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Wei X, Hu J, Wen D. The risk prediction of intergenerational transmission of overweight and obesity between mothers and infants during pregnancy. BMC Pregnancy Childbirth 2024; 24:74. [PMID: 38254080 PMCID: PMC10804797 DOI: 10.1186/s12884-024-06268-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Accepted: 01/11/2024] [Indexed: 01/24/2024] Open
Abstract
BACKGROUND Overweight and obesity in mothers before pregnancy lead to overweight and obesity in their offspring, which is the main form of intergenerational transmission of overweight and obesity in early life. Many factors, especially non-genetic factors, may influence intergenerational transmission, but little prediction research has been conducted. Therefore, we analyzed the status of intergenerational transmission in maternal and infant overweight and obesity. Second, we explored the factors during the pregnancy that might affect the the intergenerational transmission; According to the two application scenarios of pregnancy screen and self-management, risk prediction models for pregnant women were carried out. METHODS Based on a prospective birth cohort, a total of 908 mothers and offspring were followed up during early life. Follow-up visits were performed at the first trimester, second trimester, third trimester, delivery, 42 days after delivery, and 6 months and 12 months of age. The investigation methods included questionnaire survey, physical examination, biological sample collection and clinical data collection. In terms of risk prediction, univariate analysis was used to screen candidate predictors. Second, multivariable Cox proportional hazard regression models were used to determine the final selected predictors. Third, the corresponding histogram models were drawn, and then the 10-fold cross-validation methods were used for internal verification. RESULTS Regarding intergenerational transmission of overweight and obesity between mothers and infants during pregnancy, the risk prediction model for pregnancy screen was constructed. The model established: h(t|X) = h0(t)exp.(- 0.95 × (Bachelor Degree or above) + 0.75 × (Fasting blood glucose in the second trimester) + 0.89 × (Blood pressure in the third trimester) + 0.80 × (Cholesterol in third trimester) + 0.55 × (Abdominal circumference in third trimester))., with good discrimination (AUC = 0.82) and calibration (Hosmer-Lemeshow2 = 4.17). The risk prediction model for self-management was constructed. The model established: h(t|X) = h0(t)exp. (0.98 × (Sedentary >18METs) + 0.88 × (Sleep index≥8) + 0.81 × (Unhealthy eating patterns Q3/Q4) + 0.90 × (Unhealthy eating patterns Q4/Q4) + 0.85 × (Depression)), with good discrimination (AUC = 0.75) and calibration (Hosmer-Lemeshow2 = 3.81). CONCLUSIONS The risk predictions of intergenerational transmission of overweight and obesity between mothers and infants were performed for two populations and two application scenarios (pregnancy screening and home self-management). Further research needs to focus on infants and long-term risk prediction models.
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Affiliation(s)
- Xiaotong Wei
- Institute of International Health Professions Education and Research, China Medical University, Shenyang, 110122, Liaoning Province, China
| | - Jiajin Hu
- Institute of Health Sciences, China Medical University, Shenyang, 110122, Liaoning Province, China
| | - Deliang Wen
- Institute of International Health Professions Education and Research, China Medical University, Shenyang, 110122, Liaoning Province, China.
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Noda M, Yoshida S, Kawakami C, Takeuchi M, Kawakami K, Ito S. Association of prepregnancy physical activity with obesity in offspring: The Japan Environment and Children's Study. Obesity (Silver Spring) 2022; 30:1851-1862. [PMID: 35927792 DOI: 10.1002/oby.23516] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Revised: 05/27/2022] [Accepted: 05/28/2022] [Indexed: 11/09/2022]
Abstract
OBJECTIVE The aim of this study was to investigate the association between maternal prepregnancy physical activity (PA) and overweight/obesity in 3-year-old children. METHODS Using data from the Japan Environment and Children's Study (a birth cohort study), maternal prepregnancy PA was categorized into low, moderate, and high with the International Physical Activity Questionnaire (IPAQ). The reference group was defined as children born to mothers with moderate PA. The association between prepregnancy PA and overweight/obesity or obesity in children was investigated using univariable and multivariable logistic regression analyses. RESULTS Of the 65,245 participants, 48.7%, 32.7%, and 18.6% were born to mothers in the low, moderate, and high PA groups, respectively. Furthermore, 24.9%, 24.6%, and 25.9% of children with overweight/obesity and 9.4%, 9.2%, and 10.4% of children with obesity were born to mothers in the low, moderate, and high PA groups, respectively. The adjusted odds ratios for overweight/obesity in the low and high PA groups were 1.02 (95% CI: 0.98-1.06) and 1.04 (95% CI: 0.98-1.09), and those for obesity were 1.03 (95% CI: 0.97-1.09) and 1.08 (95% CI: 0.99-1.16), respectively. CONCLUSIONS Maternal prepregnancy PA was not associated with overweight/obesity or obesity in 3-year-old children.
