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: PIK3C2B

Gene summary for PIK3C2B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PIK3C2B

Gene ID

5287

Gene namephosphatidylinositol-4-phosphate 3-kinase catalytic subunit type 2 beta
Gene AliasC2-PI3K
Cytomap1q32.1
Gene Typeprotein-coding
GO ID

GO:0006629

UniProtAcc

A2RUF7


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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
5287PIK3C2BHTA11_2487_2000001011HumanColorectumSER6.15e-034.37e-01-0.1808
5287PIK3C2BHTA11_1938_2000001011HumanColorectumAD5.89e-034.45e-01-0.0811
5287PIK3C2BHTA11_347_2000001011HumanColorectumAD9.62e-094.96e-01-0.1954
5287PIK3C2BHTA11_83_2000001011HumanColorectumSER2.26e-025.04e-01-0.1526
5287PIK3C2BHTA11_696_2000001011HumanColorectumAD5.90e-125.72e-01-0.1464
5287PIK3C2BHTA11_866_2000001011HumanColorectumAD3.15e-094.10e-01-0.1001
5287PIK3C2BHTA11_1391_2000001011HumanColorectumAD3.70e-065.55e-01-0.059
5287PIK3C2BHTA11_7696_3000711011HumanColorectumAD8.86e-073.32e-010.0674
5287PIK3C2BHTA11_99999965062_69753HumanColorectumMSI-H9.14e-039.26e-010.3487
5287PIK3C2BA015-C-203HumanColorectumFAP3.50e-13-2.03e-01-0.1294
5287PIK3C2BA002-C-201HumanColorectumFAP3.44e-06-1.96e-010.0324
5287PIK3C2BA001-C-108HumanColorectumFAP9.55e-05-1.14e-01-0.0272
5287PIK3C2BA002-C-205HumanColorectumFAP5.55e-11-3.19e-01-0.1236
5287PIK3C2BA015-C-006HumanColorectumFAP1.88e-05-1.99e-01-0.0994
5287PIK3C2BA015-C-106HumanColorectumFAP2.71e-02-1.42e-01-0.0511
5287PIK3C2BA002-C-114HumanColorectumFAP2.62e-07-1.62e-01-0.1561
5287PIK3C2BA015-C-104HumanColorectumFAP5.89e-12-1.97e-01-0.1899
5287PIK3C2BA001-C-014HumanColorectumFAP1.89e-03-2.61e-010.0135
5287PIK3C2BA002-C-016HumanColorectumFAP3.71e-06-2.28e-010.0521
5287PIK3C2BA015-C-002HumanColorectumFAP6.06e-05-2.39e-01-0.0763
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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
∗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:0048017ColorectumADinositol lipid-mediated signaling53/3918182/187235.35e-033.52e-0253
GO:0048015ColorectumADphosphatidylinositol-mediated signaling52/3918178/187235.37e-033.54e-0252
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:0046486ColorectumSERglycerolipid metabolic process82/2897392/187232.26e-032.17e-0282
GO:00066441ColorectumSERphospholipid metabolic process79/2897383/187233.94e-033.24e-0279
GO:00480171ColorectumSERinositol lipid-mediated signaling42/2897182/187234.36e-033.49e-0242
GO:00450171ColorectumSERglycerolipid biosynthetic process55/2897252/187234.47e-033.56e-0255
GO:00480151ColorectumSERphosphatidylinositol-mediated signaling41/2897178/187234.97e-033.86e-0241
GO:00066501ColorectumSERglycerophospholipid metabolic process64/2897306/187236.41e-034.60e-0264
GO:0008654ColorectumFAPphospholipid biosynthetic process54/2622253/187238.88e-049.08e-0354
GO:00066502ColorectumFAPglycerophospholipid metabolic process62/2622306/187231.54e-031.38e-0262
GO:00066442ColorectumFAPphospholipid metabolic process74/2622383/187232.24e-031.83e-0274
GO:0046474ColorectumFAPglycerophospholipid biosynthetic process44/2622211/187233.98e-032.76e-0244
GO:00450172ColorectumFAPglycerolipid biosynthetic process50/2622252/187236.32e-033.95e-0250
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05132ColorectumADSalmonella infection102/2092249/84657.65e-091.28e-078.17e-08102
hsa051321ColorectumADSalmonella infection102/2092249/84657.65e-091.28e-078.17e-08102
hsa051322ColorectumSERSalmonella infection77/1580249/84651.56e-062.35e-051.71e-0577
hsa051323ColorectumSERSalmonella infection77/1580249/84651.56e-062.35e-051.71e-0577
