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: ETV5

Gene summary for ETV5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ETV5

Gene ID

2119

Gene nameETS variant transcription factor 5
Gene AliasERM
Cytomap3q27.2
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

P41161


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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
2119ETV5LZE4THumanEsophagusESCC2.70e-124.91e-010.0811
2119ETV5LZE7THumanEsophagusESCC1.61e-074.81e-010.0667
2119ETV5LZE21THumanEsophagusESCC3.56e-055.82e-010.0655
2119ETV5P2T-EHumanEsophagusESCC2.05e-1142.11e+000.1177
2119ETV5P4T-EHumanEsophagusESCC3.90e-175.85e-010.1323
2119ETV5P5T-EHumanEsophagusESCC3.99e-061.42e-010.1327
2119ETV5P8T-EHumanEsophagusESCC1.38e-122.62e-010.0889
2119ETV5P9T-EHumanEsophagusESCC1.00e-092.87e-010.1131
2119ETV5P10T-EHumanEsophagusESCC1.75e-691.38e+000.116
2119ETV5P11T-EHumanEsophagusESCC1.96e-104.63e-010.1426
2119ETV5P12T-EHumanEsophagusESCC3.38e-124.00e-010.1122
2119ETV5P15T-EHumanEsophagusESCC2.61e-411.06e+000.1149
2119ETV5P16T-EHumanEsophagusESCC1.53e-891.49e+000.1153
2119ETV5P19T-EHumanEsophagusESCC4.94e-034.79e-010.1662
2119ETV5P20T-EHumanEsophagusESCC6.12e-062.40e-010.1124
2119ETV5P21T-EHumanEsophagusESCC1.76e-244.18e-010.1617
2119ETV5P22T-EHumanEsophagusESCC2.24e-429.16e-010.1236
2119ETV5P23T-EHumanEsophagusESCC7.85e-133.79e-010.108
2119ETV5P24T-EHumanEsophagusESCC1.06e-093.13e-010.1287
2119ETV5P26T-EHumanEsophagusESCC1.03e-601.12e+000.1276
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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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:004206313Oral cavityLPgliogenesis104/4623301/187237.21e-059.49e-04104
GO:001072014Oral cavityLPpositive regulation of cell development93/4623298/187236.07e-033.60e-0293
GO:0006979113ThyroidPTCresponse to oxidative stress234/5968446/187236.97e-209.77e-18234
GO:0062197113ThyroidPTCcellular response to chemical stress180/5968337/187231.36e-161.16e-14180
GO:0034599113ThyroidPTCcellular response to oxidative stress151/5968288/187232.82e-131.43e-11151
GO:001072018ThyroidPTCpositive regulation of cell development138/5968298/187231.13e-072.22e-06138
GO:005076914ThyroidPTCpositive regulation of neurogenesis105/5968225/187232.28e-063.05e-05105
GO:005076716ThyroidPTCregulation of neurogenesis156/5968364/187235.86e-067.05e-05156
GO:005196214ThyroidPTCpositive regulation of nervous system development117/5968272/187236.72e-055.89e-04117
GO:00519608ThyroidPTCregulation of nervous system development177/5968443/187231.72e-041.32e-03177
GO:004206315ThyroidPTCgliogenesis121/5968301/187231.30e-037.41e-03121
GO:00171452ThyroidPTCstem cell division16/596830/187231.19e-024.69e-0216
GO:000697934ThyroidATCresponse to oxidative stress246/6293446/187232.98e-216.09e-19246
GO:006219734ThyroidATCcellular response to chemical stress188/6293337/187233.16e-173.07e-15188
GO:003459934ThyroidATCcellular response to oxidative stress158/6293288/187237.35e-143.94e-12158
GO:001072022ThyroidATCpositive regulation of cell development146/6293298/187232.36e-084.56e-07146
GO:005076922ThyroidATCpositive regulation of neurogenesis112/6293225/187233.53e-075.21e-06112
GO:005076723ThyroidATCregulation of neurogenesis168/6293364/187233.73e-075.48e-06168
GO:005196014ThyroidATCregulation of nervous system development195/6293443/187232.62e-063.06e-05195
GO:005196221ThyroidATCpositive regulation of nervous system development126/6293272/187238.17e-068.27e-05126
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0521516EsophagusESCCProstate cancer72/420597/84656.12e-074.10e-062.10e-0672
