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Gestational age at birth and body size from infancy through adolescence: an individual participant data meta-analysis on 253,810 singletons in 16 birth cohort studies

Gestational age at birth and body size from infancy through adolescence: an individual participant data meta-analysis on 253,810 singletons in 16 birth cohort studies
Gestational age at birth and body size from infancy through adolescence: an individual participant data meta-analysis on 253,810 singletons in 16 birth cohort studies

Background: preterm birth is the leading cause of perinatal morbidity and mortality and is associated with adverse developmental and long-term health outcomes, including several cardiometabolic risk factors and outcomes. However, evidence about the association of preterm birth with later body size derives mainly from studies using birth weight as a proxy of prematurity rather than an actual length of gestation. We investigated the association of gestational age (GA) at birth with body size from infancy through adolescence.

Methods and finding: we conducted a two-stage individual participant data (IPD) meta-analysis using data from 253,810 mother-child dyads from 16 general population-based cohort studies in Europe (Denmark, Finland, France, Italy, Norway, Portugal, Spain, the Netherlands, United Kingdom), North America (Canada), and Australasia (Australia) to estimate the association of GA with body mass index (BMI) and overweight (including obesity) adjusted for the following maternal characteristics as potential confounders: education, height, prepregnancy BMI, ethnic background, parity, smoking during pregnancy, age at child's birth, gestational diabetes and hypertension, and preeclampsia. Pregnancy and birth cohort studies from the LifeCycle and the EUCAN-Connect projects were invited and were eligible for inclusion if they had information on GA and minimum one measurement of BMI between infancy and adolescence. Using a federated analytical tool (DataSHIELD), we fitted linear and logistic regression models in each cohort separately with a complete-case approach and combined the regression estimates and standard errors through random-effects study-level meta-analysis providing an overall effect estimate at early infancy (>0.0 to 0.5 years), late infancy (>0.5 to 2.0 years), early childhood (>2.0 to 5.0 years), mid-childhood (>5.0 to 9.0 years), late childhood (>9.0 to 14.0 years), and adolescence (>14.0 to 19.0 years). GA was positively associated with BMI in the first decade of life, with the greatest increase in mean BMI z-score during early infancy (0.02, 95% confidence interval (CI): 0.00; 0.05, p < 0.05) per week of increase in GA, while in adolescence, preterm individuals reached similar levels of BMI (0.00, 95% CI: -0.01; 0.01, p 0.9) as term counterparts. The association between GA and overweight revealed a similar pattern of association with an increase in odds ratio (OR) of overweight from late infancy through mid-childhood (OR 1.01 to 1.02) per week increase in GA. By adolescence, however, GA was slightly negatively associated with the risk of overweight (OR 0.98 [95% CI: 0.97; 1.00], p 0.1) per week of increase in GA. Although based on only four cohorts (n = 32,089) that reached the age of adolescence, data suggest that individuals born very preterm may be at increased odds of overweight (OR 1.46 [95% CI: 1.03; 2.08], p < 0.05) compared with term counterparts. Findings were consistent across cohorts and sensitivity analyses despite considerable heterogeneity in cohort characteristics. However, residual confounding may be a limitation in this study, while findings may be less generalisable to settings in low- and middle-income countries.

Conclusions: this study based on data from infancy through adolescence from 16 cohort studies found that GA may be important for body size in infancy, but the strength of association attenuates consistently with age. By adolescence, preterm individuals have on average a similar mean BMI to peers born at term.

Adolescent, Birth Weight, Body Mass Index, Child, Child, Preschool, Cohort Studies, Female, Gestational Age, Humans, Infant, Infant, Newborn, Overweight/epidemiology, Pregnancy, Premature Birth/epidemiology, Risk Factors
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Vinther, Johan L., Cadman, Tim, Avraam, Demetris, Ekstrøm, Claus T., Sørensen, Thorkild I.A., Elhakeem, Ahmed, Santos, Ana C., Pinot de Moira, Angela, Heude, Barbara, Iñiguez, Carmen, Pizzi, Costanza, Simons, Elinor, Voerman, Ellis, Corpeleijn, Eva, Zariouh, Faryal, Santorelli, Gilian, Inskip, Hazel M, Barros, Henrique, Carson, Jennie, Harris, Jennifer R., Nader, Johanna L, Ronkainen, Justiina, Strandberg-Larsen, Katrine, Santa-Marina, Loreto, Calas, Lucinda, Cederkvist, Luise, Popovic, Maja, Charles, Marie-Aline, Welten, Marieke, Vrijheid, Martine, Azad, Meghan, Subbarao, Padmaja, Burton, Paul, Mandhane, Puishkumar J., Huang, Rae-Chi, Wilson, Rebecca C., Haakma, Sido, Fernández-Barrés, Sílvia, Turvey, Stuart, Santos, Susana, Tough, Suzanne C, Sebert, Sylvain, Moraes, Theo J, Salika, Theodosia, Jaddoe, Vincent W.V., Lawlor, Deborah A. and Nybo Andersen, Anne-Marie (2023) Gestational age at birth and body size from infancy through adolescence: an individual participant data meta-analysis on 253,810 singletons in 16 birth cohort studies. PLoS Medicine, 20 (1), e1004036, [e1004036]. (doi:10.1371/journal.pmed.1004036).

