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Qian R, Xue J, Xu Y, Huang J. Alchemical Transformations and Beyond: Recent Advances and Real-World Applications of Free Energy Calculations in Drug Discovery. J Chem Inf Model 2024; 64:7214-7237. [PMID: 39360948 DOI: 10.1021/acs.jcim.4c01024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/15/2024]
Abstract
Computational methods constitute efficient strategies for screening and optimizing potential drug molecules. A critical factor in this process is the binding affinity between candidate molecules and targets, quantified as binding free energy. Among various estimation methods, alchemical transformation methods stand out for their theoretical rigor. Despite challenges in force field accuracy and sampling efficiency, advancements in algorithms, software, and hardware have increased the application of free energy perturbation (FEP) calculations in the pharmaceutical industry. Here, we review the practical applications of FEP in drug discovery projects since 2018, covering both ligand-centric and residue-centric transformations. We show that relative binding free energy calculations have steadily achieved chemical accuracy in real-world applications. In addition, we discuss alternative physics-based simulation methods and the incorporation of deep learning into free energy calculations.
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Affiliation(s)
- Runtong Qian
- Westlake AI Therapeutics Lab, Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, Zhejiang 310024, China
- Key Laboratory of Structural Biology of Zhejiang Province, School of Life Sciences, Westlake University, 18 Shilongshan Road, Hangzhou, Zhejiang 310024, China
| | - Jing Xue
- Westlake AI Therapeutics Lab, Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, Zhejiang 310024, China
- Key Laboratory of Structural Biology of Zhejiang Province, School of Life Sciences, Westlake University, 18 Shilongshan Road, Hangzhou, Zhejiang 310024, China
| | - You Xu
- Westlake AI Therapeutics Lab, Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, Zhejiang 310024, China
- Key Laboratory of Structural Biology of Zhejiang Province, School of Life Sciences, Westlake University, 18 Shilongshan Road, Hangzhou, Zhejiang 310024, China
| | - Jing Huang
- Westlake AI Therapeutics Lab, Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, Zhejiang 310024, China
- Key Laboratory of Structural Biology of Zhejiang Province, School of Life Sciences, Westlake University, 18 Shilongshan Road, Hangzhou, Zhejiang 310024, China
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Cella A, Marè A, Gigli GL, Zedde M, Valente M, Merlino G. A pharmacokinetic and pharmacodynamic evaluation of asundexian: a novel factor XIa inhibitor for stroke prevention. Expert Opin Drug Metab Toxicol 2024:1-9. [PMID: 39257338 DOI: 10.1080/17425255.2024.2402496] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Revised: 08/24/2024] [Accepted: 09/05/2024] [Indexed: 09/12/2024]
Abstract
INTRODUCTION Antithrombotic therapy is the mainstay of ischemic stroke prevention. Current drugs (antiplatelets and oral anticoagulants) lead to increased bleeding risks, and the rates of stroke recurrence, despite antithrombotic therapy, are still elevated. There is a need for novel antithrombotic therapies with superior effectiveness but without increased bleeding risk. Factor XIa inhibitors might cover this gap. AREAS COVERED This manuscript examines the pharmacokinetic and pharmacodynamic properties of asundexian and the current clinical evidence regarding its application in preventing ischemic stroke. EXPERT OPINION Asundexian shows a very favoring pharmacokinetic profile. Despite asundexian being inferior to apixaban for cardioembolic ischemic stroke, it could be useful in patients with non-cardioembolic ischemic stroke. Although antiplatelet therapy is the recommended treatment to prevent non-cardioembolic ischemic stroke, adding an anticoagulant might have beneficial effects through the dual-pathway inhibition strategy. Due to the potential risk of hemorrhagic transformation, there is hesitation to administer anticoagulants early to patients who have recently had an ischemic stroke, especially if they are also on antiplatelet therapy. However, clinical trials on asundexian confirmed its safety for bleeding, even when used with antiplatelets. A phase 3 trial is currently investigating the efficacy of asundexian in preventing non-cardioembolic ischemic stroke.
