Effects of general and central adiposity on circulating lipoprotein, lipid, and metabolite levels in UK Biobank: A multivariable Mendelian randomization study

被引:15
|
作者
Bell, Joshua A. [1 ,2 ,11 ]
Richardson, Tom G. [1 ,2 ,3 ]
Wang, Qin [1 ,4 ,5 ]
Sanderson, Eleanor [1 ,2 ]
Palmer, Tom [1 ,2 ]
Walker, Venexia [1 ,2 ,6 ]
O'Keeffe, Linda M. [1 ,2 ,7 ]
Timpson, Nicholas J. [1 ,2 ]
Cichonska, Anna [8 ]
Julkunen, Heli [8 ]
Wurtz, Peter [8 ]
V. Holmes, Michael [1 ,2 ,4 ,5 ,9 ,10 ]
Smith, George Davey [1 ,2 ]
机构
[1] Univ Bristol, MRC Integrat Epidemiol Unit, Bristol, England
[2] Univ Bristol, Bristol Med Sch, Populat Hlth Sci, Bristol, England
[3] Novo Nordisk Res Ctr Oxford, Old Rd Campus, Oxford, England
[4] Univ Oxford, Nuffield Dept Populat Hlth, Clin Trial Serv Unit, Oxford, England
[5] Univ Oxford, Nuffield Dept Populat Hlth, Epidemiol Studies Unit, Oxford, England
[6] Univ Penn, Perelman Sch Med, Dept Surg, Philadelphia, PA USA
[7] Univ Coll Cork, Sch Publ Hlth, Western Gateway Bldg, Cork, Ireland
[8] Nightingale Hlth Plc, Helsinki, Finland
[9] Univ Oxford, MRC Populat Hlth Res Unit, Oxford, England
[10] Oxford Univ Hosp, Natl Inst Hlth Res, Oxford Biomed Res Ctr, Oxford, England
[11] Univ Bristol, Oakfield House, Bristol BS8 2BN, England
来源
基金
英国惠康基金; 英国医学研究理事会;
关键词
Adiposity; BMI; WHR; Metabolism; NMR; Mendelian randomization; Epidemiology; UK Biobank; CORONARY-HEART-DISEASE; BODY-MASS INDEX; BLOOD-PRESSURE; CARDIOMETABOLIC TRAITS; DIABETES-MELLITUS; FAT DISTRIBUTION; RISK-FACTORS; STATIN USE; OBESITY; ASSOCIATIONS;
D O I
10.1016/j.lanepe.2022.100457
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Background The direct effects of general adiposity (body mass index (BMI)) and central adiposity (waist-to-hip-ratio (WHR)) on circulating lipoproteins, lipids, and metabolites are unknown. Methods We used new metabolic data from UK Biobank (N=109,532, a five-fold higher N over previous studies). EDTA-plasma was used to quantify 249 traits with nuclear-magnetic-resonance spectroscopy including subclass-specific lipoprotein concentrations and lipid content, plus pre-glycemic and inflammatory metabolites. We used univariable and multivariable two-stage least-squares regression models with genetic risk scores for BMI and WHR as instruments to estimate total (unadjusted) and direct (mutually-adjusted) effects of BMI and WHR on metabolic traits; plus effects on statin use and interaction by sex, statin use, and age (proxy for medication use). Findings Higher BMI decreased apolipoprotein B and low-density lipoprotein cholesterol (LDL-C) before and after WHR-adjustment, whilst BMI increased triglycerides only before WHR-adjustment. These effects of WHR were larger and BMI-independent. Direct effects differed markedly by sex, e.g., triglycerides increased only with BMI among men, and only with WHR among women. Adiposity measures increased statin use and showed metabolic effects which differed by statin use and age. Among the youngest (38-53y, statins-5%), BMI and WHR (per-SD) increased LDL-C (total effects: 0.04-SD, 95%CI=-0.01,0.08 and 0.10-SD, 95%CI=0.02,0.17 respectively), but only WHR directly. Among the oldest (63-73y, statins-29%), BMI and WHR directly lowered LDL-C (-0.19-SD, 95%CI=-0.27,-0.11 and-0.05-SD, 95%CI=-0.16,0.06 respectively). Interpretation Excess adiposity likely raises atherogenic lipid and metabolite levels exclusively via adiposity stored centrally, particularly among women. Apparent effects of adiposity on lowering LDL-C are likely explained by an effect of adiposity on statin use. Copyright (c) 2022 The Author(s). Published by Elsevier Ltd. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/)
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页数:18
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