hsa052028EsophagusESCCTranscriptional misregulation in cancer116/4205193/84652.08e-035.95e-033.05e-03116
hsa0521517EsophagusESCCProstate cancer72/420597/84656.12e-074.10e-062.10e-0672
hsa0520213EsophagusESCCTranscriptional misregulation in cancer116/4205193/84652.08e-035.95e-033.05e-03116
hsa0521510Oral cavityOSCCProstate cancer66/370497/84651.05e-065.89e-063.00e-0666
hsa0521515Oral cavityOSCCProstate cancer66/370497/84651.05e-065.89e-063.00e-0666
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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
ETV5FIBBreastDCISC1QC,HLA-DMA,HLA-DMB, etc.7.56e-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.
ETV5MACColorectumFAPADAP2,NRP1,AP1B1, etc.3.11e-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.
ETV5KUPLiverHealthyCD5L,AXL,CETP, etc.3.55e-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.
ETV5LCLungADJCLEC5A,FCGR2B,CD1C, etc.2.67e-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.
ETV5MASTLungADJCLEC5A,FCGR2B,CD1C, etc.3.54e-02The 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.
ETV5M2MACLungADJCLEC5A,FCGR2B,CD1C, etc.8.66e-02The 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.
ETV5MMCLungADJCLEC5A,FCGR2B,CD1C, etc.1.84e-02The 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.
ETV5M2MACLungIACYWHAH,HHEX,MEF2C, etc.1.14e-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.
ETV5INCAFLungADJSLC34A2,MUC1,FGF14, etc.8.46e-02The 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.
ETV5FIBLungADJSLC34A2,MUC1,FGF14, etc.3.47e-02The 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
ETV5SNVMissense_Mutationc.819T>Ap.His273Glnp.H273QP41161protein_codingtolerated(1)benign(0.007)TCGA-A2-A1G4-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapyadriamycinSD
ETV5SNVMissense_Mutationrs763950262c.766N>Tp.Pro256Serp.P256SP41161protein_codingtolerated(0.07)benign(0.225)TCGA-AR-A24L-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenPD
ETV5SNVMissense_Mutationnovelc.1291G>Ap.Glu431Lysp.E431KP41161protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AR-A2LE-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenPD
ETV5SNVMissense_Mutationc.16N>Cp.Asp6Hisp.D6HP41161protein_codingdeleterious(0.03)probably_damaging(0.999)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ETV5SNVMissense_Mutationrs777358489c.1175N>Ap.Arg392Glnp.R392QP41161protein_codingdeleterious(0)probably_damaging(0.999)TCGA-E9-A1NA-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
ETV5SNVMissense_Mutationrs201874364c.901G>Ap.Val301Ilep.V301IP41161protein_codingtolerated(0.27)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ETV5SNVMissense_Mutationc.313N>Ap.Glu105Lysp.E105KP41161protein_codingtolerated(0.73)possibly_damaging(0.562)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
ETV5SNVMissense_Mutationc.1207N>Ap.Glu403Lysp.E403KP41161protein_codingdeleterious(0)probably_damaging(0.999)TCGA-EK-A2R7-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ETV5SNVMissense_Mutationnovelc.1415N>Gp.Glu472Glyp.E472GP41161protein_codingdeleterious(0)benign(0.015)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
ETV5SNVMissense_Mutationc.1514C>Tp.Ala505Valp.A505VP41161protein_codingtolerated(0.11)benign(0.017)TCGA-AA-3815-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
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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
2119ETV5DRUG RESISTANCE, CLINICALLY ACTIONABLETRAMETINIBTRAMETINIB28178529
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