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: IMMP1L

Gene summary for IMMP1L

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IMMP1L

Gene ID

196294

Gene nameinner mitochondrial membrane peptidase subunit 1
Gene AliasIMMP1
Cytomap11p13
Gene Typeprotein-coding
GO ID

GO:0006465

UniProtAcc

Q96LU5


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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
196294IMMP1LLZE2THumanEsophagusESCC9.29e-043.60e-010.082
196294IMMP1LLZE4THumanEsophagusESCC6.45e-082.15e-010.0811
196294IMMP1LLZE7THumanEsophagusESCC5.51e-084.21e-010.0667
196294IMMP1LLZE8THumanEsophagusESCC9.18e-042.20e-010.067
196294IMMP1LLZE22THumanEsophagusESCC3.35e-022.25e-010.068
196294IMMP1LLZE24THumanEsophagusESCC8.32e-113.24e-010.0596
196294IMMP1LLZE6THumanEsophagusESCC1.49e-094.09e-010.0845
196294IMMP1LP1T-EHumanEsophagusESCC1.09e-063.60e-010.0875
196294IMMP1LP2T-EHumanEsophagusESCC4.12e-183.22e-010.1177
196294IMMP1LP4T-EHumanEsophagusESCC1.21e-123.25e-010.1323
196294IMMP1LP5T-EHumanEsophagusESCC2.26e-111.66e-010.1327
196294IMMP1LP8T-EHumanEsophagusESCC2.39e-213.53e-010.0889
196294IMMP1LP9T-EHumanEsophagusESCC1.02e-113.06e-010.1131
196294IMMP1LP10T-EHumanEsophagusESCC1.81e-335.63e-010.116
196294IMMP1LP11T-EHumanEsophagusESCC6.62e-174.35e-010.1426
196294IMMP1LP12T-EHumanEsophagusESCC3.83e-173.19e-010.1122
196294IMMP1LP15T-EHumanEsophagusESCC1.18e-061.36e-010.1149
196294IMMP1LP16T-EHumanEsophagusESCC1.57e-112.71e-010.1153
196294IMMP1LP17T-EHumanEsophagusESCC1.88e-073.17e-010.1278
196294IMMP1LP19T-EHumanEsophagusESCC8.45e-042.90e-010.1662
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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
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: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:000646516EsophagusESCCsignal peptide processing13/855214/187233.02e-041.81e-0313
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
GO:007265518Oral cavityOSCCestablishment of protein localization to mitochondrion88/7305120/187232.10e-141.19e-1288
GO:000662618Oral cavityOSCCprotein targeting to mitochondrion72/7305100/187232.10e-117.18e-1072
GO:005160410Oral cavityOSCCprotein maturation170/7305294/187233.97e-111.28e-09170
GO:00164856Oral cavityOSCCprotein processing121/7305225/187234.56e-065.23e-05121
GO:000646510Oral cavityOSCCsignal peptide processing12/730514/187234.62e-042.76e-0312
GO:007259419Oral cavityLPestablishment of protein localization to organelle205/4623422/187236.76e-273.85e-24205
GO:0006605110Oral cavityLPprotein targeting156/4623314/187235.43e-221.62e-19156
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0306026EsophagusESCCProtein export22/420523/84652.43e-061.43e-057.32e-0622
hsa0306036EsophagusESCCProtein export22/420523/84652.43e-061.43e-057.32e-0622
hsa0306018Oral cavityOSCCProtein export21/370423/84652.42e-061.27e-056.45e-0621
hsa0306019Oral cavityOSCCProtein export21/370423/84652.42e-061.27e-056.45e-0621
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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
IMMP1LSNVMissense_Mutationc.228T>Ap.Asp76Glup.D76EQ96LU5protein_codingdeleterious(0.02)benign(0.06)TCGA-A2-A0T2-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapyxelodaPD
IMMP1LSNVMissense_Mutationrs180782155c.32N>Ap.Arg11Glnp.R11QQ96LU5protein_codingtolerated(0.51)benign(0.031)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IMMP1LSNVMissense_Mutationc.228T>Ap.Asp76Glup.D76EQ96LU5protein_codingdeleterious(0.02)benign(0.06)TCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
IMMP1LSNVMissense_Mutationc.145N>Ap.Asp49Asnp.D49NQ96LU5protein_codingtolerated(0.33)possibly_damaging(0.819)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
IMMP1LSNVMissense_Mutationc.366N>Ap.Asn122Lysp.N122KQ96LU5protein_codingdeleterious(0)benign(0.05)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
IMMP1LSNVMissense_Mutationnovelc.240N>Ap.Asn80Lysp.N80KQ96LU5protein_codingtolerated(0.28)benign(0.102)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
IMMP1LSNVMissense_Mutationrs180782155c.32N>Ap.Arg11Glnp.R11QQ96LU5protein_codingtolerated(0.51)benign(0.031)TCGA-B5-A11E-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
IMMP1LSNVMissense_Mutationnovelc.124N>Ap.Glu42Lysp.E42KQ96LU5protein_codingdeleterious(0.01)possibly_damaging(0.771)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
IMMP1LSNVMissense_Mutationrs746866007c.419N>Ap.Arg140Glnp.R140QQ96LU5protein_codingdeleterious(0)possibly_damaging(0.854)TCGA-D1-A16Y-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
IMMP1LinsertionFrame_Shift_Insnovelc.135dupTp.Gln46SerfsTer12p.Q46Sfs*12Q96LU5protein_codingTCGA-DD-A3A7-01Liverliver hepatocellular carcinomaMale>=65III/IVChemotherapyunknownPD
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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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