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Associations between Potentially Modifiable Risk Factors and Alzheimer Disease: A Mendelian Randomization Study.

Publication ,  Journal Article
Østergaard, SD; Mukherjee, S; Sharp, SJ; Proitsi, P; Lotta, LA; Day, F; Perry, JRB; Boehme, KL; Walter, S; Kauwe, JS; Gibbons, LE; Larson, EB ...
Published in: PLoS Med
June 2015

BACKGROUND: Potentially modifiable risk factors including obesity, diabetes, hypertension, and smoking are associated with Alzheimer disease (AD) and represent promising targets for intervention. However, the causality of these associations is unclear. We sought to assess the causal nature of these associations using Mendelian randomization (MR). METHODS AND FINDINGS: We used SNPs associated with each risk factor as instrumental variables in MR analyses. We considered type 2 diabetes (T2D, NSNPs = 49), fasting glucose (NSNPs = 36), insulin resistance (NSNPs = 10), body mass index (BMI, NSNPs = 32), total cholesterol (NSNPs = 73), HDL-cholesterol (NSNPs = 71), LDL-cholesterol (NSNPs = 57), triglycerides (NSNPs = 39), systolic blood pressure (SBP, NSNPs = 24), smoking initiation (NSNPs = 1), smoking quantity (NSNPs = 3), university completion (NSNPs = 2), and years of education (NSNPs = 1). We calculated MR estimates of associations between each exposure and AD risk using an inverse-variance weighted approach, with summary statistics of SNP-AD associations from the International Genomics of Alzheimer's Project, comprising a total of 17,008 individuals with AD and 37,154 cognitively normal elderly controls. We found that genetically predicted higher SBP was associated with lower AD risk (odds ratio [OR] per standard deviation [15.4 mm Hg] of SBP [95% CI]: 0.75 [0.62-0.91]; p = 3.4 × 10(-3)). Genetically predicted higher SBP was also associated with a higher probability of taking antihypertensive medication (p = 6.7 × 10(-8)). Genetically predicted smoking quantity was associated with lower AD risk (OR per ten cigarettes per day [95% CI]: 0.67 [0.51-0.89]; p = 6.5 × 10(-3)), although we were unable to stratify by smoking history; genetically predicted smoking initiation was not associated with AD risk (OR = 0.70 [0.37, 1.33]; p = 0.28). We saw no evidence of causal associations between glycemic traits, T2D, BMI, or educational attainment and risk of AD (all p > 0.1). Potential limitations of this study include the small proportion of intermediate trait variance explained by genetic variants and other implicit limitations of MR analyses. CONCLUSIONS: Inherited lifetime exposure to higher SBP is associated with lower AD risk. These findings suggest that higher blood pressure--or some environmental exposure associated with higher blood pressure, such as use of antihypertensive medications--may reduce AD risk.

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Published In

PLoS Med

DOI

EISSN

1549-1676

Publication Date

June 2015

Volume

12

Issue

6

Start / End Page

e1001841

Location

United States

Related Subject Headings

  • Risk Factors
  • Polymorphism, Single Nucleotide
  • Mendelian Randomization Analysis
  • Male
  • Humans
  • Genetic Predisposition to Disease
  • General & Internal Medicine
  • Female
  • Alzheimer Disease
  • 42 Health sciences
 

Citation

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Østergaard, S. D., Mukherjee, S., Sharp, S. J., Proitsi, P., Lotta, L. A., Day, F., … Scott, R. A. (2015). Associations between Potentially Modifiable Risk Factors and Alzheimer Disease: A Mendelian Randomization Study. PLoS Med, 12(6), e1001841. https://doi.org/10.1371/journal.pmed.1001841
Østergaard, Søren D., Shubhabrata Mukherjee, Stephen J. Sharp, Petroula Proitsi, Luca A. Lotta, Felix Day, John R. B. Perry, et al. “Associations between Potentially Modifiable Risk Factors and Alzheimer Disease: A Mendelian Randomization Study.PLoS Med 12, no. 6 (June 2015): e1001841. https://doi.org/10.1371/journal.pmed.1001841.
Østergaard SD, Mukherjee S, Sharp SJ, Proitsi P, Lotta LA, Day F, et al. Associations between Potentially Modifiable Risk Factors and Alzheimer Disease: A Mendelian Randomization Study. PLoS Med. 2015 Jun;12(6):e1001841.
Østergaard, Søren D., et al. “Associations between Potentially Modifiable Risk Factors and Alzheimer Disease: A Mendelian Randomization Study.PLoS Med, vol. 12, no. 6, June 2015, p. e1001841. Pubmed, doi:10.1371/journal.pmed.1001841.
Østergaard SD, Mukherjee S, Sharp SJ, Proitsi P, Lotta LA, Day F, Perry JRB, Boehme KL, Walter S, Kauwe JS, Gibbons LE, Alzheimer’s Disease Genetics Consortium, GERAD1 Consortium, EPIC-InterAct Consortium, Larson EB, Powell JF, Langenberg C, Crane PK, Wareham NJ, Scott RA. Associations between Potentially Modifiable Risk Factors and Alzheimer Disease: A Mendelian Randomization Study. PLoS Med. 2015 Jun;12(6):e1001841.

Published In

PLoS Med

DOI

EISSN

1549-1676

Publication Date

June 2015

Volume

12

Issue

6

Start / End Page

e1001841

Location

United States

Related Subject Headings

  • Risk Factors
  • Polymorphism, Single Nucleotide
  • Mendelian Randomization Analysis
  • Male
  • Humans
  • Genetic Predisposition to Disease
  • General & Internal Medicine
  • Female
  • Alzheimer Disease
  • 42 Health sciences