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: METAP1

Gene summary for METAP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

METAP1

Gene ID

23173

Gene namemethionyl aminopeptidase 1
Gene AliasMAP1A
Cytomap4q23
Gene Typeprotein-coding
GO ID

GO:0001775

UniProtAcc

P53582


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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
23173METAP1LZE2THumanEsophagusESCC1.10e-023.16e-010.082
23173METAP1LZE4THumanEsophagusESCC2.41e-134.24e-010.0811
23173METAP1LZE5THumanEsophagusESCC4.27e-051.37e-010.0514
23173METAP1LZE7THumanEsophagusESCC2.10e-073.65e-010.0667
23173METAP1LZE8THumanEsophagusESCC2.01e-105.07e-010.067
23173METAP1LZE20THumanEsophagusESCC8.46e-081.23e-010.0662
23173METAP1LZE24THumanEsophagusESCC2.09e-093.41e-010.0596
23173METAP1LZE21THumanEsophagusESCC1.46e-023.49e-010.0655
23173METAP1LZE6THumanEsophagusESCC3.71e-092.12e-010.0845
23173METAP1P1T-EHumanEsophagusESCC6.13e-103.11e-010.0875
23173METAP1P2T-EHumanEsophagusESCC1.31e-356.85e-010.1177
23173METAP1P4T-EHumanEsophagusESCC4.44e-351.03e+000.1323
23173METAP1P5T-EHumanEsophagusESCC6.50e-192.15e-010.1327
23173METAP1P8T-EHumanEsophagusESCC1.70e-142.15e-010.0889
23173METAP1P9T-EHumanEsophagusESCC4.78e-192.64e-010.1131
23173METAP1P10T-EHumanEsophagusESCC3.25e-231.22e-010.116
23173METAP1P11T-EHumanEsophagusESCC5.00e-126.57e-010.1426
23173METAP1P12T-EHumanEsophagusESCC9.79e-215.44e-010.1122
23173METAP1P15T-EHumanEsophagusESCC2.31e-399.44e-010.1149
23173METAP1P16T-EHumanEsophagusESCC1.34e-224.64e-010.1153
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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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗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:0006417111EsophagusESCCregulation of translation304/8552468/187231.53e-171.33e-15304
GO:004206027EsophagusESCCwound healing243/8552422/187234.62e-076.25e-06243
GO:00182061EsophagusESCCpeptidyl-methionine modification12/855213/187236.18e-043.32e-0312
GO:003410920EsophagusESCChomotypic cell-cell adhesion54/855290/187234.33e-031.72e-0254
GO:0031365EsophagusESCCN-terminal protein amino acid modification21/855230/187236.17e-032.27e-0221
GO:000641722LiverHCCregulation of translation287/7958468/187238.79e-178.08e-15287
GO:004206022LiverHCCwound healing219/7958422/187235.34e-055.04e-04219
GO:00075962LiverHCCblood coagulation118/7958217/187232.63e-041.94e-03118
GO:003410912LiverHCChomotypic cell-cell adhesion55/795890/187232.81e-042.02e-0355
GO:00075992LiverHCChemostasis119/7958222/187235.25e-043.41e-03119
GO:00508172LiverHCCcoagulation118/7958222/187238.41e-045.03e-03118
GO:005087822LiverHCCregulation of body fluid levels191/7958379/187231.06e-036.11e-03191
GO:007052712LiverHCCplatelet aggregation40/795867/187233.35e-031.53e-0240
GO:0018206LiverHCCpeptidyl-methionine modification10/795813/187231.28e-024.61e-0210
GO:000641720Oral cavityOSCCregulation of translation274/7305468/187234.39e-184.63e-16274
GO:004206020Oral cavityOSCCwound healing237/7305422/187234.51e-132.18e-11237
GO:003410919Oral cavityOSCChomotypic cell-cell adhesion55/730590/187231.78e-051.73e-0455
GO:005087819Oral cavityOSCCregulation of body fluid levels179/7305379/187236.19e-043.50e-03179
GO:007052718Oral cavityOSCCplatelet aggregation37/730567/187235.14e-032.01e-0237
GO:00075969Oral cavityOSCCblood coagulation102/7305217/187239.69e-033.43e-02102
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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
METAP1SNVMissense_Mutationnovelc.691N>Tp.Asp231Tyrp.D231YP53582protein_codingdeleterious(0)probably_damaging(1)TCGA-A1-A0SQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyacSD
METAP1SNVMissense_Mutationc.310N>Gp.Gln104Glup.Q104EP53582protein_codingtolerated(0.48)benign(0)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
METAP1SNVMissense_Mutationnovelc.494A>Gp.Glu165Glyp.E165GP53582protein_codingdeleterious(0)probably_damaging(0.973)TCGA-XS-A8TJ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
METAP1SNVMissense_Mutationc.848N>Tp.Asn283Ilep.N283IP53582protein_codingdeleterious(0.03)possibly_damaging(0.564)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
METAP1SNVMissense_Mutationc.866G>Ap.Arg289Glnp.R289QP53582protein_codingdeleterious(0)possibly_damaging(0.745)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
METAP1SNVMissense_Mutationc.644A>Gp.Asp215Glyp.D215GP53582protein_codingdeleterious(0)probably_damaging(1)TCGA-DM-A1HB-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
METAP1SNVMissense_Mutationc.229N>Ap.Pro77Thrp.P77TP53582protein_codingdeleterious(0.03)benign(0.094)TCGA-AG-A02N-01Colorectumrectum adenocarcinomaMale>=65I/IIChemotherapyfolinicCR
METAP1insertionFrame_Shift_Insnovelc.162_163insCATTTTAAGGAATATTp.Ala55HisfsTer9p.A55Hfs*9P53582protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
METAP1SNVMissense_Mutationnovelc.655N>Ap.Val219Metp.V219MP53582protein_codingdeleterious(0)possibly_damaging(0.828)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
METAP1SNVMissense_Mutationnovelc.254N>Ap.Gly85Aspp.G85DP53582protein_codingdeleterious(0)probably_damaging(0.994)TCGA-A5-A2K5-01Endometriumuterine 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
23173METAP1DRUGGABLE GENOME, PROTEASE, ENZYMEinhibitorCHEMBL2103847TOSEDOSTAT
23173METAP1DRUGGABLE GENOME, PROTEASE, ENZYMEinhibitor252166758
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