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: GTF3C3

Gene summary for GTF3C3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GTF3C3

Gene ID

9330

Gene namegeneral transcription factor IIIC subunit 3
Gene AliasTFIIIC102
Cytomap2q33.1
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q9Y5Q9


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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
9330GTF3C3LZE4THumanEsophagusESCC1.09e-052.31e-010.0811
9330GTF3C3LZE7THumanEsophagusESCC2.69e-063.79e-010.0667
9330GTF3C3LZE8THumanEsophagusESCC4.22e-041.44e-010.067
9330GTF3C3LZE20THumanEsophagusESCC3.73e-021.08e-010.0662
9330GTF3C3LZE24THumanEsophagusESCC1.17e-062.18e-010.0596
9330GTF3C3LZE21THumanEsophagusESCC1.98e-021.86e-010.0655
9330GTF3C3P1T-EHumanEsophagusESCC2.06e-044.43e-010.0875
9330GTF3C3P2T-EHumanEsophagusESCC5.68e-142.99e-010.1177
9330GTF3C3P4T-EHumanEsophagusESCC2.73e-153.64e-010.1323
9330GTF3C3P5T-EHumanEsophagusESCC6.37e-061.94e-010.1327
9330GTF3C3P8T-EHumanEsophagusESCC5.12e-071.81e-010.0889
9330GTF3C3P9T-EHumanEsophagusESCC4.40e-071.47e-010.1131
9330GTF3C3P10T-EHumanEsophagusESCC1.80e-152.83e-010.116
9330GTF3C3P12T-EHumanEsophagusESCC4.16e-224.27e-010.1122
9330GTF3C3P15T-EHumanEsophagusESCC2.10e-245.58e-010.1149
9330GTF3C3P16T-EHumanEsophagusESCC1.81e-203.73e-010.1153
9330GTF3C3P17T-EHumanEsophagusESCC3.20e-022.76e-010.1278
9330GTF3C3P20T-EHumanEsophagusESCC2.95e-112.85e-010.1124
9330GTF3C3P21T-EHumanEsophagusESCC1.17e-193.04e-010.1617
9330GTF3C3P22T-EHumanEsophagusESCC1.68e-122.31e-010.1236
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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
∗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:00063833EsophagusESCCtranscription by RNA polymerase III41/855246/187237.69e-101.90e-0841
GO:00987812EsophagusESCCncRNA transcription45/855256/187231.05e-071.72e-0645
GO:00093032EsophagusESCCrRNA transcription28/855234/187231.21e-051.12e-0428
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:00093031Oral cavityOSCCrRNA transcription24/730534/187231.89e-041.28e-0324
GO:00063831Oral cavityLPtranscription by RNA polymerase III20/462346/187234.03e-032.61e-0220
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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
GTF3C3SNVMissense_Mutationc.154G>Ap.Glu52Lysp.E52KQ9Y5Q9protein_codingtolerated_low_confidence(0.4)benign(0.007)TCGA-AO-A0JM-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
GTF3C3SNVMissense_Mutationrs377186267c.1013N>Gp.Ser338Cysp.S338CQ9Y5Q9protein_codingtolerated(0.08)benign(0.43)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GTF3C3SNVMissense_Mutationnovelc.1913A>Gp.Asp638Glyp.D638GQ9Y5Q9protein_codingdeleterious(0.03)benign(0.02)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GTF3C3SNVMissense_Mutationnovelc.1381N>Tp.Arg461Cysp.R461CQ9Y5Q9protein_codingdeleterious(0)probably_damaging(0.995)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
GTF3C3deletionFrame_Shift_Delnovelc.16_34delNNNNNNNNNNNNNNNNNNNp.Pro6TrpfsTer67p.P6Wfs*67Q9Y5Q9protein_codingTCGA-FU-A23L-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GTF3C3SNVMissense_Mutationrs768859221c.827N>Ap.Arg276Hisp.R276HQ9Y5Q9protein_codingtolerated(0.1)possibly_damaging(0.86)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
GTF3C3SNVMissense_Mutationc.1855G>Ap.Val619Ilep.V619IQ9Y5Q9protein_codingtolerated(0.3)benign(0.072)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
GTF3C3SNVMissense_Mutationrs375124162c.2405N>Ap.Arg802Glnp.R802QQ9Y5Q9protein_codingtolerated(0.34)benign(0.079)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
GTF3C3SNVMissense_Mutationc.1159G>Tp.Asp387Tyrp.D387YQ9Y5Q9protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
GTF3C3SNVMissense_Mutationc.2104C>Tp.Leu702Phep.L702FQ9Y5Q9protein_codingtolerated(0.06)probably_damaging(0.984)TCGA-AM-5821-01Colorectumcolon 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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