Literature DB >> 34302145

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

William R Reay1,2, Murray J Cairns3,4.   

Abstract

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.
© 2021. Springer Nature Limited.

Year:  2021        PMID: 34302145     DOI: 10.1038/s41576-021-00387-z

Source DB:  PubMed          Journal:  Nat Rev Genet        ISSN: 1471-0056            Impact factor:   53.242


  125 in total

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Authors:  Ted T Ashburn; Karl B Thor
Journal:  Nat Rev Drug Discov       Date:  2004-08       Impact factor: 84.694

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4.  Estimation of effect size distribution from genome-wide association studies and implications for future discoveries.

Authors:  Ju-Hyun Park; Sholom Wacholder; Mitchell H Gail; Ulrike Peters; Kevin B Jacobs; Stephen J Chanock; Nilanjan Chatterjee
Journal:  Nat Genet       Date:  2010-06-20       Impact factor: 38.330

5.  A global overview of pleiotropy and genetic architecture in complex traits.

Authors:  Kyoko Watanabe; Sven Stringer; Oleksandr Frei; Maša Umićević Mirkov; Christiaan de Leeuw; Tinca J C Polderman; Sophie van der Sluis; Ole A Andreassen; Benjamin M Neale; Danielle Posthuma
Journal:  Nat Genet       Date:  2019-08-19       Impact factor: 38.330

Review 6.  Drug repurposing: progress, challenges and recommendations.

Authors:  Sudeep Pushpakom; Francesco Iorio; Patrick A Eyers; K Jane Escott; Shirley Hopper; Andrew Wells; Andrew Doig; Tim Guilliams; Joanna Latimer; Christine McNamee; Alan Norris; Philippe Sanseau; David Cavalla; Munir Pirmohamed
Journal:  Nat Rev Drug Discov       Date:  2018-10-12       Impact factor: 84.694

Review 7.  10 Years of GWAS Discovery: Biology, Function, and Translation.

Authors:  Peter M Visscher; Naomi R Wray; Qian Zhang; Pamela Sklar; Mark I McCarthy; Matthew A Brown; Jian Yang
Journal:  Am J Hum Genet       Date:  2017-07-06       Impact factor: 11.025

8.  On-Label or Off-Label? Overcoming Regulatory and Financial Barriers to Bring Repurposed Medicines to Cancer Patients.

Authors:  Ciska Verbaanderd; Ilse Rooman; Lydie Meheus; Isabelle Huys
Journal:  Front Pharmacol       Date:  2020-01-31       Impact factor: 5.810

9.  An atlas of genetic correlations across human diseases and traits.

Authors:  Brendan Bulik-Sullivan; Hilary K Finucane; Verneri Anttila; Alexander Gusev; Felix R Day; Po-Ru Loh; Laramie Duncan; John R B Perry; Nick Patterson; Elise B Robinson; Mark J Daly; Alkes L Price; Benjamin M Neale
Journal:  Nat Genet       Date:  2015-09-28       Impact factor: 38.330

10.  Power and predictive accuracy of polygenic risk scores.

Authors:  Frank Dudbridge
Journal:  PLoS Genet       Date:  2013-03-21       Impact factor: 5.917

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8.  Artificial intelligence framework identifies candidate targets for drug repurposing in Alzheimer's disease.

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