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Affiliation(s)
- Arianna Cella
- Clinical Neurology, Department of Head, Neck and Neurosciences, Udine University Hospital, Udine, Italy
| | - Alessandro Marè
- Clinical Neurology, Department of Head, Neck and Neurosciences, Udine University Hospital, Udine, Italy
| | | | - Marialuisa Zedde
- Neurology Unit, Department of Neuromotor Physiology and Rehabilitation, Azienda USL-IRCCS di Reggio Emilia, Reggio Emilia, Italy
| | - Mariarosaria Valente
- Clinical Neurology, Department of Head, Neck and Neurosciences, Udine University Hospital, Udine, Italy
- DMED, University of Udine, Udine, Italy
| | - Giovanni Merlino
- Clinical Neurology, Department of Head, Neck and Neurosciences, Udine University Hospital, Udine, Italy
- Stroke Unit, Department of Head, Neck and Neurosciences, Udine University Hospital, Udine, Italy
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Xie Z, Wang Q, Liao C. Selective factor XI/XIa inhibitors: a beacon of hope in anticoagulation therapy. Future Med Chem 2024:1-4. [PMID: 39373187 DOI: 10.1080/17568919.2024.2409623] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2024] [Accepted: 09/17/2024] [Indexed: 10/08/2024] Open
Affiliation(s)
- Zhouling Xie
- Department of Pharmaceutical Sciences and Engineering, School of Food and Biological Engineering, Hefei University of Technology, Hefei, 230009, China
| | - Qin Wang
- Department of Otolaryngology-Head and Neck Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, China
| | - Chenzhong Liao
- Department of Pharmaceutical Sciences and Engineering, School of Food and Biological Engineering, Hefei University of Technology, Hefei, 230009, China
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Wehrhan L, Keller BG. Fluorinated Protein-Ligand Complexes: A Computational Perspective. J Phys Chem B 2024; 128:5925-5934. [PMID: 38886167 PMCID: PMC11215785 DOI: 10.1021/acs.jpcb.4c01493] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Revised: 05/28/2024] [Accepted: 05/30/2024] [Indexed: 06/20/2024]
Abstract
Fluorine is an element renowned for its unique properties. Its powerful capability to modulate molecular properties makes it an attractive substituent for protein binding ligands; however, the rational design of fluorination can be challenging with effects on interactions and binding energies being difficult to predict. In this Perspective, we highlight how computational methods help us to understand the role of fluorine in protein-ligand binding with a focus on molecular simulation. We underline the importance of an accurate force field, present fluoride channels as a showcase for biomolecular interactions with fluorine, and discuss fluorine specific interactions like the ability to form hydrogen bonds and interactions with aryl groups. We put special emphasis on the disruption of water networks and entropic effects.
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Affiliation(s)
- Leon Wehrhan
- Department of Chemistry,
Biology and Pharmacy, Freie Universität
Berlin, Arnimallee 22, 14195 Berlin, Germany
| | - Bettina G. Keller
- Department of Chemistry,
Biology and Pharmacy, Freie Universität
Berlin, Arnimallee 22, 14195 Berlin, Germany
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Andreotti F, Massetti M, Montalescot G. Thrombosis, Bleeding, and the Promise of Factor XI(a) Inhibition. J Am Coll Cardiol 2024; 83:679-681. [PMID: 38325993 DOI: 10.1016/j.jacc.2023.12.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Accepted: 12/07/2023] [Indexed: 02/09/2024]
Affiliation(s)
- Felicita Andreotti
- Department of Cardiovascular Sciences, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy; Catholic University Medical School, Rome, Italy.
| | - Massimo Massetti
- Department of Cardiovascular Sciences, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy; Catholic University Medical School, Rome, Italy
| | - Gilles Montalescot
- Sorbonne Université, ACTION Study Group, INSERM UMRS 1166, Institut de Cardiologie, Hôpital Pitié-Salpêtrière (AP-HP), Paris, France
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Wang Y, Yuan J, Yan S, Liu P, Zheng Z, Zhang S, Meng F, Liu W, Huang C, Wei Q. Design, synthesis and biological evaluation of 6-chloro-quinolin-2-one derivatives as novel FXIa inhibitors. Bioorg Med Chem Lett 2024; 99:129610. [PMID: 38211702 DOI: 10.1016/j.bmcl.2024.129610] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Revised: 01/02/2024] [Accepted: 01/04/2024] [Indexed: 01/13/2024]
Abstract
A series of 6-chloro-quinolin-2-one derivatives were designed and synthesized as FXIa inhibitors by exploration of P1, P1 prime and P2 prime groups. Each compound was accessed for inhibitory effect on FXIa and some of them were evaluated in the clotting assay. 14c demonstrated excellent in-vitro potency (FXIa IC50: 15 nM, 2 x aPTT: 6.8 μM) and good in-vivo efficacy (prolonged in-vivo aPTT by more than 1-fold but not PT). Moreover, the pharmacokinetics property of 14c were evaluated following intravenous administration in rats, which indicated that 14c probably will be a clinical candidate for intravenous administration.