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Affiliation(s)
- Masahiro Noda
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
| | - Satomi Yoshida
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
| | - Chihiro Kawakami
- Department of Pediatrics, Graduate School of Medicine, Yokohama City University, Yokohama, Japan
| | - Masato Takeuchi
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
| | - Koji Kawakami
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
| | - Shuichi Ito
- Department of Pediatrics, Graduate School of Medicine, Yokohama City University, Yokohama, Japan
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Andreassen SM, Ekelund U, Bernhardsen GP. No association between maternal exercise during pregnancy and the child's weight status at age 7 years: The MoBa study. Scand J Med Sci Sports 2021; 31:1991-2001. [PMID: 34228833 DOI: 10.1111/sms.14015] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Accepted: 06/29/2021] [Indexed: 11/29/2022]
Abstract
INTRODUCTION Maternal lifestyle during pregnancy may affect the development of overweight and obesity in the child. We examined whether maternal exercise during pregnancy is associated with offspring overweight and obesity in childhood. A secondary aim was to examine whether the association is affected by the child's physical activity level. MATERIALS AND METHODS This study is based on data from the Norwegian Mother, Father and Child Cohort Study (MoBa), including 44 352 pregnancies and children (n = 32 304 in week 17 and n = 32 419 in week 30 in the final adjusted model). Maternal exercise during pregnancy was self-reported in gestational weeks 17 and 30. We conducted linear and logistic regression separately for girls and boys, and outcomes were the child's body mass index (BMI) and weight status (overweight/obese) at age 7 years. We further examined the additive joint association between maternal exercise during pregnancy and the child's leisure time physical activity on weight status at age 7 years. RESULTS In total, 12.4% of the children were classified as overweight or obese, and 1.7% as obese. The results suggest no association between maternal exercise in both gestational weeks 17 and 30 and the weight status of the child at age 7 years. The association between maternal exercise and the child's weight status at age 7 years appears not to be affected by the child's physical activity level. CONCLUSION Maternal exercise level during pregnancy does not appear to be associated with the child's BMI or odds of being overweight or obese in childhood.
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Affiliation(s)
| | - Ulf Ekelund
- Department of Sports Medicine, Norwegian School of Sports Sciences, Oslo, Norway.,Department of Chronic Diseases and Ageing, Norwegian Institute of Public Health, Oslo, Norway
| | - Guro Pauck Bernhardsen
- Department of Sports Medicine, Norwegian School of Sports Sciences, Oslo, Norway.,Department of Research and Development, Division of Mental Health Services, Akershus University Hospital, Lørenskog, Norway
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Preston EV, Rifas-Shiman SL, Hivert MF, Zota AR, Sagiv SK, Calafat AM, Oken E, James-Todd T. Associations of Per- and Polyfluoroalkyl Substances (PFAS) With Glucose Tolerance During Pregnancy in Project Viva. J Clin Endocrinol Metab 2020; 105:5849987. [PMID: 32480407 PMCID: PMC7320827 DOI: 10.1210/clinem/dgaa328] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2020] [Accepted: 05/25/2020] [Indexed: 12/12/2022]
Abstract
