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Lorca-Camara V, Bosque-Prous M, Bes-Rastrollo M, O'Callaghan-Gordo C, Bach-Faig A. Environmental and Health Sustainability of the Mediterranean Diet: A Systematic Review. Adv Nutr 2024; 15:100322. [PMID: 39426729 PMCID: PMC11605453 DOI: 10.1016/j.advnut.2024.100322] [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: 02/08/2024] [Revised: 09/12/2024] [Accepted: 10/14/2024] [Indexed: 10/21/2024] Open
Abstract
The Mediterranean diet (MD) has been shown to be a healthy dietary pattern (DP), and lately it is increasingly being studied as a sustainable DP. The aim of this study is to analyze whether the MD is a sustainable and healthy DP accounting for its carbon footprint, water footprint (WF), land use (LU), and/or energy use, based on the existing scientific literature. We conducted a systematic review following PRISMA guidelines and registered in PROSPERO (CRD42022309916). We included 35 studies: 25 modeling studies, 7 cross-sectional, and 3 longitudinal. Twenty-four studies compared the sustainability of the MD with that of other DPs; 21 assessed the sustainability of the MD compared with dietary consumption data; and 9 evaluated the MD's adherence and its environmental impacts. A total of 29 studies analyzed the carbon footprint, 11 the LU, 20 the WF, and 7 the energy use of the MD. Six articles assessed the health aspect of the diet apart from the environmental impact. The MD showed high nutritional quality, ranging between 122 and 178 points on the health score and between 13.51 and 90.6 points on the nutrient-rich food index. Using the results for environmental footprints in the same measurement units, we were able to quantitatively compare the most frequently assessed diets with MD. When compared with other diets, 91% of the studies referred to the MD as a sustainable DP, and most of the articles in which its adherence was assessed obtained an inverse correlation with the environmental footprints. Environmental footprints of the MD ranged from 1.03 to 5.08 kg CO2-eq/person-day for greenhouse gas emissions, 257.2-2735.2 L/person-day for WF, and 4-14.8 m2/person-day and 2.85-3.32 m2∗year/d for LU. In summary, the available evidence suggests that, in general, the MD is a sustainable and healthy DP, which aligns with planetary health.
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Affiliation(s)
| | - Marina Bosque-Prous
- Epi4health Research Group, Faculty of Health Sciences, Universitat Oberta de Catalunya (UOC), Barcelona, Spain; Departament de Psicobiologia i Metodologia en Ciències de la Salut, Universitat Autònoma de Barcelona (UAB), Bellaterra, Spain.
| | - Maira Bes-Rastrollo
- CIBERobn, Instituto de Salud Carlos III, Madrid, Spain; IdiSNa, Navarra Institute for Health Research, Pamplona, Spain; Department of Preventive Medicine and Public Health, University of Navarra, Pamplona, Spain
| | - Cristina O'Callaghan-Gordo
- Faculty of Health Sciences, Universitat Oberta de Catalunya (UOC), Barcelona, Spain; ISGlobal, Barcelona, Spain; Universitat Pompeu Fabra (UPF), Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | - Anna Bach-Faig
- FoodLab Research Group (2021 SGR 01357), Faculty of Health Sciences, Universitat Oberta de Catalunya (UOC), Barcelona, Spain
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Homs C, Berruezo P, Según G, Torres S, Ribera M, Sauri A, Tejada J, Ródenas J, Juton C, Milà R, Fíto M, Gómez SF, Schröder H. Adherence to the Mediterranean diet and changes in body mass index. Pediatr Res 2024:10.1038/s41390-024-03595-5. [PMID: 39385014 DOI: 10.1038/s41390-024-03595-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Revised: 09/02/2024] [Accepted: 09/07/2024] [Indexed: 10/11/2024]
Abstract
BACKGROUND Diet is considered a determinant of weight status, however, more evidence is needed for children. The Mediterranean diet (MedDiet) is one of the healthiest worldwide. This study analyzes the prospective association between adherence to the MedDiet at baseline and changes in standardized body mass index (zBMI) and the incidence of excessive weight. METHODS 1389 children participated with a follow-up of 15 months. Weight, height, and adherence to the MedDiet were measured (baseline and follow-up). RESULTS Multiple logistic regression analysis revealed that a high increase in zBMI was associated with lower odds of eating vegetables once [OR 0.74 (95% CI 0.57-0.98)] or more a day [OR 0.68 (95% CI 0.49-0.95)], nuts 2-3 times/week [OR 0.74 (95% CI 0.56-0.97)] or 2 cups of yogurt or/and cheese daily [OR 0.74 (95% CI 0.55-0.99)]. Not consuming each food item was used as reference. Multiple linear regression analysis showed a negative (β = -0.010, p = 0.040) association between the MedDiet at baseline and changes in zBMI at follow-up, significance disappeared (p = 0.082) after final adjustment for baseline zBMI. CONCLUSION Baseline MedDiet was not significantly associated with the incidence of excessive weight at follow-up. The MedDiet was positively associated with changes in zBMI, however the effect size was small. IMPACT The present longitudinal study contributes knowledge regarding the adherence to Mediterranean diet as a predictive variable of weight status evolution in children. Higher adherence to the Mediterranean diet at baseline was prospectively and inversely associated with changes in zBMI after 15 months of follow-up. Consuming vegetables, nuts, and yoghurt/cheese according to the recommendations reduces the likelihood of having a high increase in zBMI after 15 months of follow-up.
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Affiliation(s)
- Clara Homs
- Gasol Foundation Europe, Sant Boi de Llobregat, Barcelona, Spain
- Global Research on Wellbeing (GRoW) Research Group, Blanquerna School of Health Sciences-University Ramon Llull, Barcelona, Spain
| | - Paula Berruezo
- Gasol Foundation Europe, Sant Boi de Llobregat, Barcelona, Spain
- Public Health and Epidemiology Research Group, School of Medicine, University of Alcalá, Alcalá de Henares, Madrid, Spain
| | - Genís Según
- Gasol Foundation Europe, Sant Boi de Llobregat, Barcelona, Spain
- University of Lleida, Lleida, Spain
| | - Silvia Torres
- Gasol Foundation Europe, Sant Boi de Llobregat, Barcelona, Spain
- Faculty of Health Science and Wellbeing, University of Vic-University Central of Catalonia, Vic, Barcelona, Spain
| | - Mar Ribera
- Gasol Foundation Europe, Sant Boi de Llobregat, Barcelona, Spain
| | - Albert Sauri
- Gasol Foundation Europe, Sant Boi de Llobregat, Barcelona, Spain
| | - Julen Tejada
- Gasol Foundation Europe, Sant Boi de Llobregat, Barcelona, Spain
| | - Jan Ródenas
- Gasol Foundation Europe, Sant Boi de Llobregat, Barcelona, Spain
| | - Charlotte Juton
- Endocrinology Department, Institut de Recerca Sant Joan de Déu, Barcelona, Spain
| | - Raimon Milà
- Global Research on Wellbeing (GRoW) Research Group, Blanquerna School of Health Sciences-University Ramon Llull, Barcelona, Spain
| | - Montserrat Fíto
- Cardiovascular Risk and Nutrition Research Group (CARIN), IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
- CIBER of Pathophysiology of Obesity and Nutrition (CIBEROBN), Carlos III Health Institute, Madrid, Spain
| | - Santiago F Gómez
- Gasol Foundation Europe, Sant Boi de Llobregat, Barcelona, Spain.
- Cardiovascular Risk and Nutrition Research Group (CARIN), IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain.
- GREpS, Health Education Research Group, Nursing and Physiotherapy Department, University of Lleida, Lleida, Spain.
- CIBER of Epidemiology and Public Health (CIBERESP), Carlos III Health Institute, Madrid, Spain.
| | - Helmut Schröder
- Cardiovascular Risk and Nutrition Research Group (CARIN), IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain.
- CIBER of Epidemiology and Public Health (CIBERESP), Carlos III Health Institute, Madrid, Spain.
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Pérez-Gimeno G, Seral-Cortes M, Sabroso-Lasa S, Esteban LM, Widhalm K, Gottrand F, Stehle P, Meirhaeghe A, Muntaner M, Kafatos A, Gutierrez A, Manios Y, Anastasiou CA, Gonzalez-Gross M, Breidenassel C, Censi L, de Henauw S, Labayen I, Bueno-Lozano G, Rupérez AI, Moreno LA. Interplay of the Mediterranean diet and genetic hypertension risk on blood pressure in European adolescents: Findings from the HELENA study. Eur J Pediatr 2024; 183:2101-2110. [PMID: 38349423 PMCID: PMC11035432 DOI: 10.1007/s00431-024-05435-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Revised: 01/03/2024] [Accepted: 01/11/2024] [Indexed: 04/23/2024]
Abstract
Early-life onset of high blood pressure is associated with the development of cardiovascular diseases in adulthood. In adolescents, limited evidence exists regarding the association between adherence to the Mediterranean Diet (MedDiet) and normal blood pressure (BP) levels, as well as its potential to modulate genetic predisposition to HTN. This study investigated the interaction between a MedDiet score and a recently developed HTN-genetic risk score (HTN-GRS) on blood pressure levels in a European adolescent cohort. The MedDiet score was derived from two non-consecutive 24-h dietary recalls and ranged from 0 (indicating low adherence) to 9 (indicating high adherence). Multiple linear regression models, adjusted for covariates, were employed to examine the relationship between the MedDiet score and BP z-scores and to assess the interaction effects between the MedDiet score and HTN-GRS on BP z-scores. MedDiet score showed a negative association with z-systolic BP (SBP) (ß = -0.40, p < 0.001) and z-diastolic BP (DBP) (ß = -0.29, p = 0.001). Additionally, a significant interaction effect was identified between the MedDiet score and HTN-GRS on z-SBP (ß = 0.02, p < 0.001) and z-DBP (ß = 0.02, p < 0.001). The modulatory effect of the MedDiet was more pronounced in females than in males, and HTN-GRS exhibited a stronger influence on DBP than on SBP. Conclusion: The study suggests that higher adherence to the MedDiet is associated with reduced BP levels in adolescents and provides evidence of a genetic-diet interaction influencing BP in adolescents. What is Known: • Adherence to the Mediterranean diet may reduce BP levels. What is New: • It is the first study to assess the connection between adherence to a Mediterranean diet, a hypertension genetic risk score, and how they interact in influencing blood pressure. • It is conducted within a multicenter cohort of European adolescents.
