COVID-19

disease
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Also known as 2019 novel coronavirus2019 novel coronavirus infection2019-nCoV2019-nCoV infectionbeta-CoVbeta-CoVsbetacoronaviruscoronavirus disease 2019SARS-coronavirus 2SARS-CoV-2severe acute respiratory syndrome coronavirus 2severe acute respiratory syndrome coronavirus 2 infectious diseaseβ-coronavirusβ-CoVβ-CoVs

Summary

COVID-19 (MONDO:0100096) is a disease with 28 cohort genes (4,745 GWAS associations across 290 studies) and 5,971 clinical trials. The dominant Reactome pathway is Chemokine receptors bind chemokines (3 cohort genes). Top therapeutic interventions include hydroxychloroquine, remdesivir, and ivermectin.

At a glance

  • Cohort genes: 28
  • GWAS associations: 4,745
  • Clinical trials: 5,971

Clinical features

No curated clinical features (Orphanet) for this disease.

Identifiers

Disease identifiers

FieldValue
Canonical nameCOVID-19
Mondo IDMONDO:0100096
MeSHC000657245, D000086382
DOIDDOID:0080600
ICD-10-CMU07.1
ICD-111730556128
SNOMED CT840539006
UMLSC5203670
MedGen1699653
Is cancer (heuristic)no

Also known as: 2019 novel coronavirus · 2019 novel coronavirus infection · 2019-nCoV · 2019-nCoV infection · beta-CoV · beta-CoVs · betacoronavirus · coronavirus disease 2019 · SARS-coronavirus 2 · SARS-CoV-2 · severe acute respiratory syndrome coronavirus 2 · severe acute respiratory syndrome coronavirus 2 infectious disease · β-coronavirus · β-CoV · β-CoVs

Data availability: 4,745 GWAS associations (290 studies).

Disease family

Classification path: disease › human disease › disease by etiologic mechanism › disease of primarily extrinsic mechanism › infectious diseaseviral infectious disease › primary viral infectious disease › Nidovirales infectious disease › Coronaviridae infectious disease › Orthocoronavirinae infectious diseaseCOVID-19

Related subtypes (2): severe acute respiratory syndrome, Middle East respiratory syndrome

Genetics & variants

GWAS landscape

4,745 GWAS associations across 290 studies. Top hits map to 29 distinct genes (as reported by GWAS).

Top associations by p-value

rsIDp-valueGeneRisk alleleOdds ratio
rs730644252e-133LZTFL1T2.7
rs104907701e-73SLC6A20 - LZTFL1C1.65
rs713250883e-54SLC6A20 - LZTFL1C1.9
rs9128052531e-39ABOT0.9
rs126104954e-36DPP9G1.3
rs22716162e-34SLC6A20T1.15
rs8790555937e-34ABOT1.1
rs21090691e-21DPP9A1.26
rs178601151e-21IFNAR2, IFNAR2-IL10RBA1.2
rs130507283e-20IFNAR2-IL10RB, IFNAR2C0.86
rs94113785e-20ABOC0.86
rs81767194e-19ABOTC1.11
rs730623894e-19SLC6A20A1.25
rs130788542e-18SLC6A20 - LZTFL1G0.59
rs345364437e-17TYK2C1.5
rs113859423e-16LZTFL1?1.61
rs119193893e-15RPL24 - PDCL3P4C0.94
rs350445624e-14LZTFL1?1.81
rs608707247e-14CEP97 - NXPE3C0.91
rs110857271e-13TYK2T1.2
rs1402210381e-13FYCO1?0.53
rs107746714e-13OAS1A1.2
rs1905099345e-13ACE2C0.6
rs44248729e-13RGMAT2.4
rs412649151e-12THBS3-AS1, THBS3A1.3
rs5500571e-12ABO?
rs124820602e-12IFNAR2-IL10RB, IFNAR2?0.87
rs25317433e-12SLC6A20 - LZTFL1G0.94
rs81785214e-12IFNAR2-IL10RB, IL10RBT1.2
rs18868144e-12FOXP4-AS1?1.28

Top studies (by case count)

StudyLead authorYearCasesControlsTitle
GCST011073COVID-19 Host Genetics Initiative202038,9841,644,784The COVID-19 Host Genetics Initiative, a global initiative to elucidate the role of host genetic factors in susceptibility and severity of the SARS-CoV-2 virus pandemic.
GCST011074COVID-19 Host Genetics Initiative202032,4941,316,207The COVID-19 Host Genetics Initiative, a global initiative to elucidate the role of host genetic factors in susceptibility and severity of the SARS-CoV-2 virus pandemic.
GCST011072COVID-19 Host Genetics Initiative202031,5621,026,848The COVID-19 Host Genetics Initiative, a global initiative to elucidate the role of host genetic factors in susceptibility and severity of the SARS-CoV-2 virus pandemic.
GCST011476Patrick MT202130,9371,566,815Associations between COVID-19 and skin conditions identified through epidemiology and genomic studies.
GCST011071COVID-19 Host Genetics Initiative202029,0711,559,712The COVID-19 Host Genetics Initiative, a global initiative to elucidate the role of host genetic factors in susceptibility and severity of the SARS-CoV-2 virus pandemic.
GCST010776COVID-19 Host Genetics Initiative202014,1341,284,876The COVID-19 Host Genetics Initiative, a global initiative to elucidate the role of host genetic factors in susceptibility and severity of the SARS-CoV-2 virus pandemic.
GCST010780COVID-19 Host Genetics Initiative202014,1341,284,876The COVID-19 Host Genetics Initiative, a global initiative to elucidate the role of host genetic factors in susceptibility and severity of the SARS-CoV-2 virus pandemic.
GCST011081COVID-19 Host Genetics Initiative20209,9861,877,672The COVID-19 Host Genetics Initiative, a global initiative to elucidate the role of host genetic factors in susceptibility and severity of the SARS-CoV-2 virus pandemic.
GCST011084COVID-19 Host Genetics Initiative20209,3731,197,256The COVID-19 Host Genetics Initiative, a global initiative to elucidate the role of host genetic factors in susceptibility and severity of the SARS-CoV-2 virus pandemic.
GCST010778COVID-19 Host Genetics Initiative20208,818101,806The COVID-19 Host Genetics Initiative, a global initiative to elucidate the role of host genetic factors in susceptibility and severity of the SARS-CoV-2 virus pandemic.

