Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: EPHA2

Gene summary for EPHA2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EPHA2

Gene ID

1969

Gene nameEPH receptor A2
Gene AliasARCC2
Cytomap1p36.13
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

A0A024QZA8


Top

Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
1969EPHA2CCI_3HumanCervixCC3.74e-086.26e-010.516
1969EPHA2CCII_1HumanCervixCC4.01e-023.04e-010.3249
1969EPHA2TumorHumanCervixCC1.35e-093.19e-010.1241
1969EPHA2sample1HumanCervixCC9.70e-064.61e-010.0959
1969EPHA2sample3HumanCervixCC4.29e-326.01e-010.1387
1969EPHA2H2HumanCervixHSIL_HPV2.02e-104.53e-010.0632
1969EPHA2L1HumanCervixCC1.49e-023.19e-010.0802
1969EPHA2T1HumanCervixCC1.81e-155.07e-010.0918
1969EPHA2T2HumanCervixCC9.80e-086.21e-010.0709
1969EPHA2T3HumanCervixCC1.49e-256.07e-010.1389
1969EPHA2HTA11_2487_2000001011HumanColorectumSER3.67e-072.55e-01-0.1808
1969EPHA2HTA11_411_2000001011HumanColorectumSER1.05e-048.84e-01-0.2602
1969EPHA2HTA11_2112_2000001011HumanColorectumSER1.47e-035.66e-01-0.2196
1969EPHA2HTA11_1391_2000001011HumanColorectumAD1.43e-042.29e-01-0.059
1969EPHA2HTA11_99999970781_79442HumanColorectumMSS1.77e-073.51e-010.294
1969EPHA2HTA11_99999971662_82457HumanColorectumMSS5.09e-094.66e-010.3859
1969EPHA2HTA11_99999973899_84307HumanColorectumMSS1.33e-033.18e-010.2585
1969EPHA2HTA11_99999974143_84620HumanColorectumMSS5.34e-378.69e-010.3005
1969EPHA2LZE4THumanEsophagusESCC1.29e-07-4.89e-010.0811
1969EPHA2LZE7THumanEsophagusESCC2.77e-06-5.12e-010.0667
Page: 1 2 3 4 5 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
Colorectum (GSE201348)The image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
EsophagusThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
Oral CavityThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
ProstateThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.BPH: Benign Prostatic Hyperplasia
SkinThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

