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: TAF13

Gene summary for TAF13

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TAF13

Gene ID

6884

Gene nameTATA-box binding protein associated factor 13
Gene AliasMRT60
Cytomap1p13.3
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

A0A024R089


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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
6884TAF13HCC1_MengHumanLiverHCC8.04e-46-3.32e-030.0246
6884TAF13HCC2_MengHumanLiverHCC7.62e-249.46e-020.0107
6884TAF13Pt13.bHumanLiverHCC1.58e-021.45e-020.0251
6884TAF13S014HumanLiverHCC1.49e-031.49e-010.2254
6884TAF13S015HumanLiverHCC2.91e-063.35e-010.2375
6884TAF13S027HumanLiverHCC4.70e-044.28e-010.2446
6884TAF13S028HumanLiverHCC8.18e-135.52e-010.2503
6884TAF13S029HumanLiverHCC1.12e-096.37e-010.2581
6884TAF13C04HumanOral cavityOSCC9.78e-034.18e-010.2633
6884TAF13C21HumanOral cavityOSCC1.76e-187.06e-010.2678
6884TAF13C30HumanOral cavityOSCC1.08e-311.41e+000.3055
6884TAF13C43HumanOral cavityOSCC1.69e-082.86e-010.1704
6884TAF13C51HumanOral cavityOSCC1.58e-148.76e-010.2674
6884TAF13C57HumanOral cavityOSCC2.74e-053.40e-010.1679
6884TAF13C06HumanOral cavityOSCC2.18e-041.03e+000.2699
6884TAF13C09HumanOral cavityOSCC4.33e-041.57e-010.1431
6884TAF13SYSMH2HumanOral cavityOSCC1.24e-041.86e-010.2326
6884TAF13SYSMH3HumanOral cavityOSCC7.11e-195.70e-010.2442
6884TAF13male-WTAHumanThyroidPTC2.38e-243.99e-020.1037
6884TAF13PTC04HumanThyroidPTC2.85e-04-2.86e-030.1927
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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
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
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:00063671LiverHCCtranscription initiation from RNA polymerase II promoter52/795877/187237.87e-069.27e-0552
GO:0006352LiverHCCDNA-templated transcription, initiation78/7958130/187234.19e-054.11e-0478
GO:00063522Oral cavityOSCCDNA-templated transcription, initiation74/7305130/187232.56e-052.39e-0474
GO:00063672Oral cavityOSCCtranscription initiation from RNA polymerase II promoter46/730577/187231.82e-041.24e-0346
GO:00063675ThyroidPTCtranscription initiation from RNA polymerase II promoter44/596877/187234.04e-065.05e-0544
GO:00063525ThyroidPTCDNA-templated transcription, initiation63/5968130/187235.72e-055.05e-0463
GO:000636712ThyroidATCtranscription initiation from RNA polymerase II promoter44/629377/187231.86e-051.70e-0444
GO:000635213ThyroidATCDNA-templated transcription, initiation64/6293130/187231.60e-041.10e-0364
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa03022Oral cavityOSCCBasal transcription factors28/370445/84659.53e-032.11e-021.08e-0228
hsa030221Oral cavityOSCCBasal transcription factors28/370445/84659.53e-032.11e-021.08e-0228
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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
TAF13SNVMissense_Mutationc.83N>Tp.Arg28Ilep.R28IQ15543protein_codingdeleterious(0)probably_damaging(0.961)TCGA-E9-A1R7-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyfarestonSD
TAF13SNVMissense_Mutationc.89N>Tp.Arg30Ilep.R30IQ15543protein_codingtolerated(0.08)possibly_damaging(0.908)TCGA-A6-6141-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuSD
TAF13SNVMissense_Mutationc.89G>Ap.Arg30Lysp.R30KQ15543protein_codingtolerated(0.08)benign(0.173)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
TAF13SNVMissense_Mutationrs771211231c.113G>Ap.Cys38Tyrp.C38YQ15543protein_codingtolerated(1)benign(0.115)TCGA-AZ-4614-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
TAF13SNVMissense_Mutationrs553663890c.215C>Tp.Ala72Valp.A72VQ15543protein_codingdeleterious(0)probably_damaging(0.982)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
TAF13SNVMissense_Mutationnovelc.48A>Cp.Glu16Aspp.E16DQ15543protein_codingtolerated(0.48)benign(0.217)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
TAF13SNVMissense_Mutationnovelc.20A>Gp.Asp7Glyp.D7GQ15543protein_codingtolerated(0.16)benign(0.036)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
TAF13SNVMissense_Mutationnovelc.254N>Gp.Asp85Glyp.D85GQ15543protein_codingdeleterious(0.03)probably_damaging(0.997)TCGA-F7-A61W-01Oral cavityhead & neck squamous cell carcinomaMale<65I/IIUnknownUnknownSD
TAF13SNVMissense_Mutationnovelc.164A>Gp.Asp55Glyp.D55GQ15543protein_codingtolerated(0.05)possibly_damaging(0.626)TCGA-XJ-A9DI-01Prostateprostate adenocarcinomaMale<659Hormone TherapylupronSD
TAF13SNVMissense_Mutationrs746539257c.259N>Ap.Val87Ilep.V87IQ15543protein_codingtolerated(0.58)benign(0.036)TCGA-CG-5721-01Stomachstomach adenocarcinomaMale<65III/IVUnknownUnknownSD
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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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