0.6228683
0.1757314


MIER2
−0.032639
0.10288943
−0.0257409
0.62276739


KIAA2018
0.44732845
−0.2438708
−0.6225954
0.58429501


KIAA1644
0.6224263
−0.5491356
−0.0680371
0.30529746


MDN1
0.56147949
−0.3797687
−0.4797704
0.62183271


ACBD6
−0.2437065
0.24631733
0.11890892
−0.6213328


TAF11
−0.1159853
0.05337567
0.02537324
−0.6213313


BCL7C
0.0559302
0.22597951
−0.0512092
−0.6197418


PRDX4
−0.1026349
0.03493906
0.04270317
−0.619098


SH3PXD2A
−0.541106
−0.3694972
−0.373055
0.61827145


NDUFA4
−0.0603049
0.1236355
0.19939653
−0.6182119


COX7A2L
−0.1056601
0.19660076
0.12680079
−0.617988


COL1A1
0.18281814
−0.617397
−0.4845399
0.28285743


PLGRKT
−0.311108
0.11616741
0.01102185
−0.6173045


PHLPP1
0.30927483
−0.2443999
−0.1989871
0.61716064


RPL7
−0.2782613
0.61682342
0.32098952
−0.2178949


NDUFB11
−0.067291
0.10653609
0.00501105
−0.6162535


TOMM22
−0.0401889
0.21298331
0.08402675
−0.616179


KIAA0195
0.07427801
0.06880772
−0.0686125
0.61599126


FBN2
0.55820473
−0.1420739
−0.3621148
0.61595954


VAPB
0.28774822
−0.3554221
−0.6152536
−0.1481935


CSNK1D
0.41494697
−0.6152464
−0.0509978
0.44910483


TAF15
0.33759619
−0.3356234
−0.615073
0.37148656


RPS3
−0.0802883
0.10389728
0.23470506
−0.6148063


WDFY3
0.56172422
−0.1519171
−0.421653
0.61439379


CHMP5
−0.1253241
0.14793429
0.18705985
−0.6142318


TIMM17A
−0.1276591
0.18164992
0.1907365
−0.614216


KREMEN1
0.1334742
−0.4707499
−0.3061423
0.61393689


CAPZB
0.14808062
−0.6138492
−0.2438958
0.10140313


MRPL52
−0.1489676
0.1944622
0.16738686
−0.6124055


SEZ6L2
0.04907384
−0.0422598
−0.3426457
0.61207377


NPEPPS
0.11861628
−0.3073185
−0.6118175
0.25492211


ZBTB4
0.23113678
−0.0570435
0.19002955
0.61172573


EMC4
−0.1228382
0.22689068
0.13260175
−0.611678


SUPT6H
0.23794797
−0.1421081
−0.2582735
0.61118681


ZC3H4
0.16508414
−0.213659
−0.0953573
0.61101321


ATP5L
−0.0788192
0.21774803
0.13371676
−0.6105035


C14orf119
−0.2407412
0.15430162
0.2172443
−0.6098228


PHIP
0.39174453
−0.1444776
−0.3386133
0.6098121


CNOT1
0.2701859
−0.3676084
−0.6097591
0.4193538


PAK2
0.10707895
−0.1414927
−0.6093931
0.47588181


CORO2B
−0.2820641
−0.5596266
0.18289952
0.60923332


DHRS3
−0.063908
0.16501223
−0.6090997
−0.335804


CAD
0.25501667
−0.2856717
−0.2589896
0.60869814


MED14
0.11252078
0.08768649
−0.4584954
0.60834197


ITPR1
0.23215426
−0.2131143
−0.1774731
0.60807991


EAPP
0.07055882
0.03035581
0.03935178
−0.6080488


PLEC
0.60803851
−0.4390697
−0.0739505
0.51655082


IRS2
0.40684587
−0.0133624
−0.3694001
0.60775216


EME2
−0.0603293
−0.0819053
0.60761526
0.57194236


RPL13
−0.1221995
0.22944023
0.10649636
−0.6070348


CISD2
0.0203557
0.0234977
0.01659216
−0.6069196


CIRH1A
0.00677022
−0.6067432
−0.3364061
−0.0358311


ASNA1
−0.0318356
0.15325642
0.13451551
−0.6066209


COMMD2
−0.0810984
−0.0606433
0.223466
−0.6065546


ECM1
−0.1654676
−0.1230485
0.54896424
0.60632336


HNRNPH3
0.01309698
−0.1492037
−0.0225629
0.60622609


PNISR
−0.2427846
0.02565595
0.389415
0.60572638


ERV3-1
−0.0732115
0.12219481
0.24200652
0.60567946


MYL6B
0.09074426
0.09537939
0.02748779
−0.6055049


RNF24
0.28610542
−0.4172479
−0.4189513
0.60501631


ARF5
−0.1432807
0.05165503
0.12897223
−0.6045449


TMEM255A
−0.1903353
0.29143604
−0.0083233
0.60427502


EML4
0.18751478
−0.1238423
−0.1185083
0.60411615


BDP1
0.19032831
−0.1879546
−0.0369604
0.60390581


NUDT22
−0.1024498
0.20503822
−0.0921023
−0.6038555


AHSA2
−0.6037547
0.04159724
0.48348561
0.28401614


ZNF264
0.32088889
−0.0101949
−0.0735916
0.6035366


CPEB2
0.08370522
−0.2392846
−0.6034892
0.54243457


TTC23
0.04798991
0.17085039
0.22409696
0.60342208


TACO1
−0.0895552
0.37167266
0.15134275
−0.6033289


MAP1S
−0.0259994
−0.2147379
−0.2504758
0.60328444


DNMT3A
0.20588714
−0.1486271
−0.0322866
0.60328435


FOXK1
0.33591078
−0.2783668
−0.2289421
0.6032517


TNIK
0.03369989
−0.2122443
−0.1543764
0.6032397


SIK3
−0.1062978
−0.0653288
−0.286771
0.6028454


NT5C
−0.2495352
0.10965321
0.27200441
−0.6025438


CHIC2
−0.0915761
0.08842754
0.02863301
−0.6025347


TCEB2
−0.0783649
0.27046909
0.0879852
−0.602011


SERPINI1
−0.2388108
0.60182979
−0.1640421
−0.487902


SRGAP2
0.30025924
−0.2221885
−0.4238051
0.60140293


C19orf60
0.01221806
0.30748602
−0.1255583
−0.6012153


CEP170B
0.23372876
−0.0547418
0.05162296
0.60100307


MAP4
0.17126421
−0.1500567
−0.4624705
0.60095398


MAD2L2
