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Meta-Analysis
. 2019 Feb 11;16(2):e1002744.
doi: 10.1371/journal.pmed.1002744. eCollection 2019 Feb.

Maternal body mass index, gestational weight gain, and the risk of overweight and obesity across childhood: An individual participant data meta-analysis

Ellis Voerman  1   2 Susana Santos  1   2 Bernadeta Patro Golab  1   2   3 Pilar Amiano  4   5   6 Ferran Ballester  6   7 Henrique Barros  8   9 Anna Bergström  10   11 Marie-Aline Charles  12   13 Leda Chatzi  14   15   16 Cécile Chevrier  17 George P Chrousos  18 Eva Corpeleijn  19 Nathalie Costet  17 Sarah Crozier  20 Graham Devereux  21 Merete Eggesbø  22 Sandra Ekström  10 Maria Pia Fantini  23 Sara Farchi  24 Francesco Forastiere  24 Vagelis Georgiu  15 Keith M Godfrey  20   25 Davide Gori  23 Veit Grote  26 Wojciech Hanke  27 Irva Hertz-Picciotto  28 Barbara Heude  12   13 Daniel Hryhorczuk  29 Rae-Chi Huang  30 Hazel Inskip  20   25 Nina Iszatt  22 Anne M Karvonen  31 Louise C Kenny  32   33 Berthold Koletzko  26 Leanne K Küpers  19   34   35   36 Hanna Lagström  37 Irina Lehmann  38 Per Magnus  39 Renata Majewska  40 Johanna Mäkelä  41 Yannis Manios  42 Fionnuala M McAuliffe  43 Sheila W McDonald  44 John Mehegan  45 Monique Mommers  46 Camilla S Morgen  47   48 Trevor A Mori  49 George Moschonis  50 Deirdre Murray  32   51 Carol Ní Chaoimh  32   52 Ellen A Nohr  53 Anne-Marie Nybo Andersen  48 Emily Oken  54 Adriëtte J J M Oostvogels  55 Agnieszka Pac  40 Eleni Papadopoulou  56 Juha Pekkanen  31   57 Costanza Pizzi  58 Kinga Polanska  27 Daniela Porta  24 Lorenzo Richiardi  58 Sheryl L Rifas-Shiman  54 Luca Ronfani  59 Ana C Santos  8   9 Marie Standl  60 Camilla Stoltenberg  61   62 Elisabeth Thiering  60   63 Carel Thijs  46 Maties Torrent  64 Suzanne C Tough  44   65 Tomas Trnovec  66 Steve Turner  67 Lenie van Rossem  68 Andrea von Berg  69 Martine Vrijheid  6   70   71 Tanja G M Vrijkotte  55 Jane West  72 Alet Wijga  73 John Wright  72 Oleksandr Zvinchuk  74 Thorkild I A Sørensen  48   75 Debbie A Lawlor  35   36 Romy Gaillard  1   2 Vincent W V Jaddoe  1   2   76
Affiliations
Meta-Analysis

Maternal body mass index, gestational weight gain, and the risk of overweight and obesity across childhood: An individual participant data meta-analysis

Ellis Voerman et al. PLoS Med. .

Abstract

Background: Maternal obesity and excessive gestational weight gain may have persistent effects on offspring fat development. However, it remains unclear whether these effects differ by severity of obesity, and whether these effects are restricted to the extremes of maternal body mass index (BMI) and gestational weight gain. We aimed to assess the separate and combined associations of maternal BMI and gestational weight gain with the risk of overweight/obesity throughout childhood, and their population impact.

