Identifying Potential Drug Candidates against Plasmodium falciparum (Isolate 3D7) through Targeting ADP-dependent DNA Helicase RecQ: An in silico Approach
{"title":"Identifying Potential Drug Candidates against Plasmodium falciparum (Isolate 3D7) through Targeting ADP-dependent DNA Helicase RecQ: An in silico Approach","authors":"Marya Ahsan, Ayaz Khurram Mallick","doi":"10.5530/ijper.57.4.124","DOIUrl":null,"url":null,"abstract":"Abstract: Background: The malarial scenario has significantly varied in the past few decades; whether it is funding or the range of sophisticated life-saving tools that have been improved, the disease burden has reduced, and even a few nations are on the verge of their elimination. Despite these, drug resistance is the major hurdle in the fight against malaria. Aim: Identifying new drug candidates with negligible toxicity are imperative to overcome the existing problem. The proposed study aims to identify new potential lead molecules via targeting the ADP-dependent DNA helicase RecQ of Plasmodium falciparum (isolate 3D7) using Target-Based Virtual Screening (TBVS), molecular docking, and dynamics simulations. Materials and Methods: Ligand molecules were retrieved from a comprehensive digital library of the MCULE database having millions of investigational compounds. Pfizer’s rule of five and the number of halogen atoms (3-5) were considered the basic primary filters of TBVS. The AutoDockVina (ADV) and GROningenMAchine for Chemical Simulations software were used to assess the molecular interactions and stability of protein-ligand complexes, respectively. Results: The primary filters of the TBVS work-pipeline depicted 2,597,040 chemical hits from over a hundred million small molecules. The toxicity tool sifted twenty-one molecules whose HIA and BBB permeation were evaluated through the Egan-Egg model. Five ligand hits were shortlisted with zero violation of drug-likeness and contain three or more hydrogen bonds. ADME, docking, and MD parameters depicted a molecule MCULE-1255186442-0-1 as a promising drug candidate. Conclusion: Druggable properties of identified ligands are inferred purely from the in silico experiments, so before its therapeutic implications, wet-lab validations are imperative. Keywords: Malaria, Plasmodium falciparum, DNA helicase, PfWrn, Docking, MD simulation.","PeriodicalId":13407,"journal":{"name":"Indian Journal of Pharmaceutical Education and Research","volume":"19 1","pages":"0"},"PeriodicalIF":0.8000,"publicationDate":"2023-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Indian Journal of Pharmaceutical Education and Research","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.5530/ijper.57.4.124","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"EDUCATION, SCIENTIFIC DISCIPLINES","Score":null,"Total":0}
引用次数: 0
Abstract
Abstract: Background: The malarial scenario has significantly varied in the past few decades; whether it is funding or the range of sophisticated life-saving tools that have been improved, the disease burden has reduced, and even a few nations are on the verge of their elimination. Despite these, drug resistance is the major hurdle in the fight against malaria. Aim: Identifying new drug candidates with negligible toxicity are imperative to overcome the existing problem. The proposed study aims to identify new potential lead molecules via targeting the ADP-dependent DNA helicase RecQ of Plasmodium falciparum (isolate 3D7) using Target-Based Virtual Screening (TBVS), molecular docking, and dynamics simulations. Materials and Methods: Ligand molecules were retrieved from a comprehensive digital library of the MCULE database having millions of investigational compounds. Pfizer’s rule of five and the number of halogen atoms (3-5) were considered the basic primary filters of TBVS. The AutoDockVina (ADV) and GROningenMAchine for Chemical Simulations software were used to assess the molecular interactions and stability of protein-ligand complexes, respectively. Results: The primary filters of the TBVS work-pipeline depicted 2,597,040 chemical hits from over a hundred million small molecules. The toxicity tool sifted twenty-one molecules whose HIA and BBB permeation were evaluated through the Egan-Egg model. Five ligand hits were shortlisted with zero violation of drug-likeness and contain three or more hydrogen bonds. ADME, docking, and MD parameters depicted a molecule MCULE-1255186442-0-1 as a promising drug candidate. Conclusion: Druggable properties of identified ligands are inferred purely from the in silico experiments, so before its therapeutic implications, wet-lab validations are imperative. Keywords: Malaria, Plasmodium falciparum, DNA helicase, PfWrn, Docking, MD simulation.
摘要:背景:在过去的几十年里,疟疾的情况发生了显著变化;无论是在资金方面还是在先进的救生工具方面,疾病负担都有所减轻,甚至有几个国家即将消除这种负担。尽管如此,耐药性仍是抗击疟疾的主要障碍。目的:寻找毒性可忽略的新候选药物是克服现有问题的迫切需要。本研究旨在利用基于靶标的虚拟筛选(TBVS)、分子对接和动力学模拟等手段,针对恶性疟原虫(分离物3D7) adp依赖性DNA解旋酶RecQ,寻找新的潜在先导分子。材料和方法:从mcle数据库的综合数字图书馆中检索配体分子,该数据库包含数百万种研究化合物。辉瑞的5规则和卤素原子数(3-5)被认为是TBVS的基本过滤器。使用AutoDockVina (ADV)和GROningenMAchine for Chemical simulation软件分别评估蛋白质-配体复合物的分子相互作用和稳定性。结果:TBVS工作管道的初级过滤器描述了来自超过1亿个小分子的2,597,040个化学命中。毒性工具筛选了21个分子,通过Egan-Egg模型评估其HIA和血脑屏障通透性。五种配体被列入候选名单,没有违反药物相似性,并且含有三个或更多氢键。ADME、对接和MD参数将分子MCULE-1255186442-0-1描述为有前景的候选药物。结论:所鉴定的配体的药物性质完全是从硅实验中推断出来的,因此在其治疗意义之前,湿实验室验证是必要的。关键词:疟疾,恶性疟原虫,DNA解旋酶,PfWrn,对接,MD模拟
期刊介绍:
The official journal of Association of Pharmaceutical Teachers of India (APTI) and is being published since 1967. IJPER, a quarterly publication devoted to publish reviews and research articles in pharmacy and the related disciplines of Pharmaceutical education. It mainly covers the articles of special interest, covering the areas of Pharmaceutical research, teaching and learning, laboratory innovations, education technology, curriculum design, examination reforms, training and other related issues. It encourages debates and discussions on the issues of vital importance to Pharmaceutical education and research. The goal of the journal is to provide the quality publications and publish most important research and review articles in the field of drug development and pharmaceutical education. It is circulated and referred by more than 6000 teachers, 40,000 students and over 1000 professionals working in Pharmaceutical industries, Regulatory departments, hospitals etc.