Variant details and genetic-evidence tiers

Tier distribution (top 50 variants)

TierVariants
Tier 1: coding4
Tier 2: splice/UTR4
Tier 3: regulatory1
Tier 4: intronic/intergenic41

MAF distribution

BucketVariants
common (>=0.05)40
low_freq (0.01-0.05)5
rare (<0.01)2
unknown3

Functional consequences

ConsequenceCount
intron_variant34
intergenic_variant5
missense_variant3
5_prime_UTR_variant2
frameshift_variant1
non_coding_transcript_exon_variant1
splice_acceptor_variant1
3_prime_UTR_variant1
unknown1
regulatory_region_variant1

Top variants

rsIDChrPosAllelesMAFConsequenceGenep-valueTier
rs73064425345859597C>T0.077intron_variantLZTFL12e-133Tier 4: intronic/intergenic
rs10490770345823240T>C0.081intron_variantSLC6A20 - LZTFL11e-73Tier 4: intronic/intergenic
rs71325088345821460T>C0.05intron_variantSLC6A20 - LZTFL13e-54Tier 4: intronic/intergenic
rs91280525391332740840.349intron_variantABO1e-39Tier 4: intronic/intergenic
rs12610495194717660A>G,T0.31intron_variantDPP94e-36Tier 4: intronic/intergenic
rs2271616345796521G>A,T0.1185_prime_UTR_variantSLC6A202e-34Tier 2: splice/UTR
rs8790555939133271182intron_variantABO7e-34Tier 4: intronic/intergenic
rs2109069194719431G>A0.316intron_variantDPP91e-21Tier 4: intronic/intergenic
rs178601152133230000C>A,G,T0.325_prime_UTR_variantIFNAR2, IFNAR2-IL10RB1e-21Tier 2: splice/UTR
rs130507282133242905T>A,C0.349intron_variantIFNAR2-IL10RB, IFNAR23e-20Tier 4: intronic/intergenic
rs94113789133270015A>C,T0.05intron_variantABO5e-20Tier 4: intronic/intergenic
rs81767199133257522T>TC0.337frameshift_variantABO4e-19Tier 1: coding
rs73062389345793925G>A0.064intron_variantSLC6A204e-19Tier 4: intronic/intergenic
rs13078854345820440G>A0.05non_coding_transcript_exon_variantSLC6A20 - LZTFL12e-18Tier 4: intronic/intergenic
rs345364431910352442G>C,T0.05missense_variantTYK27e-17Tier 1: coding
rs11385942345834968G>GA0.05intron_variantLZTFL13e-16Tier 4: intronic/intergenic
rs119193893101705614T>C0.351intergenic_variantRPL24 - PDCL3P43e-15Tier 4: intronic/intergenic
rs35044562345867532A>G0.05intron_variantLZTFL14e-14Tier 4: intronic/intergenic
rs608707243101776487CAAAAA>C,CA,CAA,CAAA,CAAAA,CAAAAAA,CAAAAAAA,CAAAAAAAA,CAAAAAAAAAAAA0.333intergenic_variantCEP97 - NXPE37e-14Tier 4: intronic/intergenic
rs110857271910355447C>T0.05intron_variantTYK21e-13Tier 4: intronic/intergenic
rs140221038345954233AT>A,ATT0.05intron_variantFYCO11e-13Tier 4: intronic/intergenic
rs1077467112112919388G>A,C0.348splice_acceptor_variantOAS14e-13Tier 2: splice/UTR
rs190509934X15602217T>Cintron_variantACE25e-13Tier 4: intronic/intergenic
rs44248721593046840T>A,G0.008intron_variantRGMA9e-13Tier 4: intronic/intergenic
rs412649151155197995A>G0.11intron_variantTHBS3-AS1, THBS31e-12Tier 4: intronic/intergenic
rs5500579133271182T>A,C0.05intron_variantABO1e-12Tier 4: intronic/intergenic
rs124820602133239266C>A,G,T0.05intron_variantIFNAR2-IL10RB, IFNAR22e-12Tier 4: intronic/intergenic
rs2531743345796808G>A,C,T0.05intron_variantSLC6A20 - LZTFL13e-12Tier 4: intronic/intergenic
rs81785212133287378C>T0.27intron_variantIFNAR2-IL10RB, IL10RB4e-12Tier 4: intronic/intergenic
rs1886814641534945A>C0.05intron_variantFOXP4-AS14e-12Tier 4: intronic/intergenic

Genes & proteins

Mendelian disease overlap and somatic drivers

GenCC: 0 · Orphanet: 10 · OMIM-shared: 0 · Dual-evidence (GWAS+Mendelian): 0

Orphanet rare-disease linkage (cohort genes)

GeneOrphanet IDRare disease
TYK2Orphanet:300865Primary cutaneous anaplastic large cell lymphoma
TYK2Orphanet:331226Susceptibility to infection due to TYK2 deficiency
TYK2Orphanet:98842Lymphomatoid papulosis
FYCO1Orphanet:98991Early-onset nuclear cataract
FYCO1Orphanet:98994Total early-onset cataract
DPP9Orphanet:2032Idiopathic pulmonary fibrosis
SLC6A20Orphanet:42062Iminoglycinuria
IFNAR2Orphanet:431166Primary immunodeficiency with post-measles-mumps-rubella vaccine viral infection
IL10RBOrphanet:238569Immune dysregulation-inflammatory bowel disease-arthritis-recurrent infections syndrome
LZTFL1Orphanet:110Bardet-Biedl syndrome

Cohort genes → proteins

28 cohort genes, 23 distinct canonical proteins.

