Advancing the use of genome-wide association studies for drug repurposing

被引:114
|
作者
Reay, William R. [1 ,2 ]
Cairns, Murray J. [1 ,2 ]
机构
[1] Univ Newcastle, Sch Biomed Sci & Pharm, Callaghan, NSW, Australia
[2] Hunter Med Res Inst, Ctr Brain & Mental Hlth Res, Newcastle, NSW, Australia
基金
英国医学研究理事会;
关键词
INFLAMMATORY-BOWEL-DISEASE; SEVERE CROHNS-DISEASE; MENDELIAN RANDOMIZATION; LINKAGE DISEQUILIBRIUM; MAINTENANCE THERAPY; SUSCEPTIBILITY LOCI; BLOOD-PRESSURE; GENETIC RISK; USTEKINUMAB; GWAS;
D O I
10.1038/s41576-021-00387-z
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Genome-wide association studies (GWAS) have revealed important biological insights into complex diseases, which are broadly expected to lead to the identification of new drug targets and opportunities for treatment. Drug development, however, remains hampered by the time taken and costs expended to achieve regulatory approval, leading many clinicians and researchers to consider alternative paths to more immediate clinical outcomes. In this Review, we explore approaches that leverage common variant genetics to identify opportunities for repurposing existing drugs, also known as drug repositioning. These approaches include the identification of compounds by linking individual loci to genes and pathways that can be pharmacologically modulated, transcriptome-wide association studies, gene-set association, causal inference by Mendelian randomization, and polygenic scoring. Genome-wide association studies (GWAS) have revealed important biological insights into complex diseases. The authors review approaches that leverage GWAS to identify opportunities for repurposing existing drugs, including single-loci mapping to drug targets, transcriptome-wide association studies, gene-set association, causal inference by Mendelian randomization and polygenic scoring.
引用
收藏
页码:658 / 671
页数:14
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