Computational Analysis of Plasmodium falciparum DNA Damage Inducible Protein 1 (PfDdi1): Insights into Binding of Artemisinin and its Derivatives and Implications for Antimalarial Drug Design

IF 2.5 4区 生物学 Q4 BIOCHEMISTRY & MOLECULAR BIOLOGY Cell Biochemistry and Biophysics Pub Date : 2025-03-20 DOI:10.1007/s12013-025-01709-2
Ernest Oduro-Kwateng, Ibrahim Oluwatobi Kehinde, Musab Ali, Kabange Kasumbwe, Vuyisa Mzozoyana, Narasimham L. Parinandi, Mahmoud E. S. Soliman
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Abstract

Human malaria remains a global health challenge, with Plasmodium falciparum responsible for the most severe cases. Despite global efforts, eradicating malaria has proven difficult, mainly because of the rise in drug resistance, particularly against artemisinin and its derivatives. One possible cause of this resistance is the activation of the unfolded protein response (UPR), which helps maintain cellular balance under stress. In P. falciparum, the UPR operates through the ubiquitin-proteasome system (UPS), which involves proteins such as Dsk2, Rad23, and Ddi1. Among these, Plasmodium falciparum DNA-damage-inducible protein 1 (PfDdi1) plays a crucial role in DNA repair and is present throughout the parasite life cycle, making it an attractive drug target. However, there is limited research on PfDdi1 as a therapeutic target. Recent in vitro studies have indicated that artemisinin (ART) and dihydroartemisinin (DHA) inhibit PfDdi1 activity. Building on this, we investigated whether ART and its derivatives could serve as inhibitors of PfDdi1 using computational modeling. Our study included clinically relevant ART derivatives such as artemether (ARM), arteether (AET), artemiside (AMD), and artesunate (ATS). All these compounds showed strong binding to PfDdi1, with free binding energies ranging from −20.75 kcal/mol for AET to −34.24 kcal/mol for ATS. ARM increased PfDdi1’s structural rigidity and hydrophobic stability, whereas AMD improved its kinetic stability, resulting in the least residue motion. Unlike AET and AMD, the other ligands destabilize the PfDdi1 structure. Importantly, three key binding regions—Loop 1 (GLN 266 - ILE 269), Loop 2 (ILE 323 - TYR 326), and Loop 3 (ALA 292 - GLY 294)—were identified as potential targets for new antimalarial drugs against PfDdi1. This study highlights the potential of ART derivatives as PfDdi1 inhibitors, paving the way for further experimental validation.

Graphical Abstract

Artemisinin and its derivatives as potential repurposed drugs against Plasmodium falciparum DNA-damage-inducible protein 1 (PfDdi1).

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恶性疟原虫 DNA 损伤诱导蛋白 1 (PfDdi1) 的计算分析:青蒿素及其衍生物结合的洞察力及其对抗疟药物设计的影响。
人类疟疾仍然是一项全球卫生挑战,最严重的病例是由恶性疟原虫造成的。尽管全球作出了努力,但事实证明,根除疟疾是困难的,主要原因是耐药性上升,特别是对青蒿素及其衍生物的耐药性上升。这种抗性的一个可能原因是未折叠蛋白反应(UPR)的激活,它有助于在压力下维持细胞平衡。在恶性疟原虫中,UPR通过泛素-蛋白酶体系统(UPS)起作用,该系统涉及Dsk2、Rad23和Ddi1等蛋白。其中,恶性疟原虫DNA损伤诱导蛋白1 (PfDdi1)在DNA修复中起着至关重要的作用,并存在于寄生虫的整个生命周期中,使其成为一个有吸引力的药物靶点。然而,将PfDdi1作为治疗靶点的研究有限。最近的体外研究表明,青蒿素(ART)和双氢青蒿素(DHA)抑制PfDdi1的活性。在此基础上,我们利用计算模型研究了ART及其衍生物是否可以作为PfDdi1的抑制剂。我们的研究纳入了临床相关的ART衍生物,如蒿甲醚(ARM)、蒿醚(AET)、青蒿素(AMD)和青蒿琥酯(ATS)。所有化合物均与PfDdi1有较强的结合,其自由结合能范围从-20.75 kcal/mol的AET到-34.24 kcal/mol的ATS。ARM提高了PfDdi1的结构刚度和疏水稳定性,AMD提高了PfDdi1的动力学稳定性,使得残留运动最少。与AET和AMD不同,其他配体会破坏PfDdi1的结构。重要的是,三个关键结合区域-环1 (GLN 266 - ILE 269),环2 (ILE 323 - TYR 326)和环3 (ALA 292 - GLY 294)-被确定为针对PfDdi1的新型抗疟药物的潜在靶点。本研究强调了ART衍生物作为PfDdi1抑制剂的潜力,为进一步的实验验证铺平了道路。
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
Cell Biochemistry and Biophysics
Cell Biochemistry and Biophysics 生物-生化与分子生物学
CiteScore
4.40
自引率
0.00%
发文量
72
审稿时长
7.5 months
期刊介绍: Cell Biochemistry and Biophysics (CBB) aims to publish papers on the nature of the biochemical and biophysical mechanisms underlying the structure, control and function of cellular systems The reports should be within the framework of modern biochemistry and chemistry, biophysics and cell physiology, physics and engineering, molecular and structural biology. The relationship between molecular structure and function under investigation is emphasized. Examples of subject areas that CBB publishes are: · biochemical and biophysical aspects of cell structure and function; · interactions of cells and their molecular/macromolecular constituents; · innovative developments in genetic and biomolecular engineering; · computer-based analysis of tissues, cells, cell networks, organelles, and molecular/macromolecular assemblies; · photometric, spectroscopic, microscopic, mechanical, and electrical methodologies/techniques in analytical cytology, cytometry and innovative instrument design For articles that focus on computational aspects, authors should be clear about which docking and molecular dynamics algorithms or software packages are being used as well as details on the system parameterization, simulations conditions etc. In addition, docking calculations (virtual screening, QSAR, etc.) should be validated either by experimental studies or one or more reliable theoretical cross-validation methods.
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