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: GPC1

Gene summary for GPC1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GPC1

Gene ID

2817

Gene nameglypican 1
Gene Aliasglypican
Cytomap2q37.3
Gene Typeprotein-coding
GO ID

GO:0006029

UniProtAcc

P35052


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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
2817GPC1CA_HPV_1HumanCervixCC7.62e-09-2.54e-010.0264
2817GPC1CA_HPV_3HumanCervixCC3.55e-092.29e-010.0414
2817GPC1TumorHumanCervixCC1.42e-165.44e-010.1241
2817GPC1sample3HumanCervixCC2.29e-235.33e-010.1387
2817GPC1H2HumanCervixHSIL_HPV3.08e-03-1.91e-010.0632
2817GPC1T3HumanCervixCC9.70e-255.78e-010.1389
2817GPC1LZE4THumanEsophagusESCC1.09e-076.10e-020.0811
2817GPC1LZE7THumanEsophagusESCC2.03e-04-5.21e-020.0667
2817GPC1LZE8THumanEsophagusESCC1.65e-123.11e-010.067
2817GPC1LZE20THumanEsophagusESCC1.16e-08-4.56e-030.0662
2817GPC1LZE21D1HumanEsophagusHGIN2.57e-053.33e-010.0632
2817GPC1LZE24THumanEsophagusESCC4.59e-061.67e-010.0596
2817GPC1LZE21THumanEsophagusESCC1.96e-048.15e-010.0655
2817GPC1P1T-EHumanEsophagusESCC2.67e-056.21e-010.0875
2817GPC1P2T-EHumanEsophagusESCC3.45e-357.82e-010.1177
2817GPC1P4T-EHumanEsophagusESCC1.52e-156.65e-010.1323
2817GPC1P5T-EHumanEsophagusESCC2.00e-307.43e-010.1327
2817GPC1P8T-EHumanEsophagusESCC4.79e-234.00e-010.0889
2817GPC1P9T-EHumanEsophagusESCC2.21e-521.34e+000.1131
2817GPC1P10T-EHumanEsophagusESCC1.07e-541.57e+000.116
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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:00605375CervixCCmuscle tissue development76/2311403/187239.76e-051.27e-0376
GO:00147064CervixCCstriated muscle tissue development72/2311384/187231.76e-042.07e-0372
GO:19054758CervixCCregulation of protein localization to membrane36/2311175/187231.33e-031.05e-0236
GO:00075173CervixCCmuscle organ development58/2311327/187232.73e-031.85e-0258
GO:00075192CervixCCskeletal muscle tissue development30/2311155/187237.97e-034.18e-0230
GO:00359143CervixHSIL_HPVskeletal muscle cell differentiation12/73767/187231.04e-053.52e-0412
GO:00075191CervixHSIL_HPVskeletal muscle tissue development16/737155/187234.13e-046.25e-0316
GO:00605381CervixHSIL_HPVskeletal muscle organ development16/737166/187238.78e-041.13e-0216
GO:001470611CervixHSIL_HPVstriated muscle tissue development28/737384/187231.35e-031.55e-0228
GO:000751711CervixHSIL_HPVmuscle organ development24/737327/187232.65e-032.55e-0224
GO:006053712CervixHSIL_HPVmuscle tissue development28/737403/187232.72e-032.59e-0228
GO:190547518EsophagusHGINregulation of protein localization to membrane43/2587175/187239.45e-052.03e-0343
GO:00605379EsophagusHGINmuscle tissue development76/2587403/187232.67e-032.63e-0276
GO:00147068EsophagusHGINstriated muscle tissue development72/2587384/187233.94e-033.56e-0272
GO:190547519EsophagusESCCregulation of protein localization to membrane117/8552175/187231.14e-082.26e-07117
GO:00091002EsophagusESCCglycoprotein metabolic process226/8552387/187232.64e-073.94e-06226
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:00420636EsophagusESCCgliogenesis172/8552301/187233.75e-053.04e-04172
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0541820CervixCCFluid shear stress and atherosclerosis50/1267139/84655.71e-101.32e-087.81e-0950
hsa0520516CervixCCProteoglycans in cancer60/1267205/84659.13e-081.18e-067.00e-0760
hsa05418110CervixCCFluid shear stress and atherosclerosis50/1267139/84655.71e-101.32e-087.81e-0950
hsa0520517CervixCCProteoglycans in cancer60/1267205/84659.13e-081.18e-067.00e-0760