−0.0952123
0.18975257
−0.1213884
−0.6006432


RAB14
0.17800202
−0.4698866
−0.6006394
0.21569399


USP4
0.17387147
−0.6005815
−0.3062356
0.08135675


ZFAND6
−0.0120998
0.0618661
0.07609014
−0.6000193


PTGS2
−0.5999766
−0.0931668
0.22761614
0.42806155


DVL3
0.08436021
−0.0199839
−0.154905
0.59987875


E2F7
0.00964041
−0.3086901
−0.4185547
0.59986224


WWP1
0.08456919
−0.3622396
−0.5998278
0.06716568


DIP2B
0.35171953
−0.1880126
−0.2502995
0.5996772


LCOR
0.37842293
−0.2895198
−0.5993783
0.39642696


SEPW1
−0.1901097
0.17462622
0.07091534
−0.5991882


KIAA0430
0.27070115
−0.2732841
−0.4988436
0.59775008


TAPBP
0.0185036
−0.0257369
−0.2317106
0.5974676


UBE2E1
−0.0565594
0.00661879
0.10511862
−0.597427


FAM120A
0.1037268
−0.1256171
−0.3178688
0.59705973


TMEM70
−0.0504234
0.07724659
0.06232425
−0.59679


PSMG1
−0.0780157
0.0824987
0.09446719
−0.5960468


PHF2
0.0881643
0.0027877
−0.0814045
0.59601232


PSMA5
−0.1296535
0.20694361
0.1437429
−0.595803


XAB2
0.1574293
−0.5956765
−0.332247
0.48675126


GLRX5
−0.2668158
0.11946854
0.08425422
−0.5956251


PPP3CB
0.06921434
−0.1173311
−0.595449
0.04938018


RBX1
−0.0213316
0.16994897
0.07484423
−0.5948079


AKT1S1
0.15038872
0.02430038
0.06395074
0.59440977


MYO9B
0.25433861
−0.149191
−0.1010071
0.59415302


PPRC1
0.03218728
−0.091823
−0.2092112
0.59406004


ATIC
−0.1389259
−0.5939784
−0.3106664
0.49888503


GLCCI1
0.44525596
−0.062164
−0.5938561
0.3116879


KIAA0556
0.06188358
−0.1566237
−0.1413294
0.5937682


SMARCA4
0.20541582
−0.1028729
−0.2404313
0.59320434


CCNI
0.04095984
−0.2018985
−0.5931168
0.34594281


RAPGEF2
0.23467528
−0.2363952
−0.063387
0.59307649


CRTC2
0.00801942
−0.1122516
−0.1973212
0.59297285


MIDN
0.42175967
−0.5926738
−0.3772564
0.42222665


PRRC2B
0.36038622
−0.3142708
−0.2724403
0.59253672


REV3L
0.24725612
−0.0979766
−0.3359959
0.59181582


KANSL2
−0.2920008
0.25039404
0.03807063
−0.5914465


TMEM104
0.18818904
0.12319526
−0.0770083
0.59114827


PXN
0.08665454
−0.0901224
−0.0652852
0.59094062


MRPS15
−0.1130872
0.1760317
0.0356072
−0.5909397


NUS1
0.08006048
−0.5907841
−0.5344542
−0.0102702


ALG5
0.00016011
0.08647722
0.05725181
−0.5907632


MEF2D
0.11596095
−0.0058267
−0.4906656
0.59071354


NOTCH2
0.40154242
−0.1038908
−0.3358454
0.59040599


MAST4
0.00135045
−0.4313955
−0.2903037
0.59035163


GNA12
0.06164555
−0.5901113
−0.2360209
0.2583498


C11orf31
−0.0204896
0.42842653
0.08848079
−0.590111


ITGA7
0.52210286
−0.4203143
0.23098028
0.58991014


MRPL15
−0.2647672
0.12103246
0.08049235
−0.5897928


C6orf48
−0.1475908
0.20841532
0.27033495
−0.5897076


IL1B
−0.5886053
0.11251734
−0.0360038
0.2320674


UBE2K
0.06171712
−0.5884734
−0.5252505
0.21226608


NDUFA11
0.01812048
0.12635441
−0.0273753
−0.5884594


ZSWIM8
0.10425038
−0.0013799
0.04770621
0.58818643


MYL12A
−0.1560408
0.15997282
0.1133287
−0.5881379


ARHGAP35
0.28229929
−0.2836288
−0.2187161
0.5880784


TSC2
0.19872905
0.04537674
0.0250935
0.58768937


TMEM14A
0.31666037
0.08435895
0.18697062
−0.5873504


RPL28
0.20016387
−0.5581746
−0.1748918
0.58726685


SEC11C
−0.0940956
0.21802591
0.03942679
−0.587025


DAGLA
0.44643849
0.13760796
−0.2180027
0.58681975


EIF1AX
−0.0832341
−0.1496927
−0.0268283
−0.5867702


TGM2
−0.5866502
−0.4783712
−0.2921457
0.58223914


CLCN5
0.05479201
−0.167218
−0.293093
0.58637326


TRNAU1AP
−0.0505374
−0.0212581
0.30168615
−0.5861854


SPTAN1
0.51018049
−0.1569346
−0.4037615
0.58608773


ABL1
0.24238688
−0.1384672
−0.1989861
0.58570561


RBAK
0.11892143
0.03128251
−0.0493609
0.58569666


ENAH
0.18670088
0.02747295
−0.0428755
0.58567301


PHLDB1
0.3306915
−0.1218639
0.09210687
0.58562536


WDR81
0.18992452
−0.1538014
−0.0062218
0.58527922


MIEN1
−0.0884499
0.02081678
0.04860133
−0.5851208


BAG1
−0.1090229
−0.0848868
0.03340944
−0.5851056


SCO1
−0.0593555
0.02941735
0.16855935
−0.5839784


NXF1
−0.1328586
−0.05777
0.25316062
0.58352688


C7orf50
0.04299535
0.23898008
0.02444089
−0.5833087


RPL32
−0.0934306
0.18937789
0.06983722
−0.5826075


BCOR
0.47848868
0.10037275
−0.4321334
0.58255952


ZNF91
0.35273014
0.08161759
−0.2919523
0.5823168


KIAA1244
0.40223825
−0.0821994
−0.5820414
0.24385582


ZFC3H1
0.07459252
−0.2966751
−0.5819577
0.50165302


ARHGAP32
0.42885941
−0.2481662
−0.534148
0.58194702


MADD
0.20516328
−0.1842336
−0.1384043
0.58184949


NUMA1
0.35525434
−0.0665473
0.10531847
