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: PDE8A

Gene summary for PDE8A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PDE8A

Gene ID

5151

Gene namephosphodiesterase 8A
Gene AliasHsT19550
Cytomap15q25.3
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

O60658


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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
5151PDE8ACCI_1HumanCervixCC2.75e-111.17e+000.528
5151PDE8ACCI_3HumanCervixCC3.33e-084.78e-010.516
5151PDE8AHTA11_3410_2000001011HumanColorectumAD1.53e-50-1.02e+000.0155
5151PDE8AHTA11_2951_2000001011HumanColorectumAD4.24e-14-9.97e-010.0216
5151PDE8AHTA11_347_2000001011HumanColorectumAD3.14e-157.83e-01-0.1954
5151PDE8AHTA11_3361_2000001011HumanColorectumAD1.08e-05-5.55e-01-0.1207
5151PDE8AHTA11_696_2000001011HumanColorectumAD1.86e-05-2.95e-01-0.1464
5151PDE8AHTA11_5212_2000001011HumanColorectumAD2.88e-03-4.38e-01-0.2061
5151PDE8AHTA11_866_3004761011HumanColorectumAD1.55e-39-9.13e-010.096
5151PDE8AHTA11_9408_2000001011HumanColorectumAD3.33e-09-9.96e-010.0451
5151PDE8AHTA11_8622_2000001021HumanColorectumSER8.58e-15-9.36e-010.0528
5151PDE8AHTA11_10711_2000001011HumanColorectumAD8.87e-20-8.25e-010.0338
5151PDE8AHTA11_7696_3000711011HumanColorectumAD5.92e-33-7.40e-010.0674
5151PDE8AHTA11_11156_2000001011HumanColorectumAD6.01e-03-8.62e-010.0397
5151PDE8AHTA11_6818_2000001021HumanColorectumAD1.02e-22-8.24e-010.0588
5151PDE8AHTA11_99999970781_79442HumanColorectumMSS4.76e-52-9.66e-010.294
5151PDE8AHTA11_99999971662_82457HumanColorectumMSS8.48e-42-8.39e-010.3859
5151PDE8AHTA11_99999973899_84307HumanColorectumMSS9.93e-10-7.73e-010.2585
5151PDE8AHTA11_99999974143_84620HumanColorectumMSS5.79e-43-9.15e-010.3005
5151PDE8AF007HumanColorectumFAP2.35e-15-7.62e-010.1176
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
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
∗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:000697910CervixCCresponse to oxidative stress102/2311446/187232.99e-104.36e-08102
GO:000030210CervixCCresponse to reactive oxygen species56/2311222/187231.00e-075.25e-0656
GO:006219710CervixCCcellular response to chemical stress76/2311337/187231.01e-075.25e-0676
GO:004254210CervixCCresponse to hydrogen peroxide40/2311146/187236.79e-072.46e-0540
GO:003459910CervixCCcellular response to oxidative stress63/2311288/187233.58e-069.50e-0563
GO:00434104CervixCCpositive regulation of MAPK cascade90/2311480/187232.92e-054.83e-0490
GO:00713648CervixCCcellular response to epidermal growth factor stimulus16/231145/187235.24e-057.83e-0416
GO:00708498CervixCCresponse to epidermal growth factor16/231149/187231.67e-041.99e-0316
GO:003461410CervixCCcellular response to reactive oxygen species35/2311155/187232.59e-042.85e-0335
GO:00467008CervixCCheterocycle catabolic process80/2311445/187233.23e-043.42e-0380
GO:00346559CervixCCnucleobase-containing compound catabolic process74/2311407/187233.77e-043.88e-0374
GO:00196939CervixCCribose phosphate metabolic process72/2311396/187234.49e-044.48e-0372
GO:00092599CervixCCribonucleotide metabolic process70/2311385/187235.35e-045.18e-0370
GO:00442709CervixCCcellular nitrogen compound catabolic process79/2311451/187237.80e-046.91e-0379
GO:000915010CervixCCpurine ribonucleotide metabolic process66/2311368/187231.09e-039.07e-0366
GO:00703714CervixCCERK1 and ERK2 cascade60/2311330/187231.28e-031.02e-0260
GO:00194398CervixCCaromatic compound catabolic process79/2311467/187232.14e-031.54e-0279
GO:000616310CervixCCpurine nucleotide metabolic process67/2311396/187234.41e-032.69e-0267
GO:00703723CervixCCregulation of ERK1 and ERK2 cascade54/2311309/187235.11e-033.02e-0254
GO:003647310CervixCCcell death in response to oxidative stress21/231195/187235.32e-033.10e-0221
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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
PDE8ASNVMissense_Mutationc.1484A>Tp.Glu495Valp.E495VO60658protein_codingtolerated(0.06)benign(0.094)TCGA-BH-A0GZ-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
PDE8ASNVMissense_Mutationc.476N>Gp.Val159Glyp.V159GO60658protein_codingdeleterious(0)possibly_damaging(0.893)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PDE8ASNVMissense_Mutationrs192339320c.704N>Ap.Arg235Hisp.R235HO60658protein_codingtolerated(1)benign(0)TCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PDE8ASNVMissense_Mutationnovelc.2039N>Gp.Phe680Cysp.F680CO60658protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
PDE8ASNVMissense_Mutationc.2174C>Tp.Ala725Valp.A725VO60658protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
PDE8ASNVMissense_Mutationnovelc.1501N>Tp.Asp501Tyrp.D501YO60658protein_codingdeleterious(0)possibly_damaging(0.478)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
PDE8ASNVMissense_Mutationc.1130N>Tp.Arg377Leup.R377LO60658protein_codingdeleterious(0)probably_damaging(0.997)TCGA-CM-5863-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinSD
PDE8ASNVMissense_Mutationnovelc.1672N>Cp.Ser558Prop.S558PO60658protein_codingdeleterious(0)probably_damaging(0.955)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
PDE8AdeletionFrame_Shift_Delc.800delNp.Lys269ArgfsTer8p.K269Rfs*8O60658protein_codingTCGA-AA-3966-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PDE8AdeletionFrame_Shift_Delc.800delNp.Lys269ArgfsTer8p.K269Rfs*8O60658protein_codingTCGA-AA-A02R-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
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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
5151PDE8ADRUGGABLE GENOME, ENZYMEinhibitor178101509DIPYRIDAMOLE
5151PDE8ADRUGGABLE GENOME, ENZYMEinhibitorCHEMBL932DIPYRIDAMOLE
5151PDE8ADRUGGABLE GENOME, ENZYMEinhibitorCHEMBL628PENTOXIFYLLINE
5151PDE8ADRUGGABLE GENOME, ENZYMEinhibitorCHEMBL1200875FLAVOXATE HYDROCHLORIDE
5151PDE8ADRUGGABLE GENOME, ENZYMEinhibitor348353618
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