Citation: De Giuseppe, R.; Loperfido,
F.; Cerbo, R.M.; Monti, M.C.; Civardi,
E.; Garofoli, F.; Angelini, M.;
Maccarini, B.; Sommella, E.;
Campiglia, P.; et al. LIMIT: LIfestyle
and Microbiome InTeraction Early
Adiposity Rebound in Children, a
Study Protocol. Metabolites 2022, 12,
809. https://doi.org/10.3390/
metabo12090809
Academic Editors: Clint Lee Gray,
Lifeng Peng, Timothy Regnault and
Michal Ciborowski
Received: 8 July 2022
Accepted: 24 August 2022
Published: 28 August 2022
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metabolites
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Study Protocol
LIMIT: LIfestyle and Microbiome InTeraction Early Adiposity
Rebound in Children, a Study Protocol
Rachele De Giuseppe
1,
*
,†
, Federica Loperfido
1,†
, Rosa Maria Cerbo
2
, Maria Cristina Monti
3
, Elisa Civardi
2
,
Francesca Garofoli
2
, Micol Angelini
2
, Beatrice Maccarini
1
, Eduardo Sommella
4
, Pietro Campiglia
4
,
Laura Bertuzzo
5
, Marcello Chieppa
6
, Stefano Ghirardello
2,‡
and Hellas Cena
1,7,‡
1
Laboratory of Dietetics and Clinical Nutrition, Department of Public Health, Experimental and Forensic
Medicine, University of Pavia, Via Bassi 21, 27100 Pavia, Italy
2
Neonatal Unit and Neonatal Intensive Care Unit, Fondazione IRCCS Policlinico San Matteo, 27100 Pavia, Italy
3
Department of Public Health, Experimental and Forensic Medicine—Unit of Biostatistics and Clinical
Epidemiology, University of Pavia, 27100 Pavia, Italy
4
Department of Pharmacy, University of Salerno, Fisciano, 84084 Salerno, Italy
5
GlaxoSmithKline (GSK) Consumer Healthcare, Haleon Group, Via Zambeletti s.n.c. 20021 Baranzate, Italy
6
Department of Biological and Environmental Sciences and Technologies (DISTEBA), University of Salento,
73100 Lecce, Italy
7
Clinical Nutrition and Dietetics Service, Unit of Internal Medicine and Endocrinology, ICS Maugeri IRCCS,
27100 Pavia, Italy
* Correspondence: rachele.degiuseppe@unipv.it
† These authors contributed equally to this work.
‡ These authors contributed equally to this work.
Abstract: Childhood obesity is a strong predictor of adult obesity with health and economic con-
sequences for individuals and society. Adiposity rebound (AR) is a rise in the Body Mass Index
occurring between 3 and 7 years. Early adiposity rebound (EAR) occurs at a median age of 2 years
and predisposes to a later onset of obesity. Since obesity has been associated with intestinal dysbiosis,
we hypothesize that EAR could be related to early microbiome changes due to maternal/lifestyle
changes and environmental exposures, which can increase the unhealthy consequences of childhood
obesity. LIMIT is a prospective cohort study that aims at identifying the longitudinal interplay
between infant gut microbiome, infant/maternal lifestyle, and environmental variables, in children
with EAR vs. AR. Methods. The study evaluated 272 mother-infant pairs, enrolled at an Italian
neonatal unit, at different time points (T0, at delivery; T1, 1 month; T2, 6 months; T3, 12 months;
T4, 24 months; T5, 36 months after birth). The variables that were collected include maternal/infant
anthropometric measurements, lifestyle habits, maternal environmental endocrine disruptor expo-
sure, as well as infant AR. The LIMIT results will provide the basis for early identification of those
maternal and infant modifiable factors on which to act for an effective and personalized prevention
of childhood obesity.
Keywords: childhood obesity; early adiposity rebound; microbiome; lifestyle; nutrition
1. Introduction
Obesity is a worldwide epidemic and is one of the most critical public health challenges.
The number of people with obesity has tripled in Europe compared to 40 years ago [1]. In
the certain EU Member States, obesity prevalence in children is reaching well over 30% with
a significant impact on their health, affecting physical and psychological abilities, which
can further worsen health costs and quality of life in adulthood [1,2]. Indeed, obesity is
already responsible for 2–8% of the health costs and 10–13% of the deaths in different parts
of Europe [1].
Given that childhood obesity is a strong predictor of obesity in adulthood [3,4] and that
its prevalence is projected to increase further by 2030, obesity poses a major threat to the
Metabolites 2022, 12, 809. https://doi.org/10.3390/metabo12090809 https://www.mdpi.com/journal/metabolites