通过孟德尔的随机化,通过身体活动特征和肥胖之间的因果关系提炼
Zhe Wang1, George Davey Smith2,3, Ruth J F Loos4,5
1The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA. zhe.wang@mssm.edu.
Communications medicine
|November 30, 2023
概括
由教育驱动的更高的体力活动会降低身体质量指数 (BMI). 增加的BMI会导致更多的屏幕时间,而不是相反. 教育促进更健康的生活方式,降低肥胖风险.
科学领域:
- 遗传学 遗传学 是一个
- 公共卫生 公共卫生
- 流行病学 流行病学
背景情况:
- 身体活动,久坐不动行为和肥胖之间的因果关系仍然不清楚.
- 混变量和强大的仪器变量对于准确的因果推断至关重要.
研究的目的:
- 研究身体活动,久坐行为,教育和身体质量指数 (BMI) 之间的因果关系.
- 使用门德尔随机化 (MR) 来解开这些复杂的关系.
主要方法:
- 采用单变量和多变量门德尔随机化 (MR) 方法.
- 利用全基因组关联研究数据来研究身体活动和屏幕时间.
- 纳入教育 (上学年数) 作为多变量分析中的关键变量.
主要成果:
- 无变MR表明身体活动,久坐行为和BMI之间的双向影响.
- 多变量MR显示,增加中度至强度 (MV) 的体力活动会降低BMI.
- 较高的BMI与增加的屏幕时间有关,而教育对MV体育活动产生了积极的影响,对屏幕时间和BMI产生了负面影响.
结论:
- 教育对健康结果产生积极影响,包括增加体力活动和降低BMI.
- 身体活跃的生活方式与较低的BMI有因果关系.
- 久坐不动的行为,特别是屏幕时间,似乎是高BMI的结果.
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