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: PITRM1

Gene summary for PITRM1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PITRM1

Gene ID

10531

Gene namepitrilysin metallopeptidase 1
Gene AliasMP1
Cytomap10p15.2
Gene Typeprotein-coding
GO ID

GO:0006508

UniProtAcc

Q5JRX3


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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
10531PITRM1LZE4THumanEsophagusESCC5.45e-061.31e-010.0811
10531PITRM1LZE8THumanEsophagusESCC2.48e-081.84e-010.067
10531PITRM1LZE22THumanEsophagusESCC2.53e-032.44e-010.068
10531PITRM1LZE24THumanEsophagusESCC2.24e-153.87e-010.0596
10531PITRM1LZE6THumanEsophagusESCC8.07e-052.04e-010.0845
10531PITRM1P1T-EHumanEsophagusESCC2.24e-033.72e-010.0875
10531PITRM1P2T-EHumanEsophagusESCC1.96e-131.84e-010.1177
10531PITRM1P4T-EHumanEsophagusESCC1.13e-162.48e-010.1323
10531PITRM1P5T-EHumanEsophagusESCC3.89e-101.54e-010.1327
10531PITRM1P8T-EHumanEsophagusESCC4.41e-112.21e-010.0889
10531PITRM1P9T-EHumanEsophagusESCC1.17e-066.40e-020.1131
10531PITRM1P10T-EHumanEsophagusESCC4.05e-121.05e-010.116
10531PITRM1P11T-EHumanEsophagusESCC1.13e-062.84e-010.1426
10531PITRM1P12T-EHumanEsophagusESCC5.68e-142.81e-010.1122
10531PITRM1P15T-EHumanEsophagusESCC2.48e-181.71e-010.1149
10531PITRM1P16T-EHumanEsophagusESCC3.27e-071.29e-010.1153
10531PITRM1P17T-EHumanEsophagusESCC4.74e-103.37e-010.1278
10531PITRM1P19T-EHumanEsophagusESCC3.35e-073.13e-010.1662
10531PITRM1P20T-EHumanEsophagusESCC1.28e-091.64e-010.1124
10531PITRM1P21T-EHumanEsophagusESCC2.76e-356.45e-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:0072594110EsophagusESCCestablishment of protein localization to organelle311/8552422/187233.02e-322.13e-29311
GO:0006605111EsophagusESCCprotein targeting229/8552314/187234.93e-231.01e-20229
GO:0006839110EsophagusESCCmitochondrial transport187/8552254/187238.35e-209.81e-18187
GO:0072655110EsophagusESCCestablishment of protein localization to mitochondrion97/8552120/187232.17e-151.33e-1397
GO:0070585110EsophagusESCCprotein localization to mitochondrion100/8552125/187232.96e-151.77e-13100
GO:0006626110EsophagusESCCprotein targeting to mitochondrion81/8552100/187233.60e-131.67e-1181
GO:005160418EsophagusESCCprotein maturation189/8552294/187237.64e-112.39e-09189
GO:001648514EsophagusESCCprotein processing134/8552225/187231.81e-051.60e-04134
GO:007259422LiverHCCestablishment of protein localization to organelle299/7958422/187231.06e-326.10e-30299
GO:000660512LiverHCCprotein targeting219/7958314/187237.74e-231.49e-20219
GO:000683912LiverHCCmitochondrial transport184/7958254/187232.30e-223.83e-20184
GO:007265512LiverHCCestablishment of protein localization to mitochondrion98/7958120/187231.18e-181.46e-1698
GO:007058512LiverHCCprotein localization to mitochondrion101/7958125/187231.53e-181.86e-16101
GO:000662612LiverHCCprotein targeting to mitochondrion82/7958100/187234.93e-164.05e-1482
GO:005160412LiverHCCprotein maturation171/7958294/187233.80e-088.30e-07171
GO:001648511LiverHCCprotein processing121/7958225/187234.01e-042.71e-03121
GO:007259418Oral cavityOSCCestablishment of protein localization to organelle284/7305422/187231.50e-321.35e-29284
GO:000660520Oral cavityOSCCprotein targeting204/7305314/187236.78e-211.13e-18204
GO:000683918Oral cavityOSCCmitochondrial transport162/7305254/187238.96e-166.52e-14162
GO:007058518Oral cavityOSCCprotein localization to mitochondrion91/7305125/187231.60e-149.27e-1391
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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
PITRM1SNVMissense_Mutationc.2801N>Tp.Gln934Leup.Q934LQ5JRX3protein_codingdeleterious(0.03)benign(0.21)TCGA-A8-A075-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyepirubicinCR
PITRM1SNVMissense_Mutationc.2180N>Tp.Ala727Valp.A727VQ5JRX3protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A8-A097-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
PITRM1SNVMissense_Mutationc.2747N>Gp.Asn916Serp.N916SQ5JRX3protein_codingtolerated(0.77)benign(0.001)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PITRM1SNVMissense_Mutationc.795C>Gp.Phe265Leup.F265LQ5JRX3protein_codingdeleterious(0)probably_damaging(0.991)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
PITRM1SNVMissense_Mutationnovelc.769N>Ap.His257Asnp.H257NQ5JRX3protein_codingdeleterious(0)possibly_damaging(0.893)TCGA-AC-A3W5-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelCR
PITRM1SNVMissense_Mutationc.1987N>Cp.Glu663Glnp.E663QQ5JRX3protein_codingdeleterious(0)possibly_damaging(0.869)TCGA-AN-A0FT-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PITRM1SNVMissense_Mutationrs534536142c.2896N>Ap.Ala966Thrp.A966TQ5JRX3protein_codingdeleterious(0.03)possibly_damaging(0.493)TCGA-D8-A1X9-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyadriamycin+cyclophosphamideSD
PITRM1insertionNonsense_Mutationnovelc.2118_2119insTATACGTAATTTTTCAAACAGGTGTTCAGTGAATGCGp.Thr707TyrfsTer3p.T707Yfs*3Q5JRX3protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PITRM1insertionNonsense_Mutationnovelc.1800_1801insAAATATCAGATTTAGAAATGATCACAAAGGATATATCTGAAGp.Ala600_Phe601insLysTyrGlnIleTerLysTerSerGlnArgIleTyrLeuLysp.A600_F601insKYQI*K*SQRIYLKQ5JRX3protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PITRM1deletionFrame_Shift_Delnovelc.2875delTp.Ser959LeufsTer6p.S959Lfs*6Q5JRX3protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
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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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