Harnessing the power of artificial intelligence for human living organoid research

IF 18 1区 医学 Q1 ENGINEERING, BIOMEDICAL Bioactive Materials Pub Date : 2024-08-30 DOI:10.1016/j.bioactmat.2024.08.027
Hui Wang , Xiangyang Li , Xiaoyan You , Guoping Zhao
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Abstract

As a powerful paradigm, artificial intelligence (AI) is rapidly impacting every aspect of our day-to-day life and scientific research through interdisciplinary transformations. Living human organoids (LOs) have a great potential for in vitro reshaping many aspects of in vivo true human organs, including organ development, disease occurrence, and drug responses. To date, AI has driven the revolutionary advances of human organoids in life science, precision medicine and pharmaceutical science in an unprecedented way. Herein, we provide a forward-looking review, the frontiers of LOs, covering the engineered construction strategies and multidisciplinary technologies for developing LOs, highlighting the cutting-edge achievements and the prospective applications of AI in LOs, particularly in biological study, disease occurrence, disease diagnosis and prediction and drug screening in preclinical assay. Moreover, we shed light on the new research trends harnessing the power of AI for LO research in the context of multidisciplinary technologies. The aim of this paper is to motivate researchers to explore organ function throughout the human life cycle, narrow the gap between in vitro microphysiological models and the real human body, accurately predict human-related responses to external stimuli (cues and drugs), accelerate the preclinical-to-clinical transformation, and ultimately enhance the health and well-being of patients.

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利用人工智能的力量开展人体活体器官研究
作为一种强大的范式,人工智能(AI)正通过跨学科变革迅速影响着我们日常生活和科学研究的方方面面。活体人体器官(LOs)在体外重塑体内真实人体器官的许多方面(包括器官发育、疾病发生和药物反应)具有巨大潜力。迄今为止,人工智能以前所未有的方式推动了人体器官在生命科学、精准医疗和制药科学领域的革命性进步。在此,我们前瞻性地回顾了器官组织的发展前沿,涵盖了器官组织的工程构建策略和多学科技术,重点介绍了人工智能在器官组织中的前沿成果和应用前景,尤其是在生物学研究、疾病发生、疾病诊断与预测以及临床前药物筛选等方面。此外,我们还阐明了在多学科技术背景下利用人工智能的力量开展生命科学研究的新研究趋势。本文旨在激励研究人员探索人体生命周期中的器官功能,缩小体外微生理模型与真实人体之间的差距,准确预测人体对外界刺激(线索和药物)的相关反应,加速临床前到临床的转化,最终提高患者的健康和福祉。
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来源期刊
Bioactive Materials
Bioactive Materials Biochemistry, Genetics and Molecular Biology-Biotechnology
CiteScore
28.00
自引率
6.30%
发文量
436
审稿时长
20 days
期刊介绍: Bioactive Materials is a peer-reviewed research publication that focuses on advancements in bioactive materials. The journal accepts research papers, reviews, and rapid communications in the field of next-generation biomaterials that interact with cells, tissues, and organs in various living organisms. The primary goal of Bioactive Materials is to promote the science and engineering of biomaterials that exhibit adaptiveness to the biological environment. These materials are specifically designed to stimulate or direct appropriate cell and tissue responses or regulate interactions with microorganisms. The journal covers a wide range of bioactive materials, including those that are engineered or designed in terms of their physical form (e.g. particulate, fiber), topology (e.g. porosity, surface roughness), or dimensions (ranging from macro to nano-scales). Contributions are sought from the following categories of bioactive materials: Bioactive metals and alloys Bioactive inorganics: ceramics, glasses, and carbon-based materials Bioactive polymers and gels Bioactive materials derived from natural sources Bioactive composites These materials find applications in human and veterinary medicine, such as implants, tissue engineering scaffolds, cell/drug/gene carriers, as well as imaging and sensing devices.
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