Evaluating the direct effects of childhood adiposity on adult systemic metabolism: a multivariable Mendelian randomization analysis

被引:29
作者
Richardson, Tom G. [1 ]
Mykkanen, Juha [2 ,3 ,4 ]
Pahkala, Katja [2 ,3 ,4 ,5 ]
Ala-Korpela, Mika [6 ,7 ,8 ]
Bell, Joshua A. [1 ]
Taylor, Kurt [1 ]
Viikari, Jorma [9 ,10 ]
Lehtimaki, Terho [11 ,12 ]
Raitakari, Olli [2 ,3 ,4 ,13 ]
Smith, George Davey [1 ]
机构
[1] Univ Bristol, Bristol Med Sch, MRC, Populat Hlth Sci,Integrat Epidemiol Unit IEU, Oakfield House, Bristol BS8 2BN, Avon, England
[2] Univ Turku, Res Ctr Appl & Prevent Cardiovasc Med, Turku, Finland
[3] Univ Turku, Ctr Populat Hlth Res, Turku, Finland
[4] Turku Univ Hosp, Turku, Finland
[5] Univ Turku, Paavo Nurmi Ctr, Dept Phys Act & Hlth, Sports & Exercise Med Unit, Turku, Finland
[6] Univ Oulu, Fac Med, Ctr Life Course Hlth Res, Computat Med, Oulu, Finland
[7] Bioctr Oulu, Oulu, Finland
[8] Univ Eastern Finland, Sch Pharm, NMR Metabol Lab, Kuopio, Finland
[9] Univ Turku, Dept Med, Turku, Finland
[10] Turku Univ Hosp, Div Med, Turku, Finland
[11] Tampere Univ, Fac Med & Hlth Technol, Fimlab Labs, Dept Clin Chem, Tampere, Finland
[12] Tampere Univ, Fac Med & Hlth Technol, Finnish Cardiovasc Res Ctr Tampere, Tampere, Finland
[13] Turku Univ Hosp, Dept Clin Physiol & Nucl Med, Turku, Finland
基金
芬兰科学院; 欧盟地平线“2020”; 英国医学研究理事会; 英国惠康基金; 欧洲研究理事会;
关键词
Childhood adiposity; Mendelian randomization; metabolic biomarkers; Young Finns Study; cardiometabolic disease; MAGNETIC-RESONANCE METABOLOMICS; ASSOCIATION ANALYSES IDENTIFY; CORONARY-HEART-DISEASE; GENETIC EPIDEMIOLOGY; CARDIOVASCULAR RISK; OBESITY; OVERWEIGHT; VARIANTS; STROKE; BMI;
D O I
10.1093/ije/dyab051
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Background: Individuals who are obese in childhood have an elevated risk of disease in adulthood. However, whether childhood adiposity directly impacts intermediate markers of this risk, independently of adult adiposity, is unclear. In this study, we have simultaneously evaluated the effects of childhood and adulthood body size on 123 systemic molecular biomarkers representing multiple metabolic pathways. Methods: Two-sample Mendelian randomization (MR) was conducted to estimate the causal effect of childhood body size on a total of 123 nuclear magnetic resonance-based metabolic markers using summary genome-wide association study (GWAS) data from up to 24 925 adults. Multivariable MR was then applied to evaluate the direct effects of childhood body size on these metabolic markers whilst accounting for adult body size. Further MR analyses were undertaken to estimate the potential mediating effects of these circulating metabolites on the risk of coronary artery disease (CAD) in adulthood using a sample of 60 801 cases and 123 504 controls. Results: Univariable analyses provided evidence that childhood body size has an effect on 42 of the 123 metabolic markers assessed (based on P< 4.07 x 10(-4)). However, the majority of these effects (35/42) substantially attenuated when accounting for adult body size using multivariable MR. We found little evidence that the biomarkers that were potentially influenced directly by childhood body size (leucine, isoleucine and tyrosine) mediate this effect onto adult disease risk. Very-low-density lipoprotein markers provided the strongest evidence of mediating the long-term effect of adiposity on CAD risk. Conclusions: Our findings suggest that childhood adiposity predominantly exerts its detrimental effect on adult systemic metabolism along a pathway that involves adulthood body size.
引用
收藏
页码:1580 / 1592
页数:13
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