Record type: Article

Abstract

Background: preterm birth is the leading cause of perinatal morbidity and mortality and is associated with adverse developmental and long-term health outcomes, including several cardiometabolic risk factors and outcomes. However, evidence about the association of preterm birth with later body size derives mainly from studies using birth weight as a proxy of prematurity rather than an actual length of gestation. We investigated the association of gestational age (GA) at birth with body size from infancy through adolescence.

Methods and finding: we conducted a two-stage individual participant data (IPD) meta-analysis using data from 253,810 mother-child dyads from 16 general population-based cohort studies in Europe (Denmark, Finland, France, Italy, Norway, Portugal, Spain, the Netherlands, United Kingdom), North America (Canada), and Australasia (Australia) to estimate the association of GA with body mass index (BMI) and overweight (including obesity) adjusted for the following maternal characteristics as potential confounders: education, height, prepregnancy BMI, ethnic background, parity, smoking during pregnancy, age at child's birth, gestational diabetes and hypertension, and preeclampsia. Pregnancy and birth cohort studies from the LifeCycle and the EUCAN-Connect projects were invited and were eligible for inclusion if they had information on GA and minimum one measurement of BMI between infancy and adolescence. Using a federated analytical tool (DataSHIELD), we fitted linear and logistic regression models in each cohort separately with a complete-case approach and combined the regression estimates and standard errors through random-effects study-level meta-analysis providing an overall effect estimate at early infancy (>0.0 to 0.5 years), late infancy (>0.5 to 2.0 years), early childhood (>2.0 to 5.0 years), mid-childhood (>5.0 to 9.0 years), late childhood (>9.0 to 14.0 years), and adolescence (>14.0 to 19.0 years). GA was positively associated with BMI in the first decade of life, with the greatest increase in mean BMI z-score during early infancy (0.02, 95% confidence interval (CI): 0.00; 0.05, p < 0.05) per week of increase in GA, while in adolescence, preterm individuals reached similar levels of BMI (0.00, 95% CI: -0.01; 0.01, p 0.9) as term counterparts. The association between GA and overweight revealed a similar pattern of association with an increase in odds ratio (OR) of overweight from late infancy through mid-childhood (OR 1.01 to 1.02) per week increase in GA. By adolescence, however, GA was slightly negatively associated with the risk of overweight (OR 0.98 [95% CI: 0.97; 1.00], p 0.1) per week of increase in GA. Although based on only four cohorts (n = 32,089) that reached the age of adolescence, data suggest that individuals born very preterm may be at increased odds of overweight (OR 1.46 [95% CI: 1.03; 2.08], p < 0.05) compared with term counterparts. Findings were consistent across cohorts and sensitivity analyses despite considerable heterogeneity in cohort characteristics. However, residual confounding may be a limitation in this study, while findings may be less generalisable to settings in low- and middle-income countries.

Conclusions: this study based on data from infancy through adolescence from 16 cohort studies found that GA may be important for body size in infancy, but the strength of association attenuates consistently with age. By adolescence, preterm individuals have on average a similar mean BMI to peers born at term.

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Accepted/In Press date: 19 December 2022
Published date: 26 January 2023
Additional Information: Copyright: © 2023 Vinther et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Keywords: Adolescent, Birth Weight, Body Mass Index, Child, Child, Preschool, Cohort Studies, Female, Gestational Age, Humans, Infant, Infant, Newborn, Overweight/epidemiology, Pregnancy, Premature Birth/epidemiology, Risk Factors

Identifiers

Local EPrints ID: 476268
URI: http://eprints.soton.ac.uk/id/eprint/476268
ISSN: 1549-1277
PURE UUID: 3c4845aa-4570-418b-836f-293d2010ed12
ORCID for Hazel M Inskip: ORCID iD orcid.org/0000-0001-8897-1749

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Date deposited: 18 Apr 2023 16:36
Last modified: 17 Mar 2024 02:44

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Contributors

Author: Johan L. Vinther
Author: Tim Cadman
Author: Demetris Avraam
Author: Claus T. Ekstrøm
Author: Thorkild I.A. Sørensen
Author: Ahmed Elhakeem
Author: Ana C. Santos
Author: Angela Pinot de Moira
Author: Barbara Heude
Author: Carmen Iñiguez
Author: Costanza Pizzi
Author: Elinor Simons
Author: Ellis Voerman
Author: Eva Corpeleijn
Author: Faryal Zariouh
Author: Gilian Santorelli
Author: Hazel M Inskip ORCID iD
Author: Henrique Barros
Author: Jennie Carson
Author: Jennifer R. Harris
Author: Johanna L Nader
Author: Justiina Ronkainen
Author: Katrine Strandberg-Larsen
Author: Loreto Santa-Marina
Author: Lucinda Calas
Author: Luise Cederkvist
Author: Maja Popovic
Author: Marie-Aline Charles
Author: Marieke Welten
Author: Martine Vrijheid
Author: Meghan Azad
Author: Padmaja Subbarao
Author: Paul Burton
Author: Puishkumar J. Mandhane
Author: Rae-Chi Huang
Author: Rebecca C. Wilson
Author: Sido Haakma
Author: Sílvia Fernández-Barrés
Author: Stuart Turvey
Author: Susana Santos
Author: Suzanne C Tough
Author: Sylvain Sebert
Author: Theo J Moraes
Author: Theodosia Salika
Author: Vincent W.V. Jaddoe
Author: Deborah A. Lawlor
Author: Anne-Marie Nybo Andersen

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