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: PDE1A

Gene summary for PDE1A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PDE1A

Gene ID

5136

Gene namephosphodiesterase 1A
Gene AliasCAM-PDE 1A
Cytomap2q32.1
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

P54750


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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
5136PDE1Amale-WTAHumanThyroidPTC8.86e-363.27e-010.1037
5136PDE1APTC01HumanThyroidPTC6.47e-112.74e-010.1899
5136PDE1APTC03HumanThyroidPTC2.00e-051.63e-010.1784
5136PDE1APTC04HumanThyroidPTC1.13e-153.48e-010.1927
5136PDE1APTC05HumanThyroidPTC2.92e-138.73e-010.2065
5136PDE1APTC06HumanThyroidPTC3.32e-591.36e+000.2057
5136PDE1APTC07HumanThyroidPTC6.76e-215.37e-010.2044
5136PDE1AATC5HumanThyroidATC1.79e-03-2.70e-030.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:0034655112ThyroidPTCnucleobase-containing compound catabolic process211/5968407/187232.72e-172.52e-15211
GO:0046700111ThyroidPTCheterocycle catabolic process221/5968445/187232.43e-151.72e-13221
GO:0044270111ThyroidPTCcellular nitrogen compound catabolic process223/5968451/187233.34e-152.31e-13223
GO:0019439111ThyroidPTCaromatic compound catabolic process225/5968467/187238.51e-144.71e-12225
GO:1901361111ThyroidPTCorganic cyclic compound catabolic process231/5968495/187232.55e-121.12e-10231
GO:001969327ThyroidPTCribose phosphate metabolic process176/5968396/187238.28e-081.70e-06176
GO:000915028ThyroidPTCpurine ribonucleotide metabolic process165/5968368/187231.03e-072.05e-06165
GO:007252127ThyroidPTCpurine-containing compound metabolic process182/5968416/187231.92e-073.51e-06182
GO:000925927ThyroidPTCribonucleotide metabolic process170/5968385/187232.32e-074.08e-06170
GO:000616327ThyroidPTCpurine nucleotide metabolic process170/5968396/187232.02e-062.75e-05170
GO:000675325ThyroidPTCnucleoside phosphate metabolic process205/5968497/187235.24e-066.35e-05205
GO:000911725ThyroidPTCnucleotide metabolic process202/5968489/187235.46e-066.60e-05202
GO:003465525ThyroidATCnucleobase-containing compound catabolic process217/6293407/187231.20e-161.04e-14217
GO:004670024ThyroidATCheterocycle catabolic process228/6293445/187237.26e-154.50e-13228
GO:004427025ThyroidATCcellular nitrogen compound catabolic process229/6293451/187232.25e-141.27e-12229
GO:001943924ThyroidATCaromatic compound catabolic process232/6293467/187233.05e-131.44e-11232
GO:190136124ThyroidATCorganic cyclic compound catabolic process238/6293495/187231.12e-114.12e-10238
GO:001969328ThyroidATCribose phosphate metabolic process184/6293396/187235.87e-081.05e-06184
GO:000915029ThyroidATCpurine ribonucleotide metabolic process172/6293368/187239.58e-081.64e-06172
GO:000925928ThyroidATCribonucleotide metabolic process178/6293385/187231.47e-072.39e-06178
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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
PDE1ASNVMissense_Mutationc.439N>Tp.Pro147Serp.P147SP54750protein_codingtolerated(0.09)possibly_damaging(0.721)TCGA-A8-A07Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnspecificExemestaneSD
PDE1ASNVMissense_Mutationnovelc.1276N>Ap.Glu426Lysp.E426KP54750protein_codingtolerated(0.07)benign(0.104)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PDE1ASNVMissense_Mutationrs553030991c.1355N>Tp.Thr452Ilep.T452IP54750protein_codingtolerated(0.21)benign(0.038)TCGA-B6-A0RG-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PDE1ASNVMissense_Mutationc.380C>Ap.Ala127Aspp.A127DP54750protein_codingdeleterious(0)probably_damaging(0.988)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PDE1ASNVMissense_Mutationc.191N>Gp.Glu64Glyp.E64GP54750protein_codingdeleterious(0)probably_damaging(0.967)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PDE1ASNVMissense_Mutationnovelc.143N>Gp.Asn48Serp.N48SP54750protein_codingtolerated(1)benign(0.009)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
PDE1ASNVMissense_Mutationc.232G>Cp.Glu78Glnp.E78QP54750protein_codingdeleterious(0.03)probably_damaging(0.935)TCGA-EK-A2PG-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
PDE1ASNVMissense_Mutationc.1159G>Ap.Glu387Lysp.E387KP54750protein_codingdeleterious(0)probably_damaging(1)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
PDE1ASNVMissense_Mutationc.865N>Cp.Glu289Glnp.E289QP54750protein_codingdeleterious(0)probably_damaging(0.999)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PDE1AdeletionFrame_Shift_Delnovelc.1142_1160delNNNNNNNNNNNNNNNNNNNp.Thr381SerfsTer12p.T381Sfs*12P54750protein_codingTCGA-HM-A3JJ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
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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
5136PDE1AENZYME, DRUGGABLE GENOMEinhibitor178101953
5136PDE1AENZYME, DRUGGABLE GENOMEinhibitor178101968VINPOCETINE
5136PDE1AENZYME, DRUGGABLE GENOMEinhibitorCHEMBL628PENTOXIFYLLINE
5136PDE1AENZYME, DRUGGABLE GENOMEinhibitorCHEMBL932DIPYRIDAMOLE
5136PDE1AENZYME, DRUGGABLE GENOMEactivator135652052
5136PDE1AENZYME, DRUGGABLE GENOMEinhibitor315661236CRISABOROLE
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