Evidence map›Paper›PMID 42197287›Full record

ArticleMolecules (Basel, Switzerland)2026

Integrated Pharmacophore Modeling, Molecular Docking, and Molecular Dynamics Simulations Accelerate the Discovery of Novel PDE1 Inhibitors with Potential for the Treatment of Idiopathic Pulmonary Fibrosis.

Xin-Lin Cai, Zhao-Hang Xue, Shu-Jin He, Wei-Hao Luo, Run-Duo Liu, Qian Zhou, Chen Zhang

Abstract read
In one paragraph

Article in Molecules (Basel, Switzerland), 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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0citing papers in PubMed
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1 · What the graph read from it

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Xin-Lin CaiSchool of Chemistry and Chemical Engineering, Guangdong Pharmaceutical University, Zhongshan 528458, China.
Zhao-Hang XueSchool of Chemistry and Chemical Engineering, Guangdong Pharmaceutical University, Zhongshan 528458, China.
Shu-Jin HeSchool of Chemistry and Chemical Engineering, Guangdong Pharmaceutical University, Zhongshan 528458, China.
Wei-Hao LuoSchool of Chemistry and Chemical Engineering, Guangdong Pharmaceutical University, Zhongshan 528458, China.
Run-Duo LiuSchool of Pharmaceutical Sciences, Sun Yat-sen University, Guangzhou 510006, China.
Qian ZhouKey Laboratory of Tropical Biological Resources of Ministry of Education and Hainan Engineering Research Center for Drug Screening and Evaluation, School of Pharmaceutical Sciences, Hainan University, Haikou 570228, China.ORCID 0000-0002-6384-6535
Chen ZhangSchool of Chemistry and Chemical Engineering, Guangdong Pharmaceutical University, Zhongshan 528458, China.ORCID 0000-0002-0447-0961

Funding

China Postdoctoral Science Foundation 2020T130152ZXNational Natural Science Foundation of China 82003652 and 22307031
6 · The paper itself

Abstract

Phosphodiesterase-1 (PDE1) represents an attractive target for the treatment of idiopathic pulmonary fibrosis (IPF). However, the limited chemical diversity of current PDE1 inhibitors has hindered the development of potential anti-IPF drugs, primarily due to an ambiguous understanding of interactions between inhibitors and PDE1. Herein, we report an integrated virtual screening strategy containing pharmacophore modeling, molecular docking, and molecular dynamics simulations, which markedly accelerated the discovery of novel PDE1 inhibitors. Enzymatic assays identified eleven active compounds with moderate inhibition from twenty-six purchased candidates, encompassing nine distinct scaffold types. Notably, 6484-0008 and 6484-0032 exhibited more than 50% inhibition at a concentration of 1 μM. Hydrogen bond analysis and residue-based energy decompositions revealed key recognition mechanisms involving crucial residues Gln421, His373, and Phe424, as well as the unique Thr271 in the flexible H-loop region, providing insights for the rational design of inhibitors with enhanced potency.

Indexed as

Cyclic Nucleotide Phosphodiesterases, Type 1Idiopathic Pulmonary FibrosisMolecular Docking SimulationMolecular Dynamics SimulationPhosphodiesterase InhibitorsDrug DiscoveryHumansHydrogen BondingPharmacophoreProtein BindingStructure-Activity RelationshipCyclic Nucleotide Phosphodiesterases, Type 1Phosphodiesterase Inhibitorsmolecular dynamicspharmacophore modelingphosphodiesterase-1virtual screening

Identifiers

PMID42197287
PMCPMC13209513

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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 OpenQuestion graph.