生物信息学在药物基因组学中的应用:朝着个性化医学的方向
Nabil Zaid1, Lamyaa Benchikhi2, Banacer Himmi2
1Higher Institute of Nursing and Health Technical Professions (ISPITS), Rabat - Ministry of Health and Social Protection, Rabat, Morocco; Laboratory of Precision Medicine and One Health, School of Medicine, Mohammed VI University of Sciences and Health, Casablanca, Morocco.
生物信息学对药物基因组学至关重要,分析遗传数据以个性化药物治疗. 这种计算骨干支持精准医学,通过遗传洞察优化患者护理和药物开发.
科学领域:
- 药物基因组学和生物信息学
- 计算生物学和精准医学 精准医学
背景情况:
- 药物基因组学研究了影响药物反应的遗传变异,以实现个性化医疗.
- 在药物基因组学中,生物信息学对于管理和解释复杂的基因组数据至关重要.
研究的目的:
- 审查生物信息学在药物基因组学中的当前作用和工具.
- 突出在药物遗传学应用中整合多omics数据和AI.
- 讨论临床实施,监管方面,以及药物发现中的药物基因组学.
主要方法:
- 对关键生物信息学数据库和变异分析工具的审查.
- 探索用于预测性药物基因组学的人工智能 (AI) 模型.
- 分析多主题数据整合策略和临床应用.
主要成果:
- 确定药物基因组学研究的基本生物信息学工具和数据库.
- 展示AI在预测药物反应方面的潜力.
- 对临床药物基因组实施的挑战和框架的概述.
结论:
- 生物信息学为精准医学提供了计算基础.
- 通过生物信息学整合基因组和多基因组数据,提高了个性化的患者护理.
- 由生物信息学驱动的药物基因组学对于有效的药物发现和开发至关重要.
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