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Affiliation(s)
- Gloria Pérez-Gimeno
- Growth, Exercise, NUtrition and Development (GENUD), Research Group, Instituto Agroalimentario de Aragón (IA2), Instituto de Investigación Sanitaria Aragón (IIS Aragón) Universidad de Zaragoza, Zaragoza, Spain
| | - Miguel Seral-Cortes
- Growth, Exercise, NUtrition and Development (GENUD), Research Group, Instituto Agroalimentario de Aragón (IA2), Instituto de Investigación Sanitaria Aragón (IIS Aragón) Universidad de Zaragoza, Zaragoza, Spain
- Centro de Investigación Biomédica en Red de Fisiopatología de la Obesidad y la Nutrición (CIBERObn), Instituto de Salud Carlos III, Madrid, Spain
| | - Sergio Sabroso-Lasa
- Genetic and Molecular Epidemiology Group (GMEG), Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | | | - Kurt Widhalm
- Division of Clinical Nutrition and Prevention, Department of Pediatrics, Medical University of Vienna, 1090, Vienna, Austria
| | - Frederic Gottrand
- Univ. Lille, Inserm, CHU Lille, - INFINITE - Institute for Translational Research in Inflammation, Lille, France
| | - Peter Stehle
- Department of Nutrition and Food Sciences, University of Bonn, Bonn, Germany
| | - Aline Meirhaeghe
- Risk Factors and Molecular Determinants of Aging-Related Diseases (RID-AGE), Centre Hosp. Univ Lille, Institut Pasteur de Lille, Université de Lille, Lille, France
| | - Manon Muntaner
- Risk Factors and Molecular Determinants of Aging-Related Diseases (RID-AGE), Centre Hosp. Univ Lille, Institut Pasteur de Lille, Université de Lille, Lille, France
| | - Anthony Kafatos
- University of Crete School of Medicine, Heraklion, Crete, Greece
| | | | - Yannis Manios
- Institute of Agri-food and Life Sciences, Hellenic Mediterranean University Research Centre, Heraklion, Greece
| | - Costas A Anastasiou
- Institute of Agri-food and Life Sciences, Hellenic Mediterranean University Research Centre, Heraklion, Greece
| | - Marcela Gonzalez-Gross
- Centro de Investigación Biomédica en Red de Fisiopatología de la Obesidad y la Nutrición (CIBERObn), Instituto de Salud Carlos III, Madrid, Spain
- ImFine Research Group, Department of Health and Human Performance, Facultad de Ciencias de la Actividad Física y del Deporte-INEF, Universidad Politécnica de Madrid, Madrid, Spain
| | - Christina Breidenassel
- Department of Nutrition and Food Sciences, University of Bonn, Bonn, Germany
- Council for Agricultural Research and Economics, Research Centre for Food and Nutrition, Granada, Italy
| | - Laura Censi
- Council for Agricultural Research and Economics, Research Centre for Food and Nutrition, Granada, Italy
| | - Stefaan de Henauw
- Department of Public Health and Primary Care, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium
| | - Idoia Labayen
- Centro de Investigación Biomédica en Red de Fisiopatología de la Obesidad y la Nutrición (CIBERObn), Instituto de Salud Carlos III, Madrid, Spain
- Department of Health Sciences, Institute for Sustainability & Food Chain Innovation, Public University of Navarra, Pamplona, Spain
| | - Gloria Bueno-Lozano
- Growth, Exercise, NUtrition and Development (GENUD), Research Group, Instituto Agroalimentario de Aragón (IA2), Instituto de Investigación Sanitaria Aragón (IIS Aragón) Universidad de Zaragoza, Zaragoza, Spain.
- Centro de Investigación Biomédica en Red de Fisiopatología de la Obesidad y la Nutrición (CIBERObn), Instituto de Salud Carlos III, Madrid, Spain.
| | - Azahara I Rupérez
- Growth, Exercise, NUtrition and Development (GENUD), Research Group, Instituto Agroalimentario de Aragón (IA2), Instituto de Investigación Sanitaria Aragón (IIS Aragón) Universidad de Zaragoza, Zaragoza, Spain
| | - Luis A Moreno
- Growth, Exercise, NUtrition and Development (GENUD), Research Group, Instituto Agroalimentario de Aragón (IA2), Instituto de Investigación Sanitaria Aragón (IIS Aragón) Universidad de Zaragoza, Zaragoza, Spain
- Centro de Investigación Biomédica en Red de Fisiopatología de la Obesidad y la Nutrición (CIBERObn), Instituto de Salud Carlos III, Madrid, Spain
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Kaźmierczak-Siedlecka K, Maciejewska-Markiewicz D, Sykulski M, Gruszczyńska A, Herman-Iżycka J, Wyleżoł M, Katarzyna Petriczko K, Palma J, Jakubczyk K, Janda-Milczarek K, Skonieczna-Żydecka K, Stachowska E. Gut Microbiome-How Does Two-Month Consumption of Fiber-Enriched Rolls Change Microbiome in Patients Suffering from MASLD? Nutrients 2024; 16:1173. [PMID: 38674864 PMCID: PMC11053994 DOI: 10.3390/nu16081173] [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: 02/26/2024] [Revised: 04/04/2024] [Accepted: 04/07/2024] [Indexed: 04/28/2024] Open
Abstract
BACKGROUND The occurrence of metabolic dysfunction-associated steatotic liver disease (MASLD) is a growing global problem which commonly affects patients with co-existing diseases/conditions, such as type 2 diabetes and dyslipidemia. The effective treatment of MASLD is still limited; however, diet plays a significant role in its management. There are multiple beneficial properties of dietary fiber, including its ability to modify the gut microbiome. Therefore, the aim of this study was to determine the effect of the consumption of fiber-enriched rolls on the gut microbiome and microbial metabolites in patients suffering from MASLD. METHODS The participants were recruited according to the inclusion criteria and were required to consume fiber-enriched rolls containing either 6 g or 12 g of fiber. There were three assessment timepoints, when the anthropometric and laboratory parameters were measured, and 16s on nanopore sequencing of the fecal microbiome was conducted. RESULTS Firmicutes and Bacteroidetes were the most abundant phyla in the patients living with MASLD. It was demonstrated that the amount of short-chain fatty acids (SCFAs) changed after the consumption of fiber-enriched rolls; however, this was strongly associated with both the timepoint and the type of SCFAs-acetate and butyrate. Additionally, the high-fiber diet was related to the increase in phyla diversity (p = 0.006571). CONCLUSIONS Overall, the introduction of an appropriate amount of fiber to the diet seems to be promising for patients suffering from MASLD due to its ability to create an improvement in gut microbiome-related aspects.
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Affiliation(s)
- Karolina Kaźmierczak-Siedlecka
- Department of Medical Laboratory Diagnostics—Fahrenheit Biobank BBMRI.pl, Medical University of Gdansk, 80-211 Gdansk, Poland;
| | - Dominika Maciejewska-Markiewicz
- Department of Human Nutrition and Metabolomics, Pomeranian Medical University, 71-460 Szczecin, Poland; (D.M.-M.); (K.J.); (K.J.-M.)
| | - Maciej Sykulski
- Department of Medical Genetics, Medical University of Warsaw, 02-106 Warsaw, Poland
| | - Agata Gruszczyńska
- Department of Medicine, Division of Oncology, Washington University School of Medicine, St. Louis, MO 63110, USA;
| | | | - Mariusz Wyleżoł
- Department of General, Vascular and Oncological Surgery, Medical University of Warsaw, 02-091 Warsaw, Poland;
| | - Karolina Katarzyna Petriczko
- Translational Medicine Group, Pomeranian Medical University, 70-204 Szczecin, Poland;
- Department of Gastroenterology and Internal Medicine, SPWSZ Hospital, 71-455 Szczecin, Poland
| | - Joanna Palma
- Department of Biochemical Sciences, Pomeranian Medical University in Szczecin, Broniewskiego 24, 71-460 Szczecin, Poland;
| | - Karolina Jakubczyk
- Department of Human Nutrition and Metabolomics, Pomeranian Medical University, 71-460 Szczecin, Poland; (D.M.-M.); (K.J.); (K.J.-M.)
| | - Katarzyna Janda-Milczarek
- Department of Human Nutrition and Metabolomics, Pomeranian Medical University, 71-460 Szczecin, Poland; (D.M.-M.); (K.J.); (K.J.-M.)
| | - Karolina Skonieczna-Żydecka
- Department of Biochemical Sciences, Pomeranian Medical University in Szczecin, Broniewskiego 24, 71-460 Szczecin, Poland;
| | - Ewa Stachowska
- Department of Human Nutrition and Metabolomics, Pomeranian Medical University, 71-460 Szczecin, Poland; (D.M.-M.); (K.J.); (K.J.-M.)
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Laamanen SE, Eloranta AM, Haapala EA, Sallinen T, Schwab U, Lakka TA. Associations of diet quality and food consumption with serum biomarkers for lipid and amino acid metabolism in Finnish children: the PANIC study. Eur J Nutr 2024; 63:623-637. [PMID: 38127151 PMCID: PMC10899368 DOI: 10.1007/s00394-023-03293-8] [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: 12/10/2022] [Accepted: 11/28/2023] [Indexed: 12/23/2023]
Abstract
PURPOSE To investigate the associations of overall diet quality and dietary factors with serum biomarkers for lipid and amino acid metabolism in a general population of children. METHODS We studied 194 girls and 209 boys aged 6-8 years participating in the Physical Activity and Nutrition in Children study. Food consumption was assessed by 4-day food records and diet quality was quantified by the Finnish Children Healthy Eating Index (FCHEI). Fasting serum fatty acids, amino acids, apolipoproteins, as well as lipoprotein particle sizes were analyzed with high-throughput nuclear magnetic resonance spectroscopy. Data were analyzed using linear regression adjusted for age, sex, and body fat percentage. RESULTS FCHEI was directly associated with the ratio of polyunsaturated (PUFA) to saturated fatty acids (SFA) (PUFA/SFA), the ratio of PUFA to monounsaturated fatty acids (MUFA) (PUFA/MUFA), the ratio of PUFA to total fatty acids (FA) (PUFA%), the ratio of omega-3-fatty acids to total FA (omega-3 FA%), and inversely associated with the ratio of MUFA to total FA (MUFA%), alanine, glycine, histidine and very-low density lipoprotein (VLDL) particle size. Consumption of vegetable oils and vegetable-oil-based margarine (≥ 60% fat) was directly associated with PUFA/SFA, PUFA/MUFA, PUFA%, the ratio of omega-6 FA to total FA (omega-6 FA%), and inversely associated with SFA, MUFA, SFA to total FA (SFA%), MUFA%, alanine and VLDL particle size. Consumption of high-fiber grain products directly associated with PUFA/SFA, PUFA/MUFA, omega-3 FA%, omega-6 FA%, PUFA% and inversely associated with SFA and SFA%. Fish consumption directly related to omega-3 FA and omega-3 FA%. Consumption of sugary products was directly associated with histidine and VLDL particle size. Vegetable, fruit, and berry consumption had direct associations with VLDL particle size and the ratio of apolipoprotein B to apolipoprotein A1. Consumption of low fat (< 1%) milk was directly associated with phenylalanine. A higher consumption of high-fat (≥ 1%) milk was associated with lower serum MUFA/SFA and higher SFA%. Sausage consumption was directly related to SFA% and histidine. Red meat consumption was inversely associated with glycine. CONCLUSIONS Better diet quality, higher in intake of dietary sources of unsaturated fat and fiber, and lower in sugary product intake were associated with more favorable levels of serum biomarkers for lipid and amino acid metabolism independent of adiposity. TRIAL REGISTRATION ClinicalTrials.gov: NCT01803776, registered March 3, 2013.
