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: MECR

Gene summary for MECR

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MECR

Gene ID

51102

Gene namemitochondrial trans-2-enoyl-CoA reductase
Gene AliasCGI-63
Cytomap1p35.3
Gene Typeprotein-coding
GO ID

GO:0006082

UniProtAcc

Q9BV79


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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
51102MECRLZE7THumanEsophagusESCC1.11e-022.19e-010.0667
51102MECRLZE8THumanEsophagusESCC9.50e-039.13e-020.067
51102MECRLZE20THumanEsophagusESCC4.25e-021.76e-010.0662
51102MECRLZE22THumanEsophagusESCC9.52e-042.71e-010.068
51102MECRLZE24THumanEsophagusESCC2.03e-082.40e-010.0596
51102MECRLZE6THumanEsophagusESCC1.00e-021.24e-010.0845
51102MECRP2T-EHumanEsophagusESCC2.01e-203.33e-010.1177
51102MECRP4T-EHumanEsophagusESCC8.10e-082.02e-010.1323
51102MECRP5T-EHumanEsophagusESCC3.35e-132.26e-010.1327
51102MECRP8T-EHumanEsophagusESCC1.73e-122.62e-010.0889
51102MECRP9T-EHumanEsophagusESCC2.40e-027.77e-020.1131
51102MECRP10T-EHumanEsophagusESCC1.59e-152.65e-010.116
51102MECRP11T-EHumanEsophagusESCC1.66e-073.38e-010.1426
51102MECRP12T-EHumanEsophagusESCC1.49e-081.93e-010.1122
51102MECRP15T-EHumanEsophagusESCC2.59e-123.21e-010.1149
51102MECRP16T-EHumanEsophagusESCC1.25e-101.72e-010.1153
51102MECRP17T-EHumanEsophagusESCC2.43e-084.31e-010.1278
51102MECRP19T-EHumanEsophagusESCC4.87e-076.09e-010.1662
51102MECRP20T-EHumanEsophagusESCC5.88e-102.43e-010.1124
51102MECRP21T-EHumanEsophagusESCC2.07e-265.23e-010.1617
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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:00066318EsophagusESCCfatty acid metabolic process217/8552390/187234.21e-053.39e-04217
GO:00463948EsophagusESCCcarboxylic acid biosynthetic process175/8552314/187231.98e-041.26e-03175
GO:00160538EsophagusESCCorganic acid biosynthetic process175/8552316/187233.04e-041.82e-03175
GO:001605321LiverHCCorganic acid biosynthetic process200/7958316/187235.24e-143.22e-12200
GO:000663122LiverHCCfatty acid metabolic process238/7958390/187238.24e-144.84e-12238
GO:004639421LiverHCCcarboxylic acid biosynthetic process198/7958314/187231.19e-136.78e-12198
GO:007233021LiverHCCmonocarboxylic acid biosynthetic process129/7958214/187231.08e-072.09e-06129
GO:000663321LiverHCCfatty acid biosynthetic process96/7958163/187231.71e-051.85e-0496
GO:00160537Oral cavityOSCCorganic acid biosynthetic process155/7305316/187231.64e-041.13e-03155
GO:00463947Oral cavityOSCCcarboxylic acid biosynthetic process154/7305314/187231.73e-041.19e-03154
GO:00066317Oral cavityOSCCfatty acid metabolic process186/7305390/187232.65e-041.69e-03186
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa012129EsophagusESCCFatty acid metabolism41/420557/84655.13e-041.75e-038.98e-0441
hsa0121214EsophagusESCCFatty acid metabolism41/420557/84655.13e-041.75e-038.98e-0441
hsa012124LiverHCCFatty acid metabolism45/402057/84651.05e-061.10e-056.09e-0645
hsa000622LiverHCCFatty acid elongation20/402027/84654.58e-031.36e-027.55e-0320
hsa00061LiverHCCFatty acid biosynthesis14/402018/84658.82e-032.36e-021.32e-0214
hsa012125LiverHCCFatty acid metabolism45/402057/84651.05e-061.10e-056.09e-0645
hsa0006211LiverHCCFatty acid elongation20/402027/84654.58e-031.36e-027.55e-0320
hsa000611LiverHCCFatty acid biosynthesis14/402018/84658.82e-032.36e-021.32e-0214
hsa012128Oral cavityOSCCFatty acid metabolism35/370457/84655.37e-031.29e-026.55e-0335
hsa0121213Oral cavityOSCCFatty acid metabolism35/370457/84655.37e-031.29e-026.55e-0335
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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
MECRinsertionFrame_Shift_Insnovelc.225_226insGAAGGCAGCCCAGATACCCAGGTTCCAGCTCCAACTCTGCp.Lys76GlufsTer24p.K76Efs*24Q9BV79protein_codingTCGA-AO-A03T-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
MECRSNVMissense_Mutationnovelc.524T>Cp.Leu175Serp.L175SQ9BV79protein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MECRSNVMissense_Mutationrs770619410c.470C>Tp.Pro157Leup.P157LQ9BV79protein_codingdeleterious(0)benign(0.337)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MECRSNVMissense_Mutationnovelc.662N>Cp.Ile221Thrp.I221TQ9BV79protein_codingdeleterious(0)benign(0.181)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
MECRSNVMissense_Mutationrs143281690c.736N>Ap.Glu246Lysp.E246KQ9BV79protein_codingtolerated(0.07)benign(0.07)TCGA-F4-6570-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MECRSNVMissense_Mutationnovelc.903T>Gp.Ile301Metp.I301MQ9BV79protein_codingdeleterious(0)probably_damaging(0.949)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
MECRSNVMissense_Mutationnovelc.920T>Ap.Leu307Hisp.L307HQ9BV79protein_codingdeleterious(0)possibly_damaging(0.694)TCGA-2E-A9G8-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapytaxolCR
MECRSNVMissense_Mutationrs759114736c.458N>Tp.Pro153Leup.P153LQ9BV79protein_codingdeleterious(0)possibly_damaging(0.853)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
MECRSNVMissense_Mutationrs746554300c.353N>Gp.Asn118Serp.N118SQ9BV79protein_codingtolerated(0.69)benign(0)TCGA-A5-A0GP-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
MECRSNVMissense_Mutationrs750365471c.236C>Tp.Ala79Valp.A79VQ9BV79protein_codingtolerated(0.07)possibly_damaging(0.87)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
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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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