《生命科学》 2024, 36(1): 122-128

人工智能驱动生命科学研究的发展态势

李丹丹¹ , 马征远¹ , 张博文¹ , 江　源¹ , 冯心宜² , 史　彤³ , 毛开云^1,*

¹中国科学院上海生命科学信息中心，中国科学院上海营养与健康研究所，上海 200031 ²上海生物医药公共技术服务有限公司，上海 201203 ³上海市生物医药科技发展中心，上海 201203

摘　要：

    随着技术的不断发展和数据的持续积累，人工智能在生命科学领域发挥越来越重要的作用。目前，人工智能已经应用于分子、细胞、系统和个体等多层面的生命系统研究，为科研人员提供了强大的工具和方法，提高了研究效率和准确性；同时，也为生命健康、动物科学、工业科学和农业科学等领域提供了新的解决方案。本文旨在探讨人工智能驱动生命科学研究的发展态势，重点介绍近年来人工智能在生命科学领域的最新进展，分析其在生命科学研究中面临的机遇和挑战，并提出相关建议。

通讯作者：毛开云 , Email:kymao@sinh.ac.cn

The development trend of artificial intelligence driven life science research

LI Dan-Dan¹ , MA Zheng-Yuan¹ , ZHANG Bo-Wen¹ , JIANG Yuan¹ , FENG Xin-Yi² , SHI Tong³ , MAO Kai-Yun^1,*

¹Shanghai Information Center for Life Sciences, Shanghai Institute of Nutrition and Health, Chinese Academy of Sciences, Shanghai 200031, China ²Shanghai Biopharma Service Co., Ltd, Shanghai 201203, China ³Shanghai Center of Biomedicine Development, Shanghai 201203, China

Abstract:

    With the continuous development of technology and the accumulation of data, artificial intelligence (AI) is playing an increasingly important role in the field of life sciences. Currently, AI has been applied to multiple levels of life systems research, such as molecules, cells, systems, and individuals, providing researchers with powerful tools and methods, and improving research efficiency and accuracy. At the same time, it also provides new solutions for fields such as life and health, animal science, industrial science, and agricultural science. This article aims to explore in-depth the development trend of AI-driven life science research, focusing on the latest advances in AI in the field of life sciences in recent years. The opportunities and challenges faced by AI in life science research are analyzed, and relevant suggestions are proposed.

Communication Author：MAO Kai-Yun , Email:kymao@sinh.ac.cn