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: GTF3C4

Gene summary for GTF3C4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GTF3C4

Gene ID

9329

Gene namegeneral transcription factor IIIC subunit 4
Gene AliasKAT12
Cytomap9q34.13
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

B3KNH2


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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
9329GTF3C4HCC1_MengHumanLiverHCC1.15e-151.09e-030.0246
9329GTF3C4HCC2_MengHumanLiverHCC3.92e-086.02e-020.0107
9329GTF3C4HCC1HumanLiverHCC1.20e-021.92e+000.5336
9329GTF3C4HCC2HumanLiverHCC2.28e-121.92e+000.5341
9329GTF3C4S014HumanLiverHCC1.97e-062.15e-010.2254
9329GTF3C4S015HumanLiverHCC3.62e-093.93e-010.2375
9329GTF3C4S016HumanLiverHCC1.13e-032.46e-010.2243
9329GTF3C4S027HumanLiverHCC4.00e-045.30e-010.2446
9329GTF3C4S028HumanLiverHCC5.84e-176.61e-010.2503
9329GTF3C4S029HumanLiverHCC4.55e-145.36e-010.2581
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:001657021LiverHCChistone modification283/7958463/187232.68e-162.33e-14283
GO:00182052LiverHCCpeptidyl-lysine modification230/7958376/187231.51e-138.32e-12230
GO:00064732LiverHCCprotein acetylation135/7958201/187231.20e-125.92e-11135
GO:00435432LiverHCCprotein acylation157/7958243/187232.40e-121.12e-10157
GO:00183942LiverHCCpeptidyl-lysine acetylation116/7958169/187235.11e-122.23e-10116
GO:00064752LiverHCCinternal protein amino acid acetylation107/7958160/187233.77e-101.23e-08107
GO:00183932LiverHCCinternal peptidyl-lysine acetylation105/7958158/187239.48e-102.90e-08105
GO:00165732LiverHCChistone acetylation101/7958152/187231.99e-095.63e-08101
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
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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
GTF3C4SNVMissense_Mutationc.1543N>Gp.Leu515Valp.L515VQ9UKN8protein_codingtolerated(0.1)possibly_damaging(0.714)TCGA-A2-A0EQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
GTF3C4SNVMissense_Mutationc.1612G>Ap.Asp538Asnp.D538NQ9UKN8protein_codingdeleterious(0)probably_damaging(0.994)TCGA-A8-A0A9-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
GTF3C4SNVMissense_Mutationnovelc.1784N>Tp.Ala595Valp.A595VQ9UKN8protein_codingtolerated_low_confidence(0.54)benign(0)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GTF3C4SNVMissense_Mutationnovelc.2466N>Ap.Phe822Leup.F822LQ9UKN8protein_codingtolerated(0.95)benign(0.177)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GTF3C4SNVMissense_Mutationnovelc.779N>Gp.Gln260Argp.Q260RQ9UKN8protein_codingtolerated(0.44)benign(0.23)TCGA-E9-A1N9-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
GTF3C4SNVMissense_Mutationnovelc.2219A>Gp.Lys740Argp.K740RQ9UKN8protein_codingdeleterious_low_confidence(0)probably_damaging(0.998)TCGA-OL-A5RU-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideCR
GTF3C4SNVMissense_Mutationnovelc.382G>Cp.Glu128Glnp.E128QQ9UKN8protein_codingtolerated(0.19)benign(0.043)TCGA-PE-A5DE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
GTF3C4insertionIn_Frame_Insnovelc.1172_1173insACAp.Val391_Val392insGlnp.V391_V392insQQ9UKN8protein_codingTCGA-A2-A0D4-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
GTF3C4insertionNonsense_Mutationnovelc.1174_1175insTACACCAGCTGGTCTCCCATGGGTTGCGATGCTAAp.Ala393HisfsTer11p.A393Hfs*11Q9UKN8protein_codingTCGA-A2-A0D4-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
GTF3C4insertionNonsense_Mutationnovelc.2010_2011insTCTCCATGACTGCAGACAAACAGAATp.Glu671SerfsTer3p.E671Sfs*3Q9UKN8protein_codingTCGA-A8-A06P-01Breastbreast invasive carcinomaFemale<65III/IVUnspecificSD
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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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