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: PDE3B

Gene summary for PDE3B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PDE3B

Gene ID

5140

Gene namephosphodiesterase 3B
Gene AliasHcGIP1
Cytomap11p15.2
Gene Typeprotein-coding
GO ID

GO:0001525

UniProtAcc

A7E2E5


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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
5140PDE3BHTA11_3410_2000001011HumanColorectumAD7.43e-26-5.93e-010.0155
5140PDE3BHTA11_2487_2000001011HumanColorectumSER2.50e-04-4.80e-01-0.1808
5140PDE3BHTA11_3361_2000001011HumanColorectumAD2.85e-02-4.29e-01-0.1207
5140PDE3BHTA11_696_2000001011HumanColorectumAD1.24e-02-3.86e-01-0.1464
5140PDE3BHTA11_1391_2000001011HumanColorectumAD4.85e-03-3.78e-01-0.059
5140PDE3BHTA11_866_3004761011HumanColorectumAD5.40e-08-4.68e-010.096
5140PDE3BHTA11_4255_2000001011HumanColorectumSER1.65e-02-6.90e-010.0446
5140PDE3BHTA11_9408_2000001011HumanColorectumAD1.14e-02-7.90e-010.0451
5140PDE3BHTA11_8622_2000001021HumanColorectumSER1.79e-03-4.73e-010.0528
5140PDE3BHTA11_7696_3000711011HumanColorectumAD1.98e-07-4.18e-010.0674
5140PDE3BHTA11_99999970781_79442HumanColorectumMSS1.87e-23-6.64e-010.294
5140PDE3BHTA11_99999965104_69814HumanColorectumMSS2.63e-06-3.57e-010.281
5140PDE3BHTA11_99999971662_82457HumanColorectumMSS4.73e-15-5.80e-010.3859
5140PDE3BHTA11_99999973899_84307HumanColorectumMSS4.91e-05-5.90e-010.2585
5140PDE3BHTA11_99999974143_84620HumanColorectumMSS1.05e-26-7.38e-010.3005
5140PDE3BA001-C-207HumanColorectumFAP2.83e-031.29e-010.1278
5140PDE3BA015-C-203HumanColorectumFAP1.08e-21-3.98e-03-0.1294
5140PDE3BA015-C-204HumanColorectumFAP5.42e-051.55e-01-0.0228
5140PDE3BA014-C-040HumanColorectumFAP8.52e-038.75e-02-0.1184
5140PDE3BA002-C-201HumanColorectumFAP8.71e-10-2.87e-030.0324
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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
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:0009895ColorectumADnegative regulation of catabolic process124/3918320/187231.66e-133.35e-11124
GO:0032868ColorectumADresponse to insulin91/3918264/187232.02e-078.48e-0691
GO:1901653ColorectumADcellular response to peptide114/3918359/187238.32e-072.88e-05114
GO:0032869ColorectumADcellular response to insulin stimulus72/3918203/187231.10e-063.68e-0572
GO:0071375ColorectumADcellular response to peptide hormone stimulus95/3918290/187231.50e-064.66e-0595
GO:0043434ColorectumADresponse to peptide hormone126/3918414/187232.70e-067.86e-05126
GO:0016042ColorectumADlipid catabolic process97/3918320/187234.31e-057.56e-0497
GO:00098951ColorectumSERnegative regulation of catabolic process84/2897320/187233.93e-072.06e-0584
GO:00160421ColorectumSERlipid catabolic process77/2897320/187233.52e-059.18e-0477
GO:00328681ColorectumSERresponse to insulin65/2897264/187236.70e-051.53e-0365
GO:19016531ColorectumSERcellular response to peptide83/2897359/187238.03e-051.77e-0383
GO:00434341ColorectumSERresponse to peptide hormone93/2897414/187239.61e-052.04e-0393
GO:00713751ColorectumSERcellular response to peptide hormone stimulus68/2897290/187232.20e-043.89e-0368
GO:00328691ColorectumSERcellular response to insulin stimulus51/2897203/187232.30e-043.96e-0351
GO:0007162ColorectumSERnegative regulation of cell adhesion68/2897303/187238.02e-041.01e-0268
GO:00098952ColorectumMSSnegative regulation of catabolic process110/3467320/187237.88e-121.20e-09110
GO:00434342ColorectumMSSresponse to peptide hormone104/3467414/187234.58e-045.43e-03104
GO:19016532ColorectumMSScellular response to peptide91/3467359/187237.38e-047.88e-0391
GO:00328692ColorectumMSScellular response to insulin stimulus56/3467203/187239.41e-049.50e-0356
GO:00713752ColorectumMSScellular response to peptide hormone stimulus75/3467290/187231.14e-031.12e-0275
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04922ColorectumADGlucagon signaling pathway41/2092107/84651.18e-037.75e-034.94e-0341
hsa049221ColorectumADGlucagon signaling pathway41/2092107/84651.18e-037.75e-034.94e-0341
hsa049222ColorectumSERGlucagon signaling pathway38/1580107/84652.57e-053.28e-042.38e-0438
