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Hussain Z, Borah MD. A neural network integrated mathematical model to analyze the impact of nutritional status on cognitive development of child. Comput Biol Med 2025; 185:109490. [PMID: 39657448 DOI: 10.1016/j.compbiomed.2024.109490] [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: 04/01/2024] [Revised: 09/07/2024] [Accepted: 11/26/2024] [Indexed: 12/12/2024]
Abstract
Cognitive development is a crucial developmental aspect of children. It is a concise field of study in psychology and neuroscience that focuses on various developmental aspects of the brain. Among all other factors, nutritional status is believed to play a very important role in cognitive development. The purpose of this work is to analyze the impacts of different nutritional status levels on the child's cognitive development. This work designs a model that uses a neural network and differential equations. The neural network is applied on a dataset called "Child Birth Weight Dataset" available at IEEE Dataport ( http://dx.doi.org/10.21227/dvd4-3232) for finding the nutritional status of a child. The different levels of nutritional status, such as low-nutritional status, normal-nutritional status, and over-nutritional status are integrated with the formulated differential equations. The model is computationally simulated considering four different sets of parameter values that represent four different perspectives such as 'only positive', 'only negative', 'mix and unequal weight', and 'mix and equal weight' of the influencing factors. The experimental results show that normal-nutritional status is the best nutritional status for cognitive development. However, the best cognitive development happens when all other influencing factors like environmental effects, socioeconomic status, heredity, learning opportunities, and use of experiences are given equal importance. The results also depict that the low- and over-nutritional status cannot restrict cognitive development for a long time. After a certain period, the development gets triggered and it happens. It may be slow and not up to the mark of the development under normal-nutritional status, but it happens. Simply it can be said that nutritional status alone does not have control over the cognitive development of a child. Along with nutritional status, other influencing factors are important too.
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Affiliation(s)
- Zakir Hussain
- Department of Computer Science and Engineering, National Institute of Technology Silchar, Cachar, Silchar, 788010, Assam, India.
| | - Malaya Dutta Borah
- Department of Computer Science and Engineering, National Institute of Technology Silchar, Cachar, Silchar, 788010, Assam, India.
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Rathi N, Worsley A, Bruening M. Perceived influences of fruit and vegetable consumption among Indian adolescents - A qualitative inquiry. BMC Public Health 2025; 25:271. [PMID: 39844068 PMCID: PMC11753150 DOI: 10.1186/s12889-025-21408-0] [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: 07/04/2024] [Accepted: 01/10/2025] [Indexed: 01/24/2025] Open
Abstract
BACKGROUND Fruits and vegetables are primary sources of vitamins and minerals that may alleviate the risk of chronic illnesses. However, Indian adolescents consume inadequate amounts of fruits and vegetables, with less than 10% meeting recommendations. Micronutrient deficiencies are a major public health problem in India. For example, the prevalence of iron-deficiency anemia and Vitamin A deficiency in adolescents is 28.5% and 14.4%, respectively. To promote fruit and vegetable consumption among Indian adolescents, we need to identify the factors which may influence the consumption. The aim of this qualitative inquiry was to explore perceived influences of fruit and vegetable consumption among Indian adolescents. METHODS Using purposive sampling, adolescents aged 10-19 years were recruited from two public and two private (independent) schools in Varanasi, India. Face-to-face interviews along with the 'draw and tell' technique were used for data collection. Interviews were conducted in English as well as in Hindi depending on the preferences of the adolescents. The conversations were digitally recorded and transcribed verbatim. The transcribed data were subjected to thematic analysis. Data were coded inductively, and themes were extracted using NVivo software program. RESULTS A total of 58 adolescents (53% female; 74% urban) with mean age 13.6 years completed the interviews. Nine major themes and associated sub-themes emerged, including: (i) Sensory properties (i.e., taste, color, flavor, texture); (ii) Health and immunity; (iii) Allergy; (iv) Home food environment (i.e., influence of mothers, availability and accessibility of fruits and vegetables); (v) Cost; (vi) Food preparation; (vii) Influence of peers; (viii) School food environment; (ix) Proclivity for energy-dense, nutrient-poor foods and beverages. CONCLUSIONS The emerging themes and sub-themes show that multiple factors are likely to affect fruit and vegetable consumption in adolescents, aligning with literature on adolescent fruit and vegetable consumption in international settings. Behavioral interventions should be designed to create enabling environments to encourage fruit and vegetable consumption in Indian adolescents by removing barriers at the individual, household, and community levels, thereby reducing the enduring prevalence of micronutrient deficiencies.
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Affiliation(s)
- Neha Rathi
- Department of Home Science, Mahila Mahavidyalaya, Banaras Hindu University, Varanasi, 221005, Uttar Pradesh, India.
| | - Anthony Worsley
- School of Exercise and Nutrition Sciences, Deakin University, Geelong, VIC, 3220, Australia
| | - Meg Bruening
- Department of Nutritional Sciences, College of Health and Human Development, The Pennsylvania State University, University Park, PA, 16802, USA
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Zegarra-Lizana PA, Ramos-Orosco EJ, Cisneros D, Flores E. Avoidant/Restrictive Food Intake Disorder in a Pediatric Obese Patient. Cureus 2024; 16:e76390. [PMID: 39867047 PMCID: PMC11762251 DOI: 10.7759/cureus.76390] [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] [Accepted: 12/25/2024] [Indexed: 01/28/2025] Open
Abstract
Avoidant/restrictive food intake disorder (ARFID) can present with limited food variety, intake, or aversions. The symptoms can manifest at any age and typically appear in the first few years of life. The prevalence of ARFID varies widely among clinical and non-clinical populations, and its diagnosis requires trained health professionals to ensure early detection and prevention of poor outcomes. A four-year-old boy developed an aversion to solid foods after a choking incident with chicken nuggets, fearing a recurrence. Pre-existing phobias and developmental delays compounded his selective eating. Despite a BMI percentile over the 99th percentile for his age (20.34 kg/m2), ARFID was diagnosed after a psychiatric referral, highlighting the intricate psychological aspect of pediatric feeding disorders. Patients with ARFID may exhibit unexpected weight variations, and nutritional deficiencies do not always appear with low body weight. Child obesity is a pressing US public health issue, affecting 19.7%, potentially leading to psychiatric comorbidities such as depression or anxiety. Health professionals require training to detect and prevent adverse outcomes. Understanding the mechanisms perpetuating ARFID and addressing mental health in this population are crucial aspects of daily practice.
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Affiliation(s)
| | - Elizabeth J Ramos-Orosco
- Pediatrics, Nationwide Children's Hospital, Columbus, USA
- Principles and Practice of Clinical Research, Executive and Continuing Education (ECPE) Harvard School of Public Health, Boston, USA
| | - Daniel Cisneros
- School of Medicine, Universidad Peruana de Ciencias Aplicadas, Lima, PER
| | - Efrain Flores
- Pediatrics, Dr. Efrain Flores Pediatrics, Bolingbrook, USA
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Rahi B, Rashid F, Sultana R, Benoit J, Parvez F, Khan K. Impact of Nutritional Minerals Biomarkers on Cognitive Performance Among Bangladeshi Rural Adolescents-A Pilot Study. Nutrients 2024; 16:3865. [PMID: 39599651 PMCID: PMC11597576 DOI: 10.3390/nu16223865] [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: 10/17/2024] [Revised: 11/05/2024] [Accepted: 11/09/2024] [Indexed: 11/29/2024] Open
Abstract
Background: Nutritional metals (NM) are essential for neurodevelopment and cognitive performance during growth. Nevertheless, epidemiological evidence regarding the associations between NM and brain function remains understudied, particularly among adolescents. Therefore, the objective of this pilot study was to examine the effects of NM biomarkers such as iron (Fe), selenium (Se), zinc (Zn), magnesium (Mg), and copper (Cu) on neurobehavioral functions among a group of rural Bangladeshi adolescents. Methodology: We conducted a cross-sectional study involving 105 adolescents aged 13-17 from Araihazar, Bangladesh. Cognitive function was assessed using the computer-based Behavioral Assessment and Research System (BARS), focusing attention, memory, and executive function, and blood NM levels (Fe, Se, Zn, Mg, and Cu) were measured. Associations between individual minerals, NM composite scores, and cognition were analyzed using multiple linear regressions. Results: This study included 47 boys and 58 girls with an average age of 15 years. Fe levels were correlated with Continuous Performance Test (CPT) latency (r = -0.42, p < 0.05) and Se levels correlated with Match-to-Sample (MTS) correct count (r = 0.32, p < 0.01). Linear regressions showed that Se was associated with MTS correct count (b = 0.02, 95%CI: 0.01, -0.04), reflecting visual memory, and Fe was associated with CPT latency (b = -0.68, 95%CI: -1.11, -0.26), reflecting improved attention. The same BARS measures were also significantly associated with the 3-NM composite score. Conclusions: Our findings suggest that NM, particularly Fe, Se, and NM mixtures, could play a crucial role in brain development and neurocognitive function during adolescence. Further studies will help design national public health policies and strategies to address and mitigate brain health deficiencies among adolescents.
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Affiliation(s)
- Berna Rahi
- Department of Human Sciences, College of Health Sciences, Sam Houston State University, Huntsville, TX 77341, USA
| | - Fahmida Rashid
- Department of Public Health, College of Health Sciences, Sam Houston State University, Huntsville, TX 77341, USA; (F.R.); (R.S.); (K.K.)
| | - Rasheda Sultana
- Department of Public Health, College of Health Sciences, Sam Houston State University, Huntsville, TX 77341, USA; (F.R.); (R.S.); (K.K.)
| | - Julia Benoit
- Texas Institute for Measurement, Evaluation, and Statistics, University of Houston, Houston, TX 77004, USA;
| | - Faruque Parvez
- Department of Environmental Health, Mailman School of Public Health, Columbia University, 722W, 168th St., New York, NY 10032, USA;
| | - Khalid Khan
- Department of Public Health, College of Health Sciences, Sam Houston State University, Huntsville, TX 77341, USA; (F.R.); (R.S.); (K.K.)
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Bui LT, Shadbegian R, Klemick H, Guignet D, Margolit R, Hoang A. How Effective Are Secondary Interventions at Improving Health Outcomes In Children Exposed to Lead in Early Childhood? REVIEW OF ENVIRONMENTAL ECONOMICS AND POLICY 2024; 18:261-278. [PMID: 39758815 PMCID: PMC11694895 DOI: 10.1086/730899] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/07/2025]
Abstract
Preventing childhood lead exposure has been at the forefront of environmental and public health policy in the United States for decades. When prevention fails and children are exposed to lead, secondary interventions are often used to mitigate the adverse effects. We review the literature on the effectiveness of secondary interventions used to treat children with elevated blood lead levels (BLL). We find that the literature is dominated by null and inconclusive findings about the effectiveness of secondary interventions on children's BLLs. Furthermore, few studies examine the effects of these interventions on the cognitive, behavioral, and other health outcomes that are the hallmarks of children's lead exposure and result in long-term labor market and economic consequences. This means that surprisingly little is known about whether secondary interventions mitigate or reverse the damage to children exposed to lead.
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Affiliation(s)
| | | | - Heather Klemick
- National Center for Environmental Economics, US Environmental Protection Agency
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Schneider E, O'Riordan KJ, Clarke G, Cryan JF. Feeding gut microbes to nourish the brain: unravelling the diet-microbiota-gut-brain axis. Nat Metab 2024; 6:1454-1478. [PMID: 39174768 DOI: 10.1038/s42255-024-01108-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Accepted: 07/15/2024] [Indexed: 08/24/2024]
Abstract
The prevalence of brain disorders, including stress-related neuropsychiatric disorders and conditions with cognitive dysfunction, is rising. Poor dietary habits contribute substantially to this accelerating trend. Conversely, healthy dietary intake supports mood and cognitive performance. Recently, the communication between the microorganisms within the gastrointestinal tract and the brain along the gut-brain axis has gained prominence as a potential tractable target to modulate brain health. The composition and function of the gut microbiota is robustly influenced by dietary factors to alter gut-brain signalling. To reflect this interconnection between diet, gut microbiota and brain functioning, we propose that a diet-microbiota-gut-brain axis exists that underpins health and well-being. In this Review, we provide a comprehensive overview of the interplay between diet and gut microbiota composition and function and the implications for cognition and emotional functioning. Important diet-induced effects on the gut microbiota for the development, prevention and maintenance of neuropsychiatric disorders are described. The diet-microbiota-gut-brain axis represents an uncharted frontier for brain health diagnostics and therapeutics across the lifespan.
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Affiliation(s)
| | | | - Gerard Clarke
- APC Microbiome Ireland, University College Cork, Cork, Ireland
- Department of Psychiatry and Neurobehavioural Science, University College Cork, Cork, Ireland
| | - John F Cryan
- APC Microbiome Ireland, University College Cork, Cork, Ireland.
- Department of Anatomy and Neuroscience, University College Cork, Cork, Ireland.
