下一代测序 (NGS) 应用在药物发现和开发中的进展
Huihong Wang1, Jiale Huang2, Xianfu Fang1,2
1Pharmaceutical Department, Chongqing University Three Gorges Hospital, Chongqing University, Chongqing, P. R. China.
Expert opinion on drug discovery
|March 18, 2025
概括
下一代测序 (NGS) 通过实现高通量DNA/RNA分析,彻底改变了药物发现. 先进的NGS应用程序通过数据集成和机器学习加速目标识别,临床试验和个性化医疗.
科学领域:
- 基因组学和生物信息学
- 药理学和药物开发领域
背景情况:
- 药物发现是复杂的,依赖于科学创新和技术.
- 下一代测序 (NGS) 平台提供高通量,成本效益的DNA/RNA分析.
- NGS越来越多地被整合到临床前和临床药物发现工作流中.
研究的目的:
- 审查NGS在药物发现和开发中的当前和潜在应用.
- 突出NGS在目标识别,查和临床研究中的作用.
- 涵盖2018年至2024年期间的文学作品.
主要方法:
- 从PubMed和Web of Science数据库中检索文献.
- 专注于2018年至2024年之间的出版物.
- 对药物发现中的NGS应用的研究结果的综合.
主要成果:
- NGS提高了准确性,并为药物发现产生了大量数据集.
- 将NGS数据与系统生物学和机器学习集成,可以提取关键的见解.
- NGS支持新药标识,高通量查和临床试验.
结论:
- 在推动药物发现和开发方面,NGS技术是至关重要的.
- 国家统计系统与高级分析的整合推动了显著的进展.
- 未来的NGS应用有望进一步加速治疗创新.
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