Introduction
Evidence suggests that maternal overweight during pregnancy has long-term consequences on offspring body composition, increasing the risk of obesity. Reference Godfrey, Reynolds and Prescott1-Reference Pinot de Moira, Power and Li6 Although most of the studies evaluated children, Reference Godfrey, Reynolds and Prescott1,Reference Reilly, Armstrong and Dorosty2,Reference Gaillard, Steegers and Duijts5,Reference Pinot de Moira, Power and Li6 it has also been Reference Eriksson, Sandboge, Salonen, Kajantie and Osmond3,Reference da Dias, Matijasevich and Barros4 reported that offspring of overweight mothers have higher body mass index, fat mass index and waist circumference, even at adulthood. As childhood obesity is a strong predictor of adolescent and adult obesity Reference Simmonds, Llewellyn, Owen and Woolacott7 the lifelong impact is not unexpected.
The mechanisms associated with the developmental programing of offspring obesity by maternal overweight during pregnancy are multifactorial. Reference Godfrey, Reynolds and Prescott1 It has been suggested that this association could be due do shared family characteristics, environmental characteristics, or genetic factors because it has been observed that the magnitude of the association of maternal and paternal pre-pregnancy body mass index with offspring body mass index is similar. Reference Godfrey, Reynolds and Prescott1,Reference Paliy, Piyathilake, Kozyrskyj, Celep, Marotta and Rastmanesh8-Reference Sharp, Lawlor and Richmond10 Indeed, Bond et al Reference Bond, Karhunen and Wielscher11 observed that genotype explained 43% of the association of maternal pre-pregnancy body mass index with offspring body mass index. With respect to shared family and environmental characteristics, it has been suggested that factors such as diet and physical activity could explain this association between maternal and offspring body composition. Indeed, Burgess et al Reference Burgess, Morris, Faith, Paluch and Kong12 reported that overweight or obese mothers were more likely to offer foods or beverages with added sugar to their infants, and that the intake of added sugar was a mediator of the association of maternal pre-pregnancy body mass index with rapid weight gain in infancy. In contrast, studies have failed to observe an association between maternal pre-pregnancy body mass index and offspring leisure time physical activity in childhood. Reference Mintjens, Gemke, van Poppel, Vrijkotte, Roseboom and van Deutekom13,Reference Alves, Angelo and Zink14
Furthermore, animal studies have reported that intrauterine exposure to maternal overweight may be associated with changes in the hypothalamic axis, impaired appetite control and altered adipogenic regulation that would also be associated with the programing of overweight/obesity. Reference Zambrano and Nathanielsz15,Reference Desai and Ross16
Factors which may mitigate the impact of maternal overweight on offspring include responsive parenting, Reference Katzow, Messito, Mendelsohn, Scott and Gross17 improved sleep, Reference Kennelly, Ainscough, Lindsay, Cronin and McAuliffe18 and breastfeeding. Reference Horta, Rollins, Dias, Garcez and Pérez-Escamilla19 Specifically, evidence suggests that breastfeeding protects against overweight, Reference Horta, Rollins, Dias, Garcez and Pérez-Escamilla19 and the better appetite control among breastfed subjects is a possible mechanism that would explain the association between breastfeeding and overweight. Reference Brown and Lee20 Indeed, it has been reported that breastfeeding moderates the effect of variants in the fat mass and obesity-associated gene (FTO), Reference Dedoussis, Yannakoulia and Timpson21-Reference Horta, Victora and França23 which is related to the development of overweight via a compromised appetite control. Reference Church, Moir and McMurray24 Assuming that breastfeeding is associated with improved satiety control, we hypothesized that it could also moderate the association of maternal pre-pregnancy body mass index with offspring body composition.
In this study, we evaluated the hypothesis that breastfeeding moderates the association of maternal pre-pregnancy body mass index with offspring body composition at adulthood.
