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: TBP

Gene summary for TBP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TBP

Gene ID

6908

Gene nameTATA-box binding protein
Gene AliasGTF2D
Cytomap6q27
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

P20226


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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
6908TBPLZE4THumanEsophagusESCC3.49e-052.16e-010.0811
6908TBPLZE7THumanEsophagusESCC2.90e-074.81e-010.0667
6908TBPLZE8THumanEsophagusESCC1.25e-072.29e-010.067
6908TBPLZE22THumanEsophagusESCC2.13e-022.55e-010.068
6908TBPLZE24THumanEsophagusESCC8.64e-204.70e-010.0596
6908TBPLZE6THumanEsophagusESCC7.23e-041.94e-010.0845
6908TBPP1T-EHumanEsophagusESCC1.35e-032.34e-010.0875
6908TBPP2T-EHumanEsophagusESCC3.80e-223.37e-010.1177
6908TBPP4T-EHumanEsophagusESCC8.86e-244.98e-010.1323
6908TBPP5T-EHumanEsophagusESCC1.88e-183.62e-010.1327
6908TBPP8T-EHumanEsophagusESCC3.29e-192.92e-010.0889
6908TBPP9T-EHumanEsophagusESCC1.89e-091.70e-010.1131
6908TBPP10T-EHumanEsophagusESCC2.81e-243.88e-010.116
6908TBPP11T-EHumanEsophagusESCC2.33e-093.77e-010.1426
6908TBPP12T-EHumanEsophagusESCC7.43e-173.06e-010.1122
6908TBPP15T-EHumanEsophagusESCC2.05e-184.13e-010.1149
6908TBPP16T-EHumanEsophagusESCC9.44e-295.30e-010.1153
6908TBPP17T-EHumanEsophagusESCC5.80e-082.44e-010.1278
6908TBPP19T-EHumanEsophagusESCC2.04e-098.31e-010.1662
6908TBPP20T-EHumanEsophagusESCC4.59e-213.76e-010.1124
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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
∗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:00092621LiverHCCdeoxyribonucleotide metabolic process31/795844/187231.63e-041.30e-0331
GO:20007561LiverHCCregulation of peptidyl-lysine acetylation41/795863/187232.47e-041.84e-0341
GO:00092191LiverHCCpyrimidine deoxyribonucleotide metabolic process19/795824/187232.80e-042.02e-0319
GO:19019831LiverHCCregulation of protein acetylation48/795877/187233.49e-042.43e-0348
GO:00093941LiverHCC2'-deoxyribonucleotide metabolic process28/795840/187234.01e-042.71e-0328
GO:00196921LiverHCCdeoxyribose phosphate metabolic process29/795842/187234.57e-043.04e-0329
GO:0006383LiverHCCtranscription by RNA polymerase III31/795846/187235.67e-043.61e-0331
GO:0098732LiverHCCmacromolecule deacylation67/7958116/187236.46e-043.99e-0367
GO:00353071LiverHCCpositive regulation of protein dephosphorylation30/795845/187239.14e-045.37e-0330
GO:00092003LiverHCCdeoxyribonucleoside triphosphate metabolic process14/795817/187239.39e-045.47e-0314
GO:00708971LiverHCCtranscription preinitiation complex assembly25/795836/187239.87e-045.71e-0325
GO:000717921LiverHCCtransforming growth factor beta receptor signaling pathway106/7958198/187231.09e-036.23e-03106
GO:00725271LiverHCCpyrimidine-containing compound metabolic process49/795882/187231.20e-036.68e-0349
GO:00356011LiverHCCprotein deacylation64/7958112/187231.23e-036.83e-0364
GO:00353063LiverHCCpositive regulation of dephosphorylation37/795859/187231.37e-037.34e-0337
GO:00454441LiverHCCfat cell differentiation120/7958229/187231.52e-038.05e-03120
GO:0072528LiverHCCpyrimidine-containing compound biosynthetic process24/795835/187231.64e-038.61e-0324
GO:000038121LiverHCCregulation of alternative mRNA splicing, via spliceosome37/795860/187232.13e-031.07e-0237
GO:0006221LiverHCCpyrimidine nucleotide biosynthetic process21/795830/187232.15e-031.08e-0221
GO:19038442LiverHCCregulation of cellular response to transforming growth factor beta stimulus72/7958131/187232.65e-031.27e-0272
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05016210EsophagusESCCHuntington disease226/4205306/84651.38e-188.72e-174.46e-17226
hsa05166211EsophagusESCCHuman T-cell leukemia virus 1 infection164/4205222/84658.13e-142.09e-121.07e-12164
hsa0516510EsophagusESCCHuman papillomavirus infection215/4205331/84657.86e-097.12e-083.65e-08215
hsa0520325EsophagusESCCViral carcinogenesis137/4205204/84652.47e-071.88e-069.62e-07137
hsa0501728EsophagusESCCSpinocerebellar ataxia94/4205143/84656.77e-052.90e-041.48e-0494
hsa030222EsophagusESCCBasal transcription factors35/420545/84651.01e-044.06e-042.08e-0435
hsa0501638EsophagusESCCHuntington disease226/4205306/84651.38e-188.72e-174.46e-17226
