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: TAF3

Gene summary for TAF3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TAF3

Gene ID

83860

Gene nameTATA-box binding protein associated factor 3
Gene AliasTAF140
Cytomap10p14
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q5VWG9


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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
83860TAF3CCI_2HumanCervixCC4.29e-101.15e+000.5249
83860TAF3CCI_3HumanCervixCC1.90e-056.18e-010.516
83860TAF3LZE4THumanEsophagusESCC3.05e-082.71e-010.0811
83860TAF3LZE5THumanEsophagusESCC2.84e-031.69e-010.0514
83860TAF3LZE7THumanEsophagusESCC4.08e-052.01e-010.0667
83860TAF3LZE8THumanEsophagusESCC3.93e-026.15e-020.067
83860TAF3LZE22THumanEsophagusESCC2.02e-031.69e-010.068
83860TAF3LZE24THumanEsophagusESCC5.29e-153.38e-010.0596
83860TAF3LZE21THumanEsophagusESCC1.65e-042.39e-010.0655
83860TAF3LZE6THumanEsophagusESCC3.99e-041.05e-010.0845
83860TAF3P1T-EHumanEsophagusESCC1.78e-022.65e-010.0875
83860TAF3P2T-EHumanEsophagusESCC7.28e-253.67e-010.1177
83860TAF3P4T-EHumanEsophagusESCC2.61e-213.77e-010.1323
83860TAF3P5T-EHumanEsophagusESCC2.10e-182.34e-010.1327
83860TAF3P8T-EHumanEsophagusESCC4.47e-112.59e-010.0889
83860TAF3P9T-EHumanEsophagusESCC6.35e-082.01e-010.1131
83860TAF3P10T-EHumanEsophagusESCC4.84e-131.61e-010.116
83860TAF3P11T-EHumanEsophagusESCC9.29e-081.83e-010.1426
83860TAF3P12T-EHumanEsophagusESCC2.49e-205.30e-010.1122
83860TAF3P15T-EHumanEsophagusESCC2.89e-183.32e-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
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:00512359CervixCCmaintenance of location78/2311327/187235.18e-094.92e-0778
GO:005165110CervixCCmaintenance of location in cell55/2311214/187236.63e-083.85e-0655
GO:00345048CervixCCprotein localization to nucleus68/2311290/187239.91e-085.25e-0668
GO:00510904CervixCCregulation of DNA-binding transcription factor activity87/2311440/187234.85e-061.22e-0487
GO:00325077CervixCCmaintenance of protein location in cell21/231165/187232.03e-053.71e-0421
GO:004518510CervixCCmaintenance of protein location26/231194/187234.85e-057.34e-0426
GO:00725955CervixCCmaintenance of protein localization in organelle14/231142/187233.32e-043.49e-0314
GO:00514571CervixCCmaintenance of protein location in nucleus8/231123/187234.70e-032.82e-028
GO:003450418EsophagusESCCprotein localization to nucleus211/8552290/187234.06e-216.60e-19211
GO:0045185111EsophagusESCCmaintenance of protein location71/855294/187233.41e-097.24e-0871
GO:0051235110EsophagusESCCmaintenance of location200/8552327/187231.01e-082.02e-07200
GO:0032507110EsophagusESCCmaintenance of protein location in cell52/855265/187231.41e-082.77e-0752
GO:007259517EsophagusESCCmaintenance of protein localization in organelle36/855242/187238.46e-081.44e-0636
GO:00510908EsophagusESCCregulation of DNA-binding transcription factor activity252/8552440/187235.22e-076.97e-06252
GO:005145712EsophagusESCCmaintenance of protein location in nucleus20/855223/187234.97e-053.86e-0420
GO:0051651111EsophagusESCCmaintenance of location in cell126/8552214/187236.57e-055.00e-04126
GO:00434332EsophagusESCCnegative regulation of DNA-binding transcription factor activity103/8552185/187233.86e-031.57e-02103
GO:003450411LiverCirrhoticprotein localization to nucleus113/4634290/187235.00e-081.58e-06113
GO:00451857LiverCirrhoticmaintenance of protein location46/463494/187233.31e-077.90e-0646
GO:00325074LiverCirrhoticmaintenance of protein location in cell35/463465/187234.60e-071.05e-0535
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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
TAF3SNVMissense_Mutationc.1171N>Gp.Ile391Valp.I391VQ5VWG9protein_codingdeleterious(0.02)benign(0.371)TCGA-BH-A1FD-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
TAF3SNVMissense_Mutationc.1553C>Tp.Ser518Phep.S518FQ5VWG9protein_codingdeleterious_low_confidence(0)possibly_damaging(0.483)TCGA-E9-A1NI-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
TAF3deletionFrame_Shift_Delc.627_630delATTGp.Leu210LysfsTer9p.L210Kfs*9Q5VWG9protein_codingTCGA-AN-A0XS-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
TAF3insertionFrame_Shift_Insnovelc.1484_1485insTTACTTTTp.Ser496TyrfsTer29p.S496Yfs*29Q5VWG9protein_codingTCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
TAF3deletionFrame_Shift_Delnovelc.1305delAp.Ala436LeufsTer86p.A436Lfs*86Q5VWG9protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
TAF3SNVMissense_Mutationrs778952496c.962C>Tp.Pro321Leup.P321LQ5VWG9protein_codingdeleterious_low_confidence(0)probably_damaging(0.997)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TAF3SNVMissense_Mutationnovelc.2681N>Tp.Cys894Phep.C894FQ5VWG9protein_codingdeleterious(0)probably_damaging(0.999)TCGA-C5-A8YQ-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
TAF3SNVMissense_Mutationnovelc.151C>Tp.Arg51Trpp.R51WQ5VWG9protein_codingdeleterious(0)probably_damaging(0.92)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TAF3insertionFrame_Shift_Insnovelc.1048_1049insAp.Ile352AsnfsTer3p.I352Nfs*3Q5VWG9protein_codingTCGA-VS-A9UJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
TAF3SNVMissense_Mutationrs201464808c.865N>Ap.Ala289Thrp.A289TQ5VWG9protein_codingtolerated_low_confidence(1)benign(0)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=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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