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: MEPCE

Gene summary for MEPCE

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MEPCE

Gene ID

56257

Gene namemethylphosphate capping enzyme
Gene AliasBCDIN3
Cytomap7q22.1
Gene Typeprotein-coding
GO ID

GO:0000082

UniProtAcc

Q7L2J0


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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
56257MEPCELZE4THumanEsophagusESCC7.05e-03-2.72e-020.0811
56257MEPCELZE7THumanEsophagusESCC7.17e-041.53e-010.0667
56257MEPCELZE20THumanEsophagusESCC5.33e-091.23e-010.0662
56257MEPCELZE24THumanEsophagusESCC7.77e-103.14e-010.0596
56257MEPCEP1T-EHumanEsophagusESCC4.12e-126.41e-010.0875
56257MEPCEP2T-EHumanEsophagusESCC2.21e-314.89e-010.1177
56257MEPCEP4T-EHumanEsophagusESCC5.17e-125.50e-020.1323
56257MEPCEP5T-EHumanEsophagusESCC4.89e-10-4.11e-020.1327
56257MEPCEP8T-EHumanEsophagusESCC1.14e-157.37e-020.0889
56257MEPCEP9T-EHumanEsophagusESCC3.06e-141.72e-010.1131
56257MEPCEP10T-EHumanEsophagusESCC6.18e-161.94e-010.116
56257MEPCEP11T-EHumanEsophagusESCC1.25e-053.18e-010.1426
56257MEPCEP12T-EHumanEsophagusESCC1.55e-162.02e-010.1122
56257MEPCEP15T-EHumanEsophagusESCC2.27e-162.08e-010.1149
56257MEPCEP16T-EHumanEsophagusESCC2.97e-141.64e-010.1153
56257MEPCEP17T-EHumanEsophagusESCC1.20e-063.21e-010.1278
56257MEPCEP20T-EHumanEsophagusESCC2.60e-121.82e-010.1124
56257MEPCEP21T-EHumanEsophagusESCC2.22e-177.79e-020.1617
56257MEPCEP22T-EHumanEsophagusESCC5.63e-12-3.29e-020.1236
56257MEPCEP23T-EHumanEsophagusESCC4.02e-134.01e-010.108
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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:19034052LiverCirrhoticprotein localization to nuclear body11/463412/187231.96e-063.65e-0511
GO:19048672LiverCirrhoticprotein localization to Cajal body11/463412/187231.96e-063.65e-0511
GO:19901733LiverCirrhoticprotein localization to nucleoplasm12/463414/187232.84e-065.08e-0512
GO:00073463LiverCirrhoticregulation of mitotic cell cycle154/4634457/187238.73e-061.29e-04154
GO:00511006LiverCirrhoticnegative regulation of binding63/4634162/187234.54e-055.31e-0463
GO:00459313LiverCirrhoticpositive regulation of mitotic cell cycle49/4634121/187239.47e-051.01e-0349
GO:00447721LiverCirrhoticmitotic cell cycle phase transition139/4634424/187231.02e-041.06e-03139
GO:1901990LiverCirrhoticregulation of mitotic cell cycle phase transition100/4634299/187234.13e-043.41e-03100
GO:2000045LiverCirrhoticregulation of G1/S transition of mitotic cell cycle51/4634142/187231.91e-031.20e-0251
GO:00000821LiverCirrhoticG1/S transition of mitotic cell cycle72/4634214/187232.07e-031.28e-0272
GO:00448431LiverCirrhoticcell cycle G1/S phase transition77/4634241/187236.68e-033.30e-0277
GO:00457874LiverCirrhoticpositive regulation of cell cycle97/4634313/187236.88e-033.38e-0297
GO:1901992LiverCirrhoticpositive regulation of mitotic cell cycle phase transition34/463493/187237.36e-033.52e-0234
GO:00346601LiverHCCncRNA metabolic process332/7958485/187231.48e-317.80e-29332
GO:190382922LiverHCCpositive regulation of cellular protein localization199/7958276/187231.15e-232.62e-21199
GO:003450421LiverHCCprotein localization to nucleus194/7958290/187232.84e-172.85e-15194
GO:005109822LiverHCCregulation of binding225/7958363/187233.78e-142.37e-12225
GO:190018212LiverHCCpositive regulation of protein localization to nucleus67/795887/187235.43e-112.00e-0967
GO:190018012LiverHCCregulation of protein localization to nucleus95/7958136/187239.26e-113.26e-0995
GO:00447722LiverHCCmitotic cell cycle phase transition240/7958424/187232.47e-096.84e-08240
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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
MEPCESNVMissense_Mutationrs754062405c.536N>Gp.Ser179Cysp.S179CQ7L2J0protein_codingtolerated(0.11)benign(0.417)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
MEPCESNVMissense_Mutationc.1313N>Cp.Lys438Thrp.K438TQ7L2J0protein_codingdeleterious(0.03)benign(0.11)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
MEPCESNVMissense_Mutationc.1933N>Cp.Glu645Glnp.E645QQ7L2J0protein_codingtolerated(0.1)possibly_damaging(0.659)TCGA-D8-A1JN-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozolumSD
MEPCESNVMissense_Mutationnovelc.1087N>Tp.Arg363Cysp.R363CQ7L2J0protein_codingdeleterious(0)probably_damaging(0.985)TCGA-GM-A3XL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyfluorouracilCR
MEPCESNVMissense_Mutationnovelc.1525G>Ap.Glu509Lysp.E509KQ7L2J0protein_codingtolerated(0.09)benign(0.003)TCGA-PE-A5DE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
MEPCEinsertionFrame_Shift_Insnovelc.1909_1910insGTTTCGGGGCCGGGp.Tyr637CysfsTer11p.Y637Cfs*11Q7L2J0protein_codingTCGA-B6-A0IA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MEPCEinsertionFrame_Shift_Insnovelc.1911_1912insGTCCp.Tyr638ValfsTer26p.Y638Vfs*26Q7L2J0protein_codingTCGA-B6-A0IA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MEPCEdeletionFrame_Shift_Delnovelc.2037delNp.Leu680CysfsTer19p.L680Cfs*19Q7L2J0protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
MEPCESNVMissense_Mutationnovelc.1088G>Ap.Arg363Hisp.R363HQ7L2J0protein_codingdeleterious(0.05)probably_damaging(0.98)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MEPCESNVMissense_Mutationnovelc.1058C>Gp.Ser353Cysp.S353CQ7L2J0protein_codingdeleterious(0.01)benign(0.156)TCGA-DG-A2KK-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
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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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