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: MCMBP

Gene summary for MCMBP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MCMBP

Gene ID

79892

Gene nameminichromosome maintenance complex binding protein
Gene AliasC10orf119
Cytomap10q26.11
Gene Typeprotein-coding
GO ID

GO:0000819

UniProtAcc

A0A0S2Z5P5


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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
79892MCMBPLZE4THumanEsophagusESCC2.39e-05-9.19e-020.0811
79892MCMBPLZE8THumanEsophagusESCC5.54e-04-1.02e-010.067
79892MCMBPLZE24THumanEsophagusESCC8.94e-091.80e-010.0596
79892MCMBPP1T-EHumanEsophagusESCC1.08e-021.42e-010.0875
79892MCMBPP2T-EHumanEsophagusESCC4.52e-234.06e-010.1177
79892MCMBPP4T-EHumanEsophagusESCC3.94e-115.23e-010.1323
79892MCMBPP5T-EHumanEsophagusESCC1.54e-224.17e-010.1327
79892MCMBPP8T-EHumanEsophagusESCC6.64e-171.52e-010.0889
79892MCMBPP9T-EHumanEsophagusESCC8.91e-071.09e-020.1131
79892MCMBPP10T-EHumanEsophagusESCC1.90e-172.78e-020.116
79892MCMBPP11T-EHumanEsophagusESCC2.48e-094.72e-010.1426
79892MCMBPP12T-EHumanEsophagusESCC9.62e-264.54e-010.1122
79892MCMBPP15T-EHumanEsophagusESCC4.23e-143.03e-010.1149
79892MCMBPP16T-EHumanEsophagusESCC2.27e-193.72e-010.1153
79892MCMBPP17T-EHumanEsophagusESCC1.17e-021.78e-010.1278
79892MCMBPP19T-EHumanEsophagusESCC1.81e-054.25e-010.1662
79892MCMBPP20T-EHumanEsophagusESCC8.55e-132.11e-020.1124
79892MCMBPP21T-EHumanEsophagusESCC1.21e-221.31e-010.1617
79892MCMBPP22T-EHumanEsophagusESCC6.17e-176.04e-020.1236
79892MCMBPP23T-EHumanEsophagusESCC8.28e-204.50e-010.108
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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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗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:00008194EsophagusESCCsister chromatid segregation157/8552202/187238.41e-211.33e-18157
GO:000705911EsophagusESCCchromosome segregation238/8552346/187231.72e-181.82e-16238
GO:00062604EsophagusESCCDNA replication181/8552260/187233.55e-152.05e-13181
GO:00988133EsophagusESCCnuclear chromosome segregation187/8552281/187231.00e-124.36e-11187
GO:00062612EsophagusESCCDNA-dependent DNA replication100/8552151/187232.61e-073.94e-06100
GO:00070627EsophagusESCCsister chromatid cohesion40/855262/187232.14e-039.54e-0340
GO:00008191LiverHCCsister chromatid segregation128/7958202/187231.59e-094.73e-08128
GO:0007059LiverHCCchromosome segregation197/7958346/187233.57e-087.87e-07197
GO:0098813LiverHCCnuclear chromosome segregation157/7958281/187233.82e-064.95e-05157
GO:00062601LiverHCCDNA replication146/7958260/187235.68e-067.02e-05146
GO:00070624LiverHCCsister chromatid cohesion38/795862/187232.18e-031.09e-0238
GO:0006261LiverHCCDNA-dependent DNA replication80/7958151/187235.91e-032.44e-0280
GO:00008193Oral cavityOSCCsister chromatid segregation135/7305202/187238.88e-166.52e-14135
GO:00070592Oral cavityOSCCchromosome segregation206/7305346/187235.82e-153.76e-13206
GO:00062603Oral cavityOSCCDNA replication159/7305260/187233.25e-131.59e-11159
GO:00988132Oral cavityOSCCnuclear chromosome segregation162/7305281/187231.56e-104.56e-09162
GO:00062611Oral cavityOSCCDNA-dependent DNA replication84/7305151/187232.46e-052.30e-0484
GO:00070626Oral cavityOSCCsister chromatid cohesion37/730562/187237.79e-044.23e-0337
GO:000626011Oral cavityLPDNA replication97/4623260/187233.67e-067.75e-0597
GO:00070591Oral cavityLPchromosome segregation117/4623346/187237.61e-059.91e-04117
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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
MCMBPSNVMissense_Mutationnovelc.1880N>Ap.Arg627Lysp.R627KQ9BTE3protein_codingdeleterious(0)possibly_damaging(0.609)TCGA-A7-A6VY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideCR
MCMBPSNVMissense_Mutationc.1034N>Gp.Ser345Cysp.S345CQ9BTE3protein_codingdeleterious(0.02)possibly_damaging(0.747)TCGA-AN-A0AJ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MCMBPSNVMissense_Mutationrs745417954c.1742N>Ap.Arg581Glnp.R581QQ9BTE3protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AO-A0JI-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
MCMBPSNVMissense_Mutationnovelc.736G>Cp.Asp246Hisp.D246HQ9BTE3protein_codingdeleterious(0.02)benign(0.201)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MCMBPinsertionNonsense_Mutationnovelc.618_619insCTAAGTCCATCATGACAGAAp.Glu207LeufsTer5p.E207Lfs*5Q9BTE3protein_codingTCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MCMBPdeletionFrame_Shift_Delnovelc.1913delAp.Asn638MetfsTer21p.N638Mfs*21Q9BTE3protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
MCMBPSNVMissense_Mutationnovelc.788N>Tp.Ser263Phep.S263FQ9BTE3protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
MCMBPSNVMissense_Mutationc.160N>Ap.Glu54Lysp.E54KQ9BTE3protein_codingdeleterious(0.02)benign(0.041)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
MCMBPSNVMissense_Mutationc.1526C>Tp.Ser509Leup.S509LQ9BTE3protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
MCMBPSNVMissense_Mutationnovelc.653C>Ap.Ser218Tyrp.S218YQ9BTE3protein_codingtolerated(0.07)benign(0.034)TCGA-AZ-4315-01Colorectumcolon 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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