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: PDE10A

Gene summary for PDE10A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PDE10A

Gene ID

10846

Gene namephosphodiesterase 10A
Gene AliasADSD2
Cytomap6q27
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q9Y233


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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
10846PDE10ARNA-P7T1-P7T1-1HumanLungAIS9.39e-097.73e-01-0.0961
10846PDE10ARNA-P7T1-P7T1-2HumanLungAIS8.94e-077.05e-01-0.0876
10846PDE10ARNA-P7T1-P7T1-3HumanLungAIS3.20e-118.81e-01-0.0822
10846PDE10ARNA-P7T1-P7T1-4HumanLungAIS6.36e-108.09e-01-0.0809
10846PDE10AHTA12-15-2HumanPancreasPDAC4.09e-085.34e-010.2315
10846PDE10AHTA12-16-2HumanPancreasPDAC1.71e-026.26e-010.0535
10846PDE10AHTA12-23-1HumanPancreasPDAC3.85e-131.21e+000.3405
10846PDE10AHTA12-25-1HumanPancreasPDAC2.04e-118.27e-010.313
10846PDE10AHTA12-26-1HumanPancreasPDAC4.22e-231.16e+000.3728
10846PDE10AHTA12-29-1HumanPancreasPDAC1.38e-671.39e+000.3722
10846PDE10AHTA12-30-1HumanPancreasPDAC1.14e-027.46e-010.3671
10846PDE10AHTA12-32-1HumanPancreasPDAC1.46e-039.49e-010.3624
10846PDE10AHTA12-9-3HumanPancreasPDAC3.02e-088.68e-010.2045
10846PDE10AGSM5252130_BPH340PrGF_ViaHumanProstateBPH6.35e-031.88e-01-0.1972
10846PDE10AGSM5252131_BPH340PrSF_ViaHumanProstateBPH4.88e-031.80e-01-0.2126
10846PDE10AGSM5252132_BPH389PrGFHumanProstateBPH2.70e-154.89e-01-0.2247
10846PDE10AGSM5252134_BPH511PrG_Fcol_3GEXHumanProstateBPH5.05e-041.47e-01-0.1433
10846PDE10A047563_1562-all-cellsHumanProstateBPH3.62e-256.24e-010.0791
10846PDE10A048752_1579-all-cellsHumanProstateBPH1.21e-791.31e+000.1008
10846PDE10A052095_1628-all-cellsHumanProstateBPH3.17e-286.90e-010.1032
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:000915013LungAISpurine ribonucleotide metabolic process58/1849368/187232.33e-044.68e-0358
GO:000925913LungAISribonucleotide metabolic process59/1849385/187234.36e-047.41e-0359
GO:000616313LungAISpurine nucleotide metabolic process59/1849396/187238.91e-041.20e-0259
GO:001969313LungAISribose phosphate metabolic process59/1849396/187238.91e-041.20e-0259
GO:007252113LungAISpurine-containing compound metabolic process61/1849416/187231.10e-031.42e-0261
GO:0019932LungAISsecond-messenger-mediated signaling46/1849312/187233.79e-033.52e-0246
GO:000915018ProstateBPHpurine ribonucleotide metabolic process107/3107368/187231.18e-095.19e-08107
GO:000925917ProstateBPHribonucleotide metabolic process108/3107385/187238.73e-092.97e-07108
GO:000616318ProstateBPHpurine nucleotide metabolic process109/3107396/187232.28e-086.94e-07109
GO:001969317ProstateBPHribose phosphate metabolic process109/3107396/187232.28e-086.94e-07109
GO:007252118ProstateBPHpurine-containing compound metabolic process113/3107416/187232.77e-088.13e-07113
GO:003465515ProstateBPHnucleobase-containing compound catabolic process107/3107407/187233.79e-077.89e-06107
GO:004670010ProstateBPHheterocycle catabolic process111/3107445/187233.58e-065.54e-05111
GO:004427014ProstateBPHcellular nitrogen compound catabolic process112/3107451/187234.04e-066.12e-05112
GO:000911717ProstateBPHnucleotide metabolic process118/3107489/187239.68e-061.35e-04118