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Mutumba R, Pesu H, Mbabazi J, Greibe E, Nexo E, Olsen MF, Briend A, Mølgaard C, Michaelsen KF, Ritz C, Filteau S, Mupere E, Friis H, Grenov B. Effect of lipid-based nutrient supplements on micronutrient status and hemoglobin among children with stunting: secondary analysis of a randomized controlled trial in Uganda. Am J Clin Nutr 2024; 119:829-837. [PMID: 38278366 DOI: 10.1016/j.ajcnut.2024.01.018] [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: 08/23/2023] [Revised: 01/08/2024] [Accepted: 01/23/2024] [Indexed: 01/28/2024] Open
Abstract
BACKGROUND Micronutrient deficiencies and anemia are widespread among children with stunting. OBJECTIVES We assessed the effects of lipid-based nutrient supplements (LNS) containing milk protein (MP) and/or whey permeate (WP) on micronutrient status and hemoglobin (Hb) among children with stunting. METHODS This was a secondary analysis of a randomized controlled trial. Children aged 12-59 mo with stunting were randomly assigned to LNS (100 g/d) with milk or soy protein and WP or maltodextrin for 12 wk, or no supplement. Hb, serum ferritin (S-FE), serum soluble transferrin receptor (S-TfR), plasma cobalamin (P-Cob), plasma methylmalonic acid (P-MMA), plasma folate (P-Fol), and serum retinol-binding protein (S-RBP) were measured at inclusion and at 12 wk. Data were analyzed using linear and logistic mixed-effects models. RESULTS Among 750 children, with mean age ± SD of 32 ± 11.7 mo, 45% (n = 338) were female and 98% (n = 736) completed follow-up. LNS, compared with no supplementation, resulted in 43% [95% confidence interval (CI): 28, 60] greater increase in S-FE corrected for inflammation (S-FEci), 2.4 (95% CI: 1.2, 3.5) mg/L greater decline in S-TfR, 138 (95% CI: 111, 164) pmol/L greater increase in P-Cob, 33% (95% CI: 27, 39) reduction in P-MMA, and 8.5 (95% CI: 6.6, 10.3) nmol/L greater increase in P-Fol. There was no effect of LNS on S-RBP. Lactation modified the effect of LNS on markers of cobalamin status, reflecting improved status among nonbreastfed and no effects among breastfed children. LNS increased Hb by 3.8 (95% CI: 1.7, 6.0) g/L and reduced the odds of anemia by 55% (odds ratio: 0.45, 95% CI: 0.29, 0.70). MP compared with soy protein increased S-FEci by 14% (95% CI: 3, 26). CONCLUSIONS LNS supplementation increases Hb and improves iron, cobalamin, and folate status, but not vitamin A status among children with stunting. LNS should be considered for children with stunting. This trial was registered at ISRCTN as 13093195.
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Affiliation(s)
- Rolland Mutumba
- Department of Nutrition, Exercise and Sports, University of Copenhagen, Copenhagen, Denmark; Department of Pediatrics and Child Health, School of Medicine, College of Health Sciences, Makerere University, Kampala, Uganda
| | - Hannah Pesu
- Department of Nutrition, Exercise and Sports, University of Copenhagen, Copenhagen, Denmark
| | - Joseph Mbabazi
- Department of Nutrition, Exercise and Sports, University of Copenhagen, Copenhagen, Denmark; Department of Pediatrics and Child Health, School of Medicine, College of Health Sciences, Makerere University, Kampala, Uganda
| | - Eva Greibe
- Department of Clinical Biochemistry, Aarhus University Hospital, Aarhus, Denmark
| | - Ebba Nexo
- Department of Clinical Biochemistry, Aarhus University Hospital, Aarhus, Denmark
| | - Mette F Olsen
- Department of Nutrition, Exercise and Sports, University of Copenhagen, Copenhagen, Denmark; Department of Infectious Diseases, Rigshospitalet, Copenhagen, Denmark
| | - André Briend
- Department of Nutrition, Exercise and Sports, University of Copenhagen, Copenhagen, Denmark; Tampere Center for Child, Adolescent and Maternal Health Research, Faculty of Medicine and Health Technology, Tampere University and Tampere University Hospital, Tampere, Finland
| | - Christian Mølgaard
- Department of Nutrition, Exercise and Sports, University of Copenhagen, Copenhagen, Denmark
| | - Kim F Michaelsen
- Department of Nutrition, Exercise and Sports, University of Copenhagen, Copenhagen, Denmark
| | - Christian Ritz
- National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark
| | - Suzanne Filteau
- Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Ezekiel Mupere
- Department of Pediatrics and Child Health, School of Medicine, College of Health Sciences, Makerere University, Kampala, Uganda
| | - Henrik Friis
- Department of Nutrition, Exercise and Sports, University of Copenhagen, Copenhagen, Denmark
| | - Benedikte Grenov
- Department of Nutrition, Exercise and Sports, University of Copenhagen, Copenhagen, Denmark.
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Kim N, Parolin B, Renshaw D, Deb SK, Zariwala MG. Formulated Palmitoylethanolamide Supplementation Improves Parameters of Cognitive Function and BDNF Levels in Young, Healthy Adults: A Randomised Cross-Over Trial. Nutrients 2024; 16:489. [PMID: 38398813 PMCID: PMC10891801 DOI: 10.3390/nu16040489] [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: 12/29/2023] [Revised: 02/01/2024] [Accepted: 02/05/2024] [Indexed: 02/25/2024] Open
Abstract
BACKGROUND Palmitoylethanolamide (PEA) is an endocannabinoid-like lipid mediator which is naturally produced in the body and found in certain foods. The aim of this study was to assess the effect of a bioavailable formulated form of PEA (Levagen+®) on serum BDNF levels and parameters of cognitive function in healthy adults. METHODS A randomised double-blinded placebo-controlled cross-over trial was implemented to measure the effects of a 6-week 700 mg/day course of formulated PEA supplementation versus a placebo. Participants (n = 39) completed pre- and post-assessments of a lab-based cognitive test. Serum samples were collected to measure BDNF concentrations using an immunoassay. RESULTS A significant increase in serum BDNF levels was found following PEA supplementation compared with the placebo (p = 0. 0057, d = 0.62). The cognition test battery demonstrated improved memory with PEA supplementation through better first success (p = 0.142, d = 0.54) and fewer errors (p = 0.0287; d = -0.47) on the Paired Associates Learning test. CONCLUSION This was the first study to report a direct beneficial effect of Levagen+® PEA supplementation on memory improvement as well as corresponding increases in circulating neurotrophic marker levels. This suggests that formulated PEA holds promise as an innovative and practical intervention for cognitive health enhancement.
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Affiliation(s)
- Nadia Kim
- Centre for Nutraceuticals, University of Westminster, London W1W6 UW, UK (S.K.D.)
| | - Brenda Parolin
- Centre for Nutraceuticals, University of Westminster, London W1W6 UW, UK (S.K.D.)
| | - Derek Renshaw
- Centre for Health and Life Sciences (CHLS), Coventry University, Coventry CV1 5FB, UK;
| | - Sanjoy K. Deb
- Centre for Nutraceuticals, University of Westminster, London W1W6 UW, UK (S.K.D.)
- Cambridge Centre for Sport and Exercise Sciences, Anglia Ruskin University, Cambridge CB1 1PT, UK
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Parolisi S, Montanari C, Borghi E, Cazzorla C, Zuvadelli J, Tosi M, Barone R, Bensi G, Bonfanti C, Dionisi Vici C, Biasucci G, Burlina A, Carbone MT, Verduci E. Possible role of tryptophan metabolism along the microbiota-gut-brain axis on cognitive & behavioral aspects in Phenylketonuria. Pharmacol Res 2023; 197:106952. [PMID: 37804926 DOI: 10.1016/j.phrs.2023.106952] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 10/01/2023] [Accepted: 10/04/2023] [Indexed: 10/09/2023]
Abstract
Cognitive and psychiatric disorders are well documented across the lifetime of patients with inborn errors of metabolism (IEMs). Gut microbiota impacts behavior and cognitive functions through the gut-brain axis (GBA). According to recent research, a broad spectrum of GBA disorders may be influenced by a perturbed Tryptophan (Trp) metabolism and are associated with alterations in composition or function of the gut microbiota. Furthermore, early-life diets may influence children's neurodevelopment and cognitive deficits in adulthood. In Phenylketonuria (PKU), since the main therapeutic intervention is based on a life-long restrictive diet, important alterations of gut microbiota have been observed. Studies on PKU highlight the impact of alterations of gut microbiota on the central nervous system (CNS), also investigating the involvement of metabolic pathways, such as Trp and kynurenine (KYN) metabolisms, involved in numerous neurodegenerative disorders. An alteration of Trp metabolism with an imbalance of the KYN pathway towards the production of neurotoxic metabolites implicated in numerous neurodegenerative and inflammatory diseases has been observed in PKU patients supplemented with Phe-free amino acid medical foods (AA-MF). The present review investigates the possible link between gut microbiota and the brain in IEMs, focusing on Trp metabolism in PKU. Considering the evidence collected, cognitive and behavioral well-being should always be monitored in routine IEMs clinical management. Further studies are required to evaluate the possible impact of Trp metabolism, through gut microbiota, on cognitive and behavioral functions in IEMs, to identify innovative dietetic strategies and improve quality of life and mental health of these patients.
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Affiliation(s)
- Sara Parolisi
- UOSD Metabolic Diseases, AORN Santobono-Pausilipon, Naples, Italy
| | - Chiara Montanari
- Department of Pediatrics, Vittore Buzzi Children's Hospital, University of Milan, Milan, Italy; Department of Biomedical and Clinical Sciences, University of Milan, Milan, Italy
| | - Elisa Borghi
- Department of Health Science, University of Milan, Milan, Italy
| | - Chiara Cazzorla
- Division of Inherited Metabolic Diseases, DIDAS Department of Diagnostic Services, University Hospital, Padua, Italy
| | - Juri Zuvadelli
- Clinical Department of Pediatrics, San Paolo Hospital, ASST Santi Paolo e Carlo, Milan, Italy
| | - Martina Tosi
- Department of Pediatrics, Vittore Buzzi Children's Hospital, University of Milan, Milan, Italy; Department of Health Science, University of Milan, Milan, Italy
| | - Rita Barone
- Child Neuropsychiatry Unit, Department of Clinical and Experimental Medicine, AOU Policlinico "G.Rodolico-San Marco", University of Catania, Catania, Italy
| | - Giulia Bensi
- Paediatrics & Neonatology Unit, Guglielmo da Saliceto Hospital, Piacenza, Italy
| | - Cristina Bonfanti
- Rare metabolic disease unit, Pediatric Department, San Gerardo Hospital, Monza, Italy
| | | | - Giacomo Biasucci
- Paediatrics & Neonatology Unit, Guglielmo da Saliceto Hospital, Piacenza, Italy
| | - Alberto Burlina
- Division of Inherited Metabolic Diseases, DIDAS Department of Diagnostic Services, University Hospital, Padua, Italy
| | - Maria T Carbone
- UOSD Metabolic Diseases, AORN Santobono-Pausilipon, Naples, Italy
| | - Elvira Verduci
- Department of Pediatrics, Vittore Buzzi Children's Hospital, University of Milan, Milan, Italy; Department of Health Science, University of Milan, Milan, Italy.
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Godebo TR, Jeuland M, Tekle-Haimanot R, Alemayehu B, Shankar A, Wolfe A, Phan N. Association between fluoride exposure in drinking water and cognitive deficits in children: A pilot study. Neurotoxicol Teratol 2023; 100:107293. [PMID: 37690675 DOI: 10.1016/j.ntt.2023.107293] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2023] [Revised: 09/04/2023] [Accepted: 09/07/2023] [Indexed: 09/12/2023]
Abstract
Fluoride (F) exposure in drinking water may lead to reduced cognitive function among children; however, findings largely remain inconclusive. In this pilot study, we examined associations between a range of chronic F exposures (low to high: 0.4 to 15.5 mg/L) in drinking water and cognition in school-aged children (5-14 years, n = 74) in rural Ethiopia. Fluoride exposure was determined from samples of community-based drinking water wells and urine. Cognitive performance was measured using: 1) assessments of ability to draw familiar objects (donkey, house, and person), and 2) a validated Cambridge Neuropsychological Test Automated Battery's (CANTAB) Paired Associate Learning (PAL), which examines memory and new learning and is closely associated with hippocampus function of the brain. Associations between F and cognitive outcomes were evaluated using regression analysis, adjusting for demographic, health status, and other covariates. The median (range) of water and urine F levels was 7.6 (0.4-15.5 mg/L) and 6.3 (0.5-15.7 mg/L), respectively; these measures were strongly correlated (r = 0.74), indicating that water is the primary source of F exposure. Fluoride in drinking water was negatively associated with cognitive function, measured by both drawing and CANTAB test performance. Inverse relationships were also found between F and drawing objects task scores, after adjusting for covariates (p < 0.05). Further analysis using CANTAB PAL tasks in the children confirmed that F level in drinking water was positively associated with the number of errors made by children (p < 0.01), also after adjusting for covariates (p < 0.05). This association between water F and total errors made became markedly stronger as PAL task difficulty increased. Fluoride exposure was also inversely associated with other PAL tasksthe number of patterns reached, first attempt memory score and mean errors to success. These findings provide supportive evidence that high F exposures may be associated with cognitive deficits in children. Additional well-designed studies are critically needed to establish the neurotoxicity of F in children and adults exposed to both low levels known to protect dental caries, as well as excess F levels in drinking water.
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Affiliation(s)
- Tewodros Rango Godebo
- Department of Environmental Health Sciences, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA 70112, USA.
| | - Marc Jeuland
- Sanford School of Public Policy and Duke Global Health Institute, Duke University, Durham, NC, 27708, USA
| | - Redda Tekle-Haimanot
- Addis Ababa University, School of Medicine, Department of Neurology, Addis Ababa, Ethiopia
| | - Biniyam Alemayehu
- Addis Ababa University, School of Medicine, Department of Neurology, Addis Ababa, Ethiopia
| | - Arti Shankar
- Department of Biostatistics and Data Science, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA 70112, USA
| | - Amy Wolfe
- University of Kentucky, Kentucky Geological Survey, Lexington, KY, 40506, USA
| | - Nati Phan
- Department of Environmental Health Sciences, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA 70112, USA
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Gutema BT, Sorrie MB, Megersa ND, Yesera GE, Yeshitila YG, Pauwels NS, De Henauw S, Abbeddou S. Effects of iron supplementation on cognitive development in school-age children: Systematic review and meta-analysis. PLoS One 2023; 18:e0287703. [PMID: 37368919 DOI: 10.1371/journal.pone.0287703] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Accepted: 06/09/2023] [Indexed: 06/29/2023] Open
Abstract
BACKGROUND Iron deficiency is negatively associated with children's cognitive development. Evidence showed that iron supplementation improves cognitive development. Nearly 50% of anemia is caused by iron deficiency. Anemia affects more school-age children, at an age where their brain development continues. The aim of this systematic review and meta-analysis is to review the evidence from published randomized controlled trials to evaluate the effects of iron supplementation on cognitive development and function among school-age children. METHOD Five databases including MEDLINE, EMBASE, Scopus, Web of Science and CENTRAL were used to search for articles on April 20th, 2021. The search was reconducted on October 13th, 2022 to retrieve new records. Studies were eligible if they included school children 6-12 years of age, were randomized controlled trials, and if they tested iron supplementation and measured cognitive development. RESULT Thirteen articles were included in the systematic review. Overall, iron supplementation significantly improved intelligence (standardized mean difference, 95% confidence interval) (SMD 0.46, 95%CI: 0.19, 0.73, P<0.001), attention and concentration (SMD 0.44, 95%CI: 0.07, 0.81, P = 0.02) and memory (SMD 0.44, 95%CI: 0.21, 0.67, P <0.001) of school-age children. There was no significant effect of iron supplementation on school achievement of school-age children (SMD 0.06, 95%CI: -0.15, 0.26, P = 0.56). In a subgroup analysis, iron-supplemented children who were anemic at baseline had had better outcomes of intelligence (SMD 0.79, 95%CI: 0.41, 1.16, P = 0.001) and memory (SMD 0.47, 95%CI: 0.13, 0.81; P = 0.006). CONCLUSION Iron supplementation has a significant positive effect on the intelligence, attention and concentration, and the memory of school-age children but there was no evidence on the effect of iron supplementation on their school achievement.
