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Tsuge T, Matsumoto N, Takao S, Yorifuji T. Outdoor playing during preschool was associated with a reduced risk of school-age obesity in Japan. Acta Paediatr 2025; 114:303-309. [PMID: 39380494 DOI: 10.1111/apa.17441] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/20/2024] [Revised: 07/18/2024] [Accepted: 09/03/2024] [Indexed: 10/10/2024]
Abstract
AIM This study investigated the association between outdoor play habits during preschool and school-age obesity. METHODS We conducted a longitudinal cohort study of all children born in Japan during 2 weeks in January and July 2001. We defined outdoor play habits at age 2.5 years (third survey) as exposure, while parent-reported height and weight at age 7 years (seventh survey) were defined as overweight and obesity status using the WHO reference. Logistic regression models were used to estimate odds ratios (ORs) for associations between preschool outdoor play habits and school-age obesity, adjusting for parental and child factors. RESULTS Of 53 575 children born, 42 812 had data on outdoor play habits at age 2.5 years, with 91% (38 970) having such habits. At age 7 years, 31 743/42 812 (74%) children had height and weight data, with 3249/31 743 (10%) classified as overweight or obesity (BMI SD score ≥1.0). Outdoor play habits were negatively associated with obesity (adjusted OR 0.85, 95% confidence interval (CI): 0.74-0.97). CONCLUSION Outdoor play habits in early preschool years are associated with a reduced risk of school-age obesity. Parents and caregivers may consider encouraging their children to outdoor play habits at an early age to help prevent obesity later in life.
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Affiliation(s)
- Takahiro Tsuge
- Department of Rehabilitation, Kurashiki Medical Center, Kurashiki, Okayama, Japan
- Department of Epidemiology, Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama University, Okayama, Japan
| | - Naomi Matsumoto
- Department of Epidemiology, Faculty of Medicine, Dentistry and Pharmaceutical Sciences, Okayama University, Okayama, Japan
| | - Soshi Takao
- Department of Epidemiology, Faculty of Medicine, Dentistry and Pharmaceutical Sciences, Okayama University, Okayama, Japan
| | - Takashi Yorifuji
- Department of Epidemiology, Faculty of Medicine, Dentistry and Pharmaceutical Sciences, Okayama University, Okayama, Japan
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Lahyani Y, Adarmouch L, Sebbani M, Mansoury O, EL Mouaddib H, Amine M. Impact of sociodemographic factors, sleep, physical activity, and sedentary lifestyle on central obesity in schoolchildren aged 6-12 years in Marrakech, Morocco. Heliyon 2025; 11:e41176. [PMID: 39801951 PMCID: PMC11720893 DOI: 10.1016/j.heliyon.2024.e41176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2024] [Revised: 12/06/2024] [Accepted: 12/11/2024] [Indexed: 01/16/2025] Open
Abstract
Background Central obesity is a growing public health concern globally, and the recognition of its specific impact on Moroccan demographics remains scarce. This study examined the associations of body mass index (BMI) and central obesity status (WtHR) with sociodemographic characteristics and lifestyle habits in a sample of school-aged children from Marrakech, Morocco. Methods The study sample consisted of 1161 children (9.43 ± 1.86 years old, 47 % boys) who attended nine public primary schools. Trained nurses conducted anthropometric measurements to determine the children's BMI and waist-to-height ratio, with a value of 0.5 or greater indicating central obesity. The study also collected data on children's lifestyle habits through a self-report questionnaire. Results Nine percent of the children were classified as centrally obese. The children's age, sex, place of residence, family structure, phone ownership, mother's literacy, and being a single child were significantly associated with BMI (p < 0.05). However, only being a single child and belonging to a single-parent family were significantly associated with central obesity (p < 0.05). Children with central obesity, compared to their noncentrally obese counterparts, reported poorer sleep duration, more sedentary habits, and less physical activity, but no significant associations were found (p > 0.05). Conclusion High rates of central obesity among schoolchildren in Marrakech, Morocco, require targeted interventions considering various factors, such as sociodemographic background, family dynamics, duration of sleep, and sedentary behavior. Addressing this issue is crucial for better health outcomes for Moroccan children.
