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.


Journal

PLoS medicine
ISSN: 1549-1676
Titre abrégé: PLoS Med
Pays: United States
ID NLM: 101231360

Informations de publication

Date de publication:
01 2023
Historique:
received: 17 05 2022
accepted: 19 12 2022
entrez: 26 1 2023
pubmed: 27 1 2023
medline: 31 1 2023
Statut: epublish

Résumé

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. 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. 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.

Sections du résumé

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 FINDINGS
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.

Identifiants

pubmed: 36701266
doi: 10.1371/journal.pmed.1004036
pii: PMEDICINE-D-22-01655
pmc: PMC9879424
doi:

Types de publication

Meta-Analysis Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

e1004036

Subventions

Organisme : Medical Research Council
ID : MR/S003959/1
Pays : United Kingdom
Organisme : Medical Research Council
ID : MC_PC_21038
Pays : United Kingdom
Organisme : Medical Research Council
ID : MR/N024397/1
Pays : United Kingdom
Organisme : British Heart Foundation
ID : CS/16/4/32482
Pays : United Kingdom
Organisme : Medical Research Council
ID : MR/S003959/2
Pays : United Kingdom
Organisme : Medical Research Council
ID : MC_UU_00011/6
Pays : United Kingdom
Organisme : British Heart Foundation
ID : CH/F/20/90003
Pays : United Kingdom
Organisme : British Heart Foundation
ID : AA/18/7/34219
Pays : United Kingdom
Organisme : Medical Research Council
ID : MR/S003959/1
Pays : United Kingdom

Commentaires et corrections

Type : ErratumIn

Informations de copyright

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.

Déclaration de conflit d'intérêts

I have read the journal’s policy and the authors of this manuscript have the following competing interests: DAL has received support from Roche Diagnostics and Medtronic in relation to biomarker research that is not related to the research presented in this paper. The other authors have declared that no competing interests exist.

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Auteurs

Johan L Vinther (JL)

Section of Epidemiology, Department of Public Health, University of Copenhagen, Copenhagen, Denmark.

Tim Cadman (T)

Population Health Science, Bristol Medical School, Bristol, United Kingdom.

Demetris Avraam (D)

Population Health Sciences Institute, Newcastle University, Newcastle, United Kingdom.

Claus T Ekstrøm (CT)

Section of Biostatistics, Department of Public Health, University of Copenhagen, Copenhagen, Denmark.

Thorkild I A Sørensen (TIA)

Section of Epidemiology, Department of Public Health, University of Copenhagen, Copenhagen, Denmark.
Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.

Ahmed Elhakeem (A)

Population Health Science, Bristol Medical School, Bristol, United Kingdom.

Ana C Santos (AC)

EPIUnit-Instituto de Saúde Pública, Universidade do Porto, Porto, Portugal.
Departamento de Ciências da Saúde Pública e Forenses e Educação Médica, Faculdade de Medicina, Universidade do Porto, Porto, Portugal.

Angela Pinot de Moira (A)

Section of Epidemiology, Department of Public Health, University of Copenhagen, Copenhagen, Denmark.

Barbara Heude (B)

Université Paris Cité and Université Sorbonne Paris Nord, Inserm, INRAE, Center for Research in Epidemiology and StatisticS (CRESS), Paris, France.

Carmen Iñiguez (C)

Department of Statistics and Operational Research, Universitat de València, València, Spain.
Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Madrid, Spain.
FISABIO-Universitat Jaume I-Universitat de València Epidemiology and Environmental Health Joint Research Unit, València, Spain.

Costanza Pizzi (C)

Cancer Epidemiology Unit, Department of Medical Sciences, University of Turin, Turin, Italy.

Elinor Simons (E)

Section of Allergy and Immunology, Department of Pediatrics and Child Health, University of Manitoba, Winnipeg, Canada.
The Children's Hospital Research Institute of Manitoba (CHRIM), Winnipeg, Canada.

Ellis Voerman (E)

The Generation R Study Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands.
Department of Pediatrics, Erasmus MC-Sophia Children's Hospital, University Medical Center Rotterdam, Rotterdam, the Netherlands.

Eva Corpeleijn (E)

Department of Epidemiology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.

Faryal Zariouh (F)

Ined, Inserm, EFS, joint unit Elfe, Aubervilliers Cedex, France.

Gilian Santorelli (G)

Born In Bradford, Bradford Institute for Health Research, Bradford, United Kingdom.

Hazel M Inskip (HM)

MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton General Hospital, Southampton, United Kingdom.
NIHR Southampton Biomedical Research Centre, University of Southampton and University Hospital Southampton NHS Foundation Trust, Southampton, United Kingdom.

Henrique Barros (H)

EPIUnit-Instituto de Saúde Pública, Universidade do Porto, Porto, Portugal.
Departamento de Ciências da Saúde Pública e Forenses e Educação Médica, Faculdade de Medicina, Universidade do Porto, Porto, Portugal.