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Affiliation(s)
- Befikadu Tariku Gutema
- School of Public Health, Arba Minch University, Arba Minch, Ethiopia
- Public Health Nutrition Unit, Department of Public Health and Primary Care, Ghent University, Ghent, Belgium
| | | | | | | | | | - Nele S Pauwels
- Knowledge Centre for Health Ghent, Ghent University Hospital, Ghent, Belgium
| | - Stefaan De Henauw
- Public Health Nutrition Unit, Department of Public Health and Primary Care, Ghent University, Ghent, Belgium
| | - Souheila Abbeddou
- Public Health Nutrition Unit, Department of Public Health and Primary Care, Ghent University, Ghent, Belgium
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12
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Apte A, Pahan J. Transdermal delivery of micronutrients through fortified body oil and cosmetics: a potential roadmap for future scale up. Front Public Health 2023; 11:1136912. [PMID: 37408747 PMCID: PMC10318147 DOI: 10.3389/fpubh.2023.1136912] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Accepted: 06/02/2023] [Indexed: 07/07/2023] Open
Affiliation(s)
- Aditi Apte
- Vadu Rural Health Program, King Edward Memorial (KEM) Hospital Research Centre, Pune, India
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Mou Y, Blok E, Barroso M, Jansen PW, White T, Voortman T. Dietary patterns, brain morphology and cognitive performance in children: Results from a prospective population-based study. Eur J Epidemiol 2023:10.1007/s10654-023-01012-5. [PMID: 37155025 DOI: 10.1007/s10654-023-01012-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Accepted: 04/18/2023] [Indexed: 05/10/2023]
Abstract
Dietary patterns in childhood have been associated with child neurodevelopment and cognitive performance, while the underlying neurobiological pathway is unclear. We aimed to examine associations of dietary patterns in infancy and mid-childhood with pre-adolescent brain morphology, and whether diet-related differences in brain morphology mediate the relation with cognition. We included 1888 and 2326 children with dietary data at age one or eight years, respectively, and structural neuroimaging at age 10 years in the Generation R Study. Measures of brain morphology were obtained using magnetic resonance imaging. Dietary intake was assessed using food-frequency questionnaires, from which we derived diet quality scores based on dietary guidelines and dietary patterns using principal component analyses. Full scale IQ was estimated using the Wechsler Intelligence Scale for Children-Fifth Edition at age 13 years. Children with higher adherence to a dietary pattern labeled as 'Snack, processed foods and sugar' at age one year had smaller cerebral white matter volume at age 10 (B = -4.3, 95%CI -6.9, -1.7). At age eight years, higher adherence to a 'Whole grains, soft fats and dairy' pattern was associated with a larger total brain (B = 8.9, 95%CI 4.5, 13.3), and larger cerebral gray matter volumes at age 10 (B = 5.2, 95%CI 2.9, 7.5). Children with higher diet quality and better adherence to a 'Whole grains, soft fats and dairy' dietary pattern at age eight showed greater brain gyrification and larger surface area, clustered primarily in the dorsolateral prefrontal cortex. These observed differences in brain morphology mediated associations between dietary patterns and IQ. In conclusion, dietary patterns in early- and mid-childhood are associated with differences in brain morphology which may explain the relation between dietary patterns and neurodevelopment in children.
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Affiliation(s)
- Yuchan Mou
- Department of Epidemiology, Erasmus MC, University Medical Center, Rotterdam, the Netherlands
- The Generation R Study Group, Erasmus MC, University Medical Center, Rotterdam, the Netherlands
| | - Elisabet Blok
- The Generation R Study Group, Erasmus MC, University Medical Center, Rotterdam, the Netherlands
- Department of Child and Adolescent Psychiatry/Psychology, Erasmus MC, University Medical Center, Rotterdam, the Netherlands
| | - Monica Barroso
- Department of Epidemiology, Erasmus MC, University Medical Center, Rotterdam, the Netherlands
| | - Pauline W Jansen
- Department of Child and Adolescent Psychiatry/Psychology, Erasmus MC, University Medical Center, Rotterdam, the Netherlands
- Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, Rotterdam, the Netherlands
| | - Tonya White
- Department of Child and Adolescent Psychiatry/Psychology, Erasmus MC, University Medical Center, Rotterdam, the Netherlands
- Department of Radiology and Nuclear Medicine, Erasmus MC, University Medical Center, Rotterdam, the Netherlands
- Section on Social and Cognitive Developmental Neuroscience, National Institutes of Mental Health, Bethesda, MD, USA
| | - Trudy Voortman
- Department of Epidemiology, Erasmus MC, University Medical Center, Rotterdam, the Netherlands.
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Lowe NM, Qualter P, Sinclair JK, Gupta S, Zaman M. School Feeding to Improve Cognitive Performance in Disadvantaged Children: A 3-Arm Parallel Controlled Trial in Northwest Pakistan. Nutrients 2023; 15:nu15071768. [PMID: 37049608 PMCID: PMC10097018 DOI: 10.3390/nu15071768] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Revised: 03/28/2023] [Accepted: 03/31/2023] [Indexed: 04/08/2023] Open
Abstract
Malnutrition is associated with reduced learning aptitude and growth during childhood. We examined the impact of providing two school lunch variants, a standard school meal (school feeding, n = 70), or the standard meal with additional micronutrients (school feeding + micronutrient powder (MNP), n = 70), in children attending two schools in northwest Pakistan. A third local government school, where no lunch was provided (no school feeding, n = 70), served as the control. The primary outcome, cognitive function, was assessed using the Raven’s Coloured Progressive Matrices (RCPM) test, alongside haemoglobin, at three-time points: T1 (baseline, before the initiation of the school lunch programme), T2 and T3 (5 and 12 months, respectively, after the introduction of the school lunch). Data were analysed using linear mixed-effects models to contrast between trial groups, the changes from T1 to T2 and T3. Adjusted for T1 and other co-variates, improvements in the RCPM scores were significantly greater in the school feeding group at T2 (b = 1.61, (95% CI = 0.71–2.52), t = 3.52, p = 0.001) and T3 (b = 1.28, (95% CI = 0.22–2.35), t = 2.38, p = 0.019) compared with no school feeding. In addition, at T2 (b = 1.63, (95% CI = −0.10–3.37), t = 1.86, p = 0.065), there were no significant differences between school feeding + MNP and no school feeding groups. However, improvements in the RCPM scores were significantly greater in the school feeding + MNP group at T3 (b = 2.35, (95% CI = 0.51–4.20), t = 2.53, p = 0.013) compared with no school feeding. The findings indicate an improvement in cognitive performance in children who received a school meal with and without MNP, over a 12-month period. Currently there is no operational school feeding programme at the national or provincial level in Pakistan. Our findings, therefore, highlight the need for school feeding programmes to improve learning opportunities for children from underprivileged communities.
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Affiliation(s)
- Nicola M. Lowe
- Centre for Global Development, University of Central Lancashire, Preston PR1 2HE, UK
| | - Pamela Qualter
- Institute of Education, School of Environment, Education and Development, University of Manchester, Manchester M13 9PL, UK
| | - Jonathan K. Sinclair
- Centre for Global Development, University of Central Lancashire, Preston PR1 2HE, UK
| | - Swarnim Gupta
- Centre for Global Development, University of Central Lancashire, Preston PR1 2HE, UK
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15
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Macronutrient intake during infancy and neurodevelopment in preschool children from the EDEN mother-child cohort. Eur J Clin Nutr 2023:10.1038/s41430-023-01273-z. [PMID: 36806783 DOI: 10.1038/s41430-023-01273-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Revised: 01/26/2023] [Accepted: 01/27/2023] [Indexed: 02/22/2023]
Abstract
BACKGROUND Although the deleterious effect of micronutrient deficiency at sensitive periods on neurodevelopment is well established, the potential influence of macronutrient intake on early life neurodevelopment of healthy term infants has been seldomly studied. We aimed to explore whether macronutrient intake at 12 months was related to neurodevelopmental scores in preschool children. METHODS Analyses were based on data from the EDEN mother-child cohort. Macronutrient intake was assessed by 3-day food records at 12 months of age. Neurodevelopment was assessed at 3 years using the French version of the Ages and Stages Questionnaire (ASQ) (n = 914), and at 5-6 years, using the French version of the Wechsler Preschool and Primary Scale of Intelligence-Third Edition (n = 785). An association between macronutrient intake and neurodevelopmental scores were analysed by multivariable linear regression for 3-year Full Score ASQ or 5-6-year intelligence quotient scores and multivariable logistic regression for 3-year ASQ subdomains. RESULTS Macronutrient intake in infancy was not associated with neurodevelopmental scores in preschool children. No association was found between PUFA intake and overall neurodevelopmental scores, after accounting for multiple testing. CONCLUSION In the present study, macronutrient intake at one year did not appear to influence the child's cognitive ability at 3 and 5-6 years. Further studies are needed to clarify the relationship between early fatty acid intake and neurodevelopment.
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Chen Z, Yang H, Wang D, Sudfeld CR, Zhao A, Xin Y, Chen JC, Fawzi WW, Xing Y, Li Z. Effect of Oral Iron Supplementation on Cognitive Function among Children and Adolescents in Low- and Middle-Income Countries: A Systematic Review and Meta-Analysis. Nutrients 2022; 14:5332. [PMID: 36558491 PMCID: PMC9783508 DOI: 10.3390/nu14245332] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Revised: 12/07/2022] [Accepted: 12/12/2022] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND There is abundant evidence showing that iron deficiency is closely linked with delayed brain development, worse school performance, and behavioral abnormalities. However, evidence on the impact of iron supplementation among children and adolescents in low- and middle-income countries (LMICs) has been inconsistent. This study aims to examine the effect of oral iron supplementation on cognitive function among children and adolescents in LMICs. METHODS A systematic review and meta-analysis was conducted to examine the impact of iron supplementation on cognitive function (including intelligence, attention, short-term memory, long-term memory, and school performance) among children and adolescents aged 5 to 19. We searched PubMed, Embase, Web of Science, CINAHL, and references of related articles published from the inception of the databases to 1 May 2022. Random-effects pooled standardized mean difference (SMD) with 95% confidence intervals (CIs) were calculated to estimate the effect of iron supplementation on cognitive function. We also investigated the heterogeneity of the effects using subgroup and meta-regression analyses. This review was registered with PROSPERO (CRD42020179064). RESULTS Nine studies with 1196 individual participants from five countries were identified and included. Iron had a positive impact on intelligence test scores among children and adolescents (SMD = 0.47, 95% confidence interval [CI]: 0.10, 0.83). Meta-regression showed that the intelligence test scores improved with increasing the iron supplement dose (odds ratio [CI] = 1.02, 95% CI: 1.00, 1.04). There were no significant effects on attention, short-term memory, long-term memory, or school performance. CONCLUSIONS Oral iron intake can improve the intelligence test scores of children and adolescents in LMICs and should be considered for future nutritional interventions.
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Affiliation(s)
- Zekun Chen
- Vanke School of Public Health, Tsinghua University, Beijing 100084, China
| | - Huanhuan Yang
- Vanke School of Public Health, Tsinghua University, Beijing 100084, China
| | - Dongqing Wang
- Department of Global Health and Population, Department of Nutrition, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA 02115, USA
| | - Christopher R. Sudfeld
- Department of Global Health and Population, Department of Nutrition, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA 02115, USA
| | - Ai Zhao
- Vanke School of Public Health, Tsinghua University, Beijing 100084, China
| | - Yiqian Xin
- Duke Global Health Institute, Duke University, Durham, NC 27705, USA
| | - Jiawen Carmen Chen
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
| | - Wafaie W. Fawzi
- Department of Global Health and Population, Department of Nutrition, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA 02115, USA
| | - Yan Xing
- Department of Pediatrics, Peking University Third Hospital, Beijing 100191, China
| | - Zhihui Li
- Vanke School of Public Health, Tsinghua University, Beijing 100084, China
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17
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Association between Elevated Iodine Intake and IQ among School Children in Portugal. Nutrients 2022; 14:nu14214493. [PMID: 36364754 PMCID: PMC9657725 DOI: 10.3390/nu14214493] [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: 09/10/2022] [Revised: 10/05/2022] [Accepted: 10/18/2022] [Indexed: 11/23/2022] Open
Abstract
The goal of this work was to examine whether elevated iodine intake was associated with adverse effects on IQ among school-age children in Portugal. In a representative sample of children from the north of the country, IQ percentiles by age (assessed with Raven’s Colored Progressive Matrices) were dichotomized to <50 (“below-average” IQs) and ≥50. Morning urine iodine concentrations, corrected for creatinine, were dichotomized to <250 µg/g and ≥250 µg/g, according to the European Commission/Scientific Committee on Food’s tolerable upper level of daily iodine intake for young children. Data were examined with Chi-square tests, logistic regression, and GLM univariate analysis. The sample (N = 1965) was classified as generally iodine-adequate (median urinary iodine concentration = 129 µg/L; median iodine-to-creatinine ratio = 126 µg/g) according to the WHO’s criteria. A greater proportion of children in the ≥250 µg/g group had below-average IQs, compared to children with less than 250 µg/g (p = 0.037), despite a sizable (though non-significant) proportion of children in the less-than-250 µg/g group also presenting below-average IQs, at the bottom of the iodine distribution (<50 µg/g). The proportion of below-average IQs increased with increasingly elevated iodine concentrations (p = 0.047). The association remained significant after the adjustment for confounders, with the elevated iodine group showing increased odds of having below-average IQs when compared with the non-elevated iodine group (OR 1.55; 95% CI 1.11−2.17; p = 0.011). Consistently, the former group presented a lower mean IQ than the latter (p = 0.006). High iodine intake was associated with lower IQs even in a population classified as iodine-adequate. These results bear on child cognition and on initiatives involving iodine supplementation.
