Stephen Burgess
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Grant: Open
New horizons in Mendelian randomization
Open Date: 2022-11-01
Close Date: 2030-10-31
Articles (11)
Year:
2023
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2023
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2023
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2023
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2023
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2023
Large-scale genome-wide association studies conducted over the last decade have uncovered numerous genetic variants associated with cardiometabolic traits and risk factors. These discoveries have enabled the Mendelian randomization (MR) design, which uses genetic variation as a natural experiment to improve causal inferences from observational data. By analogy with the random assignment of treatment in randomized controlled trials, the random segregation of genetic alleles when DNA is transmitted from parents to offspring at gamete formation is expected to reduce confounding in genetic associations. Mendelian randomization analyses make a set of assumptions that must hold for valid results. Provided that the assumptions are well justified for the genetic variants that are employed as instrumental variables, MR studies can inform on whether a putative risk factor likely has a causal effect on the disease or not. Mendelian randomization has been increasingly applied over recent years to predict the efficacy and safety of existing and novel drugs targeting cardiovascular risk factors and to explore the repurposing potential of available drugs. This review article describes the principles of the MR design and some applications in cardiovascular epidemiology.
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2023
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2023
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2023
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2023
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2023
Collaborators (26)
George Davey Smith
University of Bristol
Naomi Allen
University of Oxford
Susanna Larsson
Karolinska Institutet
Michael Holmes
University of Oxford
Ruth Loos
Københavns Universitet
Colin Palmer
Academic, Professor (Teaching and Research) of Pharmacogenomics
University of Dundee
William John Astle
University Senior Lecturer
University of Cambridge
Benjamin Woolf
University of Bristol
Jennifer Ann Smith
Research Associate Professor
University of Michigan
Adam Butterworth
Professor of Molecular Epidemiology
University of Cambridge
Julian Knight
University of Oxford
Snehal Pinto Pereira
Associate Professor in Population Health & Applied Statistics
University College London
Janine Collins
University of Cambridge
Zoltán Kutalik
-
Eco de Geus
University of Amsterdam
Rachel Cooper
Professor of Translational Epidemiology
Newcastle University
Héléne Toinét Cronjé
Københavns Universitet
Allan Linneberg
-
Albert Vernon Smith
University of Michigan
Oliver Stegle
Professor
Heidelberg University
Caroline Relton
University of Bristol
Neil Davies
University College London
Terho Lehtimäki
University of Tampere
Yangbo Sun
Assistant Professor
University of Tennessee Health Science Center
Carolina Roselli
Broad Institute
Niels Grarup
Københavns Universitet
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