CONTEXT Per- and polyfluoroalkyl substances (PFAS) exposure may alter glucose homeostasis. Research on PFAS exposure and glucose tolerance during pregnancy is limited. OBJECTIVE The objective of this work is to estimate associations between first-trimester plasma PFAS concentrations and glucose tolerance assessed in late second pregnancy trimester. DESIGN, SETTING, PARTICIPANTS, AND MAIN OUTCOME MEASURES Pregnant women (n = 1540) enrolled in Project Viva in 1999 to 2002 provided first-trimester plasma samples analyzed for 8 PFAS. At approximately 28 weeks' gestation, women completed 1-hour nonfasting, 50-g oral glucose challenge tests (GCTs); if abnormal, women completed subsequent 3-hour oral glucose tolerance tests (OGTTs) to screen for gestational diabetes mellitus (GDM). We assessed both continuous GCT glucose levels and 4 categories of glucose tolerance (normal glycemia [reference], isolated hyperglycemia, impaired glucose tolerance, GDM). We used multinomial logistic regression to estimate associations of PFAS with glucose tolerance categories. We used multivariable linear regression and Bayesian kernel machine regression (BKMR) to assess individual and joint effects of PFAS on continuous GCT glucose levels, respectively. We evaluated effect modification by maternal age and race/ethnicity. RESULTS PFAS were not associated with glucose tolerance categories. In BKMR analyses, we observed a positive association between ln-perfluorooctane sulfonate (PFOS) and glucose levels (Δ25th to 75th percentile: 6.2 mg/dL, 95% CI, 1.1-11.3) and an inverse-U shaped association between 2-(N-perfluorooctane sulfonamide) acetate and glucose levels. Individual linear regression results were similar. We found suggestive evidence that associations varied by age and racial/ethnic group. CONCLUSION Certain PFAS may alter glucose homeostasis during pregnancy, but may not be associated with overt GDM.
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Affiliation(s)
- Emma V Preston
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
- Correspondence and Reprint Requests: Emma V. Preston, PhD, Department of Environmental Health, Harvard T.H. Chan School of Public Health, 677 Huntington Avenue, Building 1, Boston, MA 02115. E-mail:
| | - Sheryl L Rifas-Shiman
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, Massachusetts
| | - Marie-France Hivert
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, Massachusetts
- Diabetes Unit, Massachusetts General Hospital, Boston, Massachusetts
| | - Ami R Zota
- Department of Environmental and Occupational Health, Milken Institute School of Public Health, George Washington University, Washington, DC
| | - Sharon K Sagiv
- Center for Environmental Research and Children’s Health, School of Public Health, University of California at Berkeley, Berkeley, California
| | | | - Emily Oken
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, Massachusetts
| | - Tamarra James-Todd
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
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Larqué E, Labayen I, Flodmark CE, Lissau I, Czernin S, Moreno LA, Pietrobelli A, Widhalm K. From conception to infancy - early risk factors for childhood obesity. Nat Rev Endocrinol 2019; 15:456-478. [PMID: 31270440 DOI: 10.1038/s41574-019-0219-1] [Citation(s) in RCA: 100] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/10/2019] [Indexed: 12/25/2022]
Abstract
Maternal lifestyle during pregnancy, as well as early nutrition and the environment infants are raised in, are considered relevant factors for the prevention of childhood obesity. Several models are available for the prediction of childhood overweight and obesity, yet most have not been externally validated. Moreover, the factors considered in the models differ among studies as the outcomes manifest after birth and depend on maturation processes that vary between individuals. The current Review examines and interprets data on the early determinants of childhood obesity to provide relevant strategies for daily clinical work. We evaluate a selection of prenatal and postnatal factors associated with child adiposity. Actions to be considered for preventing childhood obesity include the promotion of healthy maternal nutrition and weight status at reproductive age and during pregnancy, as well as careful monitoring of infant growth to detect early excessive weight gain. Paediatricians and other health-care professionals should provide scientifically validated, individual nutritional advice to families to counteract excessive adiposity in children. Based on systematic reviews, original papers and scientific reports, we provide information to help with setting up public health strategies to prevent overweight and obesity in childhood.
