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: ITPR2

Gene summary for ITPR2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ITPR2

Gene ID

3709

Gene nameinositol 1,4,5-trisphosphate receptor type 2
Gene AliasANHD
Cytomap12p11.23
Gene Typeprotein-coding
GO ID

GO:0001666

UniProtAcc

Q14571


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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
3709ITPR2HTA11_411_2000001011HumanColorectumSER2.82e-063.98e-01-0.2602
3709ITPR2HTA11_99999970781_79442HumanColorectumMSS5.65e-05-3.31e-010.294
3709ITPR2HTA11_99999965062_69753HumanColorectumMSI-H2.92e-181.71e+000.3487
3709ITPR2F007HumanColorectumFAP1.57e-106.05e-010.1176
3709ITPR2A002-C-010HumanColorectumFAP3.41e-083.88e-010.242
3709ITPR2A001-C-207HumanColorectumFAP3.85e-268.53e-010.1278
3709ITPR2A015-C-203HumanColorectumFAP7.90e-294.30e-01-0.1294
3709ITPR2A015-C-204HumanColorectumFAP3.59e-068.95e-02-0.0228
3709ITPR2A014-C-040HumanColorectumFAP2.48e-064.87e-01-0.1184
3709ITPR2A002-C-201HumanColorectumFAP1.32e-122.38e-010.0324
3709ITPR2A001-C-119HumanColorectumFAP1.25e-661.26e+00-0.1557
3709ITPR2A001-C-108HumanColorectumFAP3.32e-468.59e-01-0.0272
3709ITPR2A002-C-021HumanColorectumFAP2.95e-206.60e-010.1171
3709ITPR2A002-C-205HumanColorectumFAP2.93e-396.92e-01-0.1236
3709ITPR2A014-C-108HumanColorectumFAP6.68e-032.97e-01-0.124
3709ITPR2A001-C-104HumanColorectumFAP1.24e-388.41e-010.0184
3709ITPR2A015-C-006HumanColorectumFAP2.60e-347.79e-01-0.0994
3709ITPR2A015-C-106HumanColorectumFAP2.32e-153.58e-01-0.0511
3709ITPR2A002-C-114HumanColorectumFAP2.31e-151.20e-01-0.1561
3709ITPR2A015-C-104HumanColorectumFAP5.67e-467.08e-01-0.1899
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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
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:00704821ColorectumSERresponse to oxygen levels79/2897347/187231.99e-043.64e-0379
GO:00016661ColorectumSERresponse to hypoxia69/2897307/187237.07e-049.39e-0369
GO:00362931ColorectumSERresponse to decreased oxygen levels71/2897322/187231.04e-031.22e-0271
GO:00713201ColorectumSERcellular response to cAMP16/289753/187235.09e-033.91e-0216
GO:00516511ColorectumSERmaintenance of location in cell47/2897214/187237.20e-034.99e-0247
GO:00973051ColorectumMSSresponse to alcohol66/3467253/187231.73e-031.54e-0266
GO:00516512ColorectumMSSmaintenance of location in cell57/3467214/187232.07e-031.76e-0257
GO:00704822ColorectumMSSresponse to oxygen levels85/3467347/187233.08e-032.34e-0285
GO:00016662ColorectumMSSresponse to hypoxia75/3467307/187235.56e-033.78e-0275
GO:00973052ColorectumMSI-Hresponse to alcohol33/1319253/187234.53e-049.61e-0333
GO:00704823ColorectumFAPresponse to oxygen levels77/2622347/187232.08e-055.05e-0477
GO:00016663ColorectumFAPresponse to hypoxia68/2622307/187236.53e-051.25e-0368
GO:00362932ColorectumFAPresponse to decreased oxygen levels70/2622322/187239.49e-051.61e-0370
GO:00515911ColorectumFAPresponse to cAMP27/262293/187231.26e-042.03e-0327
GO:0046683ColorectumFAPresponse to organophosphorus33/2622131/187234.61e-045.39e-0333
GO:00973053ColorectumFAPresponse to alcohol55/2622253/187235.05e-045.78e-0355
GO:00713202ColorectumFAPcellular response to cAMP17/262253/187236.20e-046.82e-0317
GO:0097306ColorectumFAPcellular response to alcohol25/262293/187237.87e-048.29e-0325
GO:0014074ColorectumFAPresponse to purine-containing compound35/2622148/187231.09e-031.05e-0235
GO:00516513ColorectumFAPmaintenance of location in cell46/2622214/187231.76e-031.53e-0246
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa050122ColorectumSERParkinson disease132/1580266/84652.72e-319.03e-296.55e-29132
hsa050202ColorectumSERPrion disease119/1580273/84654.61e-223.06e-202.22e-20119
hsa050102ColorectumSERAlzheimer disease146/1580384/84656.52e-202.40e-181.75e-18146