Top

Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:009719310CervixCCintrinsic apoptotic signaling pathway85/2311288/187234.56e-156.46e-1285
GO:001603210CervixCCviral process109/2311415/187235.40e-156.46e-12109
GO:001905810CervixCCviral life cycle87/2311317/187232.20e-131.20e-1087
GO:009013210CervixCCepithelium migration90/2311360/187232.45e-116.11e-0990
GO:00016679CervixCCameboidal-type cell migration110/2311475/187232.66e-116.36e-09110
GO:001063110CervixCCepithelial cell migration89/2311357/187233.72e-118.54e-0989
GO:00085446CervixCCepidermis development83/2311324/187233.91e-118.54e-0983
GO:009013010CervixCCtissue migration90/2311365/187235.42e-111.05e-0890
GO:00435884CervixCCskin development71/2311263/187238.04e-111.46e-0871
GO:190382910CervixCCpositive regulation of cellular protein localization72/2311276/187233.20e-104.46e-0872
GO:007265910CervixCCprotein localization to plasma membrane73/2311284/187234.95e-106.73e-0873
GO:005212610CervixCCmovement in host environment52/2311175/187237.03e-108.76e-0852
GO:004440910CervixCCentry into host47/2311151/187238.45e-101.03e-0747
GO:005170110CervixCCbiological process involved in interaction with host57/2311203/187231.18e-091.41e-0757
GO:00506737CervixCCepithelial cell proliferation98/2311437/187232.01e-092.15e-0798
GO:001063210CervixCCregulation of epithelial cell migration72/2311292/187234.52e-094.43e-0772
GO:004671810CervixCCviral entry into host cell44/2311144/187235.47e-095.03e-0744
GO:004440310CervixCCbiological process involved in symbiotic interaction71/2311290/187237.94e-096.98e-0771
GO:003367410CervixCCpositive regulation of kinase activity101/2311467/187238.66e-097.22e-07101
GO:19907788CervixCCprotein localization to cell periphery78/2311333/187231.22e-089.73e-0778
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0401512CervixCCRap1 signaling pathway56/1267210/84656.23e-065.61e-053.32e-0556
hsa043609CervixCCAxon guidance47/1267182/84658.13e-055.38e-043.18e-0447
hsa040142CervixCCRas signaling pathway51/1267236/84653.55e-031.34e-027.91e-0351
hsa040109CervixCCMAPK signaling pathway62/1267302/84654.89e-031.67e-029.86e-0362
hsa0401513CervixCCRap1 signaling pathway56/1267210/84656.23e-065.61e-053.32e-0556
hsa0436012CervixCCAxon guidance47/1267182/84658.13e-055.38e-043.18e-0447
hsa0401411CervixCCRas signaling pathway51/1267236/84653.55e-031.34e-027.91e-0351
hsa0401012CervixCCMAPK signaling pathway62/1267302/84654.89e-031.67e-029.86e-0362
hsa040152ColorectumSERRap1 signaling pathway54/1580210/84656.55e-033.68e-022.67e-0254
hsa040153ColorectumSERRap1 signaling pathway54/1580210/84656.55e-033.68e-022.67e-0254
hsa040154ColorectumMSSRap1 signaling pathway66/1875210/84651.03e-035.94e-033.64e-0366
hsa043602ColorectumMSSAxon guidance54/1875182/84651.03e-023.69e-022.26e-0254
hsa040155ColorectumMSSRap1 signaling pathway66/1875210/84651.03e-035.94e-033.64e-0366
hsa043603ColorectumMSSAxon guidance54/1875182/84651.03e-023.69e-022.26e-0254
hsa0436016EsophagusESCCAxon guidance108/4205182/84655.13e-031.30e-026.67e-03108
hsa041517EsophagusESCCPI3K-Akt signaling pathway197/4205354/84651.24e-022.83e-021.45e-02197
hsa0436017EsophagusESCCAxon guidance108/4205182/84655.13e-031.30e-026.67e-03108
hsa0415114EsophagusESCCPI3K-Akt signaling pathway197/4205354/84651.24e-022.83e-021.45e-02197
hsa0401014Oral cavityOSCCMAPK signaling pathway165/3704302/84657.11e-052.74e-041.40e-04165
hsa041516Oral cavityOSCCPI3K-Akt signaling pathway185/3704354/84656.26e-041.86e-039.49e-04185
Page: 1 2 

Top

Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
EFNA1EPHA2EFNA1_EPHA2EPHABreastDCIS
EFNA5EPHA2EFNA5_EPHA2EPHABreastDCIS
EFNA1EPHA2EFNA1_EPHA2EPHACervixADJ
EFNA1EPHA2EFNA1_EPHA2EPHACervixCC
EFNA5EPHA2EFNA5_EPHA2EPHACervixCC
EFNA1EPHA2EFNA1_EPHA2EPHACRCFAP
EFNA5EPHA2EFNA5_EPHA2EPHACRCFAP
EFNA1EPHA2EFNA1_EPHA2EPHACRCMSI-H
EFNA3EPHA2EFNA3_EPHA2EPHACRCMSI-H
EFNA5EPHA2EFNA5_EPHA2EPHACRCMSI-H
EFNA1EPHA2EFNA1_EPHA2EPHACRCMSS
EFNA5EPHA2EFNA5_EPHA2EPHACRCSER
EFNA1EPHA2EFNA1_EPHA2EPHAEndometriumADJ
EFNA5EPHA2EFNA5_EPHA2EPHAEndometriumADJ
EFNA1EPHA2EFNA1_EPHA2EPHAEndometriumAEH
EFNA5EPHA2EFNA5_EPHA2EPHAEndometriumAEH
EFNA1EPHA2EFNA1_EPHA2EPHAEndometriumHealthy
EFNA1EPHA2EFNA1_EPHA2EPHAEsophagusADJ
EFNA1EPHA2EFNA1_EPHA2EPHAEsophagusESCC
EFNA3EPHA2EFNA3_EPHA2EPHAEsophagusESCC
Page: 1 