Methods
In 1982, the maternity hospitals located in Pelotas, a southern Brazilian city, were daily visited and the births were identified from labor ward records. Those livebirths (n = 5914) whose family lived in the urban area of the city were examined and their mothers interviewed soon after delivery. These subjects have been prospectively followed at different ages. In 1984 and 1986, a census was carried in the urban area of the city and those children enrolled in the cohort were identified, examined, and their mothers interviewed. From June 2012 to February 2013 (mean age of 30.4 years), study participants were invited to visit the research clinic to be interviewed and examined. The study methodology has been described in detail elsewhere. Reference Victora and Barros25,Reference Horta, Gigante and Goncalves26 The Ethical Review Board of the Faculty of Medicine of the Federal University of Pelotas approved the study protocol (Of. 16/12), and written informed consent was obtained from all subjects.
For the assessment of maternal pre-pregnancy body mass index in kg/m2, information on maternal weight at the beginning of the pregnancy was extracted from antenatal card or, when absent, by self-report. For maternal height, mothers were measured by hospital staff, using locally made portable stadiometers, and this information was retrieved from the hospital records. Overweight was defined by a body mass index at the beginning of the pregnancy ≥ 25 and < 30 kg/m2, and obesity by a body mass index ≥ 30 kg/m2. 27
Information on duration of breastfeeding and age at introduction of complementary foods was collected in the 1984 and 1986 visits and the information collected closest to the age of weaning was used to minimize recall bias. Standard World Health Organization definitions were used to assess duration of predominant and total breastfeeding. 28 Predominant breastfeeding was defined as the age at which foods other than breastmilk, teas, or water were introduced, and total breastfeeding as birth to the age at which breastfeeding completely stopped.
With respect to body composition assessment at 30 years of age, body mass index was estimated dividing the weight (in kg) by the squared height in meters. Weight was measured once to the nearest 0.1 kg using a scale coupled to the BodPod (COSMED, Rome, Italy) and height was also measured once with a portable stadiometer - SECA 240 (SECA Instruments, Hamburg, Germany). Waist circumference was measured twice, after a gentle expiration, using an inextensible tape with an accuracy of 0.1 cm (CESCORF, Brazil) at the narrowest part of the trunk, identified as the midpoint between the lowest rib margin and the iliac crest. We used the average of two waist circumference measurements. Fat and lean mass were estimated using dual X-ray absorptiometry (Lunar Prodigy; GE Healthcare®, Madison, Wisconsin, USA), and fat and lean mass index were calculated by dividing these measurements by squared height in meters. Overweight and obesity were defined by a body mass index ≥ 25 to < 30 and ≥ 30 kg/m2, 27 respectively, and abdominal obesity by a waist circumference ≥ 102 cm in men and ≥ 88 cm in women. Reference Lean, Han and Morrison29
The following variables that had been assessed in the perinatal study were considered as possible confounders:
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Family income, the mothers were asked about the total income, in five categories of minimum wages (≤ 1, 1.1–3, 3.1–6; 6.1–10, > 10), earned by the family members;
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Parental schooling, years of schooling successfully completed;
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Household asset index was based on the ownership of household goods and estimated using factor analysis;
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Maternal skin color was rated by the interviewer;
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Maternal smoking during the pregnancy, those mothers who reported smoking cigarettes at any time during pregnancy were considered as smokers;
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Parity, the number of time that the mother had given birth to a live neonate;
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Birthweight, hospital staff weighed the newborns, using pediatric scales (Filizola, Sao Paulo, Brazil) that were weekly calibrated by the research team.
Analyses were carried out using Stata version 15.0. ANOVA was used to compare means and chi-square test for proportions, according to categories of maternal pre-pregnancy body mass index and breastfeeding duration. In the multivariate analyses, confounding variables were selected based on known characteristics that were associated with maternal pre-pregnancy body mass index and offspring body composition. For continuous outcomes (body mass index, fat mass index, and waist circumference) multiple linear regression was used to adjust the estimate for possible confounding variables. The adjusted prevalence ratio of obesity was estimated using Poisson regression with robust adjustment of the variance. Reference Barros and Hirakata30 In order to evaluate whether duration of breastfeeding modified the association of maternal pre-pregnancy body mass index with offspring body composition at 30 years of age, we stratified the analysis according to categories of breastfeeding duration and tested for interaction between maternal pre-pregnancy body mass index and duration of breastfeeding. With respect to the interaction between maternal pre-pregnancy body mass index and breastfeeding duration, the statistical evidence was clear when breastfeeding was categorized as < 6 vs. ≥ 6 months, and a more detailed categorization of breastfeeding did not result in a stronger association, whereas the precision of the estimates decreased.