hsa050222ColorectumSERPathways of neurodegeneration - multiple diseases168/1580476/84656.23e-192.07e-171.50e-17168
hsa051312ColorectumSERShigellosis87/1580247/84653.07e-107.27e-095.28e-0987
hsa049222ColorectumSERGlucagon signaling pathway38/1580107/84652.57e-053.28e-042.38e-0438
hsa050172ColorectumSERSpinocerebellar ataxia46/1580143/84656.78e-057.51e-045.45e-0446
hsa047232ColorectumSERRetrograde endocannabinoid signaling47/1580148/84658.10e-058.68e-046.30e-0447
hsa049712ColorectumSERGastric acid secretion27/158076/84653.65e-043.27e-032.38e-0327
hsa052052ColorectumSERProteoglycans in cancer58/1580205/84654.37e-043.82e-032.77e-0358
hsa051702ColorectumSERHuman immunodeficiency virus 1 infection58/1580212/84651.08e-038.56e-036.21e-0358
hsa049282ColorectumSERParathyroid hormone synthesis, secretion and action31/1580106/84655.20e-033.28e-022.38e-0231
hsa047282ColorectumSERDopaminergic synapse37/1580132/84655.27e-033.28e-022.38e-0237
hsa049722ColorectumSERPancreatic secretion30/1580102/84655.41e-033.28e-022.38e-0230
hsa04915ColorectumSEREstrogen signaling pathway38/1580138/84656.51e-033.68e-022.67e-0238
hsa051632ColorectumSERHuman cytomegalovirus infection57/1580225/84657.40e-033.84e-022.79e-0257
hsa047202ColorectumSERLong-term potentiation21/158067/84658.52e-034.26e-023.09e-0221
hsa049122ColorectumSERGnRH signaling pathway27/158093/84659.68e-034.72e-023.43e-0227
hsa050123ColorectumSERParkinson disease132/1580266/84652.72e-319.03e-296.55e-29132
hsa050203ColorectumSERPrion disease119/1580273/84654.61e-223.06e-202.22e-20119
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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
ITPR2SNVMissense_Mutationnovelc.771G>Cp.Glu257Aspp.E257DQ14571protein_codingtolerated(0.08)benign(0.186)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
ITPR2SNVMissense_Mutationc.3469A>Gp.Asn1157Aspp.N1157DQ14571protein_codingtolerated(0.7)benign(0)TCGA-A2-A25D-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenSD
ITPR2SNVMissense_Mutationc.7276N>Ap.Asp2426Asnp.D2426NQ14571protein_codingdeleterious(0.04)probably_damaging(0.936)TCGA-A8-A06Q-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
ITPR2SNVMissense_Mutationc.3884N>Gp.His1295Argp.H1295RQ14571protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ITPR2SNVMissense_Mutationc.4252N>Ap.Glu1418Lysp.E1418KQ14571protein_codingdeleterious(0)possibly_damaging(0.871)TCGA-AO-A0JA-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyleuprolideSD
ITPR2SNVMissense_Mutationc.365A>Tp.Gln122Leup.Q122LQ14571protein_codingdeleterious(0)possibly_damaging(0.893)TCGA-AR-A256-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinPD
ITPR2SNVMissense_Mutationc.3934N>Ap.Phe1312Ilep.F1312IQ14571protein_codingdeleterious(0)probably_damaging(0.99)TCGA-B6-A0I9-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
ITPR2SNVMissense_Mutationc.3704N>Cp.Met1235Thrp.M1235TQ14571protein_codingdeleterious(0)possibly_damaging(0.602)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ITPR2SNVMissense_Mutationc.1527N>Ap.Met509Ilep.M509IQ14571protein_codingtolerated(0.08)probably_damaging(0.949)TCGA-BH-A1EY-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ITPR2SNVMissense_Mutationc.5021N>Ap.Ile1674Asnp.I1674NQ14571protein_codingdeleterious(0)possibly_damaging(0.905)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
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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
3709ITPR2ION CHANNEL, DRUGGABLE GENOMEactivator178101040
3709ITPR2ION CHANNEL, DRUGGABLE GENOMEantagonist135652750
3709ITPR2ION CHANNEL, DRUGGABLE GENOMEactivator178101039
3709ITPR2ION CHANNEL, DRUGGABLE GENOMEactivator178100946
3709ITPR2ION CHANNEL, DRUGGABLE GENOMEactivator135652731
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