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评估儿童肥胖对成人全身代谢的直接影响:多变量孟德尔随机分析。

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

机构信息

MRC Integrative Epidemiology Unit (IEU), Population Health Sciences, Bristol Medical School, University of Bristol, Oakfield House, Oakfield Grove, Bristol, BS8 2BN, UK.

Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland.

出版信息

Int J Epidemiol. 2021 Nov 10;50(5):1580-1592. doi: 10.1093/ije/dyab051.


DOI:10.1093/ije/dyab051
PMID:33783488
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8580280/
Abstract

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 × 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.

摘要

背景:儿童期肥胖的个体成年后患疾病的风险增加。然而,儿童期肥胖是否直接影响这些风险的中间标志物,而不考虑成年期肥胖,尚不清楚。在这项研究中,我们同时评估了儿童期和成年期身体大小对代表多种代谢途径的 123 种系统性分子生物标志物的影响。

方法:使用多达 24925 名成年人的全基因组关联研究(GWAS)汇总数据,通过双样本孟德尔随机化(MR)估计儿童期身体大小对总共 123 种基于磁共振的代谢标志物的因果影响。然后应用多变量 MR 来评估儿童期身体大小对这些代谢标志物的直接影响,同时考虑成年期身体大小。进一步的 MR 分析用于使用 60801 例病例和 123504 例对照的样本估计这些循环代谢物对成年期冠心病(CAD)风险的潜在中介作用。

结果:单变量分析提供的证据表明,儿童期身体大小对评估的 123 种代谢标志物中的 42 种有影响(基于 P < 4.07 × 10-4)。然而,当使用多变量 MR 考虑成年期身体大小时,这些影响中的大多数(35/42)明显减弱。我们发现,儿童期身体大小可能直接影响的生物标志物(亮氨酸、异亮氨酸和酪氨酸)对成年疾病风险的影响很小。极低密度脂蛋白标志物为肥胖对 CAD 风险的长期影响提供了最强的中介证据。

结论:我们的研究结果表明,儿童期肥胖主要通过涉及成年期身体大小的途径对成人系统性代谢产生有害影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/49cd/8580280/51000c099b86/dyab051f5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/49cd/8580280/3dac1e398bb4/dyab051f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/49cd/8580280/0f66f2af6759/dyab051f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/49cd/8580280/ecb5a7ece760/dyab051f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/49cd/8580280/5a8e4b08e4d9/dyab051f4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/49cd/8580280/51000c099b86/dyab051f5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/49cd/8580280/3dac1e398bb4/dyab051f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/49cd/8580280/0f66f2af6759/dyab051f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/49cd/8580280/ecb5a7ece760/dyab051f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/49cd/8580280/5a8e4b08e4d9/dyab051f4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/49cd/8580280/51000c099b86/dyab051f5.jpg

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本文引用的文献

[1]
A cross-platform approach identifies genetic regulators of human metabolism and health.

Nat Genet. 2021-1

[2]
Very Low-Density Lipoprotein Cholesterol May Mediate a Substantial Component of the Effect of Obesity on Myocardial Infarction Risk: The Copenhagen General Population Study.

Clin Chem. 2021-1-8

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Int J Epidemiol. 2020-8-1

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Differences in Pregnancy Metabolic Profiles and Their Determinants between White European and South Asian Women: Findings from the Born in Bradford Cohort.

Metabolites. 2019-9-18

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