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Affiliation(s)
- Youssef Lahyani
- Biosciences & Health Laboratory, BHL, Cadi Ayyad University, 40000, Marrakech, Morocco
| | - Latifa Adarmouch
- Biosciences & Health Laboratory, BHL, Cadi Ayyad University, 40000, Marrakech, Morocco
- Clinical Research Unit, Mohammed VI University Hospital, 40000, Marrakech, Morocco
- Community Medicine and Public Health Department, School of Medicine, Cadi Ayyad University, Sidi Abbad, 40000, Marrakech, Morocco
| | - Majda Sebbani
- Biosciences & Health Laboratory, BHL, Cadi Ayyad University, 40000, Marrakech, Morocco
- Clinical Research Unit, Mohammed VI University Hospital, 40000, Marrakech, Morocco
- Community Medicine and Public Health Department, School of Medicine, Cadi Ayyad University, Sidi Abbad, 40000, Marrakech, Morocco
| | - Ouassim Mansoury
- Clinical Research Unit, Mohammed VI University Hospital, 40000, Marrakech, Morocco
- Community Medicine and Public Health Department, School of Medicine, Cadi Ayyad University, Sidi Abbad, 40000, Marrakech, Morocco
| | - Hicham EL Mouaddib
- Higher Institute of Nursing Professions and Health Techniques, Marrakech, Morocco
| | - Mohamed Amine
- Biosciences & Health Laboratory, BHL, Cadi Ayyad University, 40000, Marrakech, Morocco
- Clinical Research Unit, Mohammed VI University Hospital, 40000, Marrakech, Morocco
- Community Medicine and Public Health Department, School of Medicine, Cadi Ayyad University, Sidi Abbad, 40000, Marrakech, Morocco
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3
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Shahin S, Ghassabian A, Blaauwendraad SM, Duh-Leong C, Kannan K, Long SE, Herrera T, Seok E, Pierce KA, Liu M, Trasande L. Prenatal polycyclic aromatic hydrocarbons exposure and child growth and adiposity: A longitudinal study. ENVIRONMENTAL RESEARCH 2025; 268:120756. [PMID: 39756778 DOI: 10.1016/j.envres.2025.120756] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/04/2024] [Revised: 12/30/2024] [Accepted: 01/02/2025] [Indexed: 01/07/2025]
Abstract
BACKGROUND Exposure to polycyclic aromatic hydrocarbons (PAHs) during childhood has been associated with altered growth and adiposity in children. The effects of prenatal exposure to PAHs on developmental programming of growth and adiposity are still unknown. OBJECTIVE To study the association of prenatal exposure to PAHs with early childhood growth and adiposity measures. METHODS In NYU Children's Health and Environment Study (2016-2019), we studied 880 mother-child pairs for maternal urinary PAH metabolites in early, mid, and late pregnancy and measured child weight, length/height, triceps, and subscapular skinfold thicknesses at 1, 2, 3, and 4 years. We used linear mixed models to investigate associations between average pregnancy exposure to PAHs and the z-scores of child repeated measures. The models were adjusted for sociodemographic and health-related factors. RESULTS Children prenatally exposed to higher levels of PAHs had greater weight and length/height z scores. We found an interaction with time-point of child assessment, showing stronger associations at later ages. For instance, PAH exposure was associated with higher weight z-scores at 3 years: coefficient per Ln-unit increase in 2-NAP=0.25 (95%CI: 0.13, 0.37), 2-PHEN=0.25 (95%CI: 0.11, 0.39), 1-PYR=0.13 (95%CI: 0.02, 0.24), and 4-PHEN=0.09 (95%CI: 0.02, 0.15). Higher concentrations of 2-NAP (coefficient=0.21, 95%CI: 0.11, 0.31), 2-PHEN (coefficient=0.24, 95%CI: 0.12, 0.35), 3-PHEN (coefficient=0.13, 95%CI: 0.02, 0.24]), 4-PHEN (coefficient=0.09, 95%CI: 0.04, 0.15), and 1-PYR (coefficient=0.11, 95%CI: 0.02, 0.21) were associated with higher weight z-score at 4 years. CONCLUSION Prenatal PAH exposure may contribute to the developmental programming of growth in childhood.
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Affiliation(s)
- Sarvenaz Shahin
- Department of Pediatrics, New York University Grossman School of Medicine, New York, NY, United States.
| | - Akhgar Ghassabian
- Department of Pediatrics, New York University Grossman School of Medicine, New York, NY, United States; Department of Population Health, New York University Grossman School of Medicine, New York, NY, United States
| | - Sophia M Blaauwendraad
- The Generation R Study Group, Erasmus MC, University Medical Center, Rotterdam, the Netherlands; Department of Pediatrics, Erasmus MC, University Medical Center, Rotterdam, the Netherlands
| | - Carol Duh-Leong
- Department of Pediatrics, New York University Grossman School of Medicine, New York, NY, United States
| | - Kurunthachalam Kannan
- Department of Pediatrics, New York University Grossman School of Medicine, New York, NY, United States
| | - Sara E Long
- Department of Pediatrics, New York University Grossman School of Medicine, New York, NY, United States
| | - Teresa Herrera
- Department of Population Health, New York University Grossman School of Medicine, New York, NY, United States
| | - Eunsil Seok
- Department of Population Health, New York University Grossman School of Medicine, New York, NY, United States
| | - Kristyn A Pierce
- Department of Pediatrics, New York University Grossman School of Medicine, New York, NY, United States
| | - Mengling Liu
- Department of Population Health, New York University Grossman School of Medicine, New York, NY, United States
| | - Leonardo Trasande
- Department of Pediatrics, New York University Grossman School of Medicine, New York, NY, United States; Department of Population Health, New York University Grossman School of Medicine, New York, NY, United States; New York University College of Global Public Health, New York City, NY, United States
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4
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Sun J, Han J, Jiang X, Ying Y, Li S. Association between breastfeeding duration and BMI, 2009-2018: a population-based study. Front Nutr 2024; 11:1463089. [PMID: 39296510 PMCID: PMC11408305 DOI: 10.3389/fnut.2024.1463089] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2024] [Accepted: 08/21/2024] [Indexed: 09/21/2024] Open
Abstract
Background In the 21st century, childhood overweight and obesity have become major public health issues worldwide. Previous studies have shown that breastfeeding helps prevent overweight or obesity in children. Despite the significant advantages of breastfeeding, the global exclusive breastfeeding rate for infants under 6 months old is only 40%, while in the United States, the rate is only 25%. The aim of this study is to explore the relationship between breastfeeding duration and BMI in children aged 2 to 6 in the United States, and to raise awareness of breastfeeding. Methods A cross-sectional study included 2,769 participants between the ages of 2 and 6 from a sample that represented the entire NHANES 2009-2018. Data was analyzed using EmpowerStats, (www.empowerstats.com) linear regression as well as Chi-square test, t-tests, multivariate regression analysis and smooth cure fitting were done. Results Breastfeeding duration long-term group exhibited a statistically significant negative association with BMI, with a regression coefficient of -0.21 (P < 0.05). The continuous analysis of breastfeeding duration by tertile also demonstrate a statistically significant negative association with BMI. Subgroup analysis revealed that the potential benefits of breastfeeding on BMI were more obvious in low-income environments and maternal age 18 to 35 years, with a regression coefficient of -0.57 and -0.24, respectively (all P < 0.05). Conclusion The findings emphasize the importance of breastfeeding in reducing childhood overweight/obesity and preventing associated diseases, both in clinical and public health settings.
