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: TAF1C

Gene summary for TAF1C

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TAF1C

Gene ID

9013

Gene nameTATA-box binding protein associated factor, RNA polymerase I subunit C
Gene AliasMGC:39976
Cytomap16q24.1
Gene Typeprotein-coding
GO ID

GO:0001188

UniProtAcc

Q15572


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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
9013TAF1CLZE4THumanEsophagusESCC2.73e-038.48e-020.0811
9013TAF1CLZE7THumanEsophagusESCC1.49e-095.42e-010.0667
9013TAF1CLZE8THumanEsophagusESCC8.33e-051.20e-010.067
9013TAF1CLZE21D1HumanEsophagusHGIN5.36e-043.89e-010.0632
9013TAF1CLZE24THumanEsophagusESCC5.13e-091.97e-010.0596
9013TAF1CLZE21THumanEsophagusESCC3.21e-031.71e-010.0655
9013TAF1CP1T-EHumanEsophagusESCC1.30e-114.27e-010.0875
9013TAF1CP2T-EHumanEsophagusESCC1.10e-039.57e-020.1177
9013TAF1CP4T-EHumanEsophagusESCC2.20e-031.07e-010.1323
9013TAF1CP5T-EHumanEsophagusESCC9.13e-045.76e-020.1327
9013TAF1CP8T-EHumanEsophagusESCC7.31e-192.41e-010.0889
9013TAF1CP9T-EHumanEsophagusESCC1.91e-056.51e-020.1131
9013TAF1CP10T-EHumanEsophagusESCC2.71e-091.32e-010.116
9013TAF1CP11T-EHumanEsophagusESCC7.53e-063.27e-010.1426
9013TAF1CP12T-EHumanEsophagusESCC3.48e-151.54e-010.1122
9013TAF1CP15T-EHumanEsophagusESCC8.31e-191.56e-010.1149
9013TAF1CP16T-EHumanEsophagusESCC5.05e-061.27e-010.1153
9013TAF1CP20T-EHumanEsophagusESCC1.95e-081.60e-010.1124
9013TAF1CP21T-EHumanEsophagusESCC2.25e-131.37e-010.1617
9013TAF1CP22T-EHumanEsophagusESCC1.99e-101.62e-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
∗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:00063523EsophagusHGINDNA-templated transcription, initiation30/2587130/187232.86e-032.79e-0230
GO:000635211EsophagusESCCDNA-templated transcription, initiation86/8552130/187231.88e-062.19e-0586
GO:00063602EsophagusESCCtranscription by RNA polymerase I42/855255/187233.41e-063.78e-0542
GO:00708973EsophagusESCCtranscription preinitiation complex assembly30/855236/187233.60e-063.95e-0530
GO:00063611EsophagusESCCtranscription initiation from RNA polymerase I promoter11/855213/187234.76e-031.85e-0211
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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
TAF1CSNVMissense_Mutationc.454C>Ap.Gln152Lysp.Q152KQ15572protein_codingtolerated(0.12)benign(0.121)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
TAF1CSNVMissense_Mutationc.1486N>Tp.Pro496Serp.P496SQ15572protein_codingtolerated(0.14)benign(0.359)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
TAF1CSNVMissense_Mutationrs567236392c.275N>Ap.Arg92Glnp.R92QQ15572protein_codingtolerated(0.33)benign(0.003)TCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
TAF1CSNVMissense_Mutationnovelc.1246N>Tp.Pro416Serp.P416SQ15572protein_codingdeleterious(0.03)probably_damaging(0.913)TCGA-B6-A400-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
TAF1CSNVMissense_Mutationrs751167821c.1204N>Ap.Val402Metp.V402MQ15572protein_codingdeleterious(0.01)possibly_damaging(0.557)TCGA-E2-A9RU-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyarimidexSD
TAF1CSNVMissense_Mutationnovelc.149T>Cp.Leu50Prop.L50PQ15572protein_codingtolerated(0.36)benign(0.003)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TAF1CSNVMissense_Mutationrs200602141c.554N>Tp.Ser185Leup.S185LQ15572protein_codingtolerated(0.62)possibly_damaging(0.56)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TAF1CSNVMissense_Mutationrs371382879c.1766N>Tp.Ser589Leup.S589LQ15572protein_codingdeleterious(0)probably_damaging(0.996)TCGA-EA-A6QX-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
TAF1CSNVMissense_Mutationnovelc.2512T>Cp.Ser838Prop.S838PQ15572protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-MA-AA42-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
TAF1CSNVMissense_Mutationnovelc.1340N>Tp.Ser447Phep.S447FQ15572protein_codingtolerated(0.07)benign(0.242)TCGA-VS-A8EL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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