0.58179356


SAFB
0.18921843
−0.581786
−0.1703209
0.48735681


FRY
0.26128189
−0.2114183
0.23259285
0.58172025


ZBTB37
0.43702691
−0.1139302
−0.2354581
0.58165794


ABCC1
0.18408949
−0.4076036
−0.3436022
0.58159665


KIAA1462
−0.0369722
−0.2957843
−0.3958515
−0.581181


KLC1
0.12045277
0.19334898
0.07592528
0.580911


TNFAIP2
0.58082109
−0.1179663
−0.1069083
0.14039616


C11orf73
−0.1772893
0.18157432
−0.0987016
−0.5808104


MRPS7
−0.1540971
0.14995503
0.08995564
−0.5803809


GOLGA4
0.11484779
−0.0270357
0.0465447
0.58004838


VPS26A
0.21370065
−0.5207642
−0.5799409
−0.0120287


HAX1
−0.3162913
0.36316754
0.09355769
−0.5798084


AMOT
0.57969835
−0.0704498
−0.1051322
0.19246419


FN1
0.02926367
−0.0252838
−0.3393865
0.57945992


STOML2
−0.2016475
0.12723347
0.01645552
−0.5790051


PIN1
−0.0579407
0.24127051
0.04936464
−0.5780146


MTERFD1
−0.2388666
0.08309974
0.11054767
−0.5779766


RPS12
−0.1367366
0.21244554
0.09407296
−0.5778193


TXNDC17
0.01672647
0.14875685
0.17880615
−0.5774703


CYR61
0.01951561
−0.577428
−0.1953133
−0.4436776


UBAP2L
0.09107439
−0.1220571
−0.0303203
0.57729377


EIF4G3
0.07291953
0.01702326
−0.3976598
0.57666025


MTOR
0.2685828
−0.0683595
−0.1885263
0.5765338


SEPN1
0.13660324
−0.3024581
−0.5765135
0.465927


MYLK
0.27921701
−0.079535
−0.2195108
0.57649644


TMEM101
0.10155348
0.21010762
0.02120692
−0.5758062


BCL2L11
0.21834069
0.27879988
−0.575641
0.2806781


LUC7L3
−0.2715495
−0.0124251
0.57551263
0.46473987


ADH5
−0.0884563
0.088362
0.21255541
−0.575314


GCN1L1
0.29922506
−0.1576355
−0.1022072
0.57487343


FAU
−0.0500859
0.31894667
0.07807538
−0.5745164


TLN1
0.29698121
−0.1488732
−0.1582954
0.5741382


PRKACA
0.13962128
0.09447358
−0.4928556
0.57372766


TIMP2
0.14055961
−0.2407639
−0.4450665
0.57318889


NSMCE1
−0.1532289
0.2044891
−0.0851212
−0.5730993


GALNS
−0.0108121
−0.0157572
0.21085516
0.57305797


SERTAD1
−0.3327589
0.28644617
0.02202144
−0.5729135


NOTCH2NL
0.57286845
−0.5299901
−0.1938303
0.4941777


PSMC1
−0.0735354
−0.0133338
0.07395138
−0.5726789


EXOSC4
−0.1250863
0.26597249
0.18334276
−0.5721212


ZSCAN30
0.19336421
−0.002084
0.07963653
0.57199151


ADORA2B
−0.128825
0.36304567
0.02468456
−0.5716074


SETD5
0.16133136
−0.2320933
−0.4820513
0.57159898


USP34
0.3031619
−0.1979102
−0.571417
0.39670192


MOV10
0.28747989
0.08448284
−0.2278989
0.5708904


SS18L2
−0.2598961
−0.2386609
0.24995563
−0.570576


NFIX
0.4487442
−0.4499578
−0.2783189
0.57057276


FRMD4A
0.06759762
−0.3506559
−0.3275229
0.57050485


AKIRIN2
0.0659957
−0.2158195
−0.5699803
0.04094788


HAUS1
−0.0803022
0.05839543
0.34763095
−0.5698397


NCOR1
0.18146096
−0.1365149
−0.3522181
0.56977585


RBBP6
0.07361438
0.0296485
−0.3997748
0.56957711


SSR4
−0.1612098
0.13625687
0.09518211
−0.5690535


ACTL6A
−0.1166318
0.07240063
0.33716007
−0.5690428


SOD1
0.02576813
0.18437878
0.1240553
−0.5688333


NDUFB3
−0.0387811
0.29664904
0.31291233
−0.5680716


HERC2
0.56801277
−0.253225
−0.5294764
0.42908941


ATP5I
−0.0562656
0.30105298
0.14927512
−0.5680001


FAM120B
0.02145747
−0.567595
−0.4581603
0.21523379


COX6A1
−0.0553017
0.18235164
−0.0115008
−0.5675486


PBX1
0.46050841
0.01243548
−0.2266404
−0.5675264


IGFBP6
−0.1252464
0.27561675
0.48165647
−0.5673845


AKAP9
0.21581127
−0.087094
−0.1098759
0.56734411


PLAU
−0.5673287
−0.1208923
−0.209237
0.11024304


ANKFY1
0.28728414
−0.5670507
−0.489924
0.47855987


CPSF1
0.01858501
−0.105163
0.05693289
0.56636831


RNF181
0.05372649
0.18268907
−0.0024656
−0.5663306


TOMM7
−0.0883211
0.21282568
0.24889375
−0.5658542


LSM4
−0.0618379
0.25836229
0.06550459
−0.5656159


ATG5
−0.0195318
−0.0583603
0.01209598
−0.5650826


RPL5
−0.1386788
0.15779469
0.12552444
−0.565028


STARD3NL
−0.0727079
0.12386452
0.20176155
−0.5649802


RBM14
−0.0684095
0.05433799
−0.3342708
0.56492846


AMPD2
−0.0410706
0.09101496
0.08424238
0.56492526


MAST2
0.17742984
−0.3716446
−0.1087907
0.56463898


FAM174A
−0.1242805
−0.1416328
0.32441573
−0.5646133


RPS27L
−0.1006892
0.20633141
0.14669635
−0.5645059


RHOG
−0.0318366
0.00239613
0.0910649
0.56439051


PSMB4
−0.0038407
0.2127347
0.11048191
−0.5637491


SRRM1
0.08148667
−0.1316648
−0.5635081
0.56330303


NDUFB6
−0.1085849
0.30670713
0.13013016
−0.5634041


PPP3CA
0.21905449
−0.2709168
−0.5630928
0.17145656


IKZF5
−0.1056305
−0.4574443
−0.563053
0.48427223


MED24
0.14316795
