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Causal Impact of Type 2 Diabetes Mellitus on Cerebral Small Vessel Disease: A Mendelian Randomization Analysis.
- Source :
-
Stroke [Stroke] 2018 Jun; Vol. 49 (6), pp. 1325-1331. Date of Electronic Publication: 2018 Apr 23. - Publication Year :
- 2018
-
Abstract
- Background and Purpose: The relationship between type 2 diabetes mellitus (T2D) and cerebral small vessel disease (CSVD) is unclear. We aimed to examine the causal effect of T2D, fasting glucose levels, and higher insulin resistance on CSVD using Mendelian randomization.<br />Methods: Five CSVD phenotypes were studied; 2 were clinical outcomes associated with CSVD (lacunar stroke: n=2191/27 297 and intracerebral hemorrhage [ICH]: n=2254/8195 [deep and lobar ICH]), whereas 3 were radiological markers of CSVD (white matter hyperintensities: n=8429; fractional anisotropy [FA]: n=8357; and mean diffusivity: n=8357). We applied 2 complementary analyses to evaluate the association of T2D with CSVD. First, we used summarized data from genome-wide association study to calculate the effects of T2D-related variants on CSVD with inverse-variance weighted and weighted median approaches. Second, we performed a genetic risk score approach to test the effects of T2D-associated variants on white matter hyperintensities, FA, and mean diffusivity using individual-level data in UK Biobank.<br />Results: T2D was associated with higher risk of lacunar stroke (odds ratio [OR], 1.15; 95% confidence interval [CI], 1.04-1.28; P =0.007) and lower mean FA (OR, 0.78; 95% CI, 0.66-0.92; P =0.004) but not white matter hyperintensities volume (OR, 1.01; 95% CI, 0.97-1.04; P =0.626), higher mean diffusivity (OR, 1.04; 95% CI, 0.89-1.23; P =0.612), ICH (OR, 1.07; 95% CI, 0.95-1.20; P =0.269), lobar ICH (OR, 1.07; 95% CI, 0.89-1.28; P =0.466), or deep ICH (OR, 1.16; 95% CI, 0.99-1.36; P =0.074). Weighted median and penalized median weighted analysis showed similar effect estimates of T2D on lacunar stroke and FA, but with wider CIs, meaning they were not significant. The genetic score on individual-level data was significantly associated with FA (OR, 0.63; 95% CI, 0.45-0.89; P =0.008) after adjusting for potential confounders.<br />Conclusions: Our Mendelian randomization study provides evidence to suggest that T2D may be causally associated with CSVD, in particular with lacunar stroke and FA.<br /> (© 2018 The Authors.)
- Subjects :
- Aged
Aged, 80 and over
Cerebral Hemorrhage complications
Cerebral Small Vessel Diseases complications
Diabetes Mellitus, Type 2 complications
Female
Genome-Wide Association Study
Humans
Magnetic Resonance Imaging methods
Male
Middle Aged
Risk Factors
Stroke, Lacunar complications
Cerebral Hemorrhage therapy
Cerebral Small Vessel Diseases therapy
Diabetes Mellitus, Type 2 therapy
Mendelian Randomization Analysis
Stroke, Lacunar therapy
Subjects
Details
- Language :
- English
- ISSN :
- 1524-4628
- Volume :
- 49
- Issue :
- 6
- Database :
- MEDLINE
- Journal :
- Stroke
- Publication Type :
- Academic Journal
- Accession number :
- 29686024
- Full Text :
- https://doi.org/10.1161/STROKEAHA.117.020536