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: PIP4K2A

Gene summary for PIP4K2A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PIP4K2A

Gene ID

5305

Gene namephosphatidylinositol-5-phosphate 4-kinase type 2 alpha
Gene AliasPI5P4KA
Cytomap10p12.2
Gene Typeprotein-coding
GO ID

GO:0000045

UniProtAcc

P48426


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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
5305PIP4K2AAEH-subject1HumanEndometriumAEH3.07e-225.66e-01-0.3059
5305PIP4K2AAEH-subject2HumanEndometriumAEH3.34e-104.51e-01-0.2525
5305PIP4K2AAEH-subject3HumanEndometriumAEH3.09e-114.17e-01-0.2576
5305PIP4K2AAEH-subject4HumanEndometriumAEH1.37e-094.65e-01-0.2657
5305PIP4K2AAEH-subject5HumanEndometriumAEH1.12e-104.81e-01-0.2953
5305PIP4K2AEEC-subject1HumanEndometriumEEC2.08e-297.54e-01-0.2682
5305PIP4K2AEEC-subject2HumanEndometriumEEC1.33e-215.69e-01-0.2607
5305PIP4K2AEEC-subject3HumanEndometriumEEC2.22e-051.94e-01-0.2525
5305PIP4K2AEEC-subject4HumanEndometriumEEC1.80e-124.92e-01-0.2571
5305PIP4K2AEEC-subject5HumanEndometriumEEC4.35e-185.46e-01-0.249
5305PIP4K2AGSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC2.20e-066.43e-02-0.1869
5305PIP4K2AGSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC1.30e-07-7.77e-02-0.1875
5305PIP4K2AGSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC7.33e-04-2.83e-02-0.1883
5305PIP4K2AGSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC1.48e-081.20e-01-0.1934
5305PIP4K2AGSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC2.52e-119.75e-02-0.1917
5305PIP4K2AGSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC4.02e-089.10e-02-0.1916
5305PIP4K2AC30HumanOral cavityOSCC6.08e-126.23e-010.3055
5305PIP4K2AC57HumanOral cavityOSCC8.88e-044.32e-020.1679
5305PIP4K2AEOLP-1HumanOral cavityEOLP1.01e-215.88e-01-0.0202
5305PIP4K2AEOLP-2HumanOral cavityEOLP1.99e-125.41e-01-0.0203
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
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:000989616EndometriumAEHpositive regulation of catabolic process104/2100492/187239.38e-111.10e-08104
GO:003133116EndometriumAEHpositive regulation of cellular catabolic process91/2100427/187239.15e-108.31e-0891
GO:004593616EndometriumAEHnegative regulation of phosphate metabolic process77/2100441/187235.13e-058.25e-0477
GO:001056316EndometriumAEHnegative regulation of phosphorus metabolic process77/2100442/187235.54e-058.79e-0477
GO:005134816EndometriumAEHnegative regulation of transferase activity51/2100268/187231.06e-041.52e-0351
GO:19016539EndometriumAEHcellular response to peptide64/2100359/187231.16e-041.63e-0364
GO:004343410EndometriumAEHresponse to peptide hormone70/2100414/187232.93e-043.35e-0370
GO:00162368EndometriumAEHmacroautophagy52/2100291/187234.56e-044.80e-0352
GO:004232615EndometriumAEHnegative regulation of phosphorylation65/2100385/187234.93e-045.06e-0365
GO:00105068EndometriumAEHregulation of autophagy54/2100317/187231.15e-039.97e-0354
GO:00105085EndometriumAEHpositive regulation of autophagy26/2100124/187231.17e-031.01e-0226
GO:003009916EndometriumAEHmyeloid cell differentiation62/2100381/187231.67e-031.36e-0262
GO:00328699EndometriumAEHcellular response to insulin stimulus37/2100203/187231.97e-031.54e-0237
GO:00713758EndometriumAEHcellular response to peptide hormone stimulus49/2100290/187232.24e-031.72e-0249
GO:00082866EndometriumAEHinsulin receptor signaling pathway23/2100116/187234.58e-032.95e-0223
GO:00328689EndometriumAEHresponse to insulin44/2100264/187234.70e-033.00e-0244
GO:00192165EndometriumAEHregulation of lipid metabolic process53/2100331/187234.86e-033.07e-0253
