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: EMC10

Gene summary for EMC10

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EMC10

Gene ID

284361

Gene nameER membrane protein complex subunit 10
Gene AliasC19orf63
Cytomap19q13.33
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

Q5UCC4


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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
284361EMC10AEH-subject1HumanEndometriumAEH9.77e-09-2.52e-01-0.3059
284361EMC10AEH-subject2HumanEndometriumAEH5.29e-14-3.15e-01-0.2525
284361EMC10AEH-subject3HumanEndometriumAEH2.84e-13-3.45e-01-0.2576
284361EMC10AEH-subject4HumanEndometriumAEH1.01e-14-4.47e-01-0.2657
284361EMC10AEH-subject5HumanEndometriumAEH4.56e-18-4.49e-01-0.2953
284361EMC10EEC-subject1HumanEndometriumEEC1.28e-14-3.32e-01-0.2682
284361EMC10EEC-subject2HumanEndometriumEEC5.85e-17-3.91e-01-0.2607
284361EMC10EEC-subject3HumanEndometriumEEC1.64e-34-4.22e-01-0.2525
284361EMC10EEC-subject4HumanEndometriumEEC1.53e-11-4.03e-01-0.2571
284361EMC10EEC-subject5HumanEndometriumEEC1.46e-07-2.87e-01-0.249
284361EMC10GSM5276934HumanEndometriumEEC7.12e-15-3.38e-01-0.0913
284361EMC10GSM5276937HumanEndometriumEEC1.87e-15-4.21e-01-0.0897
284361EMC10GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC4.34e-32-3.04e-01-0.1869
284361EMC10GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC4.25e-32-2.28e-01-0.1875
284361EMC10GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC2.00e-39-1.79e-01-0.1883
284361EMC10GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC1.19e-30-1.24e-01-0.1934
284361EMC10GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC1.64e-47-2.00e-01-0.1917
284361EMC10GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC7.44e-50-2.28e-01-0.1916
284361EMC10GSM6177623_NYU_UCEC3_VisHumanEndometriumEEC1.39e-041.05e-01-0.1269
284361EMC10LZE2THumanEsophagusESCC2.31e-048.59e-010.082
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:000166710EndometriumAEHameboidal-type cell migration90/2100475/187233.73e-071.57e-0590
GO:00506738EndometriumAEHepithelial cell proliferation84/2100437/187234.88e-071.94e-0584
GO:009013014EndometriumAEHtissue migration73/2100365/187235.79e-072.20e-0573
GO:009013214EndometriumAEHepithelium migration72/2100360/187236.90e-072.55e-0572
GO:001063114EndometriumAEHepithelial cell migration71/2100357/187231.02e-063.52e-0571
GO:001063214EndometriumAEHregulation of epithelial cell migration60/2100292/187232.31e-066.77e-0560
GO:00506788EndometriumAEHregulation of epithelial cell proliferation73/2100381/187233.04e-068.44e-0573
GO:001063410EndometriumAEHpositive regulation of epithelial cell migration41/2100176/187233.79e-061.01e-0441
GO:00514039EndometriumAEHstress-activated MAPK cascade50/2100239/187239.33e-062.18e-0450
GO:00310989EndometriumAEHstress-activated protein kinase signaling cascade51/2100247/187231.12e-052.52e-0451
GO:00328728EndometriumAEHregulation of stress-activated MAPK cascade42/2100192/187231.53e-053.23e-0442
GO:00380665EndometriumAEHp38MAPK cascade18/210055/187231.77e-053.65e-0418
GO:00435428EndometriumAEHendothelial cell migration55/2100279/187232.11e-054.15e-0455
GO:00105955EndometriumAEHpositive regulation of endothelial cell migration32/2100133/187232.12e-054.15e-0432
GO:00434105EndometriumAEHpositive regulation of MAPK cascade84/2100480/187232.19e-054.25e-0484
GO:00703028EndometriumAEHregulation of stress-activated protein kinase signaling cascade42/2100195/187232.27e-054.35e-0442
GO:00105945EndometriumAEHregulation of endothelial cell migration47/2100232/187234.02e-056.91e-0447
GO:00506795EndometriumAEHpositive regulation of epithelial cell proliferation43/2100207/187234.55e-057.61e-0443
GO:009015010EndometriumAEHestablishment of protein localization to membrane51/2100260/187234.74e-057.85e-0451
GO:19007443EndometriumAEHregulation of p38MAPK cascade15/210047/187231.21e-041.67e-0315
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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
EMC10SNVMissense_Mutationnovelc.664N>Cp.Phe222Leup.F222LQ5UCC4protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-A8-A08G-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
EMC10SNVMissense_Mutationrs369893864c.551N>Tp.Ser184Leup.S184LQ5UCC4protein_codingdeleterious(0.01)possibly_damaging(0.508)TCGA-AR-A0TT-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
EMC10SNVMissense_Mutationrs200217945c.610C>Tp.Arg204Cysp.R204CQ5UCC4protein_codingdeleterious(0)probably_damaging(0.917)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
EMC10SNVMissense_Mutationrs369893864c.551C>Tp.Ser184Leup.S184LQ5UCC4protein_codingdeleterious(0.01)possibly_damaging(0.508)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
EMC10SNVMissense_Mutationnovelc.526N>Ap.Val176Metp.V176MQ5UCC4protein_codingtolerated(0.1)probably_damaging(0.916)TCGA-VS-A9UB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
EMC10SNVMissense_Mutationrs200217945c.610N>Tp.Arg204Cysp.R204CQ5UCC4protein_codingdeleterious(0)probably_damaging(0.917)TCGA-AA-3713-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilPR
EMC10SNVMissense_Mutationc.487N>Gp.Thr163Alap.T163AQ5UCC4protein_codingtolerated(0.13)benign(0.067)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
EMC10deletionFrame_Shift_Delnovelc.578delNp.Pro194GlnfsTer45p.P194Qfs*45Q5UCC4protein_codingTCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
EMC10SNVMissense_Mutationnovelc.152C>Tp.Thr51Metp.T51MQ5UCC4protein_codingtolerated(0.09)possibly_damaging(0.556)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
EMC10SNVMissense_Mutationnovelc.370G>Ap.Ala124Thrp.A124TQ5UCC4protein_codingtolerated(0.37)benign(0.012)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
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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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