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: TP53BP2

Gene summary for TP53BP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TP53BP2

Gene ID

7159

Gene nametumor protein p53 binding protein 2
Gene Alias53BP2
Cytomap1q41
Gene Typeprotein-coding
GO ID

GO:0006915

UniProtAcc

Q13625


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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
7159TP53BP2LZE4THumanEsophagusESCC5.82e-041.66e-020.0811
7159TP53BP2LZE7THumanEsophagusESCC4.68e-043.69e-010.0667
7159TP53BP2LZE8THumanEsophagusESCC5.53e-03-1.02e-020.067
7159TP53BP2LZE20THumanEsophagusESCC9.75e-033.13e-020.0662
7159TP53BP2LZE22THumanEsophagusESCC1.73e-063.49e-010.068
7159TP53BP2LZE24THumanEsophagusESCC1.59e-174.11e-010.0596
7159TP53BP2P1T-EHumanEsophagusESCC6.25e-105.84e-010.0875
7159TP53BP2P2T-EHumanEsophagusESCC4.45e-305.61e-010.1177
7159TP53BP2P4T-EHumanEsophagusESCC6.83e-102.15e-010.1323
7159TP53BP2P5T-EHumanEsophagusESCC1.66e-132.21e-010.1327
7159TP53BP2P8T-EHumanEsophagusESCC5.07e-173.07e-010.0889
7159TP53BP2P9T-EHumanEsophagusESCC1.28e-102.64e-010.1131
7159TP53BP2P10T-EHumanEsophagusESCC1.76e-172.03e-010.116
7159TP53BP2P11T-EHumanEsophagusESCC2.26e-023.49e-010.1426
7159TP53BP2P12T-EHumanEsophagusESCC3.32e-231.67e-010.1122
7159TP53BP2P15T-EHumanEsophagusESCC1.87e-102.78e-010.1149
7159TP53BP2P16T-EHumanEsophagusESCC1.49e-172.79e-010.1153
7159TP53BP2P17T-EHumanEsophagusESCC1.18e-071.18e-010.1278
7159TP53BP2P20T-EHumanEsophagusESCC7.92e-061.08e-010.1124
7159TP53BP2P21T-EHumanEsophagusESCC7.03e-161.38e-010.1617
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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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
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:0097193111EsophagusESCCintrinsic apoptotic signaling pathway222/8552288/187235.87e-282.02e-25222
GO:0072331111EsophagusESCCsignal transduction by p53 class mediator121/8552163/187239.61e-144.69e-12121
GO:00457865EsophagusESCCnegative regulation of cell cycle236/8552385/187233.62e-109.93e-09236
GO:0072332111EsophagusESCCintrinsic apoptotic signaling pathway by p53 class mediator59/855276/187231.22e-082.42e-0759
GO:0070997111EsophagusESCCneuron death216/8552361/187233.49e-086.45e-07216
GO:1901214111EsophagusESCCregulation of neuron death186/8552319/187233.35e-063.73e-05186
GO:1901216111EsophagusESCCpositive regulation of neuron death65/855297/187231.76e-051.56e-0465
GO:009719312LiverCirrhoticintrinsic apoptotic signaling pathway130/4634288/187232.69e-142.45e-12130
GO:007099712LiverCirrhoticneuron death141/4634361/187239.56e-104.38e-08141
GO:19012147LiverCirrhoticregulation of neuron death122/4634319/187235.17e-081.62e-06122
GO:007233112LiverCirrhoticsignal transduction by p53 class mediator69/4634163/187235.97e-071.30e-0569
GO:00723326LiverCirrhoticintrinsic apoptotic signaling pathway by p53 class mediator38/463476/187231.75e-063.32e-0538
GO:19012167LiverCirrhoticpositive regulation of neuron death41/463497/187231.13e-041.14e-0341
GO:009719322LiverHCCintrinsic apoptotic signaling pathway184/7958288/187231.50e-138.32e-12184
GO:007233122LiverHCCsignal transduction by p53 class mediator108/7958163/187237.14e-102.23e-08108
GO:007099722LiverHCCneuron death202/7958361/187231.44e-072.70e-06202
GO:190121412LiverHCCregulation of neuron death179/7958319/187235.65e-079.01e-06179
GO:007233212LiverHCCintrinsic apoptotic signaling pathway by p53 class mediator51/795876/187231.27e-051.42e-0451
GO:190121612LiverHCCpositive regulation of neuron death62/795897/187231.67e-051.81e-0462
