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: GTF2A1

Gene summary for GTF2A1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GTF2A1

Gene ID

2957

Gene namegeneral transcription factor IIA subunit 1
Gene AliasTF2A1
Cytomap14q31.1
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

P52655


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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
2957GTF2A1LZE4THumanEsophagusESCC1.19e-103.32e-010.0811
2957GTF2A1LZE7THumanEsophagusESCC3.49e-032.27e-010.0667
2957GTF2A1LZE20THumanEsophagusESCC6.04e-041.19e-010.0662
2957GTF2A1LZE22THumanEsophagusESCC4.46e-083.58e-010.068
2957GTF2A1LZE24THumanEsophagusESCC2.77e-092.09e-010.0596
2957GTF2A1P1T-EHumanEsophagusESCC6.03e-082.91e-010.0875
2957GTF2A1P2T-EHumanEsophagusESCC1.97e-142.95e-010.1177
2957GTF2A1P4T-EHumanEsophagusESCC6.17e-193.97e-010.1323
2957GTF2A1P5T-EHumanEsophagusESCC1.08e-132.80e-010.1327
2957GTF2A1P8T-EHumanEsophagusESCC2.43e-153.03e-010.0889
2957GTF2A1P9T-EHumanEsophagusESCC9.67e-091.19e-010.1131
2957GTF2A1P10T-EHumanEsophagusESCC3.19e-122.89e-010.116
2957GTF2A1P11T-EHumanEsophagusESCC1.14e-103.45e-010.1426
2957GTF2A1P12T-EHumanEsophagusESCC8.38e-204.68e-010.1122
2957GTF2A1P15T-EHumanEsophagusESCC9.16e-184.01e-010.1149
2957GTF2A1P16T-EHumanEsophagusESCC1.35e-122.53e-010.1153
2957GTF2A1P17T-EHumanEsophagusESCC3.39e-032.87e-010.1278
2957GTF2A1P19T-EHumanEsophagusESCC2.20e-024.06e-010.1662
2957GTF2A1P20T-EHumanEsophagusESCC2.89e-101.27e-010.1124
2957GTF2A1P21T-EHumanEsophagusESCC1.21e-081.19e-010.1617
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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
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:00063673EsophagusESCCtranscription initiation from RNA polymerase II promoter56/855277/187231.30e-061.59e-0556
GO:000635211EsophagusESCCDNA-templated transcription, initiation86/8552130/187231.88e-062.19e-0586
GO:00063675ThyroidPTCtranscription initiation from RNA polymerase II promoter44/596877/187234.04e-065.05e-0544
GO:00063525ThyroidPTCDNA-templated transcription, initiation63/5968130/187235.72e-055.05e-0463
GO:000636712ThyroidATCtranscription initiation from RNA polymerase II promoter44/629377/187231.86e-051.70e-0444
GO:000635213ThyroidATCDNA-templated transcription, initiation64/6293130/187231.60e-041.10e-0364
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0520325EsophagusESCCViral carcinogenesis137/4205204/84652.47e-071.88e-069.62e-07137
hsa030222EsophagusESCCBasal transcription factors35/420545/84651.01e-044.06e-042.08e-0435
hsa0520335EsophagusESCCViral carcinogenesis137/4205204/84652.47e-071.88e-069.62e-07137
hsa0302211EsophagusESCCBasal transcription factors35/420545/84651.01e-044.06e-042.08e-0435
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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
GTF2A1CD8TEXBreastADJB4GALT5,TADA2A,NDUFA5, etc.2.22e-16The 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.
GTF2A1MONBreastPrecancerB4GALT5,TADA2A,NDUFA5, etc.4.60e-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
GTF2A1SNVMissense_Mutationc.814C>Ap.Gln272Lysp.Q272KP52655protein_codingdeleterious(0)possibly_damaging(0.893)TCGA-AR-A255-01Breastbreast invasive carcinomaFemale<65I/IITargeted Molecular therapytrastuzumabSD
GTF2A1SNVMissense_Mutationnovelc.976N>Gp.Gln326Glup.Q326EP52655protein_codingdeleterious(0.04)benign(0.225)TCGA-E2-A573-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
GTF2A1SNVMissense_Mutationnovelc.40T>Cp.Tyr14Hisp.Y14HP52655protein_codingdeleterious(0)probably_damaging(0.992)TCGA-E2-A576-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
GTF2A1SNVMissense_Mutationc.721G>Ap.Ala241Thrp.A241TP52655protein_codingtolerated(0.53)benign(0.067)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
GTF2A1SNVMissense_Mutationnovelc.397N>Cp.Asn133Hisp.N133HP52655protein_codingtolerated(0.06)benign(0.269)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
GTF2A1SNVMissense_Mutationc.1049N>Cp.Lys350Thrp.K350TP52655protein_codingdeleterious(0)possibly_damaging(0.882)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
GTF2A1SNVMissense_Mutationnovelc.1098N>Gp.Ile366Metp.I366MP52655protein_codingdeleterious(0)benign(0.315)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
GTF2A1SNVMissense_Mutationnovelc.142A>Cp.Asn48Hisp.N48HP52655protein_codingdeleterious(0)possibly_damaging(0.683)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
GTF2A1SNVMissense_Mutationc.421N>Tp.Ala141Serp.A141SP52655protein_codingtolerated(0.45)possibly_damaging(0.454)TCGA-G4-6320-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyoxaliplatinSD
GTF2A1deletionFrame_Shift_Delc.130delNp.Thr44LeufsTer7p.T44Lfs*7P52655protein_codingTCGA-G4-6588-01Colorectumcolon 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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