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: ETV4

Gene summary for ETV4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ETV4

Gene ID

2118

Gene nameETS variant transcription factor 4
Gene AliasE1A-F
Cytomap17q21.31
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

P43268


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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
2118ETV4LZE7THumanEsophagusESCC1.67e-042.00e-010.0667
2118ETV4LZE21THumanEsophagusESCC2.68e-026.78e-010.0655
2118ETV4P2T-EHumanEsophagusESCC9.47e-651.40e+000.1177
2118ETV4P5T-EHumanEsophagusESCC1.73e-132.97e-010.1327
2118ETV4P8T-EHumanEsophagusESCC2.00e-102.78e-010.0889
2118ETV4P9T-EHumanEsophagusESCC9.91e-082.65e-010.1131
2118ETV4P10T-EHumanEsophagusESCC4.88e-183.50e-010.116
2118ETV4P12T-EHumanEsophagusESCC8.46e-042.40e-010.1122
2118ETV4P15T-EHumanEsophagusESCC3.43e-238.03e-010.1149
2118ETV4P16T-EHumanEsophagusESCC4.60e-841.56e+000.1153
2118ETV4P17T-EHumanEsophagusESCC1.30e-023.56e-010.1278
2118ETV4P21T-EHumanEsophagusESCC1.36e-367.39e-010.1617
2118ETV4P22T-EHumanEsophagusESCC1.39e-275.74e-010.1236
2118ETV4P24T-EHumanEsophagusESCC9.46e-204.89e-010.1287
2118ETV4P26T-EHumanEsophagusESCC5.46e-317.30e-010.1276
2118ETV4P28T-EHumanEsophagusESCC1.36e-144.02e-010.1149
2118ETV4P30T-EHumanEsophagusESCC1.06e-231.10e+000.137
2118ETV4P31T-EHumanEsophagusESCC2.60e-368.64e-010.1251
2118ETV4P32T-EHumanEsophagusESCC6.85e-265.53e-010.1666
2118ETV4P36T-EHumanEsophagusESCC3.48e-042.25e-010.1187
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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
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
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
∗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:00435888EsophagusESCCskin development163/8552263/187236.48e-081.14e-06163
GO:000854410EsophagusESCCepidermis development193/8552324/187232.87e-074.19e-06193
GO:000991310EsophagusESCCepidermal cell differentiation122/8552202/187231.69e-051.51e-04122
GO:00456826EsophagusESCCregulation of epidermis development46/855265/187233.65e-052.97e-0446
GO:00302167EsophagusESCCkeratinocyte differentiation86/8552139/187238.53e-056.19e-0486
GO:00456046EsophagusESCCregulation of epidermal cell differentiation41/855258/187231.00e-047.10e-0441
GO:00456167EsophagusESCCregulation of keratinocyte differentiation26/855237/187232.16e-039.62e-0326
GO:00456841EsophagusESCCpositive regulation of epidermis development23/855232/187232.43e-031.06e-0223
GO:00456061EsophagusESCCpositive regulation of epidermal cell differentiation20/855227/187232.61e-031.11e-0220
GO:00456181EsophagusESCCpositive regulation of keratinocyte differentiation14/855219/187231.27e-024.21e-0214
GO:00435887Oral cavityOSCCskin development143/7305263/187232.77e-074.27e-06143
GO:00085449Oral cavityOSCCepidermis development171/7305324/187232.89e-074.43e-06171
GO:00302166Oral cavityOSCCkeratinocyte differentiation81/7305139/187233.16e-063.81e-0581
GO:00099139Oral cavityOSCCepidermal cell differentiation109/7305202/187231.08e-051.14e-04109
GO:00456825Oral cavityOSCCregulation of epidermis development41/730565/187237.29e-055.73e-0441
GO:00456045Oral cavityOSCCregulation of epidermal cell differentiation36/730558/187233.15e-041.96e-0336
GO:00456166Oral cavityOSCCregulation of keratinocyte differentiation23/730537/187233.66e-031.51e-0223
GO:0045684Oral cavityOSCCpositive regulation of epidermis development20/730532/187236.05e-032.28e-0220
GO:0045618Oral cavityOSCCpositive regulation of keratinocyte differentiation13/730519/187239.07e-033.26e-0213
GO:0045606Oral cavityOSCCpositive regulation of epidermal cell differentiation17/730527/187231.01e-023.49e-0217
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa052028EsophagusESCCTranscriptional misregulation in cancer116/4205193/84652.08e-035.95e-033.05e-03116
hsa0520213EsophagusESCCTranscriptional misregulation in cancer116/4205193/84652.08e-035.95e-033.05e-03116
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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
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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
ETV4ASCColorectumCRCCEBPB,UTY,TGFBI, etc.3.27e-01The 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.
ETV4ASCColorectumFAPCEBPB,UTY,TGFBI, etc.2.88e-01The 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.
ETV4ICAFOral cavityOSCCCOL7A1,GPM6B,PDLIM4, etc.2.40e-01The 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.
∗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
ETV4SNVMissense_Mutationrs149750366c.614T>Cp.Leu205Prop.L205PP43268protein_codingtolerated(0.36)benign(0.001)TCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ETV4insertionNonsense_Mutationnovelc.836_837insACCGp.Tyr279Terp.Y279*P43268protein_codingTCGA-B6-A0RI-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
ETV4SNVMissense_Mutationrs746787291c.1012N>Tp.Arg338Trpp.R338WP43268protein_codingdeleterious(0)probably_damaging(0.999)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ETV4SNVMissense_Mutationnovelc.913N>Tp.Pro305Serp.P305SP43268protein_codingtolerated(0.44)benign(0.056)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ETV4SNVMissense_Mutationrs776306922c.88N>Ap.Glu30Lysp.E30KP43268protein_codingtolerated(0.71)benign(0.043)TCGA-FU-A40J-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycarboplatinCR
ETV4SNVMissense_Mutationrs776306922c.88N>Ap.Glu30Lysp.E30KP43268protein_codingtolerated(0.71)benign(0.043)TCGA-VS-A94Z-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ETV4deletionFrame_Shift_Delnovelc.88_94delNNNNNNNp.Glu30Terp.E30*P43268protein_codingTCGA-C5-A1MJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ETV4SNVMissense_Mutationnovelc.332N>Ap.Ser111Asnp.S111NP43268protein_codingtolerated(0.17)benign(0.003)TCGA-A6-2672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
ETV4SNVMissense_Mutationc.671G>Tp.Ser224Ilep.S224IP43268protein_codingdeleterious(0)benign(0.137)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
ETV4SNVMissense_Mutationc.1224N>Ap.Met408Ilep.M408IP43268protein_codingdeleterious(0)probably_damaging(0.992)TCGA-AZ-4615-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyxelodaPD
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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
2118ETV4CLINICALLY ACTIONABLE, DRUG RESISTANCETRAMETINIBTRAMETINIB28178529
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