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: MUS81

Gene summary for MUS81

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MUS81

Gene ID

80198

Gene nameMUS81 structure-specific endonuclease subunit
Gene AliasSLX3
Cytomap11q13.1
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q53ES5


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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
80198MUS81LZE20THumanEsophagusESCC3.82e-062.38e-010.0662
80198MUS81LZE24THumanEsophagusESCC1.86e-144.59e-010.0596
80198MUS81P1T-EHumanEsophagusESCC2.49e-053.61e-010.0875
80198MUS81P2T-EHumanEsophagusESCC1.42e-173.20e-010.1177
80198MUS81P4T-EHumanEsophagusESCC6.85e-215.31e-010.1323
80198MUS81P5T-EHumanEsophagusESCC3.47e-133.66e-010.1327
80198MUS81P8T-EHumanEsophagusESCC3.96e-152.61e-010.0889
80198MUS81P9T-EHumanEsophagusESCC2.53e-061.61e-010.1131
80198MUS81P10T-EHumanEsophagusESCC4.37e-132.08e-010.116
80198MUS81P11T-EHumanEsophagusESCC2.09e-074.85e-010.1426
80198MUS81P12T-EHumanEsophagusESCC1.03e-113.43e-010.1122
80198MUS81P15T-EHumanEsophagusESCC1.11e-143.85e-010.1149
80198MUS81P16T-EHumanEsophagusESCC6.23e-184.36e-010.1153
80198MUS81P17T-EHumanEsophagusESCC3.06e-053.33e-010.1278
80198MUS81P20T-EHumanEsophagusESCC3.86e-092.26e-010.1124
80198MUS81P21T-EHumanEsophagusESCC8.66e-182.32e-010.1617
80198MUS81P22T-EHumanEsophagusESCC2.79e-121.44e-010.1236
80198MUS81P23T-EHumanEsophagusESCC1.92e-205.17e-010.108
80198MUS81P24T-EHumanEsophagusESCC8.59e-112.58e-010.1287
80198MUS81P26T-EHumanEsophagusESCC4.14e-112.04e-010.1276
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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
∗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:000705911EsophagusESCCchromosome segregation238/8552346/187231.72e-181.82e-16238
GO:0034655110EsophagusESCCnucleobase-containing compound catabolic process272/8552407/187232.92e-182.90e-16272
GO:000734615EsophagusESCCregulation of mitotic cell cycle293/8552457/187238.00e-165.64e-14293
GO:004670018EsophagusESCCheterocycle catabolic process286/8552445/187231.12e-157.47e-14286
GO:004427019EsophagusESCCcellular nitrogen compound catabolic process288/8552451/187233.03e-151.79e-13288
GO:001943918EsophagusESCCaromatic compound catabolic process295/8552467/187231.09e-145.98e-13295
GO:190136118EsophagusESCCorganic cyclic compound catabolic process307/8552495/187239.99e-144.80e-12307
GO:00482853EsophagusESCCorganelle fission301/8552488/187234.64e-132.12e-11301
GO:00988133EsophagusESCCnuclear chromosome segregation187/8552281/187231.00e-124.36e-11187
GO:00002802EsophagusESCCnuclear division270/8552439/187231.17e-114.24e-10270
GO:190198713EsophagusESCCregulation of cell cycle phase transition242/8552390/187233.86e-111.26e-09242
GO:00457865EsophagusESCCnegative regulation of cell cycle236/8552385/187233.62e-109.93e-09236
GO:00000754EsophagusESCCcell cycle checkpoint117/8552169/187234.47e-101.17e-08117
GO:004277014EsophagusESCCsignal transduction in response to DNA damage117/8552172/187232.38e-095.32e-08117
GO:00070934EsophagusESCCmitotic cell cycle checkpoint90/8552129/187232.49e-084.69e-0790
GO:00903053EsophagusESCCnucleic acid phosphodiester bond hydrolysis163/8552261/187233.07e-085.73e-07163
GO:00109484EsophagusESCCnegative regulation of cell cycle process177/8552294/187233.26e-074.59e-06177
GO:00315705EsophagusESCCDNA integrity checkpoint83/8552123/187238.17e-071.06e-0583
GO:00000775EsophagusESCCDNA damage checkpoint78/8552115/187231.27e-061.56e-0578
GO:19019883EsophagusESCCnegative regulation of cell cycle phase transition151/8552249/187231.28e-061.57e-05151
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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
MUS81SNVMissense_Mutationnovelc.1247C>Tp.Thr416Metp.T416MQ96NY9protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AC-A2FO-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapychemoCR
MUS81SNVMissense_Mutationrs753119410c.1348N>Tp.Leu450Phep.L450FQ96NY9protein_codingtolerated(0.18)benign(0.05)TCGA-AC-A2QI-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycytoxanCR
MUS81SNVMissense_Mutationc.1187N>Tp.Gly396Valp.G396VQ96NY9protein_codingdeleterious(0)probably_damaging(0.973)TCGA-E2-A1BC-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
MUS81SNVMissense_Mutationrs753119410c.1348C>Tp.Leu450Phep.L450FQ96NY9protein_codingtolerated(0.18)benign(0.05)TCGA-GM-A3NY-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
MUS81SNVMissense_Mutationrs754849594c.1201N>Tp.Arg401Cysp.R401CQ96NY9protein_codingdeleterious(0.01)possibly_damaging(0.891)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MUS81SNVMissense_Mutationrs753816989c.463C>Tp.His155Tyrp.H155YQ96NY9protein_codingtolerated(1)benign(0.055)TCGA-JW-A5VI-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapytopotecanPD
MUS81SNVMissense_Mutationc.1417N>Ap.Glu473Lysp.E473KQ96NY9protein_codingdeleterious(0)benign(0.407)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MUS81SNVMissense_Mutationrs768086876c.1448N>Ap.Arg483Hisp.R483HQ96NY9protein_codingtolerated(0.28)benign(0)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
MUS81SNVMissense_Mutationnovelc.1282N>Ap.Leu428Ilep.L428IQ96NY9protein_codingdeleterious(0.04)possibly_damaging(0.712)TCGA-AA-3877-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MUS81SNVMissense_Mutationrs768086876c.1448N>Ap.Arg483Hisp.R483HQ96NY9protein_codingtolerated(0.28)benign(0)TCGA-AY-6197-01Colorectumcolon 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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