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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,...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2017
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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. |
format | Online Article Text |
id | pubmed-5837479 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
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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