0.03896264
0.05937926
0.5630384


ZNF142
0.18373347
−0.1949545
−0.5426388
0.56296111


PCDHGC3
−0.0964456
−0.1887165
−0.562752
0.40247203


TMEM214
0.24889452
−0.1851012
−0.0511774
0.56263044


TMEM14C
−0.0545916
0.12380815
0.12934648
−0.5625395


RBM3
−0.0796274
0.04732422
0.13892706
−0.5619069


RHBDF2
−0.0435509
−0.3445649
−0.0452669
0.56181949


FRG1
−0.0290216
0.14024825
0.23229854
−0.5616458


COQ5
−0.1576225
0.05519564
0.00620944
−0.5605841


DCXR
0.01410179
0.23453438
−0.0696864
−0.5604387


PPP1R9B
0.10378623
−0.0465876
0.18280109
0.55994745


MRPL17
−0.1359594
0.16672228
0.06861519
−0.5589964


CTGF
−0.2132757
−0.558971
−0.5088502
−0.3837502


RAB7A
0.02676518
−0.5588245
−0.4001748
0.28268406


SREBF1
−0.0373682
−0.0154967
−0.0132332
0.55850969


ATP5H
−0.1837906
0.18001758
0.13515163
−0.5583839


TMEM208
0.03783463
0.22830451
0.47662752
−0.5582157


TIMMDC1
−0.1056647
0.23450937
0.12585896
−0.5579571


SLC50A1
0.09271278
0.22447123
−0.0383386
−0.5578085


CCDC57
0.03049013
−0.230491
0.04398965
0.55768048


ZNF462
0.51044446
−0.245407
−0.5574908
0.53701934


PBX3
0.06672902
−0.088653
−0.2325674
0.55697265


CELF2
0.46442181
0.05689647
−0.415574
0.55695957


C5orf28
0.01973129
−0.0719692
0.28731329
−0.556229


RPTOR
0.18549565
−0.0356531
−0.2628679
0.5561621


TET3
0.24804048
−0.2404849
−0.5559853
0.52136739


SELK
0.02544383
−0.0686865
0.17587077
−0.5559827


RAI1
0.3198781
−0.4547992
−0.5554582
0.15012235


PPA1
−0.0944888
−0.0017129
0.15944897
−0.5552173


MPG
−0.1111622
0.22837236
−0.0366842
−0.5548056


PRDX5
−0.2081414
0.18055277
0.22167361
−0.5547389


TANC1
0.26441955
−0.3583628
−0.3847149
0.55448115


PRR14L
0.38125177
−0.1660961
−0.5153809
0.55447216


RNFT1
0.08160982
0.01388201
0.2251117
−0.5543453


ZFAND2A
−0.089749
0.12900685
0.53579734
−0.5541725


HIST1H3B
−0.174013
0.02844044
−0.0423323
0.5539376


PSMC5
0.05542158
−0.5536641
−0.3241225
0.03492764


TMEM218
−0.1024553
0.14234129
0.11674077
−0.5534551


FAM214A
−0.1502468
−0.5534291
−0.5398987
0.2721808


ANKRD17
0.27227484
−0.165448
−0.3911186
0.55332563


SF1
0.02049894
−0.2413227
−0.1700993
0.55330612


CSNK2A2
0.0978229
−0.4124502
−0.5532296
0.30332224


APOL2
0.12380709
0.55295396
0.10435444
0.06757095


C9orf89
−0.0965402
0.37362362
0.10521518
−0.5529308


MARVELD1
0.0920998
−0.0396936
−0.1416973
0.55279349


UBE4B
0.07952726
0.00368896
−0.2495437
0.55278567


ADCY1
−0.4292595
−0.4413571
−0.2695221
0.55260388


PLXNB2
0.414472
−0.422416
−0.2276244
0.55258383


SPRY4
0.00105236
−0.1846097
0.55240283
0.45101859


TCEAL3
0.06046035
0.55213377
0.04806349
−0.1352728


AOX1
0.38574024
−0.0141461
−0.5520031
0.17468445


RELA
0.12621618
0.07646938
−0.0806561
0.55198731


TEFM
0.02192639
0.15355753
0.03058851
−0.551747


RPL27A
−0.1062605
0.08405093
0.11159807
−0.5516193


CCDC12
0.22683203
0.55152437
0.26953684
−0.431155


IL27RA
−0.5507006
−0.0117677
0.00344222
0.28382383


MAN2B2
0.22170079
−0.2233025
−0.0761453
0.55062616


TSPO
−0.1622391
0.22312761
0.05241577
−0.5503484


TXN
−0.0495886
0.19978955
0.15784693
−0.5501175


LAMTOR5
−0.0173054
0.0032075
0.33499889
−0.5500412


DYNLT1
−0.0804737
0.10839169
0.1390772
−0.5498241


CDK10
0.03159956
−0.0602099
0.54977639
−0.1762513


INTS3
0.01980387
−0.2066687
−0.1889085
0.54934334


PDS5B
0.14666468
−0.3991796
−0.5492778
0.13234049


B2M
−0.1402403
0.09059853
0.25307709
−0.5492138


TAB2
0.09696458
−0.3469202
−0.5485589
0.41452399


SRPR
0.16851295
−0.5479903
−0.4459725
0.15583633


CEP170
0.12952091
−0.3773164
−0.183294
0.54792944


ZFYVE26
0.28225027
−0.0820584
−0.0754109
0.54768926


CLUH
0.14882095
−0.2047762
0.00691356
0.54767119


NCK1
0.01424151
0.03681804
0.18131492
−0.547378


ACACA
0.3182275
−0.4282022
−0.5470147
0.20322552


PLXNA3
0.06274598
−0.32651
−0.0916999
0.54688184


DCTN3
−0.0005519
0.1771386
0.20963098
−0.5467645


IPO9
0.10751791
−0.1619177
−0.2272642
0.54639746


ATXN10
−0.0656014
−0.3070797
−0.5461319
−0.4144326


RPSA
−0.0528037
0.15902745
0.11785869
−0.5458575


CD82
−0.5453555
−0.0907558
−0.2513622
−0.0355855


HNRNPA2B1
−0.0847303
0.05491734
0.12889554
0.54534867


PCNXL3
0.23940964
−0.028154
−0.1407714
0.54526122


DLG5
0.22482403
−0.2941573
−0.1685403
0.54484573


NDUFB2
−0.0179394
0.22836765
0.11489402
−0.543856


SNX1
0.21318915
−0.54385
−0.3033339
0.00804938


ADAMTS1
−0.0442496
−0.2417127
0.09185611
