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The causal association between body composition and 25-hydroxyvitamin D levels: A bidirectional Mendelian
Li Jixin1, Wenru Wang, Linjie Qiu
1Xiyuan Hospital, China Academy of Chinese Medical Sciences, China.
Obesity metrics like BMI and body fat percentage causally decrease vitamin D levels, but lower vitamin D does not affect obesity. This research clarifies the one-way relationship between obesity and vitamin D deficiency.
Area of Science:
- Genetics and Epidemiology
- Nutritional Science
- Metabolic Health
Background:
- Observational studies suggest a link between obesity and vitamin D deficiency.
- The causal direction of this relationship remains unclear.
- Mendelian randomization offers a robust method to investigate causality.
Purpose of the Study:
- To investigate the bidirectional causal relationship between obesity-associated metrics and 25-hydroxyvitamin D (25(OH)D) levels.
- To determine if obesity metrics influence vitamin D levels or vice versa.
- To provide robust evidence on the etiological link between obesity and vitamin D status.
Main Methods:
- Bidirectional Mendelian randomization (MR) analysis was performed.
- Instrumental variables for body mass index (BMI), waist-to-hip ratio (WHR), body fat percentage (BFP), and whole body fat mass (WFM) were selected.
- Inverse variance weighted (IVW), MR Egger, and weighted median methods were employed.
- Sensitivity analyses using MR-PRESSO assessed heterogeneity and pleiotropy.
Main Results:
- Statistically significant causal associations were found between higher BMI, WHR, BFP, and WFM and decreased 25(OH)D levels (all P < .001).
- No significant causal effect of 25(OH)D levels on the obesity-related body metrics was observed.
- Sensitivity analyses confirmed the robustness of the findings, with no substantial heterogeneity or pleiotropy detected.
Conclusions:
- This study provides strong evidence for a causal effect of obesity-related body components on reduced 25(OH)D levels.
- The findings exclude a significant reverse causal relationship, indicating obesity influences vitamin D status.
- These results have implications for understanding the interplay between metabolic health and vitamin D in public health.
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