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: PI4K2B

Gene summary for PI4K2B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PI4K2B

Gene ID

55300

Gene namephosphatidylinositol 4-kinase type 2 beta
Gene AliasPI4KIIB
Cytomap4p15.2
Gene Typeprotein-coding
GO ID

GO:0006629

UniProtAcc

Q8TCG2


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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
55300PI4K2BLZE24THumanEsophagusESCC4.82e-074.76e-020.0596
55300PI4K2BP1T-EHumanEsophagusESCC1.89e-052.29e-010.0875
55300PI4K2BP2T-EHumanEsophagusESCC9.45e-143.05e-010.1177
55300PI4K2BP4T-EHumanEsophagusESCC1.41e-161.24e-010.1323
55300PI4K2BP5T-EHumanEsophagusESCC9.74e-089.63e-020.1327
55300PI4K2BP8T-EHumanEsophagusESCC3.26e-063.54e-020.0889
55300PI4K2BP9T-EHumanEsophagusESCC5.12e-051.42e-010.1131
55300PI4K2BP10T-EHumanEsophagusESCC1.92e-021.92e-020.116
55300PI4K2BP12T-EHumanEsophagusESCC3.76e-056.19e-020.1122
55300PI4K2BP16T-EHumanEsophagusESCC1.08e-054.40e-020.1153
55300PI4K2BP17T-EHumanEsophagusESCC2.40e-071.56e-010.1278
55300PI4K2BP20T-EHumanEsophagusESCC2.42e-043.53e-020.1124
55300PI4K2BP21T-EHumanEsophagusESCC6.71e-347.12e-010.1617
55300PI4K2BP22T-EHumanEsophagusESCC1.67e-032.76e-020.1236
55300PI4K2BP23T-EHumanEsophagusESCC1.29e-081.19e-010.108
55300PI4K2BP24T-EHumanEsophagusESCC7.87e-043.64e-020.1287
55300PI4K2BP26T-EHumanEsophagusESCC3.77e-024.82e-030.1276
55300PI4K2BP27T-EHumanEsophagusESCC1.07e-068.33e-020.1055
55300PI4K2BP28T-EHumanEsophagusESCC5.20e-058.16e-020.1149
55300PI4K2BP30T-EHumanEsophagusESCC5.02e-102.02e-010.137
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:001605014EsophagusESCCvesicle organization211/8552300/187232.85e-182.87e-16211
GO:00086544EsophagusESCCphospholipid biosynthetic process162/8552253/187232.59e-095.73e-08162
GO:00464744EsophagusESCCglycerophospholipid biosynthetic process135/8552211/187235.75e-081.02e-06135
GO:000703214EsophagusESCCendosome organization61/855282/187231.13e-071.85e-0661
GO:00450175EsophagusESCCglycerolipid biosynthetic process154/8552252/187235.20e-076.96e-06154
GO:00070308EsophagusESCCGolgi organization101/8552157/187231.78e-062.10e-05101
GO:00066446EsophagusESCCphospholipid metabolic process218/8552383/187235.37e-065.59e-05218
GO:00066505EsophagusESCCglycerophospholipid metabolic process174/8552306/187234.92e-053.85e-04174
GO:00464864EsophagusESCCglycerolipid metabolic process211/8552392/187236.51e-043.46e-03211
GO:00066611EsophagusESCCphosphatidylinositol biosynthetic process73/8552131/187231.31e-024.28e-0273
GO:001605011LiverCirrhoticvesicle organization133/4634300/187237.35e-146.41e-12133
GO:00070301LiverCirrhoticGolgi organization68/4634157/187232.57e-076.41e-0668
GO:00070325LiverCirrhoticendosome organization41/463482/187236.91e-071.47e-0541
GO:001605021LiverHCCvesicle organization194/7958300/187235.58e-153.97e-13194
GO:000703211LiverHCCendosome organization61/795882/187234.36e-091.15e-0761
GO:00086542LiverHCCphospholipid biosynthetic process150/7958253/187234.77e-081.03e-06150
GO:00066444LiverHCCphospholipid metabolic process214/7958383/187237.25e-081.48e-06214
GO:00070302LiverHCCGolgi organization99/7958157/187231.54e-072.85e-0699
GO:004648611LiverHCCglycerolipid metabolic process215/7958392/187234.54e-077.49e-06215
GO:004501711LiverHCCglycerolipid biosynthetic process143/7958252/187233.27e-064.31e-05143
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
PI4K2BSNVMissense_Mutationc.556T>Cp.Tyr186Hisp.Y186HQ8TCG2protein_codingdeleterious(0.01)probably_damaging(0.989)TCGA-A8-A06O-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyletrozoleSD
PI4K2BSNVMissense_Mutationnovelc.1407N>Tp.Gln469Hisp.Q469HQ8TCG2protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AR-A0TU-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificDoxorubicinSD
PI4K2BSNVMissense_Mutationc.729G>Cp.Lys243Asnp.K243NQ8TCG2protein_codingtolerated(0.07)possibly_damaging(0.83)TCGA-BH-A0DK-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
PI4K2BSNVMissense_Mutationc.725G>Ap.Arg242Lysp.R242KQ8TCG2protein_codingtolerated(0.25)benign(0.015)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PI4K2BinsertionFrame_Shift_Insnovelc.961_962insGAGGGp.Lys321ArgfsTer22p.K321Rfs*22Q8TCG2protein_codingTCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
PI4K2BSNVMissense_Mutationnovelc.703N>Cp.Glu235Glnp.E235QQ8TCG2protein_codingtolerated(0.09)probably_damaging(0.988)TCGA-VS-A953-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
PI4K2BSNVMissense_Mutationc.1109N>Gp.Ala370Glyp.A370GQ8TCG2protein_codingdeleterious(0)probably_damaging(0.992)TCGA-A6-5656-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
PI4K2BSNVMissense_Mutationc.924N>Gp.Asp308Glup.D308EQ8TCG2protein_codingdeleterious(0.01)probably_damaging(0.927)TCGA-EI-6513-01Colorectumrectum adenocarcinomaMale<65III/IVUnknownUnknownSD
PI4K2BdeletionFrame_Shift_Delc.1242delTp.Phe414LeufsTer7p.F414Lfs*7Q8TCG2protein_codingTCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
PI4K2BinsertionFrame_Shift_Insnovelc.727_728insTTTGCATTATp.Lys243IlefsTer7p.K243Ifs*7Q8TCG2protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<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
55300PI4K2BENZYME, PHOSPHATIDYLINOSITOL 3 KINASE, DRUGGABLE GENOME, KINASEinhibitor135651426ADENOSINE
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