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Marinoni M, Giordani E, Mosconi C, Rosolen V, Concina F, Fiori F, Carletti C, Knowles A, Pani P, Bin M, Ronfani L, Ferraroni M, Barbone F, Parpinel M, Edefonti V. Are Dietary Patterns Related to Cognitive Performance in 7-Year-Old Children? Evidence from a Birth Cohort in Friuli Venezia Giulia, Italy. Nutrients 2022; 14:nu14194168. [PMID: 36235820 PMCID: PMC9571625 DOI: 10.3390/nu14194168] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Revised: 09/30/2022] [Accepted: 10/04/2022] [Indexed: 11/07/2022] Open
Abstract
Research from different sources supports a link between nutrition and neurodevelopment, but evidence is still sparse regarding the relationship between a posteriori dietary patterns (DPs) and cognitive performance in school-aged children. Within the Northern Adriatic Cohort II, Friuli Venezia Giulia, Italy, 379 7-year-old children were cross-sectionally evaluated. Dietary patterns were identified through a principal component factor analysis based on 37 nutrients from children’s 3-day dietary records. The Wechsler Intelligence Scale of Children (WISC-IV) test provided measures of cognitive performance, including the full-scale intelligence quotient (FSIQ) and single index scores. Each DP was related to FSIQ or single index scores through multiple robust linear regression models. We identified five DPs named “Dairy Products”, “Plant-based Foods”, “Fats”, “Meat and Potatoes”, and “Seafood” (63% of variance explained). After adjustment, no significant relationship was observed with the FSIQ score; positive associations were found between the “Seafood” DP and Verbal Comprehension Index or Perceptual Reasoning Index. The “Meat and Potatoes” and “Dairy Products” DPs were inversely associated with the Verbal Comprehension Index and Processing Speed Index scores, respectively. In the absence of a relation with the overall FSIQ score, single DPs might influence specific cognitive functions, including verbal and reasoning abilities, as targeted by single indexes, in the expected direction.
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Affiliation(s)
- Michela Marinoni
- Department of Medicine—DAME, University of Udine, Via Colugna 50, 33100 Udine, Italy
- Correspondence: ; Tel.: +39-0432-559601
| | - Elisa Giordani
- Department of Medicine—DAME, University of Udine, Via Colugna 50, 33100 Udine, Italy
| | - Cedric Mosconi
- Branch of Medical Statistics, Biometry, and Epidemiology “G.A. Maccacaro”, Department of Clinical Sciences and Community Health, Università degli Studi di Milano, Via Celoria 22, 20133 Milan, Italy
| | - Valentina Rosolen
- Institute for Maternal and Child Health, IRCCS “Burlo Garofolo”, Via dell’Istria 65/1, 34137 Trieste, Italy
| | - Federica Concina
- Institute for Maternal and Child Health, IRCCS “Burlo Garofolo”, Via dell’Istria 65/1, 34137 Trieste, Italy
| | - Federica Fiori
- Department of Medicine—DAME, University of Udine, Via Colugna 50, 33100 Udine, Italy
| | - Claudia Carletti
- Institute for Maternal and Child Health, IRCCS “Burlo Garofolo”, Via dell’Istria 65/1, 34137 Trieste, Italy
| | - Alessandra Knowles
- Institute for Maternal and Child Health, IRCCS “Burlo Garofolo”, Via dell’Istria 65/1, 34137 Trieste, Italy
| | - Paola Pani
- Institute for Maternal and Child Health, IRCCS “Burlo Garofolo”, Via dell’Istria 65/1, 34137 Trieste, Italy
| | - Maura Bin
- Institute for Maternal and Child Health, IRCCS “Burlo Garofolo”, Via dell’Istria 65/1, 34137 Trieste, Italy
| | - Luca Ronfani
- Institute for Maternal and Child Health, IRCCS “Burlo Garofolo”, Via dell’Istria 65/1, 34137 Trieste, Italy
| | - Monica Ferraroni
- Branch of Medical Statistics, Biometry, and Epidemiology “G.A. Maccacaro”, Department of Clinical Sciences and Community Health, Università degli Studi di Milano, Via Celoria 22, 20133 Milan, Italy
- Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Via Francesco Sforza 35, 20122 Milan, Italy
| | - Fabio Barbone
- Department of Medicine—DAME, University of Udine, Via Colugna 50, 33100 Udine, Italy
- Institute of Hygiene and Clinical Epidemiology, Azienda Sanitaria Universitaria Friuli Centrale, Via Colugna 50, 33100 Udine, Italy
| | - Maria Parpinel
- Department of Medicine—DAME, University of Udine, Via Colugna 50, 33100 Udine, Italy
| | - Valeria Edefonti
- Branch of Medical Statistics, Biometry, and Epidemiology “G.A. Maccacaro”, Department of Clinical Sciences and Community Health, Università degli Studi di Milano, Via Celoria 22, 20133 Milan, Italy
- Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Via Francesco Sforza 35, 20122 Milan, Italy
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Thorp JG, Mitchell BL, Gerring ZF, Ong JS, Gharahkhani P, Derks EM, Lupton MK. Genetic evidence that the causal association of educational attainment with reduced risk of Alzheimer's disease is driven by intelligence. Neurobiol Aging 2022; 119:127-135. [DOI: 10.1016/j.neurobiolaging.2022.07.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2022] [Revised: 07/23/2022] [Accepted: 07/27/2022] [Indexed: 10/31/2022]
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Hammersley ML, Buchanan L, Xu H, Wen LM. Early Childhood Dietary Intake and Subsequent Socioemotional and Cognitive School Readiness Among Australian Children. HEALTH EDUCATION & BEHAVIOR 2022; 49:10901981221096100. [PMID: 35668635 DOI: 10.1177/10901981221096100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Dietary intake can affect the physical, cognitive, and socioemotional development of young children. Few studies have explored the relationships between dietary intake and the cognitive and socioemotional dimensions of school readiness. This study aimed to investigate the longitudinal associations between children's dietary intake in early childhood, and cognitive and socioemotional school readiness indicators at age 4-5 years using data from the Longitudinal Study of Australian Children. A total of 4,253 children were included in the analysis. Multiple linear regression models were built to investigate whether dietary intake (measured by questionnaire at parent interview) at age 2-3 years predicted school readiness indicators of socioemotional and behavioral functioning (measured by parent-reported Strengths and Difficulties Questionnaire [SDQ total score and pro-social scale]), verbal (assessed by Peabody Picture Vocabulary Test-Third Edition [PPVT-III]) and nonverbal (assessed by "Who Am I" test [WAI] cognitive skills) at age 4-5 years. Furthermore, using cross-sectional data at age 4-5 years, four multiple linear regression models were built to investigate if dietary intake was correlated with the aforementioned school readiness indicators. All models were adjusted for potential confounders. It was found that every one-point increase in child dietary intake score at age 2-3 years led to a decrease in SDQ total score by 0.19 (95% confidence interval [CI] = [0.10, 0.28], and an increase in SDQ pro-social scale, WAI score and PPVT score by 0.07 (95% CI = [0.03, 0.10]), 0.27 (95% CI = [0.13, 0.41]), and 0.20 (95% CI = [0.09, 0.30]), respectively, at age 4-5 years. Children's dietary intake was also a correlate of their school readiness at age 4-5 years. These results add to the limited evidence base suggesting that children's early dietary intake may play an important role in later socioemotional and behavioral development, and the development of cognitive skills, which are critical school readiness indicators.
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Affiliation(s)
- Megan L Hammersley
- School of Health and Society, Faculty of the Arts, Social Sciences and Humanities, University of Wollongong, Wollongong, NSW, Australia
- Early Start, Faculty of the Arts, Social Sciences and Humanities, University of Wollongong, Wollongong, NSW, Australia
- Illawarra Health and Medical Research Institute, Wollongong, NSW, Australia
| | - Limin Buchanan
- Health Promotion Unit, Population Health Research and Evaluation Hub, Sydney Local Health District, Forest Lodge, NSW, Australia
- Sydney School of Public Health, University of Sydney, Camperdown, NSW, Australia
- Sydney Institute for Women, Children and their Families, Sydney Local Health District, Camperdown, NSW, Australia
| | - Huilan Xu
- Health Promotion Unit, Population Health Research and Evaluation Hub, Sydney Local Health District, Forest Lodge, NSW, Australia
| | - Li Ming Wen
- Health Promotion Unit, Population Health Research and Evaluation Hub, Sydney Local Health District, Forest Lodge, NSW, Australia
- Sydney School of Public Health, University of Sydney, Camperdown, NSW, Australia
- Sydney Institute for Women, Children and their Families, Sydney Local Health District, Camperdown, NSW, Australia
- The National Health and Medical Research Council Centre for Research Excellence in the Early Prevention of Obesity in Childhood (EPOCH CRE), Sydney, NSW, Australia
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Awasthi S, Kumar D, Mahdi AA, Agarwal GG, Pandey AK, Parveen H, Singh S, Awasthi R, Pande H, T. S. A, Mahanta BN, Singh CM, Mathew JL, Ahmad MK, Singh K, Bhat MA, A. R. S, Kar S, Nair S. Prevalence of specific micronutrient deficiencies in urban school going children and adolescence of India: A multicenter cross-sectional study. PLoS One 2022; 17:e0267003. [PMID: 35544476 PMCID: PMC9094555 DOI: 10.1371/journal.pone.0267003] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Accepted: 04/01/2022] [Indexed: 12/03/2022] Open
Abstract
Introduction Childhood and adolescence require adequate amount of micronutrients for normal growth and development. The primary objective of study was to assess the prevalence of deficiencies of Vitamins (Vitamin A, 25 Hydroxy Vitamin D, Vitamin B12 and Folate) and minerals (Calcium, Zinc, Selenium and Iron), among urban school going children aged 6–11 and 12–16 years in ten cities of India. Secondary objective was to find the association between micronutrient deficiencies with sociodemographic and anthropometric indicators. Methods A multi-center cross-sectional study was conducted across India. Participants in the age groups of 6 to 11 years (group 1) and 12 to 16 years (group 2) were selected from randomly chosen schools from each center. Data on socio economic status, anthropometric measures was collected. Blood samples were collected for biochemical analysis of micronutrients. Point estimates and 95% confidence intervals was used to assess the prevalence of deficiencies. Associations were observed using chi square, student t test and ANOVA test. Results From April 2019 to February 2020, 2428 participants (1235 in group 1 and 1193 group 2) were recruited from 60 schools across ten cites. The prevalence of calcium and iron deficiency was 59.9% and 49.4% respectively. 25 Hydroxy Vitamin D deficiency was seen in 39.7% and vitamin B12 in 33.4% of subjects. Folate, Selenium and Zinc were deficient in 22.2%, 10.4% and 6.8% of subjects respectively. Vitamin A deficiency least (1.6%). Anemia was prevalent in 17.6% subjects and was more common among females. Conclusion One or more micronutrient deficiencies are found in almost one half of school going children in urban area. Hence efforts must be made to combat these on priority. Trial registration number CTRI/2019/02/017783.
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Affiliation(s)
- Shally Awasthi
- Department of Pediatrics, King George’s Medical University, Lucknow, Uttar Pradesh, India
- * E-mail:
| | - Divas Kumar
- Department of Pediatrics, King George’s Medical University, Lucknow, Uttar Pradesh, India
| | - Abbas Ali Mahdi
- Department of Biochemistry, King George’s Medical University, Lucknow, Uttar Pradesh, India
| | - Girdhar G. Agarwal
- Department of Statistics, University of Lucknow, Lucknow, Uttar Pradesh, India
| | - Anuj Kumar Pandey
- Department of Pediatrics, King George’s Medical University, Lucknow, Uttar Pradesh, India
| | - Hina Parveen
- Department of Biochemistry, King George’s Medical University, Lucknow, Uttar Pradesh, India
| | - Shweta Singh
- Department of Psychiatry, King George’s Medical University, Lucknow, Uttar Pradesh, India
| | - Rajiv Awasthi
- Prarthana Diabetic Care Centre, Lucknow, Uttar Pradesh, India
| | - Harsh Pande
- Department of Pediatrics, King George’s Medical University, Lucknow, Uttar Pradesh, India
| | - Anish T. S.
- Department of Community Medicine, Government Medical College, Thiruvananthapuram, Kerela, India
| | - B. N. Mahanta
- Department of Medicine, Assam Medical College, Dibrugarh, Assam, India
| | - C. M. Singh
- Department of Community & Family Medicine, All India Institute of Medical Sciences, Patna, Bihar, India
| | - Joseph L. Mathew
- Department of Pediatric Medicine, Post Graduate Institute of Medical Sciences, Chandigarh, India
| | - Mohammad Kaleem Ahmad
- Department of Biochemistry, King George’s Medical University, Lucknow, Uttar Pradesh, India
| | - Kuldeep Singh
- Department of Pediatrics, All India Institute of Medical Sciences, Jodhpur, Rajasthan, India
| | - Mushtaq A. Bhat
- Department of Pediatrics, Sher-i-Kashmir Institute of Medical Sciences, Srinagar, Jammu & Kashmir, India
| | - Somashekar A. R.
