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: TOPBP1

Gene summary for TOPBP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TOPBP1

Gene ID

11073

Gene nameDNA topoisomerase II binding protein 1
Gene AliasDpb11
Cytomap3q22.1
Gene Typeprotein-coding
GO ID

GO:0000075

UniProtAcc

A0AV47


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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
11073TOPBP1CA_HPV_3HumanCervixCC3.17e-025.37e-020.0414
11073TOPBP1CCI_1HumanCervixCC9.43e-035.64e-010.528
11073TOPBP1CCI_2HumanCervixCC1.10e-089.96e-010.5249
11073TOPBP1CCI_3HumanCervixCC5.29e-127.92e-010.516
11073TOPBP1sample3HumanCervixCC2.35e-022.18e-010.1387
11073TOPBP1T3HumanCervixCC1.78e-062.05e-010.1389
11073TOPBP1LZE2THumanEsophagusESCC7.88e-121.35e+000.082
11073TOPBP1LZE4THumanEsophagusESCC1.01e-083.27e-010.0811
11073TOPBP1LZE5THumanEsophagusESCC5.63e-043.54e-010.0514
11073TOPBP1LZE7THumanEsophagusESCC9.73e-044.71e-010.0667
11073TOPBP1LZE20THumanEsophagusESCC5.07e-041.29e-010.0662
11073TOPBP1LZE22THumanEsophagusESCC9.71e-064.30e-010.068
11073TOPBP1LZE24THumanEsophagusESCC4.67e-184.99e-010.0596
11073TOPBP1P1T-EHumanEsophagusESCC2.10e-044.44e-010.0875
11073TOPBP1P2T-EHumanEsophagusESCC6.83e-731.36e+000.1177
11073TOPBP1P4T-EHumanEsophagusESCC6.62e-297.72e-010.1323
11073TOPBP1P5T-EHumanEsophagusESCC2.18e-214.57e-010.1327
11073TOPBP1P8T-EHumanEsophagusESCC1.95e-295.72e-010.0889
11073TOPBP1P9T-EHumanEsophagusESCC3.08e-113.03e-010.1131
11073TOPBP1P10T-EHumanEsophagusESCC5.57e-397.65e-010.116
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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:00447725CervixCCmitotic cell cycle phase transition89/2311424/187232.70e-071.12e-0589
GO:00073466CervixCCregulation of mitotic cell cycle88/2311457/187231.26e-052.60e-0488
GO:19019903CervixCCregulation of mitotic cell cycle phase transition63/2311299/187231.27e-052.60e-0463
GO:00093149CervixCCresponse to radiation86/2311456/187233.50e-055.63e-0486
GO:19019873CervixCCregulation of cell cycle phase transition74/2311390/187239.80e-051.27e-0374
GO:00102126CervixCCresponse to ionizing radiation34/2311148/187232.23e-042.53e-0334
GO:00448392CervixCCcell cycle G2/M phase transition31/2311148/187232.07e-031.51e-0231
GO:00457862CervixCCnegative regulation of cell cycle67/2311385/187232.21e-031.59e-0267
GO:00000862CervixCCG2/M transition of mitotic cell cycle29/2311137/187232.40e-031.70e-0229
GO:00062602CervixCCDNA replication48/2311260/187232.70e-031.85e-0248
GO:00459302CervixCCnegative regulation of mitotic cell cycle44/2311235/187233.02e-031.99e-0244
GO:00427705CervixCCsignal transduction in response to DNA damage34/2311172/187233.52e-032.27e-0234
GO:19019912CervixCCnegative regulation of mitotic cell cycle phase transition35/2311179/187233.73e-032.38e-0235
GO:00109482CervixCCnegative regulation of cell cycle process51/2311294/187237.35e-033.94e-0251
GO:004477216EsophagusESCCmitotic cell cycle phase transition281/8552424/187234.63e-184.45e-16281
GO:000734615EsophagusESCCregulation of mitotic cell cycle293/8552457/187238.00e-165.64e-14293
GO:00062604EsophagusESCCDNA replication181/8552260/187233.55e-152.05e-13181
GO:001021217EsophagusESCCresponse to ionizing radiation110/8552148/187231.11e-124.78e-11110
GO:190198713EsophagusESCCregulation of cell cycle phase transition242/8552390/187233.86e-111.26e-09242
GO:000931419EsophagusESCCresponse to radiation277/8552456/187234.42e-111.43e-09277
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
TOPBP1SNVMissense_Mutationc.4048N>Cp.Glu1350Glnp.E1350QQ92547protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
TOPBP1SNVMissense_Mutationc.1984N>Cp.Glu662Glnp.E662QQ92547protein_codingdeleterious(0)benign(0.08)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
TOPBP1SNVMissense_Mutationrs768252230c.2099N>Ap.Arg700Hisp.R700HQ92547protein_codingdeleterious(0)possibly_damaging(0.56)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TOPBP1SNVMissense_Mutationrs74738463c.82N>Ap.Glu28Lysp.E28KQ92547protein_codingdeleterious(0.02)benign(0.031)TCGA-BH-A0BL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
TOPBP1SNVMissense_Mutationc.3781C>Tp.His1261Tyrp.H1261YQ92547protein_codingtolerated(0.36)benign(0.377)TCGA-BH-A0DX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
TOPBP1SNVMissense_Mutationc.674N>Gp.His225Argp.H225RQ92547protein_codingdeleterious(0)possibly_damaging(0.84)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TOPBP1SNVMissense_Mutationc.3421N>Cp.Glu1141Glnp.E1141QQ92547protein_codingtolerated(0.09)possibly_damaging(0.898)TCGA-BH-A18K-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
TOPBP1SNVMissense_Mutationc.2351A>Gp.Asn784Serp.N784SQ92547protein_codingdeleterious(0.04)possibly_damaging(0.541)TCGA-BH-A1FU-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
TOPBP1SNVMissense_Mutationnovelc.2183N>Ap.Gly728Glup.G728EQ92547protein_codingdeleterious(0)probably_damaging(0.999)TCGA-BH-A5IZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
TOPBP1SNVMissense_Mutationc.778C>Ap.His260Asnp.H260NQ92547protein_codingdeleterious(0)probably_damaging(0.99)TCGA-C8-A1HM-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinCR
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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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