Harnessing the power of artificial intelligence for human living organoid research

被引:0
|
作者
Wang, Hui [1 ]
Li, Xiangyang [2 ,3 ]
You, Xiaoyan [1 ,2 ]
Zhao, Guoping [1 ,4 ,5 ,6 ]
机构
[1] Chinese Acad Sci, Tianjin Inst Ind Biotechnol, Natl Ctr Technol Innovat Synthet Biol, Master Lab Innovat Applicat Nat Prod, Tianjin 300308, Peoples R China
[2] Henan Univ Sci & Technol, Coll food & Bioengn, Henan Engn Res Ctr Food Microbiol, Luoyang 471023, Peoples R China
[3] Haihe Lab Synthet Biol, Tianjin 300308, Peoples R China
[4] Chinese Acad Sci, Inst Plant Physiol & Ecol, CAS Ctr Excellence Mol Plant Sci, CAS Key Lab Synthet Biol, Shanghai 200032, Peoples R China
[5] Chinese Acad Sci, Shenzhen Inst Synthet Biol, Shenzhen Inst Adv Technol, CAS Key Lab Quantitat Engn Biol, Shenzhen 518055, Peoples R China
[6] Chinese Acad Sci, Shanghai Inst Nutr & Hlth, Engn Lab Nutr, Shanghai 200031, Peoples R China
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
Artificial intelligence; Human living organoids; Organoid intelligence; In vitro miniature organ models; Multidisciplinary techniques; Preclinical-to-clinical transformation; DEEP LEARNING ALGORITHM; PLURIPOTENT STEM-CELLS; ON-CHIPS; CANCER; REPAIR; INTEGRATION; GENERATION; RESOLUTION; MATURATION; STRATEGIES;
D O I
10.1016/j.bioactmat.2024.08.027
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
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.
引用
收藏
页码:140 / 164
页数:25
相关论文
共 50 条
  • [1] Harnessing the power of artificial intelligence to transform hearing healthcare and research
    Nicholas A. Lesica
    Nishchay Mehta
    Joseph G. Manjaly
    Li Deng
    Blake S. Wilson
    Fan-Gang Zeng
    [J]. Nature Machine Intelligence, 2021, 3 : 840 - 849
  • [2] Harnessing the power of artificial intelligence to transform hearing healthcare and research
    Lesica, Nicholas A.
    Mehta, Nishchay
    Manjaly, Joseph G.
    Deng, Li
    Wilson, Blake S.
    Zeng, Fan-Gang
    [J]. NATURE MACHINE INTELLIGENCE, 2021, 3 (10) : 840 - 849
  • [3] Harnessing the Power of Artificial Intelligence in Otolaryngology and the Communication Sciences
    Blake S. Wilson
    Debara L. Tucci
    David A. Moses
    Edward F. Chang
    Nancy M. Young
    Fan-Gang Zeng
    Nicholas A. Lesica
    Andrés M. Bur
    Hannah Kavookjian
    Caroline Mussatto
    Joseph Penn
    Sara Goodwin
    Shannon Kraft
    Guanghui Wang
    Jonathan M. Cohen
    Geoffrey S. Ginsburg
    Geraldine Dawson
    Howard W. Francis
    [J]. Journal of the Association for Research in Otolaryngology, 2022, 23 : 319 - 349
  • [4] Harnessing the power of artificial intelligence to advance cell therapy
    Capponi, Sara
    Daniels, Kyle G.
    [J]. IMMUNOLOGICAL REVIEWS, 2023, 320 (01) : 147 - 165
  • [5] Harnessing the Power of Artificial Intelligence in Otolaryngology and the Communication Sciences
    Wilson, Blake S.
    Tucci, Debara L.
    Moses, David A.
    Chang, Edward F.
    Young, Nancy M.
    Zeng, Fan-Gang
    Lesica, Nicholas A.
    Bur, Andres M.
    Kavookjian, Hannah
    Mussatto, Caroline
    Penn, Joseph
    Goodwin, Sara
    Kraft, Shannon
    Wang, Guanghui
    Cohen, Jonathan M.
    Ginsburg, Geoffrey S.
    Dawson, Geraldine
    Francis, Howard W.
    [J]. JARO-JOURNAL OF THE ASSOCIATION FOR RESEARCH IN OTOLARYNGOLOGY, 2022, 23 (03): : 319 - 349
  • [6] Review of Artificial Intelligence Applications and Algorithms for Brain Organoid Research
    Jiayidaer Badai
    Qian Bu
    Le Zhang
    [J]. Interdisciplinary Sciences: Computational Life Sciences, 2020, 12 : 383 - 394
  • [7] Review of Artificial Intelligence Applications and Algorithms for Brain Organoid Research
    Badai, Jiayidaer
    Bu, Qian
    Zhang, Le
    [J]. INTERDISCIPLINARY SCIENCES-COMPUTATIONAL LIFE SCIENCES, 2020, 12 (04) : 383 - 394
  • [8] Harnessing mechanobiology for kidney organoid research
    Nauryzgaliyeva, Zarina
    Corredera, Iphigenie Goux
    Garreta, Elena
    Montserrat, Nuria
    [J]. FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2023, 11
  • [9] Harnessing the Power of Artificial Intelligence for Collaborative Energy Optimization Platforms
    Stecyk, Adam
    Miciula, Ireneusz
    [J]. ENERGIES, 2023, 16 (13)
  • [10] Harnessing the Power of Artificial Intelligence to Guide Nurse Educator Students
    Woodley, Lisa K.
    [J]. NURSE EDUCATOR, 2024, 49 (05) : E292 - E293