In silico design and computational screening of berberine derivatives for potential antidiabetic activity through allosteric activation of the AMPK pathway.

In silico pharmacology Pub Date : 2025-01-07 eCollection Date: 2025-01-01 DOI:10.1007/s40203-024-00295-0
Bibhuti Bhusan Kakoti, James H Zothantluanga, Kangkan Deka, Raj Kumar Halder, Dhritiman Roy
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Abstract

Globally, there is an increase in the prevalence of metabolic illnesses, including diabetes mellitus. However, current therapies for diabetes and other metabolic illnesses are not well understood. Pharmacological treatment of type 2 diabetes is challenging, moreover, the majority of antidiabetic medications are incompatible with individuals who have cardiac disease, renal illness, or liver damage. Despite the ongoing development of innovative medicines, the quest for an optimal treatment that serves both as a hypoglycaemic agent and mitigates diabetes-related problems remains unattained. Recent research demonstrates that berberine has significant promise in the treatment of diabetes. Berberine influences glucose metabolism by enhancing insulin secretion, promoting glycolysis, decreasing adipogenesis, disrupting the function of the mitochondria, stimulating the 5' adenosine monophosphate-activated protein kinase (AMPK) pathway, thereby augmenting glucokinase activity. In this study, we virtually designed and synthesized 5 berberine derivatives (data not yet published) to study their impact on the AMP-activated protein kinase (AMPK) pathway through molecular docking and dynamic simulation study. Activation of AMPK plays an important role by enhancing glucose uptake in cells. Berberine and its derivatives showed potential for allosteric activation of the AMPK pathway. The allosteric activation of AMPK α- & β-subunit involves complex interactions with standard activators like A-769662. Berberine and its derivatives showed potential binding affinity at the allosteric site of AMPK α- & β-subunit, forming similar interactions to A-769662. Molecular dynamic simulations indicated stability of these complexes. However, interactions of these derivatives with the AMPK γ-subunit were less stable, suggesting limited potential for allosteric activation at this site. Further studies are required to assess the long-term stability and efficacy of berberine and its derivatives as allosteric AMPK activators. Additionally, ADMET predictions suggest these derivatives to be safe, warranting further experimental and preclinical investigations as potential antidiabetic agents.

Supplementary information: The online version contains supplementary material available at 10.1007/s40203-024-00295-0.

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通过AMPK通路的变构激活,小檗碱衍生物的潜在抗糖尿病活性的计算机设计和计算筛选。
在全球范围内,包括糖尿病在内的代谢性疾病的患病率有所上升。然而,目前对糖尿病和其他代谢疾病的治疗方法还不是很清楚。2型糖尿病的药物治疗具有挑战性,此外,大多数抗糖尿病药物与患有心脏病、肾脏疾病或肝损伤的个体不相容。尽管创新药物不断发展,但寻找既能降糖又能减轻糖尿病相关问题的最佳治疗方法仍未实现。最近的研究表明,小檗碱在治疗糖尿病方面具有重要的前景。小檗碱通过增强胰岛素分泌、促进糖酵解、减少脂肪生成、破坏线粒体功能、刺激5'腺苷单磷酸活化蛋白激酶(AMPK)途径从而增强葡萄糖激酶活性来影响葡萄糖代谢。在本研究中,我们虚拟设计并合成了5种小檗碱衍生物(数据尚未发表),通过分子对接和动态模拟研究,研究其对amp活化蛋白激酶(AMPK)通路的影响。AMPK的激活通过增强细胞中的葡萄糖摄取发挥重要作用。小檗碱及其衍生物显示出AMPK通路的变构激活潜力。AMPK α- & β-亚基的变构活化涉及与A-769662等标准活化剂的复杂相互作用。小檗碱及其衍生物在AMPK α- & β-亚基的变构位点显示出潜在的结合亲和力,形成与A-769662相似的相互作用。分子动力学模拟表明了这些配合物的稳定性。然而,这些衍生物与AMPK γ-亚基的相互作用不太稳定,表明该位点的变构激活潜力有限。需要进一步的研究来评估小檗碱及其衍生物作为变构AMPK激活剂的长期稳定性和有效性。此外,ADMET预测表明这些衍生物是安全的,值得进一步的实验和临床前研究作为潜在的抗糖尿病药物。补充信息:在线版本提供补充资料,网址为10.1007/s40203-024-00295-0。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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