BibTex format
@article{Ai:2025:10.1016/j.apsb.2025.04.026,
author = {Ai, R and Xiao, X and Deng, S and Yang, N and Xing, X and Watne, LO and Wedatilake, Y and Xie, C and Selback, G and Rubinsztein, DC and Neerland, BE and Palmer, JE and Chen, H and Niu, Z and Yang, G and Fang, EF},
doi = {10.1016/j.apsb.2025.04.026},
journal = {Acta Pharmaceutica Sinica B},
pages = {4386--4410},
title = {Artificial intelligence in drug development for delirium and Alzheimer's disease},
url = {http://dx.doi.org/10.1016/j.apsb.2025.04.026},
volume = {15},
year = {2025}
}
RIS format (EndNote, RefMan)
TY - JOUR
AB - Delirium is a common cause and complication of hospitalization in the elderly and is associated with higher risk of future dementia and progression of existing dementia, of which 70% is Alzheimer’s disease (AD). AD and delirium, which are known to be aggravated by one another, represent significant societal challenges, especially in light of the absence of effective treatments. The intricate biological mechanisms have led to numerous clinical trial setbacks and likely contribute to the limited efficacy of existing therapeutics. Artificial intelligence (AI) presents a promising avenue for overcoming these hurdles by deploying algorithms to uncover hidden patterns across diverse data types. This review explores the pivotal role of AI in revolutionizing drug discovery for AD and delirium from target identification to the development of small molecule and protein-based therapies. Recent advances in deep learning, particularly in accurate protein structure prediction, are facilitating novel approaches to drug design and expediting the discovery pipeline for biological and small molecule therapeutics. This review concludes with an appraisal of current achievements and limitations, and touches on prospects for the use of AI in advancing drug discovery in AD and delirium, emphasizing its transformative potential in addressing these two and possibly other neurodegenerative conditions.
AU - Ai,R
AU - Xiao,X
AU - Deng,S
AU - Yang,N
AU - Xing,X
AU - Watne,LO
AU - Wedatilake,Y
AU - Xie,C
AU - Selback,G
AU - Rubinsztein,DC
AU - Neerland,BE
AU - Palmer,JE
AU - Chen,H
AU - Niu,Z
AU - Yang,G
AU - Fang,EF
DO - 10.1016/j.apsb.2025.04.026
EP - 4410
PY - 2025///
SN - 2211-3835
SP - 4386
TI - Artificial intelligence in drug development for delirium and Alzheimer's disease
T2 - Acta Pharmaceutica Sinica B
UR - http://dx.doi.org/10.1016/j.apsb.2025.04.026
VL - 15
ER -