Evidence map›Paper›PMID 42343302›Full record

ArticleBMC biotechnology2026

Integrated structure-based and systems-level identification of PDE9A inhibitors for heart failure with preserved ejection fraction.

Xiaoyan Lei, Rujie Wang, Yongmei Li

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Article in BMC biotechnology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Xiaoyan LeiDepartment of Cardiology, Chongqing Academy of Medical Sciences, Chongqing General Hospital, Chongqing University, Chongqing, China.
Rujie WangDepartment of Orthopedics, The Second Affiliated Hospital of Army Medical University, Shapingba District, Chongqing, China.
Yongmei LiDepartment of Cardiology, Chongqing Academy of Medical Sciences, Chongqing General Hospital, Chongqing University, Chongqing, China. liyongmei0023@outlook.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundHeart failure with preserved ejection fraction (HFpEF) is a complex and increasingly prevalent cardiovascular disorder with limited effective therapeutic options. Dysregulation of cyclic guanosine monophosphate (cGMP) signaling has been implicated in its pathophysiology. Phosphodiesterase 9A (PDE9A), a cGMP-specific enzyme, has emerged as a potential therapeutic target due to its role in nitric oxide-independent signaling pathways associated with myocardial dysfunction.

methodsThis study employed an integrated computational framework combining multi-conformational docking, pharmacophore modeling, pharmacophore validation using active-decoy screening, molecular dynamics simulations, and systems-level analyses to identify potential PDE9A inhibitors. Three crystal structures of PDE9A (4GH6, 4Y87, and 6LZZ) were analyzed for physicochemical properties, structural validation, and binding site prediction. Pharmacophore-guided virtual screening of PubChem-derived compounds was followed by active-decoy validation, ADMET evaluation, molecular docking, redocking validation, protein-ligand interaction analysis, and 500 ns molecular dynamics simulations.

resultsSeveral compounds demonstrated favorable binding affinities and pharmacokinetic profiles. Among them, EVPMO-PurHD exhibited the strongest binding affinity (- 10.1 kcal/mol) and suggested stable interaction behavior during the equilibrated phase of the simulation, following an initial conformational adjustment period, as indicated by RMSD stabilization and sustained intermolecular interaction.

conclusionThe findings indicate that the identified compounds represent promising computationally predicted candidates for PDE9A inhibition, supported by favorable binding affinity, stability, and pharmacokinetic profiles. However, further experimental validation through biochemical and in vitro/in vivo studies is required to confirm their therapeutic potential.

Indexed as

3',5'-Cyclic-AMP PhosphodiesterasesHeart FailurePhosphodiesterase InhibitorsBinding SitesHumansMolecular Docking SimulationMolecular Dynamics SimulationPharmacophoreStroke Volume3',5'-Cyclic-AMP PhosphodiesterasesPDE9A protein, humanPhosphodiesterase InhibitorsADMET analysiscGMP signalingHeart failure with preserved ejection fraction (HFpEF)Molecular dockingMolecular dynamics simulationPharmacophore modelingPhosphodiesterase 9A (PDE9A)Protein–ligand interactionsStructure-based drug designVirtual screening

Identifiers

PMID42343302
PMCPMC13670585

What Socratic holds

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.