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

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: EPHA1

Gene summary for EPHA1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EPHA1

Gene ID

2041

Gene nameEPH receptor A1
Gene AliasEPH
Cytomap7q34-q35
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

P21709


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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
2041EPHA1P23T-EHumanEsophagusESCC2.44e-072.06e-010.108
2041EPHA1P24T-EHumanEsophagusESCC5.44e-038.77e-020.1287
2041EPHA1P26T-EHumanEsophagusESCC3.80e-164.09e-010.1276
2041EPHA1P27T-EHumanEsophagusESCC6.11e-122.54e-010.1055
2041EPHA1P28T-EHumanEsophagusESCC2.19e-357.15e-010.1149
2041EPHA1P30T-EHumanEsophagusESCC2.48e-124.90e-010.137
2041EPHA1P31T-EHumanEsophagusESCC7.54e-061.14e-010.1251
2041EPHA1P32T-EHumanEsophagusESCC6.03e-061.81e-010.1666
2041EPHA1P36T-EHumanEsophagusESCC3.48e-041.44e-010.1187
2041EPHA1P37T-EHumanEsophagusESCC3.46e-132.70e-010.1371
2041EPHA1P39T-EHumanEsophagusESCC4.56e-031.45e-010.0894
2041EPHA1P40T-EHumanEsophagusESCC5.46e-031.06e-010.109
2041EPHA1P42T-EHumanEsophagusESCC7.44e-061.20e-010.1175
2041EPHA1P47T-EHumanEsophagusESCC4.07e-071.64e-010.1067
2041EPHA1P48T-EHumanEsophagusESCC4.92e-102.00e-010.0959
2041EPHA1P49T-EHumanEsophagusESCC1.31e-161.30e+000.1768
2041EPHA1P52T-EHumanEsophagusESCC2.09e-061.60e-010.1555
2041EPHA1P54T-EHumanEsophagusESCC2.31e-143.15e-010.0975
2041EPHA1P57T-EHumanEsophagusESCC2.18e-102.25e-010.0926
2041EPHA1P61T-EHumanEsophagusESCC2.24e-174.56e-010.099
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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.

