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: TAF11

Gene summary for TAF11

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TAF11

Gene ID

6882

Gene nameTATA-box binding protein associated factor 11
Gene AliasMGC:15243
Cytomap6p21.31
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q15544


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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
6882TAF11LZE4THumanEsophagusESCC4.13e-052.41e-010.0811
6882TAF11LZE5THumanEsophagusESCC2.87e-023.77e-010.0514
6882TAF11LZE7THumanEsophagusESCC4.47e-055.20e-010.0667
6882TAF11LZE8THumanEsophagusESCC5.96e-032.24e-010.067
6882TAF11LZE20THumanEsophagusESCC4.87e-093.95e-010.0662
6882TAF11LZE22THumanEsophagusESCC2.30e-026.45e-010.068
6882TAF11LZE24THumanEsophagusESCC3.34e-205.91e-010.0596
6882TAF11LZE21THumanEsophagusESCC5.13e-073.57e-010.0655
6882TAF11LZE6THumanEsophagusESCC1.64e-074.41e-010.0845
6882TAF11P1T-EHumanEsophagusESCC2.54e-127.13e-010.0875
6882TAF11P2T-EHumanEsophagusESCC2.11e-366.85e-010.1177
6882TAF11P4T-EHumanEsophagusESCC6.50e-215.16e-010.1323
6882TAF11P5T-EHumanEsophagusESCC9.77e-192.96e-010.1327
6882TAF11P8T-EHumanEsophagusESCC1.44e-265.07e-010.0889
6882TAF11P9T-EHumanEsophagusESCC6.79e-194.19e-010.1131
6882TAF11P10T-EHumanEsophagusESCC4.91e-487.43e-010.116
6882TAF11P11T-EHumanEsophagusESCC5.07e-104.37e-010.1426
6882TAF11P12T-EHumanEsophagusESCC2.71e-264.15e-010.1122
6882TAF11P15T-EHumanEsophagusESCC1.01e-113.12e-010.1149
6882TAF11P16T-EHumanEsophagusESCC6.10e-273.81e-010.1153
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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:0016032111EsophagusESCCviral process301/8552415/187233.34e-291.32e-26301
GO:001908017EsophagusESCCviral gene expression80/855294/187232.04e-151.28e-1380
GO:0044403111EsophagusESCCbiological process involved in symbiotic interaction186/8552290/187231.43e-104.16e-09186
GO:001908312EsophagusESCCviral transcription41/855250/187231.35e-072.17e-0641
GO:00063673EsophagusESCCtranscription initiation from RNA polymerase II promoter56/855277/187231.30e-061.59e-0556
GO:000635211EsophagusESCCDNA-templated transcription, initiation86/8552130/187231.88e-062.19e-0586
GO:00708973EsophagusESCCtranscription preinitiation complex assembly30/855236/187233.60e-063.95e-0530
GO:005185115EsophagusESCCmodulation by host of symbiont process43/855260/187234.00e-053.22e-0443
GO:005181714EsophagusESCCmodulation of process of other organism involved in symbiotic interaction54/855281/187231.09e-047.64e-0454
GO:00439233EsophagusESCCpositive regulation by host of viral transcription14/855216/187236.78e-043.56e-0314
GO:003582114EsophagusESCCmodulation of process of other organism64/8552106/187231.61e-037.50e-0364
GO:005170214EsophagusESCCbiological process involved in interaction with symbiont57/855294/187232.46e-031.07e-0257
GO:00511232EsophagusESCCRNA polymerase II preinitiation complex assembly18/855224/187233.43e-031.41e-0218
GO:001603212LiverCirrhoticviral process203/4634415/187235.40e-273.76e-24203
GO:004440312LiverCirrhoticbiological process involved in symbiotic interaction131/4634290/187232.00e-141.84e-12131
GO:001908011LiverCirrhoticviral gene expression52/463494/187232.19e-101.08e-0852
GO:00518171LiverCirrhoticmodulation of process of other organism involved in symbiotic interaction44/463481/187231.11e-084.26e-0744
GO:005170211LiverCirrhoticbiological process involved in interaction with symbiont48/463494/187233.41e-081.14e-0648
GO:00518511LiverCirrhoticmodulation by host of symbiont process33/463460/187235.09e-071.14e-0533
GO:00358213LiverCirrhoticmodulation of process of other organism49/4634106/187231.20e-062.43e-0549
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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
TAF11SNVMissense_Mutationrs367847591c.7N>Ap.Asp3Asnp.D3NQ15544protein_codingtolerated(0.94)benign(0)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
TAF11SNVMissense_Mutationnovelc.148N>Cp.Glu50Glnp.E50QQ15544protein_codingtolerated(0.2)probably_damaging(0.979)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TAF11SNVMissense_Mutationnovelc.184N>Ap.Asp62Asnp.D62NQ15544protein_codingdeleterious(0.04)possibly_damaging(0.651)TCGA-VS-A958-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TAF11SNVMissense_Mutationrs754844977c.487N>Ap.Gly163Argp.G163RQ15544protein_codingdeleterious(0)probably_damaging(0.997)TCGA-CM-6162-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinSD
TAF11SNVMissense_Mutationc.65N>Tp.Ala22Valp.A22VQ15544protein_codingtolerated(0.21)benign(0)TCGA-G4-6309-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyxelodaPD
TAF11SNVMissense_Mutationrs115299208c.571N>Ap.Val191Ilep.V191IQ15544protein_codingdeleterious(0.03)benign(0.183)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TAF11SNVMissense_Mutationrs765429402c.238G>Ap.Ala80Thrp.A80TQ15544protein_codingdeleterious(0.03)benign(0)TCGA-18-3411-01Lunglung squamous cell carcinomaFemale<65III/IVUnknownUnknownSD
TAF11insertionFrame_Shift_Insnovelc.622_623insAp.Ile208AsnfsTer26p.I208Nfs*26Q15544protein_codingTCGA-94-8490-01Lunglung squamous cell carcinomaMale>=65I/IIUnknownUnknownSD
TAF11SNVMissense_Mutationnovelc.575N>Cp.Arg192Thrp.R192TQ15544protein_codingdeleterious(0)probably_damaging(0.992)TCGA-H7-8502-01Oral cavityhead & neck squamous cell carcinomaMale<65I/IIChemotherapyunknownSD
TAF11insertionFrame_Shift_Insnovelc.576_577insTACTTTCTp.Arg193TyrfsTer5p.R193Yfs*5Q15544protein_codingTCGA-H7-8502-01Oral cavityhead & neck squamous cell carcinomaMale<65I/IIChemotherapyunknownSD
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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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