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Obesity and Multiple Sclerosis: A Mendelian Randomization Study
BACKGROUND: Observational studies have reported an association between obesity, as measured by elevated body mass index (BMI), in early adulthood and risk of multiple sclerosis (MS). However, bias potentially introduced by confounding and reverse causation may have influenced these findings. Therefo...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4924848/ https://www.ncbi.nlm.nih.gov/pubmed/27351487 http://dx.doi.org/10.1371/journal.pmed.1002053 |
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author | Mokry, Lauren E. Ross, Stephanie Timpson, Nicholas J. Sawcer, Stephen Davey Smith, George Richards, J. Brent |
author_facet | Mokry, Lauren E. Ross, Stephanie Timpson, Nicholas J. Sawcer, Stephen Davey Smith, George Richards, J. Brent |
author_sort | Mokry, Lauren E. |
collection | PubMed |
description | BACKGROUND: Observational studies have reported an association between obesity, as measured by elevated body mass index (BMI), in early adulthood and risk of multiple sclerosis (MS). However, bias potentially introduced by confounding and reverse causation may have influenced these findings. Therefore, we elected to perform Mendelian randomization (MR) analyses to evaluate whether genetically increased BMI is associated with an increased risk of MS. METHODS AND FINDINGS: Employing a two-sample MR approach, we used summary statistics from the Genetic Investigation of Anthropometric Traits (GIANT) consortium and the International MS Genetics Consortium (IMSGC), the largest genome-wide association studies for BMI and MS, respectively (GIANT: n = 322,105; IMSGC: n = 14,498 cases and 24,091 controls). Seventy single nucleotide polymorphisms (SNPs) were genome-wide significant (p < 5 x 10(−8)) for BMI in GIANT (n = 322,105) and were investigated for their association with MS risk in the IMSGC. The effect of each SNP on MS was weighted by its effect on BMI, and estimates were pooled to provide a summary measure for the effect of increased BMI upon risk of MS. Our results suggest that increased BMI influences MS susceptibility, where a 1 standard deviation increase in genetically determined BMI (kg/m(2)) increased odds of MS by 41% (odds ratio [OR]: 1.41, 95% CI 1.20–1.66, p = 2.7 x 10(−5), I(2) = 0%, 95% CI 0–29). Sensitivity analyses, including MR-Egger regression, and the weighted median approach provided no evidence of pleiotropic effects. The main study limitations are that, while these sensitivity analyses reduce the possibility that pleiotropy influenced our results, residual pleiotropy is difficult to exclude entirely. CONCLUSION: Genetically elevated BMI is associated with risk of MS, providing evidence for a causal role for obesity in MS etiology. While obesity has been associated with many late-life outcomes, these findings suggest an important consequence of childhood and/or early adulthood obesity. |
format | Online Article Text |
id | pubmed-4924848 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-49248482016-07-18 Obesity and Multiple Sclerosis: A Mendelian Randomization Study Mokry, Lauren E. Ross, Stephanie Timpson, Nicholas J. Sawcer, Stephen Davey Smith, George Richards, J. Brent PLoS Med Research Article BACKGROUND: Observational studies have reported an association between obesity, as measured by elevated body mass index (BMI), in early adulthood and risk of multiple sclerosis (MS). However, bias potentially introduced by confounding and reverse causation may have influenced these findings. Therefore, we elected to perform Mendelian randomization (MR) analyses to evaluate whether genetically increased BMI is associated with an increased risk of MS. METHODS AND FINDINGS: Employing a two-sample MR approach, we used summary statistics from the Genetic Investigation of Anthropometric Traits (GIANT) consortium and the International MS Genetics Consortium (IMSGC), the largest genome-wide association studies for BMI and MS, respectively (GIANT: n = 322,105; IMSGC: n = 14,498 cases and 24,091 controls). Seventy single nucleotide polymorphisms (SNPs) were genome-wide significant (p < 5 x 10(−8)) for BMI in GIANT (n = 322,105) and were investigated for their association with MS risk in the IMSGC. The effect of each SNP on MS was weighted by its effect on BMI, and estimates were pooled to provide a summary measure for the effect of increased BMI upon risk of MS. Our results suggest that increased BMI influences MS susceptibility, where a 1 standard deviation increase in genetically determined BMI (kg/m(2)) increased odds of MS by 41% (odds ratio [OR]: 1.41, 95% CI 1.20–1.66, p = 2.7 x 10(−5), I(2) = 0%, 95% CI 0–29). Sensitivity analyses, including MR-Egger regression, and the weighted median approach provided no evidence of pleiotropic effects. The main study limitations are that, while these sensitivity analyses reduce the possibility that pleiotropy influenced our results, residual pleiotropy is difficult to exclude entirely. CONCLUSION: Genetically elevated BMI is associated with risk of MS, providing evidence for a causal role for obesity in MS etiology. While obesity has been associated with many late-life outcomes, these findings suggest an important consequence of childhood and/or early adulthood obesity. Public Library of Science 2016-06-28 /pmc/articles/PMC4924848/ /pubmed/27351487 http://dx.doi.org/10.1371/journal.pmed.1002053 Text en © 2016 Mokry et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Mokry, Lauren E. Ross, Stephanie Timpson, Nicholas J. Sawcer, Stephen Davey Smith, George Richards, J. Brent Obesity and Multiple Sclerosis: A Mendelian Randomization Study |
title | Obesity and Multiple Sclerosis: A Mendelian Randomization Study |
title_full | Obesity and Multiple Sclerosis: A Mendelian Randomization Study |
title_fullStr | Obesity and Multiple Sclerosis: A Mendelian Randomization Study |
title_full_unstemmed | Obesity and Multiple Sclerosis: A Mendelian Randomization Study |
title_short | Obesity and Multiple Sclerosis: A Mendelian Randomization Study |
title_sort | obesity and multiple sclerosis: a mendelian randomization study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4924848/ https://www.ncbi.nlm.nih.gov/pubmed/27351487 http://dx.doi.org/10.1371/journal.pmed.1002053 |
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