hsa049223ColorectumSERGlucagon signaling pathway38/1580107/84652.57e-053.28e-042.38e-0438
hsa049224ColorectumMSSGlucagon signaling pathway39/1875107/84655.00e-043.45e-032.11e-0339
hsa04022ColorectumMSScGMP-PKG signaling pathway51/1875167/84656.83e-032.73e-021.67e-0251
hsa04910ColorectumMSSInsulin signaling pathway43/1875137/84657.37e-032.84e-021.74e-0243
hsa049225ColorectumMSSGlucagon signaling pathway39/1875107/84655.00e-043.45e-032.11e-0339
hsa040221ColorectumMSScGMP-PKG signaling pathway51/1875167/84656.83e-032.73e-021.67e-0251
hsa049101ColorectumMSSInsulin signaling pathway43/1875137/84657.37e-032.84e-021.74e-0243
hsa049226ColorectumFAPGlucagon signaling pathway32/1404107/84654.08e-043.10e-031.89e-0332
hsa049102ColorectumFAPInsulin signaling pathway36/1404137/84652.51e-031.18e-027.18e-0336
hsa040222ColorectumFAPcGMP-PKG signaling pathway42/1404167/84652.84e-031.27e-027.70e-0342
hsa04024ColorectumFAPcAMP signaling pathway51/1404225/84651.02e-023.68e-022.24e-0251
hsa049227ColorectumFAPGlucagon signaling pathway32/1404107/84654.08e-043.10e-031.89e-0332
hsa049103ColorectumFAPInsulin signaling pathway36/1404137/84652.51e-031.18e-027.18e-0336
hsa040223ColorectumFAPcGMP-PKG signaling pathway42/1404167/84652.84e-031.27e-027.70e-0342
hsa040241ColorectumFAPcAMP signaling pathway51/1404225/84651.02e-023.68e-022.24e-0251
hsa040242ColorectumCRCcAMP signaling pathway47/1091225/84654.57e-044.77e-033.23e-0347
hsa049104ColorectumCRCInsulin signaling pathway31/1091137/84651.07e-038.91e-036.03e-0331
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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
PDE3BSNVMissense_Mutationc.2004N>Gp.Asp668Glup.D668EQ13370protein_codingtolerated(0.39)benign(0.007)TCGA-A2-A0D0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
PDE3BSNVMissense_Mutationnovelc.2460N>Tp.Met820Ilep.M820IQ13370protein_codingdeleterious(0.02)probably_damaging(0.994)TCGA-A7-A6VX-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelCR
PDE3BSNVMissense_Mutationnovelc.130N>Gp.Pro44Alap.P44AQ13370protein_codingtolerated(0.05)benign(0.007)TCGA-AC-A2QI-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycytoxanCR
PDE3BSNVMissense_Mutationc.2116N>Cp.Asp706Hisp.D706HQ13370protein_codingdeleterious(0)probably_damaging(0.999)TCGA-D8-A1JD-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
PDE3BinsertionFrame_Shift_Insnovelc.3259_3260insGAATAGCACTGAACAGTGTp.Asn1087ArgfsTer8p.N1087Rfs*8Q13370protein_codingTCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
PDE3BinsertionIn_Frame_Insnovelc.968_969insCTCCAGGCTGGAGTGp.Ser323_Arg324insSerArgLeuGluCysp.S323_R324insSRLECQ13370protein_codingTCGA-BH-A0H9-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
PDE3BSNVMissense_Mutationnovelc.2689N>Cp.Lys897Glnp.K897QQ13370protein_codingdeleterious(0.02)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PDE3BSNVMissense_Mutationnovelc.2068N>Ap.Glu690Lysp.E690KQ13370protein_codingtolerated(0.36)benign(0.22)TCGA-VS-A9UZ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
PDE3BSNVMissense_Mutationrs782615223c.3088G>Ap.Gly1030Serp.G1030SQ13370protein_codingtolerated(0.29)benign(0)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PDE3BSNVMissense_Mutationc.317N>Ap.Ala106Aspp.A106DQ13370protein_codingdeleterious(0.02)benign(0.07)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<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
5140PDE3BENZYME, DRUGGABLE GENOMEinhibitorCHEMBL190THEOPHYLLINE
5140PDE3BENZYME, DRUGGABLE GENOMEinhibitor178103723CILOSTAZOL
5140PDE3BENZYME, DRUGGABLE GENOMEUS8741907-compound-3
5140PDE3BENZYME, DRUGGABLE GENOMEinhibitorCHEMBL628PENTOXIFYLLINE
5140PDE3BENZYME, DRUGGABLE GENOMEinhibitorCHEMBL932DIPYRIDAMOLE
5140PDE3BENZYME, DRUGGABLE GENOMEinhibitor178101910MILRINONE
5140PDE3BENZYME, DRUGGABLE GENOMEinhibitorCHEMBL1200759ANAGRELIDE HYDROCHLORIDE
5140PDE3BENZYME, DRUGGABLE GENOMEinhibitor178103777INAMRINONE
5140PDE3BENZYME, DRUGGABLE GENOMEinhibitorCHEMBL1370561AMINOPHYLLINE
5140PDE3BENZYME, DRUGGABLE GENOMEinhibitorCHEMBL1200434OXTRIPHYLLINE
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