Body mass index and depressive symptoms: instrumental-variables regression with genetic risk score

被引:31
作者
Jokela, M. [1 ]
Elovainio, M. [2 ]
Keltikangas-Jarvinen, L. [1 ]
Batty, G. D. [3 ,4 ]
Hintsanen, M. [1 ,5 ]
Seppala, I. [6 ,7 ]
Kahonen, M. [8 ]
Viikari, J. S. [9 ]
Raitakari, O. T. [10 ,11 ]
Lehtimaki, T. [6 ,7 ]
Kivimaki, M. [1 ,3 ]
机构
[1] Univ Helsinki, Inst Behav Sci, FIN-00014 Helsinki, Finland
[2] Natl Inst Hlth & Welf, Helsinki, Finland
[3] UCL, Dept Epidemiol & Publ Hlth, London, England
[4] Univ Edinburgh, Dept Psychol, Ctr Cognit Ageing & Cognit Epidemiol, Edinburgh, Midlothian, Scotland
[5] Univ Helsinki, Helsinki Coll Adv Studies, Helsinki, Finland
[6] Tampere Univ Hosp, Dept Clin Chem, Ctr Lab Med, FIN-33521 Tampere, Finland
[7] Univ Tampere, Sch Med, FIN-33101 Tampere, Finland
[8] Tampere Univ Hosp, Dept Clin Physiol, Tampere, Finland
[9] Turku Univ Hosp, Dept Med, FIN-20520 Turku, Finland
[10] Univ Turku, Turku Univ Hosp, Dept Clin Physiol, Turku, Finland
[11] Univ Turku, Res Ctr Appl & Prevent Cardiovasc Med, Turku, Finland
基金
英国医学研究理事会; 英国工程与自然科学研究理事会; 美国国家卫生研究院; 芬兰科学院; 英国生物技术与生命科学研究理事会; 英国经济与社会研究理事会;
关键词
Adolescence; adulthood; body mass index; depression; genetic risk score; instrumental variables; Mendelian randomization; obesity; MENDELIAN RANDOMIZATION; PSYCHOLOGICAL DISTRESS; CARDIOVASCULAR RISK; OBESITY; FAT; ASSOCIATION; OVERWEIGHT; ADIPOSITY;
D O I
10.1111/j.1601-183X.2012.00846.x
中图分类号
B84 [心理学]; C [社会科学总论]; Q98 [人类学];
学科分类号
03 ; 0303 ; 030303 ; 04 ; 0402 ;
摘要
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.
引用
收藏
页码:942 / 948
页数:7
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