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Affiliation(s)
- Jiaqing Sun
- Wenyan Branch of the First People's Hospital of Xiaoshan District, Hangzhou, China
| | - Jian Han
- Wenyan Branch of the First People's Hospital of Xiaoshan District, Hangzhou, China
| | - Xiaofeng Jiang
- Wenyan Branch of the First People's Hospital of Xiaoshan District, Hangzhou, China
| | - Yali Ying
- Wenyan Branch of the First People's Hospital of Xiaoshan District, Hangzhou, China
| | - Shenghao Li
- The First People's Hospital of Xiaoshan District, Hangzhou, China
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5
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Zhu X, Gu S, Li J. How do gamified digital therapeutics work on obesity self-management? Metabol Open 2024; 23:100314. [PMID: 39290343 PMCID: PMC11406243 DOI: 10.1016/j.metop.2024.100314] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2024] [Revised: 08/28/2024] [Accepted: 08/28/2024] [Indexed: 09/19/2024] Open
Abstract
Obesity management can effectively reduce the risks and complications associated with obesity and improve the quality of life of patients. After assessing the advantages and limitations of various obesity management approaches, self-management has been strongly recommended due to the advantages of minimal side effects and lower costs compared to treatment via drugs and surgery. However, successfully implementing lifestyle intervention strategies requires scientific guidance and strong determination. With the development of electronic and information technology, lifestyle intervention has transformed considerably. A new concept, called Gamified Digital Therapeutics (GDTx), represents a gaming format with Digital Therapeutics (DTx). It can effectively enhance patient compliance and accessibility to chronic disease management. Here, we review recent studies on the application of GDTx for the self-management of obesity and discuss three aspects surrounding its completion rates, satisfaction levels, and effectiveness. In contrast to traditional approaches to obesity self-management, implementing GDTx effectively corrects unhealthy dietary and lifestyle habits, markedly enhancing the dissemination of nutritional and exercise-related health knowledge. Of particular significance is the evident improvement in the adherence of obese patients to weight loss programs. Despite numerous studies indicating that GDTx may offer an effective solution for obesity self-management, there are still several limitations in the medicalization of GDTx for self-management of obesity. This review aimed to provide a reference for subsequent studies and promote the widespread application of GDTx in obesity self-management to help reduce the obesity rate and alleviate the burden on obese patients.
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Affiliation(s)
- Xuejuan Zhu
- Department of Endocrinology, Tongji Hospital Affiliated to Tongji University, School of Medicine, Tongji University, Shanghai 200092, China
| | - Shuneng Gu
- BOKE Digital Health Research Institute, BOKE Medical Technology (Shanghai) Co., Ltd., Shanghai 200333, China
- BOKE Technology Group Co.,Ltd., Shanghai 200333, China
| | - Jian Li
- Department of Endocrinology, Tongji Hospital Affiliated to Tongji University, School of Medicine, Tongji University, Shanghai 200092, China
- BOKE Digital Health Research Institute, BOKE Medical Technology (Shanghai) Co., Ltd., Shanghai 200333, China
- BOKE Technology Group Co.,Ltd., Shanghai 200333, China
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6
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Ferrario CR, Münzberg-Gruening H, Rinaman L, Betley JN, Borgland SL, Dus M, Fadool DA, Medler KF, Morton GJ, Sandoval DA, de La Serre CB, Stanley SA, Townsend KL, Watts AG, Maruvada P, Cummings D, Cooke BM. Obesity- and diet-induced plasticity in systems that control eating and energy balance. Obesity (Silver Spring) 2024; 32:1425-1440. [PMID: 39010249 PMCID: PMC11269035 DOI: 10.1002/oby.24060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Revised: 04/16/2024] [Accepted: 04/17/2024] [Indexed: 07/17/2024]
Abstract
In April 2023, the National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), in partnership with the National Institute of Child Health and Human Development, the National Institute on Aging, and the Office of Behavioral and Social Sciences Research, hosted a 2-day online workshop to discuss neural plasticity in energy homeostasis and obesity. The goal was to provide a broad view of current knowledge while identifying research questions and challenges regarding neural systems that control food intake and energy balance. This review includes highlights from the meeting and is intended both to introduce unfamiliar audiences with concepts central to energy homeostasis, feeding, and obesity and to highlight up-and-coming research in these areas that may be of special interest to those with a background in these fields. The overarching theme of this review addresses plasticity within the central and peripheral nervous systems that regulates and influences eating, emphasizing distinctions between healthy and disease states. This is by no means a comprehensive review because this is a broad and rapidly developing area. However, we have pointed out relevant reviews and primary articles throughout, as well as gaps in current understanding and opportunities for developments in the field.
