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: MYSM1

Gene summary for MYSM1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MYSM1

Gene ID

114803

Gene nameMyb like, SWIRM and MPN domains 1
Gene Alias2A-DUB
Cytomap1p32.1
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

Q5VVJ2


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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
114803MYSM1HTA11_3410_2000001011HumanColorectumAD4.91e-11-5.39e-010.0155
114803MYSM1HTA11_2487_2000001011HumanColorectumSER7.13e-04-4.64e-01-0.1808
114803MYSM1HTA11_78_2000001011HumanColorectumAD1.04e-02-3.56e-01-0.1088
114803MYSM1HTA11_3361_2000001011HumanColorectumAD5.22e-06-6.01e-01-0.1207
114803MYSM1HTA11_83_2000001011HumanColorectumSER3.65e-02-5.11e-01-0.1526
114803MYSM1HTA11_696_2000001011HumanColorectumAD1.54e-14-4.90e-01-0.1464
114803MYSM1HTA11_866_2000001011HumanColorectumAD3.98e-13-4.75e-01-0.1001
114803MYSM1HTA11_866_3004761011HumanColorectumAD5.92e-07-4.94e-010.096
114803MYSM1HTA11_10711_2000001011HumanColorectumAD2.35e-04-4.95e-010.0338
114803MYSM1HTA11_7696_3000711011HumanColorectumAD8.39e-16-5.11e-010.0674
114803MYSM1HTA11_99999970781_79442HumanColorectumMSS3.63e-02-2.28e-010.294
114803MYSM1HTA11_99999971662_82457HumanColorectumMSS1.15e-10-4.16e-010.3859
114803MYSM1HTA11_99999974143_84620HumanColorectumMSS4.01e-25-5.92e-010.3005
114803MYSM1A002-C-010HumanColorectumFAP6.06e-07-2.53e-010.242
114803MYSM1A001-C-207HumanColorectumFAP2.90e-02-2.77e-010.1278
114803MYSM1A015-C-203HumanColorectumFAP2.83e-26-3.85e-01-0.1294
114803MYSM1A015-C-204HumanColorectumFAP1.28e-04-2.05e-01-0.0228
114803MYSM1A014-C-040HumanColorectumFAP3.34e-03-4.09e-01-0.1184
114803MYSM1A002-C-201HumanColorectumFAP9.14e-11-3.20e-010.0324
114803MYSM1A002-C-203HumanColorectumFAP4.39e-09-2.66e-010.2786
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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:0006325ColorectumADchromatin organization119/3918409/187234.85e-058.33e-04119
GO:1903706ColorectumADregulation of hemopoiesis99/3918367/187233.08e-032.28e-0299
GO:0006338ColorectumADchromatin remodeling70/3918255/187237.44e-034.53e-0270
GO:00063251ColorectumSERchromatin organization89/2897409/187234.15e-046.17e-0389
GO:00063252ColorectumMSSchromatin organization107/3467409/187237.22e-051.21e-03107
GO:0016570ColorectumMSShistone modification113/3467463/187238.37e-048.68e-03113
GO:19037061ColorectumMSSregulation of hemopoiesis89/3467367/187233.39e-032.56e-0289
GO:00165701ColorectumFAPhistone modification94/2622463/187231.06e-041.76e-0394
GO:00063253ColorectumFAPchromatin organization84/2622409/187231.62e-042.47e-0384
GO:19037063ColorectumFAPregulation of hemopoiesis69/2622367/187236.01e-033.78e-0269
GO:00063254ColorectumCRCchromatin organization74/2078409/187231.48e-054.61e-0474
GO:00165702ColorectumCRChistone modification75/2078463/187234.95e-047.06e-0375
GO:001657015EsophagusESCChistone modification323/8552463/187232.61e-267.88e-24323
GO:000632517EsophagusESCCchromatin organization240/8552409/187236.52e-081.14e-06240
GO:007064612EsophagusESCCprotein modification by small protein removal95/8552157/187231.25e-048.56e-0495
GO:1903706110EsophagusESCCregulation of hemopoiesis201/8552367/187232.60e-041.58e-03201
GO:00165783EsophagusESCChistone deubiquitination18/855223/187231.50e-037.06e-0318
GO:00355203EsophagusESCCmonoubiquitinated protein deubiquitination9/855210/187235.09e-031.92e-029
GO:00165793EsophagusESCCprotein deubiquitination79/8552139/187235.23e-031.97e-0279
GO:00165703LiverNAFLDhistone modification90/1882463/187235.74e-101.28e-0790
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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
MYSM1SNVMissense_Mutationrs770341254c.413G>Ap.Arg138Glnp.R138QQ5VVJ2protein_codingdeleterious(0.03)possibly_damaging(0.763)TCGA-BH-A1F0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
MYSM1SNVMissense_Mutationnovelc.2269A>Gp.Ser757Glyp.S757GQ5VVJ2protein_codingtolerated(0.56)benign(0.023)TCGA-E2-A573-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
MYSM1SNVMissense_Mutationnovelc.2227G>Ap.Glu743Lysp.E743KQ5VVJ2protein_codingtolerated(0.27)benign(0.23)TCGA-PE-A5DE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
MYSM1insertionIn_Frame_Insnovelc.2033_2034insCTCTCTGTCACCTCCCGGTTTAGGGTTAACAATGACp.Ser678_Tyr679insSerLeuSerProProGlyLeuGlyLeuThrMetThrp.S678_Y679insSLSPPGLGLTMTQ5VVJ2protein_codingTCGA-AN-A04A-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
MYSM1insertionFrame_Shift_Insnovelc.519_520insTCTTTTCTATATATTATCAAACTGCTCTTTGTATTTAAAGATTCp.Glu174SerfsTer43p.E174Sfs*43Q5VVJ2protein_codingTCGA-AO-A0JD-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
MYSM1SNVMissense_Mutationc.979N>Cp.Asp327Hisp.D327HQ5VVJ2protein_codingtolerated(0.12)benign(0)TCGA-C5-A1BK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MYSM1SNVMissense_Mutationc.31G>Ap.Glu11Lysp.E11KQ5VVJ2protein_codingdeleterious(0)probably_damaging(0.959)TCGA-EK-A2PG-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
MYSM1insertionFrame_Shift_Insnovelc.1600dupAp.Arg534LysfsTer11p.R534Kfs*11Q5VVJ2protein_codingTCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MYSM1SNVMissense_Mutationnovelc.1688C>Ap.Pro563Hisp.P563HQ5VVJ2protein_codingdeleterious(0)probably_damaging(0.909)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MYSM1SNVMissense_Mutationc.2232N>Tp.Lys744Asnp.K744NQ5VVJ2protein_codingdeleterious(0.01)possibly_damaging(0.829)TCGA-A6-6141-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuSD
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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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