0.54381249


CELSR1
0.3241773
−0.3784632
−0.5437458
0.46467174


RGP1
0.20668867
−0.1737492
−0.0446742
0.54358465


DDX6
0.27596183
−0.3474973
−0.5433117
0.29654869


ITGB1BP1
−0.070396
0.00284986
0.05871082
−0.5433111


NPTX1
0.54328732
−0.2173608
0.10778803
0.49260505


RUSC2
0.1782357
0.01625714
0.01430451
0.54313659


BOD1
−0.2378745
0.08792207
0.18434588
−0.5427684


ZFP36L2
0.53214408
−0.2837423
−0.2625826
0.54265881


GOLGB1
0.40524156
−0.1512733
−0.1536096
0.54226669


KIAA2026
0.3004757
−0.1614181
−0.2670171
0.54225858


TEAD1
0.15987569
−0.1167364
−0.3723834
0.54223578


STAT1
0.14527698
0.54217847
0.04550296
0.31588701


MED16
0.13214685
0.00767986
−0.3100873
0.54215918


NCKAP1
0.04849628
−0.0851515
−0.2493605
0.5415064


SNX11
−0.2828527
−0.122489
0.08286002
−0.5414856


ITPA
−0.1581527
0.21845963
0.01916987
−0.5409746


SNRPF
−0.0199678
0.24925543
0.33992809
−0.540838


RPL11
−0.0533179
0.1614374
0.1648822
−0.540793


IFNGR1
−0.1297576
0.00932483
0.35143084
−0.5404665


ZBTB8OS
−0.0251358
0.06818483
0.10923555
−0.5402949


COPS3
−0.1355724
−0.0115668
0.07531204
−0.5401716


GTF3A
0.02215305
−0.0054405
0.08591066
−0.5400328


MYH10
0.33795632
−0.2004441
−0.0885091
0.53967835


FLRT2
0.01350983
−0.1837515
−0.2305458
0.53937713


C19orf10
−0.1224246
0.0216805
0.02129544
−0.5390284


FLNB
0.4647784
−0.1939721
−0.2126771
0.53848793


FOSL2
0.43563544
0.09849434
0.10220321
0.538395


MRPL23
−0.0115564
0.17133515
0.02101825
−0.5383191


PSMD10
0.03504185
0.20728358
0.17560179
−0.5381196


TMED3
−0.1536267
0.31326279
0.02922971
−0.537901


SLC5A6
−0.3003709
0.07750865
0.03959711
0.53768723


SH2B3
−0.1163054
−0.1450827
−0.2825038
0.53757918


HMGCS1
−0.3305917
−0.5370143
0.00832256
−0.2637056


MICAL2
0.11437893
−0.3012273
−0.5369197
0.5109278


MIB2
0.12512166
0.05208757
0.4430477
0.5367477


KIAA0922
0.00416956
−0.0041655
−0.1504559
0.53643396


GLIS3
0.00203391
−0.1055821
−0.5210895
0.53608693


OAZ1
−0.1245782
0.19175499
0.05039872
−0.53585


HTATIP2
0.02643847
0.07907669
0.29516068
−0.5354689


SYNJ1
0.13651481
−0.3894577
−0.5354501
0.52322086


DLG4
−0.0561056
−0.1397818
0.39153087
0.53478171


AMPD3
0.02660482
−0.0768976
−0.5346955
0.37069721


C1orf52
−0.1551285
0.17863385
0.17099136
−0.5339771


RPL27
−0.0950535
0.20910506
0.00249085
−0.5339142


CCDC90B
−0.0203532
0.08365205
−0.0031126
−0.5335047


TAF12
−0.2037725
0.09053668
0.44392418
−0.5333095


PTMA
−0.0263855
0.20299441
0.11506632
−0.5330454


DCP1A
0.0959493
0.12701547
−0.2292176
0.53301059


ZNF611
0.33941082
−0.338503
−0.3026404
0.53295984


PDCD5
−0.1816878
0.14341064
0.16735679
−0.5329234


SENP3
−0.049522
0.0405658
−0.0059901
−0.5326796


MYH9
0.31089449
−0.2766289
−0.0849269
0.53243457


UBB
−0.1275473
0.34276553
0.25013562
−0.5322683


FOXJ2
0.0943295
−0.1707981
−0.532134
0.35974137


UBXN7
0.34426854
−0.4220562
−0.5320176
0.21032465


HIST1H2BC
−0.2395357
0.09547506
0.10785155
−0.5318357


ZNFX1
0.28774959
0.23208658
−0.0871684
0.53148038


FNDC3B
0.13549415
−0.0913198
−0.3291899
0.53141716


FAM208B
0.23285088
−0.1084359
−0.1633975
0.53132134


HSPA5
−0.3371878
−0.5312859
−0.2252102
0.19921754


AFF4
0.31745645
−0.1968303
−0.530761
0.50764876


HIST1H2AE
−0.2764649
0.10425154
−0.0134419
−0.5307397


FAM60A
−0.1079917
−0.0895979
0.13742678
−0.5301617


42628
−0.1533024
0.05561799
0.18131649
−0.5299712


CLIC1
−0.1923872
0.16483548
0.13549438
−0.5295827


AGRN
0.27558339
−0.0579213
0.076167
0.52925189


APTX
0.04982703
0.09702217
0.18911084
−0.5292267


PSMB3
−0.1170493
0.22811528
0.02866022
−0.5289281


SASH1
0.23063043
−0.1508981
−0.3022163
0.52843822


CLTA
−0.0160922
0.19449866
0.0284277
−0.5283923


RHEB
−0.0854633
0.11298084
0.14423935
−0.5280287


DNAJA2
−0.0290591
0.11076994
0.22349002
−0.5279776


UBA2
−0.121009
−0.0177761
0.07974037
−0.5278594


VPS13B
0.31899421
−0.2888357
−0.5278486
0.39657989


DPAGT1
−0.0092699
−0.0179682
0.00097294
0.52759332


NCOA1
0.11922704
−0.0770116
−0.3367521
0.52759176


COA6
−0.2018072
0.01181063
0.20666232
−0.5273021


UTRN
0.5272641
−0.1507467
−0.3697148
0.41744473


NMB
−0.0803696
0.52653001
0.25605111
−0.386272


GSKIP
−0.0953593
0.06274327
0.15604186
−0.5265042


CBX5
0.40516196
−0.3362878
−0.5255397
0.52631335


B4GALT6
0.14903867
−0.2551047
−0.5258619
−0.2885695


PIEZO1
0.26726074
−0.0839819
0.10616602
0.5257401


TACC2
0.07785822
