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Childhood body size directly increases type 1 diabetes risk based on a lifecourse Mendelian randomization approach

Author

Listed:
  • Tom G. Richardson

    (University of Bristol, Oakfield House, Oakfield Grove
    Novo Nordisk Research Centre Oxford)

  • Daniel J. M. Crouch

    (NIHR Biomedical Research Centre, University of Oxford)

  • Grace M. Power

    (University of Bristol, Oakfield House, Oakfield Grove)

  • Fernanda Morales-Berstein

    (University of Bristol, Oakfield House, Oakfield Grove)

  • Emma Hazelwood

    (University of Bristol, Oakfield House, Oakfield Grove)

  • Si Fang

    (University of Bristol, Oakfield House, Oakfield Grove)

  • Yoonsu Cho

    (University of Bristol, Oakfield House, Oakfield Grove)

  • Jamie R. J. Inshaw

    (NIHR Biomedical Research Centre, University of Oxford)

  • Catherine C. Robertson

    (University of Virginia)

  • Carlo Sidore

    (Institute for Research in Genetics and Biomedicine (IRGB))

  • Francesco Cucca

    (Institute for Research in Genetics and Biomedicine (IRGB))

  • Steven S. Rich

    (University of Virginia)

  • John A. Todd

    (NIHR Biomedical Research Centre, University of Oxford)

  • George Davey Smith

    (University of Bristol, Oakfield House, Oakfield Grove)

Abstract

The rising prevalence of childhood obesity has been postulated as an explanation for the increasing rate of individuals diagnosed with type 1 diabetes (T1D). In this study, we use Mendelian randomization (MR) to provide evidence that childhood body size has an effect on T1D risk (OR = 2.05 per change in body size category, 95% CI = 1.20 to 3.50, P = 0.008), which remains after accounting for body size at birth and during adulthood using multivariable MR (OR = 2.32, 95% CI = 1.21 to 4.42, P = 0.013). We validate this direct effect of childhood body size using data from a large-scale T1D meta-analysis based on n = 15,573 cases and n = 158,408 controls (OR = 1.94, 95% CI = 1.21 to 3.12, P = 0.006). We also provide evidence that childhood body size influences risk of asthma, eczema and hypothyroidism, although multivariable MR suggested that these effects are mediated by body size in later life. Our findings support a causal role for higher childhood body size on risk of being diagnosed with T1D, whereas its influence on the other immune-associated diseases is likely explained by a long-term effect of remaining overweight for many years over the lifecourse.

Suggested Citation

  • Tom G. Richardson & Daniel J. M. Crouch & Grace M. Power & Fernanda Morales-Berstein & Emma Hazelwood & Si Fang & Yoonsu Cho & Jamie R. J. Inshaw & Catherine C. Robertson & Carlo Sidore & Francesco Cu, 2022. "Childhood body size directly increases type 1 diabetes risk based on a lifecourse Mendelian randomization approach," Nature Communications, Nature, vol. 13(1), pages 1-9, December.
  • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-29932-y
    DOI: 10.1038/s41467-022-29932-y
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    References listed on IDEAS

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    1. Adela Hruby & Frank Hu, 2015. "The Epidemiology of Obesity: A Big Picture," PharmacoEconomics, Springer, vol. 33(7), pages 673-689, July.
    2. Gunn-Helen Moen & Ben Brumpton & Cristen Willer & Bjørn Olav Åsvold & Kåre I. Birkeland & Geng Wang & Michael C. Neale & Rachel M. Freathy & George Davey Smith & Deborah A. Lawlor & Robert M. Kirkpatr, 2020. "Mendelian randomization study of maternal influences on birthweight and future cardiometabolic risk in the HUNT cohort," Nature Communications, Nature, vol. 11(1), pages 1-12, December.
    3. Cedric Ginestet, 2011. "ggplot2: Elegant Graphics for Data Analysis," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 174(1), pages 245-246, January.
    4. Clare Bycroft & Colin Freeman & Desislava Petkova & Gavin Band & Lloyd T. Elliott & Kevin Sharp & Allan Motyer & Damjan Vukcevic & Olivier Delaneau & Jared O’Connell & Adrian Cortes & Samantha Welsh &, 2018. "The UK Biobank resource with deep phenotyping and genomic data," Nature, Nature, vol. 562(7726), pages 203-209, October.
    5. Paul T E Cusack, 2020. "The Human Brain," Biomedical Journal of Scientific & Technical Research, Biomedical Research Network+, LLC, vol. 31(3), pages 24261-24266, October.
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