- Department of Pediatrics, M. S. Ramaiah Institute of Medical Sciences, Bangalore, Karnataka, India
| | - Sonali Kar
- Department of Community Medicine, Kalinga Institute of Medical Sciences, Bhubaneswar, Orissa, India
| | - Suma Nair
- Department of Community Medicine, Kasturba Medical College, Manipal, Karnataka, India
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Children Receiving a Nutrition and High-Quality Early Childhood Education Intervention Are Associated with Greater Math and Fluid Intelligence Scores: The Guatemala City Municipal Nurseries. Nutrients 2022; 14:nu14071366. [PMID: 35405979 PMCID: PMC9003089 DOI: 10.3390/nu14071366] [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: 02/23/2022] [Revised: 03/17/2022] [Accepted: 03/19/2022] [Indexed: 11/25/2022] Open
Abstract
Background: About 47% of children < 5 years of age are stunted in Guatemala. In this study, the investigators aimed to compare growth and cognitive outcomes between children in second grade that attended five Guatemala City Municipal Nurseries (GCMN) vs. same sex, grade, and age-matched children. Methods: A cross-sectional design nested in a retrospective cohort was implemented between 2015 and 2019. Children that attended the GCMN and matched controls completed a math test and validated receptive language and fluid intelligence tests. The primary caregivers completed a sociodemographic survey. General and generalized linear mixed effect models were used to compare children that attended the GCMN vs. controls. The models were adjusted by maternal education, sex, asset score, and other relevant covariates. Results: Children that attended the GCMN exhibited greater math and fluid intelligence scores relative to the controls in the adjusted models (ß = 6.48; 95% CI (2.35−10.61)) and (ß = 1.20; 95% CI (0.12−2.29)), respectively. Lower odds of stunting were significant for children who went to any early childcare institution (AOR = 0.28; 95% CI (0.09−0.89)). Conclusions: The importance of integrating nutrition and high-quality early childhood education interventions in cognitive and growth outcomes is highlighted in this study. The GCMN model may be a scalable model in similar low-resource settings.
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Atuna RA, Amagloh FC, Denwar NN, Asase VR, Faisal S, Baako E, Koomson G, Gulkirpik E, Toc M, Donnelly A, Amagloh FK, Andrade Laborde JE. Filling the Protein Gap in Ghana: The Role of Soy. FRONTIERS IN SUSTAINABLE FOOD SYSTEMS 2022. [DOI: 10.3389/fsufs.2021.781571] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
The study assessed the nutrient value and desirability of eight improved soybean varieties, for use in soymilk, tofu and as an ingredient to enhance staple foods. The soymilk, tofu, and soybean residue (okara) yields were determined across all varieties. The okara was subsequently used in composite with cassava, as a recipe refinement of gari, a popular cassava-based ready-to-eat food. Multiple composite ratios were compared against a control of 100% cassava gari; 80% cassava: 20% okara, 70% cassava: 30% okara, and 50% cassava: 50% okara. The soymilk and tofu from the various varieties and okara enriched-gari were also evaluated for proximate and sensory qualities (n = 50) using standard protocols. No differences (p > 0.05) existed among soybean varieties in terms of soymilk (p = 0.55; 13.0–14.1 L), tofu (p = 0.05; 0.12–0.15 kg/L) or okara (p = 0.08; 3.17–3.97 kg) yields. The proximate parameters evaluated for soymilk did not vary significantly (p > 0.05) among varieties. However, for total solids (3.33–7.93°Brix; p < 0.01) there were significant differences. Generally, there was an increasing trend in the crude protein, moisture, crude fat and total ash contents for the okara-enriched gari as the okara inclusion increased from 20 to 50%. Thus, the crude protein content of the 50% okara-enriched gari, the formulation with the highest okara incorporation was almost 11-times higher than the 100% cassava gari. The swelling capacity of the okara-enriched gari ranged from 3.29–5.47 and for water holding capacity 439.7–482.1%. The okara-enriched gari was equally preferred by consumers, except for colour which consumers were mostly indifferent towards. The 50%-okara enriched gari composite was compared equally with 100% cassava gari control. The sensory data showed that the “Favour” soybean variety was desirable for soymilk production while Salintuya 1 was desirable for tofu production. Recipe refinements using the desired varieties and compositing okara with cassava may help fill the protein gap among the vulnerable group in Ghana by improving the protein quality of ready-to-eat foods such as gari.
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Roberts M, Tolar-Peterson T, Reynolds A, Wall C, Reeder N, Rico Mendez G. The Effects of Nutritional Interventions on the Cognitive Development of Preschool-Age Children: A Systematic Review. Nutrients 2022; 14:nu14030532. [PMID: 35276891 PMCID: PMC8839299 DOI: 10.3390/nu14030532] [Citation(s) in RCA: 46] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2021] [Revised: 01/20/2022] [Accepted: 01/21/2022] [Indexed: 02/04/2023] Open
Abstract
The developing human brain requires all essential nutrients to form and to maintain its structure. Infant and child cognitive development is dependent on adequate nutrition. Children who do not receive sufficient nutrition are at high risk of exhibiting impaired cognitive skills. This systematic review aimed to examine the effects of nutritional interventions on cognitive outcomes of preschool-age children. PubMed, PsycInfo, Academic Search Complete, and Cochrane Library electronic databases were searched to identify Randomized Controlled Trials (RCTs) published after the year 2000. Studies assessing the effects of food-based, single, and multiple micronutrient interventions on the cognition of nourished and undernourished children aged 2-6 years were deemed eligible. A total of 12 trials were identified. Eight out of the twelve studies found significant positive effects on cognitive outcomes. Iron and multiple-micronutrients supplementation yield improvements in the cognitive abilities of undernourished preschool-age children. Increased fish consumption was found to have a beneficial effect in the cognitive outcomes of nourished children. On the other hand, B-vitamin, iodized salt, and guava powder interventions failed to display significant results. Findings of this review highlight the importance of adequate nutrition during preschool years, and the crucial role sufficient nutrition plays in cognitive development.
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Affiliation(s)
- Marina Roberts
- Department of Food Science, Nutrition and Health Promotion, Mississippi State University, Starkville, MS 39762, USA; (M.R.); (A.R.); (C.W.); (N.R.)
| | - Terezie Tolar-Peterson
- Department of Food Science, Nutrition and Health Promotion, Mississippi State University, Starkville, MS 39762, USA; (M.R.); (A.R.); (C.W.); (N.R.)
- Correspondence:
| | - Abby Reynolds
- Department of Food Science, Nutrition and Health Promotion, Mississippi State University, Starkville, MS 39762, USA; (M.R.); (A.R.); (C.W.); (N.R.)
| | - Caitlin Wall
- Department of Food Science, Nutrition and Health Promotion, Mississippi State University, Starkville, MS 39762, USA; (M.R.); (A.R.); (C.W.); (N.R.)
| | - Nicole Reeder
- Department of Food Science, Nutrition and Health Promotion, Mississippi State University, Starkville, MS 39762, USA; (M.R.); (A.R.); (C.W.); (N.R.)
| | - Gina Rico Mendez
- Social Science Research Center, Mississippi State University, Starkville, MS 39762, USA;
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Adherence to Dietary Recommendations of 7-Year-Old Children from a Birth Cohort in Friuli Venezia Giulia, Italy. Nutrients 2022; 14:nu14030515. [PMID: 35276874 PMCID: PMC8838727 DOI: 10.3390/nu14030515] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Accepted: 01/20/2022] [Indexed: 12/16/2022] Open
Abstract
Few Italian and European studies have assessed adherence to dietary recommendations in primary school children using dietary records. No Italian studies have provided an index-based nutritional adequacy assessment. We provided a comprehensive overview of dietary intake in 381 7-year-old children from NAC-II cohort study, Friuli Venezia Giulia (Italy). Energy, macro-, and micronutrient intakes were derived from 3-day dietary records. Standard (median and percentage) and index-based (Nutrient Adequacy Ratio (NAR) and Mean Adequacy Ratio (MAR)) approaches were used to evaluate adequacy to Italian dietary reference values at nutrient- and overall-diet-level. Percentage contribution of macronutrients to energy intake (%En) was unbalanced towards total fats and protein. In 25% of children, total fats intake exceeded the reference intake upper limit. In ~63% of children, protein intake was at least doubled in their child-specific population reference intake. Median intakes of sodium (1.7 g/day), saturated fatty acids (12.2 %En), and soluble carbohydrates (19.4 %En) exceeded the suggested dietary target in most (65–84%) children. Inadequacy was also observed for micronutrients, with median NARs ranging from 0.11 (vitamin D) to 0.90 (zinc). The median MAR was 0.75 (0.69–0.79), with 1 indicating optimal overall dietary intake. In conclusion, the enrolled children showed suboptimal intakes of several macro- and micronutrients, in line with Italian and European studies on primary school children. Based on the current findings, public health interventions may be targeted to specific nutrients or subpopulations.
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Iron Status, Anemia, and Iron Interventions and Their Associations with Cognitive and Academic Performance in Adolescents: A Systematic Review. Nutrients 2022; 14:nu14010224. [PMID: 35011099 PMCID: PMC8746955 DOI: 10.3390/nu14010224] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Revised: 12/21/2021] [Accepted: 12/22/2021] [Indexed: 02/07/2023] Open
Abstract
In adolescents, iron-deficiency anemia is the leading cause of disability-adjusted life years lost. The World Health Organization recommends delivering iron supplementation through school-based platforms, requiring partnerships with the education sector. This anemia-reduction intervention is valued for the perceived benefits of improved learning and school performance. This article aims to systematically review the available evidence on the relationship between iron status and anemia and impacts of iron interventions on cognitive and academic performance in adolescents. Fifty studies were included: n = 26 cross-sectional and n = 24 iron-containing interventions. Our review suggests that iron status and anemia may be associated with academic performance in some contexts and that iron supplementation during adolescence may improve school performance, attention, and concentration. However, nearly all supplementation trials were judged to have moderate or high risk of bias. We did not find evidence suggesting that iron status and anemia influenced or were associated with attention, intelligence, nor memory in adolescents. Further, iron supplementation did not improve memory and recall or intelligence. Overall, more high-quality research is needed to guide programmers and policy makers to understand the relationships between anemia and educational performance and the potential impacts of iron interventions, which effectively reduce anemia, on adolescents’ learning and school performance.
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Meli AM, Ali A, Mhd Jalil AM, Mohd Yusof H, Tan MMC. Effects of Physical Activity and Micronutrients on Cognitive Performance in Children Aged 6 to 11 Years: A Systematic Review and Meta-Analysis of Randomized Controlled Trials. MEDICINA (KAUNAS, LITHUANIA) 2021; 58:medicina58010057. [PMID: 35056365 PMCID: PMC8781636 DOI: 10.3390/medicina58010057] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/13/2021] [Revised: 12/20/2021] [Accepted: 12/23/2021] [Indexed: 11/16/2022]
Abstract
Background and Objectives: Cognitive performance is essential for children, given this is a critical stage of brain growth and development. This systematic review and meta-analysis aimed to ascertain if physical activity or micronutrients impact cognitive performance in children. Materials and Methods: Electronic databases (PubMed and Scopus®) were searched for relevant articles published between 2012 and 2021. We emphasized randomized controlled trials (RCTs) that examined the effect of physical activity and micronutrients on cognitive performance. Data from eligible studies were gathered and evaluated using random-, fixed- or pooled-effects models with 95% confidence intervals (95% CI). Results: Physical activity appeared to improve both Mathematics (d = 1.12, 95% CI: 0.56, 1.67) and attention (d = 0.65, 95% CI: 0.15, 1.14) performances. The micronutrient vitamin B12 had a positive effect on Mathematics (d = 2.39, 95% CI: 0.79, 3.98), English (d = 5.29, 95% CI: 2.76, 7.83), Geography (d = 5.29, 95% CI: 2.76, 7.83), Science (d = 3.39, 95% CI: 2.62, 4.16) and Arts (d = 3.32, 95% CI: 1.84, 4.79). Zinc was found to positively affect English (d = 3.78, 95% CI: 0.44, 7.13), Geography (d = 4.77, 95% CI: 0.56, 8.98) and Arts (d = 2.39, CI: 0.33, 4.45). Iron positively affected Mathematics (d = 1.29, 95% CI: 0.54, 2.06), English (d = 1.29, 95% CI: 0.44, 7.13), Geography (d = 4.77, 95% CI: 0.56, 8.98) and Arts (d = 2.39, 95% CI: 0.33, 4.45). Conclusions: A more comprehensive intervention with a specific dose/level of physical activity, an increased range of cognitive performance, and a well-designed study design that accounts for dietary intake and other health outcomes are required for future studies.
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Affiliation(s)
- Atiah Munirah Meli
- Department of Food Science, Faculty of Fisheries and Food Science, Universiti Malaysia Terengganu, Kuala Terengganu 21030, Malaysia; (A.M.M.); (H.M.Y.)
| | - Asma’ Ali
- Department of Food Science, Faculty of Fisheries and Food Science, Universiti Malaysia Terengganu, Kuala Terengganu 21030, Malaysia; (A.M.M.); (H.M.Y.)
- Correspondence: ; Tel.: +609-6684969
| | - Abbe Maleyki Mhd Jalil
- School of Nutrition and Dietetics, Faculty of Health Sciences, Universiti Sultan Zainal Abidin, Kuala Terengganu 21300, Malaysia;
| | - Hayati Mohd Yusof
- Department of Food Science, Faculty of Fisheries and Food Science, Universiti Malaysia Terengganu, Kuala Terengganu 21030, Malaysia; (A.M.M.); (H.M.Y.)
| | - Michelle M. C. Tan
- Global Public Health, School of Medicine and Health Sciences, Monash University, Subang Jaya 47500, Malaysia;
- South East Asia Community Observatory (SEACO), Monash University, Subang Jaya 47500, Malaysia
- Victorian Heart Institute, Monash University, Clayton 3168, Australia
- Charles Perkins Centre, Central Clinical School, Faculty of Medicine and Health, The University of Sydney, Sydney 2006, Australia
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Awasthi S, Kumar D, Singh S, Dixit S, Agarwal G, Mahdi AA. Prevalence of specific micronutrient deficiencies in urban school going children of India aged between 6 and 16 years: study protocol for a multicentric cross-sectional study. BMJ Open 2021; 11:e046783. [PMID: 34907037 PMCID: PMC8671943 DOI: 10.1136/bmjopen-2020-046783] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/13/2020] [Accepted: 10/28/2021] [Indexed: 11/04/2022] Open
Abstract
INTRODUCTION Childhood and adolescence are the period of rapid physical and cognitive growth and development, requiring adequate nutrition. Malnutrition in the form of undernutrition or micronutrient deficiency or overweight/obesity affects the health, cognition and educational achievement of this age group. The objective of this study is to assess the prevalence of calcium, iron, zinc, selenium, folate, vitamin A, 25 hydroxy vitamin D and vitamin B12 deficiencies in the serum and haemoglobin, ferritin and lead levels and its association with reported dietary intake and cognitive abilities, in urban school going children aged 6-16 years in 10 cities of India. METHODS AND ANALYSIS A multicentric cross-sectional study will be conducted to recruit 2400 participants (240 per site) across India. Participants will be selected using random sampling and will be categorised into age groups of 6-11 years and 12-16 years, with equal distribution. Data on socioeconomic status, anthropometric measures and 3-day dietary intake and cognitive performance will be collected. Blood samples will be collected for biochemical analysis of micronutrients. Findings will estimate the prevalence of micronutrient deficiencies and their association with dietary habits and cognitive functioning. ETHICS AND DISSEMINATION Study protocol has been reviewed and approved by institutional ethics committee of all 10 participating sites. Results will be shared and published in a peer-reviewed journal, so that the findings will be helpful for the stakeholders in planning nutritional interventions for targeted groups. TRIAL REGISTRATION NUMBER CTRI/2019/02/017783.
