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: INPP5K

Gene summary for INPP5K

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

INPP5K

Gene ID

51763

Gene nameinositol polyphosphate-5-phosphatase K
Gene AliasMDCCAID
Cytomap17p13.3
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

Q9BT40


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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
51763INPP5KLZE4THumanEsophagusESCC4.90e-083.18e-010.0811
51763INPP5KLZE7THumanEsophagusESCC2.33e-041.95e-010.0667
51763INPP5KLZE8THumanEsophagusESCC1.09e-071.18e-010.067
51763INPP5KLZE21D1HumanEsophagusHGIN2.29e-022.25e-010.0632
51763INPP5KLZE22THumanEsophagusESCC1.29e-032.91e-010.068
51763INPP5KLZE24THumanEsophagusESCC2.28e-226.12e-010.0596
51763INPP5KLZE21THumanEsophagusESCC2.00e-062.50e-010.0655
51763INPP5KP1T-EHumanEsophagusESCC9.00e-136.12e-010.0875
51763INPP5KP2T-EHumanEsophagusESCC1.12e-223.52e-010.1177
51763INPP5KP4T-EHumanEsophagusESCC4.96e-133.60e-010.1323
51763INPP5KP5T-EHumanEsophagusESCC1.04e-059.09e-020.1327
51763INPP5KP8T-EHumanEsophagusESCC7.15e-183.48e-010.0889
51763INPP5KP9T-EHumanEsophagusESCC1.54e-133.86e-010.1131
51763INPP5KP10T-EHumanEsophagusESCC2.09e-324.56e-010.116
51763INPP5KP11T-EHumanEsophagusESCC8.79e-145.25e-010.1426
51763INPP5KP12T-EHumanEsophagusESCC1.57e-294.78e-010.1122
51763INPP5KP15T-EHumanEsophagusESCC1.20e-091.81e-010.1149
51763INPP5KP16T-EHumanEsophagusESCC4.00e-254.72e-010.1153
51763INPP5KP17T-EHumanEsophagusESCC9.80e-124.11e-010.1278
51763INPP5KP19T-EHumanEsophagusESCC1.69e-136.96e-010.1662
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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
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
∗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:000609120EsophagusHGINgeneration of precursor metabolites and energy145/2587490/187233.41e-202.04e-17145
GO:001598020EsophagusHGINenergy derivation by oxidation of organic compounds105/2587318/187231.16e-184.99e-16105
GO:001603227EsophagusHGINviral process118/2587415/187233.01e-156.22e-13118
GO:001905827EsophagusHGINviral life cycle93/2587317/187233.66e-135.63e-1193
GO:001907926EsophagusHGINviral genome replication48/2587131/187234.65e-115.07e-0948
GO:005079225EsophagusHGINregulation of viral process50/2587164/187232.53e-081.49e-0650
GO:004506919EsophagusHGINregulation of viral genome replication32/258785/187233.61e-082.04e-0632
GO:000660525EsophagusHGINprotein targeting78/2587314/187231.08e-075.47e-0678
GO:190390025EsophagusHGINregulation of viral life cycle45/2587148/187231.36e-076.78e-0645
GO:009015020EsophagusHGINestablishment of protein localization to membrane67/2587260/187231.96e-079.57e-0667
GO:004440326EsophagusHGINbiological process involved in symbiotic interaction71/2587290/187237.09e-073.00e-0571
GO:003238617EsophagusHGINregulation of intracellular transport79/2587337/187231.11e-064.36e-0579
GO:003315720EsophagusHGINregulation of intracellular protein transport58/2587229/187232.29e-068.29e-0558
GO:001063920EsophagusHGINnegative regulation of organelle organization79/2587348/187234.12e-061.37e-0479
GO:007265920EsophagusHGINprotein localization to plasma membrane66/2587284/187231.11e-053.18e-0466
GO:001908016EsophagusHGINviral gene expression28/258794/187234.52e-051.09e-0328
GO:190547518EsophagusHGINregulation of protein localization to membrane43/2587175/187239.45e-052.03e-0343
GO:000170118EsophagusHGINin utero embryonic development77/2587367/187239.56e-052.05e-0377
GO:199077818EsophagusHGINprotein localization to cell periphery71/2587333/187231.05e-042.24e-0371
GO:00450718EsophagusHGINnegative regulation of viral genome replication19/258756/187231.10e-042.33e-0319
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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
INPP5KdeletionFrame_Shift_Delnovelc.415delNp.Tyr139MetfsTer55p.Y139Mfs*55Q9BT40protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
INPP5KSNVMissense_Mutationnovelc.258C>Gp.Ile86Metp.I86MQ9BT40protein_codingdeleterious(0.01)possibly_damaging(0.756)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
INPP5KSNVMissense_Mutationrs138972043c.1259N>Ap.Arg420Hisp.R420HQ9BT40protein_codingtolerated(0.65)benign(0.001)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
INPP5KSNVMissense_Mutationc.809N>Ap.Arg270Hisp.R270HQ9BT40protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-A02R-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
INPP5KSNVMissense_Mutationrs779661934c.212N>Tp.Ser71Leup.S71LQ9BT40protein_codingdeleterious(0.02)benign(0.028)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
INPP5KSNVMissense_Mutationc.809G>Ap.Arg270Hisp.R270HQ9BT40protein_codingdeleterious(0)probably_damaging(0.999)TCGA-F4-6856-01Colorectumcolon adenocarcinomaMale<65I/IIAncillaryleucovorinCR
INPP5KSNVMissense_Mutationc.112C>Ap.Leu38Metp.L38MQ9BT40protein_codingdeleterious(0.01)probably_damaging(0.984)TCGA-AF-6672-01Colorectumrectum adenocarcinomaMale<65III/IVAncillaryleucovorinPD
INPP5KSNVMissense_Mutationnovelc.239N>Cp.Leu80Prop.L80PQ9BT40protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
INPP5KSNVMissense_Mutationrs756203232c.1258N>Tp.Arg420Cysp.R420CQ9BT40protein_codingdeleterious(0.01)possibly_damaging(0.513)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
INPP5KSNVMissense_Mutationnovelc.989N>Cp.Leu330Prop.L330PQ9BT40protein_codingtolerated(0.07)benign(0.027)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<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
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