Jokela M, Elovainio M, Keltikangas-Järvinen L, Batty G D, Hintsanen M, Seppälä I, Kähönen M, Viikari J S, Raitakari O T, Lehtimäki T, Kivimäki M
Institute of Behavioural Sciences, University of Helsinki, Helsinki, Finland.
National Institute for Health and Welfare, Helsinki, Finland.
Genes Brain Behav. 2012 Nov;11(8):942-8. doi: 10.1111/j.1601-183X.2012.00846.x. Epub 2012 Oct 1.
The causal role of obesity in the development of depression remains uncertain. We applied instrumental-variables regression (Mendelian randomization) to examine the association of adolescent and adult body mass index (BMI) with adult depressive symptoms. Participants were from the Young Finns prospective cohort study (n = 1731 persons, 2844 person-observations), with repeated measurements of BMI and depressive symptoms (modified Beck's Depression Inventory). Genetic risk score of 31 single nucleotide polymorphisms previously identified as robust genetic markers of body weight was used as a proxy for variation in BMI. In standard linear regression analysis, higher adult depressive symptoms were predicted by higher adolescent BMI (B = 0.33, CI = 0.06-0.60, P = 0.017) and adult BMI (B = 0.47, CI = 0.32-0.63, P < 0.001). These associations were replicated in instrumental-variables analysis with genetic risk score as instrument (B = 1.96, CI = 0.03-3.90, P = 0.047 for adolescent BMI; B = 1.08, CI = 0.11-2.04, P = 0.030 for adult BMI). The association for adolescent BMI was significantly stronger in the instrumented analysis compared to standard regression (P = 0.04). These findings provide additional evidence to support a causal role for high BMI in increasing symptoms of depression. However, the present analysis also demonstrates potential limitations of applying Mendelian randomization when using complex phenotypes.
肥胖在抑郁症发生过程中的因果作用仍不明确。我们应用工具变量回归分析(孟德尔随机化)来研究青少年及成人身体质量指数(BMI)与成人抑郁症状之间的关联。研究对象来自芬兰青年前瞻性队列研究(n = 1731人,2844人次观察),对BMI和抑郁症状(改良版贝克抑郁量表)进行了重复测量。使用先前确定为体重可靠遗传标记的31个单核苷酸多态性的遗传风险评分作为BMI变异的替代指标。在标准线性回归分析中,较高的青少年BMI(B = 0.33,CI = 0.06 - 0.60,P = 0.017)和成人BMI(B = 0.47,CI = 0.32 - 0.63,P < 0.001)可预测更高的成人抑郁症状。这些关联在以遗传风险评分为工具的工具变量分析中得到了重复验证(青少年BMI:B = 1.96,CI = 0.03 - 3.90,P = 0.047;成人BMI:B = 1.08,CI = 0.11 - 2.04,P = 0.030)。与标准回归相比,工具变量分析中青少年BMI的关联显著更强(P = 0.04)。这些发现为高BMI在增加抑郁症状方面的因果作用提供了更多证据。然而,本分析也证明了在使用复杂表型时应用孟德尔随机化的潜在局限性。