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: TP53BP1

Gene summary for TP53BP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TP53BP1

Gene ID

7158

Gene nametumor protein p53 binding protein 1
Gene Alias53BP1
Cytomap15q15.3
Gene Typeprotein-coding
GO ID

GO:0000018

UniProtAcc

Q12888


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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
7158TP53BP1LZE4THumanEsophagusESCC4.95e-144.92e-010.0811
7158TP53BP1LZE7THumanEsophagusESCC5.15e-063.92e-010.0667
7158TP53BP1LZE8THumanEsophagusESCC2.71e-041.40e-010.067
7158TP53BP1LZE24THumanEsophagusESCC4.58e-132.20e-010.0596
7158TP53BP1LZE21THumanEsophagusESCC7.72e-052.15e-010.0655
7158TP53BP1P1T-EHumanEsophagusESCC1.38e-104.71e-010.0875
7158TP53BP1P2T-EHumanEsophagusESCC3.65e-173.11e-010.1177
7158TP53BP1P4T-EHumanEsophagusESCC1.58e-184.10e-010.1323
7158TP53BP1P5T-EHumanEsophagusESCC4.30e-161.74e-010.1327
7158TP53BP1P8T-EHumanEsophagusESCC1.36e-345.13e-010.0889
7158TP53BP1P9T-EHumanEsophagusESCC1.55e-174.19e-010.1131
7158TP53BP1P10T-EHumanEsophagusESCC7.04e-325.69e-010.116
7158TP53BP1P11T-EHumanEsophagusESCC1.41e-123.63e-010.1426
7158TP53BP1P12T-EHumanEsophagusESCC2.28e-214.23e-010.1122
7158TP53BP1P15T-EHumanEsophagusESCC3.11e-266.23e-010.1149
7158TP53BP1P16T-EHumanEsophagusESCC1.01e-264.64e-010.1153
7158TP53BP1P17T-EHumanEsophagusESCC1.63e-062.46e-010.1278
7158TP53BP1P19T-EHumanEsophagusESCC2.47e-033.66e-010.1662
7158TP53BP1P20T-EHumanEsophagusESCC2.87e-061.82e-010.1124
7158TP53BP1P21T-EHumanEsophagusESCC1.75e-112.15e-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
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:00164453ThyroidPTCsomatic diversification of immunoglobulins31/596867/187239.51e-033.91e-0231
GO:00164473ThyroidPTCsomatic recombination of immunoglobulin gene segments27/596857/187231.04e-024.18e-0227
GO:000238113ThyroidPTCimmunoglobulin production involved in immunoglobulin-mediated immune response32/596870/187231.05e-024.23e-0232
GO:007148114ThyroidPTCcellular response to X-ray9/596814/187231.27e-024.92e-029
GO:005105219ThyroidATCregulation of DNA metabolic process183/6293359/187235.97e-122.30e-10183
GO:200102026ThyroidATCregulation of response to DNA damage stimulus121/6293219/187233.22e-111.08e-09121
GO:007121427ThyroidATCcellular response to abiotic stimulus169/6293331/187233.24e-111.08e-09169
GO:010400427ThyroidATCcellular response to environmental stimulus169/6293331/187233.24e-111.08e-09169
GO:190198715ThyroidATCregulation of cell cycle phase transition187/6293390/187232.36e-095.61e-08187
GO:007147825ThyroidATCcellular response to radiation101/6293186/187234.67e-091.04e-07101
GO:0051054110ThyroidATCpositive regulation of DNA metabolic process107/6293201/187237.10e-091.54e-07107
GO:000931426ThyroidATCresponse to radiation210/6293456/187231.69e-083.39e-07210
GO:004578614ThyroidATCnegative regulation of cell cycle181/6293385/187232.64e-085.07e-07181
GO:0010212110ThyroidATCresponse to ionizing radiation82/6293148/187233.88e-087.15e-0782
GO:007147927ThyroidATCcellular response to ionizing radiation46/629372/187231.41e-072.30e-0646
GO:004277016ThyroidATCsignal transduction in response to DNA damage90/6293172/187233.01e-074.52e-0690
GO:000628211ThyroidATCregulation of DNA repair68/6293130/187238.19e-068.27e-0568
GO:000007513ThyroidATCcell cycle checkpoint84/6293169/187231.05e-051.04e-0484
GO:001094813ThyroidATCnegative regulation of cell cycle process134/6293294/187231.19e-051.15e-04134
GO:190198813ThyroidATCnegative regulation of cell cycle phase transition116/6293249/187231.33e-051.27e-04116
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0462122EsophagusESCCNOD-like receptor signaling pathway116/4205186/84652.90e-041.03e-035.30e-04116
hsa0462132EsophagusESCCNOD-like receptor signaling pathway116/4205186/84652.90e-041.03e-035.30e-04116
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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
TP53BP1SNVMissense_Mutationrs368299457c.2522N>Ap.Pro841Hisp.P841HQ12888protein_codingdeleterious_low_confidence(0.04)possibly_damaging(0.808)TCGA-A2-A3XT-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamidePR
TP53BP1SNVMissense_Mutationnovelc.631N>Tp.Arg211Trpp.R211WQ12888protein_codingdeleterious(0.01)possibly_damaging(0.634)TCGA-A2-A4S1-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TP53BP1SNVMissense_Mutationc.3498G>Cp.Leu1166Phep.L1166FQ12888protein_codingtolerated(0.18)possibly_damaging(0.624)TCGA-A8-A095-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
TP53BP1SNVMissense_Mutationrs45443496c.1957A>Gp.Met653Valp.M653VQ12888protein_codingtolerated(0.13)benign(0.003)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TP53BP1SNVMissense_Mutationc.5009C>Tp.Ser1670Leup.S1670LQ12888protein_codingdeleterious(0)benign(0.053)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
TP53BP1SNVMissense_Mutationc.4732G>Cp.Glu1578Glnp.E1578QQ12888protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
TP53BP1SNVMissense_Mutationc.2200C>Gp.Gln734Glup.Q734EQ12888protein_codingtolerated_low_confidence(0.18)benign(0.047)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
TP53BP1SNVMissense_Mutationc.5363N>Cp.Gly1788Alap.G1788AQ12888protein_codingdeleterious(0)probably_damaging(0.979)TCGA-AC-A2B8-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapychemoPD
TP53BP1SNVMissense_Mutationc.5018G>Tp.Arg1673Ilep.R1673IQ12888protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TP53BP1SNVMissense_Mutationc.4865N>Gp.Ile1622Serp.I1622SQ12888protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AO-A03O-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinSD
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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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