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: MUTYH

Gene summary for MUTYH

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MUTYH

Gene ID

4595

Gene namemutY DNA glycosylase
Gene AliasMYH
Cytomap1p34.1
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

E5KP27


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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
4595MUTYHLZE2THumanEsophagusESCC4.73e-032.93e-010.082
4595MUTYHLZE7THumanEsophagusESCC3.98e-062.34e-010.0667
4595MUTYHLZE8THumanEsophagusESCC2.72e-031.41e-010.067
4595MUTYHLZE20THumanEsophagusESCC4.98e-021.04e-010.0662
4595MUTYHLZE21D1HumanEsophagusHGIN4.41e-043.15e-010.0632
4595MUTYHLZE22D1HumanEsophagusHGIN8.03e-041.67e-010.0595
4595MUTYHLZE24THumanEsophagusESCC2.42e-133.09e-010.0596
4595MUTYHLZE21THumanEsophagusESCC8.02e-042.15e-010.0655
4595MUTYHLZE6THumanEsophagusESCC3.01e-062.21e-010.0845
4595MUTYHP1T-EHumanEsophagusESCC2.97e-021.50e-010.0875
4595MUTYHP2T-EHumanEsophagusESCC3.36e-153.43e-010.1177
4595MUTYHP4T-EHumanEsophagusESCC6.14e-112.52e-010.1323
4595MUTYHP5T-EHumanEsophagusESCC2.73e-082.19e-010.1327
4595MUTYHP8T-EHumanEsophagusESCC7.13e-061.51e-010.0889
4595MUTYHP10T-EHumanEsophagusESCC8.32e-102.61e-010.116
4595MUTYHP11T-EHumanEsophagusESCC6.08e-061.93e-010.1426
4595MUTYHP12T-EHumanEsophagusESCC7.04e-091.79e-010.1122
4595MUTYHP15T-EHumanEsophagusESCC3.34e-061.66e-010.1149
4595MUTYHP16T-EHumanEsophagusESCC9.00e-081.61e-010.1153
4595MUTYHP17T-EHumanEsophagusESCC8.50e-052.54e-010.1278
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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
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:0006285EsophagusHGINbase-excision repair, AP site formation6/258712/187233.03e-032.88e-026
GO:00062843EsophagusESCCbase-excision repair33/855243/187233.25e-052.69e-0433
GO:0006304EsophagusESCCDNA modification68/8552120/187239.95e-033.42e-0268
GO:00062842Oral cavityOSCCbase-excision repair28/730543/187234.71e-042.79e-0328
GO:00062841Oral cavityLPbase-excision repair19/462343/187234.04e-032.61e-0219
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa034104EsophagusESCCBase excision repair38/420544/84653.59e-072.62e-061.34e-0638
hsa0341011EsophagusESCCBase excision repair38/420544/84653.59e-072.62e-061.34e-0638
hsa03410Oral cavityOSCCBase excision repair32/370444/84659.11e-053.25e-041.65e-0432
hsa034101Oral cavityOSCCBase excision repair32/370444/84659.11e-053.25e-041.65e-0432
hsa034102Oral cavityLPBase excision repair23/241844/84657.66e-043.75e-032.42e-0323
hsa034103Oral cavityLPBase excision repair23/241844/84657.66e-043.75e-032.42e-0323
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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
MUTYHSNVMissense_Mutationc.125N>Tp.Asn42Ilep.N42IQ9UIF7protein_codingdeleterious_low_confidence(0.02)benign(0.006)TCGA-A8-A0A1-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
MUTYHSNVMissense_Mutationc.921G>Cp.Gln307Hisp.Q307HQ9UIF7protein_codingtolerated(0.19)benign(0.01)TCGA-B6-A0RS-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
MUTYHSNVMissense_Mutationnovelc.142N>Tp.Pro48Serp.P48SQ9UIF7protein_codingtolerated_low_confidence(0.1)benign(0.003)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
MUTYHinsertionFrame_Shift_Insnovelc.376_377insACAAp.Ala126AspfsTer125p.A126Dfs*125Q9UIF7protein_codingTCGA-AO-A0J9-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
MUTYHinsertionNonsense_Mutationnovelc.375_376insTTTAGGTGGAGGAGAGAGGAGTCAGATTTGCATTTTTAGp.Tyr125_Ala126insPheArgTrpArgArgGluGluSerAspLeuHisPheTerp.Y125_A126insFRWRREESDLHF*Q9UIF7protein_codingTCGA-AO-A0J9-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
MUTYHSNVMissense_Mutationrs759822330c.910N>Tp.Arg304Trpp.R304WQ9UIF7protein_codingtolerated(0.07)benign(0.061)TCGA-C5-A1M5-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
MUTYHSNVMissense_Mutationrs781163298c.247C>Gp.Leu83Valp.L83VQ9UIF7protein_codingtolerated(0.16)benign(0)TCGA-IR-A3LL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MUTYHSNVMissense_Mutationrs587782165c.442G>Ap.Gly148Argp.G148RQ9UIF7protein_codingtolerated(1)benign(0)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
MUTYHSNVMissense_Mutationrs587780746c.304G>Ap.Asp102Asnp.D102NQ9UIF7protein_codingdeleterious(0.03)benign(0.105)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
MUTYHSNVMissense_Mutationc.805C>Ap.Pro269Thrp.P269TQ9UIF7protein_codingdeleterious(0.03)benign(0.036)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
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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
4595MUTYHDNA REPAIR, CLINICALLY ACTIONABLE, ENZYMEcyclophosphamideCYCLOPHOSPHAMIDE24533712
4595MUTYHDNA REPAIR, CLINICALLY ACTIONABLE, ENZYMEcisplatinCISPLATIN24533712
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