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Affiliation(s)
- Shally Awasthi
- Department of Pediatrics, King George's Medical University, Lucknow, Uttar Pradesh, India
| | - Divas Kumar
- Department of Pediatrics, King George's Medical University, Lucknow, Uttar Pradesh, India
| | - Shweta Singh
- Department of Psychiatry, King George's Medical University, Lucknow, Uttar Pradesh, India
| | - Swati Dixit
- Department of Pediatrics, King George's Medical University, Lucknow, Uttar Pradesh, India
| | - Girdhar Agarwal
- Department of Biostatistics, University of Lucknow, Lucknow, Uttar Pradesh, India
| | - Abbas Ali Mahdi
- Department of Biochemistry, King George's Medical University, Lucknow, Uttar Pradesh, India
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Marinho AR, Severo M, Vilela S, Costa R, de Lauzon-Guillain B, Torres D, Lopes C. Is the association between dietary patterns and cognition mediated by children's adiposity? A longitudinal approach in Generation XXI birth cohort. Clin Nutr 2021; 41:231-237. [PMID: 34915274 DOI: 10.1016/j.clnu.2021.11.029] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Revised: 11/07/2021] [Accepted: 11/24/2021] [Indexed: 11/17/2022]
Abstract
BACKGROUND/AIMS There is a consistent body of evidence on the association between single nutrients and cognition, but the role of a healthful dietary pattern on cognition in children has been seldomly studied. This study aims to assess the association between dietary patterns at 4 years (y) and cognitive abilities at 10-13y and examine whether adiposity mediated these associations. METHODS This study used data from a sub-sample of the population-based birth cohort Generation XXI, with complete information on diet and cognition (n = 3575). At 4y, data on dietary intake was collected by a validated food frequency questionnaire and dietary patterns were derived by latent class analysis, namely Energy-dense food (EDF) pattern, Snacking pattern and Healthier pattern (Reference). At 10-13y, the Portuguese Version of the Wechsler Intelligence Scale for Children®-Third Edition was administered by trained psychologists and age-adjusted composite scores were computed: a Full-Scale Intelligence Quotient (IQ), plus a Verbal IQ, Performance IQ and Processing Speed IQ. Age- and sex-specific body mass index (BMI) z-scores, body fat percentage from bioimpedance, and waist-to-weight ratio and waist-to-hip ratio were used as measures of adiposity. Regression coefficients and 95% confidence intervals (CI) were computed using linear regression models (adjusted for maternal age and education, pre-pregnancy BMI, smoking and alcohol intake during pregnancy, child's sex, birthweight, exclusive breastfeeding duration and having siblings at 4y). Mediation analysis was conducted using path analysis. RESULTS After adjustment, children classified in the EDF or a Snacking patterns at 4y were more likely to have lower scores on total IQ (β = -0.116; 95%CI:-0.192,-0.039 and β = -0.148; 95%CI -0.252,-0.044, respectively), Verbal IQ (β = -0.104; 95%CI -0.177, -0.031 and β = -0.163; 95%CI -0.262,-0.064, respectively) and Performance IQ (β = -0.116 95%CI -0.193,-0.040 and β = -0.147; 95%CI -0.250,-0.042, respectively) at 10-13y, when compared to those classified in the Healthier pattern. None of the adiposity measures seemed to explain the associations between dietary patterns and IQ. CONCLUSION This study supports that early unhealthy dietary patterns were associated with lower child's cognitive ability, but this effect did not seem to be mediated by adiposity.
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Affiliation(s)
- Ana Rita Marinho
- EPIUnit, Institute of Public Health, University of Porto, Porto, Portugal; Laboratory for Integrative and Translational Research in Population Health (ITR), Porto, Portugal; Department of Public Health and Forensic Sciences, and Medical School, Faculty of Medicine, University of Porto, Porto, Portugal
| | - Milton Severo
- EPIUnit, Institute of Public Health, University of Porto, Porto, Portugal; Laboratory for Integrative and Translational Research in Population Health (ITR), Porto, Portugal; Institute of Biomedical Sciences Abel Salazar, University of Porto, Porto, Portugal
| | - Sofia Vilela
- EPIUnit, Institute of Public Health, University of Porto, Porto, Portugal; Laboratory for Integrative and Translational Research in Population Health (ITR), Porto, Portugal
| | - Raquel Costa
- EPIUnit, Institute of Public Health, University of Porto, Porto, Portugal; Laboratory for Integrative and Translational Research in Population Health (ITR), Porto, Portugal; Digital Human-Environment Interaction Lab, Universidade Lusófona, Portugal
| | | | - Duarte Torres
- EPIUnit, Institute of Public Health, University of Porto, Porto, Portugal; Laboratory for Integrative and Translational Research in Population Health (ITR), Porto, Portugal; Faculty of Nutrition and Food Sciences, University of Porto, Porto, Portugal
| | - Carla Lopes
- EPIUnit, Institute of Public Health, University of Porto, Porto, Portugal; Laboratory for Integrative and Translational Research in Population Health (ITR), Porto, Portugal; Department of Public Health and Forensic Sciences, and Medical School, Faculty of Medicine, University of Porto, Porto, Portugal.
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Ji X, Compher CW, Irving SY, Kim J, Dinges DF, Liu J. Serum micronutrient status, sleep quality and neurobehavioural function among early adolescents. Public Health Nutr 2021; 24:5815-5825. [PMID: 34034852 PMCID: PMC10117421 DOI: 10.1017/s1368980021002329] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
OBJECTIVE To examine associations between serum micronutrients and neurobehavioural function and the mediating role of sleep quality in early adolescents. DESIGN In this cross-sectional study, peripheral blood samples were analysed for Fe and Zn levels. The Pittsburgh Sleep Quality Index and Penn Computerized Neurocognitive Battery were used to assess sleep quality and neurobehavioural function, respectively. The logistic/linear regressions and generalised structural equation modelling were performed to estimate the associations. SETTING Jintan, China. PARTICIPANTS In total, 226 adolescents (106 females) from the Jintan Child Cohort study. RESULTS Adolescents with low Fe (<75 μg/dl) (OR = 1·29, P = 0·04) and low Zn (<70 μg/dl) (OR = 1·58, P < 0·001) were associated with increased odds for poor sleep quality. Adolescents with low Fe and Zn were associated with fast (Fe: β = -1353·71, P = 0·002, Zn: β = -2262·01, P = 0·02) but less-accurate (Fe: β = -0·97, P = 0·04; Zn: β = -1·76, P = 0·04) performance on non-verbal reasoning task and poor sleep quality partially mediated the associations between low Fe/Zn and non-verbal reasoning (P < 0·05). Additionally, low Fe was associated with a slower reaction on spatial processing task (β = 276·94, P = 0·04), and low Zn was associated with fast (β = -1781·83, P = 0·03), but error-prone performance (β = -1·79, P = 0·04) on spatial processing ability and slower reaction speed (β = 12·82, P = 0·03) on the attention task. We observed similar trends using a cut-off point of 75 μg/dl for low serum Zn, except for the association with attention task speed (P > 0·05). CONCLUSION Fe and Zn deficiencies may possibly be associated with poor sleep and neurobehavioural function among early adolescents. Poor sleep may partially mediate the relationship between micronutrients and neurobehavioural function.
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Affiliation(s)
- Xiaopeng Ji
- College of Health Sciences, School of Nursing, University of Delaware, Newark, DE 19713, USA
| | | | - Sharon Y Irving
- School of Nursing, University of Pennsylvania, Philadelphia, PA, USA
| | - Jinyoung Kim
- School of Nursing, University of Nevada, Las Vegas, USA
| | - David F Dinges
- Department of Psychiatry, University of Pennsylvania, School of Medicine, Philadelphia, PA, USA
| | - Jianghong Liu
- School of Nursing, University of Pennsylvania, Philadelphia, PA, USA
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Granziera F, Guzzardi MA, Iozzo P. Associations between the Mediterranean Diet Pattern and Weight Status and Cognitive Development in Preschool Children. Nutrients 2021; 13:nu13113723. [PMID: 34835979 PMCID: PMC8624841 DOI: 10.3390/nu13113723] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2021] [Revised: 10/09/2021] [Accepted: 10/17/2021] [Indexed: 11/16/2022] Open
Abstract
Cognitive dysfunctions are a global health concern. Early-life diet and weight status may contribute to children’s cognitive development. For this reason, we explored the associations between habitual food consumption, body mass index (BMI) and cognitive outcomes in 54 preschool children belonging to the Pisa birth Cohort (PISAC). We estimated groups of foods, nutrients and calorie intakes through a food frequency questionnaire (FFQ) and Italian national databases. Then, we adopted the Mediterranean diet (MD) score to assess relative MD adherence. Cognition was examined using the Griffiths Mental Development Scales-Extended Revised (GMDS-ER). We found that higher, compared to low and moderate, adherence to MD was associated with higher performance scores. Furthermore, white meat consumption was positively related to BMI, and BMI (age–gender specific, z-scores) categories were negatively related to practical reasoning scores. All associations were independent of maternal IQ estimates, parents’ socioeconomic status, exclusive/non-exclusive breastfeeding, actual age at cognitive assessment and gender. In conclusion, in preschool children, very high adherence to MD seemed protective, whereas BMI (reinforced by the intake of white meat) was negatively associated with cognition.
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Affiliation(s)
- Federico Granziera
- Institute of Clinical Physiology, National Research Council (CNR), 56124 Pisa, Italy; (F.G.); (P.I.)
- Sant’Anna School of Advanced Studies, 56127 Pisa, Italy
| | - Maria Angela Guzzardi
- Institute of Clinical Physiology, National Research Council (CNR), 56124 Pisa, Italy; (F.G.); (P.I.)
- Correspondence: ; Tel.: +39-050-3152789
| | - Patricia Iozzo
- Institute of Clinical Physiology, National Research Council (CNR), 56124 Pisa, Italy; (F.G.); (P.I.)
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Crop diversity is associated with higher child diet diversity in Ethiopia, particularly among low-income households, but not in Vietnam. Public Health Nutr 2021; 24:5857-5868. [PMID: 34528505 DOI: 10.1017/s1368980021003281] [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] [Indexed: 11/07/2022]
Abstract
OBJECTIVES To examine associations of household crop diversity with school-aged child dietary diversity in Vietnam and Ethiopia and mechanisms underlying these associations. DESIGN We created a child diet diversity score (DDS) using data on seven food groups consumed in the last 24 h. Generalised estimating equations were used to model associations of household-level crop diversity, measured as a count of crop species richness (CSR) and of plant crop nutritional functional richness (CNFR), with DDS. We examined effect modification by household wealth and subsistence orientation, and mediation by the farm's market orientation. SETTING Two survey years of longitudinal data from the Young Lives cohort. PARTICIPANTS Children (aged 5 years in 2006 and 8 years in 2009) from rural farming households in Ethiopia (n 1012) and Vietnam (n 1083). RESULTS There was a small, positive association between household CNFR and DDS in Ethiopia (CNFR-DDS, β = 0·13; (95 % CI 0·07, 0·19)), but not in Vietnam. Associations of crop diversity and child diet diversity were strongest among poor households in Ethiopia and among subsistence-oriented households in Vietnam. Agricultural earnings positively mediated the crop diversity-diet diversity association in Ethiopia. DISCUSSION Children from households that are poorer and those that rely more on their own agricultural production for food may benefit most from increased crop diversity.
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Amoakoah Twum L, Ocloo FC, Duah-Bisiw D, Odai BT. Determining the effect of heat treatment on iron fortified soybean gari blend and its potential bioavailability. SCIENTIFIC AFRICAN 2021. [DOI: 10.1016/j.sciaf.2021.e00763] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
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Tortella GR, Seabra AB, Padrão J, Díaz-San Juan R. Mindfulness and Other Simple Neuroscience-Based Proposals to Promote the Learning Performance and Mental Health of Students during the COVID-19 Pandemic. Brain Sci 2021; 11:552. [PMID: 33925627 PMCID: PMC8145019 DOI: 10.3390/brainsci11050552] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2021] [Revised: 03/31/2021] [Accepted: 04/13/2021] [Indexed: 12/12/2022] Open
Abstract
The COVID-19 pandemic has had a negative impact on education. The restrictions imposed have undoubtedly led to impairment of the psychological well-being of both teachers and students, and of the way they experience interpersonal relationships. As reported previously in the literature, adverse effects such as loneliness, anxiety, and stress have resulted in a decrease in the cognitive performance of school and higher education students. Therefore, the objective of this work is to present a general overview of the reported adverse effects of the COVID-19 pandemic which may potentially influence the learning performance of students. Some neuroscientific findings related to memory and cognition, such as neuroplasticity and long-term potentiation, are also shown. We also discuss the positive effects of the practice of mindfulness, as well as other simple recommendations based on neuroscientific findings such as restful sleep, physical activity, and nutrition, which can act on memory and cognition. Finally, we propose some practical recommendations on how to achieve more effective student learning in the context of the pandemic. The aim of this review is to provide some assistance in this changing and uncertain situation in which we all find ourselves, and we hope that some of the information could serve as a starting point for hypotheses to be tested in educational research and their association with neuroscience.