Evidence partition

SubsetGenes
gwas_only28

Cohort genes (full)

SymbolHGNCEnsemblUniProtNameEvidence
TYK2HGNC:12440ENSG00000105397P29597Non-receptor tyrosine-protein kinase TYK2gwas
B3GNT3HGNC:13528ENSG00000179913Q9Y2A9N-acetyllactosaminide beta-1,3-N-acetylglucosaminyltransferase 3gwas
TINCRHGNC:14607ENSG00000223573A0A2R8Y7D0Ubiquitin domain-containing protein TINCRgwas
FYCO1HGNC:14673ENSG00000163820Q9BQS8FYVE and coiled-coil domain-containing protein 1gwas
CCR9HGNC:1610ENSG00000173585P51686C-C chemokine receptor type 9gwas
XCR1HGNC:1625ENSG00000173578P46094Chemokine XC receptor 1gwas
TRIM5HGNC:16276ENSG00000132256Q9C035Tripartite motif-containing protein 5gwas
CXCR6HGNC:16647ENSG00000172215O00574C-X-C chemokine receptor type 6gwas
DPP9HGNC:18648ENSG00000142002Q86TI2Dipeptidyl peptidase 9gwas
TAFA2HGNC:21589ENSG00000198673Q8N3H0Chemokine-like protein TAFA-2gwas
DELEC1HGNC:23658ENSG00000173077Q9P2X7Deleted in esophageal cancer 1gwas
ZNF521HGNC:24605ENSG00000198795Q96K83Zinc finger protein 521gwas
WDR59HGNC:25706ENSG00000103091Q6PJI9GATOR2 complex protein WDR59gwas
DDX1HGNC:2734ENSG00000079785Q92499ATP-dependent RNA helicase DDX1gwas
DLGAP1HGNC:2905ENSG00000170579O14490Disks large-associated protein 1gwas
SLC6A20HGNC:30927ENSG00000163817Q9NP91Sodium- and chloride-dependent transporter XTRP3gwas
HAS2-AS1HGNC:34340ENSG00000248690HAS2 antisense RNA 1gwas
RN7SKP190HGNC:45914ENSG00000251888RN7SK pseudogene 190gwas
PKN2-AS1HGNC:50597ENSG00000237505PKN2 antisense RNA 1gwas
MYHASHGNC:50609ENSG00000272975myosin heavy chain gene cluster antisense RNAgwas
LINC02313HGNC:53232ENSG00000258474long intergenic non-protein coding RNA 2313gwas
IFNAR2HGNC:5433ENSG00000159110P48551Interferon alpha/beta receptor 2gwas
IL10RBHGNC:5965ENSG00000243646Q08334Interleukin-10 receptor subunit betagwas
LZTFL1HGNC:6741ENSG00000163818Q9NQ48Leucine zipper transcription factor-like protein 1gwas
ABOHGNC:79ENSG00000175164P16442Histo-blood group ABO system transferasegwas
NPR3HGNC:7945ENSG00000113389P17342Atrial natriuretic peptide receptor 3gwas
PAPPAHGNC:8602ENSG00000182752Q13219Pappalysin-1gwas
PTPRN2HGNC:9677ENSG00000155093Q92932Receptor-type tyrosine-protein phosphatase N2gwas

Cohort function summary

Lead sentence per gene, UniProt-curated.

SymbolProtein nameFunction (lead sentence)
TYK2Non-receptor tyrosine-protein kinase TYK2Tyrosine kinase of the non-receptor type involved in numerous cytokines and interferons signaling, which regulates cell growth, development, cell migration, innate and adaptive immunity.
B3GNT3N-acetyllactosaminide beta-1,3-N-acetylglucosaminyltransferase 3Beta-1,3-N-acetylglucosaminyltransferase involved in the synthesis of poly-N-acetyllactosamine.
TINCRUbiquitin domain-containing protein TINCRPromotes epithelial differentiation by enhancing the sumoylation and activation of CDC42.
FYCO1FYVE and coiled-coil domain-containing protein 1May mediate microtubule plus end-directed vesicle transport.
CCR9C-C chemokine receptor type 9Receptor for chemokine SCYA25/TECK.
XCR1Chemokine XC receptor 1Receptor for chemokines SCYC1 and SCYC2.
TRIM5Tripartite motif-containing protein 5Capsid-specific restriction factor that prevents infection from non-host-adapted retroviruses.
CXCR6C-X-C chemokine receptor type 6Receptor for the C-X-C chemokine CXCL16.
DPP9Dipeptidyl peptidase 9Dipeptidyl peptidase that cleaves off N-terminal dipeptides from proteins having a Pro or Ala residue at position 2.
TAFA2Chemokine-like protein TAFA-2Has a role as neurotrophic factor involved in neuronal survival and neurobiological functions.
DELEC1Deleted in esophageal cancer 1Candidate tumor suppressor.
ZNF521Zinc finger protein 521Transcription factor that can both act as an activator or a repressor depending on the context.
WDR59GATOR2 complex protein WDR59As a component of the GATOR2 complex, functions as an activator of the amino acid-sensing branch of the mTORC1 signaling pathway.
DDX1ATP-dependent RNA helicase DDX1Acts as an ATP-dependent RNA helicase, able to unwind both RNA-RNA and RNA-DNA duplexes.
DLGAP1Disks large-associated protein 1Part of the postsynaptic scaffold in neuronal cells.
SLC6A20Sodium- and chloride-dependent transporter XTRP3Mediates the Na(+)- and Cl(-)-dependent uptake of imino acids such as L-proline, N-methyl-L-proline and pipecolate as well as N-methylated amino acids.
IFNAR2Interferon alpha/beta receptor 2Together with IFNAR1, forms the heterodimeric receptor for type I interferons (including interferons alpha, beta, epsilon, omega and kappa).
IL10RBInterleukin-10 receptor subunit betaShared cell surface receptor required for the activation of five class 2 cytokines: IL10, IL22, IL26, IL28, and IFNL1.
LZTFL1Leucine zipper transcription factor-like protein 1Regulates ciliary localization of the BBSome complex.
ABOHisto-blood group ABO system transferaseThis protein is the basis of the ABO blood group system.
NPR3Atrial natriuretic peptide receptor 3Receptor for the natriuretic peptide hormones, binding with similar affinities atrial natriuretic peptide NPPA/ANP, brain natriuretic peptide NPPB/BNP, and C-type natriuretic peptide NPPC/CNP.
PAPPAPappalysin-1Metalloproteinase which specifically cleaves IGFBP-4 and IGFBP-5, resulting in release of bound IGF.
PTPRN2Receptor-type tyrosine-protein phosphatase N2Plays a role in vesicle-mediated secretory processes.

