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: TAF10

Gene summary for TAF10

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TAF10

Gene ID

6881

Gene nameTATA-box binding protein associated factor 10
Gene AliasTAF2A
Cytomap11p15.4
Gene Typeprotein-coding
GO ID

GO:0000082

UniProtAcc

Q12962


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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
6881TAF10N_HPV_2HumanCervixN_HPV1.72e-028.04e-03-0.0131
6881TAF10CCI_1HumanCervixCC2.26e-09-6.04e-010.528
6881TAF10CCI_2HumanCervixCC4.77e-04-5.39e-010.5249
6881TAF10CCI_3HumanCervixCC9.71e-08-5.57e-010.516
6881TAF10CCII_1HumanCervixCC1.38e-17-6.04e-010.3249
6881TAF10L1HumanCervixCC6.02e-07-4.36e-010.0802
6881TAF10T1HumanCervixCC2.11e-07-4.07e-010.0918
6881TAF10LZE20THumanEsophagusESCC4.38e-021.24e-010.0662
6881TAF10LZE24THumanEsophagusESCC1.81e-123.17e-010.0596
6881TAF10LZE21THumanEsophagusESCC4.28e-065.76e-010.0655
6881TAF10P1T-EHumanEsophagusESCC1.16e-073.79e-010.0875
6881TAF10P2T-EHumanEsophagusESCC9.18e-276.00e-010.1177
6881TAF10P4T-EHumanEsophagusESCC6.29e-388.46e-010.1323
6881TAF10P5T-EHumanEsophagusESCC2.14e-346.22e-010.1327
6881TAF10P8T-EHumanEsophagusESCC1.36e-151.74e-010.0889
6881TAF10P9T-EHumanEsophagusESCC5.44e-267.14e-010.1131
6881TAF10P10T-EHumanEsophagusESCC1.96e-192.88e-010.116
6881TAF10P11T-EHumanEsophagusESCC1.13e-065.14e-010.1426
6881TAF10P12T-EHumanEsophagusESCC3.42e-092.29e-010.1122
6881TAF10P15T-EHumanEsophagusESCC1.05e-254.41e-010.1149
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
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:005109810CervixCCregulation of binding80/2311363/187231.32e-076.42e-0680
GO:00447725CervixCCmitotic cell cycle phase transition89/2311424/187232.70e-071.12e-0589
GO:00000824CervixCCG1/S transition of mitotic cell cycle49/2311214/187231.16e-052.48e-0449
GO:00448434CervixCCcell cycle G1/S phase transition53/2311241/187231.76e-053.32e-0453
GO:004873210CervixCCgland development84/2311436/187231.93e-053.54e-0484
GO:005110110CervixCCregulation of DNA binding31/2311118/187232.91e-054.81e-0431
GO:00165705CervixCChistone modification84/2311463/187231.70e-042.01e-0384
GO:00610089CervixCChepaticobiliary system development34/2311150/187232.92e-043.14e-0334
GO:00018899CervixCCliver development33/2311147/187234.27e-044.30e-0333
GO:00182054CervixCCpeptidyl-lysine modification62/2311376/187231.04e-024.97e-0262
GO:005109815CervixN_HPVregulation of binding26/534363/187231.75e-055.22e-0426
GO:005110115CervixN_HPVregulation of DNA binding12/534118/187231.41e-042.64e-0312
GO:000188914CervixN_HPVliver development13/534147/187233.06e-044.69e-0313
GO:006100814CervixN_HPVhepaticobiliary system development13/534150/187233.72e-045.41e-0313
GO:004873215CervixN_HPVgland development25/534436/187237.93e-049.90e-0325
GO:004477212CervixN_HPVmitotic cell cycle phase transition22/534424/187235.33e-033.84e-0222
GO:001657015EsophagusESCChistone modification323/8552463/187232.61e-267.88e-24323
GO:001820514EsophagusESCCpeptidyl-lysine modification259/8552376/187233.90e-205.26e-18259
GO:0051098111EsophagusESCCregulation of binding251/8552363/187236.73e-208.46e-18251
GO:004477216EsophagusESCCmitotic cell cycle phase transition281/8552424/187234.63e-184.45e-16281
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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
TAF10SNVMissense_Mutationnovelc.538G>Ap.Ala180Thrp.A180TQ12962protein_codingdeleterious(0.04)benign(0.184)TCGA-BH-A8FZ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TAF10SNVMissense_Mutationc.627C>Gp.Ile209Metp.I209MQ12962protein_codingdeleterious(0.02)possibly_damaging(0.826)TCGA-C5-A3HE-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
TAF10SNVMissense_Mutationnovelc.449N>Ap.Arg150Hisp.R150HQ12962protein_codingdeleterious(0.03)possibly_damaging(0.886)TCGA-VS-A953-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
TAF10SNVMissense_Mutationc.572N>Ap.Arg191Hisp.R191HQ12962protein_codingdeleterious(0.04)probably_damaging(0.917)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
TAF10SNVMissense_Mutationnovelc.482A>Cp.Lys161Thrp.K161TQ12962protein_codingdeleterious(0)probably_damaging(0.997)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
TAF10SNVMissense_Mutationnovelc.499N>Ap.Ala167Thrp.A167TQ12962protein_codingdeleterious(0.02)possibly_damaging(0.665)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
TAF10SNVMissense_Mutationnovelc.595N>Ap.Asp199Asnp.D199NQ12962protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TAF10SNVMissense_Mutationnovelc.511N>Ap.Leu171Ilep.L171IQ12962protein_codingdeleterious(0.01)possibly_damaging(0.906)TCGA-AP-A0LS-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TAF10SNVMissense_Mutationnovelc.442N>Tp.Asp148Tyrp.D148YQ12962protein_codingdeleterious(0)probably_damaging(1)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
TAF10SNVMissense_Mutationc.458G>Ap.Arg153Glnp.R153QQ12962protein_codingdeleterious(0)probably_damaging(0.97)TCGA-D1-A16X-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
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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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