Early Life Factors and Inter-Country Heterogeneity in BMI Growth Trajectories of European Children: The IDEFICS Study.

BACKGROUND:Starting from birth, this explorative study aimed to investigate between-country differences in body mass index (BMI) trajectories and whether early life factors explain these differences. METHODS:The sample included 7,644 children from seven European countries (Belgium, Cyprus, Germany,...

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Main Authors: Claudia Börnhorst, Alfonso Siani, Paola Russo, Yannis Kourides, Isabelle Sion, Denés Molnár, Luis A Moreno, Gerardo Rodríguez, Yoav Ben-Shlomo, Laura Howe, Lauren Lissner, Kirsten Mehlig, Susann Regber, Karin Bammann, Ronja Foraita, Wolfgang Ahrens, Kate Tilling
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2016-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC4762899?pdf=render
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spelling doaj-222c139fa8ab484cbaa4869e3919708c2020-11-24T22:06:25ZengPublic Library of Science (PLoS)PLoS ONE1932-62032016-01-01112e014926810.1371/journal.pone.0149268Early Life Factors and Inter-Country Heterogeneity in BMI Growth Trajectories of European Children: The IDEFICS Study.Claudia BörnhorstAlfonso SianiPaola RussoYannis KouridesIsabelle SionDenés MolnárLuis A MorenoGerardo RodríguezYoav Ben-ShlomoLaura HoweLauren LissnerKirsten MehligSusann RegberKarin BammannRonja ForaitaWolfgang AhrensKate TillingBACKGROUND:Starting from birth, this explorative study aimed to investigate between-country differences in body mass index (BMI) trajectories and whether early life factors explain these differences. METHODS:The sample included 7,644 children from seven European countries (Belgium, Cyprus, Germany, Hungary, Italy, Spain, Sweden) participating in the multi-centre IDEFICS study. Information on early life factors and in total 53,409 repeated measurements of height and weight from 0 to <12 years of age were collected during the baseline (2007/2008) and follow-up examination (2009/2010) supplemented by records of routine child health visits. Country-specific BMI growth curves were estimated using fractional polynomial mixed effects models. Several covariates focussing on early life factors were added to the models to investigate their role in the between-countries differences. RESULTS:Large between-country differences were observed with Italian children showing significantly higher mean BMI values at all ages ≥ 3 years compared to the other countries. For instance, at age 11 years mean BMI values in Italian boys and girls were 22.3 [21.9;22.8; 99% confidence interval] and 22.0 [21.5;22.4], respectively, compared to a range of 18.4 [18.1;18.8] to 20.3 [19.8;20.7] in boys and 18.2 [17.8;18.6] to 20.3 [19.8;20.7] in girls in the other countries. After adjustment for early life factors, differences between country-specific BMI curves became smaller. Maternal BMI was the factor being most strongly associated with BMI growth (p<0.01 in all countries) with associations increasing during childhood. Gestational weight gain (GWG) was weakly associated with BMI at birth in all countries. In some countries, positive associations between BMI growth and children not being breastfed, mothers' smoking during pregnancy and low educational level of parents were found. CONCLUSION:Early life factors seem to explain only some of the inter-country variation in growth. Maternal BMI showed the strongest association with children's BMI growth.http://europepmc.org/articles/PMC4762899?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Claudia Börnhorst
Alfonso Siani
Paola Russo
Yannis Kourides
Isabelle Sion
Denés Molnár
Luis A Moreno
Gerardo Rodríguez
Yoav Ben-Shlomo
Laura Howe
Lauren Lissner
Kirsten Mehlig
Susann Regber
Karin Bammann
Ronja Foraita
Wolfgang Ahrens
Kate Tilling
spellingShingle Claudia Börnhorst
Alfonso Siani
Paola Russo
Yannis Kourides
Isabelle Sion
Denés Molnár
Luis A Moreno
Gerardo Rodríguez
Yoav Ben-Shlomo
Laura Howe
Lauren Lissner
Kirsten Mehlig
Susann Regber
Karin Bammann
Ronja Foraita
Wolfgang Ahrens
Kate Tilling
Early Life Factors and Inter-Country Heterogeneity in BMI Growth Trajectories of European Children: The IDEFICS Study.
PLoS ONE
author_facet Claudia Börnhorst
Alfonso Siani
Paola Russo
Yannis Kourides
Isabelle Sion
Denés Molnár
Luis A Moreno
Gerardo Rodríguez
Yoav Ben-Shlomo
Laura Howe
Lauren Lissner
Kirsten Mehlig
Susann Regber
Karin Bammann
Ronja Foraita
Wolfgang Ahrens
Kate Tilling
author_sort Claudia Börnhorst
title Early Life Factors and Inter-Country Heterogeneity in BMI Growth Trajectories of European Children: The IDEFICS Study.
title_short Early Life Factors and Inter-Country Heterogeneity in BMI Growth Trajectories of European Children: The IDEFICS Study.
title_full Early Life Factors and Inter-Country Heterogeneity in BMI Growth Trajectories of European Children: The IDEFICS Study.
title_fullStr Early Life Factors and Inter-Country Heterogeneity in BMI Growth Trajectories of European Children: The IDEFICS Study.
title_full_unstemmed Early Life Factors and Inter-Country Heterogeneity in BMI Growth Trajectories of European Children: The IDEFICS Study.
title_sort early life factors and inter-country heterogeneity in bmi growth trajectories of european children: the idefics study.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2016-01-01
description BACKGROUND:Starting from birth, this explorative study aimed to investigate between-country differences in body mass index (BMI) trajectories and whether early life factors explain these differences. METHODS:The sample included 7,644 children from seven European countries (Belgium, Cyprus, Germany, Hungary, Italy, Spain, Sweden) participating in the multi-centre IDEFICS study. Information on early life factors and in total 53,409 repeated measurements of height and weight from 0 to <12 years of age were collected during the baseline (2007/2008) and follow-up examination (2009/2010) supplemented by records of routine child health visits. Country-specific BMI growth curves were estimated using fractional polynomial mixed effects models. Several covariates focussing on early life factors were added to the models to investigate their role in the between-countries differences. RESULTS:Large between-country differences were observed with Italian children showing significantly higher mean BMI values at all ages ≥ 3 years compared to the other countries. For instance, at age 11 years mean BMI values in Italian boys and girls were 22.3 [21.9;22.8; 99% confidence interval] and 22.0 [21.5;22.4], respectively, compared to a range of 18.4 [18.1;18.8] to 20.3 [19.8;20.7] in boys and 18.2 [17.8;18.6] to 20.3 [19.8;20.7] in girls in the other countries. After adjustment for early life factors, differences between country-specific BMI curves became smaller. Maternal BMI was the factor being most strongly associated with BMI growth (p<0.01 in all countries) with associations increasing during childhood. Gestational weight gain (GWG) was weakly associated with BMI at birth in all countries. In some countries, positive associations between BMI growth and children not being breastfed, mothers' smoking during pregnancy and low educational level of parents were found. CONCLUSION:Early life factors seem to explain only some of the inter-country variation in growth. Maternal BMI showed the strongest association with children's BMI growth.
url http://europepmc.org/articles/PMC4762899?pdf=render
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