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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).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:0010563111EsophagusESCCnegative regulation of phosphorus metabolic process274/8552442/187232.32e-129.41e-11274
GO:0045936111EsophagusESCCnegative regulation of phosphate metabolic process273/8552441/187233.18e-121.25e-10273
GO:0051348111EsophagusESCCnegative regulation of transferase activity177/8552268/187231.08e-114.00e-10177
GO:1902905111EsophagusESCCpositive regulation of supramolecular fiber organization142/8552209/187235.51e-111.76e-09142
GO:1902903111EsophagusESCCregulation of supramolecular fiber organization237/8552383/187239.06e-112.75e-09237
GO:0042326111EsophagusESCCnegative regulation of phosphorylation237/8552385/187231.86e-105.33e-09237
GO:0001933111EsophagusESCCnegative regulation of protein phosphorylation213/8552342/187233.54e-109.76e-09213
GO:003367319EsophagusESCCnegative regulation of kinase activity154/8552237/187231.38e-093.27e-08154
GO:000646920EsophagusESCCnegative regulation of protein kinase activity140/8552212/187231.53e-093.56e-08140
GO:005149520EsophagusESCCpositive regulation of cytoskeleton organization147/8552226/187232.93e-096.38e-08147
GO:003158919EsophagusESCCcell-substrate adhesion221/8552363/187233.06e-096.62e-08221
GO:001081020EsophagusESCCregulation of cell-substrate adhesion144/8552221/187233.55e-097.45e-08144
GO:000701527EsophagusESCCactin filament organization259/8552442/187232.37e-084.50e-07259
GO:004578527EsophagusESCCpositive regulation of cell adhesion255/8552437/187235.07e-089.11e-07255
GO:0032970111EsophagusESCCregulation of actin filament-based process231/8552397/187232.91e-074.20e-06231
GO:001081126EsophagusESCCpositive regulation of cell-substrate adhesion84/8552123/187233.18e-074.50e-0684
GO:0032956111EsophagusESCCregulation of actin cytoskeleton organization210/8552358/187234.40e-076.00e-06210
GO:011005327EsophagusESCCregulation of actin filament organization166/8552278/187231.54e-061.85e-05166
GO:000195217EsophagusESCCregulation of cell-matrix adhesion85/8552128/187231.70e-062.02e-0585
GO:004677710EsophagusESCCprotein autophosphorylation138/8552227/187232.98e-063.38e-05138
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0436016EsophagusESCCAxon guidance108/4205182/84655.13e-031.30e-026.67e-03108
hsa0436017EsophagusESCCAxon guidance108/4205182/84655.13e-031.30e-026.67e-03108
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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
EFNA1EPHA1EFNA1_EPHA1EPHAHNSCCOSCC
EFNA3EPHA1EFNA3_EPHA1EPHAHNSCCOSCC
EFNA4EPHA1EFNA4_EPHA1EPHAHNSCCOSCC
EFNA5EPHA1EFNA5_EPHA1EPHAHNSCCOSCC
EFNA1EPHA1EFNA1_EPHA1EPHAHNSCCPrecancer
EFNA3EPHA1EFNA3_EPHA1EPHAHNSCCPrecancer
EFNA4EPHA1EFNA4_EPHA1EPHAHNSCCPrecancer
EFNA5EPHA1EFNA5_EPHA1EPHAHNSCCPrecancer
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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.
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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
EPHA1SNVMissense_Mutationnovelc.1791N>Cp.Lys597Asnp.K597NP21709protein_codingdeleterious(0.03)probably_damaging(0.922)TCGA-A8-A09C-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
EPHA1SNVMissense_Mutationnovelc.2782A>Gp.Lys928Glup.K928EP21709protein_codingtolerated(0.91)benign(0.437)TCGA-A8-A0A4-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenCR
EPHA1SNVMissense_Mutationnovelc.2371C>Ap.Arg791Serp.R791SP21709protein_codingdeleterious(0)probably_damaging(1)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
EPHA1SNVMissense_Mutationc.1581C>Gp.Phe527Leup.F527LP21709protein_codingtolerated(0.08)benign(0.334)TCGA-C8-A12N-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
EPHA1SNVMissense_Mutationrs571770871c.136N>Tp.Pro46Serp.P46SP21709protein_codingtolerated(0.06)benign(0.107)TCGA-C8-A12Z-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
EPHA1SNVMissense_Mutationc.2386N>Cp.Glu796Glnp.E796QP21709protein_codingdeleterious(0)probably_damaging(0.999)TCGA-E9-A243-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilPD
EPHA1SNVMissense_Mutationnovelc.883C>Gp.Leu295Valp.L295VP21709protein_codingtolerated(0.33)benign(0)TCGA-PE-A5DE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
EPHA1insertionFrame_Shift_Insnovelc.1792_1793insATTGTGTTCTTGTTAAAAACCCCTCATCAGGTp.Pro598HisfsTer38p.P598Hfs*38P21709protein_codingTCGA-A8-A09C-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
EPHA1insertionNonsense_Mutationnovelc.2779_2780insGGGCGGGGATCCTGCATCCCTAGACCATGTTGGGTCCp.Met927ArgfsTer8p.M927Rfs*8P21709protein_codingTCGA-A8-A0A4-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenCR
EPHA1deletionFrame_Shift_Delnovelc.2886delNp.His963ThrfsTer73p.H963Tfs*73P21709protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
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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
2041EPHA1DRUGGABLE GENOME, KINASE, TYROSINE KINASEinhibitor249565804
2041EPHA1DRUGGABLE GENOME, KINASE, TYROSINE KINASEinhibitorCHEMBL24828VANDETANIB
2041EPHA1DRUGGABLE GENOME, KINASE, TYROSINE KINASEinhibitor249565821
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