GO:001943910ProstateBPHaromatic compound catabolic process113/3107467/187231.30e-051.72e-04113
GO:190136110ProstateBPHorganic cyclic compound catabolic process118/3107495/187231.75e-052.17e-04118
GO:000675316ProstateBPHnucleoside phosphate metabolic process118/3107497/187232.13e-052.58e-04118
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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
PDE10ASNVMissense_Mutationc.623G>Tp.Gly208Valp.G208VQ9Y233protein_codingdeleterious(0)probably_damaging(1)TCGA-A7-A26G-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
PDE10ASNVMissense_Mutationc.2065N>Ap.Ala689Thrp.A689TQ9Y233protein_codingdeleterious(0.05)probably_damaging(0.997)TCGA-AC-A23C-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapychemoCR
PDE10ASNVMissense_Mutationc.121G>Ap.Asp41Asnp.D41NQ9Y233protein_codingdeleterious(0)probably_damaging(0.971)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
PDE10ASNVMissense_Mutationc.1811A>Tp.Gln604Leup.Q604LQ9Y233protein_codingdeleterious(0)probably_damaging(0.97)TCGA-AR-A24Z-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
PDE10ASNVMissense_Mutationc.634N>Ap.Gly212Serp.G212SQ9Y233protein_codingdeleterious(0.01)possibly_damaging(0.514)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PDE10ASNVMissense_Mutationc.1892N>Cp.Ile631Thrp.I631TQ9Y233protein_codingdeleterious(0.04)benign(0.384)TCGA-E9-A1RF-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenSD
PDE10ASNVMissense_Mutationnovelc.1699N>Tp.His567Tyrp.H567YQ9Y233protein_codingdeleterious(0)probably_damaging(0.997)TCGA-E9-A3Q9-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycyclophosphaneCR
PDE10ASNVMissense_Mutationc.1169G>Cp.Gly390Alap.G390AQ9Y233protein_codingdeleterious(0.04)probably_damaging(0.999)TCGA-EW-A1PB-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
PDE10AinsertionNonsense_Mutationnovelc.2340_2341insAGAGAAGCAAACATGTAGGAAAAAATATAAATCAGCp.Val780_Ala781insArgGluAlaAsnMetTerGluLysIleTerIleSerp.V780_A781insREANM*EKI*ISQ9Y233protein_codingTCGA-A8-A06P-01Breastbreast invasive carcinomaFemale<65III/IVUnspecificSD
PDE10AinsertionNonsense_Mutationnovelc.273_274insCATGTCCTAAAAACAAGTGTATCCTTCTAAAp.Ile92HisfsTer10p.I92Hfs*10Q9Y233protein_codingTCGA-AR-A0U0-01Breastbreast 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
10846PDE10AENZYME, DRUGGABLE GENOMEPMID27321640-Compound-58
10846PDE10AENZYME, DRUGGABLE GENOME1-aryl-4-methyl-[1,2,4]triazolo[4,3-a]quinoxaline derivative 6
10846PDE10AENZYME, DRUGGABLE GENOMEImidazo[5,1-c][1,2,4]benzotriazine derivative 2
10846PDE10AENZYME, DRUGGABLE GENOMEPMID27321640-Compound-59
10846PDE10AENZYME, DRUGGABLE GENOMETriazolo-pyridine derivative 6
10846PDE10AENZYME, DRUGGABLE GENOMEinhibitorCHEMBL932DIPYRIDAMOLE
10846PDE10AENZYME, DRUGGABLE GENOMETriazolo-pyridine derivative 3
10846PDE10AENZYME, DRUGGABLE GENOMEPyrido[1,2,4]triazolo[4,3-a]pyrazine derivative 2
10846PDE10AENZYME, DRUGGABLE GENOME1-aryl-4-methyl-[1,2,4]triazolo[4,3-a]quinoxaline derivative 4
10846PDE10AENZYME, DRUGGABLE GENOMEPyrido[1,2,4]triazolo[4,3-a]pyrazine derivative 1
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