Jennie Carson (J)

Telethon Kids Institute, Perth, Australia.
University of Western Australia, School of Population and Global Health, Perth, Australia.

Jennifer R Harris (JR)

Center for Fertillity and Health, The Norwegian Institute of Public Health, Oslo, Norway.

Johanna L Nader (JL)

Department of Genetics and Bioinformatics, Division of Health Data and Digitalisation, Norwegian Institute of Public Health, Oslo, Norway.

Justiina Ronkainen (J)

Center for Life-course Health research, University of Oulu, Oulu, Finland.

Katrine Strandberg-Larsen (K)

Section of Epidemiology, Department of Public Health, University of Copenhagen, Copenhagen, Denmark.

Loreto Santa-Marina (L)

Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Madrid, Spain.
Biodonostia Health Research Institute, San Sebastian, Spain.
Health Department of Basque Government, Subdirectorate of Public Health of Gipuzkoa, San Sebastian, Spain.

Lucinda Calas (L)

Université Paris Cité and Université Sorbonne Paris Nord, Inserm, INRAE, Center for Research in Epidemiology and StatisticS (CRESS), Paris, France.

Luise Cederkvist (L)

Section of Epidemiology, Department of Public Health, University of Copenhagen, Copenhagen, Denmark.

Maja Popovic (M)

Cancer Epidemiology Unit, Department of Medical Sciences, University of Turin, Turin, Italy.

Marie-Aline Charles (MA)

Ined, Inserm, EFS, joint unit Elfe, Aubervilliers Cedex, France.

Marieke Welten (M)

The Generation R Study Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands.
Department of Pediatrics, Erasmus MC-Sophia Children's Hospital, University Medical Center Rotterdam, Rotterdam, the Netherlands.

Martine Vrijheid (M)

Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Madrid, Spain.
ISGlobal, Barcelona, Spain.
Universitat Pompeu Fabra, Barcelona, Spain.

Meghan Azad (M)

Section of Allergy and Immunology, Department of Pediatrics and Child Health, University of Manitoba, Winnipeg, Canada.
Developmental Origins of Chronic Diseases in Children Network (DEVOTION), Children's Hospital, Winnipeg, Canada.
Department of Food and Human Nutritional Sciences, University of Manitoba, Winnipeg, Canada.

Padmaja Subbarao (P)

Translational Medicine Program, Department of Pediatrics, The Hospital for Sick Children, Toronto, Canada.
Department of Medicine, McMaster University, Hamilton, Canada.
Dalla Lana School of Public Health, University of Toronto, Toronto, Canada.

Paul Burton (P)

Population Health Sciences Institute, Newcastle University, Newcastle, United Kingdom.

Puishkumar J Mandhane (PJ)

Department of Pediatrics, University of Alberta, Edmonton, Canada.

Rae-Chi Huang (RC)

Telethon Kids Institute, Perth, Australia.
Edith Cowan University, School of Medicine and Health Sciences, Joondalup, Australia.

Rebecca C Wilson (RC)

Institute of Population Health, University of Liverpool, Liverpool, United Kingdom.

Sido Haakma (S)

University of Groningen, University Medical Center Groningen, Genomics Coordination Center, Groningen, the Netherlands.

Sílvia Fernández-Barrés (S)

ISGlobal, Barcelona, Spain.
Universitat Pompeu Fabra, Barcelona, Spain.
CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain.

Stuart Turvey (S)

Department of Pediatrics, BC Children's Hospital, University of British Columbia, Vancouver, Canada.

Susana Santos (S)

The Generation R Study Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands.
Department of Pediatrics, Erasmus MC-Sophia Children's Hospital, University Medical Center Rotterdam, Rotterdam, the Netherlands.

Suzanne C Tough (SC)

Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Canada.

Sylvain Sebert (S)

Center for Life-course Health research, University of Oulu, Oulu, Finland.

Theo J Moraes (TJ)

Translational Medicine Program, Department of Pediatrics, The Hospital for Sick Children, Toronto, Canada.

Theodosia Salika (T)

NIHR Southampton Biomedical Research Centre, University of Southampton and University Hospital Southampton NHS Foundation Trust, Southampton, United Kingdom.

Vincent W V Jaddoe (VWV)

The Generation R Study Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands.
Department of Pediatrics, Erasmus MC-Sophia Children's Hospital, University Medical Center Rotterdam, Rotterdam, the Netherlands.

Deborah A Lawlor (DA)

Population Health Science, Bristol Medical School, Bristol, United Kingdom.
MRC Integrative Epidemiology Unit at the University of Bristol, Bristol, United Kingdom.

Anne-Marie Nybo Andersen (AM)

Section of Epidemiology, Department of Public Health, University of Copenhagen, Copenhagen, Denmark.

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