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Grants
- P30 DK048520 NIDDK NIH HHS
- NSF1949989 National Science Foundation
- T32 DC000044 NIDCD NIH HHS
- R01 DK133464 NIDDK NIH HHS
- R01 DK089056 NIDDK NIH HHS
- R01 DK130246 NIDDK NIH HHS
- R01 DK124801 NIDDK NIH HHS
- R01 DK100685 NIDDK NIH HHS
- R01 DK124238 NIDDK NIH HHS
- R01 DK130875 NIDDK NIH HHS
- R01 DK125890 NIDDK NIH HHS
- Z99 DK999999 Intramural NIH HHS
- R01 DK124461 NIDDK NIH HHS
- K26 DK138368 NIDDK NIH HHS
- R01 DK121995 NIDDK NIH HHS
- R01 DK121531 NIDDK NIH HHS
- P30 DK089503 NIDDK NIH HHS
- P01 DK119130 NIDDK NIH HHS
- R01 DK118910 NIDDK NIH HHS
- R01 AT011683 NCCIH NIH HHS
- Reported research was supported by DK130246, DK092587, AT011683, MH059911, DK100685, DK119130, DK124801, DK133399, AG079877, DK133464, T32DC000044, F31DC016817, NSF1949989, DK089056, DK124238, DK138368, DK121995, DK125890, DK118910, DK121531, DK124461, DK130875; Canada Research Chair: 950-232211, CIHRFDN148473, CIHRPJT185886; USDA Predoctoral Fellowship; Endowment from the Robinson Family and Tallahassee Memorial Hospital; Department of Defense W81XWH-20-1-0345 and HT9425-23-1-0244; American Diabetes Association #1-17-ACE-31; W.M. Keck Foundation Award; National Science Foundation CAREER 1941822
- R01 DK133399 NIDDK NIH HHS
- HT9425-23-1-0244 Department of Defense
- R01 DK092587 NIDDK NIH HHS
- W81XWH-20-1-0345 Department of Defense
- 1941822 National Science Foundation
- R01 MH059911 NIMH NIH HHS
- F31 DC016817 NIDCD NIH HHS
- R01 AG079877 NIA NIH HHS
- P30 DK017047 NIDDK NIH HHS
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Affiliation(s)
- Carrie R Ferrario
- Department of Pharmacology, University of Michigan, Ann Arbor, Michigan, USA
| | - Heike Münzberg-Gruening
- Laboratory of Central Leptin Signaling, Pennington Biomedical Research Center, Baton Rouge, Louisiana, USA
| | - Linda Rinaman
- Department of Psychology and Program in Neuroscience, Florida State University, Tallahassee, Florida, USA
| | - J Nicholas Betley
- Department of Biology, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Stephanie L Borgland
- Department of Physiology and Pharmacology, University of Calgary, Calgary, Alberta, Canada
| | - Monica Dus
- Department of Molecular, Cellular, and Developmental Biology, University of Michigan, Ann Arbor, Michigan, USA
| | - Debra A Fadool
- Department of Biological Science, Program in Neuroscience, Institute of Molecular Biophysics, Florida State University, Tallahassee, Florida, USA
| | - Kathryn F Medler
- School of Animal Sciences, Virginia Tech, Blacksburg, Virginia, USA
| | - Gregory J Morton
- Department of Medicine, University of Washington Medicine Diabetes Institute at South Lake Union, Seattle, Washington, USA
| | - Darleen A Sandoval
- Department of Pediatrics, Section of Nutrition, University of Colorado-Anschutz Medical Campus, Aurora, Colorado, USA
| | - Claire B de La Serre
- Department of Biomedical Sciences, Colorado State University, Fort Collins, Colorado, USA
| | - Sarah A Stanley
- Diabetes, Obesity and Metabolism Institute, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Kristy L Townsend
- Department of Neurological Surgery, The Ohio State University College of Medicine, Columbus, Ohio, USA
| | - Alan G Watts
- Department of Biological Sciences, Dornsife College of Letters, Arts and Sciences, University of Southern California, Los Angeles, California, USA
| | - Padma Maruvada
- National Institutes of Health, National Institute of Diabetes and Digestive and Kidney Diseases, Bethesda, Maryland, USA
| | - Diana Cummings
- National Institutes of Health, National Institute of Diabetes and Digestive and Kidney Diseases, Bethesda, Maryland, USA
| | - Bradley M Cooke
- National Institutes of Health, National Institute of Diabetes and Digestive and Kidney Diseases, Bethesda, Maryland, USA
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Palaska E, Antoniou E, Tzitiridou-Chatzopoulou M, Eskitzis P, Orovou E. Correlation between Breastfeeding, Maternal Body Mass Index, and Childhood Obesity. EPIDEMIOLOGIA 2024; 5:411-420. [PMID: 39051210 PMCID: PMC11270408 DOI: 10.3390/epidemiologia5030030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2024] [Revised: 06/09/2024] [Accepted: 07/17/2024] [Indexed: 07/27/2024] Open
Abstract
Breast milk is a unique and highly beneficial source of nutrition for infants. It contains a wide range of nutrients that are specifically tailored to meet the specific needs of a growing infant. On the other hand, obesity is a major health issue that affects people around the world. The aim of this study is to investigate the relationship between breastfeeding and child BMI and the role of maternal BMI, which may influence this relationship. This study revealed that a longer duration of exclusive breastfeeding was associated with a decrease in the prevalence of overweight children. Additionally, the research found that children born to overweight or obese women had a higher probability of being overweight or obese themselves. Considering that mothers with a higher pre-pregnancy body weight are more likely to have children with a higher BMI, it is important that they receive information about the advantages of breastfeeding for a minimum of 6 months for both themselves and their children. Additionally, they should be offered ongoing support, to encourage them to start breastfeeding and continue with it beyond this period.
