The Measurement of Molecular Biological Activity based on Quantitative Structure Activity Relationships

IF 1.3 Q4 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Maged Nasser, Hentabli Hamza, N. Salim, Faisal Saeed
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引用次数: 0

Abstract

The urge of producing new chemical compounds under eco-friendly production restriction and with minimum side effects is significantly rising, considering the difficulties that conventional methods are dealing with, from financial investments and being time consuming to multi resistance microorganisms and untreatable diseases. Rational molecular design methods like Computer Aided Molecular Design (CAMD) and Quantitative Structure Activity Relationship (QSAR) allow the production of new substances with pre-decided properties and correlate the structure to biological activity, which influences the drug development process and minimizes the financial investment involved in the process. QSAR employs several descriptors to decode the molecular configuration of a compound, which facilitate the understanding of its physical and biological properties. There are various conditions such as the selection of compounds and descriptors that must be accomplished for developing an applicable model of QSAR. The underlining principles and steps of QSAR are explained in this review paper.
基于定量构效关系的分子生物活性测量
考虑到传统方法所面临的困难(从财政投资和耗时到多重耐药微生物和无法治疗的疾病),在生态友好型生产限制下生产副作用最小的新化合物的需求正在显著增加。计算机辅助分子设计(CAMD)和定量结构活性关系(QSAR)等合理的分子设计方法允许生产具有预先确定性质的新物质,并将结构与生物活性联系起来,从而影响药物开发过程并最大限度地减少该过程中涉及的财务投资。QSAR使用几个描述符来解码化合物的分子结构,这有助于理解其物理和生物特性。有各种条件,如化合物和描述符的选择,必须完成开发一个适用的QSAR模型。本文阐述了QSAR的基本原则和步骤。
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
3.20
自引率
20.00%
发文量
0
审稿时长
4.3 months
期刊介绍: The primary aim of the International Journal of Innovative Computing, Information and Control (IJICIC) is to publish high-quality papers of new developments and trends, novel techniques and approaches, innovative methodologies and technologies on the theory and applications of intelligent systems, information and control. The IJICIC is a peer-reviewed English language journal and is published bimonthly
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