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: ETV7

Gene summary for ETV7

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ETV7

Gene ID

51513

Gene nameETS variant transcription factor 7
Gene AliasTEL-2
Cytomap6p21.31
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q9Y603


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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
51513ETV7P91T-EHumanEsophagusESCC4.09e-109.94e-010.1828
51513ETV7P107T-EHumanEsophagusESCC5.90e-205.33e-010.171
51513ETV7P127T-EHumanEsophagusESCC1.68e-051.58e-010.0826
51513ETV7P130T-EHumanEsophagusESCC1.85e-184.83e-010.1676
51513ETV7HCC2_MengHumanLiverHCC2.95e-023.86e-020.0107
51513ETV7cirrhotic3HumanLiverCirrhotic3.12e-026.96e-020.0215
51513ETV7HCC2HumanLiverHCC5.82e-051.54e+000.5341
51513ETV7S027HumanLiverHCC1.36e-087.47e-010.2446
51513ETV7S028HumanLiverHCC3.06e-156.77e-010.2503
51513ETV7S029HumanLiverHCC5.33e-141.00e+000.2581
51513ETV7C04HumanOral cavityOSCC1.66e-023.19e-010.2633
51513ETV7C21HumanOral cavityOSCC9.05e-301.07e+000.2678
51513ETV7C30HumanOral cavityOSCC1.31e-361.85e+000.3055
51513ETV7C38HumanOral cavityOSCC1.27e-036.61e-010.172
51513ETV7C43HumanOral cavityOSCC1.20e-061.87e-010.1704
51513ETV7C46HumanOral cavityOSCC4.01e-501.22e+000.1673
51513ETV7C08HumanOral cavityOSCC9.33e-102.67e-010.1919
51513ETV7LN22HumanOral cavityOSCC6.83e-076.27e-010.1733
51513ETV7LN46HumanOral cavityOSCC3.13e-291.25e+000.1666
51513ETV7LP15HumanOral cavityLP3.31e-048.57e-010.2174
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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
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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
ETV7IMENTColorectumMSSGBP4,BATF2,STAT1, etc.4.42e-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.
ETV7NKTPancreasADJAC025171.3,IL12RB2,GBP5, etc.4.03e-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.
ETV7NKTPancreasPanINAC025171.3,IL12RB2,GBP5, etc.1.10e-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.
ETV7TREGPancreasPDACAC025171.3,IL12RB2,GBP5, etc.1.53e-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.
ETV7NKTPancreasPDACAC025171.3,IL12RB2,GBP5, etc.9.87e-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.
ETV7APCAFPancreasADJPLCG2,GBP1,PLAAT4, etc.2.36e-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.
ETV7MSCPancreasHealthyPLCG2,GBP1,PLAAT4, etc.3.23e-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.
ETV7PTCThyroidATCC1orf167,RARRES3,NPTX2, etc.3.59e-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
ETV7SNVMissense_Mutationnovelc.755N>Cp.Ile252Thrp.I252TQ9Y603protein_codingdeleterious(0)probably_damaging(0.937)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
ETV7insertionFrame_Shift_Insnovelc.710_711insGGGATGTGGTp.Arg238GlyfsTer6p.R238Gfs*6Q9Y603protein_codingTCGA-BH-A0BR-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ETV7SNVMissense_Mutationnovelc.773C>Tp.Pro258Leup.P258LQ9Y603protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-A029-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ETV7SNVMissense_Mutationnovelc.38N>Ap.Pro13Hisp.P13HQ9Y603protein_codingdeleterious(0.02)possibly_damaging(0.62)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ETV7SNVMissense_Mutationrs768642185c.851N>Ap.Arg284Hisp.R284HQ9Y603protein_codingdeleterious(0)probably_damaging(1)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
ETV7SNVMissense_Mutationnovelc.827N>Gp.Tyr276Cysp.Y276CQ9Y603protein_codingdeleterious(0)probably_damaging(1)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ETV7SNVMissense_Mutationnovelc.370N>Gp.Pro124Alap.P124AQ9Y603protein_codingdeleterious(0.04)benign(0.03)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ETV7SNVMissense_Mutationnovelc.913C>Ap.Leu305Ilep.L305IQ9Y603protein_codingdeleterious(0.01)probably_damaging(0.966)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ETV7SNVMissense_Mutationnovelc.143G>Ap.Arg48Hisp.R48HQ9Y603protein_codingdeleterious(0)probably_damaging(1)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ETV7SNVMissense_Mutationrs750289065c.661N>Ap.Ala221Thrp.A221TQ9Y603protein_codingdeleterious(0.05)possibly_damaging(0.449)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
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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
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