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Affiliation(s)
- Suvi E Laamanen
- Institute of Public Health and Clinical Nutrition, School of Medicine, University of Eastern Finland, Kuopio, Finland.
| | - Aino-Maija Eloranta
- Institute of Public Health and Clinical Nutrition, School of Medicine, University of Eastern Finland, Kuopio, Finland
- Institute of Biomedicine, School of Medicine, University of Eastern Finland, Kuopio, Finland
- Department of Medicine, Endocrinology and Clinical Nutrition, Kuopio University Hospital, Kuopio, Finland
| | - Eero A Haapala
- Institute of Biomedicine, School of Medicine, University of Eastern Finland, Kuopio, Finland
- Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland
| | - Taisa Sallinen
- Institute of Public Health and Clinical Nutrition, School of Medicine, University of Eastern Finland, Kuopio, Finland
- Institute of Biomedicine, School of Medicine, University of Eastern Finland, Kuopio, Finland
| | - Ursula Schwab
- Institute of Public Health and Clinical Nutrition, School of Medicine, University of Eastern Finland, Kuopio, Finland
- Department of Medicine, Endocrinology and Clinical Nutrition, Kuopio University Hospital, Kuopio, Finland
| | - Timo A Lakka
- Institute of Biomedicine, School of Medicine, University of Eastern Finland, Kuopio, Finland
- Department of Clinical Physiology and Nuclear Medicine, Kuopio University Hospital, Kuopio, Finland
- Kuopio Research Institute of Exercise Medicine, Kuopio, Finland
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Madadizadeh F, Bahariniya S. Tutorial on statistical data reduction methods for exploring dietary patterns. Clin Nutr ESPEN 2023; 58:228-234. [PMID: 38057011 DOI: 10.1016/j.clnesp.2023.09.916] [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: 03/03/2023] [Revised: 08/31/2023] [Accepted: 09/17/2023] [Indexed: 12/08/2023]
Abstract
Diet is one of the most important factors affecting human health and it is different for each person. Examining individual foods in the diet does not provide sufficient information to the researcher, so we need food patterns to obtain more complete information. Food pattern analysis is also a complementary approach that is carried out by statistical methods and provides additional evidence in this regard. In this tutorial article, we have tried to briefly explain all statistical analyses which can used for dietary pattern analysis.
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Affiliation(s)
- Farzan Madadizadeh
- Center for Healthcare Data Modeling, Departments of Biostatistics and Epidemiology, School of Public Health, Shahid Sadoughi University of Medical Sciences, Yazd, Iran.
| | - Sajjad Bahariniya
- Health Services Management, School of Public Health, Shahid Sadoughi University of Medical Sciences, Yazd, Iran.
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7
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Cacau LT, Hanley-Cook GT, Huybrechts I, De Henauw S, Kersting M, Gonzalez-Gross M, Gottrand F, Ferrari M, Nova E, Castillo MJ, Molnár D, Widhalm K, Androutsos O, Manios Y, Stehle P, Lachat C, Marchioni DM, Moreno LA. Relative validity of the Planetary Health Diet Index by comparison with usual nutrient intakes, plasma food consumption biomarkers, and adherence to the Mediterranean diet among European adolescents: the HELENA study. Eur J Nutr 2023; 62:2527-2539. [PMID: 37171585 DOI: 10.1007/s00394-023-03171-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Accepted: 05/04/2023] [Indexed: 05/13/2023]
Abstract
PURPOSE The EAT-Lancet Commission proposed an evidence-based global reference diet to improve human health within planetary boundaries. Recently, the Planetary Health Diet Index (PHDI) was developed based on the EAT-Lancet recommendations and validated among Brazilian adults. However, the relative validity of the PHDI in adolescents has yet to be assessed. Thus, we aimed to evaluate the relative validity of the PHDI in European adolescents. METHODS We used cross-sectional data from 1804 adolescents (12.5-17.5 years) enrolled in the Healthy Lifestyle in Europe by Nutrition in Adolescence (HELENA) study. The PHDI (0-150 points) was calculated based on dietary intake data from two non-consecutive 24-h dietary recalls. Associations between the PHDI and usual nutrient intakes, plasma food consumption biomarkers, and adherence to the Mediterranean diet were evaluated using multivariable-adjusted mixed-effects linear regression models. RESULTS Higher PHDI score was associated with greater intakes of nutrients predominantly from plant-source foods, such as vegetable protein, vitamin E, and folate and with lower intake of nutrients predominately from animal-source foods, such as total and saturated fat, cholesterol, and animal protein. Furthermore, a higher PHDI score was also positively associated with plasma β-carotene, vitamin C, vitamin D, folate, and ferritin concentrations, while negatively associated with trans-fatty acids concentration. Moreover, higher PHDI was related to a greater adherence to the Mediterranean dietary pattern. CONCLUSIONS The PHDI showed good relative validity among adolescents in the HELENA study. Hence, future research should assess adherence to the PHDI and long-term health outcomes.
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Affiliation(s)
- Leandro Teixeira Cacau
- Growth, Exercise, Nutrition and Development (GENUD) Research Group, Facultad de Ciencias de La Salud, Universidad de Zaragoza, Zaragoza, Spain.
- Department of Nutrition, School of Public Health, University of São Paulo, Av. Dr. Arnaldo, 715, Cerqueira César, São Paulo, SP, 01246-904, Brazil.
- Department of Public Health and Primary Care, Ghent University, Ghent, Belgium.
| | - Giles T Hanley-Cook
- Department of Food Technology, Safety and Health, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium
| | - Inge Huybrechts
- Nutritional Epidemiology Group, Nutrition and Metabolism Section, International Agency for Research on Cancer, World Health Organization (IARC/WHO), Lyon, France
| | - Stefaan De Henauw
- Department of Public Health and Primary Care, Ghent University, Ghent, Belgium
| | - Mathilde Kersting
- Research Department of Child Nutrition, University Hospital of Pediatrics and Adolescent Medicine, Ruhr-University Bochum, Bochum, Germany
| | - Marcela Gonzalez-Gross
- Centro de Investigación Biomédica en Red de Fisiopatología de La Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
- ImFINE Research Group, Department of Health and Human Performance, Universidad Politécnica de Madrid, Madrid, Spain
| | - Frederic Gottrand
- Institute for Translational Research in Inflammation (INFINITE), University Lille, Lille, France
| | - Marika Ferrari
- Council for Agricultural Research and Economics, Research Center for Food and Nutrition, Rome, Italy
| | - Esther Nova
- Department of Metabolism and Nutrition, Institute of Food Science and Technology and Nutrition (ICTAN), Spanish National Research Council (CSIC), Madrid, Spain
| | - Manuel J Castillo
- Department of Physiology, Faculty of Medicine, University of Granada, Granada, Spain
| | - Dénes Molnár
- Department of Pediatrics, Medical School, University of Pécs, Pécs, Hungary
| | - Kurt Widhalm
- Department of Gastroenterology and Hepatology, Medical University of Vienna, Vienna, Austria
| | - Odysseas Androutsos
- Department of Nutrition and Dietetics, School of Health Science and Education, Harokopio University, Athens, Greece
- Department of Nutrition and Dietetics, University of Thessaly, Trikala, Greece
| | - Yannis Manios
- Department of Nutrition and Dietetics, School of Health Science and Education, Harokopio University, Athens, Greece
- Institute of Agri-Food and Life Sciences, Hellenic Mediterranean University Research Centre, Heraklion, Greece
| | - Peter Stehle
- Department of Nutrition and Food Sciences, University of Bonn, Bonn, Germany
| | - Carl Lachat
- Department of Food Technology, Safety and Health, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium
| | - Dirce Maria Marchioni
- Department of Nutrition, School of Public Health, University of São Paulo, Av. Dr. Arnaldo, 715, Cerqueira César, São Paulo, SP, 01246-904, Brazil
| | - Luis A Moreno
- Growth, Exercise, Nutrition and Development (GENUD) Research Group, Facultad de Ciencias de La Salud, Universidad de Zaragoza, Zaragoza, Spain
- Centro de Investigación Biomédica en Red de Fisiopatología de La Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
- Instituto Agroalimentario de Aragon (IA2), Zaragoza, Spain
- Instituto de Investigacion Sanitaria Aragon (IIS Aragon), Zaragoza, Spain
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8
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Lyzwinski LN, Elgendi M, Menon C. Conversational Agents and Avatars for Cardiometabolic Risk Factors and Lifestyle-Related Behaviors: Scoping Review. JMIR Mhealth Uhealth 2023; 11:e39649. [PMID: 37227765 PMCID: PMC10251225 DOI: 10.2196/39649] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Revised: 10/04/2022] [Accepted: 12/23/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND In recent years, there has been a rise in the use of conversational agents for lifestyle medicine, in particular for weight-related behaviors and cardiometabolic risk factors. Little is known about the effectiveness and acceptability of and engagement with conversational and virtual agents as well as the applicability of these agents for metabolic syndrome risk factors such as an unhealthy dietary intake, physical inactivity, diabetes, and hypertension. OBJECTIVE This review aimed to get a greater understanding of the virtual agents that have been developed for cardiometabolic risk factors and to review their effectiveness. METHODS A systematic review of PubMed and MEDLINE was conducted to review conversational agents for cardiometabolic risk factors, including chatbots and embodied avatars. RESULTS A total of 50 studies were identified. Overall, chatbots and avatars appear to have the potential to improve weight-related behaviors such as dietary intake and physical activity. There were limited studies on hypertension and diabetes. Patients seemed interested in using chatbots and avatars for modifying cardiometabolic risk factors, and adherence was acceptable across the studies, except for studies of virtual agents for diabetes. However, there is a need for randomized controlled trials to confirm this finding. As there were only a few clinical trials, more research is needed to confirm whether conversational coaches may assist with cardiovascular disease and diabetes, and physical activity. CONCLUSIONS Conversational coaches may regulate cardiometabolic risk factors; however, quality trials are needed to expand the evidence base. A future chatbot could be tailored to metabolic syndrome specifically, targeting all the areas covered in the literature, which would be novel.
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Affiliation(s)
- Lynnette Nathalie Lyzwinski
- Menrva Research Group, Schools of Mechatronic Systems Engineering and Engineering Science, Simon Fraser University, Metro Vancouver, BC, Canada
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada
| | - Mohamed Elgendi
- Biomedical and Mobile Health Technology Lab, Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland
| | - Carlo Menon
- Menrva Research Group, Schools of Mechatronic Systems Engineering and Engineering Science, Simon Fraser University, Metro Vancouver, BC, Canada
- Biomedical and Mobile Health Technology Lab, Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland
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9
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Borasio F, De Cosmi V, D’Oria V, Scaglioni S, Syren MLE, Turolo S, Agostoni C, Coniglio M, Molteni M, Antonietti A, Lorusso ML. Associations between Dietary Intake, Blood Levels of Omega-3 and Omega-6 Fatty Acids and Reading Abilities in Children. Biomolecules 2023; 13:biom13020368. [PMID: 36830737 PMCID: PMC9952928 DOI: 10.3390/biom13020368] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2022] [Revised: 02/10/2023] [Accepted: 02/13/2023] [Indexed: 02/18/2023] Open
Abstract
Lower levels of omega-3 polyunsaturated fatty acids (PUFAs) have been described in individuals with reading difficulties, but the degree and the nature of such deficiencies as well as the role of nutrition are a matter of debate. The aim of the present study was to investigate the associations between PUFA blood levels, nutritional status, and reading/writing/phonological awareness performances in 42 school-age children with varying levels of reading ability. Significant correlations were found between PUFA levels (specific omega-6/omega-3 ratios), the ratio of omega-6-derived calories to the total amount of calories and reading scores. Mediation analysis showed a mediating effect of fatty acids on the association between reading speed scores and nutritional status. Moderation analysis, moreover, showed that the associations of omega-6/omega-3 ratios in the blood and Kcal omega-6/Kcal total in dietary intake were moderated by reading speed performances. Results of the mediation and moderation models confirm that the associations of dietary intake with PUFA levels in the blood vary depending on learning abilities. Reading skills appear to be sensitive to the effects of a complex set of favorable conditions related to the presence of higher omega-3 blood levels. These conditions may reflect the action of dietary as well as genetic and epigenetic mechanisms.
