Evaluation of the causal effects between subjective wellbeing and cardiometabolic health: mendelian randomisation study [评估主观幸福感与心脏代谢健康之间的因果关系：孟德尔随机研究]

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BMJ 2018; 362 doi: https://doi.org/10.1136/bmj.k3788 (Published 25 September 2018)
Cite this as: BMJ 2018;362:k3788

Authors
Robyn E Wootton, Rebecca B Lawn, Louise A C Millard, Neil M Davies, Amy E Taylor, Marcus R Munafò, Nicholas J Timpson, Oliver S P Davis, George Davey Smith, Claire M A Haworth

Abstract
Objectives To investigate whether the association between subjective wellbeing (subjective happiness and life satisfaction) and cardiometabolic health is causal.

Design Two sample, bidirectional mendelian randomisation study.

Setting Genetic data taken from various cohorts comprised of the general population (mostly individuals of European ancestry, plus a small proportion of other ancestries); follow-up analysis included individuals from the United Kingdom.

Participants Summary data were used from previous genome wide association studies (number of participants ranging from 83 198 to 339 224), which investigated traits related to cardiovascular or metabolic health, had the largest sample sizes, and consisted of the most similar populations while minimising sample overlap. A follow-up analysis included 337 112 individuals from the UK Biobank (54% female (n=181 363), mean age 56.87 years (standard deviation 8.00) at recruitment).

Main outcome measures Subjective wellbeing and 11 measures of cardiometabolic health (coronary artery disease; myocardial infarction; total, high density lipoprotein, and low density lipoprotein cholesterol; diastolic and systolic blood pressure; body fat; waist to hip ratio; waist circumference; and body mass index).

Results Evidence of a causal effect of body mass index on subjective wellbeing was seen; each 1 kg/m² increase in body mass index caused a −0.045 (95% confidence interval −0.084 to −0.006, P=0.02) standard deviation reduction in subjective wellbeing. Follow-up analysis of this association in an independent sample from the UK Biobank provided strong evidence of an effect of body mass index on satisfaction with health (β=−0.035 unit decrease in health satisfaction (95% confidence interval −0.043 to −0.027) per standard deviation increase in body mass index, P<0.001). No clear evidence of a causal effect was seen between subjective wellbeing and the other cardiometabolic health measures, in either direction.

Conclusions These results suggest that a higher body mass index is associated with a lower subjective wellbeing. A follow-up analysis confirmed this finding, suggesting that the effect in middle aged people could be driven by satisfaction with health. Body mass index is a modifiable determinant, and therefore, this study provides further motivation to tackle the obesity epidemic because of the knock-on effects of higher body mass index on subjective wellbeing.