诱导多能干细胞
临床试验
药物发现
转化式学习
从长凳到床边
精密医学
个性化医疗
医学
鉴定(生物学)
工程伦理学
计算机科学
生物信息学
工程类
医学物理学
生物
心理学
病理
胚胎干细胞
教育学
生物化学
植物
基因
作者
Zehra Yıldırım,Kyle Swanson,Xuekun Wu,James Zou,Joseph C. Wu
出处
期刊:Annual Review of Pharmacology and Toxicology
[Annual Reviews]
日期:2024-09-16
标识
DOI:10.1146/annurev-pharmtox-022724-095035
摘要
In the high-stakes arena of drug discovery, the journey from bench to bedside is hindered by a daunting 92% failure rate, primarily due to unpredicted toxicities and inadequate therapeutic efficacy in clinical trials. The FDA Modernization Act 2.0 heralds a transformative approach, advocating for the integration of alternative methods to conventional animal testing, including cell-based assays that employ human induced pluripotent stem cell (iPSC)-derived organoids, and organ-on-a-chip technologies, in conjunction with sophisticated artificial intelligence (AI) methodologies. Our review explores the innovative capacity of iPSC-derived clinical trial in a dish models designed for cardiovascular disease research. We also highlight how integrating iPSC technology with AI can accelerate the identification of viable therapeutic candidates, streamline drug screening, and pave the way toward more personalized medicine. Through this, we provide a comprehensive overview of the current landscape and future implications of iPSC and AI applications being navigated by the research community and pharmaceutical industry.
科研通智能强力驱动
Strongly Powered by AbleSci AI