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Exploring the causal effect of maternal pregnancy adiposity on offspring adiposity: Mendelian randomisation using polygenic risk scores
BACKGROUND: Greater maternal adiposity before or during pregnancy is associated with greater offspring adiposity throughout childhood, but the extent to which this is due to causal intrauterine or periconceptional mechanisms remains unclear. Here, we use Mendelian randomisation (MR) with polygenic r...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8805234/ https://www.ncbi.nlm.nih.gov/pubmed/35101027 http://dx.doi.org/10.1186/s12916-021-02216-w |
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author | Bond, Tom A. Richmond, Rebecca C. Karhunen, Ville Cuellar-Partida, Gabriel Borges, Maria Carolina Zuber, Verena Couto Alves, Alexessander Mason, Dan Yang, Tiffany C. Gunter, Marc J. Dehghan, Abbas Tzoulaki, Ioanna Sebert, Sylvain Evans, David M. Lewin, Alex M. O’Reilly, Paul F. Lawlor, Deborah A. Järvelin, Marjo-Riitta |
author_facet | Bond, Tom A. Richmond, Rebecca C. Karhunen, Ville Cuellar-Partida, Gabriel Borges, Maria Carolina Zuber, Verena Couto Alves, Alexessander Mason, Dan Yang, Tiffany C. Gunter, Marc J. Dehghan, Abbas Tzoulaki, Ioanna Sebert, Sylvain Evans, David M. Lewin, Alex M. O’Reilly, Paul F. Lawlor, Deborah A. Järvelin, Marjo-Riitta |
author_sort | Bond, Tom A. |
collection | PubMed |
description | BACKGROUND: Greater maternal adiposity before or during pregnancy is associated with greater offspring adiposity throughout childhood, but the extent to which this is due to causal intrauterine or periconceptional mechanisms remains unclear. Here, we use Mendelian randomisation (MR) with polygenic risk scores (PRS) to investigate whether associations between maternal pre-/early pregnancy body mass index (BMI) and offspring adiposity from birth to adolescence are causal. METHODS: We undertook confounder adjusted multivariable (MV) regression and MR using mother-offspring pairs from two UK cohorts: Avon Longitudinal Study of Parents and Children (ALSPAC) and Born in Bradford (BiB). In ALSPAC and BiB, the outcomes were birthweight (BW; N = 9339) and BMI at age 1 and 4 years (N = 8659 to 7575). In ALSPAC only we investigated BMI at 10 and 15 years (N = 4476 to 4112) and dual-energy X-ray absorptiometry (DXA) determined fat mass index (FMI) from age 10–18 years (N = 2659 to 3855). We compared MR results from several PRS, calculated from maternal non-transmitted alleles at between 29 and 80,939 single nucleotide polymorphisms (SNPs). RESULTS: MV and MR consistently showed a positive association between maternal BMI and BW, supporting a moderate causal effect. For adiposity at most older ages, although MV estimates indicated a strong positive association, MR estimates did not support a causal effect. For the PRS with few SNPs, MR estimates were statistically consistent with the null, but had wide confidence intervals so were often also statistically consistent with the MV estimates. In contrast, the largest PRS yielded MR estimates with narrower confidence intervals, providing strong evidence that the true causal effect on adolescent adiposity is smaller than the MV estimates (P(difference) = 0.001 for 15-year BMI). This suggests that the MV estimates are affected by residual confounding, therefore do not provide an accurate indication of the causal effect size. CONCLUSIONS: Our results suggest that higher maternal pre-/early-pregnancy BMI is not a key driver of higher adiposity in the next generation. Thus, they support interventions that target the whole population for reducing overweight and obesity, rather than a specific focus on women of reproductive age. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-021-02216-w. |
format | Online Article Text |