Methods and findings: We conducted an individual participant data meta-analysis of data from 162,129 mothers and their children from 37 pregnancy and birth cohort studies from Europe, North America, and Australia. We assessed the individual and combined associations of maternal pre-pregnancy BMI and gestational weight gain, both in clinical categories and across their full ranges, with the risks of overweight/obesity in early (2.0-5.0 years), mid (5.0-10.0 years) and late childhood (10.0-18.0 years), using multilevel binary logistic regression models with a random intercept at cohort level adjusted for maternal sociodemographic and lifestyle-related characteristics. We observed that higher maternal pre-pregnancy BMI and gestational weight gain both in clinical categories and across their full ranges were associated with higher risks of childhood overweight/obesity, with the strongest effects in late childhood (odds ratios [ORs] for overweight/obesity in early, mid, and late childhood, respectively: OR 1.66 [95% CI: 1.56, 1.78], OR 1.91 [95% CI: 1.85, 1.98], and OR 2.28 [95% CI: 2.08, 2.50] for maternal overweight; OR 2.43 [95% CI: 2.24, 2.64], OR 3.12 [95% CI: 2.98, 3.27], and OR 4.47 [95% CI: 3.99, 5.23] for maternal obesity; and OR 1.39 [95% CI: 1.30, 1.49], OR 1.55 [95% CI: 1.49, 1.60], and OR 1.72 [95% CI: 1.56, 1.91] for excessive gestational weight gain). The proportions of childhood overweight/obesity prevalence attributable to maternal overweight, maternal obesity, and excessive gestational weight gain ranged from 10.2% to 21.6%. Relative to the effect of maternal BMI, excessive gestational weight gain only slightly increased the risk of childhood overweight/obesity within each clinical BMI category (p-values for interactions of maternal BMI with gestational weight gain: p = 0.038, p < 0.001, and p = 0.637 in early, mid, and late childhood, respectively). Limitations of this study include the self-report of maternal BMI and gestational weight gain for some of the cohorts, and the potential of residual confounding. Also, as this study only included participants from Europe, North America, and Australia, results need to be interpreted with caution with respect to other populations.

Conclusions: In this study, higher maternal pre-pregnancy BMI and gestational weight gain were associated with an increased risk of childhood overweight/obesity, with the strongest effects at later ages. The additional effect of gestational weight gain in women who are overweight or obese before pregnancy is small. Given the large population impact, future intervention trials aiming to reduce the prevalence of childhood overweight and obesity should focus on maternal weight status before pregnancy, in addition to weight gain during pregnancy.

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Conflict of interest statement

I have read the journal’s policy and the authors of this manuscript have the following competing interests: KMG has received reimbursement for speaking at conferences sponsored by companies selling nutritional products, and is part of an academic consortium that has received research funding from Abbott Nutrition, Nestec and Danone. HL has participated as an advisory board member, consultant and speaker for Nestlé Nutrition Institute and Nestlé Finland. DAL has received support from several National and International Government and Charity Funders and from Roche Diagnostics and Medtronic for research unrelated to that presented here. All support had been administered via DAL's institution; not directly to her. The other authors have declared that no competing interests exist.

Figures

Fig 1
Fig 1. Flow chart of the cohorts and participants.
Fig 2
Fig 2. Associations of maternal pre-pregnancy BMI and gestational weight gain with the risk of overweight/obesity and childhood BMI.
The circles, squares and triangles represent odds ratios (ORs) (A and C) or regression coefficients (B and D) (95% confidence intervals) obtained from multilevel binary logistic or linear regression models that reflect the risk of overweight/obesity or differences in early, mid, and late childhood BMI standard deviation score (SDS) in the different maternal pre-pregnancy BMI or gestational weight gain groups, as compared to the reference group (20.0–22.5 kg/m2 for maternal BMI, -1.0 to 0.0 SD for gestational weight gain [largest groups], primary y-axis). The lines are trendlines through the estimates. The models are adjusted for maternal age, education level, ethnicity, parity, and smoking during pregnancy. The bars represent the percentage overweight/obese children (A and C) or the median childhood BMI SDS (B and D) in early (2.0–5.0 years, violet bars), mid (5.0–10.0 years, brown bars), and late childhood (10.0–18.0 years, light blue bars) in the study population (secondary y-axis).

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