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: PIK3CA

Gene summary for PIK3CA

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PIK3CA

Gene ID

5290

Gene namephosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit alpha
Gene AliasCLAPO
Cytomap3q26.32
Gene Typeprotein-coding
GO ID

GO:0001101

UniProtAcc

P42336


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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
5290PIK3CACA_HPV_2HumanCervixCC6.44e-063.23e-010.0391
5290PIK3CACCI_2HumanCervixCC3.01e-091.19e+000.5249
5290PIK3CACCI_3HumanCervixCC8.00e-056.32e-010.516
5290PIK3CAHCC1_MengHumanLiverHCC7.90e-281.41e-020.0246
5290PIK3CAHCC2_MengHumanLiverHCC8.04e-251.29e-010.0107
5290PIK3CAHCC1HumanLiverHCC6.95e-103.40e+000.5336
5290PIK3CAHCC2HumanLiverHCC1.23e-133.78e+000.5341
5290PIK3CAS028HumanLiverHCC9.79e-073.87e-010.2503
5290PIK3CAS029HumanLiverHCC2.66e-043.62e-010.2581
5290PIK3CAmale-WTAHumanThyroidPTC3.74e-135.74e-020.1037
5290PIK3CAPTC01HumanThyroidPTC2.99e-124.20e-020.1899
5290PIK3CAPTC04HumanThyroidPTC2.28e-162.51e-010.1927
5290PIK3CAPTC05HumanThyroidPTC3.40e-114.25e-010.2065
5290PIK3CAPTC06HumanThyroidPTC9.79e-154.11e-010.2057
5290PIK3CAPTC07HumanThyroidPTC8.04e-182.27e-010.2044
5290PIK3CAATC09HumanThyroidATC4.79e-051.50e-010.2871
5290PIK3CAATC11HumanThyroidATC1.53e-054.32e-010.3386
5290PIK3CAATC12HumanThyroidATC1.44e-088.02e-020.34
5290PIK3CAATC13HumanThyroidATC1.25e-437.28e-010.34
5290PIK3CAATC1HumanThyroidATC4.24e-062.20e-010.2878
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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
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
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:004206010CervixCCwound healing109/2311422/187231.84e-141.57e-11109
GO:000701510CervixCCactin filament organization109/2311442/187234.92e-132.45e-10109
GO:00453339CervixCCcellular respiration66/2311230/187232.07e-115.39e-0966
GO:009013210CervixCCepithelium migration90/2311360/187232.45e-116.11e-0990
GO:00016679CervixCCameboidal-type cell migration110/2311475/187232.66e-116.36e-09110
GO:001063110CervixCCepithelial cell migration89/2311357/187233.72e-118.54e-0989
GO:003297010CervixCCregulation of actin filament-based process96/2311397/187234.00e-118.54e-0996
GO:009013010CervixCCtissue migration90/2311365/187235.42e-111.05e-0890
GO:190290310CervixCCregulation of supramolecular fiber organization92/2311383/187231.49e-102.48e-0892
GO:002240710CervixCCregulation of cell-cell adhesion103/2311448/187231.78e-102.87e-08103
GO:004578510CervixCCpositive regulation of cell adhesion101/2311437/187231.96e-103.08e-08101
GO:003295610CervixCCregulation of actin cytoskeleton organization86/2311358/187235.90e-107.51e-0886
GO:00421108CervixCCT cell activation107/2311487/187231.24e-091.46e-07107
GO:00508638CervixCCregulation of T cell activation80/2311329/187231.28e-091.47e-0780
GO:00060919CervixCCgeneration of precursor metabolites and energy105/2311490/187237.40e-096.61e-07105
GO:00071598CervixCCleukocyte cell-cell adhesion85/2311371/187238.27e-097.07e-0785
GO:003367410CervixCCpositive regulation of kinase activity101/2311467/187238.66e-097.22e-07101
GO:00071738CervixCCepidermal growth factor receptor signaling pathway36/2311108/187231.04e-088.44e-0736
GO:00159809CervixCCenergy derivation by oxidation of organic compounds74/2311318/187233.83e-082.53e-0674
GO:011005310CervixCCregulation of actin filament organization67/2311278/187234.01e-082.54e-0667
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0401512CervixCCRap1 signaling pathway56/1267210/84656.23e-065.61e-053.32e-0556
hsa0466612CervixCCFc gamma R-mediated phagocytosis31/126797/84651.78e-051.42e-048.40e-0531
hsa0517016CervixCCHuman immunodeficiency virus 1 infection55/1267212/84651.80e-051.42e-048.40e-0555
hsa0401210CervixCCErbB signaling pathway28/126785/84652.40e-051.82e-041.08e-0428
hsa0513516CervixCCYersinia infection39/1267137/84653.27e-052.41e-041.42e-0439
hsa052226CervixCCSmall cell lung cancer29/126792/84654.38e-053.09e-041.83e-0429
hsa0407110CervixCCSphingolipid signaling pathway35/1267121/84655.70e-053.93e-042.32e-0435
hsa043609CervixCCAxon guidance47/1267182/84658.13e-055.38e-043.18e-0447
hsa0521010CervixCCColorectal cancer27/126786/84658.60e-055.57e-043.30e-0427
hsa052148CervixCCGlioma24/126775/84651.51e-049.20e-045.44e-0424
hsa051657CervixCCHuman papillomavirus infection74/1267331/84651.70e-041.02e-036.03e-0474