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Affiliation(s)
- Elvira Larqué
- Department of Physiology, University of Murcia, Murcia, Spain
| | - Idoia Labayen
- Institute for Innovation & Sustainable Development in Food Chain (IS-FOOD) and Department of Health Sciences, Public University of Navarra, Pamplona, Spain
| | - Carl-Erik Flodmark
- Childhood Obesity Unit, Department of Pediatrics, Skane University Hospital, Malmo, Sweden
- Department of Clinical Sciences, Faculty of Medicine, University of Lund, Lund, Sweden
| | - Inge Lissau
- Childhood Obesity Unit, Department of Pediatrics, Skane University Hospital, Malmo, Sweden
- Department of Clinical Sciences, Faculty of Medicine, University of Lund, Lund, Sweden
- Clinical Research Centre, University Hospital Copenhagen, Hvidovre, Denmark
| | - Sarah Czernin
- Deptartment of Pediatrics, Division of Nutrition and Metabolism and Austrian Academic institute for Clinical Nutrition, Vienna, Austria
| | - Luis A Moreno
- Growth, Exercise, Nutrition and Development Research Group, Universidad de Zaragoza, Zaragoza, Spain.
- Instituto Agroalimentario de Aragón (IA2) and Instituto de Investigación Sanitaria de Aragón (IIS Aragón), Zaragoza, Spain.
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain.
| | - Angelo Pietrobelli
- Department of Surgical Sciences, Dentistry, Gynecology and Pediatrics, University of Verona, Verona, Italy
- Pennington Biomedical Research Center, Baton Rouge, LA, USA
| | - Kurt Widhalm
- Deptartment of Pediatrics, Division of Nutrition and Metabolism and Austrian Academic institute for Clinical Nutrition, Vienna, Austria
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Mudd LM, Scheurer JM, Pruett M, Demerath EW, Kapur A, Ramel SE. Relations among maternal physical activity during pregnancy and child body composition. Obes Sci Pract 2019; 5:246-250. [PMID: 31275598 PMCID: PMC6587308 DOI: 10.1002/osp4.332] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2018] [Revised: 01/14/2019] [Accepted: 01/17/2019] [Indexed: 01/05/2023] Open
Abstract
OBJECTIVE Physical activity (PA) during pregnancy is associated with lower neonatal fat mass, but associations with child body composition are mixed. The purpose of this study was to examine associations between trimester-specific pregnancy PA and child body composition at 4 years. METHODS Participants of the Minnesota Infant Nutrition, Neurodevelopment, and Obesity Study were asked to recall participation in any moderate or vigorous PA in the first (T1), second (T2) and third (T3) trimesters at about 5 years postpartum. Child fat mass and fat-free mass were measured via air displacement plethysmography at 2 weeks, 3 months and 4 years of age. Multivariate linear regression was used for analyses. RESULTS Of 51 possible participants, 37 recalled pregnancy PA. Any vigorous PA in T3 was associated with lower child fat mass at 4 years (adjβ = -1.077, p < 0.05). CONCLUSION Late pregnancy PA may have lasting benefits for child body composition. Replication of these findings is needed in a larger sample with prospective measures.
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Affiliation(s)
- L. M. Mudd
- National Center for Complementary and Integrative HealthNational Institutes of HealthBethesdaMDUSA
| | - J. M. Scheurer
- Department of PediatricsUniversity of MinnesotaMinneapolisMNUSA
| | - M. Pruett
- Department of KinesiologyMichigan State UniversityEast LansingMIUSA
| | - E. W. Demerath
- School of Public HealthUniversity of MinnesotaMinneapolisMNUSA
| | - A. Kapur
- Department of PediatricsUniversity of MinnesotaMinneapolisMNUSA
| | - S. E. Ramel
- Department of PediatricsUniversity of MinnesotaMinneapolisMNUSA
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Lifestyle of women before pregnancy and the risk of offspring obesity during childhood through early adulthood. Int J Obes (Lond) 2018; 42:1275-1284. [PMID: 29568108 DOI: 10.1038/s41366-018-0052-y] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2017] [Revised: 12/13/2017] [Accepted: 01/22/2018] [Indexed: 12/17/2022]
Abstract
BACKGROUND In women, adhering to an overall healthy lifestyle is associated with a dramatically reduced risk of cardio-metabolic disorders. Whether such a healthy lifestyle exerts an intergenerational effects on child health deserves examination. METHODS We included 5701 children (9-14 years old at baseline) of the Growing Up Today Study 2, and their mothers, who are participants in the Nurses' Health Study II. Pre-pregnancy healthy lifestyle was defined as a normal body mass index, no smoking, physical activity ≥150 min/week, and diet in the top 40% of the Alternative Healthy Eating Index-2010. Obesity during childhood and adolescence was defined using the International Obesity Task Force age- and sex-specific cutoffs. Multivariable log-binominal regression models with generalized estimating equations were used to evaluate the association of pre-pregnancy healthy lifestyle and offspring obesity. RESULTS We identified 520 (9.1%) offspring who became obese during follow-up. A healthy body weight of mothers and no smoking before pregnancy was significantly associated with a lower risk of obesity among offspring: the relative risks [RRs; 95% confidence intervals (CIs)] were 0.37 (0.31-0.43) and 0.64 (0.49-0.84), respectively. Eating a healthy diet and regular moderate-to-vigorous physical activities were inversely related to offspring obesity risk, but these relations were not statistically significant. Compared to children of mothers who did not meet any low-risk lifestyle factors, offspring of women who adhered to all four healthy lifestyle factors had 75% lower risk of obesity (RR: 0.25, 95% CI: 0.14-0.43). CONCLUSION Adherence to an overall healthy lifestyle before pregnancy is strongly associated with a low risk of offspring obesity in childhood, adolescence, and early adulthood. These findings highlight the importance of an overall healthy lifestyle before pregnancy as a potential strategy to prevent obesity in future generations.