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Affiliation(s)
- Ermioni Palaska
- Department of Midwifery, University of West Attica, 12243 Athens, Greece; (E.A.); (E.O.)
| | - Evangelia Antoniou
- Department of Midwifery, University of West Attica, 12243 Athens, Greece; (E.A.); (E.O.)
| | | | - Panagiotis Eskitzis
- Department of Midwifery, University of Western Macedonia, 50200 Ptolemaida, Greece; (M.T.-C.); (P.E.)
| | - Eirini Orovou
- Department of Midwifery, University of West Attica, 12243 Athens, Greece; (E.A.); (E.O.)
- Department of Midwifery, University of Western Macedonia, 50200 Ptolemaida, Greece; (M.T.-C.); (P.E.)
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8
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Foster SF, Rundle AG, Tsai I, Genkinger JM, Burns NR, Hoepner LA, Abrego MR, Dube S, Nichols AR, Ramirez-Carvey J, Oberfield SE, Hassoun A, Perera F, Widen EM. Postpartum Obesity Is Associated With Increases in Child Adiposity in Midchildhood in a Cohort of Black and Dominican Youth. Curr Dev Nutr 2024; 8:103770. [PMID: 38948110 PMCID: PMC11214177 DOI: 10.1016/j.cdnut.2024.103770] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Revised: 04/18/2024] [Accepted: 05/07/2024] [Indexed: 07/02/2024] Open
Abstract
Background Obesity disproportionately affects marginalized and low-income populations. Birth parent obesity from the prenatal period and childhood has been associated with child obesity. It is unknown whether prenatal or postnatal birth parent obesity has differential effects on subsequent changes in adiposity and metabolic health in children. Objectives We evaluated how birth parent obesity 7 y after delivery was associated with child body composition changes and cardiometabolic health in midchildhood and further assessed the influence of the perinatal and postpartum period on associations. Methods Black and Dominican pregnant individuals were enrolled, and dyads (n = 319) were followed up at child age 7 and 9 y. Measures included, height, weight, waist circumference (WC), and percent body fat (BF%). Multiple linear regression was used to relate postpartum weight status with child outcomes accounting for attrition, and a series of secondary analyses were conducted with additional adjustment for perinatal weight status, gestational weight gain (GWG), and/or long-term weight retention to evaluate how these factors influenced associations. Results Almost one-quarter (23%) of birth parents and 24.1% children were classified with obesity at child age 7 y, while at 9 y, 30% of children had obesity. Birth parent obesity at child age 7 y was associated with greater changes, from ages 7 to 9 y, in child BMI z-score (β: 0.13; 95% CI: 0.02, 0.24) and BF% (β: 1.15; 95% CI: 0.22, 2.09) but not obesity at age 9 y. All observed associations crossed the null after additional adjustment for prenatal factors. Conclusions Birth parent obesity at 7-y postpartum is associated with greater gains in child BMI z-score and BF% in midchildhood. These associations diminish after accounting for prenatal size, suggesting a lasting impact of the perinatal environment and that interventions supporting families from the prenatal period through childhood are needed.
