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: TAF6

Gene summary for TAF6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TAF6

Gene ID

6878

Gene nameTATA-box binding protein associated factor 6
Gene AliasALYUS
Cytomap7q22.1
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

P49848


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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
6878TAF6LZE4THumanEsophagusESCC3.39e-062.51e-010.0811
6878TAF6LZE7THumanEsophagusESCC7.34e-115.45e-010.0667
6878TAF6LZE8THumanEsophagusESCC2.82e-073.00e-010.067
6878TAF6LZE20THumanEsophagusESCC3.56e-052.75e-010.0662
6878TAF6LZE22THumanEsophagusESCC1.57e-054.67e-010.068
6878TAF6LZE24THumanEsophagusESCC2.66e-194.87e-010.0596
6878TAF6LZE21THumanEsophagusESCC2.62e-042.97e-010.0655
6878TAF6LZE6THumanEsophagusESCC4.30e-042.34e-010.0845
6878TAF6P1T-EHumanEsophagusESCC4.86e-115.52e-010.0875
6878TAF6P2T-EHumanEsophagusESCC1.61e-376.44e-010.1177
6878TAF6P4T-EHumanEsophagusESCC2.22e-235.33e-010.1323
6878TAF6P5T-EHumanEsophagusESCC5.66e-192.58e-010.1327
6878TAF6P8T-EHumanEsophagusESCC2.01e-183.05e-010.0889
6878TAF6P9T-EHumanEsophagusESCC3.42e-082.97e-010.1131
6878TAF6P10T-EHumanEsophagusESCC2.58e-203.01e-010.116
6878TAF6P11T-EHumanEsophagusESCC9.16e-206.48e-010.1426
6878TAF6P12T-EHumanEsophagusESCC2.78e-305.98e-010.1122
6878TAF6P15T-EHumanEsophagusESCC6.09e-429.27e-010.1149
6878TAF6P16T-EHumanEsophagusESCC5.93e-731.12e+000.1153
6878TAF6P17T-EHumanEsophagusESCC2.53e-147.97e-010.1278
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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
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:00457867ThyroidPTCnegative regulation of cell cycle166/5968385/187231.93e-062.64e-05166
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:00708975ThyroidPTCtranscription preinitiation complex assembly22/596836/187232.85e-042.02e-0322
GO:00511234ThyroidPTCRNA polymerase II preinitiation complex assembly15/596824/187231.95e-031.05e-0215
GO:004578614ThyroidATCnegative regulation of cell cycle181/6293385/187232.64e-085.07e-07181
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
GO:007089712ThyroidATCtranscription preinitiation complex assembly22/629336/187236.58e-043.73e-0322
GO:00718242ThyroidATCprotein-DNA complex subunit organization103/6293241/187231.84e-039.03e-03103
GO:005112311ThyroidATCRNA polymerase II preinitiation complex assembly15/629324/187233.52e-031.56e-0215
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa030222EsophagusESCCBasal transcription factors35/420545/84651.01e-044.06e-042.08e-0435
hsa0302211EsophagusESCCBasal transcription factors35/420545/84651.01e-044.06e-042.08e-0435
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
TAF6SNVMissense_Mutationnovelc.2118C>Ap.Asn706Lysp.N706KP49848protein_codingtolerated_low_confidence(0.3)benign(0)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
TAF6SNVMissense_Mutationc.1226N>Tp.Thr409Ilep.T409IP49848protein_codingdeleterious(0.02)possibly_damaging(0.505)TCGA-A7-A0DA-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
TAF6SNVMissense_Mutationnovelc.960N>Tp.Met320Ilep.M320IP49848protein_codingtolerated(0.05)benign(0.177)TCGA-A8-A092-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapypaclitaxelCR
TAF6SNVMissense_Mutationnovelc.593N>Tp.Ala198Valp.A198VP49848protein_codingtolerated(0.15)benign(0.035)TCGA-A8-A09A-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
TAF6insertionFrame_Shift_Insnovelc.298_299insTACAAGGAGATCACCGAGGCCTGCGTGGGCTp.Arg100LeufsTer18p.R100Lfs*18P49848protein_codingTCGA-B6-A0IK-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
TAF6SNVMissense_Mutationc.871N>Gp.Gln291Glup.Q291EP49848protein_codingtolerated(0.49)benign(0.113)TCGA-C5-A1BL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TAF6SNVMissense_Mutationnovelc.1340N>Ap.Pro447Hisp.P447HP49848protein_codingdeleterious(0.01)possibly_damaging(0.74)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TAF6SNVMissense_Mutationrs766556536c.1427N>Ap.Arg476Hisp.R476HP49848protein_codingtolerated(0.12)benign(0.187)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
TAF6SNVMissense_Mutationc.1038N>Tp.Met346Ilep.M346IP49848protein_codingtolerated(0.79)benign(0.023)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
TAF6SNVMissense_Mutationc.557N>Tp.Pro186Leup.P186LP49848protein_codingdeleterious(0.03)probably_damaging(0.987)TCGA-G4-6304-01Colorectumcolon adenocarcinomaFemale>=65I/IIChemotherapyfluorouracilPD
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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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