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: PIGO

Gene summary for PIGO

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PIGO

Gene ID

84720

Gene namephosphatidylinositol glycan anchor biosynthesis class O
Gene AliasHPMRS2
Cytomap9p13.3
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q8TEQ8


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
84720PIGOHCC1_MengHumanLiverHCC3.58e-467.15e-020.0246
84720PIGOHCC2_MengHumanLiverHCC1.50e-031.49e-030.0107
84720PIGOS014HumanLiverHCC5.94e-094.13e-010.2254
84720PIGOS015HumanLiverHCC3.38e-145.94e-010.2375
84720PIGOS016HumanLiverHCC4.89e-185.60e-010.2243
84720PIGOS028HumanLiverHCC7.45e-032.03e-010.2503
84720PIGOS029HumanLiverHCC4.94e-062.47e-010.2581
84720PIGOC04HumanOral cavityOSCC2.45e-113.35e-010.2633
84720PIGOC21HumanOral cavityOSCC1.30e-205.06e-010.2678
84720PIGOC30HumanOral cavityOSCC7.41e-371.05e+000.3055
84720PIGOC38HumanOral cavityOSCC1.84e-147.95e-010.172
84720PIGOC43HumanOral cavityOSCC1.83e-041.36e-010.1704
84720PIGOC46HumanOral cavityOSCC6.76e-152.57e-010.1673
84720PIGOC51HumanOral cavityOSCC4.98e-041.86e-010.2674
84720PIGOC57HumanOral cavityOSCC3.15e-071.97e-010.1679
84720PIGOC06HumanOral cavityOSCC6.22e-044.76e-010.2699
84720PIGOC08HumanOral cavityOSCC3.77e-101.91e-010.1919
84720PIGOLN22HumanOral cavityOSCC2.01e-022.54e-010.1733
84720PIGOLN38HumanOral cavityOSCC1.54e-035.97e-010.168
84720PIGOLN46HumanOral cavityOSCC5.11e-051.78e-010.1666
Page: 1 2 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:00086542LiverHCCphospholipid biosynthetic process150/7958253/187234.77e-081.03e-06150
GO:00066444LiverHCCphospholipid metabolic process214/7958383/187237.25e-081.48e-06214
GO:004648611LiverHCCglycerolipid metabolic process215/7958392/187234.54e-077.49e-06215
GO:00421571LiverHCClipoprotein metabolic process86/7958135/187235.21e-078.38e-0686
GO:004501711LiverHCCglycerolipid biosynthetic process143/7958252/187233.27e-064.31e-05143
GO:00066504LiverHCCglycerophospholipid metabolic process168/7958306/187237.27e-068.62e-05168
GO:004647411LiverHCCglycerophospholipid biosynthetic process121/7958211/187239.12e-061.06e-04121
GO:00066431LiverHCCmembrane lipid metabolic process115/7958203/187233.17e-053.22e-04115
GO:00421581LiverHCClipoprotein biosynthetic process58/795896/187232.99e-042.13e-0358
GO:00064971LiverHCCprotein lipidation55/795892/187236.12e-043.82e-0355
GO:0046467LiverHCCmembrane lipid biosynthetic process78/7958142/187231.85e-039.46e-0378
GO:0006664LiverHCCglycolipid metabolic process57/7958100/187232.40e-031.17e-0257
GO:0006506LiverHCCGPI anchor biosynthetic process22/795832/187232.43e-031.18e-0222
GO:1903509LiverHCCliposaccharide metabolic process57/7958101/187233.25e-031.49e-0257
GO:0006505LiverHCCGPI anchor metabolic process22/795833/187234.38e-031.90e-0222
GO:0006661LiverHCCphosphatidylinositol biosynthetic process69/7958131/187231.19e-024.35e-0269
GO:00066432Oral cavityOSCCmembrane lipid metabolic process111/7305203/187234.02e-064.69e-05111
GO:00421572Oral cavityOSCClipoprotein metabolic process77/7305135/187231.61e-051.60e-0477
GO:00064972Oral cavityOSCCprotein lipidation56/730592/187231.77e-051.72e-0456
GO:00086543Oral cavityOSCCphospholipid biosynthetic process130/7305253/187233.96e-053.46e-04130
Page: 1 2 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa00563LiverHCCGlycosylphosphatidylinositol (GPI)-anchor biosynthesis18/402026/84652.08e-024.81e-022.68e-0218
hsa005631LiverHCCGlycosylphosphatidylinositol (GPI)-anchor biosynthesis18/402026/84652.08e-024.81e-022.68e-0218
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
PIGOSNVMissense_Mutationnovelc.3092C>Ap.Ala1031Aspp.A1031DQ8TEQ8protein_codingdeleterious(0)probably_damaging(0.998)TCGA-B6-A408-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
PIGOSNVMissense_Mutationc.337A>Gp.Ile113Valp.I113VQ8TEQ8protein_codingtolerated(0.23)benign(0)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PIGOSNVMissense_Mutationnovelc.2941N>Cp.Asp981Hisp.D981HQ8TEQ8protein_codingtolerated(0.05)benign(0.026)TCGA-XX-A89A-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PIGOinsertionNonsense_Mutationnovelc.1052_1053insACTGTAAGGAGGTTGGGCTGATAGGCATGTGAGTGTGTATGAGAATp.Glu352LeufsTer2p.E352Lfs*2Q8TEQ8protein_codingTCGA-A8-A07J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
PIGOinsertionIn_Frame_Insnovelc.1325_1326insCTTp.Ser442_Trp443insPhep.S442_W443insFQ8TEQ8protein_codingTCGA-AQ-A04J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
PIGOinsertionFrame_Shift_Insnovelc.1323_1324insGCCAGGGCCACCCCCTp.Ser442AlafsTer69p.S442Afs*69Q8TEQ8protein_codingTCGA-AQ-A04J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
PIGOdeletionFrame_Shift_Delc.199_205delNNNNNNNp.Phe67GlyfsTer6p.F67Gfs*6Q8TEQ8protein_codingTCGA-E9-A1R5-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
PIGOdeletionFrame_Shift_Delnovelc.2416delGp.Glu806ArgfsTer7p.E806Rfs*7Q8TEQ8protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
PIGOSNVMissense_Mutationrs767554501c.676N>Ap.Val226Metp.V226MQ8TEQ8protein_codingdeleterious(0.04)benign(0.149)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PIGOSNVMissense_Mutationrs763001837c.3104G>Ap.Arg1035Hisp.R1035HQ8TEQ8protein_codingdeleterious(0)probably_damaging(0.998)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 

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