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: GTF3C6

Gene summary for GTF3C6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GTF3C6

Gene ID

112495

Gene namegeneral transcription factor IIIC subunit 6
Gene AliasC6orf51
Cytomap6q21
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q969F1


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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
112495GTF3C6HTA11_2487_2000001011HumanColorectumSER1.39e-063.38e-01-0.1808
112495GTF3C6HTA11_1938_2000001011HumanColorectumAD2.11e-042.92e-01-0.0811
112495GTF3C6HTA11_78_2000001011HumanColorectumAD6.79e-032.14e-01-0.1088
112495GTF3C6HTA11_347_2000001011HumanColorectumAD1.33e-163.82e-01-0.1954
112495GTF3C6HTA11_83_2000001011HumanColorectumSER2.92e-023.35e-01-0.1526
112495GTF3C6HTA11_696_2000001011HumanColorectumAD1.53e-102.88e-01-0.1464
112495GTF3C6HTA11_866_2000001011HumanColorectumAD7.88e-031.52e-01-0.1001
112495GTF3C6HTA11_1391_2000001011HumanColorectumAD7.19e-093.50e-01-0.059
112495GTF3C6HTA11_5212_2000001011HumanColorectumAD2.47e-023.34e-01-0.2061
112495GTF3C6HTA11_7862_2000001011HumanColorectumAD3.68e-022.56e-01-0.0179
112495GTF3C6HTA11_866_3004761011HumanColorectumAD5.46e-083.07e-010.096
112495GTF3C6HTA11_7663_2000001011HumanColorectumSER1.26e-023.35e-010.0131
112495GTF3C6HTA11_6801_2000001011HumanColorectumSER2.39e-045.73e-010.0171
112495GTF3C6HTA11_7696_3000711011HumanColorectumAD4.17e-052.13e-010.0674
112495GTF3C6HTA11_99999970781_79442HumanColorectumMSS1.81e-193.86e-010.294
112495GTF3C6HTA11_99999965062_69753HumanColorectumMSI-H1.96e-025.36e-010.3487
112495GTF3C6HTA11_99999965104_69814HumanColorectumMSS1.24e-043.11e-010.281
112495GTF3C6HTA11_99999971662_82457HumanColorectumMSS5.07e-031.73e-010.3859
112495GTF3C6HTA11_99999974143_84620HumanColorectumMSS7.13e-062.22e-010.3005
112495GTF3C6AEH-subject1HumanEndometriumAEH3.07e-19-3.89e-01-0.3059
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
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
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: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
GO:00987813SkincSCCncRNA transcription28/486456/187239.93e-059.22e-0428
GO:00093033SkincSCCrRNA transcription19/486434/187232.03e-041.69e-0319
GO:00063834SkincSCCtranscription by RNA polymerase III20/486446/187237.44e-033.50e-0220
GO:00987814ThyroidPTCncRNA transcription27/596856/187237.77e-033.29e-0227
GO:00063835ThyroidPTCtranscription by RNA polymerase III23/596846/187237.89e-033.33e-0223
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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
GTF3C6SNVMissense_Mutationc.229G>Ap.Glu77Lysp.E77KQ969F1protein_codingdeleterious(0.02)probably_damaging(1)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
GTF3C6SNVMissense_Mutationnovelc.100N>Tp.Asp34Tyrp.D34YQ969F1protein_codingdeleterious(0)probably_damaging(0.937)TCGA-C8-A27B-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
GTF3C6insertionNonsense_Mutationnovelc.553_554insTTACATGATGAGTATAGCTTAACAp.His185delinsLeuThrTerTerValTerLeuAsnAsnp.H185delinsLT**V*LNNQ969F1protein_codingTCGA-AO-A0JJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophospamideSD
GTF3C6SNVMissense_Mutationc.269N>Cp.Lys90Thrp.K90TQ969F1protein_codingtolerated(0.14)possibly_damaging(0.567)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GTF3C6SNVMissense_Mutationnovelc.140N>Ap.Gly47Aspp.G47DQ969F1protein_codingtolerated(0.1)possibly_damaging(0.573)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
GTF3C6SNVMissense_Mutationnovelc.120N>Cp.Glu40Aspp.E40DQ969F1protein_codingtolerated(0.23)benign(0.003)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
GTF3C6SNVMissense_Mutationc.479N>Ap.Ser160Tyrp.S160YQ969F1protein_codingdeleterious(0.03)benign(0.188)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
GTF3C6SNVMissense_Mutationnovelc.387G>Tp.Lys129Asnp.K129NQ969F1protein_codingtolerated(0.14)benign(0.015)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
GTF3C6SNVMissense_Mutationnovelc.580C>Ap.Leu194Ilep.L194IQ969F1protein_codingtolerated_low_confidence(0.15)benign(0.034)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
GTF3C6SNVMissense_Mutationc.234N>Cp.Glu78Aspp.E78DQ969F1protein_codingdeleterious(0.02)possibly_damaging(0.77)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
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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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