id | pubmed-8805234 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-88052342022-02-03 Exploring the causal effect of maternal pregnancy adiposity on offspring adiposity: Mendelian randomisation using polygenic risk scores Bond, Tom A. Richmond, Rebecca C. Karhunen, Ville Cuellar-Partida, Gabriel Borges, Maria Carolina Zuber, Verena Couto Alves, Alexessander Mason, Dan Yang, Tiffany C. Gunter, Marc J. Dehghan, Abbas Tzoulaki, Ioanna Sebert, Sylvain Evans, David M. Lewin, Alex M. O’Reilly, Paul F. Lawlor, Deborah A. Järvelin, Marjo-Riitta BMC Med Research Article BACKGROUND: Greater maternal adiposity before or during pregnancy is associated with greater offspring adiposity throughout childhood, but the extent to which this is due to causal intrauterine or periconceptional mechanisms remains unclear. Here, we use Mendelian randomisation (MR) with polygenic risk scores (PRS) to investigate whether associations between maternal pre-/early pregnancy body mass index (BMI) and offspring adiposity from birth to adolescence are causal. METHODS: We undertook confounder adjusted multivariable (MV) regression and MR using mother-offspring pairs from two UK cohorts: Avon Longitudinal Study of Parents and Children (ALSPAC) and Born in Bradford (BiB). In ALSPAC and BiB, the outcomes were birthweight (BW; N = 9339) and BMI at age 1 and 4 years (N = 8659 to 7575). In ALSPAC only we investigated BMI at 10 and 15 years (N = 4476 to 4112) and dual-energy X-ray absorptiometry (DXA) determined fat mass index (FMI) from age 10–18 years (N = 2659 to 3855). We compared MR results from several PRS, calculated from maternal non-transmitted alleles at between 29 and 80,939 single nucleotide polymorphisms (SNPs). RESULTS: MV and MR consistently showed a positive association between maternal BMI and BW, supporting a moderate causal effect. For adiposity at most older ages, although MV estimates indicated a strong positive association, MR estimates did not support a causal effect. For the PRS with few SNPs, MR estimates were statistically consistent with the null, but had wide confidence intervals so were often also statistically consistent with the MV estimates. In contrast, the largest PRS yielded MR estimates with narrower confidence intervals, providing strong evidence that the true causal effect on adolescent adiposity is smaller than the MV estimates (P(difference) = 0.001 for 15-year BMI). This suggests that the MV estimates are affected by residual confounding, therefore do not provide an accurate indication of the causal effect size. CONCLUSIONS: Our results suggest that higher maternal pre-/early-pregnancy BMI is not a key driver of higher adiposity in the next generation. Thus, they support interventions that target the whole population for reducing overweight and obesity, rather than a specific focus on women of reproductive age. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-021-02216-w. BioMed Central 2022-02-01 /pmc/articles/PMC8805234/ /pubmed/35101027 http://dx.doi.org/10.1186/s12916-021-02216-w Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Bond, Tom A. Richmond, Rebecca C. Karhunen, Ville Cuellar-Partida, Gabriel Borges, Maria Carolina Zuber, Verena Couto Alves, Alexessander Mason, Dan Yang, Tiffany C. Gunter, Marc J. Dehghan, Abbas Tzoulaki, Ioanna Sebert, Sylvain Evans, David M. Lewin, Alex M. O’Reilly, Paul F. Lawlor, Deborah A. Järvelin, Marjo-Riitta Exploring the causal effect of maternal pregnancy adiposity on offspring adiposity: Mendelian randomisation using polygenic risk scores |
title | Exploring the causal effect of maternal pregnancy adiposity on offspring adiposity: Mendelian randomisation using polygenic risk scores |
title_full | Exploring the causal effect of maternal pregnancy adiposity on offspring adiposity: Mendelian randomisation using polygenic risk scores |
title_fullStr | Exploring the causal effect of maternal pregnancy adiposity on offspring adiposity: Mendelian randomisation using polygenic risk scores |
title_full_unstemmed | Exploring the causal effect of maternal pregnancy adiposity on offspring adiposity: Mendelian randomisation using polygenic risk scores |
title_short | Exploring the causal effect of maternal pregnancy adiposity on offspring adiposity: Mendelian randomisation using polygenic risk scores |
title_sort | exploring the causal effect of maternal pregnancy adiposity on offspring adiposity: mendelian randomisation using polygenic risk scores |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8805234/ https://www.ncbi.nlm.nih.gov/pubmed/35101027 http://dx.doi.org/10.1186/s12916-021-02216-w |
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