Using human genetics to improve safety assessment of therapeutics

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 ap...

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Veröffentlicht in:Nature reviews. Drug discovery 2023-02, Vol.22 (2), p.145-162
Hauptverfasser: Carss, Keren J., Deaton, Aimee M., Del Rio-Espinola, Alberto, Diogo, Dorothée, Fielden, Mark, Kulkarni, Diptee A., Moggs, Jonathan, Newham, Peter, Nelson, Matthew R., Sistare, Frank D., Ward, Lucas D., Yuan, Jing
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container_issue 2
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container_title Nature reviews. Drug discovery
container_volume 22
creator Carss, Keren J.
Deaton, Aimee M.
Del Rio-Espinola, Alberto
Diogo, Dorothée
Fielden, Mark
Kulkarni, Diptee A.
Moggs, Jonathan
Newham, Peter
Nelson, Matthew R.
Sistare, Frank D.
Ward, Lucas D.
Yuan, Jing
description 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. Studies of human genetics have been used to identify promising drug targets, and might also inform safety assessment in the drug discovery process. In their Review, Ward and co-authors from industry discuss how genetic studies of rare and complex human diseases can be used to predict potential on- and off-target effects associated with modulating a given target. They also outline suggested best practices for incorporating human genetic data into safety assessments during drug development.
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subjects 631/154/1438
631/154/556
631/208
692/308/153
692/308/2056
Animals
Biomedical and Life Sciences
Biomedicine
Biotechnology
Cancer Research
Clinical trials
Drug development
Drugs
Genetic engineering
Genome-Wide Association Study
Genomes
Genotype & phenotype
Human Genetics
Humans
Medicinal Chemistry
Molecular Medicine
Pharmacology/Toxicology
Pharmacovigilance
Product safety
R&D
Rare diseases
Research & development
Review Article
title Using human genetics to improve safety assessment of therapeutics
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