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: GTF3C5

Gene summary for GTF3C5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GTF3C5

Gene ID

9328

Gene namegeneral transcription factor IIIC subunit 5
Gene AliasTFIIIC63
Cytomap9q34.13
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q9Y5Q8


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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
9328GTF3C5LZE4THumanEsophagusESCC6.31e-043.19e-010.0811
9328GTF3C5LZE7THumanEsophagusESCC1.73e-107.14e-010.0667
9328GTF3C5LZE8THumanEsophagusESCC1.88e-176.10e-010.067
9328GTF3C5LZE20THumanEsophagusESCC8.11e-082.75e-010.0662
9328GTF3C5LZE22D1HumanEsophagusHGIN7.18e-051.60e-010.0595
9328GTF3C5LZE24THumanEsophagusESCC3.39e-154.05e-010.0596
9328GTF3C5P1T-EHumanEsophagusESCC1.02e-115.32e-010.0875
9328GTF3C5P2T-EHumanEsophagusESCC3.18e-417.01e-010.1177
9328GTF3C5P4T-EHumanEsophagusESCC4.17e-144.89e-010.1323
9328GTF3C5P5T-EHumanEsophagusESCC1.44e-193.34e-010.1327
9328GTF3C5P8T-EHumanEsophagusESCC3.24e-407.24e-010.0889
9328GTF3C5P9T-EHumanEsophagusESCC4.97e-112.42e-010.1131
9328GTF3C5P10T-EHumanEsophagusESCC1.17e-265.68e-010.116
9328GTF3C5P11T-EHumanEsophagusESCC2.09e-136.81e-010.1426
9328GTF3C5P12T-EHumanEsophagusESCC3.51e-274.25e-010.1122
9328GTF3C5P15T-EHumanEsophagusESCC1.24e-307.27e-010.1149
9328GTF3C5P16T-EHumanEsophagusESCC1.03e-153.00e-010.1153
9328GTF3C5P17T-EHumanEsophagusESCC2.04e-145.96e-010.1278
9328GTF3C5P19T-EHumanEsophagusESCC8.94e-085.52e-010.1662
9328GTF3C5P20T-EHumanEsophagusESCC4.70e-082.23e-010.1124
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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
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
∗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:00605379EsophagusHGINmuscle tissue development76/2587403/187232.67e-032.63e-0276
GO:00063523EsophagusHGINDNA-templated transcription, initiation30/2587130/187232.86e-032.79e-0230
GO:00147068EsophagusHGINstriated muscle tissue development72/2587384/187233.94e-033.56e-0272
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:006053716EsophagusESCCmuscle tissue development211/8552403/187233.84e-031.56e-02211
GO:001470615EsophagusESCCstriated muscle tissue development197/8552384/187231.46e-024.74e-02197
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:00605378Oral cavityOSCCmuscle tissue development185/7305403/187232.60e-031.14e-02185
GO:00147067Oral cavityOSCCstriated muscle tissue development174/7305384/187236.45e-032.40e-02174
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
GTF3C5PERIThyroidHealthyIL11,ELOVL3,NTN1, etc.5.20e-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.
∗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
GTF3C5SNVMissense_Mutationrs140794229c.519N>Ap.Phe173Leup.F173LQ9Y5Q8protein_codingdeleterious(0)probably_damaging(0.994)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
GTF3C5SNVMissense_Mutationc.1453G>Cp.Glu485Glnp.E485QQ9Y5Q8protein_codingtolerated(0.21)benign(0.067)TCGA-E2-A10C-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
GTF3C5insertionFrame_Shift_Insnovelc.1530_1531insGGGTGCCCGTCAAACTACAGCTTCCCTGGGGGGCCTCCACCCCATACp.Ser511GlyfsTer50p.S511Gfs*50Q9Y5Q8protein_codingTCGA-A2-A0EO-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
GTF3C5SNVMissense_Mutationnovelc.970N>Tp.Arg324Cysp.R324CQ9Y5Q8protein_codingdeleterious(0)probably_damaging(1)TCGA-C5-A1MQ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
GTF3C5SNVMissense_Mutationc.65G>Ap.Arg22Glnp.R22QQ9Y5Q8protein_codingtolerated(0.07)benign(0.018)TCGA-EA-A3QD-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
GTF3C5SNVMissense_Mutationc.469G>Ap.Glu157Lysp.E157KQ9Y5Q8protein_codingtolerated(0.22)benign(0.122)TCGA-Q1-A6DT-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
GTF3C5SNVMissense_Mutationc.731N>Gp.Asn244Serp.N244SQ9Y5Q8protein_codingtolerated(0.05)probably_damaging(0.919)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
GTF3C5SNVMissense_Mutationc.277N>Gp.Arg93Glyp.R93GQ9Y5Q8protein_codingdeleterious(0.01)benign(0.023)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
GTF3C5SNVMissense_Mutationrs201605177c.905G>Ap.Arg302Glnp.R302QQ9Y5Q8protein_codingdeleterious(0.02)probably_damaging(0.978)TCGA-AU-6004-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
GTF3C5SNVMissense_Mutationrs745823251c.1387C>Tp.Arg463Trpp.R463WQ9Y5Q8protein_codingdeleterious(0.04)benign(0.007)TCGA-AZ-6600-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapycpt-11PD
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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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