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: MTMR11

Gene summary for MTMR11

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MTMR11

Gene ID

10903

Gene namemyotubularin related protein 11
Gene AliasCRA
Cytomap1q21.2
Gene Typeprotein-coding
GO ID

GO:0006629

UniProtAcc

A4FU01


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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
10903MTMR11HTA11_2487_2000001011HumanColorectumSER1.72e-084.47e-01-0.1808
10903MTMR11HTA11_1938_2000001011HumanColorectumAD7.58e-168.94e-01-0.0811
10903MTMR11HTA11_78_2000001011HumanColorectumAD4.23e-065.00e-01-0.1088
10903MTMR11HTA11_347_2000001011HumanColorectumAD8.23e-125.28e-01-0.1954
10903MTMR11HTA11_99999971662_82457HumanColorectumMSS1.57e-032.97e-010.3859
10903MTMR11HTA11_99999974143_84620HumanColorectumMSS1.50e-02-2.14e-010.3005
10903MTMR11A015-C-203HumanColorectumFAP2.64e-05-2.07e-01-0.1294
10903MTMR11A015-C-104HumanColorectumFAP8.56e-03-1.68e-01-0.1899
10903MTMR11A002-C-116HumanColorectumFAP4.34e-03-1.23e-01-0.0452
10903MTMR11F072BHumanColorectumFAP1.25e-02-1.38e-010.257
10903MTMR11LZE6THumanEsophagusESCC1.40e-033.31e-010.0845
10903MTMR11P2T-EHumanEsophagusESCC5.47e-102.00e-010.1177
10903MTMR11P5T-EHumanEsophagusESCC2.70e-057.36e-020.1327
10903MTMR11P10T-EHumanEsophagusESCC6.55e-115.19e-020.116
10903MTMR11P12T-EHumanEsophagusESCC5.10e-046.02e-020.1122
10903MTMR11P16T-EHumanEsophagusESCC2.17e-061.12e-010.1153
10903MTMR11P19T-EHumanEsophagusESCC9.53e-053.22e-010.1662
10903MTMR11P21T-EHumanEsophagusESCC1.29e-028.26e-020.1617
10903MTMR11P22T-EHumanEsophagusESCC3.68e-025.30e-020.1236
10903MTMR11P24T-EHumanEsophagusESCC3.74e-051.78e-010.1287
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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
∗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:0016311ColorectumADdephosphorylation123/3918417/187231.84e-053.82e-04123
GO:0030258ColorectumADlipid modification67/3918212/187231.66e-042.27e-0367
GO:0006650ColorectumADglycerophospholipid metabolic process83/3918306/187235.40e-033.55e-0283
GO:0006644ColorectumADphospholipid metabolic process101/3918383/187235.80e-033.67e-02101
GO:0046486ColorectumSERglycerolipid metabolic process82/2897392/187232.26e-032.17e-0282
GO:00163111ColorectumSERdephosphorylation86/2897417/187232.73e-032.46e-0286
GO:00066441ColorectumSERphospholipid metabolic process79/2897383/187233.94e-033.24e-0279
GO:00302581ColorectumSERlipid modification47/2897212/187236.01e-034.38e-0247
GO:00066501ColorectumSERglycerophospholipid metabolic process64/2897306/187236.41e-034.60e-0264
GO:00302582ColorectumMSSlipid modification57/3467212/187231.64e-031.49e-0257
GO:00163112ColorectumMSSdephosphorylation101/3467417/187231.98e-031.70e-02101
GO:00163113ColorectumFAPdephosphorylation95/2622417/187237.07e-073.32e-0595
GO:00302583ColorectumFAPlipid modification52/2622212/187232.84e-056.49e-0452
GO:00066502ColorectumFAPglycerophospholipid metabolic process62/2622306/187231.54e-031.38e-0262
GO:00066442ColorectumFAPphospholipid metabolic process74/2622383/187232.24e-031.83e-0274
GO:001631110EsophagusESCCdephosphorylation251/8552417/187231.26e-092.99e-08251
GO:00066446EsophagusESCCphospholipid metabolic process218/8552383/187235.37e-065.59e-05218
GO:00066505EsophagusESCCglycerophospholipid metabolic process174/8552306/187234.92e-053.85e-04174
GO:00464864EsophagusESCCglycerolipid metabolic process211/8552392/187236.51e-043.46e-03211
GO:00302586EsophagusESCClipid modification116/8552212/187234.90e-031.89e-02116
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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
MTMR11SNVMissense_Mutationc.1016N>Tp.Ser339Leup.S339LA4FU01protein_codingdeleterious(0)probably_damaging(0.986)TCGA-A2-A0YK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
MTMR11SNVMissense_Mutationc.95C>Tp.Pro32Leup.P32LA4FU01protein_codingtolerated(0.07)benign(0)TCGA-A8-A07O-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyCR
MTMR11SNVMissense_Mutationrs373465441c.2056G>Ap.Asp686Asnp.D686NA4FU01protein_codingtolerated_low_confidence(0.15)benign(0.005)TCGA-AR-A1AM-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinSD
MTMR11SNVMissense_Mutationrs587625914c.772N>Tp.Arg258Cysp.R258CA4FU01protein_codingdeleterious(0)benign(0.398)TCGA-AR-A251-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
MTMR11SNVMissense_Mutationc.2089G>Ap.Ala697Thrp.A697TA4FU01protein_codingtolerated_low_confidence(0.37)benign(0)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MTMR11insertionFrame_Shift_Insrs587606143c.14_15insGp.Arg6ProfsTer23p.R6Pfs*23A4FU01protein_codingTCGA-A2-A0T2-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapyxelodaPD
MTMR11insertionFrame_Shift_Insnovelc.1751_1752insTATAGTTTTCTATGGGAATGAGGCGGATACAGp.Leu585IlefsTer67p.L585Ifs*67A4FU01protein_codingTCGA-AO-A0JB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
MTMR11SNVMissense_Mutationnovelc.997G>Ap.Ala333Thrp.A333TA4FU01protein_codingtolerated(0.4)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MTMR11SNVMissense_Mutationnovelc.661G>Ap.Glu221Lysp.E221KA4FU01protein_codingdeleterious(0.01)possibly_damaging(0.881)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MTMR11SNVMissense_Mutationnovelc.314G>Ap.Arg105Glnp.R105QA4FU01protein_codingtolerated(0.19)benign(0.003)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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