Exploration of phytoconstituents of Medhya Rasayana herbs to identify potential inhibitors for cerebroside sulfotransferase through high-throughput screening.

IF 3.9 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Frontiers in Molecular Biosciences Pub Date : 2024-10-09 eCollection Date: 2024-01-01 DOI:10.3389/fmolb.2024.1476482
Nivedita Singh, Anil Kumar Singh
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Abstract

Cerebroside sulfotransferase (CST) is a key enzyme in sulfatide biosynthesis and regulation of the myelin sheath in the nervous system. To counter sulfatide accumulation with the deficiency of aryl sulfatase A, CST is considered a target protein in substrate reduction therapy in metachromatic leukodystrophy. In this study, 461 phytoconstituents from four herbs of Medhya Rasayana were screened using multi-pronged virtual screening methods including molecular docking, molecular dynamics (MD) simulation, and reverse pharmacophore analysis. The initial screening of the top 15 hits was based on the binding affinity of the compounds toward the CST substrate-binding site using the lowest free energy of a binding score cutoff of ≤ -7.5 kcal/mol, with the number of conformations in the largest cluster more than 75. The absorption, distribution, metabolism, and excretion (ADME) and toxicity-based pharmacokinetic analysis delivered the top four hits: 18alpha-glycyrrhetinic acid, lupeol, alpha carotene, and beta-carotene, with high blood-brain barrier permeability and negligible toxicity. Furthermore, a 100-ns simulation of protein-ligand complexes with a trajectory analysis of structural deviation, compactness, intramolecular interactions, principal component analysis, free energy landscape, and dynamic cross-correlation analysis showed the binding potential and positioning of the four hits in the binding pocket. Thus, an in-depth analysis of protein-ligand interactions from pre- and post-molecular dynamics simulation, along with reverse pharmacophore mapping, suggests that 18alpha-glycyrrhetinic acid is the most potent and specific CST inhibitor, while beta-carotene could be considered the second most potent compound for CST inhibition as it also exhibited overall stability throughout the simulation. Therefore, the computational drug screening approach applied in this study may contribute to the development of oral drugs as a therapeutic option for metachromatic leukodystrophy.

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通过高通量筛选,探索 Medhya Rasayana 草药的植物成分,以确定脑苷脂磺基转移酶的潜在抑制剂。
脑苷脂磺基转移酶(CST)是硫苷生物合成和调节神经系统髓鞘的关键酶。为了对抗因芳基硫酸酯酶 A 缺乏而导致的硫化物积累,CST 被认为是变色性白质营养不良症底物还原疗法的目标蛋白。本研究采用分子对接、分子动力学(MD)模拟和反向药效分析等多管齐下的虚拟筛选方法,从 Medhya Rasayana 的四种草药中筛选出 461 种植物成分。根据化合物对 CST 底物结合位点的结合亲和力,采用结合得分临界值最低自由能≤ -7.5 kcal/mol,最大簇中的构象数超过 75 个,初步筛选出前 15 个命中化合物。通过吸收、分布、代谢和排泄(ADME)以及基于毒性的药代动力学分析,得出了前四位研究结果:18alpha-甘草次酸、羽扇豆醇、α-胡萝卜素和β-胡萝卜素具有高血脑屏障渗透性和可忽略的毒性。此外,通过对结构偏差、紧密度、分子内相互作用、主成分分析、自由能图谱和动态交叉相关分析的轨迹分析,对蛋白质-配体复合物进行了 100-ns 模拟,显示了这四种药物的结合潜力和在结合口袋中的定位。因此,通过对分子动力学模拟前后的蛋白质配体相互作用进行深入分析,并结合反向药效图谱,18alpha-甘草次酸是最有效、最特异的 CST 抑制剂,而 beta-胡萝卜素可被视为抑制 CST 作用第二强的化合物,因为它在整个模拟过程中也表现出了整体稳定性。因此,本研究中应用的计算药物筛选方法可能有助于开发口服药物,作为治疗变色性白质营养不良症的一种选择。
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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来源期刊
Frontiers in Molecular Biosciences
Frontiers in Molecular Biosciences Biochemistry, Genetics and Molecular Biology-Biochemistry
CiteScore
7.20
自引率
4.00%
发文量
1361
审稿时长
14 weeks
期刊介绍: Much of contemporary investigation in the life sciences is devoted to the molecular-scale understanding of the relationships between genes and the environment — in particular, dynamic alterations in the levels, modifications, and interactions of cellular effectors, including proteins. Frontiers in Molecular Biosciences offers an international publication platform for basic as well as applied research; we encourage contributions spanning both established and emerging areas of biology. To this end, the journal draws from empirical disciplines such as structural biology, enzymology, biochemistry, and biophysics, capitalizing as well on the technological advancements that have enabled metabolomics and proteomics measurements in massively parallel throughput, and the development of robust and innovative computational biology strategies. We also recognize influences from medicine and technology, welcoming studies in molecular genetics, molecular diagnostics and therapeutics, and nanotechnology. Our ultimate objective is the comprehensive illustration of the molecular mechanisms regulating proteins, nucleic acids, carbohydrates, lipids, and small metabolites in organisms across all branches of life. In addition to interesting new findings, techniques, and applications, Frontiers in Molecular Biosciences will consider new testable hypotheses to inspire different perspectives and stimulate scientific dialogue. The integration of in silico, in vitro, and in vivo approaches will benefit endeavors across all domains of the life sciences.
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