hsa05166310EsophagusESCCHuman T-cell leukemia virus 1 infection164/4205222/84658.13e-142.09e-121.07e-12164
hsa0516515EsophagusESCCHuman papillomavirus infection215/4205331/84657.86e-097.12e-083.65e-08215
hsa0520335EsophagusESCCViral carcinogenesis137/4205204/84652.47e-071.88e-069.62e-07137
hsa0501736EsophagusESCCSpinocerebellar ataxia94/4205143/84656.77e-052.90e-041.48e-0494
hsa0302211EsophagusESCCBasal transcription factors35/420545/84651.01e-044.06e-042.08e-0435
hsa0501622LiverHCCHuntington disease219/4020306/84653.06e-183.42e-161.90e-16219
hsa0516622LiverHCCHuman T-cell leukemia virus 1 infection139/4020222/84653.17e-062.79e-051.55e-05139
hsa0501721LiverHCCSpinocerebellar ataxia92/4020143/84653.20e-051.88e-041.04e-0492
hsa051652LiverHCCHuman papillomavirus infection188/4020331/84653.34e-041.49e-038.29e-04188
hsa052032LiverHCCViral carcinogenesis117/4020204/84652.68e-038.98e-035.00e-03117
hsa0501632LiverHCCHuntington disease219/4020306/84653.06e-183.42e-161.90e-16219
hsa0516632LiverHCCHuman T-cell leukemia virus 1 infection139/4020222/84653.17e-062.79e-051.55e-05139
hsa0501731LiverHCCSpinocerebellar ataxia92/4020143/84653.20e-051.88e-041.04e-0492
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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
TBPNKBreastDCISAGMAT,FBRSL1,MCM2, etc.9.96e-02The 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.
TBPPLABreastDCISAGMAT,FBRSL1,MCM2, etc.1.38e-01The 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.
TBPBMEMBreastDCISAGMAT,FBRSL1,MCM2, etc.1.06e-01The 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.
TBPBASCervixN_HPVPLCXD1,EN1,PIWIL1, etc.2.36e-01The 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.
TBPMONColorectumMSI-HCORO2A,CPD,NKIRAS2, etc.5.04e-01The 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.
TBPENDColorectumADJTAB1,TRNT1,C2, etc.2.78e-01The 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.
TBPENDColorectumCRCTAB1,TRNT1,C2, etc.3.63e-01The 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.
TBPENDColorectumHealthyTAB1,TRNT1,C2, etc.1.98e-01The 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.
TBPENDColorectumMSI-HTAB1,TRNT1,C2, etc.5.65e-01The 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.
TBPCD8TEFFEndometriumADJTBX21,SCYL3,ZNF737, etc.2.06e-02The 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.
∗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
TBPSNVMissense_Mutationnovelc.101A>Gp.Tyr34Cysp.Y34CP20226protein_codingdeleterious_low_confidence(0.03)probably_damaging(0.993)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
TBPSNVMissense_Mutationc.392C>Gp.Pro131Argp.P131RP20226protein_codingdeleterious(0.01)benign(0.296)TCGA-AN-A0FK-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
TBPSNVMissense_Mutationc.713C>Ap.Ala238Aspp.A238DP20226protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AN-A0FL-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TBPSNVMissense_Mutationnovelc.940N>Ap.Gly314Serp.G314SP20226protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-BH-A0HW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
TBPSNVMissense_Mutationnovelc.821T>Cp.Val274Alap.V274AP20226protein_codingtolerated(0.43)probably_damaging(0.996)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TBPSNVMissense_Mutationc.722N>Cp.Val241Alap.V241AP20226protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TBPSNVMissense_Mutationc.671C>Tp.Ala224Valp.A224VP20226protein_codingdeleterious(0.01)probably_damaging(0.984)TCGA-D5-6931-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
TBPSNVMissense_Mutationnovelc.70N>Cp.Gly24Argp.G24RP20226protein_codingtolerated_low_confidence(0.29)benign(0.123)TCGA-AG-A01J-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
TBPinsertionFrame_Shift_Insnovelc.864_865insCp.Gly290TrpfsTer27p.G290Wfs*27P20226protein_codingTCGA-AG-3892-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
TBPSNVMissense_Mutationrs756227958c.556N>Tp.Arg186Cysp.R186CP20226protein_codingdeleterious(0)probably_damaging(0.945)TCGA-A5-A1OF-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
6908TBPTRANSCRIPTION FACTORHORMONES7848271
6908TBPTRANSCRIPTION FACTORRETINOIC ACID8413615
6908TBPTRANSCRIPTION FACTORVP-16ETOPOSIDE PHOSPHATE1646402
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