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Estimating the causal influence of body mass index on risk of Parkinson disease: A Mendelian randomisation study

Author

Listed:
  • Alastair J Noyce
  • Demis A Kia
  • Gibran Hemani
  • Aude Nicolas
  • T Ryan Price
  • Eduardo De Pablo-Fernandez
  • Philip C Haycock
  • Patrick A Lewis
  • Thomas Foltynie
  • George Davey Smith
  • International Parkinson Disease Genomics Consortium
  • Anette Schrag
  • Andrew J Lees
  • John Hardy
  • Andrew Singleton
  • Mike A Nalls
  • Neil Pearce
  • Debbie A Lawlor
  • Nicholas W Wood

Abstract

Background: Both positive and negative associations between higher body mass index (BMI) and Parkinson disease (PD) have been reported in observational studies, but it has been difficult to establish causality because of the possibility of residual confounding or reverse causation. To our knowledge, Mendelian randomisation (MR)—the use of genetic instrumental variables (IVs) to explore causal effects—has not previously been used to test the effect of BMI on PD. Methods and findings: Two-sample MR was undertaken using genome-wide association (GWA) study data. The associations between the genetic instruments and BMI were obtained from the GIANT consortium and consisted of the per-allele difference in mean BMI for 77 independent variants that reached genome-wide significance. The per-allele difference in log-odds of PD for each of these variants was estimated from a recent meta-analysis, which included 13,708 cases of PD and 95,282 controls. The inverse-variance weighted method was used to estimate a pooled odds ratio (OR) for the effect of a 5-kg/m2 higher BMI on PD. Evidence of directional pleiotropy averaged across all variants was sought using MR–Egger regression. Frailty simulations were used to assess whether causal associations were affected by mortality selection. Conclusions: In this large study using two-sample MR, we found that variants known to influence BMI had effects on PD in a manner consistent with higher BMI leading to lower risk of PD. The mechanism underlying this apparent protective effect warrants further study. Using Mendelian randomization, Nicholas Wood and colleagues examine the association between genetically conferred risk of higher BMI and the risk of Parkinson Disease.Why was this study done?: What did the researchers do and find?: What do these findings mean?:

Suggested Citation

  • Alastair J Noyce & Demis A Kia & Gibran Hemani & Aude Nicolas & T Ryan Price & Eduardo De Pablo-Fernandez & Philip C Haycock & Patrick A Lewis & Thomas Foltynie & George Davey Smith & International Pa, 2017. "Estimating the causal influence of body mass index on risk of Parkinson disease: A Mendelian randomisation study," PLOS Medicine, Public Library of Science, vol. 14(6), pages 1-19, June.
  • Handle: RePEc:plo:pmed00:1002314
    DOI: 10.1371/journal.pmed.1002314
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    Cited by:

    1. Louise A C Millard & Neil M Davies & Kate Tilling & Tom R Gaunt & George Davey Smith, 2019. "Searching for the causal effects of body mass index in over 300 000 participants in UK Biobank, using Mendelian randomization," PLOS Genetics, Public Library of Science, vol. 15(2), pages 1-20, February.

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