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: PIP4K2B

Gene summary for PIP4K2B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PIP4K2B

Gene ID

8396

Gene namephosphatidylinositol-5-phosphate 4-kinase type 2 beta
Gene AliasPI5P4KB
Cytomap17q12
Gene Typeprotein-coding
GO ID

GO:0000045

UniProtAcc

P78356


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
8396PIP4K2BGSM4909290HumanBreastIDC2.89e-326.94e-010.2096
8396PIP4K2BGSM4909292HumanBreastIDC2.21e-056.67e-010.1236
8396PIP4K2BGSM4909293HumanBreastIDC1.22e-112.88e-010.1581
8396PIP4K2BDCIS2HumanBreastDCIS3.79e-135.48e-020.0085
8396PIP4K2BHCC1_MengHumanLiverHCC1.33e-152.27e-020.0246
8396PIP4K2BHCC2_MengHumanLiverHCC1.39e-038.36e-020.0107
8396PIP4K2BHCC1HumanLiverHCC1.40e-092.14e+000.5336
8396PIP4K2BHCC2HumanLiverHCC1.72e-102.85e+000.5341
8396PIP4K2BS014HumanLiverHCC7.09e-174.59e-010.2254
8396PIP4K2BS015HumanLiverHCC5.47e-195.76e-010.2375
8396PIP4K2BS016HumanLiverHCC9.30e-205.15e-010.2243
8396PIP4K2BS027HumanLiverHCC6.56e-043.01e-010.2446
8396PIP4K2BS028HumanLiverHCC3.17e-134.62e-010.2503
8396PIP4K2BS029HumanLiverHCC1.46e-144.49e-010.2581
8396PIP4K2BDong_P1HumanProstateTumor6.46e-066.96e-020.035
8396PIP4K2BDong_P3HumanProstateTumor2.14e-061.44e-010.0278
8396PIP4K2BDong_P5HumanProstateTumor1.16e-035.32e-020.053
8396PIP4K2BGSM5353217_PA_PB1A_Pool_2_S107_L004HumanProstateTumor2.43e-026.97e-010.156
8396PIP4K2BGSM5353221_PA_PB2A_Pool_1_3_S25_L001HumanProstateTumor1.84e-043.00e-010.1633
8396PIP4K2BGSM5353222_PA_PB2B_Pool_1_3_S52_L002HumanProstateTumor5.32e-094.02e-010.1608
Page: 1 2 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
∗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:000989614BreastIDCpositive regulation of catabolic process62/1434492/187237.06e-051.42e-0362
GO:005134814BreastIDCnegative regulation of transferase activity39/1434268/187237.89e-051.56e-0339
GO:00434348BreastIDCresponse to peptide hormone54/1434414/187238.25e-051.61e-0354
GO:001921612BreastIDCregulation of lipid metabolic process45/1434331/187231.21e-042.24e-0345
GO:003133114BreastIDCpositive regulation of cellular catabolic process54/1434427/187231.85e-043.07e-0354
GO:00459369BreastIDCnegative regulation of phosphate metabolic process53/1434441/187237.21e-048.79e-0353
GO:00105639BreastIDCnegative regulation of phosphorus metabolic process53/1434442/187237.60e-049.25e-0353
GO:00328687BreastIDCresponse to insulin32/1434264/187236.61e-034.62e-0232
GO:00328697BreastIDCcellular response to insulin stimulus26/1434203/187236.74e-034.68e-0226
GO:005134824BreastDCISnegative regulation of transferase activity39/1390268/187234.02e-058.60e-0439
GO:000989624BreastDCISpositive regulation of catabolic process61/1390492/187235.32e-051.09e-0361
GO:003133124BreastDCISpositive regulation of cellular catabolic process54/1390427/187238.34e-051.58e-0354
GO:004343414BreastDCISresponse to peptide hormone52/1390414/187231.33e-042.28e-0352
GO:001921621BreastDCISregulation of lipid metabolic process43/1390331/187232.37e-043.71e-0343
GO:004593614BreastDCISnegative regulation of phosphate metabolic process53/1390441/187233.48e-044.96e-0353
