In Silico Development and Characterization of Nisoldipine Analogues for Enhanced Solubility and Therapeutic Potential in the Treatment of Angina Pectoris.

Pavankumar Krosuri, Mothilal Mohan
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Abstract

Background: Angina pectoris, a common cardiovascular condition, necessitates the de-velopment of effective therapeutic agents. Nisoldipine, a calcium channel blocker, and its analogues have shown potential in treating this condition. However, the optimization of these compounds for enhanced therapeutic efficacy remains a critical challenge.

Objective: This study aimed to investigate the therapeutic potential of Nisoldipine analogues through in silico analysis, with the goal of identifying lead compounds for the treatment of angina pectoris and optimizing their formulation for improved solubility and drug release.

Methods: Eighteen Nisoldipine derivatives were screened using in silico techniques, including mo-lecular docking, SWISS ADME analysis, and molecular dynamics (MD) simulations. The top candi-date, ZINC26826387, was identified and further analyzed. A comprehensive gene set analysis was performed using OMIM, GeneCards, and STITCH databases to identify target hub genes associated with angina pectoris. PPI network analysis and CytoHubba ranking were used to prioritize key genes for further study. Additionally, the lead compound was optimized through nanoparticle formulation, and the resulting nanoparticle tablets were characterized for solubility, dissolution, particle size, en-trapment efficiency, and zeta potential. ANOVA was used to analyze the characterization data.

Results: ZINC26826387 emerged as the most promising Nisoldipine analogue, exhibiting superior solubility, absence of AMES toxicity, strong molecular docking interaction with the target protein (docking score of -8.0 kcal/mol), and favourable pharmacokinetic properties. MD simulation con-firmed the stability of the ligand-receptor complex. The study also identified 88 target hub genes associated with angina pectoris, with PTGS2 prioritized as a key gene. The nanoparticle formulation of ZINC26826387 significantly enhanced solubility by 2.53-fold compared to the unformulated com-pound. The optimized nanoparticle tablets achieved a 98.53% drug release within 30 minutes, with an average particle size of 50 nm, entrapment efficiency of 98.89%, and zeta potential of -52 mV, indicating good stability and uniformity.

Conclusion: The study demonstrates the therapeutic potential of ZINC26826387, a Nisoldipine ana-logue, through its enhanced solubility and reduced Crystallinity. The lead compound was made into Nanoparticles using Pluronic F407 as carrier. These nanoparticles were further formulated to oral disintegrating tablets for rapid drug release, good stability compared to conventional tablets. These findings suggest that ZINC26826387 could be a promising candidate for the treatment of angina pec-toris.

在硅片上开发和表征尼索地平类似物以提高溶解度和治疗心绞痛的潜力。
背景:心绞痛是一种常见的心血管疾病,需要开发有效的治疗药物。尼索地平是一种钙通道阻滞剂,其类似物已显示出治疗此病的潜力。然而,优化这些化合物以提高治疗效果仍然是一个关键的挑战。目的:本研究旨在通过计算机分析探讨尼索地平类似物的治疗潜力,以确定治疗心绞痛的先导化合物,并优化其处方以改善溶解度和药物释放。方法:采用分子对接、SWISS ADME分析、分子动力学(MD)模拟等方法对18个尼索地平衍生物进行筛选。确定了首选候选物ZINC26826387并进行了进一步分析。使用OMIM、GeneCards和STITCH数据库进行全面的基因集分析,以确定与心绞痛相关的靶中心基因。利用PPI网络分析和CytoHubba排序对关键基因进行排序,以供进一步研究。此外,通过纳米颗粒配方对先导化合物进行了优化,并对制备的纳米颗粒片进行了溶解度、溶出度、粒径、捕集效率和zeta电位的表征。采用方差分析对特征资料进行分析。结果:ZINC26826387是最有希望的尼索地平类似物,具有较好的溶解度,无AMES毒性,与靶蛋白有较强的分子对接作用(对接评分为-8.0 kcal/mol),以及良好的药代动力学性质。MD模拟证实了配体-受体复合物的稳定性。该研究还确定了88个与心绞痛相关的靶中心基因,其中PTGS2被优先考虑为关键基因。ZINC26826387纳米颗粒的溶解度比未配制的化合物提高了2.53倍。优化后的纳米颗粒片在30 min内释药率为98.53%,平均粒径为50 nm,包封效率为98.89%,zeta电位为-52 mV,具有良好的稳定性和均匀性。结论:尼索地平异位物ZINC26826387具有提高溶解度和降低结晶度的治疗潜力。以Pluronic F407为载体制备了纳米颗粒。这些纳米颗粒进一步配制成口腔崩解片,与常规片剂相比,药物释放速度快,稳定性好。这些结果表明,ZINC26826387可能是治疗心绞痛的有希望的候选药物。
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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