Top

Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
Page: 1 

Top

Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
EPHA2SNVMissense_Mutationnovelc.689G>Ap.Cys230Tyrp.C230YP29317protein_codingdeleterious(0)benign(0.336)TCGA-AN-A0FS-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
EPHA2SNVMissense_Mutationrs754656950c.1012N>Ap.Val338Metp.V338MP29317protein_codingtolerated(0.13)benign(0.056)TCGA-AR-A2LL-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
EPHA2SNVMissense_Mutationc.625G>Ap.Ala209Thrp.A209TP29317protein_codingdeleterious(0)benign(0.142)TCGA-BH-A0AV-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
EPHA2SNVMissense_Mutationc.2928N>Gp.Ile976Metp.I976MP29317protein_codingdeleterious_low_confidence(0.05)probably_damaging(0.986)TCGA-BH-A0B7-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
EPHA2SNVMissense_Mutationnovelc.638N>Tp.Glu213Valp.E213VP29317protein_codingdeleterious(0)benign(0.054)TCGA-BH-A0H7-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapydoxorubicinSD
EPHA2insertionNonsense_Mutationnovelc.331_332insTTAAGGAATTGGAGGTTTAGTp.Gly111delinsValLysGluLeuGluValTerCysp.G111delinsVKELEV*CP29317protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
EPHA2insertionNonsense_Mutationnovelc.690_691insTGATTTTCCACTGGGGCCTCTATAGATGACACACp.Val231Terp.V231*P29317protein_codingTCGA-AN-A0FS-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
EPHA2insertionFrame_Shift_Insnovelc.636_637insACATTTTTAGCTGTp.Glu213ThrfsTer185p.E213Tfs*185P29317protein_codingTCGA-BH-A0H7-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapydoxorubicinSD
EPHA2deletionFrame_Shift_Delnovelc.2352delCp.Ala785ProfsTer26p.A785Pfs*26P29317protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
EPHA2SNVMissense_Mutationc.2581C>Tp.Arg861Cysp.R861CP29317protein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 

Top

Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
1969EPHA2DRUGGABLE GENOME, CELL SURFACE, KINASE, TYROSINE KINASE, CLINICALLY ACTIONABLEDASATINIBDASATINIB20360610
1969EPHA2DRUGGABLE GENOME, CELL SURFACE, KINASE, TYROSINE KINASE, CLINICALLY ACTIONABLETOZASERTIBTOZASERTIB
1969EPHA2DRUGGABLE GENOME, CELL SURFACE, KINASE, TYROSINE KINASE, CLINICALLY ACTIONABLELITHOGLYCOCHOLATELITHOGLYCOCHOLATE23489211
1969EPHA2DRUGGABLE GENOME, CELL SURFACE, KINASE, TYROSINE KINASE, CLINICALLY ACTIONABLEMLN-8054MLN-8054
1969EPHA2DRUGGABLE GENOME, CELL SURFACE, KINASE, TYROSINE KINASE, CLINICALLY ACTIONABLEOSI-632OSI-632
1969EPHA2DRUGGABLE GENOME, CELL SURFACE, KINASE, TYROSINE KINASE, CLINICALLY ACTIONABLEinhibitor249565850
1969EPHA2DRUGGABLE GENOME, CELL SURFACE, KINASE, TYROSINE KINASE, CLINICALLY ACTIONABLEDS-8895
1969EPHA2DRUGGABLE GENOME, CELL SURFACE, KINASE, TYROSINE KINASE, CLINICALLY ACTIONABLEDASATINIBDASATINIB
1969EPHA2DRUGGABLE GENOME, CELL SURFACE, KINASE, TYROSINE KINASE, CLINICALLY ACTIONABLEMEDI-547
1969EPHA2DRUGGABLE GENOME, CELL SURFACE, KINASE, TYROSINE KINASE, CLINICALLY ACTIONABLEN/A
Page: 1 2 3 4