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Affiliation(s)
- Francesca Borasio
- Scientific Institute IRCSS E. Medea, Unit of Child Psychopathology, 23842 Bosisio Parini, Italy
- Department of Psychology, Catholic University of the Sacred Heart, 20123 Milan, Italy
| | - Valentina De Cosmi
- Department of Clinical and Community Sciences, University of Milan, 20122 Milan, Italy
| | - Veronica D’Oria
- Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, Anestesia e Terapia Intensiva Donna-Bambino, 20122 Milan, Italy
| | - Silvia Scaglioni
- Fondazione De Marchi, Department of Pediatrics, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy
| | | | - Stefano Turolo
- Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, SC Nephrology Dialysis and Pediatric Transplantation, 20122 Milan, Italy
| | - Carlo Agostoni
- Department of Clinical and Community Sciences, University of Milan, 20122 Milan, Italy
- SC Pediatria-Immunoreumatologia, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy
| | - Marilena Coniglio
- Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, SC Child and Adolescent Neuropsychiatry, 20122 Milan, Italy
| | - Massimo Molteni
- Scientific Institute IRCSS E. Medea, Unit of Child Psychopathology, 23842 Bosisio Parini, Italy
| | - Alessandro Antonietti
- Department of Psychology, Catholic University of the Sacred Heart, 20123 Milan, Italy
| | - Maria Luisa Lorusso
- Scientific Institute IRCSS E. Medea, Unit of Child Psychopathology, 23842 Bosisio Parini, Italy
- Correspondence:
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10
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González-Domínguez Á, Domínguez-Riscart J, Millán-Martínez M, Lechuga-Sancho AM, González-Domínguez R. Exploring the association between circulating trace elements, metabolic risk factors, and the adherence to a Mediterranean diet among children and adolescents with obesity. Front Public Health 2023; 10:1016819. [PMID: 36711380 PMCID: PMC9880061 DOI: 10.3389/fpubh.2022.1016819] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Accepted: 12/27/2022] [Indexed: 01/15/2023] Open
Abstract
Diet is one of the most important modifiable lifestyle factors for preventing and treating obesity. In this respect, the Mediterranean diet (MD) has proven to be a rich source of a myriad of micronutrients with positive repercussions on human health. Herein, we studied an observational cohort of children and adolescents with obesity (N = 26) to explore the association between circulating blood trace elements and the degree of MD adherence, as assessed through the KIDMED questionnaire. Participants with higher MD adherence showed better glycemic/insulinemic control and a healthier lipid profile, as well as raised plasma levels of selenium, zinc, cobalt, molybdenum, and arsenic, and increased erythroid content of selenium. Interestingly, we found that these MD-related mineral alterations were closely correlated with the characteristic metabolic complications behind childhood obesity, namely hyperglycemia, hyperinsulinemia, and dyslipidemia (p < 0.05, |r| > 0.35). These findings highlight the pivotal role that dietary trace elements may play in the pathogenesis of obesity and related disorders.
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Affiliation(s)
- Álvaro González-Domínguez
- Instituto de Investigación e Innovación Biomédica de Cádiz (INiBICA), Hospital Universitario Puerta del Mar, Universidad de Cádiz, Cádiz, Spain
| | - Jesús Domínguez-Riscart
- Instituto de Investigación e Innovación Biomédica de Cádiz (INiBICA), Hospital Universitario Puerta del Mar, Universidad de Cádiz, Cádiz, Spain,Unidad de Endocrinología Pediátrica y Diabetes, Servicio de Pediatría, Hospital Universitario Puerta del Mar, Cádiz, Spain
| | - María Millán-Martínez
- Associate Unit CSIC-University of Huelva “Atmospheric Pollution”, Center for Research in Sustainable Chemistry–CIQSO, University of Huelva, Huelva, Spain,Department of Chemistry, Faculty of Experimental Sciences, University of Huelva, Huelva, Spain
| | - Alfonso María Lechuga-Sancho
- Instituto de Investigación e Innovación Biomédica de Cádiz (INiBICA), Hospital Universitario Puerta del Mar, Universidad de Cádiz, Cádiz, Spain,Unidad de Endocrinología Pediátrica y Diabetes, Servicio de Pediatría, Hospital Universitario Puerta del Mar, Cádiz, Spain,Departamento Materno Infantil y Radiología, Facultad de Medicina, Universidad de Cádiz, Cádiz, Spain
| | - Raúl González-Domínguez
- Instituto de Investigación e Innovación Biomédica de Cádiz (INiBICA), Hospital Universitario Puerta del Mar, Universidad de Cádiz, Cádiz, Spain,*Correspondence: Raúl González-Domínguez ✉
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11
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Giménez-Legarre N, Santaliestra-Pasías AM, De Henauw S, Forsner M, González-Gross M, Jurado-Fasoli L, Kafatos A, Karaglani E, Lambrinou CP, Molnár D, Sjöström M, Widhalm K, Moreno LA. Breakfast consumption and its relationship with diet quality and adherence to Mediterranean diet in European adolescents: the HELENA study. Eur J Clin Nutr 2022; 76:1690-1696. [PMID: 35927503 DOI: 10.1038/s41430-022-01177-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Revised: 06/15/2022] [Accepted: 06/23/2022] [Indexed: 11/09/2022]
Abstract
OBJECTIVE The aim of the current study is to analyze the associations between breakfast consumption and adherence to diet quality index (DQI) and Mediterranean Diet Score (MDS) in European adolescents. METHODS A multinational cross-sectional study was carried out in 1804 adolescents aged 12.5-17.5 years. The Food Choices and Preferences questionnaire was used to ascertain breakfast consumption (consumers, occasional consumers and skippers), and two non-consecutive 24 h dietary recalls were used to estimate the total daily intake and to calculate the subsequent DQI and MDS. Mixed linear regression models were used to examine the relationship between breakfast consumption and DQI-A and MDS. Age, maternal education, BMI, country and total energy intake were included as covariates. RESULTS In both sexes, significant differences were observed among the breakfast consumption categories. In both boys and girls, breakfast consumers had significantly higher DQI indices than those adolescents who skipped breakfast regularly (p < 0.001). Regarding total MDS, in both boys and girls, breakfast consumers had a higher total MDS than breakfast skippers (p < 0.001), however, no associations were shown between occasional breakfast consumers and DQI indices and MDS. CONCLUSION Breakfast consumption has been linked with better dietary quality scores compared with those children who usually skip breakfast. Promotion of regular breakfast consumption in adolescents could be an effective strategy to improve the overall diet quality.
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Affiliation(s)
- Natalia Giménez-Legarre
- GENUD (Growth, Exercise, Nutrition and Development) Research Group, Facultad de Ciencias de la Salud, Universidad de Zaragoza, Zaragoza, Spain
- Instituto Agroalimentario de Aragón (IA2), Zaragoza, Spain
- Instituto de Investigación Sanitaria Aragón (IIS Aragón), Zaragoza, Spain
| | - Alba M Santaliestra-Pasías
- GENUD (Growth, Exercise, Nutrition and Development) Research Group, Facultad de Ciencias de la Salud, Universidad de Zaragoza, Zaragoza, Spain.
- Instituto Agroalimentario de Aragón (IA2), Zaragoza, Spain.
- Instituto de Investigación Sanitaria Aragón (IIS Aragón), Zaragoza, Spain.
- Centro de Investigación Biomédica en Red de Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud, Carlos III, Madrid, Spain.
| | | | - Maria Forsner
- Unit for Preventive Nutrition, Department of Biosciences and Nutrition at NOVUM, Karolinska Institutet, Huddinge, Sweden
| | - Marcela González-Gross
- Centro de Investigación Biomédica en Red de Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud, Carlos III, Madrid, Spain
- ImFine Research Group, Department of Health and Human Performance, Universidad Politécnica de Madrid, Madrid, Spain
- Department of Nutrition and Food Sciences-Nutritional Physiology, University of Bonn, Bonn, Germany
| | - Lucas Jurado-Fasoli
- Department of Medical Physiology. School of Medicine, University of Granada, Granada, Spain
- PROmoting FITness and Health through Physical Activity Research Group, Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, Granada, Spain
| | | | - Eva Karaglani
- Department of Nutrition and Dietetics, School of Health Science and Education, Harokopio University, Athens, Greece
| | - Christina-Paulina Lambrinou
- Department of Nutrition and Dietetics, School of Health Science and Education, Harokopio University, Athens, Greece
| | - Dénes Molnár
- Department of Pediatrics, Medical School, University of Pécs, Pécs, Hungary
| | - Michael Sjöström
- Unit for Preventive Nutrition, Department of Biosciences and Nutrition at NOVUM, Karolinska Institutet, Huddinge, Sweden
| | - Kurt Widhalm
- Division Gastroenterology and Hepatology, Dept. Med II, MedUniv Vienna, Vienna, Austria
- Department of Pediatrics, Private Medical University, Salzburg, Austria
| | - Luis A Moreno
- GENUD (Growth, Exercise, Nutrition and Development) Research Group, Facultad de Ciencias de la Salud, Universidad de Zaragoza, Zaragoza, Spain
- Instituto Agroalimentario de Aragón (IA2), Zaragoza, Spain
- Instituto de Investigación Sanitaria Aragón (IIS Aragón), Zaragoza, Spain
- Centro de Investigación Biomédica en Red de Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud, Carlos III, Madrid, Spain
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12
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Sokolowska KE, Maciejewska-Markiewicz D, Bińkowski J, Palma J, Taryma-Leśniak O, Kozlowska-Petriczko K, Borowski K, Baśkiewicz-Hałasa M, Hawryłkowicz V, Załęcka P, Ufnal M, Strapagiel D, Jarczak J, Skonieczna-Żydecka K, Ryterska K, Machaliński B, Wojdacz TK, Stachowska E. Identified in blood diet-related methylation changes stratify liver biopsies of NAFLD patients according to fibrosis grade. Clin Epigenetics 2022; 14:157. [PMID: 36447285 PMCID: PMC9710135 DOI: 10.1186/s13148-022-01377-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Accepted: 11/15/2022] [Indexed: 12/05/2022] Open
Abstract
BACKGROUND High caloric diet and lack of physical activity are considered main causes of NAFLD, and a change in the diet is still the only effective treatment of this disease. However, molecular mechanism of the effectiveness of diet change in treatment of NAFLD is poorly understood. We aimed to assess the involvement of epigenetic mechanisms of gene expression regulation in treatment of NAFLD. Eighteen participants with medium- to high-grade steatosis were recruited and trained to follow the Mediterranean diet modified to include fibre supplements. At three timepoints (baseline, after 30 and 60 days), we evaluated adherence to the diet and measured a number of physiological parameters such as anthropometry, blood and stool biochemistry, liver steatosis and stiffness. We also collected whole blood samples for genome-wide methylation profiling and histone acetylation assessment. RESULTS The diet change resulted in a decrease in liver steatosis along with statistically significant, but a minor change in BMI and weight of our study participants. The epigenetic profiling of blood cells identified significant genome-wide changes of methylation and acetylation with the former not involving regions directly regulating gene expression. Most importantly, we were able to show that identified blood methylation changes occur also in liver cells of NAFLD patients and the machine learning-based classifier that we build on those methylation changes was able to predict the stage of liver fibrosis with ROC AUC = 0.9834. CONCLUSION Methylomes of blood cells from NAFLD patients display a number of changes that are most likely a consequence of unhealthy diet, and the diet change appears to reverse those epigenetic changes. Moreover, the methylation status at CpG sites undergoing diet-related methylation change in blood cells stratifies liver biopsies from NAFLD patients according to fibrosis grade.
