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: PIGX

Gene summary for PIGX

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PIGX

Gene ID

54965

Gene namephosphatidylinositol glycan anchor biosynthesis class X
Gene AliasPIG-X
Cytomap3q29
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q8TBF5


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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
54965PIGXCCI_2HumanCervixCC7.57e-091.13e+000.5249
54965PIGXTumorHumanCervixCC1.16e-113.78e-010.1241
54965PIGXsample3HumanCervixCC3.68e-093.80e-010.1387
54965PIGXT3HumanCervixCC2.09e-123.57e-010.1389
54965PIGXLZE2THumanEsophagusESCC8.68e-054.77e-010.082
54965PIGXLZE4THumanEsophagusESCC5.81e-132.89e-010.0811
54965PIGXLZE7THumanEsophagusESCC9.51e-072.64e-010.0667
54965PIGXLZE8THumanEsophagusESCC1.00e-042.17e-010.067
54965PIGXLZE20THumanEsophagusESCC3.12e-042.75e-010.0662
54965PIGXLZE21D1HumanEsophagusHGIN6.37e-036.41e-010.0632
54965PIGXLZE22THumanEsophagusESCC8.01e-087.80e-010.068
54965PIGXLZE24THumanEsophagusESCC1.12e-205.50e-010.0596
54965PIGXLZE21THumanEsophagusESCC3.69e-086.72e-010.0655
54965PIGXLZE6THumanEsophagusESCC9.95e-031.67e-010.0845
54965PIGXP1T-EHumanEsophagusESCC1.11e-151.29e+000.0875
54965PIGXP2T-EHumanEsophagusESCC1.16e-911.66e+000.1177
54965PIGXP4T-EHumanEsophagusESCC2.26e-531.16e+000.1323
54965PIGXP5T-EHumanEsophagusESCC3.85e-267.11e-010.1327
54965PIGXP8T-EHumanEsophagusESCC4.98e-265.41e-010.0889
54965PIGXP9T-EHumanEsophagusESCC5.82e-399.66e-010.1131
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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
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
∗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:00086544EsophagusESCCphospholipid biosynthetic process162/8552253/187232.59e-095.73e-08162
GO:00464744EsophagusESCCglycerophospholipid biosynthetic process135/8552211/187235.75e-081.02e-06135
GO:00066433EsophagusESCCmembrane lipid metabolic process130/8552203/187239.29e-081.54e-06130
GO:00450175EsophagusESCCglycerolipid biosynthetic process154/8552252/187235.20e-076.96e-06154
GO:00066446EsophagusESCCphospholipid metabolic process218/8552383/187235.37e-065.59e-05218
GO:00464673EsophagusESCCmembrane lipid biosynthetic process91/8552142/187237.19e-067.19e-0591
GO:00421573EsophagusESCClipoprotein metabolic process86/8552135/187231.78e-051.57e-0486
GO:00064973EsophagusESCCprotein lipidation62/855292/187232.08e-051.80e-0462
GO:00421583EsophagusESCClipoprotein biosynthetic process64/855296/187232.61e-052.20e-0464
GO:00065063EsophagusESCCGPI anchor biosynthetic process26/855232/187233.97e-053.21e-0426
GO:00066505EsophagusESCCglycerophospholipid metabolic process174/8552306/187234.92e-053.85e-04174
GO:00065053EsophagusESCCGPI anchor metabolic process26/855233/187231.06e-047.43e-0426
GO:00066642EsophagusESCCglycolipid metabolic process63/8552100/187233.55e-042.06e-0363
GO:19035092EsophagusESCCliposaccharide metabolic process63/8552101/187235.25e-042.90e-0363
GO:00464864EsophagusESCCglycerolipid metabolic process211/8552392/187236.51e-043.46e-03211
GO:0009247EsophagusESCCglycolipid biosynthetic process42/855268/187235.48e-032.05e-0242
GO:00066611EsophagusESCCphosphatidylinositol biosynthetic process73/8552131/187231.31e-024.28e-0273
GO:0042157LiverCirrhoticlipoprotein metabolic process53/4634135/187231.32e-041.29e-0353
GO:0006643LiverCirrhoticmembrane lipid metabolic process69/4634203/187231.89e-031.19e-0269
GO:0042158LiverCirrhoticlipoprotein biosynthetic process36/463496/187233.69e-032.03e-0236
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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
hsa00563LiverHCCGlycosylphosphatidylinositol (GPI)-anchor biosynthesis18/402026/84652.08e-024.81e-022.68e-0218
hsa005631LiverHCCGlycosylphosphatidylinositol (GPI)-anchor biosynthesis18/402026/84652.08e-024.81e-022.68e-0218
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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
PIGXSNVMissense_Mutationnovelc.763C>Tp.Leu255Phep.L255Fprotein_codingtolerated(0.11)benign(0.16)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PIGXSNVMissense_Mutationc.235N>Gp.Leu79Valp.L79Vprotein_codingtolerated(0.95)benign(0.108)TCGA-LP-A5U2-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
PIGXSNVMissense_Mutationc.808N>Cp.Lys270Glnp.K270Qprotein_codingdeleterious(0)possibly_damaging(0.837)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
PIGXSNVMissense_Mutationnovelc.178G>Tp.Asp60Tyrp.D60Yprotein_codingdeleterious(0)probably_damaging(0.917)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
PIGXSNVMissense_Mutationc.235N>Ap.Leu79Ilep.L79Iprotein_codingdeleterious(0.04)benign(0.359)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
PIGXSNVMissense_Mutationnovelc.426N>Ap.Phe142Leup.F142Lprotein_codingdeleterious(0)benign(0.395)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PIGXSNVMissense_Mutationnovelc.452G>Ap.Arg151Hisp.R151Hprotein_codingdeleterious(0)possibly_damaging(0.908)TCGA-AJ-A8CT-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PIGXSNVMissense_Mutationc.325A>Cp.Met109Leup.M109Lprotein_codingtolerated(0.96)benign(0.003)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PIGXSNVMissense_Mutationnovelc.327N>Tp.Met109Ilep.M109Iprotein_codingtolerated(0.23)benign(0.006)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PIGXSNVMissense_Mutationnovelc.430N>Ap.Ala144Thrp.A144Tprotein_codingtolerated(0.08)benign(0.106)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
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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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