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: MPV17L2

Gene summary for MPV17L2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MPV17L2

Gene ID

84769

Gene nameMPV17 mitochondrial inner membrane protein like 2
Gene AliasFKSG24
Cytomap19p13.11
Gene Typeprotein-coding
GO ID

GO:0006412

UniProtAcc

A0A024R7K6


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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
84769MPV17L2LZE4THumanEsophagusESCC4.83e-032.29e-010.0811
84769MPV17L2LZE7THumanEsophagusESCC3.78e-083.02e-010.0667
84769MPV17L2LZE20THumanEsophagusESCC4.65e-031.21e-010.0662
84769MPV17L2LZE24THumanEsophagusESCC1.87e-051.86e-010.0596
84769MPV17L2LZE6THumanEsophagusESCC1.87e-032.64e-010.0845
84769MPV17L2P1T-EHumanEsophagusESCC3.29e-042.45e-010.0875
84769MPV17L2P2T-EHumanEsophagusESCC7.27e-091.60e-010.1177
84769MPV17L2P4T-EHumanEsophagusESCC7.50e-164.96e-010.1323
84769MPV17L2P5T-EHumanEsophagusESCC1.86e-164.75e-010.1327
84769MPV17L2P8T-EHumanEsophagusESCC7.36e-081.55e-010.0889
84769MPV17L2P9T-EHumanEsophagusESCC5.34e-143.64e-010.1131
84769MPV17L2P10T-EHumanEsophagusESCC9.03e-153.95e-010.116
84769MPV17L2P11T-EHumanEsophagusESCC9.09e-094.33e-010.1426
84769MPV17L2P12T-EHumanEsophagusESCC7.40e-153.46e-010.1122
84769MPV17L2P15T-EHumanEsophagusESCC1.60e-121.76e-010.1149
84769MPV17L2P16T-EHumanEsophagusESCC7.96e-031.72e-010.1153
84769MPV17L2P19T-EHumanEsophagusESCC8.80e-033.43e-010.1662
84769MPV17L2P20T-EHumanEsophagusESCC2.12e-061.76e-010.1124
84769MPV17L2P21T-EHumanEsophagusESCC5.72e-174.27e-010.1617
84769MPV17L2P22T-EHumanEsophagusESCC6.65e-112.32e-010.1236
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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:0022613111EsophagusESCCribonucleoprotein complex biogenesis365/8552463/187231.74e-491.11e-45365
GO:0042254111EsophagusESCCribosome biogenesis252/8552299/187233.27e-441.04e-40252
GO:014005313EsophagusESCCmitochondrial gene expression93/8552108/187231.96e-182.03e-1693
GO:0006417111EsophagusESCCregulation of translation304/8552468/187231.53e-171.33e-15304
GO:003254314EsophagusESCCmitochondrial translation68/855276/187231.02e-156.86e-1468
GO:0045727111EsophagusESCCpositive regulation of translation107/8552136/187232.79e-151.68e-13107
GO:0034250111EsophagusESCCpositive regulation of cellular amide metabolic process123/8552162/187233.32e-151.93e-13123
GO:0042255111EsophagusESCCribosome assembly50/855261/187235.66e-091.17e-0750
GO:00701292EsophagusESCCregulation of mitochondrial translation22/855224/187232.82e-063.21e-0522
GO:00621252EsophagusESCCregulation of mitochondrial gene expression24/855228/187231.37e-051.25e-0424
GO:00701312EsophagusESCCpositive regulation of mitochondrial translation14/855215/187231.47e-049.85e-0414
GO:002261322LiverHCCribonucleoprotein complex biogenesis355/7958463/187237.76e-524.92e-48355
GO:004225422LiverHCCribosome biogenesis246/7958299/187234.99e-461.58e-42246
GO:000641722LiverHCCregulation of translation287/7958468/187238.79e-178.08e-15287
GO:01400531LiverHCCmitochondrial gene expression82/7958108/187231.49e-127.20e-1182
GO:00325431LiverHCCmitochondrial translation62/795876/187232.95e-121.34e-1062
GO:004572712LiverHCCpositive regulation of translation97/7958136/187238.51e-123.55e-1097
GO:003425022LiverHCCpositive regulation of cellular amide metabolic process110/7958162/187235.14e-111.92e-09110
GO:004225522LiverHCCribosome assembly50/795861/187232.79e-109.50e-0950
GO:0070129LiverHCCregulation of mitochondrial translation19/795824/187232.80e-042.02e-0319
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa041467EsophagusESCCPeroxisome55/420582/84651.04e-033.27e-031.68e-0355
hsa0414612EsophagusESCCPeroxisome55/420582/84651.04e-033.27e-031.68e-0355
hsa041464LiverHCCPeroxisome58/402082/84651.57e-051.05e-045.85e-0558
hsa041465LiverHCCPeroxisome58/402082/84651.57e-051.05e-045.85e-0558
hsa041466Oral cavityOSCCPeroxisome47/370482/84659.01e-032.01e-021.03e-0247
hsa0414611Oral cavityOSCCPeroxisome47/370482/84659.01e-032.01e-021.03e-0247
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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
MPV17L2SNVMissense_Mutationnovelc.300N>Tp.Lys100Asnp.K100NQ567V2protein_codingdeleterious(0.01)benign(0.141)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
MPV17L2SNVMissense_Mutationc.206N>Ap.Gly69Aspp.G69DQ567V2protein_codingdeleterious(0)probably_damaging(1)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
MPV17L2SNVMissense_Mutationc.514N>Gp.Asn172Aspp.N172DQ567V2protein_codingdeleterious(0)probably_damaging(0.999)TCGA-EI-6882-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
MPV17L2SNVMissense_Mutationnovelc.391N>Ap.Glu131Lysp.E131KQ567V2protein_codingtolerated(0.09)benign(0.056)TCGA-AJ-A3TW-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
MPV17L2SNVMissense_Mutationnovelc.589G>Ap.Gly197Serp.G197SQ567V2protein_codingtolerated(0.1)benign(0.007)TCGA-EO-A22U-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
MPV17L2SNVMissense_Mutationc.509N>Tp.Tyr170Phep.Y170FQ567V2protein_codingdeleterious(0)possibly_damaging(0.532)TCGA-55-8207-01Lunglung adenocarcinomaMale>=65I/IIUnknownUnknownSD
MPV17L2SNVMissense_Mutationc.499C>Gp.Arg167Glyp.R167GQ567V2protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-77-7141-01Lunglung squamous cell carcinomaMale<65I/IIUnknownUnknownSD
MPV17L2SNVMissense_Mutationrs760946540c.212N>Ap.Ser71Asnp.S71NQ567V2protein_codingdeleterious(0.01)possibly_damaging(0.798)TCGA-RD-A8N1-01Stomachstomach adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilSD
MPV17L2SNVMissense_Mutationnovelc.534N>Tp.Trp178Cysp.W178CQ567V2protein_codingdeleterious(0)probably_damaging(0.998)TCGA-VQ-A8E3-01Stomachstomach adenocarcinomaMale>=65I/IIUnknownUnknownPD
MPV17L2insertionFrame_Shift_Insrs746591385c.493dupCp.Gln165ProfsTer175p.Q165Pfs*175Q567V2protein_codingTCGA-HU-A4GN-01Stomachstomach adenocarcinomaMale<65I/IIChemotherapymitomycinPD
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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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