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: PDE3A

Gene summary for PDE3A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PDE3A

Gene ID

5139

Gene namephosphodiesterase 3A
Gene AliasCGI-PDE
Cytomap12p12.2
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q14432


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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
5139PDE3AHTA11_3410_2000001011HumanColorectumAD4.39e-86-1.47e+000.0155
5139PDE3AHTA11_2487_2000001011HumanColorectumSER3.19e-07-5.10e-01-0.1808
5139PDE3AHTA11_2951_2000001011HumanColorectumAD9.76e-17-1.35e+000.0216
5139PDE3AHTA11_1938_2000001011HumanColorectumAD7.60e-43-1.22e+00-0.0811
5139PDE3AHTA11_78_2000001011HumanColorectumAD6.25e-15-6.40e-01-0.1088
5139PDE3AHTA11_347_2000001011HumanColorectumAD8.56e-095.52e-01-0.1954
5139PDE3AHTA11_3361_2000001011HumanColorectumAD3.72e-36-1.00e+00-0.1207
5139PDE3AHTA11_83_2000001011HumanColorectumSER1.71e-07-6.22e-01-0.1526
5139PDE3AHTA11_696_2000001011HumanColorectumAD7.61e-12-5.03e-01-0.1464
5139PDE3AHTA11_866_2000001011HumanColorectumAD2.10e-15-6.47e-01-0.1001
5139PDE3AHTA11_1391_2000001011HumanColorectumAD6.55e-41-9.38e-01-0.059
5139PDE3AHTA11_5212_2000001011HumanColorectumAD2.37e-04-4.94e-01-0.2061
5139PDE3AHTA11_5216_2000001011HumanColorectumSER1.15e-08-6.27e-01-0.1462
5139PDE3AHTA11_546_2000001011HumanColorectumAD3.42e-09-6.81e-01-0.0842
5139PDE3AHTA11_9341_2000001011HumanColorectumSER1.75e-14-1.14e+00-0.00410000000000005
5139PDE3AHTA11_7862_2000001011HumanColorectumAD5.31e-12-5.91e-01-0.0179
5139PDE3AHTA11_866_3004761011HumanColorectumAD1.40e-52-9.90e-010.096
5139PDE3AHTA11_4255_2000001011HumanColorectumSER7.80e-14-8.86e-010.0446
5139PDE3AHTA11_9408_2000001011HumanColorectumAD6.18e-15-1.13e+000.0451
5139PDE3AHTA11_8622_2000001021HumanColorectumSER4.01e-21-1.12e+000.0528
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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
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:0009410ColorectumADresponse to xenobiotic stimulus128/3918462/187232.69e-043.31e-03128
GO:0010720ColorectumADpositive regulation of cell development87/3918298/187234.17e-044.71e-0387
GO:0071559ColorectumADresponse to transforming growth factor beta74/3918256/187231.45e-031.23e-0274
GO:0071560ColorectumADcellular response to transforming growth factor beta stimulus72/3918250/187231.85e-031.52e-0272
GO:00107201ColorectumSERpositive regulation of cell development66/2897298/187231.36e-031.50e-0266
GO:00107202ColorectumMSSpositive regulation of cell development81/3467298/187231.38e-042.06e-0381
GO:00094101ColorectumMSSresponse to xenobiotic stimulus110/3467462/187232.36e-031.92e-02110
GO:00107203ColorectumFAPpositive regulation of cell development72/2622298/187231.67e-066.99e-0572
GO:00715591ColorectumFAPresponse to transforming growth factor beta63/2622256/187233.82e-061.32e-0463
GO:00715601ColorectumFAPcellular response to transforming growth factor beta stimulus61/2622250/187237.22e-062.19e-0461
GO:0046683ColorectumFAPresponse to organophosphorus33/2622131/187234.61e-045.39e-0333
GO:0003018ColorectumFAPvascular process in circulatory system56/2622263/187237.67e-048.12e-0356
GO:0014074ColorectumFAPresponse to purine-containing compound35/2622148/187231.09e-031.05e-0235
GO:0021700ColorectumFAPdevelopmental maturation57/2622280/187232.08e-031.72e-0257
GO:00094102ColorectumFAPresponse to xenobiotic stimulus87/2622462/187232.15e-031.77e-0287
GO:00107204ColorectumCRCpositive regulation of cell development60/2078298/187233.27e-061.47e-0460
GO:00715592ColorectumCRCresponse to transforming growth factor beta51/2078256/187232.33e-056.65e-0451