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Affiliation(s)
- Gonzalo R. Tortella
- Center of Excellence (CIBAMA-BIOREN), Universidad de La Frontera, Temuco 4811230, Chile
- PhD Program in Natural Resource Sciences, Universidad de La Frontera, Temuco 4811230, Chile
| | - Amedea B. Seabra
- Center for Natural and Human Sciences (CCNH), Federal University of ABC (UFABC), Av. dos Estados, 5001-Bangú, Santo André 09210-580, SP, Brazil;
| | - Jorge Padrão
- Centre for Textile Science and Technology (2C2T), University of Minho, 4800-058 Guimarães, Portugal;
| | - Rodrigo Díaz-San Juan
- Educational Neurosciences and Psychology Department, Centenario School, Temuco 4810936, Chile;
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Palacios AM, Freeland-Graves JH, Dulience SJL, Delnatus JR, Iannotti LL. Differences in factors associated with anemia in Haitian children from urban and rural areas. PLoS One 2021; 16:e0247975. [PMID: 33822795 PMCID: PMC8023464 DOI: 10.1371/journal.pone.0247975] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2020] [Accepted: 02/16/2021] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND In Haiti, differences in the prevalence of anemia between urban and rural areas have been observed. OBJECTIVE To identify moderating factors that may help explain the difference in the prevalence of anemia in children from poor urban vs. rural areas of Haiti. METHODS This cross-sectional study used secondary data from urban and rural school-based trials that assessed the effectiveness of a nutrition intervention. The study was registered at ClinicalTrials.gov as NCT02747524. A total of 300 rural- and 981 urban- children between 2.5-13 years of age were included in this analysis. Effect modification in a binary logistic generalized linear mixed model was conducted using sample weights in SPSS® version 26. Models were adjusted for age and income. School cluster was included as random effect. RESULTS In rural areas, stunting was more prevalent in children with anemia vs. no anemia, (16.6%, and 6.3%, P = 0.008), respectively. Also, rural children with anemia lived with fewer adults vs. rural children with no anemia, ([Formula: see text] = 2.83±1.29, and 3.30±1.54, P = 0.005), respectively. In poor urban areas, helminth morbidities were more frequent in children with anemia vs. no anemia, (21.9% vs. 13.9, P = 0.011), respectively. In the combined sample, stunting, [AOR = 2.05; 95%CI (1.32-3.18)], age [AOR = 0.89; 95%CI (0.85-0.93)], and households with more adults [AOR = 0.77; 95%CI (0.67-0.87)] were associated with anemia. Effect modification by place of residence was observed in households with more adults (t = 3.83, P<0.001). No other nutritional, dietary, sanitation or morbidity factors or effect modifiers were observed. CONCLUSIONS In this sample, factors associated with anemia differed in poor urban and rural children from Haiti including family structure and helminth morbidities. Stunting and lower age increased the odds of anemia in the combined sample. Family structure appears to have an important role in anemia, and further research understanding the influence of family structures in anemia is needed.
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Affiliation(s)
- Ana M. Palacios
- Department of Applied Health Science, School of Public Health, Indiana University, Bloomington, IN, United States of America
| | - Jeanne H. Freeland-Graves
- Department of Applied Health Science, School of Public Health, Indiana University, Bloomington, IN, United States of America
| | | | | | - Lora L. Iannotti
- Institute for Public Health, George Warren Brown School of Social Work, Washington University in St. Louis, St. Louis, Missouri, United States of America
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Al Khalifah R, Alsheikh R, Alnasser Y, Alsheikh R, Alhelali N, Naji A, Al Backer N. The impact of vitamin D food fortification and health outcomes in children: a systematic review and meta-regression. Syst Rev 2020; 9:144. [PMID: 32546259 PMCID: PMC7298752 DOI: 10.1186/s13643-020-01360-3] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2019] [Accepted: 04/14/2020] [Indexed: 12/12/2022] Open
Abstract
OBJECTIVE Vitamin D (vitD) deficiency is a global childhood health problem. Food fortification is a promising strategy to curb vitD deficiency. We aimed to assess the effectiveness of utilizing vitD fortification in staple foods to improve 25hydroxyvitamin D (25(OH)D) concentration and to reduce the prevalence of vitD deficiency among healthy children. METHODS We conducted a systematic review and meta-analysis of randomized controlled trials (RCTs) evaluating the use of vitD fortified food products compared to no fortification among healthy children aged 1-18 years old. We searched Medline, Embase, Global Health, and Cochrane (CENTRAL) databases from database inception until May 2019. Independently, six reviewers in pairs screened titles and abstracts, assessed the full text for eligibility, and performed data extraction and quality assessment. The primary outcome is the impact of fortification on 25(OH)D concentration. The secondary outcomes included the impact of fortification on the prevalence of vitD deficiency, school performance, cognitive function, school absences, infection rate, hospital admission length, and compliance with fortified food product consumption. RESULTS We identified 2229 articles. After assessing eligibility, 20 RCTs met the inclusion criteria. The eligible RCTs assessed the fortification of milk, cereal, juice, bread, yogurt, and cheese compared with no fortification. All RCTs, except for three, had a low risk of bias. Food fortification improved 25(OH)D concentration by a mean difference (MD) of 15.51 nmol/L (95% confidence interval (CI) 6.28, 24.74; I2 = 99%), which resulted in a mean increase of 3 nmol/l for every 100 IU of vitD, when adjusted for baseline 25(OH)D concentration and country latitude. Additionally, the prevalence of vitD deficiency decreased by a risk ratio of 0.53 (95% CI 0.41, 0.69; I2 = 95%), and cognitive function improved by a MD of 1.22 intelligence quotient (IQ) points (95% CI 0.65, 1.79; I2 = 0%). The overall evidence quality was high. CONCLUSION VitD food fortification is an effective way to improve 25(OH)D concentration, prevent vitD deficiency, and improve IQ levels. SYSTEMATIC REVIEW REGISTRATION PROSPERO CRD42017057631.
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Affiliation(s)
- Reem Al Khalifah
- Division of Pediatric Endocrinology, Pediatric Department, College of Medicine, King Saud University, Riyadh, Saudi Arabia. .,College of Medicine, King Saud University, Riyadh, Saudi Arabia.
| | - Rawan Alsheikh
- Pediatric Department, King Saud University, Riyadh, Saudi Arabia
| | - Yossef Alnasser
- College of Medicine, King Saud University, Riyadh, Saudi Arabia.,Pediatric Department, King Saud University, Riyadh, Saudi Arabia.,Pediatric Department, BC Children's Hospital, Vancouver, BC, Canada
| | - Rana Alsheikh
- Pediatric Department, King Saud University, Riyadh, Saudi Arabia
| | - Nora Alhelali
- College of Medicine, King Saud University, Riyadh, Saudi Arabia
| | - Ammar Naji
- College of Medicine, King Saud University, Riyadh, Saudi Arabia
| | - Nouf Al Backer
- College of Medicine, King Saud University, Riyadh, Saudi Arabia.,Division of Developmental-Behavioral Pediatric, Pediatric Department, College of Medicine, King Saud University, Riyadh, Saudi Arabia
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Naveed S, Lakka T, Haapala EA. An Overview on the Associations between Health Behaviors and Brain Health in Children and Adolescents with Special Reference to Diet Quality. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:E953. [PMID: 32033054 PMCID: PMC7037721 DOI: 10.3390/ijerph17030953] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/13/2020] [Revised: 01/29/2020] [Accepted: 01/30/2020] [Indexed: 01/14/2023]
Abstract
Unhealthy diet has been associated with overweight, obesity, increased cardiometabolic risk, and recently, to impaired cognition and academic performance. The aim of this review is to provide an overview of the associations between health behaviors and cognition and academic achievement in children and adolescents under 18 years of age with a special reference to diet quality. Dietary patterns with a low consumption of fish, fruits, and vegetables, and high in fast food, sausages, and soft drinks have been linked to poor cognition and academic achievement. The studies on the associations between the high intake of saturated fat and red meat and low intake of fiber and high-fiber grain products with cognition are limited. The available evidence and physiological mechanisms suggest that diet may have direct, indirect, and synergistic effects on brain and cognition with physical activity, sedentary behaviors, cardiometabolic health, and sleep, but the associations have been modest. Therefore, integrating a healthy diet, physically active lifestyle, and adequate sleep may provide optimal circumstances for brain development and learning. We conclude that most of the existing literature is contained in cross-sectional studies, which therefore highlights the need for longitudinal and intervention studies on the effects of diet, physical activity, sedentary behavior, and sleep on cognition and academic performance.
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Affiliation(s)
- Sehrish Naveed
- Physiology, Institute of Biomedicine, University of Eastern Finland, Kuopio Campus, 70211 Kuopio, Finland; (T.L.); (E.A.H.)
| | - Timo Lakka
- Physiology, Institute of Biomedicine, University of Eastern Finland, Kuopio Campus, 70211 Kuopio, Finland; (T.L.); (E.A.H.)
- Department of Clinical Physiology and Nuclear Medicine, Kuopio University Hospital and University of Eastern Finland, 70211 Kuopio, Finland
- Kuopio Research Institute of Exercise Medicine, 70100 Kuopio, Finland
| | - Eero A. Haapala
- Physiology, Institute of Biomedicine, University of Eastern Finland, Kuopio Campus, 70211 Kuopio, Finland; (T.L.); (E.A.H.)
- Faculty of Sport and Health Sciences, University of Jyväskylä, 40014 Jyväskylä, Finland
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Tardy AL, Pouteau E, Marquez D, Yilmaz C, Scholey A. Vitamins and Minerals for Energy, Fatigue and Cognition: A Narrative Review of the Biochemical and Clinical Evidence. Nutrients 2020; 12:E228. [PMID: 31963141 PMCID: PMC7019700 DOI: 10.3390/nu12010228] [Citation(s) in RCA: 209] [Impact Index Per Article: 41.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2019] [Revised: 01/10/2020] [Accepted: 01/11/2020] [Indexed: 12/17/2022] Open
Abstract
Vitamins and minerals are essential to humans as they play essential roles in a variety of basic metabolic pathways that support fundamental cellular functions. In particular, their involvement in energy-yielding metabolism, DNA synthesis, oxygen transport, and neuronal functions makes them critical for brain and muscular function. These, in turn, translate into effects on cognitive and psychological processes, including mental and physical fatigue. This review is focused on B vitamins (B1, B2, B3, B5, B6, B8, B9 and B12), vitamin C, iron, magnesium and zinc, which have recognized roles in these outcomes. It summarizes the biochemical bases and actions of these micronutrients at both the molecular and cellular levels and connects them with cognitive and psychological symptoms, as well as manifestations of fatigue that may occur when status or supplies of these micronutrients are not adequate.
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Affiliation(s)
- Anne-Laure Tardy
- Sanofi Consumer Healthcare, Global Medical Nutritionals, 94250 Gentilly, France;
| | - Etienne Pouteau
- Sanofi Consumer Healthcare, Global Medical Nutritionals, 94250 Gentilly, France;
| | | | - Cansu Yilmaz
- Sanofi Consumer Healthcare, 34394 Beşiktaş Istanbul, Turkey;
| | - Andrew Scholey
- Centre for Human Psychopharmacology, Swinburne University, Victoria, VIC 3122, Australia;
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Executive function and dietary intake in youth: A systematic review of the literature. Appetite 2019; 139:197-212. [DOI: 10.1016/j.appet.2019.04.013] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2018] [Revised: 04/17/2019] [Accepted: 04/19/2019] [Indexed: 11/30/2022]
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Rigas AS, Pedersen OB, Rostgaard K, Sørensen E, Erikstrup C, Hjalgrim H, Ullum H. Frequent blood donation and offspring scholastic attainment: an assessment of long-term consequences of prenatal iron deficiency. Transfusion 2019; 59:1717-1722. [PMID: 30737800 DOI: 10.1111/trf.15193] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2018] [Revised: 01/10/2019] [Accepted: 01/10/2019] [Indexed: 12/30/2022]
Abstract
BACKGROUND Due to physiological demands, children and premenopausal women are at risk of developing iron deficiency. In premenopausal women, the risk may be further increased by repeated whole blood donations. Short-term consequences of iron deficiency in infancy include impaired cognitive development and lower IQ scores. This prompts concern that maternal iron deficiency before or during pregnancy may have long-term consequences for the offspring, for example, by affecting scholastic attainment. The aim of this study was to evaluate if prepregnancy donation intensity is associated with offspring scholastic attainment measured as grade averages in standardized national written examinations in Denmark. STUDY DESIGN AND METHODS By using the Danish personal identification number as key, we obtained information on donation intensity before pregnancy, school grade, year of graduation, age of the students, students' sex, and parental length of education and income from various nationwide registers. Linear regression analyses were performed, with grade average as outcome and maternal donation status as explanatory variable (nondonor, n = 177,078; low-frequency donor, n = 4995 [one to five donations in the 3 years before pregnancy]; high-frequency donor, n = 414 [six or more donations in the 3 years before pregnancy), and further adjusted for the covariates listed above. RESULTS Adjusted normalized (mean, 0; standard deviation [SD], 1) test scores were statistically significantly higher for children of active female donors compared with children of nondonors (SD, 0.104; 95% confidence interval, 0.079-0.129). We observed no differences in scholastic attainment between children of low-frequency donors and high-frequency donors. CONCLUSION Prepregnancy donation intensity, as a proxy of iron stores, is not associated with subsequent offspring scholastic attainment.
