人类全基因组关联研究和制药研发的疾病覆盖范围
María Gordillo-Marañón1, Amand F Schmidt2,3,4, Alasdair Warwick2
1Institute of Cardiovascular Science, Faculty of Population Health, University College London, London, United Kingdom. maria.maranon.16@ucl.ac.uk.
Communications medicine
|October 8, 2024
概括
很少有人类疾病获得批准的药物,或者通过全基因组关联研究 (GWAS) 和药物开发来研究. 这项研究绘制了这些努力的地图,以指导未来的药物发现和基因研究,以满足尚未满足的医疗需求.
科学领域:
- 药物基因组学 药物基因组学
- 翻译医学是一种翻译医学.
- 计算生物学 计算生物学
背景情况:
- 人类基因组数据对药物标识的兴趣日益增长.
- 全基因组关联研究 (GWAS) 和药物开发的疾病覆盖范围尚不清楚.
- 关于GWAS和药物开发工作之间的重叠缺乏明确性.
研究的目的:
- 协调和整合关于人类药物点和疾病的数据.
- 确定GWAS和药物开发之间的趋同和分歧.
- 创建目标疾病征兆清单,以优先考虑未来的研究.
主要方法:
- 不同数据源的协调和整合.
- 创建人类药物点和疾病的综合样本空间.
- 分析GWAS和药物开发管道之间的重叠情况.
主要成果:
- 在11,158种疾病中,只有612种疾病获得了药物治疗的批准.
- 在药物开发中的1414种疾病中,只有666种在GWAS中进行了研究.
- 在GWAS研究的1914种疾病中,1121种缺乏药物开发研究.
结论:
- 创建了针对性疾病的指示清单,以指导制药行业和学术界.
- 优先考虑基于遗传证据的未来药物开发.
- 促进药物指示的扩展和利用遗传洞察力重新利用机会.
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