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: INPP5J

Gene summary for INPP5J

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

INPP5J

Gene ID

27124

Gene nameinositol polyphosphate-5-phosphatase J
Gene AliasINPP5
Cytomap22q12.2
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

Q15735


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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
27124INPP5JAdj_PTCwithHT_6HumanThyroidHT5.67e-05-2.47e-010.02
27124INPP5Jmale-WTAHumanThyroidPTC2.10e-293.12e-010.1037
27124INPP5JPTC01HumanThyroidPTC5.03e-103.58e-010.1899
27124INPP5JPTC04HumanThyroidPTC4.78e-123.87e-010.1927
27124INPP5JPTC05HumanThyroidPTC4.01e-114.94e-010.2065
27124INPP5JPTC06HumanThyroidPTC3.38e-175.44e-010.2057
27124INPP5JPTC07HumanThyroidPTC4.20e-194.65e-010.2044
27124INPP5JATC12HumanThyroidATC1.21e-04-2.53e-010.34
27124INPP5JATC13HumanThyroidATC3.13e-03-2.33e-010.34
27124INPP5JATC4HumanThyroidATC9.61e-03-2.53e-010.34
27124INPP5JATC5HumanThyroidATC1.08e-02-2.34e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:000193327ThyroidHTnegative regulation of protein phosphorylation45/1272342/187231.54e-053.80e-0445
GO:004232627ThyroidHTnegative regulation of phosphorylation49/1272385/187231.62e-053.95e-0449
GO:004593629ThyroidHTnegative regulation of phosphate metabolic process54/1272441/187231.86e-054.39e-0454
GO:001056329ThyroidHTnegative regulation of phosphorus metabolic process54/1272442/187231.99e-054.60e-0454
GO:190290330ThyroidHTregulation of supramolecular fiber organization47/1272383/187236.02e-051.13e-0347
GO:003133327ThyroidHTnegative regulation of protein-containing complex assembly23/1272141/187237.64e-051.37e-0323
GO:004325430ThyroidHTregulation of protein-containing complex assembly50/1272428/187231.24e-042.00e-0350
GO:001097519ThyroidHTregulation of neuron projection development50/1272445/187233.18e-044.18e-0350
GO:001063925ThyroidHTnegative regulation of organelle organization39/1272348/187231.45e-031.36e-0239
GO:005125828ThyroidHTprotein polymerization34/1272297/187231.99e-031.77e-0234
GO:190290420ThyroidHTnegative regulation of supramolecular fiber organization22/1272167/187232.14e-031.87e-0222
GO:003111310ThyroidHTregulation of microtubule polymerization10/127255/187233.57e-032.73e-0210
GO:003227128ThyroidHTregulation of protein polymerization27/1272233/187234.64e-033.28e-0227
GO:007050710ThyroidHTregulation of microtubule cytoskeleton organization19/1272148/187235.50e-033.62e-0219
GO:1902903113ThyroidPTCregulation of supramolecular fiber organization202/5968383/187231.16e-171.15e-15202
GO:0043254113ThyroidPTCregulation of protein-containing complex assembly215/5968428/187231.23e-159.09e-14215
GO:0010563113ThyroidPTCnegative regulation of phosphorus metabolic process219/5968442/187234.47e-153.07e-13219
GO:0045936113ThyroidPTCnegative regulation of phosphate metabolic process218/5968441/187237.08e-154.75e-13218
GO:0001933113ThyroidPTCnegative regulation of protein phosphorylation173/5968342/187233.46e-131.75e-11173
GO:0051258113ThyroidPTCprotein polymerization154/5968297/187235.35e-132.66e-11154
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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
INPP5JSNVMissense_Mutationrs368017167c.2234N>Gp.Val745Glyp.V745GQ15735protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-A2-A1G0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
INPP5JSNVMissense_Mutationc.1301N>Ap.Thr434Asnp.T434NQ15735protein_codingdeleterious(0.02)probably_damaging(0.978)TCGA-A8-A09A-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
INPP5JSNVMissense_Mutationrs767028605c.1378G>Ap.Ala460Thrp.A460TQ15735protein_codingdeleterious(0)probably_damaging(0.956)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
INPP5JSNVMissense_Mutationrs760040491c.2231N>Gp.Glu744Glyp.E744GQ15735protein_codingdeleterious(0.05)possibly_damaging(0.532)TCGA-E9-A1RE-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenSD
INPP5JSNVMissense_Mutationrs529365616c.1627N>Ap.Val543Metp.V543MQ15735protein_codingdeleterious(0)probably_damaging(0.999)TCGA-C5-A7CJ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
INPP5JSNVMissense_Mutationc.2368N>Ap.Val790Ilep.V790IQ15735protein_codingdeleterious(0.04)benign(0.325)TCGA-A6-A565-01Colorectumcolon adenocarcinomaFemale<65III/IVUnspecific5FUPD
INPP5JSNVMissense_Mutationrs760092310c.1589N>Ap.Arg530Hisp.R530HQ15735protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
INPP5JSNVMissense_Mutationc.1547A>Gp.Tyr516Cysp.Y516CQ15735protein_codingtolerated(0.1)benign(0.187)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
INPP5JSNVMissense_Mutationrs760092310c.1589N>Ap.Arg530Hisp.R530HQ15735protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
INPP5JSNVMissense_Mutationrs759418802c.2342N>Ap.Arg781Hisp.R781HQ15735protein_codingdeleterious(0.03)probably_damaging(0.972)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
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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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