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/)
引用
下载
收藏
页数:18
相关论文
共 34 条
  • [31] Effects of uric acid on ischemic diseases, stratified by lipid levels: a drug-target, nonlinear Mendelian randomization study
    Jungeun Kim
    Sun Yeop Lee
    Jihye Lee
    Sanghyuk Yoon
    Eun Gyo Kim
    Eunbyeol Lee
    Nayoung Kim
    Sol Lee
    Ho Gym
    Sang-In Park
    Scientific Reports, 14
  • [32] Effects of body mass index on relationship status, social contact and socio-economic position: Mendelian randomization and within-sibling study in UK Biobank
    Howe, Laura D.
    Kanayalal, Roshni
    Harrison, Sean
    Beaumont, Robin N.
    Davies, Alisha R.
    Frayling, Timothy M.
    Davies, Neil M.
    Hughes, Amanda
    Jones, Samuel E.
    Sassi, Franco
    Wood, Andrew R.
    Tyrrell, Jessica
    INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2020, 49 (04) : 1173 - 1184
  • [33] Identifying potential causal effects of Parkinson's disease: A polygenic risk score-based phenome-wide association and mendelian randomization study in UK Biobank
    Shi, Changhe
    Ma, Dongrui
    Li, Mengjie
    Wang, Zhiyun
    Hao, Chenwei
    Liang, Yuanyuan
    Feng, Yanmei
    Hu, Zhengwei
    Hao, Xiaoyan
    Guo, Mengnan
    Li, Shuangjie
    Zuo, Chunyan
    Sun, Yuemeng
    Tang, Mibo
    Mao, Chengyuan
    Zhang, Chan
    Xu, Yuming
    Sun, Shilei
    NPJ PARKINSONS DISEASE, 2024, 10 (01)
  • [34] Causal effects of genetically predicted type 2 diabetes mellitus on blood lipid profiles and concentration of particle-size-determined lipoprotein subclasses: A two-sample Mendelian randomization study
    Chen, Ken
    Zheng, Jilin
    Shao, Chunli
    Zhou, Qing
    Yang, Jie
    Huang, Tao
    Tang, Yi-Da
    FRONTIERS IN CARDIOVASCULAR MEDICINE, 2022, 9