Protein-family classification

Druggable: 11 · Difficult: 4 · Unknown: 13 · Druggable fraction: 0.39

Family distribution

Cohort families vs a genome-wide background (hypergeometric, BH-FDR; fold = observed/expected). Counts kept; sorted by enrichment, so the catch-all Other/Unknown bucket no longer leads.

FamilyGenesFoldFDR
Phosphatase13.0×0.571
Protease22.6×0.571
GPCR32.6×0.571
Antibody/Immunoglobulin22.1×0.571
Transcription factor41.2×0.712
Kinase11.0×0.789
Enzyme (other)20.9×0.789
Other/Unknown130.8×0.883

Per-gene assignment

SymbolFamilyDruggable?ECInterPro (top 3)
TYK2Kinaseyes2.7.10.2FERM_domain, Prot_kinase_dom, SH2
B3GNT3Enzyme (other)yes2.4.1.146Glyco_trans_31
TINCROther/UnknownnoUbiquitin-like_dom, Ubiquitin-like_domsf
FYCO1Transcription factornoZnf_FYVE, Run_dom, GOLD_dom
CCR9GPCRyesGPCR_Rhodpsn, Chemokine_rcpt, Chemokine_CCR9
XCR1GPCRyesGPCR_Rhodpsn, Chemokine_XCR1, GPCR_Rhodpsn_7TM
TRIM5Transcription factorno2.3.2.27Znf_B-box, Znf_RING, B30.2/SPRY
CXCR6GPCRyesGPCR_Rhodpsn, Chemokine_rcpt, Chemokine_CXCR6
DPP9Proteaseyes3.4.13.19Peptidase_S9_cat, Peptidase_S9B_N, AB_hydrolase_fold
TAFA2Other/UnknownnoChemokine-like_TAFA, TAFA_chemokine-like
DELEC1Other/UnknownnoDEC1
ZNF521Transcription factornoZnf_C2H2_type, Znf_C2H2_sf
WDR59Transcription factornoWD40_rpt, RWD_dom, WD40/YVTN_repeat-like_dom_sf
DDX1Other/UnknownnoHelicase_C-like, B30.2/SPRY, SPRY_dom
DLGAP1Other/UnknownnoSAPAP
SLC6A20Other/UnknownnoNa/ntran_symport, Neutral_aa_SLC6, SNS_sf
HAS2-AS1Other/Unknownno
RN7SKP190Other/Unknownno
PKN2-AS1Other/Unknownno
MYHASOther/Unknownno
LINC02313Other/Unknownno
IFNAR2Antibody/ImmunoglobulinyesFN3_dom, Ig-like_fold, Interferon/interleukin_rcp_dom
IL10RBAntibody/ImmunoglobulinyesFN3_dom, Ig-like_fold, Interferon/interleukin_rcp_dom
LZTFL1Other/UnknownnoLZTFL1
ABOEnzyme (other)yes2.4.1.37Glyco_trans_6, Nucleotide-diphossugar_trans
NPR3Other/UnknownnoANPR/GUC, ANF_lig-bd_rcpt, Peripla_BP_I
PAPPAProteaseyes3.4.24.79Sushi_SCR_CCP_dom, Notch_dom, LamG-like
PTPRN2Phosphataseyes3.1.3.48PTP_cat, Tyr_Pase_dom, Tyr_Pase_cat

Expression context

Cohort genes with no expression data: 0.

24 cohort genes are a single-cell marker in ≥1 SCXA experiment.

Breadth distribution (Bgee present_calls)

BucketGenes
narrow (1-5 tissues)0
moderate (6-20)1
broad (>20)27
unknown0

Top tissues across cohort

TissueCohort genes
male germ line stem cell (sensu Vertebrata) in testis4
primordial germ cell in gonad4
buccal mucosa cell4
granulocyte3
skeletal muscle tissue3
biceps brachii2
skeletal muscle tissue of biceps brachii2
duodenum2
lymph node2
hindlimb stylopod muscle2
primary visual cortex2
cerebellar vermis2
right lobe of thyroid gland2
blood2
leukocyte2
monocyte2
placenta2
adenohypophysis1
right hemisphere of cerebellum1
lower esophagus mucosa1

Per-gene tissue summary (top 30)