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Affiliation(s)
- Andreas S Rigas
- Department of Clinical Immunology, Copenhagen University Hospital, Copenhagen, Denmark
| | - Ole B Pedersen
- Department of Clinical Immunology, Naestved Hospital, Naestved, Denmark
| | - Klaus Rostgaard
- Department of Epidemiology Research, Statens Serum Institut, Copenhagen, Denmark
| | - Erik Sørensen
- Department of Clinical Immunology, Copenhagen University Hospital, Copenhagen, Denmark
| | - Christian Erikstrup
- Department of Clinical Immunology, Aarhus University Hospital, Aarhus, Denmark
| | - Henrik Hjalgrim
- Department of Epidemiology Research, Statens Serum Institut, Copenhagen, Denmark.,Department of Haematology, Copenhagen University Hospital, Copenhagen, Denmark
| | - Henrik Ullum
- Department of Clinical Immunology, Copenhagen University Hospital, Copenhagen, Denmark
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Khalifah RA, Hudairi A, Homyani DA, Hamad MH, Bashiri FA. Vitamin D supplementation to prevent vitamin D deficiency for children with epilepsy: Randomized pragmatic trial protocol. Medicine (Baltimore) 2018; 97:e12734. [PMID: 30290685 PMCID: PMC6200520 DOI: 10.1097/md.0000000000012734] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/02/2023] Open
Abstract
BACKGROUND Vitamin D deficiency is highly prevalent among children with epilepsy. Lack of high-quality evidence led to variability among scientific societies recommendations. Therefore, we aim to determine the efficacy of different common doses used in the pediatric practice to maintain optimal 25-hydroxy vitamin D (25 [OH] vitamin D) level in children with epilepsy and normal baseline 25 (OH) vitamin D level over 6 months of supplementation. METHODS This is a protocol for phase IV pragmatic randomized superiority controlled open-label trial at King Saud University Medical City in Riyadh. Children with epilepsy and receiving chronic antiepliptic medication and normal baseline 25 (OH) vitamin D level will be randomly assigned to receive Cholecalciferol 400 IU/day versus 1000 IU/day for 6 months. Our primary outcome is the proportion of children with vitamin D insufficiency (25 (OH) vitamin D level < 75nmol/L) at 6 months. Secondary outcomes include seizure treatment failure, seizure frequency, parathyroid hormone (PTH) levels, bone mineral density, and safety. DISCUSSION Our trial is set out to evaluate the efficacy of common different vitamin D maintenance doses on 25 (OH) vitamin D level, seizure control, and bone health for children with epilepsy. The results of our study will possibly help in shaping current vitamin D guidelines for vitamin D supplementation in children with epilepsy and provide a link between 25 (OH) vitamin D level and seizure control.
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Affiliation(s)
- Reem Al Khalifah
- College of Medicine, King Saud University
- Division of Pediatric Endocrinology
| | - Abrar Hudairi
- Division of Pediatric Neurology, Department of Pediatrics, King Khalid University Hospital, King Saud University Medical City, Riyadh, Saudi Arabia
| | | | - Muddathir H. Hamad
- Division of Pediatric Neurology, Department of Pediatrics, King Khalid University Hospital, King Saud University Medical City, Riyadh, Saudi Arabia
| | - Fahad A. Bashiri
- College of Medicine, King Saud University
- Division of Pediatric Neurology, Department of Pediatrics, King Khalid University Hospital, King Saud University Medical City, Riyadh, Saudi Arabia
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Blumberg JB, Cena H, Barr SI, Biesalski HK, Dagach RU, Delaney B, Frei B, Moreno González MI, Hwalla N, Lategan-Potgieter R, McNulty H, van der Pols JC, Winichagoon P, Li D. The Use of Multivitamin/Multimineral Supplements: A Modified Delphi Consensus Panel Report. Clin Ther 2018; 40:640-657. [DOI: 10.1016/j.clinthera.2018.02.014] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2017] [Revised: 02/19/2018] [Accepted: 02/23/2018] [Indexed: 12/13/2022]
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Iodine as Essential Nutrient during the First 1000 Days of Life. Nutrients 2018; 10:nu10030290. [PMID: 29494508 PMCID: PMC5872708 DOI: 10.3390/nu10030290] [Citation(s) in RCA: 108] [Impact Index Per Article: 15.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2018] [Revised: 02/22/2018] [Accepted: 02/27/2018] [Indexed: 12/21/2022] Open
Abstract
Iodine is an essential micronutrient incorporated into thyroid hormones. Although iodine deficiency can lead to a broad spectrum of disorders throughout life, it is most critical in the early stages of development, as the foetal brain is extremely dependent on iodine supply. During the last two decades, our understanding of thyroid physiology during gestation has substantially improved. Furthermore, thyroid hormone receptors have been identified and characterised in placental and embryonic tissues, allowing us to elucidate the maternal-foetal transfer of thyroid hormones. Experimental studies have demonstrated that the cyto-architecture of the cerebral cortex can be irreversibly disturbed in iodine deficiency causing abnormal neuron migratory patterns which are associated with cognitive impairment in children. In this context, the role of iodine as key factor in the programming of foetal and infant neurodevelopment, needs to be revisited with a special focus on areas of mild to moderate iodine deficiency. The objective of this review is to summarize the available evidence from both animals and human studies, for the effect of iodine deficiency (particularly, of maternal hypothyroxinemia) on brain development and neurological or behavioural disorders, such as lower intelligence quotient (IQ) or attention deficit hyperactivity disorder (ADHD).
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Mitra-Ganguli T, Kalita S, Bhushan S, Stough C, Kean J, Wang N, Sethi V, Khadilkar A. A Randomized, Double-Blind Study Assessing Changes in Cognitive Function in Indian School Children Receiving a Combination of Bacopa monnieri and Micronutrient Supplementation vs. Placebo. Front Pharmacol 2017; 8:678. [PMID: 29204115 PMCID: PMC5699204 DOI: 10.3389/fphar.2017.00678] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2017] [Accepted: 09/11/2017] [Indexed: 12/04/2022] Open
Abstract
Several studies have indicated a chronic cognitive enhancing effect of Bacopa monnieri across different ages and cognitive impairment associated with vitamin and mineral deficiencies in children. Therefore, we investigated the effects of 4-month supplementation with a combination of B. monnieri extract and multiple micronutrients on cognitive functions in Indian school children aged 7–12 years. This was a randomized, double-blind, parallel design, single-center study in which 300 children were randomized to receive a beverage either fortified with B. monnieri and multiple micronutrients (“fortified”) or a non-fortified isocaloric equivalent (“control”) twice-daily for 4 months. Cognitive function was assessed by the Cambridge Neuropsychological Automated Test Battery (CANTAB) administered at baseline, Day 60 and Day 121. The primary endpoint was change in short-term memory (working memory) from baseline in subjects receiving “fortified” vs. “control” beverages after 4 months. Secondary endpoints included sustained attention, episodic memory, and executive function. The “fortified” beverage did not significantly improve short-term memory or any of the secondary outcomes tested relative to the “control” beverage. However, the spatial working memory “strategy” score showed significant improvement on Day 60 (difference between groups in change from baseline: −0.55; p < 0.05), but not on Day 121 due to the active intervention. Study products were well-tolerated. Reasons for these unexpected findings are discussed.
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Affiliation(s)
| | | | | | - Con Stough
- Swinburne Centre for Human Psychopharmacology, Swinburne University, Victoria, BC, Australia
| | - James Kean
- Swinburne Centre for Human Psychopharmacology, Swinburne University, Victoria, BC, Australia
| | - Nan Wang
- GSK Research and Development Centre, Haryana, India
| | - Vidhu Sethi
- GSK Research and Development Centre, Haryana, India
| | - Anuradha Khadilkar
- Jehangir Clinical Development Centre Pvt. Ltd., Jehangir Hospital Premises, Maharashtra, India
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Nutrition (Micronutrients) in Child Growth and Development: A Systematic Review on Current Evidence, Recommendations and Opportunities for Further Research. J Dev Behav Pediatr 2017; 38:665-679. [PMID: 28746059 DOI: 10.1097/dbp.0000000000000482] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
OBJECTIVE An important aspect of malnutrition is deficiency of different micronutrients during pregnancy or early childhood. We systematically reviewed the role of nutrition in child growth (weight or height gain) and development. METHODS A comprehensive literature search was done on PubMed/Cochrane Library browsing through 38,795 abstracts until December 31, 2016 to select systematic reviews/meta-analyses and individual randomized controlled trials (RCTs) of micronutrient supplementation. RESULTS Micronutrients studied included iron, iodine, folate, zinc, calcium, magnesium, selenium, vitamin D, vitamin A, vitamin B complex, and multiple micronutrients. We summarize evidence with details and results of RCTs, highlight strengths/weaknesses, and critically interpret findings. Effects of breastfeeding-promotion, food-supplementation (complementary and school feeding), conditional-cash-transfers, and integrated nutrition/psychosocial interventions are discussed. CONCLUSION Based on this evidence we make policy and programmatic recommendations for supplementation to mothers and children at high-risk of deficiency.
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Mina TH, Lahti M, Drake AJ, Denison FC, Räikkönen K, Norman JE, Reynolds RM. Prenatal exposure to maternal very severe obesity is associated with impaired neurodevelopment and executive functioning in children. Pediatr Res 2017; 82:47-54. [PMID: 28288149 DOI: 10.1038/pr.2017.43] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2016] [Accepted: 02/06/2017] [Indexed: 01/09/2023]
Abstract
BackgroundPrenatal maternal obesity has been associated with an increased risk of neurocognitive problems in childhood, but there are fewer studies on executive functioning.MethodsTests and questionnaires to assess neurodevelopment, executive functioning, and the ability to delay gratification were conducted in 113 children (mean (SD)=4.24 (0.63) years of age) born to mothers with very severe obesity (SO, body mass index (BMI)⩾40 kg/m2, n=51) or to lean mothers (BMI⩽25 kg/m2, n=62).ResultsPrenatal maternal SO predicted poorer neurodevelopment (unstandardized regression coefficient (B)=-0.42, 95% confidence interval (CI) (-0.82; -0.02)), worse problem-solving (odd ratio (OR)=0.60, 95% CI (1.13; 0.07)), and fine motor skills (OR=4.91, 95% CI (1.27; 19.04)), poorer executive functioning in areas of attention, inhibitory control, and working memory (standardized B=3.75, 95% CI (1.01; 13.93)) but not in self-gratification delay. The effects were independent of maternal concurrent psychological well-being and child's BMI, but not independent of maternal education.ConclusionFuture studies should investigate whether perinatal management of maternal obesity could prevent adverse outcomes in child neurodevelopment.
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Affiliation(s)
- Theresia H Mina
- University/BHF Centre for Cardiovascular Sciences, Queen's Medical Research Institute, University of Edinburgh, Edinburgh, Scotland, UK.,Tommy's Centre for Maternal and Fetal Health, Queen's Medical Research Institute, University of Edinburgh, Edinburgh, Scotland, UK
| | - Marius Lahti
- University/BHF Centre for Cardiovascular Sciences, Queen's Medical Research Institute, University of Edinburgh, Edinburgh, Scotland, UK.,Institute of Behavioral Sciences, University of Helsinki, Helsinki, Finland
| | - Amanda J Drake
- University/BHF Centre for Cardiovascular Sciences, Queen's Medical Research Institute, University of Edinburgh, Edinburgh, Scotland, UK
| | - Fiona C Denison
- Tommy's Centre for Maternal and Fetal Health, Queen's Medical Research Institute, University of Edinburgh, Edinburgh, Scotland, UK.,MRC Centre for Reproductive Health, Queen's Medical Research Institute, University of Edinburgh, Edinburgh, Scotland, UK
| | - Katri Räikkönen
- Institute of Behavioral Sciences, University of Helsinki, Helsinki, Finland
| | - Jane E Norman
- Tommy's Centre for Maternal and Fetal Health, Queen's Medical Research Institute, University of Edinburgh, Edinburgh, Scotland, UK.,MRC Centre for Reproductive Health, Queen's Medical Research Institute, University of Edinburgh, Edinburgh, Scotland, UK
| | - Rebecca M Reynolds
- University/BHF Centre for Cardiovascular Sciences, Queen's Medical Research Institute, University of Edinburgh, Edinburgh, Scotland, UK.,Tommy's Centre for Maternal and Fetal Health, Queen's Medical Research Institute, University of Edinburgh, Edinburgh, Scotland, UK
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47
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Wang X, Hui Z, Dai X, Terry PD, Zhang Y, Ma M, Wang M, Deng F, Gu W, Lei S, Li L, Ma M, Zhang B. Micronutrient-Fortified Milk and Academic Performance among Chinese Middle School Students: A Cluster-Randomized Controlled Trial. Nutrients 2017; 9:nu9030226. [PMID: 28257107 PMCID: PMC5372889 DOI: 10.3390/nu9030226] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2017] [Accepted: 02/28/2017] [Indexed: 11/16/2022] Open
Abstract
Many children suffer from nutritional deficiencies that may negatively affect their academic performance. This cluster-randomized controlled trial aimed to test the effects of micronutrient-fortified milk in Chinese students. Participants received either micronutrient-fortified (n = 177) or unfortified (n = 183) milk for six months. Academic performance, motivation, and learning strategies were estimated by end-of-term tests and the Motivated Strategies for Learning Questionnaire. Blood samples were analyzed for micronutrients. In total, 296 students (82.2%) completed this study. Compared with the control group, students in the intervention group reported higher scores in several academic subjects (p < 0.05), including languages, mathematics, ethics, and physical performance at the end of follow-up. Students in the intervention group showed greater self-efficacy and use of cognitive strategies in learning, and reported less test anxiety (p < 0.001). Moreover, vitamin B2 deficiency (odds ratio (OR) = 0.18, 95% confidence interval (CI): 0.11~0.30) and iron deficiency (OR = 0.34, 95% CI: 0.14~0.81) were less likely in the students of the intervention group, whereas vitamin D, vitamin B12, and selenium deficiencies were not significantly different. “Cognitive strategy” had a partial mediating effect on the test scores of English (95% CI: 1.26~3.79) and Chinese (95% CI: 0.53~2.21). Our findings suggest that micronutrient-fortified milk may improve students’ academic performance, motivation, and learning strategies.
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Affiliation(s)
- Xiaoqin Wang
- Department of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an 710061, China.
| | - Zhaozhao Hui
- Department of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an 710061, China.
| | - Xiaoling Dai
- Department of Nursing, Shaanxi Provincial Tumor Hospital, Xi'an 710061, China.
| | - Paul D Terry
- Department of Medicine, University of Tennessee Medical Center, Knoxville, TN 37996, USA.
| | - Yue Zhang
- Department of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an 710061, China.
| | - Mei Ma
- Department of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an 710061, China.
| | - Mingxu Wang
- Department of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an 710061, China.
| | - Fu Deng
- Xi'an Tie Yi High School, Xi'an 710000, China.
| | - Wei Gu
- Department of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an 710061, China.
| | - Shuangyan Lei
- Department of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an 710061, China.
| | - Ling Li
- Department of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an 710061, China.
| | - Mingyue Ma
- Department of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an 710061, China.
| | - Bin Zhang
- Department of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an 710061, China.
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