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Affiliation(s)
- Saralyn F Foster
- Department of Nutritional Sciences, The University of Texas at Austin, Austin, TX, United States
| | - Andrew G Rundle
- Department of Epidemiology, Mailman School of Public Health, Columbia University Medical Center, New York, NY, United States
- Columbia Center for Children’s Environmental Health, Mailman School of Public Health, Columbia University Medical Center, New York, NY, United States
| | - Irene Tsai
- School of Medicine, Stony Brook University, Stony Brook, NY, United States
| | - Jeanine M Genkinger
- Department of Epidemiology, Mailman School of Public Health, Columbia University Medical Center, New York, NY, United States
- Columbia Center for Children’s Environmental Health, Mailman School of Public Health, Columbia University Medical Center, New York, NY, United States
| | - Natalie R Burns
- Department of Statistics, University of Florida, Gainesville, FL, United States
| | - Lori A Hoepner
- Columbia Center for Children’s Environmental Health, Mailman School of Public Health, Columbia University Medical Center, New York, NY, United States
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University Medical Center, New York, NY, United States
- Department of Environmental and Occupational Health Sciences, School of Public Health, SUNY Downstate Health Sciences University, Brooklyn, NY, United States
| | - Marcela R Abrego
- Department of Nutritional Sciences, The University of Texas at Austin, Austin, TX, United States
| | - Sara Dube
- Department of Nutritional Sciences, The University of Texas at Austin, Austin, TX, United States
| | - Amy R Nichols
- Department of Nutritional Sciences, The University of Texas at Austin, Austin, TX, United States
| | - Judyth Ramirez-Carvey
- Columbia Center for Children’s Environmental Health, Mailman School of Public Health, Columbia University Medical Center, New York, NY, United States
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University Medical Center, New York, NY, United States
| | - Sharon E Oberfield
- Columbia Center for Children’s Environmental Health, Mailman School of Public Health, Columbia University Medical Center, New York, NY, United States
- Division of Pediatric Endocrinology, Department of Pediatrics, Columbia University College of Physicians and Surgeons, New York, NY, United States
| | - Abeer Hassoun
- Columbia Center for Children’s Environmental Health, Mailman School of Public Health, Columbia University Medical Center, New York, NY, United States
- Division of Pediatric Endocrinology, Department of Pediatrics, Columbia University College of Physicians and Surgeons, New York, NY, United States
| | - Frederica Perera
- Columbia Center for Children’s Environmental Health, Mailman School of Public Health, Columbia University Medical Center, New York, NY, United States
| | - Elizabeth M Widen
- Department of Nutritional Sciences, The University of Texas at Austin, Austin, TX, United States
- Columbia Center for Children’s Environmental Health, Mailman School of Public Health, Columbia University Medical Center, New York, NY, United States
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9
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Mekuriaw DM, Mitku AA, Zeru MA. Bayesian modeling of quantiles of body mass index among under-five children in Ethiopia. BMC Public Health 2024; 24:1144. [PMID: 38658955 PMCID: PMC11520435 DOI: 10.1186/s12889-024-18602-x] [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: 10/13/2023] [Accepted: 04/15/2024] [Indexed: 04/26/2024] Open
Abstract
BACKGROUND Body Mass Index (BMI) is a measurement of nutritional status, which is a vital pre-condition for good health. The prevalence of childhood malnutrition and the potential long-term health risks associated with obesity in Ethiopia have recently increased globally. The main objective of this study was to investigate the factors associated with the quantiles of under-five children's BMI in Ethiopia. METHODS Data on 5,323 children, aged between 0-59 months from March 21, 2019, to June 28, 2019, were obtained from the Ethiopian Mini Demographic Health Survey (EMDHS, 2019), based on the standards set by the World Health Organization. The study used a Bayesian quantile regression model to investigate the association of factors with the quantiles of under-five children's body mass index. Markov Chain Monte Carlo (MCMC) with Gibbs sampling was used to estimate the country-specific marginal posterior distribution estimates of model parameters, using the Brq R package. RESULTS Out of a total of 5323 children included in this study, 5.09% were underweight (less than 12.92 BMI), 10.05% were overweight (BMI: 17.06 - 18.27), and 5.02% were obese (greater than or equal to 18.27 BMI) children's. The result of the Bayesian quantile regression model, including marginal posterior credible intervals (CIs), showed that for the prediction of the 0.05 quantile of BMI, the current age of children [ β = -0.007, 95% CI :(-0.01, -0.004)], the region Afar [ β = - 0.32, 95% CI: (-0.57, -0.08)] and Somalia[ β = -0.72, 95% CI: (-0.96, -0.49)] were negatively associated with body mass index while maternal age [ β = 0.01, 95% CI: (0.005, 0.02)], mothers primary education [ β = 0.19, 95% CI: (0.08, 0.29)], secondary and above [ β = 0.44, 95% CI: (0.29, 0.58)], and family follows protestant [ β = 0.22, 95% CI: (0.07, 0.37)] were positively associated with body mass index. In the prediction of the 0.95 (or 0.85?) quantile of BMI, in the upper quantile, still breastfeeding [ β = -0.25, 95% CI: (-0.41, -0.10)], being female [ β = -0.13, 95% CI: (-0.23, -0.03)] were negatively related while wealth index [ β = 0.436, 95% CI: (0.25, 0.62)] was positively associated with under-five children's BMI. CONCLUSIONS In conclusion, the research findings indicate that the percentage of lower and higher BMI for under-five children in Ethiopia is high. Factors such as the current age of children, sex of children, maternal age, religion of the family, region and wealth index were found to have a significant impact on the BMI of under-five children both at lower and upper quantile levels. Thus, these findings highlight the need for administrators and policymakers to devise and implement strategies aimed at enhancing the normal or healthy weight status among under-five children in Ethiopia.
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Affiliation(s)
- Daniel M Mekuriaw
- Department of Statistics, College of Science, Bahir Dar University, Bahir Dar, Ethiopia
| | - Aweke A Mitku
- Department of Statistics, College of Science, Bahir Dar University, Bahir Dar, Ethiopia.