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Affiliation(s)
- Katarzyna Ewa Sokolowska
- grid.107950.a0000 0001 1411 4349Independent Clinical Epigenetics Laboratory, Pomeranian Medical University, Unii Lubelskiej 1, 71-252 Szczecin, Poland
| | - Dominika Maciejewska-Markiewicz
- grid.107950.a0000 0001 1411 4349Department of Human Nutrition and Metabolomics, Pomeranian Medical University, 71-460 Szczecin, Poland
| | - Jan Bińkowski
- grid.107950.a0000 0001 1411 4349Independent Clinical Epigenetics Laboratory, Pomeranian Medical University, Unii Lubelskiej 1, 71-252 Szczecin, Poland
| | - Joanna Palma
- grid.107950.a0000 0001 1411 4349Department of Biochemical Sciences, Pomeranian Medical University, 71-460 Szczecin, Poland
| | - Olga Taryma-Leśniak
- grid.107950.a0000 0001 1411 4349Independent Clinical Epigenetics Laboratory, Pomeranian Medical University, Unii Lubelskiej 1, 71-252 Szczecin, Poland
| | - Katarzyna Kozlowska-Petriczko
- grid.107950.a0000 0001 1411 4349Translational Medicine Group, Pomeranian Medical University, 70-204 Szczecin, Poland ,Department of Gastroenterology and Internal Medicine, SPWSZ Hospital, 71-455 Szczecin, Poland
| | - Konrad Borowski
- grid.107950.a0000 0001 1411 4349Independent Clinical Epigenetics Laboratory, Pomeranian Medical University, Unii Lubelskiej 1, 71-252 Szczecin, Poland
| | - Magdalena Baśkiewicz-Hałasa
- grid.107950.a0000 0001 1411 4349Department of General Pathology, Pomeranian Medical University, 70-111 Szczecin, Poland
| | - Viktoria Hawryłkowicz
- grid.107950.a0000 0001 1411 4349Department of Human Nutrition and Metabolomics, Pomeranian Medical University, 71-460 Szczecin, Poland
| | - Patrycja Załęcka
- grid.107950.a0000 0001 1411 4349Department of Human Nutrition and Metabolomics, Pomeranian Medical University, 71-460 Szczecin, Poland
| | - Marcin Ufnal
- grid.13339.3b0000000113287408Department of Experimental Physiology and Pathophysiology, Laboratory of Centre for Preclinical Research, Medical University of Warsaw, 02-097 Warsaw, Poland
| | - Dominik Strapagiel
- grid.10789.370000 0000 9730 2769Biobank Laboratory, Department of Molecular Biophysics, Faculty of Biology and Environmental Protection, University of Lodz, 90-237 Lodz, Poland
| | - Justyna Jarczak
- grid.10789.370000 0000 9730 2769Biobank Laboratory, Department of Molecular Biophysics, Faculty of Biology and Environmental Protection, University of Lodz, 90-237 Lodz, Poland ,grid.413454.30000 0001 1958 0162Laboratory of Molecular Basis of Behavior, Nencki Institute of Experimental Biology, Polish Academy of Science, Warsaw, Poland
| | - Karolina Skonieczna-Żydecka
- grid.107950.a0000 0001 1411 4349Department of Biochemical Sciences, Pomeranian Medical University, 71-460 Szczecin, Poland
| | - Karina Ryterska
- grid.107950.a0000 0001 1411 4349Department of Human Nutrition and Metabolomics, Pomeranian Medical University, 71-460 Szczecin, Poland
| | - Bogusław Machaliński
- grid.107950.a0000 0001 1411 4349Department of General Pathology, Pomeranian Medical University, 70-111 Szczecin, Poland
| | - Tomasz Kazimierz Wojdacz
- grid.107950.a0000 0001 1411 4349Independent Clinical Epigenetics Laboratory, Pomeranian Medical University, Unii Lubelskiej 1, 71-252 Szczecin, Poland
| | - Ewa Stachowska
- grid.107950.a0000 0001 1411 4349Department of Human Nutrition and Metabolomics, Pomeranian Medical University, 71-460 Szczecin, Poland
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13
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López-Gajardo MA, Leo FM, Sánchez-Miguel PA, López-Gajardo D, Soulas C, Tapia-Serrano MA. KIDMED 2.0, An update of the KIDMED questionnaire: Evaluation of the psychometric properties in youth. Front Nutr 2022; 9:945721. [PMID: 36424923 PMCID: PMC9679638 DOI: 10.3389/fnut.2022.945721] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Accepted: 10/20/2022] [Indexed: 10/17/2023] Open
Abstract
BACKGROUND AND AIMS As children and adolescents' eating patterns have changed over the last few years, researchers have found inconsistencies in the current questionnaires. Therefore, this research aims to (i) update the 2019 KIDMED questionnaire; and (ii) test the psychometric properties of this new questionnaire. METHOD A study with 419 children and adolescents in southwestern Spain was conducted in 2021. The new version of the KIDMED 2.0 was tested, which measures adherence to the Mediterranean diet through 16 items, of which 12 are positive, and 4 are negative. Content validation involved consultation with nutritionists, experts, and adolescents to assess whether the questionnaire was reliable and valid regarding dietary patterns associated with the Mediterranean diet. The expert assessment provided content validity indices for the clarity and representativeness of the questionnaire. Construct validity and test-retest reliability involved 419 students (M age = 14.40 ± 2.00) from southwestern Spain. Students responded twice (one week apart) to the KIDMED developed in the previous stage and completed a 7-day dietary record. RESULTS Regarding validity, results show a moderate agreement for 10 items (ranging between 0.21 and 0.47) of the KIDMED and the 7-day dietary record. Concerning Items 3, 4, 5, and 6, the agreement was slight (ranging between 0.08 and 0.17), whereas the agreement for Item 8 was low. Cohen's kappa showed that most items had moderate to substantial test-retest reliability. Also, kappa showed significant test-retest values for all items (p < 0.001). CONCLUSION The new version of the KIDMED 2.0 was shown to be a reliable and valid instrument to measure adherence to the Mediterranean diet in children and adolescents.
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Affiliation(s)
| | - Francisco M. Leo
- Faculty of Teacher Training, University of Extremadura, Cáceres, Spain
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14
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Salas-González MD, Aparicio A, Loria-Kohen V, Ortega RM, López-Sobaler AM. Association of Healthy Eating Index-2015 and Dietary Approaches to Stop Hypertension Patterns with Insulin Resistance in Schoolchildren. Nutrients 2022; 14:4232. [PMID: 36296916 PMCID: PMC9607022 DOI: 10.3390/nu14204232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Revised: 10/06/2022] [Accepted: 10/07/2022] [Indexed: 11/29/2022] Open
Abstract
Background: Diet quality patterns are associated with a lower incidence of insulin resistance (IR) in adults. The aim of this study was to investigate the association between two diet quality indices and IR in schoolchildren and to identify the best diet quality index associated with a lower risk of IR. Methods: A total of 854 schoolchildren (8−13 years) were included in a cross-sectional study, who completed a three-day dietary record to assess their diet. Fasting plasma glucose and insulin were also measured, and anthropometric data were collected. Healthy Eating Index-2015 (HEI-2015), Dietary Approaches to Stop Hypertension (DASH), and adjusted DASH (aDASH) were calculated as diet quality indices. The homeostasis model assessment of insulin resistance (HOMA-IR) was used, and IR was defined as HOMA-IR > 3.16. Results: The prevalence of IR was 5.5%, and it was higher in girls. The mean HEI-2015 and DASH scores were 59.3 and 23.4, respectively, and boys scored lower in both indices. In girls, having a HEI-2015 score above the 33rd percentile was associated with a lower risk of IR (odds ratio [95% CI]: 0.43 [0.19−0.96], p = 0.020). Conclusion: Greater adherence to a healthy dietary pattern, as assessed by a higher HEI-2015 score, was associated with a lower risk of IR in schoolchildren, especially in girls.
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Affiliation(s)
- María Dolores Salas-González
- VALORNUT Research Group, Department of Nutrition and Food Science, Faculty of Pharmacy, Complutense University of Madrid, 28040 Madrid, Spain
| | - Aranzazu Aparicio
- VALORNUT Research Group, Department of Nutrition and Food Science, Faculty of Pharmacy, Complutense University of Madrid, IdISSC, 28040 Madrid, Spain
| | - Viviana Loria-Kohen
- VALORNUT Research Group, Department of Nutrition and Food Science, Faculty of Pharmacy, Complutense University of Madrid, 28040 Madrid, Spain
| | - Rosa M. Ortega
- VALORNUT Research Group, Department of Nutrition and Food Science, Faculty of Pharmacy, Complutense University of Madrid, IdISSC, 28040 Madrid, Spain
| | - Ana M. López-Sobaler
- VALORNUT Research Group, Department of Nutrition and Food Science, Faculty of Pharmacy, Complutense University of Madrid, IdISSC, 28040 Madrid, Spain
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15
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Papadaki S, Carayanni V. Health-related quality of life, Mediterranean diet, physical activity and socioeconomic factors of Greek adolescents during COVID-19: A cross sectional study. MEDITERRANEAN JOURNAL OF NUTRITION AND METABOLISM 2022. [DOI: 10.3233/mnm-220008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND: Health related quality of life of the adolescents during quarantine and social isolation potentially decreases, with significant alteration on physical activities and nutrition behaviour. OBJECTIVE: The present study investigates the relationship between Greek adolescents’ health related quality of life and socioeconomic factors, lifestyle and dietary characteristics, along with their adherence to the Mediterranean Diet immediately after the lockdown period in Greece. METHODS: A total sample of 459 students aged 12–16 years old were recruited from secondary schools in the area of Athens. The KIDSCREEN-27 questionnaire for children and adolescents, the KIDMED test, the Godin and Shephard Leisure Time Physical Activity Questionnaire and the Family Affluence Scale III, were used for the statistical analysis. T-tests, Kruskal Wallis, Chi-square, Anova tests and multiple regression analyses were employed. RESULTS: Econometric analysis reveals that adolescents’ health related quality of life is higher among boys, adolescents who live with both parents, tend to sleep more during night and do not spend many hours on screen viewing. Also, adolescents with higher family affluence level, being physically active and with a high adherence to the Mediterranean Diet have higher health related quality of life. CONCLUSIONS: Adolescents’ adherence to the Mediterranean Diet, physical activity, socioeconomic characteristics and life style behaviors are highly correlated with perceived health related quality of life during COVID-19 period.
