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: ERMP1

Gene summary for ERMP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ERMP1

Gene ID

79956

Gene nameendoplasmic reticulum metallopeptidase 1
Gene AliasFXNA
Cytomap9p24.1
Gene Typeprotein-coding
GO ID

GO:0006508

UniProtAcc

Q6ZMD3


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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
79956ERMP1LZE2THumanEsophagusESCC9.31e-085.64e-010.082
79956ERMP1LZE20THumanEsophagusESCC1.45e-021.32e-010.0662
79956ERMP1P2T-EHumanEsophagusESCC2.85e-033.04e-020.1177
79956ERMP1P4T-EHumanEsophagusESCC2.43e-034.38e-020.1323
79956ERMP1P5T-EHumanEsophagusESCC2.68e-046.99e-020.1327
79956ERMP1P8T-EHumanEsophagusESCC1.39e-092.32e-010.0889
79956ERMP1P9T-EHumanEsophagusESCC2.32e-142.28e-010.1131
79956ERMP1P10T-EHumanEsophagusESCC4.82e-032.14e-020.116
79956ERMP1P15T-EHumanEsophagusESCC2.46e-051.14e-010.1149
79956ERMP1P16T-EHumanEsophagusESCC6.49e-048.37e-020.1153
79956ERMP1P21T-EHumanEsophagusESCC1.13e-048.25e-020.1617
79956ERMP1P23T-EHumanEsophagusESCC4.13e-071.20e-010.108
79956ERMP1P28T-EHumanEsophagusESCC2.03e-044.02e-020.1149
79956ERMP1P30T-EHumanEsophagusESCC2.02e-031.04e-010.137
79956ERMP1P37T-EHumanEsophagusESCC2.14e-051.16e-010.1371
79956ERMP1P42T-EHumanEsophagusESCC2.96e-047.40e-020.1175
79956ERMP1P48T-EHumanEsophagusESCC2.94e-046.92e-020.0959
79956ERMP1P54T-EHumanEsophagusESCC5.37e-061.54e-010.0975
79956ERMP1P56T-EHumanEsophagusESCC4.77e-044.87e-010.1613
79956ERMP1P61T-EHumanEsophagusESCC2.70e-055.42e-020.099
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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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
∗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:0034976111EsophagusESCCresponse to endoplasmic reticulum stress192/8552256/187237.15e-221.30e-19192
GO:0006979111EsophagusESCCresponse to oxidative stress303/8552446/187237.15e-221.30e-19303
GO:0062197111EsophagusESCCcellular response to chemical stress234/8552337/187235.37e-195.97e-17234
GO:0035966111EsophagusESCCresponse to topologically incorrect protein125/8552159/187231.44e-171.27e-15125
GO:0034599111EsophagusESCCcellular response to oxidative stress197/8552288/187233.76e-152.15e-13197
GO:0006986111EsophagusESCCresponse to unfolded protein107/8552137/187237.01e-153.87e-13107
GO:0035967111EsophagusESCCcellular response to topologically incorrect protein90/8552116/187231.94e-128.11e-1190
GO:0034620111EsophagusESCCcellular response to unfolded protein74/855296/187233.10e-108.66e-0974
GO:003096818EsophagusESCCendoplasmic reticulum unfolded protein response59/855274/187231.90e-094.36e-0859
GO:003497620Oral cavityOSCCresponse to endoplasmic reticulum stress178/7305256/187232.59e-236.06e-21178
GO:000697920Oral cavityOSCCresponse to oxidative stress273/7305446/187238.35e-221.65e-19273
GO:003596620Oral cavityOSCCresponse to topologically incorrect protein117/7305159/187236.93e-198.60e-17117
GO:000698620Oral cavityOSCCresponse to unfolded protein103/7305137/187236.47e-186.50e-16103
GO:006219720Oral cavityOSCCcellular response to chemical stress204/7305337/187236.89e-165.19e-14204
GO:003459920Oral cavityOSCCcellular response to oxidative stress173/7305288/187232.90e-131.43e-11173
GO:003596720Oral cavityOSCCcellular response to topologically incorrect protein83/7305116/187231.09e-124.84e-1183
GO:003462019Oral cavityOSCCcellular response to unfolded protein71/730596/187233.45e-121.35e-1071
GO:003096815Oral cavityOSCCendoplasmic reticulum unfolded protein response55/730574/187236.91e-101.75e-0855
GO:000698619ProstateTumorresponse to unfolded protein65/3246137/187233.56e-167.50e-1465
GO:003497619ProstateTumorresponse to endoplasmic reticulum stress97/3246256/187232.92e-154.78e-1397
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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
ERMP1SNVMissense_Mutationc.2179N>Ap.Pro727Thrp.P727TQ7Z2K6protein_codingdeleterious(0)probably_damaging(0.961)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
ERMP1SNVMissense_Mutationc.1618N>Tp.Val540Phep.V540FQ7Z2K6protein_codingtolerated(0.3)benign(0.005)TCGA-AQ-A04J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
ERMP1SNVMissense_Mutationc.445N>Cp.Val149Leup.V149LQ7Z2K6protein_codingtolerated(0.32)benign(0.005)TCGA-D8-A1Y3-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicine+cyclophosphamideSD
ERMP1SNVMissense_Mutationc.2632N>Gp.Gln878Glup.Q878EQ7Z2K6protein_codingtolerated(0.54)benign(0.001)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ERMP1SNVMissense_Mutationc.1886N>Tp.Gly629Valp.G629VQ7Z2K6protein_codingtolerated(0.69)benign(0)TCGA-E9-A22E-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphaneSD
ERMP1insertionFrame_Shift_Insnovelc.1584dupTp.Asp529Terp.D529*Q7Z2K6protein_codingTCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ERMP1insertionIn_Frame_Insnovelc.2096_2097insTATTAAp.Glu699delinsAspIleLysp.E699delinsDIKQ7Z2K6protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ERMP1deletionFrame_Shift_Delnovelc.2111_2147delAACGGGACTCTGGAATATGGATCAATGGGTTTGATTAp.Lys704IlefsTer7p.K704Ifs*7Q7Z2K6protein_codingTCGA-E2-A1B6-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificAdriamycinSD
ERMP1SNVMissense_Mutationc.2522N>Gp.Ser841Cysp.S841CQ7Z2K6protein_codingtolerated(0.05)benign(0.031)TCGA-EK-A3GJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ERMP1SNVMissense_Mutationnovelc.991N>Tp.Arg331Cysp.R331CQ7Z2K6protein_codingdeleterious(0.04)possibly_damaging(0.8)TCGA-Q1-A5R2-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPR
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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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