- School of Mathematics, Statistics and Computer Science, College of Agriculture Engineering and Science, University of KwaZulu-Natal, Durban, South Africa.
| | - Melkamu A Zeru
- Department of Statistics, College of Science, Bahir Dar University, Bahir Dar, Ethiopia
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Skolnick V, Rajjo T, Thacher T, Kumar S, Kaufman T, Weaver A, Wi CI, Lynch BA. Association of Weight Trajectory With Severe Obesity: A Case-Control Study. Child Obes 2024; 20:169-177. [PMID: 37010378 PMCID: PMC10979667 DOI: 10.1089/chi.2023.0013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/04/2023]
Abstract
Background: Early childhood weight trajectory is associated with future risk for obesity. However, little is known about the association of birth weight and weight trajectories before age 5.5 years with severe adult obesity. Methods: This study used a nested case-control design of 785 matched sets of cases and controls matched 1:1 on age and gender from a 1976 to 1982 birth cohort in Olmsted County, Minnesota. Cases with severe adult obesity were defined as individuals with a BMI ≥40 kg/m2 after 18 years of age. There were 737 matched sets of cases and controls for the trajectory analysis. Weight and height data from birth through 5.5 years were abstracted from the medical records, and weight-for-age percentiles were obtained from the CDC growth charts. Results: A two-cluster weight-for-age trajectory solution was identified as optimal, with cluster 1 having higher weight-for-age before age 5.5 years. While there was no association between birth weight and severe adult obesity, the odds of being in cluster 1, which includes children with higher weight-for-age percentiles, was significantly increased for cases compared with controls [odds ratio (OR) 1.99, 95% confidence interval (CI) 1.60-2.47]. The association between cluster membership and case-control status persisted after adjusting for maternal age and education (adjusted OR 2.08, 95% CI 1.66-2.61). Conclusions: Our data suggest that early childhood weight-for-age trajectories are associated with severe obesity status in adult life. Our results add to growing evidence that it is critical to prevent excess early childhood weight gain.
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Affiliation(s)
| | - Tamim Rajjo
- Department of Family Medicine; Department of Pediatric and Adolescent Medicine; Mayo Clinic, Rochester, MN, USA
| | - Tom Thacher
- Department of Family Medicine; Department of Pediatric and Adolescent Medicine; Mayo Clinic, Rochester, MN, USA
| | - Seema Kumar
- Division of Pediatric Endocrinology, Department of Pediatric and Adolescent Medicine; Department of Pediatric and Adolescent Medicine; Mayo Clinic, Rochester, MN, USA
| | - Tara Kaufman
- Department of Family Medicine; Department of Pediatric and Adolescent Medicine; Mayo Clinic, Rochester, MN, USA
| | - Amy Weaver
- Department of Quantitative Health Sciences; Department of Pediatric and Adolescent Medicine; Mayo Clinic, Rochester, MN, USA
| | - Chung-Il Wi
- Division of Community Pediatric and Adolescent Medicine, Department of Pediatric and Adolescent Medicine; Mayo Clinic, Rochester, MN, USA
| | - Brian A. Lynch
- Division of Community Pediatric and Adolescent Medicine, Department of Pediatric and Adolescent Medicine; Mayo Clinic, Rochester, MN, USA
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11
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Chou YC, Cheng FS, Weng SH, Yen YF, Hu HY. Impact of household income on the risk of overweight and obesity over time among preschool-aged children: a population-based cohort study. BMC Public Health 2024; 24:549. [PMID: 38383321 PMCID: PMC10882872 DOI: 10.1186/s12889-024-18010-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Accepted: 02/06/2024] [Indexed: 02/23/2024] Open
Abstract
BACKGROUND The temporality of household income level with overweight/obesity in children has not been extensively studied. Little research has been conducted to determine the impact of household income on the risk of childhood overweight/obesity over time. This population-based cohort study aimed to investigate the impact of household income on the risk of overweight/obesity over time among preschool-aged children in Taiwan. METHODS From 2009 to 2018, we recruited 1,482 preschool-aged children ( ≦ 7 y of age) from low-income households and selected age- and sex-matched controls from non-low-income households for comparison; All participants were selected from those who consistently participated in the Taipei Child Development Screening Program and were monitored for overweight/obesity using body mass index (BMI) until December 31, 2018. Low-income households were defined as those with an average monthly disposable income < 60% of the minimum standard of living expense in Taiwan. The primary outcome was childhood overweight or obesity in study participants, defined as BMI (kg/m2) ≥ 85th percentile or ≥ 95th percentile, respectively. The generalized estimating equations (GEE) model was used to determine the impact of low-income households on the risk of overweight/obesity in study participants. RESULTS Over 21,450 person-years of follow-up, 1,782 participants developed overweight /obesity, including 452 (30.5%) and 1,330 (22.4%) children from low- and non-low-income households, respectively. The GEE model showed that the first group had a significantly higher risk of becoming overweight/obese than the other during the follow-up period (adjusted odds ratio [aOR] = 1.44, 95% CI: 1.29-1.60). Moreover, children of foreign mothers had a higher risk of becoming overweight/obese than those of Taiwanese mothers during the follow-up period (aOR = 1.51, 95% CI: 1.24-1.8). The subgroup analysis revealed a significant association between low-income households and an increased risk of overweight/obesity in children aged 2-7 years (P =.01). However, this association was not observed in children aged 0-1 years (P >.999). CONCLUSIONS During the follow-up period, there was a notable correlation between low-income households and an increased risk of preschool-aged children developing overweight or obesity. Implementing health promotion initiatives aimed at reducing overweight and obesity in this demographic is crucial.