0.05357652
−0.3045174
0.52568547


USP2
0.18524173
−0.2238737
−0.1428463
0.5256606


NFU1
0.02382332
−0.1171561
0.09135458
−0.5256517


MAPK1IP1L
0.08474335
−0.049168
−0.439918
0.5255741


PUM2
0.14354758
−0.525253
−0.5039825
0.30639196


BCL9L
0.43148049
−0.5247745
−0.382059
0.2162332


SSR1
−0.1341022
−0.0152326
−0.5245806
0.1665891


ITPK1
−0.1475098
0.02564897
−0.2163489
0.52443003


MAPKBP1
0.35639774
−0.1954318
−0.09164
0.52421017


ZNF318
0.16221073
−0.1305823
−0.4172037
0.52397477


ETHE1
−0.1236209
0.12825111
−0.0149539
−0.5239603


ZCCHC10
−0.0469071
0.17484015
0.20658526
−0.5235749


SPRED2
0.29759305
−0.2433991
−0.4984676
0.52357348


PRKCA
0.47320811
−0.3568228
−0.5161944
0.52322305


CHD7
0.04625625
−0.5171732
−0.3726806
0.52319348


TFAP2A
0.07020193
−0.0046544
−0.5081897
0.52290499


MEA1
−0.1140631
0.25307496
0.13728377
−0.5228735


RPL8
−0.0691117
0.19718839
0.11204859
−0.5228686


ATP5G1
−0.0987907
0.25777759
0.05680114
−0.5228324


RALGAPB
0.16790084
−0.1272312
−0.2349644
0.52243123


ATP6V1F
−0.1494279
0.23550716
0.02011351
−0.5224178


SMIM7
0.03026485
0.16906032
0.10619775
−0.5222803


C1orf50
−0.0074135
−0.1316025
−0.0585286
−0.5217887


ATXN1L
0.20851962
−0.0546624
−0.0138853
0.52166478


TAOK3
0.0538397
−0.2896611
−0.3525882
0.52161088


HIVEP2
0.50606996
−0.2700093
−0.3116946
0.52112415


STS
0.16837591
0.0330668
−0.5211023
0.10023032


WDR26
0.21678475
−0.2614728
−0.5205466
0.25525346


TOP2A
0.23197873
−0.0157788
−0.0004755
0.52031806


CCDC6
0.00012011
0.02476587
−0.5199046
0.34146741


VPS13D
0.51979295
−0.1525629
−0.3394081
0.44907785


RNF38
0.10221754
−0.0880927
−0.4384741
0.51959276


KDM2A
0.20039343
−0.1247406
−0.1651819
0.5194527


ASNS
−0.5193598
0.1240141
−0.0700706
−0.1460477


CKAP5
0.21754962
0.01758074
−0.0924651
0.51925607


VPS29
0.03956266
0.01277438
0.12846054
−0.5191764


HNRNPA0
0.16706893
−0.5189423
0.01159142
0.21449568


NUDT14
−0.0876665
−0.3162849
−0.2012516
−0.5185342


SLC35F6
0.05645232
−0.1211496
−0.3064036
0.51820084


CDK5RAP3
−0.1167549
0.32194979
0.51819039
0.2764768


RGS10
−0.3211278
−0.0010253
0.04414248
−0.5181831


CNIH1
0.02619286
−0.0627346
−0.0793689
−0.517949


NAE1
−0.0675087
0.01645091
0.19791498
−0.5177712


MPHOSPH8
0.03397299
0.04108847
−0.1430365
0.51749399


KHDRBS1
0.27910105
−0.5172959
−0.5092018
0.05568034


TRIM41
−0.1116196
0.35823232
0.2769105
0.51727731


UBE2B
0.11653441
−0.5172532
−0.2155054
−0.2752584


RAP1A
0.13294147
−0.516972
−0.2720791
−0.232872


WASF2
0.34014255
−0.3643959
−0.4821383
0.51616254


RBM15
0.22202537
−0.055309
−0.0579706
0.51605167


UBQLN2
−0.1277609
−0.3052531
−0.5159802
0.47426771


EIF4G1
0.1182776
−0.0449694
−0.0198472
0.5157993


NDST1
0.24911668
−0.0661302
−0.1304274
0.51573738


PRDM10
0.1337423
−0.2275514
−0.0212149
0.51568876


TNRC6A
0.19319192
−0.2209476
−0.0754911
0.51556923


NDUFB8
−0.0163846
−0.0082133
0.17564266
−0.5154261


ISOC2
−0.0271062
0.3686245
0.05562535
−0.5150801


HOOK3
0.256545
−0.3867896
−0.5149002
0.26530616


PLEKHJ1
−0.2399147
0.24455101
0.2686366
−0.5141846


LGALS1
−0.1069833
0.29501308
0.34698272
−0.5140236


VPS25
−0.1516772
0.17746878
−0.035588
−0.513589


ATF7IP
0.23155413
−0.3138314
−0.4273379
0.51355202


CARD9
−0.2608557
0.24247539
0.22937184
0.51328723


GOLGA3
0.30791259
−0.0979988
−0.0860339
0.51305286


SYNJ2
0.16974842
−0.1488112
−0.0425671
0.51292699


ITGB8
0.26196209
0.27879816
−0.5128835
0.50419115


PPARD
−0.1151066
−0.1069367
−0.239489
0.51276537


H6PD
0.33567325
−0.2253079
−0.2978887
0.51213646


CBS
−0.5120212
0.14999835
0.14907323
0.20563307


TATDN1
−0.1475095
−0.0219852
0.17354358
−0.5116292


POMK
0.04008045
−0.094102
−0.2373362
0.51160621


TNKS1BP1
0.35298111
0.00989539
0.19019798
0.51156449


ATP2B4
0.47159024
−0.2346006
−0.5115096
0.36158347


DHX38
0.20496812
0.10325314
0.08395173
0.51141946


TAOK1
0.38993145
−0.1713866
−0.2876863
0.51130902


PSMD13
−0.097676
0.15388899
0.10577048
−0.5112565


DOPEY2
0.51019407
−0.0884928
−0.308042
0.3938517


IGF2R
0.47067548
−0.4318273
−0.3895396
0.5095359


HIVEP1
0.22127371
−0.0720493
−0.5089846
0.40328838


TIAM2
0.50879968
−0.0060125
−0.3983448
0.28149008


DDX39B
−0.5087881
−0.2655738
0.27205764
0.34306313


TTYH3
0.46459361
−0.2733159
−0.234031
0.50845309


TXNDC9
0.03090648
0.16579991
0.21894476
−0.5082878


KIF13A
0.29781575
−0.0189662
