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Type 2 diabetes, glucose, insulin, BMI, and ischemic stroke subtypes: Mendelian randomization study
Susanna C Larsson1, Robert A Scott2, Matthew Traylor2
1From the Stroke Research Group (S.L.C., M.T., H.S.M.), Department of Clinical Neurosciences, and MRC Epidemiology Unit (R.A.S., C.C.L., N.J.W.), University of Cambridge, UK; Unit of Nutritional Epidemiology (S.C.L.), Institute of Environmental Medicine, Karolinska Institutet, Stockholm; Department of Clinical Sciences (G.H., O.M., M.O.-M.), Lund University, Malmö, Sweden; and Boston University School of Medicine (S.S.), MA. Susanna.Larsson@ki.se.
Objective:
To implement a mendelian randomization (MR) approach to determine whether type 2 diabetes mellitus (T2D), fasting glucose, fasting insulin, and body mass index (BMI) are causally associated with specific ischemic stroke subtypes.
Methods:
MR estimates of the association between each possible risk factor and ischemic stroke subtypes were calculated with inverse-variance weighted (conventional) and weighted median approaches, and MR-Egger regression was used to explore pleiotropy. The number of single nucleotide polymorphisms (SNPs) used as instrumental variables was 49 for T2D, 36 for fasting glucose, 18 for fasting insulin, and 77 for BMI. Genome-wide association study data of SNP-stroke associations were derived from METASTROKE and the Stroke Genetics Network (n = 18,476 ischemic stroke cases and 37,296 controls).
Results:
Conventional MR analysis showed associations between genetically predicted T2D and large artery stroke (odds ratio [OR] 1.28, 95% confidence interval [CI] 1.16-1.40, p = 3.3 × 10-7) and small vessel stroke (OR 1.21, 95% CI 1.10-1.33, p = 8.9 × 10-5) but not cardioembolic stroke (OR 1.06, 95% CI 0.97-1.15, p = 0.17). The association of T2D with large artery stroke but not small vessel stroke was consistent in a sensitivity analysis using the weighted median method, and there was no evidence of pleiotropy. Genetically predicted fasting glucose and fasting insulin levels and BMI were not statistically significantly associated with any ischemic stroke subtype.
Conclusions:
This study provides support that T2D may be causally associated with large artery stroke.
Insights
Type 2 diabetes mellitus (T2D) appears causally linked to large artery stroke, but not other stroke subtypes. This research used a Mendelian randomization approach to investigate genetic links between T2D and stroke.
Area of Science:
- Genetics
- Neurology
- Metabolic Diseases
Background:
- Type 2 diabetes mellitus (T2D) is a growing global health concern.
- Ischemic stroke is a leading cause of disability and mortality worldwide.
- Understanding the causal relationship between T2D and stroke subtypes is crucial for prevention and treatment.
Purpose of the Study:
- To investigate the potential causal associations between T2D, fasting glucose, fasting insulin, and body mass index (BMI) with specific ischemic stroke subtypes using a Mendelian randomization (MR) approach.
- To differentiate the effects of these risk factors on large artery stroke, small vessel stroke, and cardioembolic stroke.
Main Methods:
- Employed a two-sample Mendelian randomization (MR) design.
- Utilized summary statistics from large genome-wide association studies (GWAS) for T2D, fasting glucose, fasting insulin, BMI, and ischemic stroke subtypes.
- Applied inverse-variance weighted (IVW) and weighted median methods for primary analysis, with MR-Egger regression to assess pleiotropy.
Main Results:
- Genetically predicted T2D showed a significant causal association with large artery stroke (OR 1.28) and small vessel stroke (OR 1.21).
- The association between T2D and large artery stroke remained consistent in sensitivity analyses.
- No statistically significant causal associations were found for genetically predicted fasting glucose, fasting insulin, or BMI with any ischemic stroke subtype.
Conclusions:
- This study provides robust evidence supporting a causal link between type 2 diabetes mellitus and large artery stroke.
- The findings highlight the importance of T2D management in reducing the risk of specific ischemic stroke subtypes.
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