Likelihood of obesity in early and late childhood based on growth trajectory during infancy
International Journal of Obesity
ARTICLE
www.nature.com/ijo
OPEN
Pediatrics
Likelihood of obesity in early and late childhood based on
growth trajectory during infancy
George Moschonis
✉
Yannis Manios2,5
1✉
, Anela Halilagic1, Eva Karaglani2, Christina Mavrogianni2, Niki Mourouti2,3, Clare E. Collins
4
and
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© The Author(s) 2023
BACKGROUND: Childhood obesity rates have reached epidemic levels with Mediterranean countries reporting among the highest
numbers globally. Evidence suggests early life factors, including infant growth rate, increase the likelihood of obesity later in
childhood. However, optimal rates of infant growth associated with lower odds of future obesity still remain undetermined. The
study aim was to determine the optimal infant growth rate associated with a lower likelihood of childhood overweight and obesity.
METHODS: Perinatal and anthropometric data collected from 1778 Greek preschool (2–5 years old) and 2294 Greek preadolescent
(10–12 years old) children participating in the ToyBox and the Healthy Growth Study (HGS) respectively, was combined for
examination. Logistic regression models and receiver operating curves were used to determine the association between infant
growth rate and development of childhood overweight and obesity, as well as optimal infant growth rate, respectively.
RESULTS: Rapid weight gain during the first 6 months of life was positively associated with overweight and obesity in
preadolescent children (OR:1.36, 95% CI: 1.13–1.63). Optimal cut-off points for several infancy growth rate indices (i.e., WAZ, WLZ,
HAZ, BAZ) associated with a lower likelihood of overweight and obesity in preschool years and preadolescence were also identified.
CONCLUSIONS: The current findings could possibly set the basis for healthcare professionals and families to better monitor, assess,
and control infant growth rates, thus providing another obesity prevention strategy from early life. These findings, however, and
the recommended optimal cut-offs need to be confirmed through further prospective research.
International Journal of Obesity; https://doi.org/10.1038/s41366-023-01310-8
INTRODUCTION
The World Health Organization (WHO) defines overweight and
obesity as abnormal or excessive fat accumulation that may impair
health [1]. Obesity prevalence has tripled since 1975 [1] with the
rise of obesity amongst children also reaching epidemic proportions [2]. Childhood obesity is associated with adverse health
consequences and an increased risk of comorbidities later into
adulthood [3, 4]. Obese children are psychosocially vulnerable, a
consequence of being “socially stigmatised”, bullied, teased, and
socially isolated [3].
In some European countries, one third of children between the
ages of 6 and 9 years are classified as being overweight or obese
[5]. The highest prevalence observed is in Mediterranean
countries, including Greece, Cyprus, Italy and Spain [5], where
approximately 25% of preschool and 45% of preadolescent
children were classified as being overweight or obese [6, 7].
Although the pathogenesis of overweight and obesity is
complex and multi-factorial [8], the primary aetiology of weight
gain is a sustained positive energy balance, whereby energy
intake is greater than expenditure [9]. The first 1000 days, in
which the foetus and infant are exposed to risk factors that
impact on growth, development, and future health status, has
been highlighted as a critical period for the development of
obesity [10].
Growth rate during infancy is determined by measuring
changes in body weight and/or recumbent length between birth
and 24 months of age. Common time periods used to assess
growth rate are from birth to 6, 12, and 24 months. These
measurements allow health professionals and researchers to
assess growth from birth until the end of adolescence through
the use of appropriate sex-specific growth reference values,
including percentiles and standard deviation scores (i.e., z-scores).
The change in these percentiles and z-scores over time are used to
assess the trajectory of growth and its potential deviation from
normal. This may present as either poor or rapid growth and
requires appropriate intervention to mitigate the likelihood of
negative health impacts.
In this context, recent evidence on the relationship between
infant growth rate and overweight and obesity in childhood has
identified a positive association between rapid growth during
1
Department of Food, Nutrition and Dietetics, School of Allied Health, Human Services and Sport, La Trobe University, Bundoora, VIC 3086, Australia. 2Department of Nutrition
and Dietetics, School of Health Science and Education, Harokopio University, 17671 Athens, Greece. 3Department of Nutrition and Dietetics, Hellenic Mediterranean University,
Sitia, Greece. 4School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Newcastle, Australia. 5Institute of Agri-food and Life Sciences,
Hellenic Mediterranean University Research Centre, Heraklion, Greece. ✉email: ;
Received: 16 June 2022 Revised: 4 April 2023 Accepted: 6 April 2023
G. Moschonis et al.
2
infancy and obesity later in childhood [11]. Rapid infant growth is
also positively associated with measures of adiposity, such as
body mass index (BMI), waist circumference, and fat mass [11].
However, the optimal rate of infant growth during infancy that is
linked to a lower likelihood of developing overweight or obesity
later in childhood is still unknown. For this reason, this study
investigated the association between infant growth during the
first six months of life and the likelihood for subsequent obesity
development. The primary aim, however, was to identify the
optimal growth rate from birth to six months of age associated
with a lower likelihood of obesity development in preschool years
and preadolescence.
METHODS
Study design and populations
The current paper represents a secondary analysis of data from two studies
conducted with preschool and preadolescent children in Greece, namely
the ToyBox (www.toybox-study.eu) and the Healthy Growth Study (HGS),
respectively. ToyBox was a randomised controlled intervention conducted
with preschool children (2–5 years) from six European countries. For the
current secondary analysis, the ToyBox study data from children living in
Greece was utilised. HGS was a cross-sectional epidemiological study
conducted with preadolescent children (10–12 years) attending fifth or
sixth grade in municipalities within the Greek counties of Attica,
Aitoloakarnania, Thessaloniki, and Iraklion. For this secondary data analysis,
cross-sectional data collected at baseline from all children was utilised, as
well as perinatal data collected retrospectively from birth certificates,
health records, and parental recalls.
Ethics approval
ToyBox study and HGS ethics approval was obtained from the Bioethics
Committee of Harokopio University in Athens, Greece, and the Greek
Ministry of Ed (...truncated)