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Affiliation(s)
- Yi-Chang Chou
- Department of Education and Research, Taipei City Hospital, No.145, Zhengzhou Rd., Datong Dist., 103212, Taipei, Taiwan
- University of Taipei, Taipei, Taiwan
- Institute of Public Health, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Feng-Shiang Cheng
- Department of Education and Research, Taipei City Hospital, No.145, Zhengzhou Rd., Datong Dist., 103212, Taipei, Taiwan
- University of Taipei, Taipei, Taiwan
- Institute of Public Health, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Shih-Han Weng
- Department of Education and Research, Taipei City Hospital, No.145, Zhengzhou Rd., Datong Dist., 103212, Taipei, Taiwan
- University of Taipei, Taipei, Taiwan
- Institute of Public Health, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Yung-Feng Yen
- Department of Education and Research, Taipei City Hospital, No.145, Zhengzhou Rd., Datong Dist., 103212, Taipei, Taiwan
- University of Taipei, Taipei, Taiwan
- Institute of Public Health, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Section of Infectious Diseases, Taipei City Hospital, Yangming Branch, Taipei, Taiwan
- Department of Health Care Management, National Taipei University of Nursing and Health Sciences, Taipei, Taiwan
| | - Hsiao-Yun Hu
- Department of Education and Research, Taipei City Hospital, No.145, Zhengzhou Rd., Datong Dist., 103212, Taipei, Taiwan.
- University of Taipei, Taipei, Taiwan.
- Institute of Public Health, National Yang Ming Chiao Tung University, Taipei, Taiwan.
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12
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Hun Gamboa N, Salazar M, Aliste S, Aguilera C, Cárdenas ME. [Food quality in pre-school and school children in Chile during the COVID-19 pandemic]. NUTR HOSP 2023; 40:934-941. [PMID: 37334794 DOI: 10.20960/nh.04383] [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] [Indexed: 06/21/2023] Open
Abstract
Introduction Introduction: the COVID-19 pandemic can affect the quality of food and nutrition of preschoolers and schoolchildren through an increase in food insecurity of families, by measures such as confinement and closure of educational establishments, which affects the daily structure, feeding schedules, and quality of food. Objectives: analyze the overall food quality of preschool and school children in Chile during the COVID-19 pandemic. Methods: five hundred and fifty-one schoolchildren (22.5 % boys and 77.5 % girls) from five Chilean cities distributed in northern, central, and southern macro zones participated in a convenience sampling. The Global Food Quality Index was applied. The data were analyzed in the IBM SPSSV24 statistical program. Differences in proportions were analyzed employing crossed tables. Results: schoolchildren from rural areas presented lower eating quality than their urban peers (p = .005). Schoolchildren who eat with the whole family had better indicators of eating quality than those who ate alone (p = .002). In nine out of 12 dietary components, evaluated females present higher compliance with dietary recommendations. Conclusions: further research is needed on changes in dietary intake and dietary quality of children and their families during the pandemic. This will allow us to analyze the impact of the pandemic on eating behavior and its possible consequences.
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Affiliation(s)
- Nelson Hun Gamboa
- Escuela de Nutrición y Dietética. Facultad de Salud. Universidad Santo Tomás
| | - Massiel Salazar
- Escuela de Nutrición y Dietética. Facultad de Salud. Universidad Santo Tomás
| | - Sebastián Aliste
- Escuela de Ciencias del Deporte y Actividad Física. Universidad Santo Tomás
| | - Camilo Aguilera
- Escuela de Ciencias del Deporte y Actividad Física. Universidad Santo Tomás
| | - María Elvira Cárdenas
- Centro de Investigación, Familia, Trabajo y Ciudadanía. CIELO. Universidad Santo Tomás
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Chen S, Dai Y, Ma X, Peng H, Wang D, Wang Y. Personalized optimal nutrition lifestyle for self obesity management using metaalgorithms. Sci Rep 2022; 12:12387. [PMID: 35858966 PMCID: PMC9297061 DOI: 10.1038/s41598-022-16260-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2022] [Accepted: 07/07/2022] [Indexed: 12/03/2022] Open
Abstract
Precision medicine applies machine learning methods to estimate the personalized optimal treatment decision based on individual information, such as genetic data and medical history. The main purpose of self obesity management is to develop a personalized optimal life plan that is easy to implement and adhere to, thereby reducing the incidence of obesity and obesity-related diseases. The methodology comprises three components. First, we apply catboost, random forest and lasso covariance test to evaluate the importance of individual features in forecasting body mass index. Second, we apply metaalgorithms to estimate the personalized optimal decision on alcohol, vegetable, high caloric food and daily water intake respectively for each individual. Third, we propose new metaalgorithms named SX and SXwint learners to compute the personalized optimal decision and compare their performances with other prevailing metalearners. We find that people who receive individualized optimal treatment options not only have lower obesity levels than others, but also have lower obesity levels than those who receive ’one-for-all’ treatment options. In conclusion, all metaalgorithms are effective at estimating the personalized optimal decision, where SXwint learner shows the best performance on daily water intake.
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Affiliation(s)
- Shizhao Chen
- College of Mathematics and Physics, Beijing University of Chemical Technology, Beijing, 100029, China
| | - Yiran Dai
- College of Mathematics and Physics, Beijing University of Chemical Technology, Beijing, 100029, China
| | - Xiaoman Ma
- College of Mathematics and Physics, Beijing University of Chemical Technology, Beijing, 100029, China
| | - Huimin Peng
- College of Mathematics and Physics, Beijing University of Chemical Technology, Beijing, 100029, China.
| | - Donghui Wang
- College of Mathematics and Physics, Beijing University of Chemical Technology, Beijing, 100029, China
| | - Yili Wang
- College of Mathematics and Physics, Beijing University of Chemical Technology, Beijing, 100029, China
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