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: PIKFYVE

Gene summary for PIKFYVE

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PIKFYVE

Gene ID

200576

Gene namephosphoinositide kinase, FYVE-type zinc finger containing
Gene AliasCFD
Cytomap2q34
Gene Typeprotein-coding
GO ID

GO:0000045

UniProtAcc

Q9Y2I7


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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
200576PIKFYVELZE4THumanEsophagusESCC1.08e-051.39e-010.0811
200576PIKFYVELZE7THumanEsophagusESCC1.90e-021.52e-010.0667
200576PIKFYVELZE24THumanEsophagusESCC6.92e-101.82e-010.0596
200576PIKFYVEP1T-EHumanEsophagusESCC1.31e-031.41e-010.0875
200576PIKFYVEP2T-EHumanEsophagusESCC1.27e-203.62e-010.1177
200576PIKFYVEP4T-EHumanEsophagusESCC1.29e-122.79e-010.1323
200576PIKFYVEP5T-EHumanEsophagusESCC4.33e-034.68e-020.1327
200576PIKFYVEP8T-EHumanEsophagusESCC2.42e-141.89e-010.0889
200576PIKFYVEP9T-EHumanEsophagusESCC1.68e-047.84e-020.1131
200576PIKFYVEP10T-EHumanEsophagusESCC3.47e-162.41e-010.116
200576PIKFYVEP11T-EHumanEsophagusESCC1.38e-042.79e-010.1426
200576PIKFYVEP12T-EHumanEsophagusESCC5.50e-203.38e-010.1122
200576PIKFYVEP15T-EHumanEsophagusESCC2.19e-112.67e-010.1149
200576PIKFYVEP16T-EHumanEsophagusESCC5.75e-112.25e-010.1153
200576PIKFYVEP17T-EHumanEsophagusESCC1.51e-042.56e-010.1278
200576PIKFYVEP19T-EHumanEsophagusESCC2.91e-032.07e-010.1662
200576PIKFYVEP20T-EHumanEsophagusESCC5.97e-102.07e-010.1124
200576PIKFYVEP21T-EHumanEsophagusESCC1.78e-121.97e-010.1617
200576PIKFYVEP22T-EHumanEsophagusESCC3.92e-152.52e-010.1236
200576PIKFYVEP23T-EHumanEsophagusESCC9.05e-092.13e-010.108
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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
∗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:0016032111EsophagusESCCviral process301/8552415/187233.34e-291.32e-26301
GO:001623617EsophagusESCCmacroautophagy216/8552291/187231.94e-234.57e-21216
GO:0006605111EsophagusESCCprotein targeting229/8552314/187234.93e-231.01e-20229
GO:003450418EsophagusESCCprotein localization to nucleus211/8552290/187234.06e-216.60e-19211
GO:0019058111EsophagusESCCviral life cycle226/8552317/187231.17e-201.76e-18226
GO:001605014EsophagusESCCvesicle organization211/8552300/187232.85e-182.87e-16211
GO:001619715EsophagusESCCendosomal transport168/8552230/187232.28e-171.93e-15168
GO:0090150110EsophagusESCCestablishment of protein localization to membrane182/8552260/187231.27e-158.19e-14182
GO:001648210EsophagusESCCcytosolic transport124/8552168/187239.69e-144.69e-12124
GO:000703314EsophagusESCCvacuole organization127/8552180/187231.04e-113.85e-10127
GO:0044403111EsophagusESCCbiological process involved in symbiotic interaction186/8552290/187231.43e-104.16e-09186
GO:0051701111EsophagusESCCbiological process involved in interaction with host135/8552203/187231.49e-093.49e-08135
GO:00086544EsophagusESCCphospholipid biosynthetic process162/8552253/187232.59e-095.73e-08162
GO:0052126111EsophagusESCCmovement in host environment117/8552175/187231.14e-082.26e-07117
GO:00464744EsophagusESCCglycerophospholipid biosynthetic process135/8552211/187235.75e-081.02e-06135
GO:190503712EsophagusESCCautophagosome organization73/8552103/187231.88e-072.93e-0673
GO:00482844EsophagusESCCorganelle fusion94/8552141/187233.72e-075.16e-0694
GO:00450175EsophagusESCCglycerolipid biosynthetic process154/8552252/187235.20e-076.96e-06154
