Using human genetics to improve safety assessment of therapeutics

人类疾病 药物开发 疾病 全基因组关联研究 药物发现 孟德尔遗传 医学 计算生物学 人类遗传变异 人类遗传学 人类基因组 生物信息学 风险分析(工程) 生物 药品 遗传学 药理学 基因组 基因 病理 基因型 单核苷酸多态性
作者
Keren Carss,Aimée M. Deaton,Alberto del Río-Espinola,Dorothée Diogo,Mark R. Fielden,Diptee Kulkarni,Jonathan G. Moggs,Peter Newham,Matthew R. Nelson,Frank D. Sistare,Lucas D. Ward,Jing Yuan
出处
期刊:Nature Reviews Drug Discovery [Nature Portfolio]
卷期号:22 (2): 145-162 被引量:57
标识
DOI:10.1038/s41573-022-00561-w
摘要

Human genetics research has discovered thousands of proteins associated with complex and rare diseases. Genome-wide association studies (GWAS) and studies of Mendelian disease have resulted in an increased understanding of the role of gene function and regulation in human conditions. Although the application of human genetics has been explored primarily as a method to identify potential drug targets and support their relevance to disease in humans, there is increasing interest in using genetic data to identify potential safety liabilities of modulating a given target. Human genetic variants can be used as a model to anticipate the effect of lifelong modulation of therapeutic targets and identify the potential risk for on-target adverse events. This approach is particularly useful for non-clinical safety evaluation of novel therapeutics that lack pharmacologically relevant animal models and can contribute to the intrinsic safety profile of a drug target. This Review illustrates applications of human genetics to safety studies during drug discovery and development, including assessing the potential for on- and off-target associated adverse events, carcinogenicity risk assessment, and guiding translational safety study designs and monitoring strategies. A summary of available human genetic resources and recommended best practices is provided. The challenges and future perspectives of translating human genetic information to identify risks for potential drug effects in preclinical and clinical development are discussed.
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