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Published on: July 28, 2013
Estimated bone mineral density and white matter hyperintensities: A bidirectional Mendelian randomization study
Xiaoling Li1, Xiaoju Wu2, Guoqiu Zhou2
1Department of Neurology, First Affiliated Hospital of Guangxi Medical University, Nanning 530021, China; Guangxi Key Laboratory of Precision Medicine in Cardio-cerebrovascular Diseases Control and Prevention, Nanning, China.
Purpose:
Greater white matter hyperintensities (WMH) in older adults have been associated with reduced bone mineral density (BMD) and increased fractures and falls. However, it is unclear whether there is a causal relationship between BMD reduction and WMH. In this study, Mendelian randomization (MR) was used to find the causality between WMH and estimated BMD (eBMD).
Methods:
We performed a two-sample bidirectional MR analysis using statistical data obtained from publicly available genome-wide association studies (GWAS). The main method of MR analysis is the inverse-variance weighted (IVW) method. To identify and account for the impact of horizontal pleiotropy, we also employed MR-Egger regression, MR pleiotropy residual sum, and outlier (MR-PRESSO).
Results:
MR analysis found a causal relationship between eBMD and WMH (IVW OR = 0.938, 95 % CI: 0.889-0.990, p = 0.020). Our causal estimates are unlikely to be distorted by horizontal pleiotropy according to heterogeneity test (both p > 0.05) and MR-Egger regression (p > 0.05). However, in the reverse MR analysis, there was no evidence that WMH was causally correlated with eBMD (IVW OR = 0.979, 95 % CI: 0.954-1.005, p = 0.109).
Conclusion:
Our results suggest that low eBMD increased the risk of WMH; conversely, no evidence that WMH causally affects eBMD was found.
Insights
Low bone mineral density (BMD) increases the risk of white matter hyperintensities (WMH) in older adults. However, white matter hyperintensities do not appear to causally affect bone mineral density.
Area of Science:
- Neuroscience
- Gerontology
- Genetics
Background:
- White matter hyperintensities (WMH) are associated with reduced bone mineral density (BMD) and increased fracture risk in older adults.
- The causal relationship between BMD and WMH remains unclear.
- Mendelian randomization (MR) is a robust method for investigating causality between traits.
Purpose of the Study:
- To investigate the potential causal relationship between estimated BMD (eBMD) and WMH using a bidirectional Mendelian randomization (MR) approach.
- To determine if reduced BMD leads to WMH or if WMH influences BMD.
Main Methods:
- A two-sample bidirectional MR analysis was conducted using publicly available genome-wide association study (GWAS) data.
- The inverse-variance weighted (IVW) method was the primary analytical approach.
- MR-Egger regression and MR-PRESSO were used to assess and correct for horizontal pleiotropy.
Main Results:
- MR analysis revealed a causal effect of eBMD on WMH (IVW OR = 0.938, p = 0.020), indicating that lower eBMD increases WMH risk.
- No significant causal effect of WMH on eBMD was detected in the reverse MR analysis (IVW OR = 0.979, p = 0.109).
- Tests for heterogeneity and pleiotropy (MR-Egger, MR-PRESSO) suggested that the causal estimates were robust.
Conclusions:
- Low estimated BMD is a causal risk factor for white matter hyperintensities in older adults.
- There is no evidence to support a causal role of white matter hyperintensities in affecting bone mineral density.
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