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: EMP1

Gene summary for EMP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EMP1

Gene ID

2012

Gene nameepithelial membrane protein 1
Gene AliasCL-20
Cytomap12p13.1
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

A0A024RAT0


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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
2012EMP1GSM4909281HumanBreastIDC1.41e-03-3.26e-010.21
2012EMP1GSM4909285HumanBreastIDC1.79e-08-3.72e-010.21
2012EMP1GSM4909286HumanBreastIDC2.73e-12-4.63e-010.1081
2012EMP1GSM4909288HumanBreastIDC3.71e-05-5.43e-010.0988
2012EMP1GSM4909290HumanBreastIDC9.03e-03-3.40e-010.2096
2012EMP1GSM4909291HumanBreastIDC9.49e-10-5.04e-010.1753
2012EMP1GSM4909293HumanBreastIDC4.84e-14-4.40e-010.1581
2012EMP1GSM4909294HumanBreastIDC6.43e-16-4.75e-010.2022
2012EMP1GSM4909296HumanBreastIDC1.10e-11-4.13e-010.1524
2012EMP1GSM4909297HumanBreastIDC9.23e-18-4.53e-010.1517
2012EMP1GSM4909300HumanBreastIDC7.26e-045.05e-010.0334
2012EMP1GSM4909301HumanBreastIDC1.83e-29-5.57e-010.1577
2012EMP1GSM4909302HumanBreastIDC4.38e-07-3.94e-010.1545
2012EMP1GSM4909306HumanBreastIDC1.78e-06-3.80e-010.1564
2012EMP1GSM4909307HumanBreastIDC5.02e-07-3.88e-010.1569
2012EMP1GSM4909308HumanBreastIDC4.94e-14-5.01e-010.158
2012EMP1GSM4909311HumanBreastIDC8.48e-20-4.97e-010.1534
2012EMP1GSM4909312HumanBreastIDC5.05e-21-4.89e-010.1552
2012EMP1GSM4909315HumanBreastIDC2.73e-28-5.61e-010.21
2012EMP1GSM4909316HumanBreastIDC1.11e-08-5.61e-010.21
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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
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
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
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:00085445BreastPrecancerepidermis development35/1080324/187232.71e-043.96e-0335
GO:000854412BreastIDCepidermis development41/1434324/187231.03e-031.14e-0241
GO:000854422BreastDCISepidermis development40/1390324/187231.05e-031.16e-0240
GO:00085446CervixCCepidermis development83/2311324/187233.91e-118.54e-0983
GO:000854413CervixHSIL_HPVepidermis development38/737324/187231.92e-093.23e-0738
GO:000854423CervixN_HPVepidermis development21/534324/187234.32e-046.01e-0321
GO:00085447EndometriumAEHepidermis development52/2100324/187235.00e-033.14e-0252
GO:000854414EndometriumEECepidermis development53/2168324/187235.92e-033.54e-0253
GO:000854410EsophagusESCCepidermis development193/8552324/187232.87e-074.19e-06193
GO:003812718EsophagusESCCERBB signaling pathway82/8552121/187237.23e-079.40e-0682
GO:000717318EsophagusESCCepidermal growth factor receptor signaling pathway73/8552108/187233.36e-063.73e-0573
GO:00097919EsophagusESCCpost-embryonic development56/855280/187239.08e-068.71e-0556
GO:00485687EsophagusESCCembryonic organ development228/8552427/187237.28e-043.79e-03228
GO:00182124EsophagusESCCpeptidyl-tyrosine modification202/8552378/187231.34e-036.39e-03202
GO:00181084EsophagusESCCpeptidyl-tyrosine phosphorylation200/8552375/187231.60e-037.45e-03200
GO:00485694EsophagusESCCpost-embryonic animal organ development12/855215/187237.31e-032.63e-0212
GO:00512161EsophagusESCCcartilage development103/8552190/187231.08e-023.67e-02103
GO:00020623EsophagusESCCchondrocyte differentiation60/8552106/187231.53e-024.94e-0260
GO:003812715Oral cavityOSCCERBB signaling pathway76/7305121/187239.59e-081.66e-0676
GO:00085449Oral cavityOSCCepidermis development171/7305324/187232.89e-074.43e-06171