SymbolBgee breadthFANTOM5 breadthSCXATop tissues
TYK2288ubiquitousmarkergranulocyte, right hemisphere of cerebellum, adenohypophysis
B3GNT3132broadmarkermucosa of transverse colon, rectum, lower esophagus mucosa
TINCR180broadmarkerupper arm skin, skin of leg, skin of abdomen
FYCO1284ubiquitousmarkerskeletal muscle tissue of rectus abdominis, biceps brachii, skeletal muscle tissue of biceps brachii
CCR9106tissue_specificyesthymus, duodenum, small intestine Peyer’s patch
XCR1121tissue_specificmarkerprimordial germ cell in gonad, male germ line stem cell (sensu Vertebrata) in testis, lymph node
TRIM5235ubiquitousmarkersural nerve, germinal epithelium of ovary, palpebral conjunctiva
CXCR6164tissue_specificmarkercervix squamous epithelium, spleen, lymph node
DPP9236ubiquitousmarkergastrocnemius, hindlimb stylopod muscle, right lobe of liver
TAFA2201broadmarkersecondary oocyte, buccal mucosa cell, primary visual cortex
DELEC1154tissue_specificmarkermale germ line stem cell (sensu Vertebrata) in testis, primordial germ cell in gonad, granulocyte
ZNF521240ubiquitousmarkercerebellar vermis, buccal mucosa cell, calcaneal tendon
WDR59279ubiquitousmarkerright lobe of thyroid gland, left lobe of thyroid gland, right uterine tube
DDX1301ubiquitousmarkerskeletal muscle tissue of biceps brachii, biceps brachii, heart right ventricle
DLGAP1214broadmarkerBrodmann (1909) area 23, endothelial cell, primary visual cortex
SLC6A20172tissue_specificmarkerpigmented layer of retina, choroid plexus epithelium, duodenum
HAS2-AS1128tissue_specificmarkermale germ line stem cell (sensu Vertebrata) in testis, primordial germ cell in gonad, left testis
RN7SKP19018tissue_specificyesbone marrow cell, granulocyte, blood
PKN2-AS1124tissue_specificmarkermale germ line stem cell (sensu Vertebrata) in testis, primordial germ cell in gonad, skeletal muscle tissue
MYHAS65tissue_specificyesskeletal muscle tissue, hindlimb stylopod muscle, muscle of leg
LINC02313107tissue_specificyescerebellar vermis, quadriceps femoris, skeletal muscle tissue
IFNAR2275ubiquitousmarkerblood, monocyte, leukocyte
IL10RB142ubiquitousmarkerplacenta, monocyte, leukocyte
LZTFL1282ubiquitousmarkerbronchial epithelial cell, sperm, epithelium of bronchus
ABO169broadmarkertendon of biceps brachii, buccal mucosa cell, right lobe of thyroid gland
NPR3236broadmarkeradrenal tissue, kidney epithelium, renal glomerulus
PAPPA244broadmarkerdecidua, placenta, buccal mucosa cell
PTPRN2254broadmarkerlateral nuclear group of thalamus, middle temporal gyrus, lateral globus pallidus

Protein interactions among cohort

Intra-cohort edges: 19.

Hub genes (top 10 by interactor count)

SymbolInteractor count
DDX15,253
TYK23,932
IFNAR22,159
DPP91,878
CXCR61,705
WDR591,685
FYCO11,637
IL10RB1,554
PTPRN21,491
CCR91,479

Intra-cohort edges

ABSources
CCR9FYCO1string_interaction
CCR9LZTFL1string_interaction
CCR9SLC6A20string_interaction
CXCR6FYCO1string_interaction
CXCR6LZTFL1string_interaction
CXCR6SLC6A20string_interaction
DPP9IFNAR2string_interaction
DPP9LZTFL1string_interaction
DPP9SLC6A20string_interaction
DPP9TYK2string_interaction
FYCO1LZTFL1string_interaction
FYCO1SLC6A20string_interaction
FYCO1XCR1string_interaction
IFNAR2IL10RBstring_interaction
IFNAR2TYK2string_interaction
IL10RBTYK2string_interaction
LZTFL1SLC6A20string_interaction
LZTFL1XCR1string_interaction
SLC6A20XCR1string_interaction

Structural data

PDB: 17 · AlphaFold-only: 6 · No structure: 5

Cohort genes with PDB structures (top 30)

SymbolUniProtPDB entries
ABOP16442151
TYK2P2959752
DPP9Q86TI214
SLC6A20Q9NP9110
IFNAR2P485519
PAPPAQ132198
WDR59Q6PJI95
IL10RBQ083345
NPR3P173424
FYCO1Q9BQS83
DLGAP1O144903
PTPRN2Q929323
TRIM5Q9C0352
DDX1Q924992
TINCRA0A2R8Y7D01
CCR9P516861
XCR1P460941

AlphaFold-only cohort genes (top 30 by pLDDT)

SymbolUniProtpLDDT
B3GNT3Q9Y2A988.47
TAFA2Q8N3H087.99
LZTFL1Q9NQ4883.74
CXCR6O0057482.16
DELEC1Q9P2X762.47
ZNF521Q96K8361.75

Function

Pathway analysis

Distinct Reactome pathways touched by cohort: 64. Enrichment computed across 28 evidence-associated genes (16 with Reactome annotation).

Pathways by enrichment

Over-representation of cohort genes vs the genome-wide background (hypergeometric test, Benjamini-Hochberg FDR; fold = observed/expected over 16 annotated cohort genes). Counts and members are kept as ground-truth; sorted by enrichment.

PathwayCohort genesFoldFDRSample cohort genes
Chemokine receptors bind chemokines335.1×0.005CCR9, XCR1, CXCR6
Other interleukin signaling259.5×0.010TYK2, IL10RB
Regulation of IFNA/IFNB signaling254.9×0.010TYK2, IFNAR2
Interleukin-20 family signaling252.9×0.010TYK2, IL10RB
Evasion by RSV of host interferon responses240.8×0.014TYK2, IFNAR2
Interleukin-10 signaling229.1×0.022TYK2, IL10RB
Variant SLC6A20 affecting neurotransmitter transport contributes towards hyperglycinuria (HG) and iminoglycinuria (IG)1356.9×0.022SLC6A20
Variant SLC6A20 affecting amino acid transport contributes towards hyperglycinuria (HG) and iminoglycinuria (IG)1356.9×0.022SLC6A20
Interferon alpha/beta signaling219.0×0.034TYK2, IFNAR2
Potential therapeutics for SARS214.3×0.054TYK2, IFNAR2
Interleukin-23 signaling179.3×0.056TYK2
MAPK1 (ERK2) activation171.4×0.056TYK2
Formation of the posterior neural plate171.4×0.056ZNF521
MAPK3 (ERK1) activation164.9×0.056TYK2
Interleukin-27 signaling164.9×0.056TYK2
Formation of the anterior neural plate164.9×0.056ZNF521
Interleukin-6 signaling159.5×0.056TYK2
Interleukin-35 Signalling159.5×0.056TYK2
SARS-CoV-2 activates/modulates innate and adaptive immune responses211.2×0.056TYK2, IFNAR2
IL-6-type cytokine receptor ligand interactions139.6×0.080TYK2
Signaling by CSF3 (G-CSF)135.7×0.084TYK2
PD-L1(CD274) glycosylation and translocation to plasma membrane132.4×0.085B3GNT3
Keratan sulfate/keratin metabolism131.0×0.085B3GNT3
BBSome-mediated cargo-targeting to cilium131.0×0.085LZTFL1
RUNX2 regulates osteoblast differentiation128.6×0.088ZNF521
Inactivation of CSF3 (G-CSF) signaling127.4×0.088TYK2
SLC-mediated transport of neurotransmitters125.5×0.088SLC6A20
Interleukin-12 signaling125.5×0.088TYK2
Keratan sulfate biosynthesis123.8×0.091B3GNT3
Amino acid transport across the plasma membrane118.8×0.111SLC6A20

GO biological processes by enrichment

Over-representation of cohort genes vs the genome-wide background (hypergeometric test, Benjamini-Hochberg FDR; fold = observed/expected over 23 annotated cohort genes). Counts and members are kept as ground-truth; sorted by enrichment.

