Sulfonic acid functionalized β-amyloid peptide aggregation inhibitors and antioxidant agents for the treatment of Alzheimer's disease: Combining machine learning, computational, in vitro and in vivo approaches.

IF 8.5 1区 化学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY International Journal of Biological Macromolecules Pub Date : 2025-04-01 Epub Date: 2025-01-20 DOI:10.1016/j.ijbiomac.2025.140142
Vinit Raj, Chaitany Jayprakash Raorane, Divya Shastri, Jae Hyun Kim, Sangkil Lee
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Abstract

Alzheimer's disease (AD) is characterized as a neurodegenerative disorder that is caused by plaque formation by accumulating β-amyloid (Aβ), leading to neurocognitive function and impaired mental development. Thus, targeting Aβ represents a promising target for the development of therapeutics in AD management. Several functionalized sulfonic acid molecules have been reported, including tramiprosate prodrug, which is currently in clinical trial III and exhibits a good response in mild to moderate AD patients. Therefore, expanding upon this approach, we hypothesized that the sulfonic acid functionalized aromatic class molecule might demonstrate a good inhibitory effect against β-amyloid aggregation, leading to a decrease in the progression burden of AD. We used computational and in vitro approaches to establish effective compounds. As a result, three potent hit molecules were selected based on binding score as well as availability. In the case of safety profile of compounds, in vitro using human neuroblastoma SH-SY5Y cells and in vivo using C. elegans was performed at doses up to 500 μM; no difference in viability was exhibited between control and treatment groups. However, H2O2-induced ROS stress was significantly reduced in neuroblastoma cells after treatment. The AFM and ThT-embedded β-amyloid1-42 kinetic studies confirmed B-PEA-MBSA and H-HPA-NSA potency. H-HPA-NSA arrested elongation phase of Aβ aggregation in kinetic study at a lower concentration (10 μM), while B-PEA-MBSA reduced the intensity of stationary phase at a dose of 100 μM. Thus, based on the outcomes, it can be suggested that B-PEA-MBSA and H-HPA-NSA can prevent β-amyloid aggregation with mild to moderate AD.

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磺酸功能化β-淀粉样肽聚集抑制剂和抗氧化剂治疗阿尔茨海默病:结合机器学习,计算,体外和体内方法。
阿尔茨海默病(AD)的特征是一种神经退行性疾病,由β-淀粉样蛋白(a β)积累形成斑块引起,导致神经认知功能和智力发育受损。因此,靶向a β是阿尔茨海默病治疗方法发展的一个有希望的靶点。一些功能化磺酸分子已被报道,包括曲米普罗酸前药,目前正处于临床试验III期,对轻中度AD患者有良好的疗效。因此,在此基础上,我们假设磺酸功能化的芳香类分子可能对β-淀粉样蛋白聚集具有良好的抑制作用,从而降低AD的进展负担。我们使用计算和体外方法来建立有效的化合物。结果,根据结合分数和可用性选择了三种有效的命中分子。在化合物的安全性方面,体外使用人类神经母细胞瘤SH-SY5Y细胞和体内使用秀丽隐杆线虫,剂量高达500 μM;对照组和处理组之间存活率无差异。然而,治疗后神经母细胞瘤细胞中h2o2诱导的ROS应激显著降低。AFM和t包埋β-淀粉样蛋白1-42的动力学研究证实了B-PEA-MBSA和H-HPA-NSA的效力。H-HPA-NSA在较低浓度(10 μM)下抑制了a β聚集的延伸相,而B-PEA-MBSA在100 μM剂量下抑制了固定相的强度。因此,基于结果,可以提示B-PEA-MBSA和H-HPA-NSA可以预防轻至中度AD患者的β-淀粉样蛋白聚集。
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来源期刊
International Journal of Biological Macromolecules
International Journal of Biological Macromolecules 生物-生化与分子生物学
CiteScore
13.70
自引率
9.80%
发文量
2728
审稿时长
64 days
期刊介绍: The International Journal of Biological Macromolecules is a well-established international journal dedicated to research on the chemical and biological aspects of natural macromolecules. Focusing on proteins, macromolecular carbohydrates, glycoproteins, proteoglycans, lignins, biological poly-acids, and nucleic acids, the journal presents the latest findings in molecular structure, properties, biological activities, interactions, modifications, and functional properties. Papers must offer new and novel insights, encompassing related model systems, structural conformational studies, theoretical developments, and analytical techniques. Each paper is required to primarily focus on at least one named biological macromolecule, reflected in the title, abstract, and text.
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