−0.0808723
0.50824021


GLRX3
−0.069425
0.1251562
0.05036684
−0.5078272


TIMM17B
−0.1101356
0.2747208
−0.0117336
−0.5077371


ALKBH2
−0.4539901
0.24612219
0.50765447
−0.1551417


SCAND1
−0.0432603
0.2866841
−0.0676189
−0.5071335


ELP5
−0.02016
0.05505045
0.00174334
−0.5069586


DOPEY1
0.3066845
−0.0577204
−0.0144031
0.50691517


TCOF1
0.14378755
−0.0077061
−0.0176247
0.50680879


MGST3
−0.0970302
0.17860739
0.13488892
−0.5066877


NFRKB
−0.0193744
0.10390296
0.03949668
0.50644244


PNN
−0.004587
0.07446417
0.39988232
0.50634605


CDC123
−0.106382
0.07694548
0.14202872
−0.5060748


PPP2R5E
0.07359214
−0.2740628
−0.5056397
0.12025767


TCERG1
−0.0593964
0.00679815
0.00402833
0.50559988


SPHK1
−0.5048876
0.1666443
0.50147085
−0.1904178


TBC1D16
0.22961629
−0.0954713
0.0054563
0.50466407


RPL29
−0.0382206
0.24659113
0.03319595
−0.5046262


ATP7A
0.33109761
−0.0442711
−0.1145455
0.50462524


TNKS
0.14055398
−0.1143356
−0.3073172
0.50439103


PRTG
−0.0127114
0.00552363
−0.5040723
0.35503648


GFOD1
0.06292123
−0.0310921
0.03732134
0.50400566


SMC4
0.10694852
−0.2129709
−0.1281865
0.50369359


MYCBP2
0.50364064
−0.1013739
−0.4058507
0.48207889


ACADVL
−0.1957301
0.12070285
0.50350563
0.14778155


HMGA1
0.13590961
0.01151469
−0.1122424
0.50338802


HNRNPM
0.14995869
−0.1989986
−0.1602786
0.50328508


C1orf54
0.09571617
0.1917904
0.16669633
−0.5026295


NDUFS5
−0.0432345
0.19605896
0.0790887
−0.5026206


ADSL
−0.1888454
0.14906963
0.12194149
−0.5022232


AP3D1
0.11118791
−0.0357219
0.04693049
0.50209159


SETD1A
0.2709323
−0.5015214
−0.4543843
0.31215405


TNFAIP3
0.18669904
−0.5015093
−0.2886948
0.39744213


RYBP
0.07093389
−0.2771175
−0.500935
0.12758249


RPLP1
−0.1198657
0.16404093
−0.0647548
−0.5009318


NDUFC1
−0.1030795
0.0440726
0.09811742
−0.5008456


TEP1
0.10532
−0.2414393
0.08085992
0.5005537


WDR7
0.34077546
−0.0437672
−0.2479611
0.50048656


AGAP1
0.37761605
−0.0898255
−0.0848244
0.50045323


RFK
0.00601232
0.00793012
0.05656493
−0.500388


PCNT
0.46283256
−0.2965203
−0.133546
0.50035115


MOB3A
−0.0307228
−0.2325328
−0.1942487
0.50034547









REFERENCES
Example 2

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Embodiments

Embodiment 1: A method of treating a Zika viral infection, said method comprising administering to a subject in need thereof an effective amount of a compound as set forth in any of FIG. 1A, 1B, 2, 3, 6, 8, or 9.


Embodiment 2: The method of embodiment 1, wherein said compound is Ganciclovir, Procaine hydrochloride. Zidovudine. Acyclovir. Drostanolone Propionate, Dapivirine (TMC120), Tilorone hydrochloride, or Docosanol.


Embodiment 3: A method of treating a Zika viral infection, said method comprising administering to a subject in need thereof an effective amount of an inhibitor of NS5 polymerase.


Embodiment 4: The method of embodiment 3, wherein said inhibitor of NS5 polymerase is beclabuvir, dasabuvir, deleobuvir, filibuvir, radalbuvir, setrobuvir, or sofosbuvir.


Embodiment 5: The method of embodiment 3 or 4, wherein said inhibitor of NS5 polymerase is sofosbuvir.


Embodiment 6: A method of treating a Zika viral infection, said method comprising administering to a subject in need thereof an effective amount of an HIV protease inhibitor.


Embodiment 7: The method of embodiment 6, wherein said HIV protease inhibitor is nelfinavir.


Embodiment 8: A method of treating a Zika viral infection, said method comprising administering to a subject in need thereof an effective amount of a calcium channel blocker.


Embodiment 9: The method of embodiment 8, wherein said calcium channel blocker is manidipine, cilnidipine, or benidipine.


Embodiment 10: A method of treating a Zika viral infection, said method comprising administering to a subject in need thereof an effective amount of a combination therapeutic composition comprising an NS5 polymerase inhibitor and a HIV protease inhibitor, according to any one of embodiments 1 to 7.


Embodiment 11: The method of any one of embodiments 1 to 7, or 10, wherein said combination therapeutic composition comprises Suramin, Ganciclovir, Procaine hydrochloride, Zidovudine, Acyclovir, Drostanolone Propionate, Dapivirine (TMC120), Tilorone hydrochloride, Docosanol, clomiphene, amphotericin B, toremifene, mycophenolic acid, fluoxetine, niclosamide, or polyhydroxyalkanoate (PHA).