hsa052128CervixCCPancreatic cancer24/126776/84651.89e-041.11e-036.55e-0424
hsa04664CervixCCFc epsilon RI signaling pathway22/126768/84652.35e-041.31e-037.77e-0422
hsa0516414CervixCCInfluenza A43/1267171/84653.03e-041.64e-039.68e-0443
hsa0491918CervixCCThyroid hormone signaling pathway33/1267121/84653.11e-041.65e-039.78e-0433
hsa042109CervixCCApoptosis36/1267136/84653.21e-041.68e-039.91e-0436
hsa051465CervixCCAmoebiasis29/1267102/84653.31e-041.70e-031.01e-0329
hsa015223CervixCCEndocrine resistance28/126798/84653.82e-041.87e-031.11e-0328
hsa0472214CervixCCNeurotrophin signaling pathway32/1267119/84655.01e-042.42e-031.43e-0332
hsa0510020CervixCCBacterial invasion of epithelial cells23/126777/84656.25e-042.93e-031.73e-0323
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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
PIK3CASNVMissense_Mutationrs121913273c.1624G>Ap.Glu542Lysp.E542KP42336protein_codingdeleterious(0.04)probably_damaging(0.912)TCGA-3C-AALK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
PIK3CASNVMissense_Mutationc.3012G>Tp.Met1004Ilep.M1004IP42336protein_codingdeleterious(0.01)benign(0.047)TCGA-3C-AALK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
PIK3CASNVMissense_Mutationrs121913279c.3140A>Tp.His1047Leup.H1047LP42336protein_codingtolerated(0.44)benign(0.007)TCGA-5L-AAT0-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
PIK3CASNVMissense_Mutationrs121913287c.263G>Ap.Arg88Glnp.R88QP42336protein_codingtolerated(0.06)probably_damaging(0.971)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
PIK3CASNVMissense_Mutationrs121913273c.1624G>Ap.Glu542Lysp.E542KP42336protein_codingdeleterious(0.04)probably_damaging(0.912)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
PIK3CASNVMissense_Mutationrs867262025c.2176N>Ap.Glu726Lysp.E726KP42336protein_codingtolerated(0.36)benign(0.396)TCGA-A1-A0SI-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PIK3CASNVMissense_Mutationrs121913279c.3140N>Gp.His1047Argp.H1047RP42336protein_codingtolerated(0.11)benign(0.085)TCGA-A1-A0SI-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PIK3CASNVMissense_Mutationrs121913273c.1624N>Ap.Glu542Lysp.E542KP42336protein_codingdeleterious(0.04)probably_damaging(0.912)TCGA-A2-A04N-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
PIK3CASNVMissense_Mutationrs121913287c.263N>Ap.Arg88Glnp.R88QP42336protein_codingtolerated(0.06)probably_damaging(0.971)TCGA-A2-A04P-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxolPD
PIK3CASNVMissense_Mutationrs121913281c.3139N>Tp.His1047Tyrp.H1047YP42336protein_codingtolerated(1)benign(0)TCGA-A2-A04T-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
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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
5290PIK3CAPHOSPHATIDYLINOSITOL 3 KINASE, DRUGGABLE GENOME, CLINICALLY ACTIONABLE, KINASE, ENZYME, SERINE THREONINE KINASE, DRUG RESISTANCEinhibitor249565638ALPELISIB
5290PIK3CAPHOSPHATIDYLINOSITOL 3 KINASE, DRUGGABLE GENOME, CLINICALLY ACTIONABLE, KINASE, ENZYME, SERINE THREONINE KINASE, DRUG RESISTANCEinhibitorINK-1117INK-1117
5290PIK3CAPHOSPHATIDYLINOSITOL 3 KINASE, DRUGGABLE GENOME, CLINICALLY ACTIONABLE, KINASE, ENZYME, SERINE THREONINE KINASE, DRUG RESISTANCEinhibitor354702297GSK-1059615
5290PIK3CAPHOSPHATIDYLINOSITOL 3 KINASE, DRUGGABLE GENOME, CLINICALLY ACTIONABLE, KINASE, ENZYME, SERINE THREONINE KINASE, DRUG RESISTANCEMS41726058079
5290PIK3CAPHOSPHATIDYLINOSITOL 3 KINASE, DRUGGABLE GENOME, CLINICALLY ACTIONABLE, KINASE, ENZYME, SERINE THREONINE KINASE, DRUG RESISTANCEOlaparibOLAPARIB26909613
5290PIK3CAPHOSPHATIDYLINOSITOL 3 KINASE, DRUGGABLE GENOME, CLINICALLY ACTIONABLE, KINASE, ENZYME, SERINE THREONINE KINASE, DRUG RESISTANCENSC-79888CHEMBL193943322212721
5290PIK3CAPHOSPHATIDYLINOSITOL 3 KINASE, DRUGGABLE GENOME, CLINICALLY ACTIONABLE, KINASE, ENZYME, SERINE THREONINE KINASE, DRUG RESISTANCECH-5132799PA-799
5290PIK3CAPHOSPHATIDYLINOSITOL 3 KINASE, DRUGGABLE GENOME, CLINICALLY ACTIONABLE, KINASE, ENZYME, SERINE THREONINE KINASE, DRUG RESISTANCEinhibitor381118806ACALISIB
5290PIK3CAPHOSPHATIDYLINOSITOL 3 KINASE, DRUGGABLE GENOME, CLINICALLY ACTIONABLE, KINASE, ENZYME, SERINE THREONINE KINASE, DRUG RESISTANCEALPELISIBALPELISIB31091374,24608574
5290PIK3CAPHOSPHATIDYLINOSITOL 3 KINASE, DRUGGABLE GENOME, CLINICALLY ACTIONABLE, KINASE, ENZYME, SERINE THREONINE KINASE, DRUG RESISTANCELinsitinibLINSITINIB27196766
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