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: ETV6

Gene summary for ETV6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ETV6

Gene ID

2120

Gene nameETS variant transcription factor 6
Gene AliasTEL
Cytomap12p13.2
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

A0A0S2Z3C9


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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
2120ETV6CA_HPV_1HumanCervixCC8.38e-061.29e-010.0264
2120ETV6CCI_1HumanCervixCC2.72e-059.89e-010.528
2120ETV6CCI_2HumanCervixCC3.33e-151.86e+000.5249
2120ETV6CCI_3HumanCervixCC1.52e-242.30e+000.516
2120ETV6HTA11_347_2000001011HumanColorectumAD8.91e-136.01e-01-0.1954
2120ETV6HTA11_411_2000001011HumanColorectumSER6.70e-088.03e-01-0.2602
2120ETV6HTA11_866_2000001011HumanColorectumAD1.23e-064.86e-01-0.1001
2120ETV6HTA11_1391_2000001011HumanColorectumAD5.54e-034.12e-01-0.059
2120ETV6HTA11_99999965062_69753HumanColorectumMSI-H1.73e-241.72e+000.3487
2120ETV6HTA11_99999965104_69814HumanColorectumMSS1.80e-056.08e-010.281
2120ETV6HTA11_99999974143_84620HumanColorectumMSS1.06e-15-6.26e-010.3005
2120ETV6A015-C-203HumanColorectumFAP3.04e-28-5.14e-01-0.1294
2120ETV6A015-C-204HumanColorectumFAP2.77e-06-3.68e-01-0.0228
2120ETV6A014-C-040HumanColorectumFAP3.53e-04-3.21e-01-0.1184
2120ETV6A002-C-201HumanColorectumFAP2.34e-11-2.71e-010.0324
2120ETV6A001-C-119HumanColorectumFAP8.25e-09-4.89e-01-0.1557
2120ETV6A001-C-108HumanColorectumFAP3.61e-12-3.11e-01-0.0272
2120ETV6A002-C-205HumanColorectumFAP3.64e-28-5.85e-01-0.1236
2120ETV6A015-C-005HumanColorectumFAP3.38e-02-1.16e-01-0.0336
2120ETV6A015-C-006HumanColorectumFAP3.65e-20-6.04e-01-0.0994
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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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
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:0007028ColorectumFAPcytoplasm organization5/262210/187237.32e-034.38e-025
GO:00070281ColorectumCRCcytoplasm organization5/207810/187232.61e-032.40e-025
GO:00070282SkinAKcytoplasm organization5/191010/187231.78e-031.24e-025
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05202ColorectumFAPTranscriptional misregulation in cancer45/1404193/84659.19e-033.33e-022.03e-0245
hsa052021ColorectumFAPTranscriptional misregulation in cancer45/1404193/84659.19e-033.33e-022.03e-0245
hsa052028EsophagusESCCTranscriptional misregulation in cancer116/4205193/84652.08e-035.95e-033.05e-03116
hsa0520213EsophagusESCCTranscriptional misregulation in cancer116/4205193/84652.08e-035.95e-033.05e-03116
hsa052026LungIACTranscriptional misregulation in cancer40/1053193/84656.90e-045.90e-033.92e-0340
hsa0520211LungIACTranscriptional misregulation in cancer40/1053193/84656.90e-045.90e-033.92e-0340
hsa052022LungAISTranscriptional misregulation in cancer39/961193/84652.15e-042.41e-031.54e-0339
hsa052023LungAISTranscriptional misregulation in cancer39/961193/84652.15e-042.41e-031.54e-0339
hsa052027ProstateBPHTranscriptional misregulation in cancer53/1718193/84659.56e-032.92e-021.81e-0253
hsa0520212ProstateBPHTranscriptional misregulation in cancer53/1718193/84659.56e-032.92e-021.81e-0253
hsa0520221ProstateTumorTranscriptional misregulation in cancer59/1791193/84651.22e-035.26e-033.26e-0359
hsa0520231ProstateTumorTranscriptional misregulation in cancer59/1791193/84651.22e-035.26e-033.26e-0359
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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
ETV6MLUMBreastADJELF5,PDLIM5,NCOA7, etc.3.28e-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.
ETV6MLUMBreastPrecancerELF5,PDLIM5,NCOA7, etc.3.30e-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.
ETV6KERCervixHealthyUXS1,ENOPH1,LRRC8D, etc.2.61e-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
ETV6SNVMissense_Mutationc.58N>Tp.Pro20Serp.P20SP41212protein_codingtolerated(0.97)benign(0.001)TCGA-A2-A0CX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ETV6SNVMissense_Mutationnovelc.1133N>Cp.Arg378Prop.R378PP41212protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A2-A0T0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
ETV6SNVMissense_Mutationc.319C>Tp.Pro107Serp.P107SP41212protein_codingtolerated(0.07)probably_damaging(0.982)TCGA-A8-A076-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
ETV6SNVMissense_Mutationnovelc.1144N>Gp.Asn382Aspp.N382DP41212protein_codingdeleterious(0.01)probably_damaging(0.991)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ETV6SNVMissense_Mutationc.641N>Ap.Pro214Glnp.P214QP41212protein_codingtolerated(0.15)possibly_damaging(0.579)TCGA-EW-A6S9-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ETV6SNVMissense_Mutationc.1049N>Tp.Ser350Phep.S350FP41212protein_codingdeleterious(0)probably_damaging(0.985)TCGA-GM-A2D9-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ETV6SNVMissense_Mutationc.1114N>Cp.Asp372Hisp.D372HP41212protein_codingdeleterious(0)probably_damaging(0.999)TCGA-C5-A7UC-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ETV6SNVMissense_Mutationc.136N>Cp.Asp46Hisp.D46HP41212protein_codingdeleterious(0.01)possibly_damaging(0.601)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ETV6SNVMissense_Mutationc.1105C>Tp.Arg369Trpp.R369WP41212protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3845-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
ETV6SNVMissense_Mutationrs745867456c.790N>Tp.Arg264Cysp.R264CP41212protein_codingdeleterious(0)probably_damaging(0.927)TCGA-AA-3966-01Colorectumcolon 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
2120ETV6TRANSCRIPTION FACTOR, CLINICALLY ACTIONABLEAZD454727401245
2120ETV6TRANSCRIPTION FACTOR, CLINICALLY ACTIONABLELestaurtinibLESTAURTINIB16258068
2120ETV6TRANSCRIPTION FACTOR, CLINICALLY ACTIONABLEN/A26711002,10086740,26102509,26606880,9462753,26522332,21714648,26769228,25807284,8609706,21877899,11432885,24517889,15704129
2120ETV6TRANSCRIPTION FACTOR, CLINICALLY ACTIONABLECrizotinibCRIZOTINIB23811600
2120ETV6TRANSCRIPTION FACTOR, CLINICALLY ACTIONABLEPyridone 622916261
2120ETV6TRANSCRIPTION FACTOR, CLINICALLY ACTIONABLEBMS-754807BMS-75480721148487
2120ETV6TRANSCRIPTION FACTOR, CLINICALLY ACTIONABLELOXO-101LAROTRECTINIB28578312,26216294,27093299
2120ETV6TRANSCRIPTION FACTOR, CLINICALLY ACTIONABLEEntrectinibENTRECTINIB26884591,26939704
2120ETV6TRANSCRIPTION FACTOR, CLINICALLY ACTIONABLEBMS-536924CHEMBL40193021804605
2120ETV6TRANSCRIPTION FACTOR, CLINICALLY ACTIONABLEHMPL-523HMPL-523
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