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: TFAP2C

Gene summary for TFAP2C

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TFAP2C

Gene ID

7022

Gene nametranscription factor AP-2 gamma
Gene AliasAP2-GAMMA
Cytomap20q13.31
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q92754


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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
7022TFAP2CLZE2THumanEsophagusESCC1.72e-022.70e-010.082
7022TFAP2CLZE4THumanEsophagusESCC5.26e-051.16e-010.0811
7022TFAP2CLZE20THumanEsophagusESCC5.18e-061.47e-010.0662
7022TFAP2CLZE24THumanEsophagusESCC3.60e-122.94e-010.0596
7022TFAP2CP1T-EHumanEsophagusESCC4.10e-107.53e-010.0875
7022TFAP2CP2T-EHumanEsophagusESCC3.02e-459.79e-010.1177
7022TFAP2CP4T-EHumanEsophagusESCC1.61e-029.05e-020.1323
7022TFAP2CP5T-EHumanEsophagusESCC7.68e-131.61e-010.1327
7022TFAP2CP8T-EHumanEsophagusESCC1.66e-192.73e-010.0889
7022TFAP2CP9T-EHumanEsophagusESCC3.70e-051.99e-010.1131
7022TFAP2CP10T-EHumanEsophagusESCC2.43e-092.87e-010.116
7022TFAP2CP11T-EHumanEsophagusESCC4.66e-107.39e-010.1426
7022TFAP2CP12T-EHumanEsophagusESCC2.99e-348.58e-010.1122
7022TFAP2CP15T-EHumanEsophagusESCC7.71e-339.42e-010.1149
7022TFAP2CP16T-EHumanEsophagusESCC7.76e-691.66e+000.1153
7022TFAP2CP20T-EHumanEsophagusESCC8.23e-257.08e-010.1124
7022TFAP2CP21T-EHumanEsophagusESCC7.78e-223.52e-010.1617
7022TFAP2CP22T-EHumanEsophagusESCC2.77e-215.08e-010.1236
7022TFAP2CP23T-EHumanEsophagusESCC1.58e-185.38e-010.108
7022TFAP2CP24T-EHumanEsophagusESCC2.26e-112.53e-010.1287
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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
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
∗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:0061458110EsophagusESCCreproductive system development247/8552427/187232.24e-073.42e-06247
GO:00400295EsophagusESCCregulation of gene expression, epigenetic74/8552105/187232.24e-073.42e-0674
GO:004860818EsophagusESCCreproductive structure development245/8552424/187232.82e-074.14e-06245
GO:006145825SkincSCCreproductive system development149/4864427/187232.30e-052.65e-04149
GO:004860824SkincSCCreproductive structure development148/4864424/187232.40e-052.74e-04148
GO:00085845SkincSCCmale gonad development51/4864141/187234.70e-032.40e-0251
GO:00465465SkincSCCdevelopment of primary male sexual characteristics51/4864142/187235.52e-032.73e-0251
GO:004002912SkincSCCregulation of gene expression, epigenetic39/4864105/187237.56e-033.53e-0239
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
TFAP2CICAFEndometriumEECUSP53,SULT1C4,NT5E, etc.3.02e-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.
TFAP2CCD8TRMSkincSCCLDLRAP1,KRT1,ZNF165, etc.1.64e-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
TFAP2CSNVMissense_Mutationc.654N>Ap.Met218Ilep.M218IQ92754protein_codingtolerated(0.29)benign(0)TCGA-BH-A0B3-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
TFAP2CSNVMissense_Mutationc.917T>Cp.Val306Alap.V306AQ92754protein_codingdeleterious(0.02)probably_damaging(0.997)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TFAP2CSNVMissense_Mutationc.898N>Cp.Thr300Prop.T300PQ92754protein_codingdeleterious(0)probably_damaging(0.999)TCGA-E9-A1R4-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilSD
TFAP2CinsertionNonsense_Mutationnovelc.1255_1256insGCTGATCATTTGGTACAp.Ala419GlyfsTer2p.A419Gfs*2Q92754protein_codingTCGA-A2-A0CT-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
TFAP2CinsertionFrame_Shift_Insnovelc.1257_1258insTTGAGTAAAAGCTGGTTACTTAp.Ile421SerfsTer24p.I421Sfs*24Q92754protein_codingTCGA-A2-A0CT-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
TFAP2CSNVMissense_Mutationnovelc.922G>Ap.Gly308Serp.G308SQ92754protein_codingdeleterious(0.02)probably_damaging(1)TCGA-VS-A9UJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
TFAP2CSNVMissense_Mutationc.202N>Ap.Ala68Thrp.A68TQ92754protein_codingtolerated(0.35)benign(0)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
TFAP2CSNVMissense_Mutationc.1198T>Ap.Phe400Ilep.F400IQ92754protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3812-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
TFAP2CSNVMissense_Mutationc.1019N>Ap.Gly340Glup.G340EQ92754protein_codingtolerated(0.23)probably_damaging(0.969)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
TFAP2CSNVMissense_Mutationrs760198839c.1154A>Gp.Asn385Serp.N385SQ92754protein_codingtolerated(0.16)benign(0.057)TCGA-AA-3984-01Colorectumcolon 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
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