GO:0045786LiverHCCnegative regulation of cell cycle204/7958385/187231.84e-051.99e-04204
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0439018EsophagusESCCHippo signaling pathway92/4205157/84651.46e-023.31e-021.69e-0292
hsa0439019EsophagusESCCHippo signaling pathway92/4205157/84651.46e-023.31e-021.69e-0292
hsa043907LungIACHippo signaling pathway35/1053157/84653.60e-043.45e-032.29e-0335
hsa0439012LungIACHippo signaling pathway35/1053157/84653.60e-043.45e-032.29e-0335
hsa0439022LungAISHippo signaling pathway34/961157/84651.36e-041.63e-031.05e-0334
hsa0439032LungAISHippo signaling pathway34/961157/84651.36e-041.63e-031.05e-0334
hsa0439016Oral cavityOSCCHippo signaling pathway86/3704157/84653.30e-038.24e-034.20e-0386
hsa0439017Oral cavityOSCCHippo signaling pathway86/3704157/84653.30e-038.24e-034.20e-0386
hsa0439025Oral cavityNEOLPHippo signaling pathway35/1112157/84659.91e-044.85e-033.05e-0335
hsa0439035Oral cavityNEOLPHippo signaling pathway35/1112157/84659.91e-044.85e-033.05e-0335
hsa0439010ProstateBPHHippo signaling pathway52/1718157/84659.93e-056.00e-043.71e-0452
hsa0439015ProstateBPHHippo signaling pathway52/1718157/84659.93e-056.00e-043.71e-0452
hsa0439024ProstateTumorHippo signaling pathway54/1791157/84657.52e-055.30e-043.28e-0454
hsa0439034ProstateTumorHippo signaling pathway54/1791157/84657.52e-055.30e-043.28e-0454
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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
TP53BP2SNVMissense_Mutationrs189590424c.2138N>Ap.Ser713Tyrp.S713YQ13625protein_codingtolerated(0.13)probably_damaging(0.996)TCGA-A2-A04Y-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
TP53BP2SNVMissense_Mutationc.747N>Cp.Glu249Aspp.E249DQ13625protein_codingdeleterious(0.05)probably_damaging(0.978)TCGA-A8-A07I-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilCR
TP53BP2SNVMissense_Mutationc.1153N>Gp.Gln385Glup.Q385EQ13625protein_codingtolerated(0.67)probably_damaging(0.93)TCGA-A8-A08R-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TP53BP2SNVMissense_Mutationc.1391C>Tp.Ser464Leup.S464LQ13625protein_codingdeleterious(0.01)probably_damaging(0.991)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
TP53BP2SNVMissense_Mutationnovelc.221G>Ap.Arg74Glnp.R74QQ13625protein_codingtolerated(0.25)benign(0.163)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TP53BP2SNVMissense_Mutationc.3279C>Gp.Ile1093Metp.I1093MQ13625protein_codingdeleterious(0.03)benign(0.229)TCGA-AR-A24N-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TP53BP2SNVMissense_Mutationc.808N>Ap.Asp270Asnp.D270NQ13625protein_codingtolerated(0.16)probably_damaging(0.996)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
TP53BP2SNVMissense_Mutationnovelc.1777N>Tp.Pro593Serp.P593SQ13625protein_codingdeleterious(0.04)probably_damaging(0.996)TCGA-OL-A66I-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
TP53BP2insertionNonsense_Mutationnovelc.858_859insTGGTGAGAAGCTGGGAGGATAAATAAACAAAAATGACTATAAp.Gln286_Asn287insTrpTerGluAlaGlyArgIleAsnLysGlnLysTerLeuTerp.Q286_N287insW*EAGRINKQK*L*Q13625protein_codingTCGA-A7-A0CG-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TP53BP2insertionNonsense_Mutationnovelc.577_578insTCCATTTAATTTCCCCACCCAACTCCTGAACCTTCGAGTAATAACTTTTATp.Glu193delinsValHisLeuIleSerProProAsnSerTerThrPheGluTerTerLeuLeuTerp.E193delinsVHLISPPNS*TFE**LL*Q13625protein_codingTCGA-A8-A07I-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilCR
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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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