Structural Biology and Bio-Computing Lab, Department of Bioinformatics, Science Block, Alagappa University, Karaikudi, Tamil Nadu, India.
Centre for Bioinformatics, Vision Research Foundation, Chennai, Tamil Nadu, India.
J Biomol Struct Dyn. 2024 Feb-Mar;42(4):2058-2074. doi: 10.1080/07391102.2023.2248271. Epub 2023 Aug 20.
The malarial parasite predominantly causes severe malaria and deaths worldwide. Moreover, resistance developed by to frontline drugs in recent years has markedly increased malaria-related deaths in South Asian Countries. Ribulose 5-phosphate and NADPH synthesized by Pentose Phosphate Pathway (PPP) act as a direct precursor for nucleotide synthesis and survival during oxidative challenges in the intra-erythrocytic growth phase . In the present study, we have elucidated the structure and functional characteristics of 6-phosphogluconate dehydrogenase (6PGD) in and have identified potent hits against 6PGD by pharmacophore-based virtual screening with ZINC and ChemBridge databases. Molecular docking and Molecular dynamics simulation, binding free energies (MMGBSA & MMPBSA), and Density Functional Theory (DFT) calculations were integratively employed to validate and prioritize the most potential hits. The 6PGD structure was found to have an open and closed conformation during MD simulation. The form of 6PGD was found to be in closed conformation, while a open conformation attributed to facilitating binding of cofactor. It was also inferred from the conformational analysis that the small domain of 6PGD has a high influence in altering the conformation that may aid in open/closed conformation of 6PGD. The top three hits identified using pharmacophore hypotheses were ChemBridge_11084819, ChemBridge_80178394, and ChemBridge_17912340. Though all three hits scored a high glide score, MMGBSA, and favorable ADMET properties, ChemBridge_11084819 and ChemBrdige_17912340 showed higher stability and binding free energy. Moreover, these hits also featured stable H-bond interactions with the active loop of 6PGD with binding free energy comparable to substrate-bound complex. Therefore, the ChemBridge_11084819 and ChemBridge_17912340 moieties demonstrate to have high therapeutic potential against 6PGD in .Communicated by Ramaswamy H. Sarma.
疟原虫主要导致全球范围内的严重疟疾和死亡。此外,近年来疟原虫对一线药物的耐药性显著增加,导致南亚国家与疟疾相关的死亡人数增加。戊糖磷酸途径(PPP)合成的核酮糖 5-磷酸和 NADPH 直接作为核苷酸合成的前体,并在红细胞内生长阶段的氧化应激中 生存。在本研究中,我们阐明了 6-磷酸葡萄糖酸脱氢酶(6PGD)的结构和功能特征,并通过基于药效团的虚拟筛选,利用 ZINC 和 ChemBridge 数据库鉴定出针对 6PGD 的有效药物。分子对接和分子动力学模拟、结合自由能(MMGBSA 和 MMPBSA)和密度泛函理论(DFT)计算被综合用于验证和优先考虑最有潜力的命中。发现 6PGD 结构在 MD 模拟过程中具有开放和闭合构象。6PGD 的 形式被发现处于闭合构象,而开放构象归因于促进辅因子结合。从构象分析中还推断出,6PGD 的小结构域对改变构象有很大影响,这可能有助于 6PGD 的开/闭构象。使用药效团假设鉴定出的前三个命中是 ChemBridge_11084819、ChemBridge_80178394 和 ChemBridge_17912340。尽管这三个命中的得分都很高,但 MMGBSA 和有利的 ADMET 特性,ChemBridge_11084819 和 ChemBrdige_17912340 显示出更高的稳定性和结合自由能。此外,这些命中还与 6PGD 的活性环形成稳定的氢键相互作用,结合自由能与底物结合复合物相当。因此,ChemBridge_11084819 和 ChemBridge_17912340 片段在 中对 6PGD 具有高治疗潜力。由 Ramaswamy H. Sarma 传达。