Results
In the 2012–13 follow-up visit, we were able to evaluate 3701 participants of the cohort, which corresponded to a follow-up rate of 68.1%, after adding the 325 deaths identified among the cohort members. Information on duration of breastfeeding and body composition outcomes was available for 3439 subjects. Table 1 shows that about one of every three mothers had four or less years of schooling, the prevalence of maternal pre-pregnancy overweight and obesity was 18.5 and 4.7%, respectively, and the prevalence of low birthweight was 7.1%. With respect to duration of breastfeeding, 30.0% of offspring were breastfed for at least 6 months, whereas duration of predominant breastfeeding was short, with about six of every ten subjects predominantly breastfed for less than three months. At 30 years of age, mean body mass index was 26.8 kg/m2, and the prevalence of obesity and abdominal obesity was 22.9% and 19.0%, respectively.
Characteristics of the participants included in the analysis
# The total of some variables does not sum to 3439 because of missing data.
Table 2 shows that in the unadjusted analyses, maternal pre-pregnancy body mass index was positively associated with offspring body mass index, fat mass index, lean mass index, and the prevalence of obesity and abdominal obesity at 30 years of age. On the other hand, breastfeeding duration was not associated with body composition at 30 years of age.
Prevalence of obesity, and mean body mass index, fat mass index and abdominal obesity at 30 years according to maternal pre-pregnancy body mass index and duration of breastfeeding
# test of linear trend.
## test of heterogeneity.
When controlled for possible confounding variables, maternal pre-pregnancy body mass index was positively associated with offspring body mass index, fat mass index, lean mass index, and prevalence of obesity and abdominal obesity. The prevalence of obesity was 2.31 (95% confidence interval: 1.84; 2.92) times higher among offspring of obese mothers in relation to those of normal weight mothers, whereas body mass index was 3.75 kg/m2 (95% confidence interval: 2.79; 4.72) higher among offspring of obese mothers in comparison with those of normal weight mothers. Maternal pre-pregnancy body mass index was also associated with offspring overweight (Data not shown) (Table 3).
Association of body composition at 30 years (Obesity, Body mass index, fat mass index and abdominal obesity) according to maternal pre-pregnancy body mass index and infant feeding. Estimates were adjusted for confounding variables
1 Adjusted for: family income at birth, parental schooling, household asset index, maternal skin color, maternal smoking during pregnancy, and parity.
2 Adjusted for 1 and birthweight.
# test of linear trend.
## test of heterogeneity.
Despite the lack of impact of breastfeeding on body composition at 30 years of age, breastfeeding significantly moderated the association of maternal pre-pregnancy body mass index with offspring adiposity at 30 years of age. Fig 1 shows that the association of maternal pre-pregnancy body mass index with offspring outcomes (prevalence of obesity and abdominal obesity, body mass index, and fat mass index) was stronger among those breastfed for less than 6 months, with p-values for interaction ranging from 0.03 to 0.13. For those breastfed for less than 6 months, body mass index was 4.13 kg/m2 (95% confidence interval: 2.98; 5.28) higher among those subjects whose mother was obese before the pregnancy, in relation to offspring of normal weight mothers, whereas among those breastfed for 6 or more months the magnitude of the difference was small [2.95 kg/m2 (95% confidence interval: 1.17; 4.73)], p-value for interaction = 0.03. With relation to obesity, among those who had been breastfed for less than 6 months, the prevalence of obesity was 2.56 (95% confidence interval: 1.98; 3.31) times higher among offspring of obese mothers. On the other hand, among those who were breastfed for 6 months or more, the prevalence of obesity was 1.82 (95% confidence interval: 1.09; 3.04) times higher among offspring of obese mothers. The formal test for interaction was statistically significant (p-value = 0.04). For predominant breastfeeding, we did not observe any clear pattern of effect modification (Fig 2).
