Bhogal Inderjeet, Pankaj Vaishali, Roy Sudeep
Department of Biomedical Engineering, Faculty of Electrical Engineering and Communication, Brno University of Technology, Brno, 616 00, Czech Republic.
Sci Rep. 2025 May 22;15(1):17730. doi: 10.1038/s41598-025-01271-0.
Alzheimer's disease is a neurodegenerative disorder characterized by two hallmarks: amyloid beta plaques and neurofibrillary tangles. The receptor for advanced glycation end products (RAGE) is a multi-ligand receptor involved in the pathophysiology of various diseases including cancer, diabetes, cardiovascular diseases, and Alzheimer's disease (AD). Therefore, targeting RAGE could be an effective strategy to block RAGE signaling pathways. The present study aims to identify potential RAGE inhibitors against AD through comprehensive in-silico approaches. A total of 708,580 compounds were screened from numerous databases using structure-based virtual screening and ADMET evaluation. Further, the molecules with good glide scores were assessed by molecular docking studies. Subsequently, the top six ligands were subjected to molecular dynamic (MD) simulations for 100 ns and binding free energy calculations to check their stability with RAGE (PDB: 6XQ3). The per-residue decomposition analysis revealed that specific residues namely, GLY_20, ALA_21, LYS_39, GLU_50, LYS_52, ARG_98, GLN_100, LYS_110, ASN_112, and ARG_198 played a key role in the binding process. Furthermore, the trajectory analysis (DCCM and PCA) analyzed the dominant motions of residues and predicted the stability of protein-ligand complexes. In conclusion, the Hit-6 compound could be a promising candidate for targeting RAGE and deserves further consideration as an anti-Alzheimer drug.
阿尔茨海默病是一种神经退行性疾病,其特征为两个标志性病变:淀粉样β斑块和神经原纤维缠结。晚期糖基化终产物受体(RAGE)是一种多配体受体,参与包括癌症、糖尿病、心血管疾病和阿尔茨海默病(AD)在内的各种疾病的病理生理过程。因此,靶向RAGE可能是阻断RAGE信号通路的有效策略。本研究旨在通过全面的计算机模拟方法鉴定针对AD的潜在RAGE抑制剂。使用基于结构的虚拟筛选和ADMET评估从众多数据库中筛选了总共708,580种化合物。此外,通过分子对接研究评估具有良好滑行分数的分子。随后,对排名前六位的配体进行100纳秒的分子动力学(MD)模拟和结合自由能计算,以检查它们与RAGE(PDB:6XQ3)的稳定性。每个残基的分解分析表明,特定残基,即GLY_20、ALA_21、LYS_39、GLU_50、LYS_52、ARG_98、GLN_100、LYS_110、ASN_112和ARG_198在结合过程中起关键作用。此外,轨迹分析(DCCM和PCA)分析了残基的主要运动并预测了蛋白质-配体复合物的稳定性。总之,Hit-6化合物可能是靶向RAGE的有前途的候选物,作为抗阿尔茨海默病药物值得进一步考虑。