生物信息技术和工具在药物发现中的作用和应用
Shujun Zhang1, Kaijie Liu1, Yafeng Liu1
1Department of Infectious Diseases, The First Affiliated Hospital, College of Clinical Medicine, Henan University of Science and Technology, Luoyang, Henan, China.
Frontiers in pharmacology
|February 28, 2025
概括
生物信息学通过识别目标和候选药物,并预测副作用和耐药性来加速药物发现. 这种方法利用高通量数据来有效开发新药和精准医学.
科学领域:
- 药理学 药理学是指药理学的学科.
- 计算生物学 计算生物学
- 基因组学就是基因组学.
背景情况:
- 药物发现和开发是一个复杂,耗时和昂贵的过程.
- 生物信息学提供解决方案来简化药物研究的各个阶段.
- 来自omics领域的高通量数据对于现代药物发现至关重要.
研究的目的:
- 总结用于药物研发的生物信息技术和工具.
- 突出生物信息学在加速药物发现中的作用和应用.
- 为新药开发和精准医学提供参考资料.
主要方法:
- 对生物信息技术和工具的审查.
- 分析高通量数据 (基因组学,转录组学,蛋白质组学,代谢组学).
- 关于生物信息学在药物发现中的应用的文献综合.
主要成果:
- 生物信息学加速了目标识别,候选药物查和优化.
- 它有助于描述药物的副作用和预测耐药性.
- 欧米克斯数据集成增强了基于机制的药物发现和药物重新利用.
结论:
- 生物信息学对于高效和成本效益的药物发现和开发至关重要.
- 生物信息学工具和omics数据的整合推动了制药研究的创新.
- 本综述是利用生物信息学实现精准医学的指南.
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