Lead Compound Discovery by Scaffold Hopping: Classification, Approaches and Application.

IF 4 3区 医学 Q2 CHEMISTRY, MEDICINAL
Harshada Rajendra Bafna, Nitin Rajendra Shirsath
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引用次数: 0

Abstract

Introduction: In medicinal chemistry, scaffold hopping has become a crucial strategy for identifying new lead molecules with improved physicochemical, pharmacological, and intellectual property profiles. To underline its importance in modern drug discovery and lead optimization, this study was conducted.

Methods: To gather data on scaffold-hopping techniques and their role in drug discovery, a thorough review of the published literature was conducted. Relevant scientific publications, reviews, and computational studies were methodically reviewed to categorize scaffold-hopping techniques, such as pharmacophore-based techniques, formalized scaffolds, ligand-based techniques, fragment and fingerprint-based techniques, scaffold abstraction, and biological similarity-based techniques.

Results: The effectiveness of lead optimization, virtual screening, and scaffold identification has been significantly enhanced by the incorporation of artificial intelligence and machine learning. Successful applications have also been reported in the advancement of therapeutics for CNS disorders, diabetes mellitus, cancer, and inflammatory diseases.

Discussion: The results highlight the critical role scaffold hopping plays in drug development by facilitating the creation of novel molecular frameworks with enhanced potency, pharmacokinetic characteristics, and patentability. Scaffold hopping continues to develop as a potent platform for increasing chemical diversity and meeting unmet medicinal needs, despite challenges related to synthetic feasibility, predictive accuracy, and experimental validation.

Conclusion: The review illustrates its important contribution to contemporary medicinal chemistry by methodically describing its classifications, approaches, new computational techniques, and variety of therapeutic uses. From this study, we conclude that scaffold hopping is one of the most effective methods for discovering new drugs.

支架跳跃法发现先导化合物:分类、方法及应用。
在药物化学中,支架跳跃已经成为鉴定新的铅分子的关键策略,具有改进的物理化学,药理学和知识产权概况。为了强调其在现代药物发现和先导物优化中的重要性,本研究进行了。方法:收集有关支架跳跃技术及其在药物发现中的作用的资料,对已发表的文献进行全面的回顾。我们系统地回顾了相关的科学出版物、综述和计算研究,对支架跳跃技术进行了分类,如基于药物载体的技术、形式化支架、基于配体的技术、基于片段和指纹的技术、支架抽象和基于生物相似性的技术。结果:人工智能和机器学习的结合显著提高了先导物优化、虚拟筛选和支架识别的有效性。在中枢神经系统疾病、糖尿病、癌症和炎症性疾病的治疗方面也有成功的应用。讨论:结果强调了支架跳跃在药物开发中的关键作用,通过促进具有增强效力,药代动力学特征和可专利性的新分子框架的创建。尽管在合成可行性、预测准确性和实验验证方面存在挑战,但支架跳跃作为增加化学多样性和满足未满足的医疗需求的有力平台继续发展。结论:通过系统地描述其分类、方法、新的计算技术和各种治疗用途,说明了它对当代药物化学的重要贡献。从这项研究中,我们得出结论,支架跳跃是发现新药最有效的方法之一。
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
CiteScore
7.80
自引率
0.00%
发文量
231
审稿时长
6 months
期刊介绍: The aim of Mini-Reviews in Medicinal Chemistry is to publish short reviews on the important recent developments in medicinal chemistry and allied disciplines. Mini-Reviews in Medicinal Chemistry covers all areas of medicinal chemistry including developments in rational drug design, synthetic chemistry, bioorganic chemistry, high-throughput screening, combinatorial chemistry, drug targets, and natural product research and structure-activity relationship studies. Mini-Reviews in Medicinal Chemistry is an essential journal for every medicinal and pharmaceutical chemist who wishes to be kept informed and up-to-date with the latest and most important developments.
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