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Affiliation(s)
- Yanshi Wang
- Tianjin Key Laboratory of Molecular Design and Drug Discovery, Puchuang Pharmaceutical Technology (Tianjin) Co., Ltd, Tianjin Institute of Pharmaceutical Research, 306 Huiren Road, Tianjin 300301, PR China; National Key Laboratory of Druggability Evaluation and Systematic Translational Medicine, Tianjin Institute of Pharmaceutical Research, 306 Huiren Road, Tianjin 300301, PR China
| | - Jianglin Yuan
- Tianjin Key Laboratory of Molecular Design and Drug Discovery, Puchuang Pharmaceutical Technology (Tianjin) Co., Ltd, Tianjin Institute of Pharmaceutical Research, 306 Huiren Road, Tianjin 300301, PR China; National Key Laboratory of Druggability Evaluation and Systematic Translational Medicine, Tianjin Institute of Pharmaceutical Research, 306 Huiren Road, Tianjin 300301, PR China
| | - Sida Yan
- Tianjin Key Laboratory of Molecular Design and Drug Discovery, Puchuang Pharmaceutical Technology (Tianjin) Co., Ltd, Tianjin Institute of Pharmaceutical Research, 306 Huiren Road, Tianjin 300301, PR China; National Key Laboratory of Druggability Evaluation and Systematic Translational Medicine, Tianjin Institute of Pharmaceutical Research, 306 Huiren Road, Tianjin 300301, PR China
| | - Peng Liu
- Tianjin Key Laboratory of Molecular Design and Drug Discovery, Puchuang Pharmaceutical Technology (Tianjin) Co., Ltd, Tianjin Institute of Pharmaceutical Research, 306 Huiren Road, Tianjin 300301, PR China; National Key Laboratory of Druggability Evaluation and Systematic Translational Medicine, Tianjin Institute of Pharmaceutical Research, 306 Huiren Road, Tianjin 300301, PR China
| | - Zhichao Zheng
- Tianjin Key Laboratory of Molecular Design and Drug Discovery, Puchuang Pharmaceutical Technology (Tianjin) Co., Ltd, Tianjin Institute of Pharmaceutical Research, 306 Huiren Road, Tianjin 300301, PR China; National Key Laboratory of Druggability Evaluation and Systematic Translational Medicine, Tianjin Institute of Pharmaceutical Research, 306 Huiren Road, Tianjin 300301, PR China
| | - Shijun Zhang
- Tianjin Key Laboratory of Molecular Design and Drug Discovery, Puchuang Pharmaceutical Technology (Tianjin) Co., Ltd, Tianjin Institute of Pharmaceutical Research, 306 Huiren Road, Tianjin 300301, PR China; National Key Laboratory of Druggability Evaluation and Systematic Translational Medicine, Tianjin Institute of Pharmaceutical Research, 306 Huiren Road, Tianjin 300301, PR China
| | - Fancui Meng
- Tianjin Key Laboratory of Molecular Design and Drug Discovery, Puchuang Pharmaceutical Technology (Tianjin) Co., Ltd, Tianjin Institute of Pharmaceutical Research, 306 Huiren Road, Tianjin 300301, PR China; National Key Laboratory of Druggability Evaluation and Systematic Translational Medicine, Tianjin Institute of Pharmaceutical Research, 306 Huiren Road, Tianjin 300301, PR China
| | - Wei Liu
- Tianjin Key Laboratory of Molecular Design and Drug Discovery, Puchuang Pharmaceutical Technology (Tianjin) Co., Ltd, Tianjin Institute of Pharmaceutical Research, 306 Huiren Road, Tianjin 300301, PR China; National Key Laboratory of Druggability Evaluation and Systematic Translational Medicine, Tianjin Institute of Pharmaceutical Research, 306 Huiren Road, Tianjin 300301, PR China
| | - Changjiang Huang
- Tianjin Key Laboratory of Molecular Design and Drug Discovery, Puchuang Pharmaceutical Technology (Tianjin) Co., Ltd, Tianjin Institute of Pharmaceutical Research, 306 Huiren Road, Tianjin 300301, PR China; National Key Laboratory of Druggability Evaluation and Systematic Translational Medicine, Tianjin Institute of Pharmaceutical Research, 306 Huiren Road, Tianjin 300301, PR China.
| | - Qunchao Wei
- Tianjin Key Laboratory of Molecular Design and Drug Discovery, Puchuang Pharmaceutical Technology (Tianjin) Co., Ltd, Tianjin Institute of Pharmaceutical Research, 306 Huiren Road, Tianjin 300301, PR China; National Key Laboratory of Druggability Evaluation and Systematic Translational Medicine, Tianjin Institute of Pharmaceutical Research, 306 Huiren Road, Tianjin 300301, PR China.
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