“你有身体,我有大脑”——目前基于人工智能的工具能否取代人类设计新药的独创性?

IF 3.3 3区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Bioorganic & Medicinal Chemistry Pub Date : 2023-10-30 DOI:10.1016/j.bmc.2023.117475
Edeildo Ferreira da Silva-Júnior
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引用次数: 1

摘要

人工智能(AI)工具的出现改变了药物发现的格局,为寻找新的治疗方法提供了前所未有的速度、效率和成本效益。从目标识别到药物配方和递送,人工智能驱动的算法彻底改变了药物化学的各个方面,大大加快了药物设计过程。尽管人工智能具有变革性的力量,但这篇观点文章强调了人工智能工具在药物发现方面的局限性,需要药物化学家的创造性技能。然而,文章强调,有必要将基于人工智能的工具和人类在药物发现方面的专业知识和谐地结合起来。这种协同方法有望带来突破性的疗法,解决未满足的医疗需求,造福人类。随着世界技术的发展,问题仍然存在:人工智能工具何时才能有效地设计和开发药物?答案可能在于人工智能和人类研究人员之间的无缝合作,开启有效对抗疾病的变革疗法。
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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“You’ve got the Body I’ve got the Brains” – Could the current AI-based tools replace the human ingenuity for designing new drug candidates?

The emergence of artificial intelligence (AI) tools has transformed the landscape of drug discovery, providing unprecedented speed, efficiency, and cost-effectiveness in the search for new therapeutics. From target identification to drug formulation and delivery, AI-driven algorithms have revolutionized various aspects of medicinal chemistry, significantly accelerating the drug design process. Despite the transformative power of AI, this perspective article emphasizes the limitations of AI tools in drug discovery, requiring inventive skills of medicinal chemists. However, the article highlighted that there is a need for a harmonious integration of AI-based tools and human expertise in drug discovery. Such a synergistic approach promises to lead to groundbreaking therapies that address unmet medical needs and benefit humankind. As the world evolves technologically, the question remains: When will AI tools effectively design and develop drugs? The answer may lie in the seamless collaboration between AI and human researchers, unlocking transformative therapies that combat diseases effectively.

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来源期刊
Bioorganic & Medicinal Chemistry
Bioorganic & Medicinal Chemistry 医学-生化与分子生物学
CiteScore
6.80
自引率
2.90%
发文量
413
审稿时长
17 days
期刊介绍: Bioorganic & Medicinal Chemistry provides an international forum for the publication of full original research papers and critical reviews on molecular interactions in key biological targets such as receptors, channels, enzymes, nucleotides, lipids and saccharides. The aim of the journal is to promote a better understanding at the molecular level of life processes, and living organisms, as well as the interaction of these with chemical agents. A special feature will be that colour illustrations will be reproduced at no charge to the author, provided that the Editor agrees that colour is essential to the information content of the illustration in question.
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