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A combination of virtual screening, molecular dynamics simulation, MM/PBSA, ADMET, and DFT calculations to identify a potential DPP4 inhibitor.采用虚拟筛选、分子动力学模拟、MM/PBSA、ADMET 和 DFT 计算相结合的方法,鉴定出一种潜在的 DPP4 抑制剂。
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2型糖尿病中双肽基肽酶IV的治疗性潜在抑制剂:计算机模拟方法

Therapeutic potential inhibitor for dipeptidyl peptidase IV in diabetic type 2: in silico approaches.

作者信息

Roney Miah, Dubey Amit, Uddin Md Nazim, Issahaku Abdul Rashid, Tufail Aisha, Tufail Nasir, Wilhelm Anke, Aluwi Mohd Fadhlizil Fasihi Mohd

机构信息

Faculty of Industrial Sciences and Technology, Universiti Malaysia Pahang Al-Sultan Abdullah, Lebuhraya Persiaran Tun Khalil Yaakob, Gambang, 26300 Kuantan, Pahang Malaysia.

Centre for Bio-Aromatic Research, Universiti Malaysia Pahang Al-Sultan Abdullah, Lebuhraya Persiaran Tun Khalil Yaakob, Gambang, 26300 Kuantan, Pahang Malaysia.

出版信息

3 Biotech. 2025 Jan;15(1):24. doi: 10.1007/s13205-024-04200-6. Epub 2024 Dec 27.

DOI:10.1007/s13205-024-04200-6
PMID:39735612
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11680545/
Abstract

Diabetes mellitus (DM) is a metabolic disease marked by an excessive rise in blood sugar (glucose) levels caused by a partial or total absence of insulin production, combined with alterations in the metabolism of proteins, lipids, and carbohydrates. The International Diabetes Federation estimates that 425 million individuals globally had diabetes in 2017 which will be 629 million by 2045. Several medications are used to treat DM, but they have limitations and side effects including weight gain, nausea, vomiting, and damage to blood vessels and kidneys. Therefore, it is essential to identify anti-diabetic drugs that have less or no side effects. Hence, the current study employed in silico approaches to discover new DPP-IV inhibitors that might be associated with diabetes. Thirty-four (34) co-crystalized DPP-IV enzymes were found from the protein data bank and the co-crystal ligands were docked into the active-site 6B1E protein to find out the hit compounds. From the docking results, we found two hit compounds (5T4E and 4J3J) which were used to find out the analogs from the experimental drug database using the DrugRep software. According to the results, twenty (20) analogs were found from the experimental drug database with the similarity score of ≥ 0.790 and docked once again into the active site of the DPP-IV (PDB ID: 6B1E) enzyme. Interestingly, DB02226 showed the best binding affinity (-10.3 kcal/mol) and prime MM/GBSA (-68.73 kcal/mol) compared to the reference drug (co-crystal ligand; -7.4 kcal/mol and -47.49 kcal/mol, respectively). Additionally, DB02226 has shown excellent reactivity, efficacy, and structural stability in the binding region of target proteins in studies using MD simulation, MM/GBSA, DFT, and MESP analysis. These findings can be utilized to support further in vitro, in vivo, pre-clinical and clinical research rather than definitively confirming anti-diabetic effectiveness.

摘要

糖尿病(DM)是一种代谢性疾病,其特征是由于胰岛素分泌部分或完全缺失,导致血糖(葡萄糖)水平过度升高,同时伴有蛋白质、脂质和碳水化合物代谢的改变。国际糖尿病联合会估计,2017年全球有4.25亿人患有糖尿病,到2045年这一数字将达到6.29亿。有几种药物用于治疗糖尿病,但它们有局限性和副作用,包括体重增加、恶心、呕吐以及对血管和肾脏的损害。因此,识别副作用较小或无副作用的抗糖尿病药物至关重要。因此,本研究采用计算机模拟方法来发现可能与糖尿病相关的新型二肽基肽酶-4(DPP-IV)抑制剂。从蛋白质数据库中发现了34种共结晶的DPP-IV酶,并将共结晶配体对接至活性位点6B1E蛋白,以找出命中化合物。从对接结果中,我们发现了两种命中化合物(5T4E和4J3J),并使用DrugRep软件从实验药物数据库中找出类似物。根据结果,从实验药物数据库中发现了20种类似物,其相似性得分≥0.790,并再次对接至DPP-IV(PDB ID:6B1E)酶的活性位点。有趣的是,与参考药物(共结晶配体;分别为-7.4 kcal/mol和-47.49 kcal/mol)相比,DB02226显示出最佳的结合亲和力(-10.3 kcal/mol)和分子力学/广义玻恩表面面积(prime MM/GBSA)(-68.73 kcal/mol)。此外,在使用分子动力学模拟、MM/GBSA、密度泛函理论(DFT)和分子静电势(MESP)分析的研究中,DB02226在靶蛋白的结合区域显示出优异的反应活性、功效和结构稳定性。这些发现可用于支持进一步的体外、体内、临床前和临床研究,而不是明确证实抗糖尿病有效性。