hsa0541825CervixHSIL_HPVFluid shear stress and atherosclerosis16/459139/84653.41e-032.08e-021.68e-0216
hsa0541835CervixHSIL_HPVFluid shear stress and atherosclerosis16/459139/84653.41e-032.08e-021.68e-0216
hsa0541839EsophagusHGINFluid shear stress and atherosclerosis42/1383139/84652.92e-053.81e-043.02e-0442
hsa0520528EsophagusHGINProteoglycans in cancer47/1383205/84658.23e-034.71e-023.74e-0247
hsa05418115EsophagusHGINFluid shear stress and atherosclerosis42/1383139/84652.92e-053.81e-043.02e-0442
hsa05205112EsophagusHGINProteoglycans in cancer47/1383205/84658.23e-034.71e-023.74e-0247
hsa05418211EsophagusESCCFluid shear stress and atherosclerosis109/4205139/84652.00e-123.72e-111.90e-11109
hsa0520529EsophagusESCCProteoglycans in cancer138/4205205/84651.79e-071.40e-067.15e-07138
hsa05418310EsophagusESCCFluid shear stress and atherosclerosis109/4205139/84652.00e-123.72e-111.90e-11109
hsa0520537EsophagusESCCProteoglycans in cancer138/4205205/84651.79e-071.40e-067.15e-07138
hsa0541822LiverCirrhoticFluid shear stress and atherosclerosis62/2530139/84651.53e-041.06e-036.54e-0462
hsa0520510LiverCirrhoticProteoglycans in cancer85/2530205/84652.37e-041.58e-039.75e-0485
hsa0541832LiverCirrhoticFluid shear stress and atherosclerosis62/2530139/84651.53e-041.06e-036.54e-0462
hsa0520511LiverCirrhoticProteoglycans in cancer85/2530205/84652.37e-041.58e-039.75e-0485
hsa0541842LiverHCCFluid shear stress and atherosclerosis89/4020139/84655.58e-052.88e-041.60e-0489
hsa0520521LiverHCCProteoglycans in cancer121/4020205/84655.22e-042.18e-031.21e-03121
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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
GPC1SNVMissense_Mutationnovelc.1207N>Ap.Glu403Lysp.E403KP35052protein_codingtolerated(0.08)possibly_damaging(0.566)TCGA-C5-A8XJ-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinSD
GPC1SNVMissense_Mutationnovelc.873G>Tp.Arg291Serp.R291SP35052protein_codingdeleterious(0.04)benign(0.062)TCGA-EK-A2PG-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
GPC1SNVMissense_Mutationc.1321N>Ap.Glu441Lysp.E441KP35052protein_codingdeleterious(0)probably_damaging(0.999)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GPC1SNVMissense_Mutationnovelc.1542N>Cp.Leu514Phep.L514FP35052protein_codingtolerated(0.05)benign(0.214)TCGA-VS-A953-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
GPC1deletionFrame_Shift_Delc.537delNp.Gln181SerfsTer71p.Q181Sfs*71P35052protein_codingTCGA-MA-AA42-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
GPC1SNVMissense_Mutationc.192G>Tp.Gln64Hisp.Q64HP35052protein_codingdeleterious(0.02)probably_damaging(0.992)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
GPC1SNVMissense_Mutationrs775242022c.1441G>Ap.Ala481Thrp.A481TP35052protein_codingtolerated(0.97)benign(0.05)TCGA-AD-A5EJ-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
GPC1SNVMissense_Mutationc.1300N>Ap.Ala434Thrp.A434TP35052protein_codingtolerated(0.17)possibly_damaging(0.53)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
GPC1SNVMissense_Mutationrs751991629c.979N>Ap.Ala327Thrp.A327TP35052protein_codingtolerated(0.61)benign(0.058)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
GPC1SNVMissense_Mutationrs750226747c.1162N>Ap.Asp388Asnp.D388NP35052protein_codingtolerated(0.06)benign(0.36)TCGA-CM-6678-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfluorouracilSD
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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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