GO:003367310EndometriumAEHnegative regulation of kinase activity40/2100237/187235.47e-033.38e-0240
GO:000989617EndometriumEECpositive regulation of catabolic process108/2168492/187232.55e-113.64e-09108
GO:003133117EndometriumEECpositive regulation of cellular catabolic process94/2168427/187234.30e-104.45e-0894
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0481018EndometriumAEHRegulation of actin cytoskeleton50/1197229/84659.08e-045.78e-034.23e-0350
hsa0481019EndometriumAEHRegulation of actin cytoskeleton50/1197229/84659.08e-045.78e-034.23e-0350
hsa0481024EndometriumEECRegulation of actin cytoskeleton49/1237229/84653.20e-031.78e-021.33e-0249
hsa0481034EndometriumEECRegulation of actin cytoskeleton49/1237229/84653.20e-031.78e-021.33e-0249
hsa0481026Oral cavityOSCCRegulation of actin cytoskeleton129/3704229/84657.14e-052.74e-041.40e-04129
hsa04810111Oral cavityOSCCRegulation of actin cytoskeleton129/3704229/84657.14e-052.74e-041.40e-04129
hsa0481027Oral cavityEOLPRegulation of actin cytoskeleton50/1218229/84651.34e-034.80e-032.83e-0350
hsa0481036Oral cavityEOLPRegulation of actin cytoskeleton50/1218229/84651.34e-034.80e-032.83e-0350
hsa0481043Oral cavityNEOLPRegulation of actin cytoskeleton55/1112229/84654.12e-063.86e-052.42e-0555
hsa0481053Oral cavityNEOLPRegulation of actin cytoskeleton55/1112229/84654.12e-063.86e-052.42e-0555
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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
PIP4K2ASNVMissense_Mutationc.362C>Ap.Pro121Hisp.P121HP48426protein_codingdeleterious(0.02)possibly_damaging(0.899)TCGA-A2-A04Y-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
PIP4K2ASNVMissense_Mutationnovelc.254C>Gp.Pro85Argp.P85RP48426protein_codingdeleterious(0.01)probably_damaging(0.996)TCGA-EW-A1PH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
PIP4K2ASNVMissense_Mutationc.534N>Ap.Phe178Leup.F178LP48426protein_codingdeleterious(0.01)possibly_damaging(0.792)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
PIP4K2ASNVMissense_Mutationrs771178304c.296G>Ap.Arg99Hisp.R99HP48426protein_codingdeleterious(0.03)possibly_damaging(0.777)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
PIP4K2ASNVMissense_Mutationc.626N>Gp.Lys209Argp.K209RP48426protein_codingdeleterious(0.03)probably_damaging(0.991)TCGA-CM-5861-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownPD
PIP4K2ASNVMissense_Mutationrs763486152c.386N>Ap.Arg129Hisp.R129HP48426protein_codingdeleterious(0.04)benign(0.052)TCGA-CM-6171-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PIP4K2ASNVMissense_Mutationc.117C>Ap.Ser39Argp.S39RP48426protein_codingdeleterious(0)benign(0.048)TCGA-F4-6460-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapycapecitabinePD
PIP4K2ASNVMissense_Mutationc.319A>Gp.Ile107Valp.I107VP48426protein_codingtolerated(0.24)benign(0.05)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
PIP4K2ASNVMissense_Mutationc.304C>Tp.Arg102Trpp.R102WP48426protein_codingdeleterious(0)probably_damaging(1)TCGA-EI-6882-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
PIP4K2ASNVMissense_Mutationnovelc.121N>Tp.Leu41Phep.L41FP48426protein_codingtolerated(1)benign(0.001)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
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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
5305PIP4K2AENZYME, KINASESJ000201788CHEMBL602923
5305PIP4K2AENZYME, KINASECB7969312CHEMBL599255
5305PIP4K2AENZYME, KINASEGNF-PF-1678CHEMBL580340
5305PIP4K2AENZYME, KINASEFLUPIRTINE MALEATEFLUPIRTINE MALEATE
5305PIP4K2AENZYME, KINASETDR77225CHEMBL1353528
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