Discovery of New Dual-Target Agents Against PPAR-γ and α-Glucosidase Enzymes with Molecular Modeling Methods: Molecular Docking, Molecular Dynamic Simulations, and MM/PBSA Analysis

IF 1.9 4区 生物学 Q4 BIOCHEMISTRY & MOLECULAR BIOLOGY The Protein Journal Pub Date : 2024-04-20 DOI:10.1007/s10930-024-10196-y
Süleyman Kaya, Gizem Tatar-Yılmaz, Bedriye Seda Kurşun Aktar, Emine Elçin Oruç Emre
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Abstract

Type 2 diabetes mellitus (T2DM) has become a serious public health problem both in our country and worldwide, being the most prevalent type of diabetes. The combined use of drugs in the treatment of T2DM leads to serious side effects, including gastrointestinal problems, liver toxicity, hypoglycemia, and treatment costs. Hence, there has been a growing emphasis on drugs that demonstrate dual interactions. Several studies have suggested that dual-target agents for peroxisome proliferator-activated receptor-γ (PPAR-γ) and alpha-glucosidase (α-glucosidase) could be a potent approach for treating patients with diabetes. We aim to develop new antidiabetic agents that target PPAR-γ and α-glucosidase enzymes using molecular modeling techniques. These compounds show dual interactions, are more effective, and have fewer side effects. The molecular docking method was employed to investigate the enzyme-ligand interaction mechanisms of 159 newly designed compounds with target enzymes. Additionally, we evaluated the ADME properties and pharmacokinetic suitability of these compounds based on Lipinski and Veber’s rules. Compound 70, which exhibited favorable ADME properties, demonstrated more effective binding energy with both PPAR-γ and α-glucosidase enzymes (-12,16 kcal/mol, -10.07 kcal/mol) compared to the reference compounds of Acetohexamide (-9.31 kcal/mol, -7.48 kcal/mol) and Glibenclamide (-11.12 kcal/mol, -8.66 kcal/mol). Further, analyses of MM/PBSA binding free energy and molecular dynamics (MD) simulations were conducted for target enzymes with compound 70, which exhibited the most favorable binding affinities with both enzymes. Based on this information, our study aims to contribute to the development of new dual-target antidiabetic agents with improved efficacy, reduced side effects, and enhanced reliability for diabetes treatment.

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用分子建模方法发现 PPAR-γ 和 α-葡萄糖苷酶双靶点新药:分子对接、分子动力学模拟和 MM/PBSA 分析
2 型糖尿病(T2DM)已成为我国和全世界严重的公共卫生问题,也是发病率最高的糖尿病类型。联合用药治疗 T2DM 会导致严重的副作用,包括胃肠道问题、肝毒性、低血糖和治疗费用。因此,人们越来越重视具有双重相互作用的药物。一些研究表明,过氧化物酶体增殖激活受体-γ(PPAR-γ)和α-葡萄糖苷酶(α-葡萄糖苷酶)双靶向药物可能是治疗糖尿病患者的有效方法。我们的目标是利用分子建模技术开发针对 PPAR-γ 和 α-葡萄糖苷酶的新型抗糖尿病药物。这些化合物具有双重相互作用,疗效更好,副作用更小。我们采用分子对接法研究了 159 种新设计化合物与靶酶的酶配体相互作用机制。此外,我们还根据 Lipinski 和 Veber 的规则评估了这些化合物的 ADME 特性和药代动力学适宜性。与参考化合物乙酰己酰胺(-9.31 kcal/mol,-7.48 kcal/mol)和格列本脲(-11.12 kcal/mol,-8.66 kcal/mol)相比,表现出良好 ADME 特性的化合物 70 与 PPAR-γ 和 α-葡萄糖苷酶的有效结合能(-12.16 kcal/mol,-10.07 kcal/mol)更高。此外,还对目标酶与化合物 70 的 MM/PBSA 结合自由能和分子动力学(MD)模拟进行了分析,结果表明化合物 70 与这两种酶的结合亲和力最强。基于这些信息,我们的研究旨在为开发疗效更好、副作用更小、可靠性更高的新型双靶点抗糖尿病药物做出贡献。
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来源期刊
The Protein Journal
The Protein Journal 生物-生化与分子生物学
CiteScore
5.20
自引率
0.00%
发文量
57
审稿时长
12 months
期刊介绍: The Protein Journal (formerly the Journal of Protein Chemistry) publishes original research work on all aspects of proteins and peptides. These include studies concerned with covalent or three-dimensional structure determination (X-ray, NMR, cryoEM, EPR/ESR, optical methods, etc.), computational aspects of protein structure and function, protein folding and misfolding, assembly, genetics, evolution, proteomics, molecular biology, protein engineering, protein nanotechnology, protein purification and analysis and peptide synthesis, as well as the elucidation and interpretation of the molecular bases of biological activities of proteins and peptides. We accept original research papers, reviews, mini-reviews, hypotheses, opinion papers, and letters to the editor.
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