Developmental Psychopathology, Behavioural Science Institute, Radboud University, Nijmegen, The Netherlands.
J Epidemiol Community Health. 2018 Aug;72(8):708-710. doi: 10.1136/jech-2017-210000. Epub 2018 Apr 17.
Body mass index (BMI) is correlated negatively with subjective well-being and positively with depressive symptoms. Whether these associations reflect causal effects is unclear.
We examined bidirectional, causal effects between BMI and mental health with Mendelian randomisation using summary-level data from published genome-wide association studies (BMI: n=339 224; subjective well-being: n=204 966; depressive symptoms: n=161 460). Genetic variants robustly related to the exposure variable acted as instrumental variable to estimate causal effects. We combined estimates of individual genetic variants with inverse-variance weighted meta-analysis, weighted median regression and MR-Egger regression.
There was evidence for a causal, increasing effect of BMI on depressive symptoms and suggestive evidence for a decreasing effect of BMI on subjective well-being. We found no evidence for causality in the other direction.
This study provides support for a higher BMI causing poorer mental health. Further research should corroborate these findings and explore mechanisms underlying this potential causality.
体重指数(BMI)与主观幸福感呈负相关,与抑郁症状呈正相关。这些关联是否反映了因果效应尚不清楚。
我们使用来自已发表的全基因组关联研究的汇总水平数据(BMI:n=339224;主观幸福感:n=204966;抑郁症状:n=161460),通过孟德尔随机化检验 BMI 与心理健康之间的双向、因果效应。与暴露变量密切相关的遗传变异可作为工具变量来估计因果效应。我们将个体遗传变异的估计值与逆方差加权荟萃分析、加权中位数回归和 MR-Egger 回归相结合。
BMI 对抑郁症状有因果性的正向影响,BMI 对主观幸福感有因果性的负向影响,但证据尚不充分。我们没有发现 BMI 对心理健康的其他方向存在因果关系的证据。
本研究支持较高的 BMI 导致较差的心理健康。进一步的研究应该证实这些发现,并探讨这种潜在因果关系的机制。