GO termCohort genesFoldFDRSample cohort genes
type III interferon-mediated signaling pathway2133.2×0.005TYK2, IL10RB
interleukin-10-mediated signaling pathway2122.1×0.005TYK2, IL10RB
immune response510.2×0.005TYK2, CCR9, XCR1, CXCR6, IL10RB
cellular response to virus326.2×0.005TYK2, IFNAR2, IL10RB
cell chemotaxis324.1×0.005CCR9, XCR1, CXCR6
calcium-mediated signaling323.9×0.005CCR9, XCR1, CXCR6
defense response to virus412.1×0.005TRIM5, DDX1, IFNAR2, IL10RB
positive regulation of cytosolic calcium ion concentration315.3×0.014CCR9, XCR1, CXCR6
negative regulation of protein localization to ciliary membrane1732.7×0.016LZTFL1
positive regulation of receptor signaling pathway via JAK-STAT237.6×0.016TYK2, IL10RB
amino-acid betaine transport1366.4×0.021SLC6A20
positive regulation of relaxation of smooth muscle1366.4×0.021NPR3
L-isoleucine import across plasma membrane1366.4×0.021SLC6A20
proline import across plasma membrane1366.4×0.021SLC6A20
type I interferon-mediated signaling pathway229.9×0.021TYK2, IFNAR2
cell surface receptor signaling pathway via JAK-STAT225.3×0.021TYK2, IFNAR2
CD8-positive, gamma-delta intraepithelial T cell differentiation1244.2×0.025CCR9
regulation of osteoblast proliferation1244.2×0.025NPR3
negative regulation of protein localization to cilium1244.2×0.025LZTFL1
regulation of lipopolysaccharide-mediated signaling pathway1183.2×0.032TRIM5
osteoclast proliferation1146.5×0.034NPR3
L-proline import across plasma membrane1146.5×0.034SLC6A20
positive regulation of myeloid dendritic cell cytokine production1122.1×0.034DDX1
interleukin-23-mediated signaling pathway1122.1×0.034TYK2
regulation of viral entry into host cell1122.1×0.034TRIM5
regulation of secretion1122.1×0.034PTPRN2
positive regulation of NK T cell proliferation1122.1×0.034TYK2
plus-end-directed vesicle transport along microtubule1122.1×0.034FYCO1
positive regulation of autophagosome maturation1104.7×0.037FYCO1
glycine import across plasma membrane1104.7×0.037SLC6A20

Therapeutics

Drugs indicated for this disease

7 approved. Disease-direct ChEMBL indications, not inferred from the associated-gene cohort below.

DrugDevelopment status
ADENOVIRUS TYPE 26 ENCODING SARS-COV-2 SPIKE GLYCOPROTEINApproved (phase 4)
AnakinraApproved (phase 4)
CHIMPANZEE ADENOVIRUS ENCODING SARS-COV-2 SPIKE GLYCOPROTEINApproved (phase 4)
RegdanvimabApproved (phase 4)
SARS-COV-2 VIRUS SPIKE PROTEINApproved (phase 4)
SARS-COV-2 VIRUS, INACTIVATEDApproved (phase 4)
SelvacovateinApproved (phase 4)

Drug target analysis

Approved (phase 4): 3 · Phase ≥3: 4 · Phased (≥1): 4 · Undrugged: 24

Druggability breadth: 10 of 28 evidence-associated genes (36%) have a ChEMBL target (buckets above are over the deeply-mined display cohort).

Genes with an approved drug

The molecule shown is one approved compound that hits the gene — not necessarily a drug of choice or one indicated for this disease.

SymbolExample approved molecule
TYK2FEDRATINIB
DPP9SITAGLIPTIN
DDX1PONATINIB

Top cohort targets by molecule count

SymbolMoleculesMax phase
TYK2724
DPP984
DDX124
CCR913
B3GNT300
TINCR00
FYCO100
XCR100
TRIM500
CXCR600

Drugs targeting cohort genes (top 30)

MoleculeMax phaseTargets in cohort
FEDRATINIB4TYK2
RUXOLITINIB4TYK2
TOFACITINIB4TYK2
UPADACITINIB4TYK2
BARICITINIB4TYK2
FILGOTINIB4TYK2
ABROCITINIB4TYK2
DEUCRAVACITINIB4TYK2
MOMELOTINIB4TYK2
AXITINIB4TYK2
RUXOLITINIB PHOSPHATE4TYK2
INFIGRATINIB PHOSPHATE4TYK2
INFIGRATINIB4TYK2
PACRITINIB4TYK2
TOFACITINIB CITRATE4TYK2
BOSUTINIB4TYK2
PEFICITINIB4TYK2
CRAVACITINIB4TYK2
PAZOPANIB4TYK2
NINTEDANIB4TYK2
SUNITINIB4TYK2
DASATINIB4TYK2
ERLOTINIB4TYK2
CRIZOTINIB4TYK2
MIDOSTAURIN4TYK2
IMATINIB4TYK2
SITAGLIPTIN4DPP9
VILDAGLIPTIN4DPP9
TENELIGLIPTIN4DPP9
LINAGLIPTIN4DPP9

Bioactivity and enzyme data

Enzyme cohort genes (≥1 EC): 7.