Further Embodiments

Embodiment 1. A method of treating a Zika viral infection in a subject in need thereof, said method comprising administering to said subject an effective amount of an NS5 polymerase inhibitor.


Embodiment 2. The method of embodiment 1, wherein said NS5 polymerase inhibitor is beclabuvir, dasabuvir, deleobuvir, filibuvir, radalbuvir, setrobuvir, or sofosbuvir.


Embodiment 3. The method of embodiment 1 or 2, wherein said NS5 polymerase inhibitor is sofosbuvir.


Embodiment 4. A method of treating a Zika viral infection in a subject in need thereof, said method comprising administering to said subject an effective amount of an HIV protease inhibitor.


Embodiment 5. The method of embodiment 4, wherein said HIV protease inhibitor is amprenavir, atazanavir, darunavir, fosamprenavir, indinavir, lopinavir, nelfinavir, ritonavir, saquinavir, tipranavir, asunaprevir, boceprevir, grazoprevir, paritaprevir, simeprevir, or telaprevir.


Embodiment 6. The method of embodiment 4 or 5, wherein said HIV protease inhibitor is nelfinavir.


Embodiment 7. A method of treating a Zika viral infection in a subject in need thereof, said method comprising administering to said subject a combined effective amount of an NS5 polymerase inhibitor and an HIV protease inhibitor, according to any one of embodiments 1 to 6.


Embodiment 8. The method of any one of embodiments 1 to 7, wherein said NS5 polymerase inhibitor is beclabuvir, dasabuvir, deleobuvir, filibuvir, radalbuvir, setrobuvir, or sofosbuvir.


Embodiment 9. The method of any one of embodiments 1 to 7, wherein said HIV protease inhibitor is amprenavir, atazanavir, darunavir, fosamprenavir, indinavir, lopinavir, nelfinavir, ritonavir, saquinavir, tipranavir, asunaprevir, boceprevir, grazoprevir, paritaprevir, simeprevir, or telaprevir.


Embodiment 10. A method of treating a Zika viral infection in a subject in need thereof, said method comprising administering to said subject an effective amount of a protein or a gene encoding the protein, wherein the protein is a ZIKV non-structural (NS) protein, ZIKV protease, or ZIKV RNA polymerase.


Embodiment 11. The method of embodiment 10, wherein the ZIKV NS protein is NS5.


Embodiment 12. The method of embodiment 10 or 11, wherein the ZIKV NS protein is NS2B-NS3.


Embodiment 13. The method of any one of embodiments 10 to 12, wherein the ZIKV protein is NS5 RNA polymerase.


Embodiment 14. The method of any one of embodiments 10 to 13, wherein the ZIKV protein is NS2B-NS3 protease.


Embodiment 15. A method of treating a Zika viral infection in a subject in need thereof, said method comprising administering to said subject an effective amount of an inhibitor, wherein the inhibitor is suramin, ganciclovir, procaine hydrochloride, zidovudine, acyclovir, drostanolone propionate, dapivirine, tilorone hydrochloride, docosanol, clomiphene, amphotericin B, toremiphine, mycophenolic acid, fluoxetine, niclosamide, polyhydroxyalkanoate, or a combination thereof, according to any one of embodiments 1 to 14.

Claims
  • 1. A method of treating a Zika viral infection in a subject in need thereof, said method comprising administering to said subject an effective amount of an NS5 polymerase inhibitor.
  • 2. The method according to claim 1, wherein said NS5 polymerase inhibitor is beclabuvir, dasabuvir, deleobuvir, filibuvir, radalbuvir, setrobuvir, or sofosbuvir.
  • 3. The method according to claim 2, wherein said NS5 polymerase inhibitor is sofosbuvir.
  • 4. A method of treating a Zika viral infection in a subject in need thereof, said method comprising administering to said subject an effective amount of an HIV protease inhibitor.
  • 5. The method according to claim 4, wherein said HIV protease inhibitor is amprenavir, atazanavir, darunavir, fosamprenavir, indinavir, lopinavir, nelfinavir, ritonavir, saquinavir, tipranavir, asunaprevir, boceprevir, grazoprevir, paritaprevir, simeprevir, or telaprevir.
  • 6. The method according to claim 5, wherein said HIV protease inhibitor is nelfinavir.
  • 7. A method of treating a Zika viral infection in a subject in need thereof, said method comprising administering to said subject a combined effective amount of an NS5 polymerase inhibitor and an HIV protease inhibitor.
  • 8. The method according to claim 7, wherein said NS5 polymerase inhibitor is beclabuvir, dasabuvir, deleobuvir, filibuvir, radalbuvir, setrobuvir, or sofosbuvir.
  • 9. The method according to claim 7, wherein said HIV protease inhibitor is amprenavir, atazanavir, darunavir, fosamprenavir, indinavir, lopinavir, nelfinavir, ritonavir, saquinavir, tipranavir, asunaprevir, boceprevir, grazoprevir, paritaprevir, simeprevir, or telaprevir.
  • 10. A method of treating a Zika viral infection in a subject in need thereof, said method comprising administering to said subject an effective amount of a protein or a gene encoding the protein, wherein the protein is a ZIKV non-structural (NS) protein, ZIKV protease, or ZIKV RNA polymerase.
  • 11. The method of claim 10, wherein the ZIKV NS protein is NS5.
  • 12. The method of claim 10, wherein the ZIKV NS protein is NS2B-NS3.
  • 13. The method of claim 10, wherein the ZIKV protein is NS5 RNA polymerase.
  • 14. The method of claim 10, wherein the ZIKV protein is NS2B-NS3 protease.
  • 15. A method of treating a Zika viral infection in a subject in need thereof, said method comprising administering to said subject an effective amount of an inhibitor, wherein the inhibitor is suramin, ganciclovir, procaine hydrochloride, zidovudine, acyclovir, drostanolone propionate, dapivirine, tilorone hydrochloride, docosanol, clomiphene, amphotericin B, toremiphine, mycophenolic acid, fluoxetine, niclosamide, polyhydroxyalkanoate, or a combination thereof.
CROSS-REFERENCES TO RELATED APPLICATIONS

This application claims the benefit of U.S. Provisional Patent Application No. 62/447,290 filed Jan. 17, 2017, which is incorporated herein by reference in its entirety.

PCT Information
Filing Document Filing Date Country Kind
PCT/US18/14108 1/17/2018 WO 00
Provisional Applications (1)
Number Date Country
62447290 Jan 2017 US