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: PMP22

Gene summary for PMP22

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PMP22

Gene ID

5376

Gene nameperipheral myelin protein 22
Gene AliasCIDP
Cytomap17p12
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

Q01453


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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
5376PMP22GSM4909281HumanBreastIDC1.03e-185.27e-010.21
5376PMP22GSM4909304HumanBreastIDC6.33e-104.59e-010.1636
5376PMP22GSM4909307HumanBreastIDC8.49e-165.35e-010.1569
5376PMP22GSM4909308HumanBreastIDC9.57e-165.27e-010.158
5376PMP22GSM4909311HumanBreastIDC2.80e-02-2.84e-020.1534
5376PMP22GSM4909312HumanBreastIDC7.81e-032.57e-010.1552
5376PMP22GSM4909319HumanBreastIDC2.30e-08-7.60e-030.1563
5376PMP22brca2HumanBreastPrecancer1.17e-042.37e-01-0.024
5376PMP22DCIS2HumanBreastDCIS2.20e-08-3.34e-020.0085
5376PMP22P2T-EHumanEsophagusESCC7.32e-202.46e-010.1177
5376PMP22P4T-EHumanEsophagusESCC2.06e-111.10e+000.1323
5376PMP22P5T-EHumanEsophagusESCC1.61e-034.12e-010.1327
5376PMP22P8T-EHumanEsophagusESCC3.80e-026.14e-010.0889
5376PMP22P9T-EHumanEsophagusESCC2.05e-171.22e+000.1131
5376PMP22P10T-EHumanEsophagusESCC1.29e-361.08e+000.116
5376PMP22P11T-EHumanEsophagusESCC2.62e-212.23e+000.1426
5376PMP22P12T-EHumanEsophagusESCC2.59e-261.06e+000.1122
5376PMP22P15T-EHumanEsophagusESCC5.58e-043.92e-010.1149
5376PMP22P16T-EHumanEsophagusESCC1.07e-174.92e-010.1153
5376PMP22P19T-EHumanEsophagusESCC9.75e-152.61e+000.1662
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:00425524EsophagusESCCmyelination85/8552134/187232.51e-052.13e-0485
GO:00072724EsophagusESCCensheathment of neurons86/8552136/187232.68e-052.24e-0486
GO:00083664EsophagusESCCaxon ensheathment86/8552136/187232.68e-052.24e-0486
GO:001097516EsophagusESCCregulation of neuron projection development240/8552445/187232.48e-041.53e-03240
GO:0042552LiverCirrhoticmyelination46/4634134/187238.04e-033.77e-0246
GO:0007272LiverCirrhoticensheathment of neurons46/4634136/187231.08e-024.75e-0246
GO:0008366LiverCirrhoticaxon ensheathment46/4634136/187231.08e-024.75e-0246
GO:001097511LiverHCCregulation of neuron projection development220/7958445/187231.68e-038.78e-03220
GO:00072721LiverHCCensheathment of neurons72/7958136/187238.87e-033.44e-0272
GO:00083661LiverHCCaxon ensheathment72/7958136/187238.87e-033.44e-0272
GO:00425521LiverHCCmyelination71/7958134/187239.08e-033.49e-0271
GO:001097510Oral cavityOSCCregulation of neuron projection development210/7305445/187232.35e-041.52e-03210
GO:00072723Oral cavityOSCCensheathment of neurons72/7305136/187236.59e-043.70e-0372
GO:00083663Oral cavityOSCCaxon ensheathment72/7305136/187236.59e-043.70e-0372
GO:00425523Oral cavityOSCCmyelination71/7305134/187236.93e-043.86e-0371
GO:00313458Oral cavityOSCCnegative regulation of cell projection organization89/7305186/187238.51e-033.09e-0289
GO:001097515Oral cavityEOLPregulation of neuron projection development86/2218445/187232.75e-066.05e-0586
GO:000727211Oral cavityEOLPensheathment of neurons27/2218136/187234.73e-032.54e-0227
GO:000836611Oral cavityEOLPaxon ensheathment27/2218136/187234.73e-032.54e-0227
GO:004255211Oral cavityEOLPmyelination26/2218134/187237.48e-033.61e-0226
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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
PMP22SNVMissense_Mutationnovelc.259N>Ap.Leu87Ilep.L87IQ01453protein_codingdeleterious(0)probably_damaging(0.998)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PMP22SNVMissense_Mutationc.249C>Gp.Phe83Leup.F83LQ01453protein_codingdeleterious(0)probably_damaging(0.992)TCGA-IR-A3LH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PMP22SNVMissense_Mutationc.361N>Tp.His121Tyrp.H121YQ01453protein_codingtolerated(0.77)benign(0.007)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
PMP22SNVMissense_Mutationc.143N>Ap.Gly48Glup.G48EQ01453protein_codingtolerated(0.57)possibly_damaging(0.782)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PMP22SNVMissense_Mutationrs750000952c.103N>Ap.Ala35Thrp.A35TQ01453protein_codingtolerated(0.73)benign(0.003)TCGA-G4-6302-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PMP22insertionFrame_Shift_Insnovelc.289_290insTp.Tyr97LeufsTer126p.Y97Lfs*126Q01453protein_codingTCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
PMP22SNVMissense_Mutationc.448N>Ap.Gly150Serp.G150SQ01453protein_codingdeleterious(0.04)probably_damaging(1)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
PMP22SNVMissense_Mutationrs749165928c.475N>Tp.Arg159Cysp.R159CQ01453protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
PMP22SNVMissense_Mutationnovelc.340N>Ap.Ala114Thrp.A114TQ01453protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AX-A0IZ-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PMP22SNVMissense_Mutationc.191C>Ap.Ser64Tyrp.S64YQ01453protein_codingdeleterious(0)probably_damaging(0.93)TCGA-D1-A176-01Endometriumuterine 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
5376PMP22DRUGGABLE GENOME, TRANSPORTERPROGESTERONEPROGESTERONE9751213
5376PMP22DRUGGABLE GENOME, TRANSPORTERKETOPROFENKETOPROFEN
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