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Mendelian randomization: a novel approach for the prediction of adverse drug events and drug repurposing opportunities

Identification of unintended drug effects, specifically drug repurposing opportunities and adverse drug events, maximizes the benefit of a drug and protects the health of patients. However, current observational research methods are subject to several biases. These include confounding by indication,...

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Detalles Bibliográficos
Autores principales: Walker, Venexia M, Davey Smith, George, Davies, Neil M, Martin, Richard M
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5837479/
https://www.ncbi.nlm.nih.gov/pubmed/29040597
http://dx.doi.org/10.1093/ije/dyx207
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author Walker, Venexia M
Davey Smith, George
Davies, Neil M
Martin, Richard M
author_facet Walker, Venexia M
Davey Smith, George
Davies, Neil M
Martin, Richard M
author_sort Walker, Venexia M
collection PubMed
description Identification of unintended drug effects, specifically drug repurposing opportunities and adverse drug events, maximizes the benefit of a drug and protects the health of patients. However, current observational research methods are subject to several biases. These include confounding by indication, reverse causality and missing data. We propose that Mendelian randomization (MR) offers a novel approach for the prediction of unintended drug effects. In particular, we advocate the synthesis of evidence from this method and other approaches, in the spirit of triangulation, to improve causal inferences concerning drug effects. MR addresses some of the limitations associated with the existing methods in this field. Furthermore, it can be applied either before or after approval of the drug, and could therefore prevent the potentially harmful exposure of patients in clinical trials and beyond. The potential of MR as a pharmacovigilance and drug repurposing tool is yet to be realized, and could both help prevent adverse drug events and identify novel indications for existing drugs in the future.
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spelling pubmed-58374792018-03-09 Mendelian randomization: a novel approach for the prediction of adverse drug events and drug repurposing opportunities Walker, Venexia M Davey Smith, George Davies, Neil M Martin, Richard M Int J Epidemiol Education Corner Identification of unintended drug effects, specifically drug repurposing opportunities and adverse drug events, maximizes the benefit of a drug and protects the health of patients. However, current observational research methods are subject to several biases. These include confounding by indication, reverse causality and missing data. We propose that Mendelian randomization (MR) offers a novel approach for the prediction of unintended drug effects. In particular, we advocate the synthesis of evidence from this method and other approaches, in the spirit of triangulation, to improve causal inferences concerning drug effects. MR addresses some of the limitations associated with the existing methods in this field. Furthermore, it can be applied either before or after approval of the drug, and could therefore prevent the potentially harmful exposure of patients in clinical trials and beyond. The potential of MR as a pharmacovigilance and drug repurposing tool is yet to be realized, and could both help prevent adverse drug events and identify novel indications for existing drugs in the future. Oxford University Press 2017-12 2017-10-11 /pmc/articles/PMC5837479/ /pubmed/29040597 http://dx.doi.org/10.1093/ije/dyx207 Text en © The Author 2017. Published by Oxford University Press on behalf of the International Epidemiological Association http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Education Corner
Walker, Venexia M
Davey Smith, George
Davies, Neil M
Martin, Richard M
Mendelian randomization: a novel approach for the prediction of adverse drug events and drug repurposing opportunities
title Mendelian randomization: a novel approach for the prediction of adverse drug events and drug repurposing opportunities
title_full Mendelian randomization: a novel approach for the prediction of adverse drug events and drug repurposing opportunities
title_fullStr Mendelian randomization: a novel approach for the prediction of adverse drug events and drug repurposing opportunities
title_full_unstemmed Mendelian randomization: a novel approach for the prediction of adverse drug events and drug repurposing opportunities
title_short Mendelian randomization: a novel approach for the prediction of adverse drug events and drug repurposing opportunities
title_sort mendelian randomization: a novel approach for the prediction of adverse drug events and drug repurposing opportunities
topic Education Corner
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5837479/
https://www.ncbi.nlm.nih.gov/pubmed/29040597
http://dx.doi.org/10.1093/ije/dyx207
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