GO:000004513EsophagusESCCautophagosome assembly69/855299/187231.10e-061.38e-0569
GO:004677710EsophagusESCCprotein autophosphorylation138/8552227/187232.98e-063.38e-05138
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0414530EsophagusESCCPhagosome100/4205152/84653.81e-051.72e-048.82e-05100
hsa0481028EsophagusESCCRegulation of actin cytoskeleton133/4205229/84655.94e-031.48e-027.56e-03133
hsa04145114EsophagusESCCPhagosome100/4205152/84653.81e-051.72e-048.82e-05100
hsa04810112EsophagusESCCRegulation of actin cytoskeleton133/4205229/84655.94e-031.48e-027.56e-03133
hsa0481010LiverNAFLDRegulation of actin cytoskeleton50/1043229/84653.01e-057.59e-046.11e-0450
hsa0481011LiverNAFLDRegulation of actin cytoskeleton50/1043229/84653.01e-057.59e-046.11e-0450
hsa0414521LiverHCCPhagosome93/4020152/84654.27e-041.88e-031.05e-0393
hsa0481041LiverHCCRegulation of actin cytoskeleton134/4020229/84654.48e-041.94e-031.08e-03134
hsa0414531LiverHCCPhagosome93/4020152/84654.27e-041.88e-031.05e-0393
hsa0481051LiverHCCRegulation of actin cytoskeleton134/4020229/84654.48e-041.94e-031.08e-03134
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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
PIKFYVESNVMissense_Mutationnovelc.3530N>Tp.Ser1177Leup.S1177LQ9Y2I7protein_codingtolerated(0.61)benign(0)TCGA-A2-A0CX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
PIKFYVESNVMissense_Mutationc.3199N>Gp.Leu1067Valp.L1067VQ9Y2I7protein_codingdeleterious(0)probably_damaging(0.978)TCGA-A2-A0D2-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
PIKFYVESNVMissense_Mutationnovelc.1320N>Tp.Gln440Hisp.Q440HQ9Y2I7protein_codingdeleterious(0.03)probably_damaging(0.986)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
PIKFYVESNVMissense_Mutationnovelc.3793N>Ap.Pro1265Thrp.P1265TQ9Y2I7protein_codingdeleterious(0.01)benign(0.045)TCGA-A2-A25C-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
PIKFYVESNVMissense_Mutationc.1045C>Gp.Leu349Valp.L349VQ9Y2I7protein_codingdeleterious(0.03)probably_damaging(0.978)TCGA-A8-A093-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
PIKFYVESNVMissense_Mutationc.914N>Tp.Ser305Leup.S305LQ9Y2I7protein_codingdeleterious(0.01)probably_damaging(0.977)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
PIKFYVESNVMissense_Mutationnovelc.1985N>Tp.Arg662Leup.R662LQ9Y2I7protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AC-A3W5-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelCR
PIKFYVESNVMissense_Mutationnovelc.623N>Ap.Arg208Glnp.R208QQ9Y2I7protein_codingdeleterious(0)benign(0.427)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PIKFYVESNVMissense_Mutationnovelc.5222N>Ap.Ser1741Tyrp.S1741YQ9Y2I7protein_codingtolerated(0.12)benign(0.001)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PIKFYVESNVMissense_Mutationc.41C>Gp.Ala14Glyp.A14GQ9Y2I7protein_codingtolerated_low_confidence(0.28)benign(0.024)TCGA-AO-A1KT-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyfluorouracilSD
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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
200576PIKFYVESERINE THREONINE KINASE, ENZYME, KINASELAM-002
200576PIKFYVESERINE THREONINE KINASE, ENZYME, KINASEApilimod dimesylate
200576PIKFYVESERINE THREONINE KINASE, ENZYME, KINASEinhibitor363894153APILIMOD
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