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Bisson M, Tremblay F, St-Onge O, Robitaille J, Pronovost E, Simonyan D, Marc I. Influence of maternal physical activity on infant's body composition. Pediatr Obes 2017; 12 Suppl 1:38-46. [PMID: 27863167 DOI: 10.1111/ijpo.12174] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2016] [Revised: 06/21/2016] [Accepted: 07/18/2016] [Indexed: 11/30/2022]
Abstract
BACKGROUND Physical activity (PA) during pregnancy might contribute to reduce neonatal adiposity, a predictor of metabolic disturbances. OBJECTIVE The objective of the study was to evaluate the association between maternal PA intensity and neonatal body composition. METHODS Maternal PA measured by accelerometry and nutrition were documented during pregnancy, as well as neonatal body composition by dual-energy X-ray absorptiometry following delivery. Associations between PA at 17 and 36 weeks (time spent in moderate PA (MPA), vigorous PA (VPA) status and their interaction) and neonatal body composition were addressed by multivariate regression analyses. RESULTS From 104 women, 50 (48%) and 16 (18%) performed VPA at 17 and 36 weeks of pregnancy. Performing VPA at either time was associated with a decreased birthweight (BW), while only VPA at 17 weeks decreased neonatal adiposity (fat percentage: -2.3 ± 0.8%, p = 0.003). MPA at 36 weeks was associated with an increased lean mass (2.0 ± 0.8 g per min day-1 , p = 0.012). Significant interactions were found for BW and bone mineral content (BMC). MPA at 17 weeks tended to increase BW, but not BMC, in the no VPA strata. By contrast, high levels of MPA (≥112 min d-1 ) combined with VPA at 17 weeks reduced neonatal BMC and BW compared with no VPA (BMC: -5.4 ± 2.0 g, p = 0.008, BW: -302.8 ± 83.7 g, p = 0.0003). Differences were not significant with low MPA levels. CONCLUSIONS Exercise intensity modulates neonatal body composition. The long-term significance of a reduced BW, adiposity and BMC with VPA requires further study.
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Affiliation(s)
- M Bisson
- Department of Pediatrics, Centre Hospitalier Universitaire (CHU) de Québec, Université Laval, Québec City, QC, Canada.,Department of Kinesiology, Université Laval, Québec City, QC, Canada
| | - F Tremblay
- Department of Pediatrics, Centre Hospitalier Universitaire (CHU) de Québec, Université Laval, Québec City, QC, Canada
| | - O St-Onge
- Department of Radiology, CHU de Québec, Université Laval, Québec City, QC, Canada
| | - J Robitaille
- School of Nutrition, Laval University, Québec City, QC, Canada
| | - E Pronovost
- Department of Pediatrics, Centre Hospitalier Universitaire (CHU) de Québec, Université Laval, Québec City, QC, Canada
| | - D Simonyan
- Clinical and Evaluative Research Platform, CHU de Québec, Laval University, Québec City, QC, Canada
| | - I Marc
- Department of Pediatrics, Centre Hospitalier Universitaire (CHU) de Québec, Université Laval, Québec City, QC, Canada
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