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: GTF3C1

Gene summary for GTF3C1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GTF3C1

Gene ID

2975

Gene namegeneral transcription factor IIIC subunit 1
Gene AliasTFIIIC
Cytomap16p12.1
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q12789


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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
2975GTF3C1LZE2THumanEsophagusESCC5.40e-043.90e-010.082
2975GTF3C1LZE4THumanEsophagusESCC4.44e-124.47e-010.0811
2975GTF3C1LZE7THumanEsophagusESCC1.44e-106.36e-010.0667
2975GTF3C1LZE8THumanEsophagusESCC4.73e-103.11e-010.067
2975GTF3C1LZE20THumanEsophagusESCC4.76e-101.85e-010.0662
2975GTF3C1LZE21D1HumanEsophagusHGIN1.09e-022.21e-010.0632
2975GTF3C1LZE22THumanEsophagusESCC2.83e-032.04e-010.068
2975GTF3C1LZE24THumanEsophagusESCC4.18e-121.83e-010.0596
2975GTF3C1LZE21THumanEsophagusESCC3.16e-094.14e-010.0655
2975GTF3C1LZE6THumanEsophagusESCC1.20e-026.35e-020.0845
2975GTF3C1P1T-EHumanEsophagusESCC3.08e-104.35e-010.0875
2975GTF3C1P2T-EHumanEsophagusESCC1.30e-386.59e-010.1177
2975GTF3C1P4T-EHumanEsophagusESCC1.21e-391.01e+000.1323
2975GTF3C1P5T-EHumanEsophagusESCC5.00e-085.10e-020.1327
2975GTF3C1P8T-EHumanEsophagusESCC7.11e-234.11e-010.0889
2975GTF3C1P9T-EHumanEsophagusESCC4.22e-131.13e-010.1131
2975GTF3C1P10T-EHumanEsophagusESCC1.95e-274.20e-010.116
2975GTF3C1P11T-EHumanEsophagusESCC9.24e-134.63e-010.1426
2975GTF3C1P12T-EHumanEsophagusESCC4.57e-275.33e-010.1122
2975GTF3C1P15T-EHumanEsophagusESCC5.35e-184.14e-010.1149
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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
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
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:00063523EsophagusHGINDNA-templated transcription, initiation30/2587130/187232.86e-032.79e-0230
GO:00063833EsophagusESCCtranscription by RNA polymerase III41/855246/187237.69e-101.90e-0841
GO:00987812EsophagusESCCncRNA transcription45/855256/187231.05e-071.72e-0645
GO:000635211EsophagusESCCDNA-templated transcription, initiation86/8552130/187231.88e-062.19e-0586
GO:00093032EsophagusESCCrRNA transcription28/855234/187231.21e-051.12e-0428
GO:0006352LiverHCCDNA-templated transcription, initiation78/7958130/187234.19e-054.11e-0478
GO:0009303LiverHCCrRNA transcription25/795834/187232.42e-041.81e-0325
GO:0006383LiverHCCtranscription by RNA polymerase III31/795846/187235.67e-043.61e-0331
GO:0098781LiverHCCncRNA transcription33/795856/187239.64e-033.63e-0233
GO:00063832Oral cavityOSCCtranscription by RNA polymerase III34/730546/187231.61e-062.11e-0534
GO:00987811Oral cavityOSCCncRNA transcription38/730556/187231.15e-051.18e-0438
GO:00063522Oral cavityOSCCDNA-templated transcription, initiation74/7305130/187232.56e-052.39e-0474
GO:00093031Oral cavityOSCCrRNA transcription24/730534/187231.89e-041.28e-0324
GO:00063525ThyroidPTCDNA-templated transcription, initiation63/5968130/187235.72e-055.05e-0463
GO:00987814ThyroidPTCncRNA transcription27/596856/187237.77e-033.29e-0227
GO:00063835ThyroidPTCtranscription by RNA polymerase III23/596846/187237.89e-033.33e-0223
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
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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
∗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
GTF3C1SNVMissense_Mutationnovelc.3554N>Tp.Ser1185Phep.S1185FQ12789protein_codingtolerated(0.09)benign(0.007)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
GTF3C1SNVMissense_Mutationrs773175888c.3066N>Cp.Glu1022Aspp.E1022DQ12789protein_codingtolerated(0.19)benign(0.033)TCGA-A2-A3Y0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
GTF3C1SNVMissense_Mutationnovelc.1706N>Cp.His569Prop.H569PQ12789protein_codingdeleterious(0.04)benign(0.003)TCGA-A8-A07G-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilCR
GTF3C1SNVMissense_Mutationc.4424G>Tp.Ser1475Ilep.S1475IQ12789protein_codingdeleterious(0.01)probably_damaging(0.929)TCGA-AR-A24H-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
GTF3C1SNVMissense_Mutationc.1230C>Gp.Phe410Leup.F410LQ12789protein_codingtolerated(0.06)benign(0.079)TCGA-BH-A0H5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
GTF3C1SNVMissense_Mutationc.287A>Tp.Asp96Valp.D96VQ12789protein_codingdeleterious(0)possibly_damaging(0.834)TCGA-C8-A26W-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
GTF3C1SNVMissense_Mutationc.5230G>Cp.Glu1744Glnp.E1744QQ12789protein_codingtolerated(0.21)benign(0.314)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
GTF3C1SNVMissense_Mutationc.1609N>Ap.Gly537Argp.G537RQ12789protein_codingtolerated(0.24)benign(0)TCGA-D8-A1JP-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
GTF3C1SNVMissense_Mutationnovelc.3737N>Cp.Tyr1246Serp.Y1246SQ12789protein_codingdeleterious(0.01)possibly_damaging(0.797)TCGA-E2-A1LK-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownPD
GTF3C1SNVMissense_Mutationc.384N>Cp.Arg128Serp.R128SQ12789protein_codingdeleterious(0)possibly_damaging(0.581)TCGA-E9-A226-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapytamoxiphenPD
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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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