Discovery of Galangin Derivatives as a Potential T-cell Leukemia Virus 1 Protease Inhibitor Through Chemoinformatics Approaches.

IF 1.8 4区 生物学 Q4 BIOCHEMISTRY & MOLECULAR BIOLOGY
Shopnil Akash, Sharifa Sultana, Mirza Nafeul Islam, Md Harun Or Rashid, Gbolahan Oladipupo Oduselu, Farah Chafika Kaouche, Emad Rashad Sindi, Gabriel Christian de Farias Morais, Al-Anood M Al-Dies, Jonas Ivan Nobre Oliveira
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Abstract

Human T-cell leukemia virus 1 (HTLV-1) has become a life-threatening problem, infecting a significant number of people every year; however, the effective treatment options for this disease are limited. This research focuses on the development of T-cell leukemia virus 1 protease inhibitor modifying galangin, a natural phytochemical with multiple pharmacological properties. However, galangin also has disadvantages, in particular poor bioavailability and solubility. To overcome these limitations, the primary structure of galangin was modified with various functional groups and computational drug design methods were applied to develop potential inhibitors for the human T-cell leukemia virus 1 protease including Lipinski's rule, Absorption, Distribution, Metabolism, Excretion, and Toxicity (ADMET), quantum energetic descriptions, molecular docking, electrostatic potential analysis, binding free energy calculations, and molecular dynamics simulations. These techniques are essential in determining the stability and suitability of new drug molecules with target proteins. Molecular docking studies demonstrated that the newly modified galangin derivative exhibits the strongest binding affinity for the HTLV-1 protease. In particular, compounds 02 and 03 showed significantly stronger binding affinities. Subsequently, the two best compounds were subjected to molecular dynamics simulations over 100 ns, which provided insights into the stability and flexibility of the protein-ligand complexes. Principal component analysis, calculation of the binding free energy, and the dynamic cross-correlation matrix during the simulations provided new perspectives on conformational changes within the drug-protein complex. The newly developed galangin derivatives show promising efficacy as potential therapeutics against HTLV-1 protease. The findings of this study suggest that further experimental validation could be pursued to support new drug development in the fight against HTLV-1.

高良姜衍生物作为潜在的t细胞白血病病毒1蛋白酶抑制剂的化学信息学研究
人类t细胞白血病病毒1 (HTLV-1)已经成为一个危及生命的问题,每年感染相当多的人;然而,这种疾病的有效治疗选择是有限的。本研究的重点是开发t细胞白血病病毒1蛋白酶抑制剂修饰高良姜素,这是一种具有多种药理特性的天然植物化学物质。然而,高良姜也有缺点,特别是生物利用度和溶解度差。为了克服这些局限性,我们用不同的官能团修饰高蒋素的初级结构,并应用计算药物设计方法开发人类t细胞白血病病毒1蛋白酶的潜在抑制剂,包括Lipinski规则、吸收、分布、代谢、排泄和毒性(ADMET)、量子能量描述、分子对接、静电势分析、结合自由能计算和分子动力学模拟。这些技术在确定新药物分子与靶蛋白的稳定性和适用性方面是必不可少的。分子对接研究表明,新修饰的高良姜素衍生物对HTLV-1蛋白酶具有最强的结合亲和力。其中,化合物02和03的结合亲和力显著增强。随后,对两种最佳化合物进行了超过100 ns的分子动力学模拟,从而深入了解了蛋白质-配体复合物的稳定性和灵活性。模拟过程中的主成分分析、结合自由能计算和动态互相关矩阵为研究药物-蛋白质复合物内部构象变化提供了新的视角。新开发的高良姜衍生物显示出治疗HTLV-1蛋白酶的潜在疗效。本研究结果表明,可以进行进一步的实验验证,以支持对抗HTLV-1的新药开发。
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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