Cohort genes with ChEMBL bioactivity (full, sorted by assay count)

SymbolAssaysType breakdown
TYK21,083Binding:1043, Functional:39, ADMET:1
DPP9160Binding:154, ADMET:6
CCR930Binding:17, Functional:13
CXCR622Binding:16, Functional:6
NPR322Binding:22
DDX113Binding:12, ADMET:1
ABO6Binding:6
B3GNT33Binding:3
XCR11Functional:1

Cohort enzymes (BRENDA EC)

SymbolEC numbersNames
TYK22.7.10.2non-specific protein-tyrosine kinase
B3GNT32.4.1.146, 2.4.1.149, 2.4.99.6beta-1,3-galactosyl-O-glycosyl-glycoprotein beta-1,3-N-acetylglucosaminyltransferase, N-acetyllactosaminide beta-1,3-N-acetylglucosaminyltransferase, N-acetyllactosaminide alpha-2,3-sialyltransferase
TRIM52.3.2.27RING-type E3 ubiquitin transferase
DPP93.4.13.19membrane dipeptidase
ABO2.4.1.37, 2.4.1.40, 2.4.1.88fucosylgalactoside 3-alpha-galactosyltransferase, glycoprotein-fucosylgalactoside alpha-N-acetylgalactosaminyltransferase, globoside alpha-N-acetylgalactosaminyltransferase
PAPPA3.4.24.79pappalysin-1
PTPRN23.1.3.48protein-tyrosine-phosphatase

Cohort genes with high screening signal

≥100 ChEMBL assays — a studied-ness signal; see Therapeutics for approved-drug status.

SymbolChEMBL assays
TYK21,083
DPP9160

Pharmacogenomics

Cohort genes with a PharmGKB record: 23; with CPIC/DPWG dosing guidelines: 0.

No cohort gene has a CPIC/DPWG genotype-guided dosing guideline (PharmGKB).

Chemical tractability of cohort targets

28 approved/phased compounds have measured bioactivity against a cohort gene (and aren’t yet in disease-level trials). This is a research / tractability signal, NOT a therapeutic recommendation — a bioactivity row often reflects off-target or screening binding (e.g. promiscuous kinase inhibitors against a cohort kinase), implying no disease mechanism.

CompoundMax phaseCohort target (bioactivity)
FEDRATINIB4TYK2
RUXOLITINIB4TYK2
TOFACITINIB4TYK2
UPADACITINIB4TYK2
FILGOTINIB4TYK2
ABROCITINIB4TYK2
DEUCRAVACITINIB4TYK2
MOMELOTINIB4TYK2
AXITINIB4TYK2
RUXOLITINIB PHOSPHATE4TYK2
INFIGRATINIB PHOSPHATE4TYK2
INFIGRATINIB4TYK2
PACRITINIB4TYK2
TOFACITINIB CITRATE4TYK2
BOSUTINIB4TYK2
PEFICITINIB4TYK2
CRAVACITINIB4TYK2
PAZOPANIB4TYK2
NINTEDANIB4TYK2
SUNITINIB4TYK2
DASATINIB4TYK2
ERLOTINIB4TYK2
CRIZOTINIB4TYK2
MIDOSTAURIN4TYK2
SITAGLIPTIN4DPP9
VILDAGLIPTIN4DPP9
TENELIGLIPTIN4DPP9
LINAGLIPTIN4DPP9

Druggability pyramid

Cohort genes binned by druggability tier (high → low):

TierDefinitionGenesSymbols
AApproved (phase 4 drug)3TYK2, DPP9, DDX1
BPhased (≥1) drug, not yet approved1CCR9
CDruggable family + PDB, no drug6XCR1, IFNAR2, IL10RB, ABO, PAPPA, PTPRN2
DDruggable family + AlphaFold only, no drug2B3GNT3, CXCR6
EDifficult family or no structure, no drug16TINCR, FYCO1, TRIM5, TAFA2, DELEC1, ZNF521, WDR59, DLGAP1, SLC6A20, HAS2-AS1 (+6 more)

Undrugged target profiles

24 cohort genes are undrugged. Ranked by ‘starting-point quality’ (assay depth + drugged-partner adjacency).

SymbolChEMBL assaysDrugged partners (top 3)
B3GNT33
TINCR0
FYCO10
XCR11
TRIM50
CXCR622
TAFA20
DELEC10
ZNF5210
WDR590
DLGAP10
SLC6A200
HAS2-AS10
RN7SKP1900
PKN2-AS10
MYHAS0
LINC023130
IFNAR20
IL10RB0
LZTFL10
ABO6
NPR322
PAPPA0
PTPRN20

Clinical trials & evidence

Clinical trials

Clinical trials: 5,971.

Phase distribution (across all retrieved trials)