GO:00715602ColorectumCRCcellular response to transforming growth factor beta stimulus49/2078250/187235.17e-051.19e-0349
GO:00030181ColorectumCRCvascular process in circulatory system45/2078263/187232.10e-032.08e-0245
GO:00217001ColorectumCRCdevelopmental maturation47/2078280/187232.52e-032.38e-0247
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04022ColorectumMSScGMP-PKG signaling pathway51/1875167/84656.83e-032.73e-021.67e-0251
hsa040221ColorectumMSScGMP-PKG signaling pathway51/1875167/84656.83e-032.73e-021.67e-0251
hsa040222ColorectumFAPcGMP-PKG signaling pathway42/1404167/84652.84e-031.27e-027.70e-0342
hsa04024ColorectumFAPcAMP signaling pathway51/1404225/84651.02e-023.68e-022.24e-0251
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
hsa040243ColorectumCRCcAMP signaling pathway47/1091225/84654.57e-044.77e-033.23e-0347
hsa040224Oral cavityEOLPcGMP-PKG signaling pathway36/1218167/84657.34e-032.12e-021.25e-0236
hsa0402211Oral cavityEOLPcGMP-PKG signaling pathway36/1218167/84657.34e-032.12e-021.25e-0236
hsa0402221Oral cavityNEOLPcGMP-PKG signaling pathway35/1112167/84653.02e-031.25e-027.85e-0335
hsa0402231Oral cavityNEOLPcGMP-PKG signaling pathway35/1112167/84653.02e-031.25e-027.85e-0335
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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
PDE3ASNVMissense_Mutationc.1679N>Ap.Gly560Aspp.G560DQ14432protein_codingtolerated(0.63)benign(0.01)TCGA-A2-A0EO-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
PDE3ASNVMissense_Mutationc.1921N>Ap.Asp641Asnp.D641NQ14432protein_codingdeleterious(0.04)benign(0.109)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
PDE3ASNVMissense_Mutationrs776833954c.2014N>Ap.Leu672Ilep.L672IQ14432protein_codingtolerated(0.08)possibly_damaging(0.833)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PDE3ASNVMissense_Mutationc.2786G>Ap.Gly929Glup.G929EQ14432protein_codingdeleterious(0)probably_damaging(1)TCGA-AO-A03V-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyfluorouracilSD
PDE3ASNVMissense_Mutationrs150253039c.1045G>Ap.Val349Ilep.V349IQ14432protein_codingdeleterious(0.04)probably_damaging(0.985)TCGA-AQ-A04H-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxotereSD
PDE3ASNVMissense_Mutationc.1249N>Cp.Asp417Hisp.D417HQ14432protein_codingtolerated(0.07)benign(0.444)TCGA-AR-A0TP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
PDE3ASNVMissense_Mutationc.2653N>Ap.Phe885Ilep.F885IQ14432protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AR-A24Z-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
PDE3ASNVMissense_Mutationc.2123N>Ap.Gly708Aspp.G708DQ14432protein_codingdeleterious(0.03)possibly_damaging(0.795)TCGA-B6-A0I6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
PDE3ASNVMissense_Mutationc.2363C>Tp.Ser788Leup.S788LQ14432protein_codingdeleterious(0.04)benign(0.068)TCGA-BH-A18V-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PDE3ASNVMissense_Mutationc.3003N>Tp.Gln1001Hisp.Q1001HQ14432protein_codingdeleterious(0)probably_damaging(0.999)TCGA-D8-A1JK-01Breastbreast invasive 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
5139PDE3AENZYME, DRUGGABLE GENOMEVESNARINONEVESNARINONE
5139PDE3AENZYME, DRUGGABLE GENOMEK-134K-13423110051
5139PDE3AENZYME, DRUGGABLE GENOME349U85.HCL
5139PDE3AENZYME, DRUGGABLE GENOMEinhibitorCHEMBL628PENTOXIFYLLINE
5139PDE3AENZYME, DRUGGABLE GENOMEinhibitorCHEMBL1200578THEOPHYLLINE SODIUM GLYCINATE
5139PDE3AENZYME, DRUGGABLE GENOMEinhibitorCHEMBL190THEOPHYLLINE
5139PDE3AENZYME, DRUGGABLE GENOMERPL-554
5139PDE3AENZYME, DRUGGABLE GENOMEinhibitor178103691ANAGRELIDE
5139PDE3AENZYME, DRUGGABLE GENOMEhydrochlorothiazideHYDROCHLOROTHIAZIDE31327267
5139PDE3AENZYME, DRUGGABLE GENOMEinhibitor178103971IBUDILAST
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