Association of body composition at 30 years with maternal pre-pregnancy body mass index, according to breastfeeding duration. Estimates were adjusted for confounding by: family income at birth, parental schooling, household asset index, maternal skin color, maternal smoking during pregnancy, and parity.
Association of body composition at 30 years with maternal pre-pregnancy body mass index, according to duration of predominant breastfeeding. Estimates were adjusted for confounding by: family income at birth, parental schooling, household asset index, maternal skin color, maternal smoking during pregnancy, and parity.
Discussion
In our study, based on a cohort that has been prospectively followed since birth in a southern Brazilian city, we observed that maternal pre-pregnancy overweight and obesity is strongly associated with offspring obesity, BMI, fat mass index, lean mass index and abdominal obesity at 30 years of age. We further observed that breastfeeding moderates the impact of maternal pre-pregnancy body mass index on offspring body composition at 30 years of age. Among those subjects who had been breastfeed for 6 months or more, the association of maternal pre-pregnancy overweight and obesity with offspring body mass index and obesity was weaker than among those who had been breastfed for less than 6 months. For abdominal obesity and fat mass index the magnitude of the associations was also smaller among those breastfed for more than 6 months, but we could not rule out that these differences were due to the chance. Our findings suggests that breastfeeding may help to reduce the long-term consequences of maternal pre-pregnancy overweight on offspring body composition, decreasing the “transmission” of obesity across generations.
The studied population is experiencing a rapid nutrition transition; the prevalence of obesity among the daughters at 30 years of age (23.4%) was about 5 times higher than that observed in the mothers at the beginning of the pregnancy (4.7%). In Pelotas, the prevalence of maternal obesity at the beginning of the pregnancy, increased from 4.4% in 1982 Pelotas Birth Cohort to 18.7% in 2015 Birth Cohort. Reference Horta, Barros and Lima31 In spite of such rapid increase in the prevalence of obesity, we observed that breastfeeding decreased the magnitude of the association of maternal pre-pregnancy overweight/obesity with offspring body mass index and obesity.
Overweight is positively associated with the development of metabolic disorders, Reference Khan, Ning and Wilkins32 and it has been reported that maternal pre-pregnancy body mass index is also associated with offspring metabolic cardiovascular risk factors. Reference da Dias, Matijasevich and Menezes33-Reference Hochner, Friedlander and Calderon-Margalit35 Furthermore, Dias et al Reference da Dias, Matijasevich and Menezes33 observed that offspring body mass index at adulthood captured all the association of maternal pre-pregnancy body mass index with offspring systolic blood pressure and non-high-density lipoprotein (non-HDL) cholesterol. Suggesting, therefore, that by moderating the association between maternal pre-pregnancy body mass index and offspring adiposity, breastfeeding may also have a long-term impact on the development of metabolic cardiovascular disorders among offspring of obese mothers. Furthermore, the rapid increase in the prevalence of maternal pre-pregnancy overweight/obesity reinforces the relevance of identifying factors that mitigate its long-term consequences on the offspring.