PhaseTrials
PHASE3538
PHASE2/PHASE3224
PHASE4200
PHASE2117
PHASE1/PHASE221

Top trials by phase / activity

NCTPhaseStatusTitle
NCT04482673PHASE4ACTIVE_NOT_RECRUITINGVitamin D Supplementation in the Prevention and Mitigation of COVID-19 Infection
NCT05060991PHASE4ACTIVE_NOT_RECRUITINGImpact of Immunosuppression Adjustment on COVID-19 Vaccination Response in Kidney Transplant Recipients
NCT06008860PHASE4RECRUITINGA Pilot Clinical Evaluation of Astepro® Nasal Spray for Management of Early SARS-CoV-2 Infection
NCT06585241PHASE4RECRUITINGA Study to Investigate the Immunogenicity and Safety of mRNA COVID-19 Variant-containing Vaccine Formulations
NCT06587503PHASE4NOT_YET_RECRUITINGSafety and Immunogenicity of rVSVΔG-ZEBOV-GP Vaccination When Dosed Concurrently With mRNA COVID-19 Vaccine Booster Doses
NCT06633835PHASE4ACTIVE_NOT_RECRUITINGImpact of Reactogenicity of the 2024-2025 COVID-19 Vaccines on Health Care Workers and First Responders in the United States
NCT07051031PHASE4ACTIVE_NOT_RECRUITINGCOVID-19 Reactogenicity
NCT07086222PHASE4ACTIVE_NOT_RECRUITINGEfficacy and Safety of NVX-CoV2705
NCT07089706PHASE4RECRUITINGA Study to Evaluate the Immunogenicity and Safety of mRNA-1283 COVID-19 Variant-containing Formulations
NCT07240649PHASE4NOT_YET_RECRUITINGOutcomes From Hyperbaric Oxygen (HBO2) Treatment for Emerging Indications
NCT07266558PHASE4ACTIVE_NOT_RECRUITINGA Study to Evaluate the Efficacy and Safety of mRNA-1283 and mRNA-1273 in Participants 50 to 64 Years of Age Without High-Risk Conditions for Severe Coronavirus Disease 2019 (COVID-19)
NCT07279766PHASE4ACTIVE_NOT_RECRUITINGEffectiveness of mRNA-1273 Variant-Containing Vaccine Formulation Against Severe Outcomes in Adults Aged 50-64 Years Without Risk Factors for Severe COVID-19
NCT07287137PHASE4ACTIVE_NOT_RECRUITINGComparative Immunogenicity of Respiratory Virus Vaccines (CIRV2) Study
NCT04254874PHASE4UNKNOWNA Prospective/Retrospective,Randomized Controlled Clinical Study of Interferon Atomization in the 2019-nCoV Pneumonia
NCT04255017PHASE4UNKNOWNA Prospective/Retrospective,Randomized Controlled Clinical Study of Antiviral Therapy in the 2019-nCoV Pneumonia
NCT04260594PHASE4COMPLETEDClinical Study of Arbidol Hydrochloride Tablets in the Treatment of Pneumonia Caused by Novel Coronavirus
NCT04291729PHASE4COMPLETEDEvaluation of Ganovo (Danoprevir ) Combined With Ritonavir in the Treatment of SARS-CoV-2 Infection
NCT04296643PHASE4COMPLETEDMedical Masks vs N95 Respirators for COVID-19
NCT04326920PHASE4COMPLETEDSargramostim in Patients With Acute Hypoxic Respiratory Failure Due to COVID-19 (SARPAC)
NCT04330300PHASE4SUSPENDEDCoronavirus (COVID-19) ACEi/ARB Investigation
NCT04330495PHASE4WITHDRAWNRandomized, Controlled, Double-blind Clinical Trial Comparing the Efficacy and Safety of Chemoprophylaxis With Hydroxychloroquine in Patients Under Biological Treatment and / or JAK Inhibitors in the Prevention of SARS-CoV-2 Infection
NCT04331600PHASE4COMPLETEDChloroquine as Antiviral Treatment in Coronavirus Infection 2020
NCT04334629PHASE4WITHDRAWNLIBERATE Trial in COVID-19
NCT04334967PHASE4SUSPENDEDHydroxychloroquine in Patients With Newly Diagnosed COVID-19 Compared to Standard of Care
NCT04335786PHASE4TERMINATEDValsartan for Prevention of Acute Respiratory Distress Syndrome in Hospitalized Patients With SARS-COV-2 (COVID-19) Infection Disease
NCT04345276PHASE4COMPLETEDEfficacy and Safety of Ganovo (Danoprevir) Combined With Ritonavir in the Treatment of SARS-CoV-2 Infection
NCT04346667PHASE4TERMINATEDPost-Exposure Prophylaxis for Asymptomatic SARS-CoV-2 COVID-19 Patients With choloroquinE Compounds
NCT04348370PHASE4COMPLETEDBCG Vaccine for Health Care Workers as Defense Against COVID 19
NCT04350086PHASE4WITHDRAWNUse of Dexmedetomidine in Light to Moderate Sedation in the Patient in the Palliative Situation of a Sars-cov-2 / COVID-19 Infection
NCT04350671PHASE4UNKNOWNInterferon Beta 1a in Hospitalized COVID-19 Patients
NCT04350684PHASE4UNKNOWNUmifenovir in Hospitalized COVID-19 Patients
NCT04351191PHASE4TERMINATEDPRophylaxis of Exposed COVID-19 Individuals With Mild Symptoms Using choloroquinE Compounds
NCT04353596PHASE4COMPLETEDStopping ACE-inhibitors in COVID-19
NCT04355026PHASE4UNKNOWNUse of Bromhexine and Hydroxychloroquine for Treatment of COVID-19 Pneumonia
NCT04359316PHASE4UNKNOWNAzithromycin in Hospitalized COVID-19 Patients
NCT04359615PHASE4UNKNOWNFavipiravir in Hospitalized COVID-19 Patients
NCT04361643PHASE4UNKNOWNLow-dose Lenalidomide for Non-severe COVID-19 Treatment Trial
NCT04362332PHASE4TERMINATEDChloroquine, Hydroxychloroquine or Only Supportive Care in Patients AdmItted With Moderate to Severe COVID-19
NCT04367831PHASE4COMPLETEDIntermediate or Prophylactic-Dose Anticoagulation for Venous or Arterial Thromboembolism in Severe COVID-19
NCT04369794PHASE4COMPLETEDCOVID-19: BCG As Therapeutic Vaccine, Transmission Limitation, and Immunoglobulin Enhancement

Drugs tested across these trials (top 30)

MoleculeMax phaseTrials referencing
HYDROXYCHLOROQUINE443
REMDESIVIR437
IVERMECTIN430
TOZINAMERAN423
FAVIPIRAVIR421
FLUVOXAMINE418
CHLOROQUINE412
COLCHICINE412
ELASOMERAN412
NITAZOXANIDE412
ASCORBIC ACID410
BARICITINIB410
NIRMATRELVIR410
ANAKINRA49
DOXYCYCLINE ANHYDROUS49
LOPINAVIR49
SOTROVIMAB49
FAMOTIDINE46
INTERFERON BETA-1A46
RITONAVIR46
APIXABAN45
ENOXAPARIN SODIUM45
HEPARIN45
IMATINIB45
TOCILIZUMAB45
POVIDONE-IODINE44
SARILUMAB44
AZITHROMYCIN43
CICLESONIDE43
DACLATASVIR43