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: MAU2

Gene summary for MAU2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MAU2

Gene ID

23383

Gene nameMAU2 sister chromatid cohesion factor
Gene AliasKIAA0892
Cytomap19p13.11
Gene Typeprotein-coding
GO ID

GO:0000070

UniProtAcc

Q9Y6X3


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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
23383MAU2LZE4THumanEsophagusESCC4.59e-021.57e-010.0811
23383MAU2LZE5THumanEsophagusESCC1.83e-022.15e-010.0514
23383MAU2LZE7THumanEsophagusESCC1.59e-053.02e-010.0667
23383MAU2LZE20THumanEsophagusESCC6.42e-031.43e-010.0662
23383MAU2LZE24THumanEsophagusESCC4.71e-102.39e-010.0596
23383MAU2P1T-EHumanEsophagusESCC4.40e-072.83e-010.0875
23383MAU2P2T-EHumanEsophagusESCC3.71e-181.68e-010.1177
23383MAU2P4T-EHumanEsophagusESCC9.67e-131.83e-010.1323
23383MAU2P5T-EHumanEsophagusESCC1.09e-046.82e-020.1327
23383MAU2P8T-EHumanEsophagusESCC2.59e-123.23e-010.0889
23383MAU2P9T-EHumanEsophagusESCC3.43e-091.63e-010.1131
23383MAU2P10T-EHumanEsophagusESCC3.00e-203.63e-010.116
23383MAU2P11T-EHumanEsophagusESCC4.87e-092.84e-010.1426
23383MAU2P12T-EHumanEsophagusESCC1.35e-112.34e-010.1122
23383MAU2P15T-EHumanEsophagusESCC1.79e-122.19e-010.1149
23383MAU2P16T-EHumanEsophagusESCC4.65e-101.83e-010.1153
23383MAU2P17T-EHumanEsophagusESCC1.46e-062.04e-010.1278
23383MAU2P20T-EHumanEsophagusESCC1.03e-091.97e-010.1124
23383MAU2P21T-EHumanEsophagusESCC9.77e-151.86e-010.1617
23383MAU2P22T-EHumanEsophagusESCC1.82e-071.21e-010.1236
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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
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:014001414EsophagusESCCmitotic nuclear division218/8552287/187236.17e-261.78e-23218
GO:000007011EsophagusESCCmitotic sister chromatid segregation138/8552168/187231.37e-222.63e-20138
GO:00008194EsophagusESCCsister chromatid segregation157/8552202/187238.41e-211.33e-18157
GO:000705911EsophagusESCCchromosome segregation238/8552346/187231.72e-181.82e-16238
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:003450211EsophagusESCCprotein localization to chromosome70/855292/187232.54e-095.64e-0870
GO:00070648EsophagusESCCmitotic sister chromatid cohesion23/855228/187238.23e-056.01e-0423
GO:00340867EsophagusESCCmaintenance of sister chromatid cohesion11/855212/187231.26e-036.06e-0311
GO:00340887EsophagusESCCmaintenance of mitotic sister chromatid cohesion11/855212/187231.26e-036.06e-0311
GO:00070627EsophagusESCCsister chromatid cohesion40/855262/187232.14e-039.54e-0340
GO:0071168EsophagusESCCprotein localization to chromatin21/855231/187231.10e-023.70e-0221
GO:014001411LiverHCCmitotic nuclear division174/7958287/187233.74e-101.23e-08174
GO:0000070LiverHCCmitotic sister chromatid segregation110/7958168/187231.42e-094.25e-08110
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:0048285LiverHCCorganelle fission254/7958488/187231.07e-051.23e-04254
GO:00345021LiverHCCprotein localization to chromosome55/795892/187236.12e-043.82e-0355
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0411023EsophagusESCCCell cycle126/4205157/84651.34e-155.60e-142.87e-14126
hsa0411033EsophagusESCCCell cycle126/4205157/84651.34e-155.60e-142.87e-14126
hsa041102LiverHCCCell cycle106/4020157/84652.54e-073.04e-061.69e-06106
hsa041103LiverHCCCell cycle106/4020157/84652.54e-073.04e-061.69e-06106
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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
MAU2insertionFrame_Shift_Insnovelc.1286_1287insCCp.Glu429AspfsTer59p.E429Dfs*59Q9Y6X3protein_codingTCGA-BH-A0E2-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
MAU2insertionFrame_Shift_Insnovelc.1287_1288insGCATATGCCTTGATGGCAGTp.Gly430AlafsTer64p.G430Afs*64Q9Y6X3protein_codingTCGA-BH-A0E2-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
MAU2SNVMissense_Mutationc.1758N>Ap.Asn586Lysp.N586KQ9Y6X3protein_codingtolerated(0.68)benign(0.022)TCGA-C5-A7UE-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
MAU2SNVMissense_Mutationc.1585G>Ap.Ala529Thrp.A529TQ9Y6X3protein_codingdeleterious(0)probably_damaging(0.955)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
MAU2SNVMissense_Mutationc.252G>Tp.Gln84Hisp.Q84HQ9Y6X3protein_codingtolerated(0.38)benign(0.013)TCGA-AA-A01P-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
MAU2SNVMissense_Mutationnovelc.389N>Cp.Leu130Prop.L130PQ9Y6X3protein_codingdeleterious(0)probably_damaging(1)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
MAU2SNVMissense_Mutationrs753815220c.1420N>Tp.Arg474Cysp.R474CQ9Y6X3protein_codingdeleterious(0)probably_damaging(0.973)TCGA-G4-6628-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
MAU2SNVMissense_Mutationc.1726C>Tp.His576Tyrp.H576YQ9Y6X3protein_codingtolerated(0.09)benign(0.244)TCGA-NH-A50V-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyfluorouracilCR
MAU2SNVMissense_Mutationrs748054579c.1211C>Tp.Thr404Metp.T404MQ9Y6X3protein_codingtolerated(0.09)possibly_damaging(0.671)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
MAU2SNVMissense_Mutationnovelc.1104G>Tp.Gln368Hisp.Q368HQ9Y6X3protein_codingtolerated(0.65)benign(0.003)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
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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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