To our knowledge this is the first study to report that breastfeeding moderates the association of maternal pre-pregnancy body mass index with offspring body composition. Concerning the validity of our findings, as previously reported, attrition rate was low and independent of breastfeeding duration and socioeconomic status, Reference Victora, Horta and de Mola36 among those subjects who had been breastfed for 6 or more months, 71.7% were followed up at years of age, whereas among those breastfed for<1 month this proportion was 69.4% Therefore, it is unlikely that the observed associations were due to selection bias. Residual confounding is also unlikely because estimates were adjusted for several variables that were measured in early childhood, decreasing the likelihood of measurement error due to recall bias. Moreover, in the studied population breastfeeding duration was independent of socioeconomic status. Reference Victora, Horta and de Mola36 Because low birthweight is positively associated with obesity Reference Zhao, Wang, Mu and Sheng37 and negatively with breastfeeding duration, Reference Victora, Horta and de Mola36 it could be argued that the observed association could be due to confounding by birthweight. On the other hand, birthweight is impacted by maternal body mass index, and therefore a basic requisite for confounding is not fulfilled. In spite of that, breastfeeding significantly moderated the association of maternal pre-pregnancy body mass index with offspring body composition, even after controlling for birthweight. Interviewer bias is unlikely because anthropometrical assessment at 30 years of age was carried out by trained assessors that were unaware of the subject exposure to maternal overweight during pregnancy, as well as infant feeding. On the other hand, for some mothers, data on maternal pre-pregnancy weight was not available at the antenatal card and it was self-reported by the mothers. Therefore, a measurement error is likely, and duration of breastfeeding may have been misclassified. A study that validated the maternal recall of breastfeeding duration observed that about 25% of the mothers tended to misclassify the duration of breastfeeding, but usually to the nearest category. Reference Huttly, Barros, Victora, Beria and Vaughan38 Because these measurement errors are unrelated to offspring body composition, the misclassification was non-differential, which tends to underestimate the magnitude of the association. Consequently, it is unlikely that the observed associations were caused by classification errors.
Type-1 error inflation could be considered as another explanation for the observed associations because we carried out several tests to assess the effect modification by infant feeding. Reference Brunner and Austin39 On the other hand, the inflation is smaller than the expected because the body composition outcomes are correlated. Reference Gao, Becker, Becker, Starmer and Province40 Furthermore, breastfeeding duration decreased the magnitude of the association of maternal pre-pregnancy overweight with the four outcomes evaluated, and the number of tests of interaction that reached the level of statistical significance was higher than that would be expected by chance.
With respect to the biological mechanisms that would explain the observed associations, as previously mentioned, intrauterine exposure to maternal overweight is associated with changes in the hypothalamic axis that would contribute to hyperphagia and impaired appetite control. Reference Zambrano and Nathanielsz15,Reference Desai and Ross16 On the other hand, it has been reported that breastfeeding is associated with an improved appetite control, Reference Brown and Lee20 and breastfeeding moderates the effect of a gene that is associated with an impaired appetite control. Reference Dedoussis, Yannakoulia and Timpson21-Reference Horta, Victora and França23 By increasing satiety control, breastfeeding would moderate the association of intrauterine exposure to maternal overweight with offspring adiposity. Additionally, breast milk oligosaccharides and satiety-inducing short chain fatty acids may have contributory impact. Reference Maessen, Derraik, Binia and Cutfield41
Because the duration of breastfeeding in the studied population was short, we were unable to assess the impact of being breastfed as recommended by international agencies. Reference Achike and Akpinar-Elci42 Our findings reinforce the relevance of promoting and specifically supporting breastfeeding among overweight mothers, since breastfeeding may mitigate the consequences of intrauterine exposure to maternal overweight on offspring body composition.
Funding statement
This project was supported in part by National Institutes of Health, Eunice Kennedy Shriver National Institute of Child (Grant # R01HD099813).
This article is based on data from the 1982 Pelotas Birth Cohort study conducted by Postgraduate Program in Epidemiology at Federal University of Pelotas with the collaboration of the Brazilian Public Health Association. The project is supported by the Department of Science and Technology of the Ministry of Health (Department of Science and Technology (DECIT/Brazilian Ministry of Health). From 2004 to 2013, the Wellcome Trust supported the 1982 Pelotas Birth Cohort. The International Development Research Center, World Health Organization, Overseas Development Administration, European Union, National Support Program for Centers of Excellence (PRONEX), the Brazilian National Research Council (CNPq), and the Brazilian Ministry of Health supported previous phases of these studies. The European Union, National Support Program for Centers of Excellence (PRONEX), the Brazilian National Research Council (CNPq), and the Brazilian Ministry of Health and Children’s Pastorate supported previous phases of the study. BLH is supported by the CNPq, and has has a visiting researcher fellow – Amazonas State Research Support Foundation – FAPEAM.
Competing interests
The authors declare that they have no conflict of interest.
Ethical standard
This study was carried out according to guidelines established in the Declaration of Helsinki and all procedures involving human subjects were approved by Research Ethics Committee of the College of Medicine, Federal University of Pelotas.
