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: GPC6

Gene summary for GPC6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GPC6

Gene ID

10082

Gene nameglypican 6
Gene AliasOMIMD1
Cytomap13q31.3-q32.1
Gene Typeprotein-coding
GO ID

GO:0001736

UniProtAcc

Q9Y625


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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
10082GPC6AEH-subject2HumanEndometriumAEH1.87e-052.94e-02-0.2525
10082GPC6EEC-subject1HumanEndometriumEEC4.64e-216.59e-01-0.2682
10082GPC6EEC-subject3HumanEndometriumEEC5.16e-216.62e-01-0.2525
10082GPC6EEC-subject4HumanEndometriumEEC2.21e-05-7.47e-02-0.2571
10082GPC6EEC-subject5HumanEndometriumEEC3.99e-021.99e-02-0.249
10082GPC6GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC1.85e-05-2.60e-02-0.1869
10082GPC6GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC1.80e-05-8.85e-02-0.1875
10082GPC6GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC2.28e-03-9.98e-02-0.1883
10082GPC6GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC1.59e-025.48e-02-0.1934
10082GPC6GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC1.30e-04-4.79e-02-0.1917
10082GPC6GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC1.07e-09-3.51e-02-0.1916
10082GPC6NAFLD1HumanLiverNAFLD4.58e-161.61e+00-0.04
10082GPC6S41HumanLiverCirrhotic1.52e-037.14e-01-0.0343
10082GPC6HCC1_MengHumanLiverHCC2.38e-98-1.85e-010.0246
10082GPC6HCC2_MengHumanLiverHCC4.58e-11-4.35e-010.0107
10082GPC6cirrhotic1HumanLiverCirrhotic3.58e-12-3.32e-010.0202
10082GPC6cirrhotic2HumanLiverCirrhotic7.08e-12-3.55e-010.0201
10082GPC6cirrhotic3HumanLiverCirrhotic9.63e-07-3.47e-010.0215
10082GPC6HCC2HumanLiverHCC1.67e-052.21e+000.5341
10082GPC6Pt13.aHumanLiverHCC3.49e-10-3.41e-010.021
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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
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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:00160558EndometriumAEHWnt signaling pathway85/2100444/187234.99e-071.97e-0585
GO:01987388EndometriumAEHcell-cell signaling by wnt85/2100446/187236.07e-072.29e-0585
GO:19907789EndometriumAEHprotein localization to cell periphery68/2100333/187236.38e-072.38e-0568
GO:00343299EndometriumAEHcell junction assembly78/2100420/187234.80e-061.24e-0478
GO:19018887EndometriumAEHregulation of cell junction assembly39/2100204/187235.94e-045.86e-0339
GO:19054759EndometriumAEHregulation of protein localization to membrane34/2100175/187239.62e-048.75e-0334
GO:00508086EndometriumAEHsynapse organization67/2100426/187232.67e-031.94e-0267
GO:19043759EndometriumAEHregulation of protein localization to cell periphery25/2100125/187232.84e-032.04e-0225
GO:00017385EndometriumAEHmorphogenesis of a polarized epithelium20/210094/187233.44e-032.38e-0220
GO:00990725EndometriumAEHregulation of postsynaptic membrane neurotransmitter receptor levels14/210062/187237.72e-034.33e-0214
GO:001605513EndometriumEECWnt signaling pathway90/2168444/187236.65e-083.50e-0690
GO:019873813EndometriumEECcell-cell signaling by wnt90/2168446/187238.25e-084.23e-0690
GO:199077814EndometriumEECprotein localization to cell periphery69/2168333/187239.71e-073.31e-0569
GO:003432914EndometriumEECcell junction assembly79/2168420/187238.37e-061.85e-0479
GO:190547514EndometriumEECregulation of protein localization to membrane34/2168175/187231.66e-031.30e-0234
GO:000173812EndometriumEECmorphogenesis of a polarized epithelium21/216894/187232.18e-031.63e-0221
GO:190188812EndometriumEECregulation of cell junction assembly37/2168204/187233.70e-032.48e-0237
GO:005080812EndometriumEECsynapse organization68/2168426/187233.73e-032.49e-0268
GO:190437514EndometriumEECregulation of protein localization to cell periphery25/2168125/187234.33e-032.80e-0225
GO:00600713EndometriumEECWnt signaling pathway, planar cell polarity pathway13/216852/187235.34e-033.31e-0213
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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
GPC6SNVMissense_Mutationc.146A>Tp.Tyr49Phep.Y49FQ9Y625protein_codingtolerated(0.7)benign(0.007)TCGA-A2-A0YT-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyarimidexSD
GPC6SNVMissense_Mutationrs201329039c.853N>Ap.Asp285Asnp.D285NQ9Y625protein_codingtolerated(0.12)possibly_damaging(0.779)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GPC6SNVMissense_Mutationnovelc.1586N>Ap.Ser529Tyrp.S529YQ9Y625protein_codingdeleterious(0.04)benign(0.232)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GPC6SNVMissense_Mutationc.286N>Gp.Thr96Alap.T96AQ9Y625protein_codingtolerated(1)benign(0.006)TCGA-AN-A0FV-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
GPC6SNVMissense_Mutationc.553N>Ap.Asp185Asnp.D185NQ9Y625protein_codingdeleterious(0.01)possibly_damaging(0.643)TCGA-AN-A0FY-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
GPC6SNVMissense_Mutationnovelc.1052G>Cp.Arg351Thrp.R351TQ9Y625protein_codingdeleterious(0.05)possibly_damaging(0.772)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
GPC6SNVMissense_Mutationc.252N>Tp.Glu84Aspp.E84DQ9Y625protein_codingdeleterious(0.01)possibly_damaging(0.596)TCGA-E2-A1LS-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCyclophosphamideSD
GPC6SNVMissense_Mutationnovelc.1115N>Cp.Arg372Thrp.R372TQ9Y625protein_codingdeleterious(0.05)possibly_damaging(0.456)TCGA-XX-A89A-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GPC6SNVMissense_Mutationc.1525N>Ap.Glu509Lysp.E509KQ9Y625protein_codingtolerated(0.31)possibly_damaging(0.665)TCGA-C5-A3HE-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
GPC6SNVMissense_Mutationc.214N>Cp.Glu72Glnp.E72QQ9Y625protein_codingdeleterious(0)probably_damaging(0.998)TCGA-C5-A7CH-01Cervixcervical & endocervical cancerFemale<65I/IIUnspecificSD
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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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