hsa051326ColorectumMSI-HSalmonella infection43/797249/84655.91e-058.33e-046.98e-0443
hsa051327ColorectumMSI-HSalmonella infection43/797249/84655.91e-058.33e-046.98e-0443
hsa051328ColorectumFAPSalmonella infection67/1404249/84652.04e-052.52e-041.53e-0467
hsa051329ColorectumFAPSalmonella infection67/1404249/84652.04e-052.52e-041.53e-0467
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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
PIK3C2BSNVMissense_Mutationc.262G>Ap.Asp88Asnp.D88NO00750protein_codingtolerated_low_confidence(0.06)benign(0.015)TCGA-A2-A0CL-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
PIK3C2BSNVMissense_Mutationc.133N>Ap.Glu45Lysp.E45KO00750protein_codingtolerated_low_confidence(0.06)benign(0.005)TCGA-A2-A1FX-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxotereSD
PIK3C2BSNVMissense_Mutationnovelc.2977C>Ap.Gln993Lysp.Q993KO00750protein_codingdeleterious(0)possibly_damaging(0.598)TCGA-A7-A0DB-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
PIK3C2BSNVMissense_Mutationc.4067N>Gp.Ser1356Cysp.S1356CO00750protein_codingdeleterious(0)benign(0.215)TCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PIK3C2BSNVMissense_Mutationrs770075841c.4886G>Ap.Arg1629Glnp.R1629QO00750protein_codingtolerated_low_confidence(0.07)benign(0.001)TCGA-A8-A09M-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapypaclitaxelCR
PIK3C2BSNVMissense_Mutationc.1196C>Gp.Ser399Cysp.S399CO00750protein_codingtolerated(0.09)probably_damaging(0.979)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
PIK3C2BSNVMissense_Mutationc.284C>Tp.Ser95Leup.S95LO00750protein_codingdeleterious_low_confidence(0)benign(0.037)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
PIK3C2BSNVMissense_Mutationnovelc.2528G>Ap.Arg843Glnp.R843QO00750protein_codingdeleterious(0.01)probably_damaging(0.957)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PIK3C2BSNVMissense_Mutationc.3644N>Ap.Gly1215Aspp.G1215DO00750protein_codingdeleterious(0)benign(0.214)TCGA-AO-A0J6-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
PIK3C2BSNVMissense_Mutationnovelc.3475N>Cp.Trp1159Argp.W1159RO00750protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AR-A0TS-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
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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
5287PIK3C2BPHOSPHATIDYLINOSITOL 3 KINASE, KINASE, CLINICALLY ACTIONABLE, ENZYME, DRUGGABLE GENOMEinhibitorBYL719ALPELISIB
5287PIK3C2BPHOSPHATIDYLINOSITOL 3 KINASE, KINASE, CLINICALLY ACTIONABLE, ENZYME, DRUGGABLE GENOMEinhibitorBAY80-6946COPANLISIB
5287PIK3C2BPHOSPHATIDYLINOSITOL 3 KINASE, KINASE, CLINICALLY ACTIONABLE, ENZYME, DRUGGABLE GENOMEinhibitorGDC-0941PICTILISIB
5287PIK3C2BPHOSPHATIDYLINOSITOL 3 KINASE, KINASE, CLINICALLY ACTIONABLE, ENZYME, DRUGGABLE GENOMEinhibitorPKI-587GEDATOLISIB
5287PIK3C2BPHOSPHATIDYLINOSITOL 3 KINASE, KINASE, CLINICALLY ACTIONABLE, ENZYME, DRUGGABLE GENOMEinhibitorBEZ235DACTOLISIB
5287PIK3C2BPHOSPHATIDYLINOSITOL 3 KINASE, KINASE, CLINICALLY ACTIONABLE, ENZYME, DRUGGABLE GENOMEinhibitor178102328PI-103
5287PIK3C2BPHOSPHATIDYLINOSITOL 3 KINASE, KINASE, CLINICALLY ACTIONABLE, ENZYME, DRUGGABLE GENOMEinhibitorGDC-0980APITOLISIB
5287PIK3C2BPHOSPHATIDYLINOSITOL 3 KINASE, KINASE, CLINICALLY ACTIONABLE, ENZYME, DRUGGABLE GENOMEinhibitorBGJ398INFIGRATINIB
5287PIK3C2BPHOSPHATIDYLINOSITOL 3 KINASE, KINASE, CLINICALLY ACTIONABLE, ENZYME, DRUGGABLE GENOMEinhibitor252827496
5287PIK3C2BPHOSPHATIDYLINOSITOL 3 KINASE, KINASE, CLINICALLY ACTIONABLE, ENZYME, DRUGGABLE GENOMEinhibitorXL-765VOXTALISIB
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