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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: GTF3C2

Gene summary for GTF3C2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GTF3C2

Gene ID

2976

Gene namegeneral transcription factor IIIC subunit 2
Gene AliasTF3C-beta
Cytomap2p23.3
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q8WUA4


Top

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
2976GTF3C2LZE4THumanEsophagusESCC7.45e-051.48e-010.0811
2976GTF3C2LZE7THumanEsophagusESCC1.24e-053.32e-010.0667
2976GTF3C2LZE8THumanEsophagusESCC1.26e-033.08e-020.067
2976GTF3C2LZE20THumanEsophagusESCC3.80e-055.08e-020.0662
2976GTF3C2LZE24THumanEsophagusESCC6.98e-072.29e-010.0596
2976GTF3C2LZE21THumanEsophagusESCC1.93e-042.30e-010.0655
2976GTF3C2LZE6THumanEsophagusESCC3.72e-031.97e-010.0845
2976GTF3C2P1T-EHumanEsophagusESCC3.57e-053.34e-010.0875
2976GTF3C2P2T-EHumanEsophagusESCC3.08e-315.13e-010.1177
2976GTF3C2P4T-EHumanEsophagusESCC1.20e-051.78e-010.1323
2976GTF3C2P5T-EHumanEsophagusESCC4.01e-141.92e-010.1327
2976GTF3C2P8T-EHumanEsophagusESCC4.12e-172.80e-010.0889
2976GTF3C2P9T-EHumanEsophagusESCC4.36e-071.14e-010.1131
2976GTF3C2P10T-EHumanEsophagusESCC1.04e-284.21e-010.116
2976GTF3C2P11T-EHumanEsophagusESCC2.63e-083.77e-010.1426
2976GTF3C2P12T-EHumanEsophagusESCC8.97e-283.12e-010.1122
2976GTF3C2P15T-EHumanEsophagusESCC3.33e-285.76e-010.1149
2976GTF3C2P16T-EHumanEsophagusESCC9.86e-212.44e-010.1153
2976GTF3C2P17T-EHumanEsophagusESCC1.92e-052.01e-010.1278
2976GTF3C2P19T-EHumanEsophagusESCC5.91e-042.92e-010.1662
Page: 1 2 3 4 5 

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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

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
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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
GTF3C2MSC.ADIPOBreastDCISPCDH17,P2RY6,HEG1, etc.2.17e-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.
GTF3C2MVABreastDCISPCDH17,P2RY6,HEG1, etc.4.07e-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.
GTF3C2MSC.ADIPOBreastIDCPCDH17,P2RY6,HEG1, etc.2.99e-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.
GTF3C2PLAEndometriumEECALOX12-AS1,PMM2,HSP90B1, etc.8.39e-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.
GTF3C2NKLungAISSERPING1,TTLL12,AL035446.2, etc.1.03e-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.
GTF3C2CD8TRMPancreasADJNINL,USP31,GZMA, etc.7.55e-03The 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.
GTF3C2CD8TRMPancreasHealthyNINL,USP31,GZMA, etc.6.67e-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.
GTF3C2NKTPancreasHealthyNINL,USP31,GZMA, etc.3.60e-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.
GTF3C2NKTPancreasPanINNINL,USP31,GZMA, etc.1.43e-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.
GTF3C2CD8TRMPancreasPanINNINL,USP31,GZMA, etc.1.10e-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.
Page: 1 2 

Top

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
GTF3C2SNVMissense_Mutationc.2122G>Ap.Val708Ilep.V708IQ8WUA4protein_codingtolerated(0.08)possibly_damaging(0.829)TCGA-A2-A25D-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenSD
GTF3C2SNVMissense_Mutationc.953N>Ap.Arg318Glnp.R318QQ8WUA4protein_codingdeleterious(0)probably_damaging(0.992)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
GTF3C2SNVMissense_Mutationc.1202N>Tp.Asp401Valp.D401VQ8WUA4protein_codingdeleterious(0)benign(0.261)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
GTF3C2SNVMissense_Mutationnovelc.1760N>Ap.Thr587Asnp.T587NQ8WUA4protein_codingdeleterious(0)benign(0.255)TCGA-AR-A24W-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyletrozoleSD
GTF3C2SNVMissense_Mutationc.985N>Cp.Glu329Glnp.E329QQ8WUA4protein_codingdeleterious(0.01)possibly_damaging(0.867)TCGA-D8-A73U-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
GTF3C2SNVMissense_Mutationrs766482590c.784G>Ap.Gly262Serp.G262SQ8WUA4protein_codingtolerated(0.59)benign(0.006)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GTF3C2SNVMissense_Mutationc.2068G>Cp.Asp690Hisp.D690HQ8WUA4protein_codingdeleterious(0)probably_damaging(0.991)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
GTF3C2SNVMissense_Mutationc.116C>Gp.Ser39Cysp.S39CQ8WUA4protein_codingtolerated_low_confidence(0.08)benign(0)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GTF3C2SNVMissense_Mutationnovelc.526N>Cp.Glu176Glnp.E176QQ8WUA4protein_codingdeleterious(0.04)probably_damaging(0.979)TCGA-VS-A953-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
GTF3C2SNVMissense_Mutationnovelc.2249G>Ap.Arg750Glnp.R750QQ8WUA4protein_codingdeleterious(0)probably_damaging(0.944)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 7 8 9 10 

Top

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
Page: 1