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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: PGAP1

Gene summary for PGAP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PGAP1

Gene ID

80055

Gene namepost-GPI attachment to proteins inositol deacylase 1
Gene AliasBst1
Cytomap2q33.1
Gene Typeprotein-coding
GO ID

GO:0003002

UniProtAcc

Q75T13


Top

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
80055PGAP1HTA11_3410_2000001011HumanColorectumAD2.02e-02-2.85e-010.0155
80055PGAP1HTA11_2487_2000001011HumanColorectumSER1.41e-06-5.37e-01-0.1808
80055PGAP1HTA11_3361_2000001011HumanColorectumAD3.97e-04-5.15e-01-0.1207
80055PGAP1HTA11_83_2000001011HumanColorectumSER1.33e-05-5.97e-01-0.1526
80055PGAP1HTA11_696_2000001011HumanColorectumAD1.22e-13-4.70e-01-0.1464
80055PGAP1HTA11_866_2000001011HumanColorectumAD1.62e-11-4.85e-01-0.1001
80055PGAP1HTA11_2992_2000001011HumanColorectumSER4.81e-02-6.06e-01-0.1706
80055PGAP1HTA11_5212_2000001011HumanColorectumAD4.39e-04-6.66e-01-0.2061
80055PGAP1HTA11_10711_2000001011HumanColorectumAD1.41e-03-4.68e-010.0338
80055PGAP1HTA11_7696_3000711011HumanColorectumAD2.67e-14-5.11e-010.0674
80055PGAP1HTA11_6818_2000001011HumanColorectumAD1.08e-03-6.13e-010.0112
80055PGAP1HTA11_99999971662_82457HumanColorectumMSS3.56e-04-3.21e-010.3859
80055PGAP1HTA11_99999973899_84307HumanColorectumMSS5.45e-03-5.04e-010.2585
80055PGAP1HTA11_99999974143_84620HumanColorectumMSS2.19e-20-5.55e-010.3005
80055PGAP1F007HumanColorectumFAP5.58e-04-4.14e-010.1176
80055PGAP1A015-C-203HumanColorectumFAP1.39e-24-4.03e-01-0.1294
80055PGAP1A015-C-204HumanColorectumFAP9.42e-08-3.72e-01-0.0228
80055PGAP1A014-C-040HumanColorectumFAP5.30e-04-4.42e-01-0.1184
80055PGAP1A002-C-201HumanColorectumFAP8.73e-10-2.39e-010.0324
80055PGAP1A001-C-119HumanColorectumFAP4.49e-05-3.64e-01-0.1557
Page: 1 2 3 4 5 6 7 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal 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
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
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:0048193ColorectumADGolgi vesicle transport109/3918296/187231.80e-101.68e-08109
GO:0032388ColorectumADpositive regulation of intracellular transport74/3918202/187231.83e-077.80e-0674
GO:0032386ColorectumADregulation of intracellular transport109/3918337/187235.33e-071.95e-05109
GO:0006888ColorectumADendoplasmic reticulum to Golgi vesicle-mediated transport44/3918130/187234.13e-044.68e-0344
GO:0006650ColorectumADglycerophospholipid metabolic process83/3918306/187235.40e-033.55e-0283
GO:0006644ColorectumADphospholipid metabolic process101/3918383/187235.80e-033.67e-02101
GO:0045017ColorectumADglycerolipid biosynthetic process69/3918252/187238.33e-034.88e-0269
GO:00323861ColorectumSERregulation of intracellular transport89/2897337/187231.34e-077.96e-0689
GO:00481931ColorectumSERGolgi vesicle transport79/2897296/187234.20e-072.15e-0579
GO:00323881ColorectumSERpositive regulation of intracellular transport59/2897202/187234.98e-072.48e-0559
GO:00068881ColorectumSERendoplasmic reticulum to Golgi vesicle-mediated transport34/2897130/187231.13e-031.29e-0234
GO:0046486ColorectumSERglycerolipid metabolic process82/2897392/187232.26e-032.17e-0282
GO:00066441ColorectumSERphospholipid metabolic process79/2897383/187233.94e-033.24e-0279
GO:00450171ColorectumSERglycerolipid biosynthetic process55/2897252/187234.47e-033.56e-0255
GO:00066501ColorectumSERglycerophospholipid metabolic process64/2897306/187236.41e-034.60e-0264
GO:00481932ColorectumMSSGolgi vesicle transport101/3467296/187239.09e-119.77e-09101
GO:00323882ColorectumMSSpositive regulation of intracellular transport70/3467202/187233.32e-081.82e-0670
GO:00323862ColorectumMSSregulation of intracellular transport102/3467337/187239.73e-084.71e-06102
GO:00068882ColorectumMSSendoplasmic reticulum to Golgi vesicle-mediated transport44/3467130/187232.17e-054.60e-0444
GO:00481934ColorectumFAPGolgi vesicle transport77/2622296/187232.86e-082.62e-0677
Page: 1 2 3 4 5 6 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa005632EsophagusESCCGlycosylphosphatidylinositol (GPI)-anchor biosynthesis21/420526/84651.10e-033.42e-031.75e-0321
hsa0056311EsophagusESCCGlycosylphosphatidylinositol (GPI)-anchor biosynthesis21/420526/84651.10e-033.42e-031.75e-0321
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
PGAP1SNVMissense_Mutationc.2161N>Tp.Leu721Phep.L721FQ75T13protein_codingtolerated(0.09)benign(0.4)TCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PGAP1SNVMissense_Mutationc.812N>Tp.Ser271Leup.S271LQ75T13protein_codingdeleterious(0)possibly_damaging(0.858)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
PGAP1SNVMissense_Mutationc.329N>Cp.Arg110Thrp.R110TQ75T13protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
PGAP1SNVMissense_Mutationc.1371N>Ap.Phe457Leup.F457LQ75T13protein_codingtolerated(0.21)probably_damaging(0.931)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PGAP1SNVMissense_Mutationc.945N>Tp.Lys315Asnp.K315NQ75T13protein_codingdeleterious(0.03)probably_damaging(0.987)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PGAP1SNVMissense_Mutationc.1520N>Ap.Ile507Asnp.I507NQ75T13protein_codingdeleterious(0)benign(0.394)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PGAP1SNVMissense_Mutationc.2336N>Cp.Val779Alap.V779AQ75T13protein_codingtolerated(0.75)benign(0)TCGA-BH-A0DQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
PGAP1SNVMissense_Mutationc.1339C>Tp.Arg447Cysp.R447CQ75T13protein_codingdeleterious(0.04)benign(0.083)TCGA-BH-A1EY-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
PGAP1SNVMissense_Mutationc.2621T>Cp.Ile874Thrp.I874TQ75T13protein_codingdeleterious(0.01)benign(0.022)TCGA-E2-A1IG-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
PGAP1SNVMissense_Mutationnovelc.2111C>Ap.Ser704Tyrp.S704YQ75T13protein_codingtolerated(0.23)benign(0.049)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
Page: 1 2 3 4 5 6 7 8 9 10 11 

Top

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
Page: 1