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Affiliation(s)
- Stamatina Papadaki
- Department of Public and Community Health, University of West Attica, Athens, Greece
| | - Vilelmine Carayanni
- Department of Public and Community Health, University of West Attica, Athens, Greece
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16
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El Mokhtari O, Anzid K, Levy-Desroches S, Lopez PM, Cherkaoui M, Hilali A. Inadequate intake of vitamins and minerals among high-school pupils in the Moroccan Rif region. MEDITERRANEAN JOURNAL OF NUTRITION AND METABOLISM 2022. [DOI: 10.3233/mnm-211509] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND: Inadequate nutrient intakes in adolescents may negatively affect their future health. The identification of inadequate micronutrient intakes by dietary study provides essential information to guide educational strategies for promoting healthy eating habits. OBJECTIVE: To assess the daily micronutrient intake and the prevalence of inadequacy in a sample of middle and high-school pupils in the Rif region of Morocco. METHODS: A cross-sectional study collected dietary information from food records over three non-consecutive days in a sample (n = 302) of Moroccan Riffian adolescents (12–18 years). The DIAL software, adapted for commonly eaten Moroccan foods, was used to estimate micronutrient intakes. The proportion of individuals with intakes below the Estimated Average Requirement (EAR) or the Adequate Intake (AI) level and the probability approach were used to estimate the prevalence of inadequacy. RESULTS: Regardless of gender and age group, our subjects were found to be particularly at risk of inadequate intakes of vitamins E and D, calcium and potassium. Older adolescents (14–18 years) also showed a risk of inadequate intake of folate, biotin, magnesium, iodine and zinc (among boys). CONCLUSION: For many nutrients, the daily diets of our Riffian adolescents do not meet the recommended intake levels. We emphasize the need for monitoring the dietary habits of adolescents and the development of nutrition education programs. Further studies which include the clinical and biological assessment of nutritional status, as well as the regular collection of quality and nationally representative micronutrient data, are recommended.
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Affiliation(s)
- Oussama El Mokhtari
- Hassan 1st University, High Institute of Health Sciences, Laboratory of Health Sciences and Technics, Settat, Morocco
| | - Karim Anzid
- Cadi Ayyad University, Faculty of Sciences Semlalia, Laboratory of Human Ecology, Marrakesh, Morocco
| | | | - Pilar Montero Lopez
- Unidad de Antropología, Departamento de Biología, Facultad de Ciencias. Universidad Autónoma de Madrid, Madrid, Spain
| | - Mohamed Cherkaoui
- Cadi Ayyad University, Faculty of Sciences Semlalia, Laboratory of Human Ecology, Marrakesh, Morocco
| | - Abderraouf Hilali
- Hassan 1st University, High Institute of Health Sciences, Laboratory of Health Sciences and Technics, Settat, Morocco
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17
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Seral-Cortes M, Larruy-García A, De Miguel-Etayo P, Labayen I, Moreno LA. Mediterranean Diet and Genetic Determinants of Obesity and Metabolic Syndrome in European Children and Adolescents. Genes (Basel) 2022; 13:genes13030420. [PMID: 35327974 PMCID: PMC8954235 DOI: 10.3390/genes13030420] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Revised: 02/22/2022] [Accepted: 02/23/2022] [Indexed: 11/25/2022] Open
Abstract
Childhood obesity and metabolic syndrome (MetS) are multifactorial diseases influenced by genetic and environmental factors. The Mediterranean Diet (MD) seems to modulate the genetic predisposition to obesity or MetS in European adults. The FTO gene has also been shown to have an impact on the MD benefits to avoid obesity or MetS. Since these interaction effects have been scarcely analyzed in European youth, the aim was to describe the gene–MD interplay, analyzing the impact of the genetic factors to reduce the obesity and MetS risk through MD adherence, and the MD impact in the obesity and MetS genetic profile. From the limited evidence on gene–MD interaction studies in European youth, a study showed that the influence of high MD adherence on adiposity and MetS was only observed with a limited number of risk alleles; the gene–MD interplay showed sex-specific differences, being higher in females. Most results analyzed in European adults elucidate that, the relationship between MD adherence and both obesity and MetS risk, could be modulated by obesity genetic variants and vice versa. Further research is needed, to better understand the inter-individual differences in the association between MD and body composition, and the integration of omics and personalized nutrition considering MD.
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Affiliation(s)
- Miguel Seral-Cortes
- Growth, Exercise, NUtrition and Development (GENUD) Research Group, Faculty of Health Sciences, Instituto Agroalimentario de Aragón (IA2), Instituto de Investigación Sanitaria Aragón (IIS Aragón), Universidad de Zaragoza, 50009 Zaragoza, Spain; (M.S.-C.); (A.L.-G.); (L.A.M.)
| | - Alicia Larruy-García
- Growth, Exercise, NUtrition and Development (GENUD) Research Group, Faculty of Health Sciences, Instituto Agroalimentario de Aragón (IA2), Instituto de Investigación Sanitaria Aragón (IIS Aragón), Universidad de Zaragoza, 50009 Zaragoza, Spain; (M.S.-C.); (A.L.-G.); (L.A.M.)
| | - Pilar De Miguel-Etayo
- Growth, Exercise, NUtrition and Development (GENUD) Research Group, Faculty of Health Sciences, Instituto Agroalimentario de Aragón (IA2), Instituto de Investigación Sanitaria Aragón (IIS Aragón), Universidad de Zaragoza, 50009 Zaragoza, Spain; (M.S.-C.); (A.L.-G.); (L.A.M.)
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBERobn), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Correspondence:
| | - Idoia Labayen
- Department of Health Sciences, Public University of Navarra, 31006 Pamplona, Spain;
| | - Luis A. Moreno
- Growth, Exercise, NUtrition and Development (GENUD) Research Group, Faculty of Health Sciences, Instituto Agroalimentario de Aragón (IA2), Instituto de Investigación Sanitaria Aragón (IIS Aragón), Universidad de Zaragoza, 50009 Zaragoza, Spain; (M.S.-C.); (A.L.-G.); (L.A.M.)
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBERobn), Instituto de Salud Carlos III, 28029 Madrid, Spain
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18
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Syrén ML, Turolo S, de Marco EA, De Cosmi V, Risé P, Marangoni F, Minoli DG, Manzoni G, Agostoni C. Whole blood fatty acid profile of young subjects and adherence to the Mediterranean diet: an observational cohort study. Lipids Health Dis 2022; 21:23. [PMID: 35177087 PMCID: PMC8851752 DOI: 10.1186/s12944-022-01633-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Accepted: 02/04/2022] [Indexed: 11/10/2022] Open
Abstract
Background Relatively little is known about the physiological whole blood fatty acid composition in young people. Likewise, few studies have addressed the question of correlations between Mediterranean diet (MedDiet) adherence and blood fatty acids in childhood. Methods The fatty acid profile in whole blood from subjects, 46 days-19 years old (n = 152), without acute, chronic, or inflammatory diseases was analysed by gas chromatography. Dietary data was extracted from a 24-h recall in a subgroup of subjects (n = 60) into a modified Diet Quality Index for Children (KIDMED) questionnaire to evaluate MedDiet adherence. The cohort was divided into three age groups: < 2, 2- < 10, and 10–19 years. Kruskal-Wallis test and Bonferroni post hoc test were used to check for age group fatty acid differences. For correlations, Spearman’s correlation coefficient and partial Spearman’s correlation coefficient were used. Results Linoleic acid, EPA, DHA, palmitic acid, and total saturated fatty acids were stable over age groups. Dihomo-gamma-linolenic acid (DGLA), arachidonic acid (AA), total polyunsaturated FAs (PUFA), and total omega-6 PUFA increased from age group < 2 years; alpha-linolenic acid, total omega-3 PUFA, oleic acid, and total monounsaturated FAs decreased. Adherence to the MedDiet was at low-medium level in 91.7% of the subjects. In the age group 2- < 10 yrs., the degree of adherence correlated positively with total MUFA and PUFA balance, negatively with total PUFA, total n6-PUFA, AA/DHA, AA/EPA, and n6/n3. Age did not influence the correlations as to PUFA balance and AA/EPA. Conclusions Increased FA proportions with age were seen in the n6-series of PUFA. The n3-FA species decreased or were stable. The vast majority of the subjects with dietary data, 92%, obtained a KIDMED score indicative of low-medium adherence to the MedDiet. The score correlated negatively with various n6-species, i.e. the MedDiet suppressed circulating n6-PUFA. Whole blood may be used to investigate FAs and MedDiet adherence correlations which may be applied in the study of health issues in childhood.
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Affiliation(s)
- Marie-Louise Syrén
- Department of Clinical Sciences and Community Health, University of Milan, Via Commenda 9, 20122, Milan, Italy.
| | - Stefano Turolo
- Pediatric Nephrology, Dialysis and Transplant unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Via Commenda 9, 20122, Milan, Italy
| | - Erika Adalgisa de Marco
- Pediatric Urology unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Via Commenda 9, 20122, Milan, Italy
| | - Valentina De Cosmi
- Department of Clinical Sciences and Community Health, University of Milan, Via Commenda 9, 20122, Milan, Italy.,Pediatric Intermediate Care unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Via Commenda 9, 20122, Milan, Italy
| | - Patrizia Risé
- Department of Pharmaceutical Sciences, University of Milan, Via Balzaretti 13, 20133, Milan, Italy
| | - Franca Marangoni
- NFI, Nutrition Foundation of Italy, Viale Tunisia 38, 20124, Milan, Milan, Italy
| | - Dario Guido Minoli
- Pediatric Urology unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Via Commenda 9, 20122, Milan, Italy
| | - Gianantonio Manzoni
- Pediatric Urology unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Via Commenda 9, 20122, Milan, Italy
| | - Carlo Agostoni
- Department of Clinical Sciences and Community Health, University of Milan, Via Commenda 9, 20122, Milan, Italy.,Pediatric Intermediate Care unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Via Commenda 9, 20122, Milan, Italy
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19
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Validity and Reliability of the Portuguese Version of the Healthy Lifestyle Questionnaire—EVS III. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19031612. [PMID: 35162633 PMCID: PMC8835087 DOI: 10.3390/ijerph19031612] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Revised: 01/05/2022] [Accepted: 01/28/2022] [Indexed: 11/17/2022]
Abstract
The main objective of this study was to validate the Healthy Lifestyle Questionnaire—EVS III, using confirmatory factor analysis of the measurement model. A total of 822 Portuguese individuals of both genders, aged between 18 and 66 years old (M = 28.43 SD = 12.07), participated in this study, of which 382 were male (46.5%) and 440 were female (53.5%). The main results obtained revealed that the psychometric qualities prove the adequacy of the factor structure of the Healthy Lifestyles Questionnaire—EVS III (7 factors/32 items) and that it has acceptable validity indices: χ2 = 644.6828, p = 0.000, df = 168, χ2/df = 3.84, NFI = 0.901, TLI = 0.902, CFI = 0.921, IFI = 0.922, MFI = 0.900, GFI = 0.909, AGFI = 0.901, RMR = 0.073, SRMR = 0.059 and RMSEA = 0.059, enabling the assessment of factors related to a balanced diet, respect for mealtimes, tobacco consumption, alcohol consumption, consumption of other drugs, resting habits and physical activity habits. The Portuguese version of the Healthy Lifestyles Questionnaire—EVS III can be used with reasonable confidence for the assessment of healthy lifestyles.
