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: PDE11A

Gene summary for PDE11A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PDE11A

Gene ID

50940

Gene namephosphodiesterase 11A
Gene AliasPPNAD2
Cytomap2q31.2
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

Q9HCR9


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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
50940PDE11AS41HumanLiverCirrhotic6.50e-043.03e-01-0.0343
50940PDE11AHCC1_MengHumanLiverHCC5.42e-05-1.81e-030.0246
50940PDE11AHCC2_MengHumanLiverHCC3.32e-033.68e-020.0107
50940PDE11AHCC1HumanLiverHCC3.64e-201.99e+000.5336
50940PDE11AHCC2HumanLiverHCC9.17e-412.16e+000.5341
50940PDE11AHCC5HumanLiverHCC1.62e-582.61e+000.4932
50940PDE11AS015HumanLiverHCC1.62e-083.17e-010.2375
50940PDE11AS016HumanLiverHCC5.33e-061.59e-010.2243
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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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
PDE11ASNVMissense_Mutationnovelc.2056C>Gp.Gln686Glup.Q686EQ9HCR9protein_codingtolerated(0.21)benign(0.114)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
PDE11ASNVMissense_Mutationnovelc.1621N>Ap.Asp541Asnp.D541NQ9HCR9protein_codingtolerated(0.06)benign(0.075)TCGA-A8-A082-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
PDE11ASNVMissense_Mutationrs762697508c.1264N>Tp.Arg422Cysp.R422CQ9HCR9protein_codingdeleterious(0)benign(0.175)TCGA-A8-A096-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PDE11ASNVMissense_Mutationnovelc.626N>Gp.Val209Glyp.V209GQ9HCR9protein_codingdeleterious(0)probably_damaging(0.99)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PDE11ASNVMissense_Mutationc.2165C>Tp.Ala722Valp.A722VQ9HCR9protein_codingtolerated(0.12)possibly_damaging(0.792)TCGA-BH-A0EB-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
PDE11ASNVMissense_Mutationc.496N>Tp.Pro166Serp.P166SQ9HCR9protein_codingdeleterious(0.01)possibly_damaging(0.7)TCGA-BH-A0H3-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PDE11ASNVMissense_Mutationc.1685N>Cp.Ile562Thrp.I562TQ9HCR9protein_codingtolerated(0.24)possibly_damaging(0.649)TCGA-E9-A1NA-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
PDE11AdeletionFrame_Shift_Delnovelc.1243_1261delNNNNNNNNNNNNNNNNNNNp.Gln415AsnfsTer8p.Q415Nfs*8Q9HCR9protein_codingTCGA-AR-A0TS-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
PDE11AinsertionFrame_Shift_Insnovelc.1911_1912insAAAAAAAAAACTCTGCCTCATTTp.Gln638LysfsTer23p.Q638Kfs*23Q9HCR9protein_codingTCGA-B6-A0IN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
PDE11AdeletionFrame_Shift_Delnovelc.406delNp.Thr136ProfsTer6p.T136Pfs*6Q9HCR9protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
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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
50940PDE11ADRUGGABLE GENOME, ENZYMEinhibitor178103173
50940PDE11ADRUGGABLE GENOME, ENZYMEinhibitor178103872TADALAFIL
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