GO:001056314BreastDCISnegative regulation of phosphorus metabolic process53/1390442/187233.68e-045.18e-0353
GO:003286813BreastDCISresponse to insulin32/1390264/187234.20e-033.31e-0232
GO:003286913BreastDCIScellular response to insulin stimulus26/1390203/187234.53e-033.47e-0226
GO:00423269BreastDCISnegative regulation of phosphorylation43/1390385/187234.78e-033.62e-0243
GO:00336738BreastDCISnegative regulation of kinase activity29/1390237/187235.44e-033.99e-0229
Page: 1 2 3 4 5 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0481014BreastIDCRegulation of actin cytoskeleton36/867229/84655.79e-033.13e-022.34e-0236
hsa0481015BreastIDCRegulation of actin cytoskeleton36/867229/84655.79e-033.13e-022.34e-0236
hsa0481023BreastDCISRegulation of actin cytoskeleton35/846229/84656.89e-033.37e-022.48e-0235
hsa0481033BreastDCISRegulation of actin cytoskeleton35/846229/84656.89e-033.37e-022.48e-0235
hsa0481041LiverHCCRegulation of actin cytoskeleton134/4020229/84654.48e-041.94e-031.08e-03134
hsa0481051LiverHCCRegulation of actin cytoskeleton134/4020229/84654.48e-041.94e-031.08e-03134
hsa0481025ProstateTumorRegulation of actin cytoskeleton84/1791229/84653.40e-084.17e-072.58e-0784
hsa0481035ProstateTumorRegulation of actin cytoskeleton84/1791229/84653.40e-084.17e-072.58e-0784
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
PIP4K2BinsertionFrame_Shift_Insnovelc.630_631insTTAGCATCCATCAGGCCCCCATGGACTGCCAGCACAAp.Val211LeufsTer18p.V211Lfs*18P78356protein_codingTCGA-BH-A0B3-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
PIP4K2BSNVMissense_Mutationnovelc.373N>Ap.Ala125Thrp.A125TP78356protein_codingtolerated(0.17)benign(0.227)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PIP4K2BSNVMissense_Mutationnovelc.1053N>Ap.Met351Ilep.M351IP78356protein_codingtolerated(1)benign(0)TCGA-VS-A952-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
PIP4K2BSNVMissense_Mutationrs746600285c.913G>Ap.Glu305Lysp.E305KP78356protein_codingtolerated(0.11)benign(0.23)TCGA-VS-A959-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
PIP4K2BSNVMissense_Mutationnovelc.610N>Ap.Val204Metp.V204MP78356protein_codingtolerated(0.32)benign(0.297)TCGA-A6-2672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
PIP4K2BSNVMissense_Mutationnovelc.515T>Cp.Val172Alap.V172AP78356protein_codingdeleterious(0)probably_damaging(0.988)TCGA-AA-3831-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
PIP4K2BSNVMissense_Mutationnovelc.1157N>Tp.Thr386Metp.T386MP78356protein_codingdeleterious(0)probably_damaging(0.994)TCGA-AA-3852-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
PIP4K2BSNVMissense_Mutationnovelc.437N>Ap.Arg146Hisp.R146HP78356protein_codingtolerated(0.59)probably_damaging(0.932)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
PIP4K2BSNVMissense_Mutationnovelc.437N>Ap.Arg146Hisp.R146HP78356protein_codingtolerated(0.59)probably_damaging(0.932)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
PIP4K2BSNVMissense_Mutationnovelc.527G>Ap.Gly176Aspp.G176DP78356protein_codingdeleterious(0.02)possibly_damaging(0.903)TCGA-CM-5861-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownPD
Page: 1 2 3 4 5 

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