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20
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Adolescent Self-Efficacy for Diet and Exercise Following a School-Based Multicomponent Lifestyle Intervention. Nutrients 2021; 14:nu14010097. [PMID: 35010972 PMCID: PMC8746524 DOI: 10.3390/nu14010097] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Revised: 12/21/2021] [Accepted: 12/23/2021] [Indexed: 11/17/2022] Open
Abstract
Self-efficacy is perhaps the most important parameter associated with behavioral changes. The main aim of this study was to provide insight into the diet and exercise self-efficacy of Greek adolescents and how they could be modified via a multilevel multicomponent school-based lifestyle intervention. Secondary aims were to study the associations of students’ dietary and exercise self-efficacy indices with their anthropometric and sociodemographic parameters. A representative sample of the adolescent population in Attica, consisting of 1610 adolescents aged 12–17 years, recruited from 23 public high schools in three municipalities of the Attica area in Greece, received a three-component lifestyle educational intervention for health promotion and underwent screening for characteristics of metabolic syndrome with the use of portable telemedicine. All assessments and anthropometric measurements were performed at baseline and after the 6-month intervention. Anthropometric measurements included body mass index, waist circumference (WC), waist-to-height ratio (WHtR) and waist-to-hip ratio (WHR). Assessment tools included the Self-efficacy for Diet and the Self-efficacy for Exercise questionnaires, as well as the Mediterranean Diet Quality Index in Children and Adolescents (KIDMED). Analysis included 1020 adolescent students (421 males and 599 females), who completed the self-efficacy questionnaires pre- and post-intervention. Overall, the dietary (p < 0.001) and exercise (p < 0.001) self-efficacy increased significantly post-intervention. Post-intervention, all adolescents decreased their abdominal obesity indices (WC, WHtR, WHR), and this improvement was even more pronounced and significant (p = 0.019, p = 0.019, p = 0.023 respectively) in the adolescents with overweight/obesity. Post-intervention, the proportion of adolescents with normal weight increased from 73.9% to 78.6%, whereas the proportion of adolescents with overweight and obesity decreased from 20.4% to 15.9% and from 5.7% to 5.5%, respectively. Abdominal obesity also decreased from 10.4% to 9.0%. Female adolescents achieved significantly (p = 0.010) higher changes in diet self-efficacy than males. Other sociodemographic characteristics such as family structure, parental age, parental educational level and family income showed non-significant differences. Adolescents with higher KIDMED scores manifested significantly higher dietary and exercise self-efficacy than those with lower KIDMED scores. Both adolescents with normal weight and overweight/obesity manifested a reciprocal relation between diet and exercise self-efficacy. Multicomponent lifestyle interventions in the school environment may provide a first step in students’ behavior changes and provide grounds for future prevention programs in youth.
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21
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Hernández-Ruiz Á, Díaz-Jereda LA, Madrigal C, Soto-Méndez MJ, Kuijsten A, Gil Á. Methodological Aspects of Diet Quality Indicators in Childhood: A Mapping Review. Adv Nutr 2021; 12:2435-2494. [PMID: 34192740 PMCID: PMC8634546 DOI: 10.1093/advances/nmab053] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Revised: 03/12/2021] [Accepted: 04/02/2021] [Indexed: 01/16/2023] Open
Abstract
Diet quality indicators (DQIns) are tools that aim to assess an individual's overall diet quality. Previous reviews focused mainly on health-related outcomes but did not provide detailed information about components, assessment variables, or important methodological issues for the development and application of DQIns in the pediatric age. The current mapping review aims to provide comprehensive guidance regarding DQIns developed through a priori methodology in children aged ≤14 y that have been applied worldwide. A mapping review was conducted, whereby 1665 original articles describing the development, modifications, and updates of DQIns, published up to June 26, 2020, in English and Spanish, were retrieved. A total of 139 articles were identified and classified into 13 subgroups. There were 10 overall DQIns: Healthy Eating Indexes (n = 25), Dietary Diversity Scores (n = 20), Diet Quality Indexes (n = 16), Food Variety Scores (n = 11), Healthy and Unhealthy Scores (n = 11), Feeding and Eating Indexes (n = 10), Diet Quality Scores (n = 5), Nutritional Adequacy and Micronutrients Indexes (n = 5), Dietary Guidelines Indexes (n = 5), and Other Healthy Diet Indexes (n = 13). Three additional subgroups of dietary and lifestyle indicators found were Mediterranean Diet Indexes (n = 10), Diet-Lifestyle Indexes (n = 5), and Breakfast Quality Indexes (n = 3). This compilation of DQIns will help researchers select the most appropriate tool for future epidemiological studies by considering a careful selection of information about the assessment components, scoring methods, and key methodological issues. The main limitations of this review are that, due to its nature, a risk-of-bias assessment was not performed and the article screening was completed in 2 databases (PubMed/MEDLINE and Scopus). More research is needed to identify health-related outcomes associated with DQIns in the pediatric population, using clearer and more standardized methodological criteria.
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Affiliation(s)
| | | | - Casandra Madrigal
- Iberoamerican Nutrition Foundation (FINUT), Granada, Spain
- Department of Nutrition and Food Science, Faculty of Pharmacy, University of Granada, Granada, Spain
| | | | - Anneleen Kuijsten
- Division of Human Nutrition and Health, Wageningen University, Wageningen, Netherlands
| | - Ángel Gil
- Iberoamerican Nutrition Foundation (FINUT), Granada, Spain
- Department of Biochemistry and Molecular Biology II, University of Granada, Granada, Spain
- Institute of Nutrition and Food Technology “José Mataix,” Biomedical Research Center, University of Granada, Granada, Spain
- Biosanitary Research Institute ibs.GRANADA, Granada University Hospital Complex, Granada, Spain
- CIBEROBN (Physiopathology of Obesity and Nutrition), Instituto de Salud Carlos III, Madrid, Spain
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22
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Leyton-Román M, Mesquita S, Jiménez-Castuera R. Validation of the Spanish Healthy Lifestyle Questionnaire. Int J Clin Health Psychol 2021; 21:100228. [PMID: 33737951 PMCID: PMC7933739 DOI: 10.1016/j.ijchp.2021.100228] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2020] [Accepted: 01/14/2021] [Indexed: 01/13/2023] Open
Abstract
Background/Objective: It is essential to carry out a diagnosis of people's healthy lifestyles, in order to apply strategies to improve them. The aim of the study was to validate the Healthy Lifestyles Questionnaire (CEVS-II), collecting all factors that make up the concept of a healthy lifestyle, such as a balanced diet, respect for mealtimes, tobacco consumption, rest habits, alcohol consumption, other drug use and physical activity. Method: The questionnaire was completed by 1,132 people between 18 and 89 (M = 42.43; SD = 18.69) years from different parts of Spain. Results: The seven-factor model proposed by the Confirmatory Factor Analysis, according to the goodness indices, presented an acceptable fit (SRMR = .059; CFI = .973; RMSEA = .049; 90% CI [.046, .052]; χ 2/df = 3.76), also presented good reliability indices and was endowed with concurrent validity. Conclusions: The results of the present study proved the validity and reliability of the Healthy Lifestyles Questionnaire in a Spanish population, which is an adequate instrument for the diagnosis of a healthy lifestyles in the Spanish population.
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Affiliation(s)
| | - Sara Mesquita
- Faculty of Sport Sciences, University of Porto, Portugal
| | - Ruth Jiménez-Castuera
- Didactic and Behavioral Analysis in Sport Research Group. Faculty of Sport Sciences, University of Extremadura, Spain
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23
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Zhao Y, Qin R, Hong H, Lv H, Ye K, Wei Y, Zheng W, Qi H, Ni Y, Zhang L, Yang G, Liu G, Wu A. Vitamin D status and its dietary and lifestyle factors in children during the first 5 years of life: A cross-sectional multicentre Jiangsu bone study. J Hum Nutr Diet 2021; 34:792-806. [PMID: 33751685 DOI: 10.1111/jhn.12883] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Revised: 03/01/2021] [Accepted: 03/02/2021] [Indexed: 12/18/2022]
Abstract
BACKGROUND To explore the vitamin D status with its demographic and lifestyle factors including dietary, supplementation, and physical activity in 0-5 years old children. METHODS This was a large population-based cross-sectional multicentre study in which the children were recruited from 12 Children's Health Care Centers by a stratified cluster random-sampling method in 10 cities in Jiangsu Province, China. RESULTS A total number of 5289 children were investigated. The prevalence of vitamin D deficiency was 30.1%. The concentration of 25 hydroxyvitamin D was 64.0 (46.3-83.0) nmol mL-1 after adjustment for covariates. Children with higher risk of vitamin D deficiency were more likely to be at older age, girls, survey conducted in spring, location in southern Jiangsu province, residence in urban, outdoor activity < 2 h day-1 (all p < 0.05). Moreover, those with lower risk were more likely to be the number of parity ≥ 2 times, vitamin D supplementation from birth to 6 months, the initial time of vitamin D supplementation after birth ≤ 1 months, vitamin D and calcium supplementation in the last 3 months, and dose of vitamin D supplementation > 400 IU day-1 (all p < 0.05). Children with preferences for sweets, meat consumption > 150.0 g day-1 , milk consumption < 250 mL day-1 , time of sleeping < 10 h day-1 had higher risks of vitamin D deficiency. However, these relationships were affected by demographics. CONCLUSIONS Vitamin D status during the first five years of life was suboptimal and was associated with demographic and lifestyle determinants including milk, meat, sweets, vitamin D and calcium supplementation, sleeping and outdoor activity.
