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: INPP4A

Gene summary for INPP4A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

INPP4A

Gene ID

3631

Gene nameinositol polyphosphate-4-phosphatase type I A
Gene AliasINPP4
Cytomap2q11.2
Gene Typeprotein-coding
GO ID

GO:0006066

UniProtAcc

Q96PE3


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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
3631INPP4AHTA11_696_2000001011HumanColorectumAD6.70e-055.37e-01-0.1464
3631INPP4AHTA11_2992_2000001011HumanColorectumSER5.49e-036.26e-01-0.1706
3631INPP4AHTA11_5212_2000001011HumanColorectumAD3.99e-056.10e-01-0.2061
3631INPP4AHTA11_99999970781_79442HumanColorectumMSS2.23e-03-2.10e-010.294
3631INPP4AA002-C-010HumanColorectumFAP6.50e-04-1.65e-010.242
3631INPP4AA015-C-203HumanColorectumFAP5.15e-20-3.47e-01-0.1294
3631INPP4AA002-C-201HumanColorectumFAP1.06e-05-2.21e-010.0324
3631INPP4AA002-C-203HumanColorectumFAP1.24e-02-1.25e-010.2786
3631INPP4AA001-C-119HumanColorectumFAP3.98e-03-2.15e-01-0.1557
3631INPP4AA001-C-108HumanColorectumFAP1.47e-09-2.21e-01-0.0272
3631INPP4AA002-C-205HumanColorectumFAP4.62e-10-3.26e-01-0.1236
3631INPP4AA001-C-104HumanColorectumFAP3.84e-03-1.50e-010.0184
3631INPP4AA015-C-006HumanColorectumFAP3.59e-05-2.88e-01-0.0994
3631INPP4AA015-C-106HumanColorectumFAP6.30e-10-2.17e-01-0.0511
3631INPP4AA002-C-114HumanColorectumFAP4.18e-07-2.55e-01-0.1561
3631INPP4AA015-C-104HumanColorectumFAP1.21e-18-3.09e-01-0.1899
3631INPP4AA001-C-014HumanColorectumFAP1.33e-09-2.41e-010.0135
3631INPP4AA002-C-016HumanColorectumFAP1.58e-11-1.98e-010.0521
3631INPP4AA015-C-002HumanColorectumFAP7.88e-04-2.00e-01-0.0763
3631INPP4AA001-C-203HumanColorectumFAP1.12e-07-1.76e-01-0.0481
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal 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:0016311ColorectumADdephosphorylation123/3918417/187231.84e-053.82e-04123
GO:0006066ColorectumADalcohol metabolic process106/3918353/187233.02e-055.57e-04106
GO:0006650ColorectumADglycerophospholipid metabolic process83/3918306/187235.40e-033.55e-0283
GO:0006644ColorectumADphospholipid metabolic process101/3918383/187235.80e-033.67e-02101
GO:0045017ColorectumADglycerolipid biosynthetic process69/3918252/187238.33e-034.88e-0269
GO:00060661ColorectumSERalcohol metabolic process79/2897353/187233.50e-045.50e-0379
GO:0046486ColorectumSERglycerolipid metabolic process82/2897392/187232.26e-032.17e-0282
GO:00163111ColorectumSERdephosphorylation86/2897417/187232.73e-032.46e-0286
GO:00066441ColorectumSERphospholipid metabolic process79/2897383/187233.94e-033.24e-0279
GO:00450171ColorectumSERglycerolipid biosynthetic process55/2897252/187234.47e-033.56e-0255
GO:00066501ColorectumSERglycerophospholipid metabolic process64/2897306/187236.41e-034.60e-0264
GO:00060662ColorectumMSSalcohol metabolic process92/3467353/187232.57e-043.46e-0392
GO:00163112ColorectumMSSdephosphorylation101/3467417/187231.98e-031.70e-02101
GO:00163113ColorectumFAPdephosphorylation95/2622417/187237.07e-073.32e-0595
GO:0008654ColorectumFAPphospholipid biosynthetic process54/2622253/187238.88e-049.08e-0354
GO:00066502ColorectumFAPglycerophospholipid metabolic process62/2622306/187231.54e-031.38e-0262
GO:00066442ColorectumFAPphospholipid metabolic process74/2622383/187232.24e-031.83e-0274
GO:00060663ColorectumFAPalcohol metabolic process69/2622353/187232.29e-031.85e-0269
GO:0046474ColorectumFAPglycerophospholipid biosynthetic process44/2622211/187233.98e-032.76e-0244
GO:00450172ColorectumFAPglycerolipid biosynthetic process50/2622252/187236.32e-033.95e-0250
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04070ColorectumCRCPhosphatidylinositol signaling system25/109197/84654.27e-044.60e-033.12e-0325
hsa00562ColorectumCRCInositol phosphate metabolism18/109173/84654.38e-032.52e-021.71e-0218
hsa040701ColorectumCRCPhosphatidylinositol signaling system25/109197/84654.27e-044.60e-033.12e-0325
hsa005621ColorectumCRCInositol phosphate metabolism18/109173/84654.38e-032.52e-021.71e-0218
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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
INPP4ASNVMissense_Mutationrs768206909c.2548C>Tp.Arg850Cysp.R850CQ96PE3protein_codingdeleterious(0.04)probably_damaging(0.949)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
INPP4ASNVMissense_Mutationc.998T>Gp.Phe333Cysp.F333CQ96PE3protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A8-A07G-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilCR
INPP4ASNVMissense_Mutationrs750178020c.1426N>Ap.Ala476Thrp.A476TQ96PE3protein_codingtolerated(0.53)possibly_damaging(0.81)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
INPP4ASNVMissense_Mutationrs371798563c.2263G>Ap.Ala755Thrp.A755TQ96PE3protein_codingtolerated(0.41)benign(0)TCGA-AN-A0FW-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
INPP4ASNVMissense_Mutationc.2832N>Cp.Lys944Asnp.K944NQ96PE3protein_codingdeleterious(0)probably_damaging(0.999)TCGA-BH-A0HP-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapydoxorubicinSD
INPP4ASNVMissense_Mutationc.2592N>Cp.Gln864Hisp.Q864HQ96PE3protein_codingdeleterious(0)probably_damaging(0.997)TCGA-E2-A1LG-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
INPP4ASNVMissense_Mutationnovelc.1895N>Ap.Pro632Glnp.P632QQ96PE3protein_codingdeleterious(0)probably_damaging(0.996)TCGA-OL-A6VR-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
INPP4AinsertionFrame_Shift_Insnovelc.1855_1856insCTTTTTTCTGTGGCATTTATCACATTGTp.Glu619AlafsTer16p.E619Afs*16Q96PE3protein_codingTCGA-AO-A0JB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
INPP4ASNVMissense_Mutationnovelc.39G>Tp.Arg13Serp.R13SQ96PE3protein_codingdeleterious_low_confidence(0)benign(0.131)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
INPP4ASNVMissense_Mutationnovelc.2272N>Ap.Leu758Metp.L758MQ96PE3protein_codingdeleterious(0.05)probably_damaging(0.961)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<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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