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa045109BreastIDCFocal adhesion32/867203/84658.60e-034.23e-023.17e-0232
hsa0451013BreastIDCFocal adhesion32/867203/84658.60e-034.23e-023.17e-0232
hsa0451010CervixCCFocal adhesion59/1267203/84651.53e-071.84e-061.09e-0659
hsa0451014CervixCCFocal adhesion59/1267203/84651.53e-071.84e-061.09e-0659
hsa0451023CervixHSIL_HPVFocal adhesion21/459203/84653.24e-032.02e-021.63e-0221
hsa0451033CervixHSIL_HPVFocal adhesion21/459203/84653.24e-032.02e-021.63e-0221
hsa0451015EndometriumAEHFocal adhesion58/1197203/84654.99e-087.37e-075.39e-0758
hsa0451016EndometriumAEHFocal adhesion58/1197203/84654.99e-087.37e-075.39e-0758
hsa0451024EndometriumEECFocal adhesion58/1237203/84651.61e-072.30e-061.71e-0658
hsa0451034EndometriumEECFocal adhesion58/1237203/84651.61e-072.30e-061.71e-0658
hsa0451020EsophagusESCCFocal adhesion127/4205203/84651.25e-044.99e-042.56e-04127
hsa04510111EsophagusESCCFocal adhesion127/4205203/84651.25e-044.99e-042.56e-04127
hsa0451019Oral cavityOSCCFocal adhesion128/3704203/84651.71e-081.63e-078.31e-08128
hsa04510110Oral cavityOSCCFocal adhesion128/3704203/84651.71e-081.63e-078.31e-08128
hsa0451026Oral cavityEOLPFocal adhesion60/1218203/84651.42e-081.83e-071.08e-0760
hsa0451036Oral cavityEOLPFocal adhesion60/1218203/84651.42e-081.83e-071.08e-0760
hsa0451017ProstateBPHFocal adhesion85/1718203/84651.17e-122.28e-111.41e-1185
hsa0451018ProstateBPHFocal adhesion85/1718203/84651.17e-122.28e-111.41e-1185
hsa0451025ProstateTumorFocal adhesion84/1791203/84653.44e-116.69e-104.15e-1084
hsa0451035ProstateTumorFocal adhesion84/1791203/84653.44e-116.69e-104.15e-1084
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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
EMP1SNVMissense_Mutationc.133N>Gp.Thr45Alap.T45AP54849protein_codingtolerated(0.1)benign(0.012)TCGA-E2-A1L7-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
EMP1SNVMissense_Mutationrs148486500c.98N>Tp.Thr33Metp.T33MP54849protein_codingtolerated(0.18)benign(0.197)TCGA-OL-A6VO-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
EMP1SNVMissense_Mutationnovelc.347N>Gp.Tyr116Cysp.Y116CP54849protein_codingdeleterious(0)probably_damaging(1)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
EMP1SNVMissense_Mutationc.464N>Tp.Arg155Ilep.R155IP54849protein_codingdeleterious(0)probably_damaging(0.998)TCGA-B5-A11E-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
EMP1SNVMissense_Mutationnovelc.107N>Tp.Ala36Valp.A36VP54849protein_codingtolerated(0.39)benign(0.005)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
EMP1SNVMissense_Mutationc.468N>Tp.Lys156Asnp.K156NP54849protein_codingdeleterious(0)probably_damaging(0.997)TCGA-D1-A16X-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
EMP1SNVMissense_Mutationrs201405991c.247N>Ap.Val83Metp.V83MP54849protein_codingtolerated(0.06)benign(0.176)TCGA-DF-A2KU-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
EMP1SNVMissense_Mutationnovelc.381G>Tp.Gln127Hisp.Q127HP54849protein_codingtolerated(0.12)benign(0.03)TCGA-EO-A22R-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
EMP1SNVMissense_Mutationnovelc.92N>Ap.Ser31Tyrp.S31YP54849protein_codingtolerated(0.09)possibly_damaging(0.837)TCGA-DD-AAW0-01Liverliver hepatocellular carcinomaMale<65I/IIUnknownUnknownSD
EMP1SNVMissense_Mutationrs774431121c.445G>Ap.Val149Ilep.V149IP54849protein_codingtolerated(1)benign(0.005)TCGA-F7-A624-01Oral cavityhead & neck squamous cell carcinomaMale>=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
2012EMP1NAGEFITINIBGEFITINIB16087880
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