Projects per year
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, independent 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 direct effects of childhood body size on these metabolic markers whilst accounting for adult body size. Further MR analyses were undertaken to estimate potential mediating effects of these circulating metabolites on 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<4.07x10-4). 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 which 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 which involves adulthood body size.
Original language | English |
---|---|
Article number | dyab051 |
Pages (from-to) | 1580-1592 |
Number of pages | 13 |
Journal | International Journal of Epidemiology |
Volume | 50 |
Issue number | 5 |
Early online date | 30 Mar 2021 |
DOIs | |
Publication status | Published - 10 Nov 2021 |
Bibliographical note
Funding Information:This work was supported by the Integrative Epidemiology Unit, which receives funding from the UK Medical Research Council and the University of Bristol [MC_UU_00011/1]. GDS conducts research at the NIHR Biomedical Research Centre at the University Hospitals Bristol NHS Foundation Trust and the University of Bristol. The views expressed in this publication are those of the author(s) and not necessarily those of the NHS, the National Institute for Health Research or the Department of Health. T.G.R. is a UKRI Innovation Research Fellow [MR/S003886/1]. J.A.B. is supported by the Elizabeth Blackwell Institute for Health Research, University of Bristol and the Wellcome Trust Institutional Strategic Support Fund [204813/Z/16/Z]. K.T. is supported by a British Heart Foundation Doctoral Training Program [FS/17/60/33474]. The Special Turku Coronary Risk Factor Intervention Project study is funded by the Academy of Finland [grants 206374, 294834, 251360, 275595 and 322112], the Juho Vainio Foundation, the Finnish Foundation for Cardiac Research, the Finnish Ministry of Education and Culture, the Finnish Cultural Foundation, the Sigrid Juselius Foundation, Special Governmental Grants for Health Sciences Research (Turku University Hospital), the Yrjo Jahnsson Foundation and the Turku University Foundation. The Young Finns Study is funded by the Academy of Finland [grants 286284, 134309 (Eye), 126925, 121584, 124282, 129378 (Salve), 117787 (Gendi), 41071 (Skidi) and 322098 (for T.L.)]; the Social Insurance Institution of Finland; Competitive State Research Financing of the Expert Responsibility area of Kuopio, Tampere and Turku University Hospitals [grant X51001]; Juho Vainio Foundation; Paavo Nurmi Foundation; Finnish Foundation for Cardiovascular Research; Finnish Cultural Foundation; The Sigrid Juselius Foundation; Tampere Tuberculosis Foundation; Emil Aaltonen Foundation; Yrjo Jahnsson Foundation; Signe and Ane Gyllenberg Foundation; Diabetes Research Foundation of Finnish Diabetes Association; and EU Horizon 2020 [grant 755320 for TAXINOMISIS and grant 848146 To-Aition]; and European Research Council [grant 742927 for MULTIEPIGEN project]; Tampere University Hospital Supporting Foundation. M.A.K. is funded by a research grant from the Sigrid Juselius Foundation, Finland
Publisher Copyright:
© 2021 The Author(s) 2021. Published by Oxford University Press on behalf of the International Epidemiological Association.
Keywords
- childhood adiposity
- Mendelian randomization
- metabolic biomarkers
- Young Finns Study
- cardiometabolic disease
Fingerprint
Dive into the research topics of 'Evaluating the direct effects of childhood adiposity on adult systemic metabolism: A multivariable Mendelian randomization analysis'. Together they form a unique fingerprint.Projects
- 1 Finished
-
IEU: MRC Integrative Epidemiology Unit Quinquennial renewal
Gaunt, L. F. (Principal Investigator) & Davey Smith, G. (Principal Investigator)
1/04/18 → 31/03/23
Project: Research