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Affiliation(s)
- Yan Zhao
- Department of Clinical Nutrition, Jiangsu Province Hospital, the First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Rui Qin
- Department of Child Health Care, Jiangsu Women and Children Health Hospital, Women and Child Branch Hospital of Jiangsu Province Hospital, the First Affiliated Hospital with Nanjing Medical University, Nanjing, China
| | - Hong Hong
- Department of Child Health Care, Drum Tower Maternity and Child Health Care Institute, Nanjing, China
| | - Heyu Lv
- Department of Child Health Care, Jiangning Maternity and Child Health Care Institute, Nanjing, China
| | - Kan Ye
- Department of Child Health Care, Suzhou Municipal Hospital, Suzhou, China
| | - Yarong Wei
- Department of Child Health Care, Wuxi Maternity and Child Health Care Hospital, Wuxi, China
| | - Wen Zheng
- Department of Child Health Care, Yancheng Maternity and Child Health Care Institute, Yancheng, China
| | - Hongxia Qi
- Department of Child Health Care, Xuzhou Children's Hospital, Xuzhou, China
| | - Yufei Ni
- Department of Child Health Care, Nantong Maternity and Child Health Care Hospital, Nantong, China
| | - Li Zhang
- Department of Child Health Care, Huai'an Maternity and Child Health Care Hospital, Huai'an, China
| | - Guoqiang Yang
- Department of Child Health Care, Kunshan Maternity and Child Health Care Institute, Kunshan, China
| | - Guoqin Liu
- Department of Child Health Care, Dafeng Maternity and Child Health Care Hospital, Dafeng, China
| | - Aiping Wu
- Department of Child Health Care, Xinghua Maternity and Child Health Care Hospital, Xinghua, China
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24
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Reproducibility and validity of the Mediterranean Diet Quality Index (KIDMED Index) in a sample of Portuguese adolescents. Br J Nutr 2021; 126:1737-1748. [DOI: 10.1017/s0007114521000532] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Abstract
The Mediterranean Diet Quality Index (KIDMED Index) is frequently used to evaluate adherence to the Mediterranean Dietary Pattern among children and adolescents, through sixteen questions with the associated total score ranging from −4 to 12. However, in the authors’ best knowledge, the psychometric properties of this index had not yet been investigated in Portugal. Thus, the main purpose of the present study was to investigate the reproducibility and the validity of the KIDMED Index in a sample of 185 Portuguese adolescents. The reproducibility was tested by comparing the application of the KIDMED Index at two different times (2-week interval), using McNemar test and Kappa statistics. There was moderate agreement (κ
w
= 0·591; 95 % CI 0·485, 0·696) and no significant change (P-value = 0·201) in the KIDMED Index classification, between the two applications. The validity was explored by comparing the results obtained by the KIDMED Index and by the average of 3-d Dietary-Record (DR), using Spearman’s correlation coefficient and Kappa statistics. There was weak correlation (ρ = 0·317; P-value < 0·001) and slight agreement (κ
w
= 0·167; 95 % CI 0·071, 0·262) between the KIDMED Index classification and the 3-d DR-derived KIDMED score, and moderate correlation (ρ = 0·423; P-value < 0·001) and fair agreement (κ
w
= 0·344; 95 % CI 0·202, 0·486) between the terciles of the KIDMED Index and the Mediterranean Adequacy Index scores. The results suggested an acceptable reproducibility and validity of the Portuguese version of the KIDMED Index, in alignment with the few studies investigating psychometric properties of this index in other countries.
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25
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Dalamaga M, Muscogiuri G, Paganitsa G, Parvouleskou G, Syriou V, Karagkoynis P, Stratigou T, Vallianou N, Christodoulatos GS, Karampela I, Daskalopoulou K. Adherence to the Mediterranean diet is an independent predictor of circulating vitamin D levels in normal weight and non-smoker adults: an observational cross-sectional study. Int J Food Sci Nutr 2021; 72:848-860. [PMID: 33509003 DOI: 10.1080/09637486.2021.1878488] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
We explored the association between circulating 25OHD and adherence to the Mediterranean Diet (MedDiet) in 402 Greek (21-65 years, 188 men and 214 women), normal weight, non-smoker, healthy volunteers in the Athens metropolitan area during summer and autumn, taking into account skin phototype, anthropometric, and lifestyle variables. Circulating 25OHD, parathormone, creatinine, calcium, and phosphate were determined. A vitamin D status of ≤25, ≤50, and ≤75 nmol/L was observed in 4.5, 37.3, and 74.1% of the subjects, respectively. The independent predictors of 25OHD deficiency were autumn, darker skin phototype, BMI, or waist circumference (WC), sunscreen use, less physical outdoor activity, and less adherence to the MedDiet. Higher intake of fish and olive oil was a positive independent predictor of elevated circulating 25OHD levels. In conclusion, higher adherence to the MedDiet, fish and olive oil consumption, were positively associated with circulating 25OHD independently from BMI or WC, skin phototype, season, and physical activity.
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Affiliation(s)
- Maria Dalamaga
- Department of Biological Chemistry, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Giovanna Muscogiuri
- Dipartimento di Medicina Clinica e Chirurgia, Sezione di Endocrinologia, Università "Federico II" di Napoli, Naples, Italy
| | - Georgia Paganitsa
- Laboratory of Biochemistry and Microbiology, 'ELPIS' General Hospital, Athens, Greece
| | - Georgeta Parvouleskou
- Laboratory of Biochemistry and Microbiology, 'ELPIS' General Hospital, Athens, Greece
| | - Vassiliki Syriou
- Laboratory of Biochemistry and Microbiology, 'ELPIS' General Hospital, Athens, Greece
| | | | - Theodora Stratigou
- Department of Endocrinology, 'Evangelismos' General Hospital of Athens, Athens, Greece
| | - Natalia Vallianou
- Department of Endocrinology, 'Evangelismos' General Hospital of Athens, Athens, Greece
| | | | - Irene Karampela
- Department of Biological Chemistry, Medical School, National and Kapodistrian University of Athens, Athens, Greece
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Rosi A, Biasini B, Donati M, Ricci C, Scazzina F. Adherence to the Mediterranean Diet and Environmental Impact of the Diet on Primary School Children Living in Parma (Italy). INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17176105. [PMID: 32825740 PMCID: PMC7503352 DOI: 10.3390/ijerph17176105] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/04/2020] [Revised: 08/12/2020] [Accepted: 08/18/2020] [Indexed: 12/14/2022]
Abstract
The key role of diet in both human health and environmental sustainability is well known. However, there is a lack of studies investigating the environmental impact of children's dietary behavior. The aim of this observational study was to investigate the dietary environmental impact in a sample of primary school children living in Parma (Italy, n = 172, 8-10 years), in relation to their adherence to the Mediterranean diet (MD). Children completed a 3-day food record in both winter and spring. Dietary records were processed to obtain: (i) adherence to the MD and (ii) mean daily carbon and ecological footprints. Adherence to the MD was similar in winter and spring, with almost half of the participants showing a medium MD score. Carbon and ecological footprints were higher during winter, and the main dietary contributors were red and processed meat for both indexes. A small positive correlation was observed between adherence to the MD and total carbon and ecological footprints. This study provided the first analysis of the relationship between adherence to the MD and environmental impact of primary school children. Further research is needed to better investigate the environmental impact of primary school children's diet and the possible relationship between the MD and environmental sustainability.
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Affiliation(s)
- Alice Rosi
- Department of Food and Drugs, University of Parma, 43124 Parma, Italy; (A.R.); (B.B.)
| | - Beatrice Biasini
- Department of Food and Drugs, University of Parma, 43124 Parma, Italy; (A.R.); (B.B.)
| | - Michele Donati
- Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, 43124 Parma, Italy;
| | - Cristian Ricci
- Pediatric Epidemiology, Department of Pediatrics, Medical Faculty, Leipzig University, 04103 Leipzig, Germany;
| | - Francesca Scazzina
- Department of Food and Drugs, University of Parma, 43124 Parma, Italy; (A.R.); (B.B.)
- Correspondence: ; Tel.: +39-0521-906203
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Bonaccorsi G, Furlan F, Scocuzza M, Lorini C. Adherence to Mediterranean Diet among Students from Primary and Middle School in the Province of Taranto, 2016-2018. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17155437. [PMID: 32731568 PMCID: PMC7432470 DOI: 10.3390/ijerph17155437] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Revised: 07/22/2020] [Accepted: 07/27/2020] [Indexed: 01/23/2023]
Abstract
The Mediterranean diet represents one of the healthiest dietary patterns, but nowadays it is increasingly being ignored in schools and by families. The aim of this study is to assess the adherence to the Mediterranean diet by pupils living in a small Southern Italian municipality, and whether it is a predictor of nutritional status.The degree of adherence to the Mediterranean diet, the socio-economic status and the nutritional status of 314 students (6–14 years) were tested during the 2016/2017 and 2017/2018 school years with the help of a questionnaire comprising the Mediterranean Diet Quality Index for Children and Adolescents (KIDMED) test. Multivariate logistic regression analysis was used to assess the predictive role of the KIDMED score and the other variables with respect to nutritional status. Adherence to the Mediterranean diet is high, medium and poor in, respectively, 24.8, 56.4 and 18.8% of students; it varies depending on gender and age, with females and older students showing higher values. In the multivariate logistic regression model, sex and KIDMED level are become significant predictors of nutritional status. This study highlights the need for intervention in the form of school projects—also involving families—to promote healthier eating habits in younger generations.
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Affiliation(s)
- Guglielmo Bonaccorsi
- Department of Health Science, University of Florence, 50134 Florence, Italy; (G.B.); (M.S.); (C.L.)
| | - Federica Furlan
- School of Specialization in Hygiene and Preventive Medicine, University of Florence, 50134 Florence, Italy
- Correspondence: ; Tel.: +39-348-9213295
| | - Marisa Scocuzza
- Department of Health Science, University of Florence, 50134 Florence, Italy; (G.B.); (M.S.); (C.L.)
| | - Chiara Lorini
- Department of Health Science, University of Florence, 50134 Florence, Italy; (G.B.); (M.S.); (C.L.)
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Erosion of the Mediterranean diet among adolescents: evidence from an Eastern Mediterranean Country. Br J Nutr 2020; 125:346-356. [DOI: 10.1017/s0007114520002731] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
AbstractAt a time when the health benefits of the Mediterranean diet (MD) are pervasively recognised, a paradoxical observation is the decreasing adherence to this dietary pattern in its native countries. This study aims to investigate temporal trends in adherence to the MD among adolescents (10–19 years old) in Lebanon. Data were drawn from three national cross-sectional surveys conducted at three points in time: 1997 (n2004), 2009 (n3656) and 2015 (n1204). Dietary intake was assessed using 24-h dietary recalls, and adherence to the MD was assessed using two country-specific indexes: the composite Mediterranean diet (c-MED) index and Lebanese Mediterranean diet (LMD) index. Significant decreases in c-MED and LMD scores and in the proportion of adolescents adhering to the MD were observed between 1997 and 2015, with more consistent results among females (P< 0·05). Projections for the year 2030 showed further decreases, with less than a quarter of adolescents remaining adherent to the MD. Based on linear regression analyses, belonging to the year 2009 was associated with significantly lower MD scores compared with 1997, even after adjustment for potential covariates (c-MEDβ= –0·16, 95 % CI –0·30, –0·01; LMDβ= –0·42, 95 % CI –0·67, –0·17). Similar results were obtained when comparing survey year 2015 with 1997 (c-MED scoreβ= –0·20, 95 % CI –0·33, –0·06; LMD scoreβ= –0·60, 95 % CI –0·82, –0·37). Findings highlight the erosion of the MD among Lebanese adolescents and underline the need for a comprehensive food system approach that fosters the promotion of the MD as a nutritionally balanced and sustainable dietary pattern.
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Manzano-Carrasco S, Felipe JL, Sanchez-Sanchez J, Hernandez-Martin A, Gallardo L, Garcia-Unanue J. Weight Status, Adherence to the Mediterranean Diet, and Physical Fitness in Spanish Children and Adolescents: The Active Health Study. Nutrients 2020; 12:nu12061680. [PMID: 32512886 PMCID: PMC7352616 DOI: 10.3390/nu12061680] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2020] [Revised: 06/01/2020] [Accepted: 06/01/2020] [Indexed: 12/18/2022] Open
Abstract
The aim of this study was to analyze the differences in body composition and physical fitness according to the weight status (normoweight, overweight and obese) and the level of adherence to the Mediterranean diet (MD; low, medium or high), in physically active children and adolescents. Furthermore, this study also analyzed the relationship between body composition and physical fitness with Body Mass Index (BMI), fat mass and the level of adherence to the MD. In total, 1676 participants aged 6–17 from different municipal sports schools participated in this cross-sectional study. Data on adherence to the MD (a KIDMED questionnaire), anthropometric measurements, body composition and physical fitness parameters (the 20-m shuttle run test and muscular strength) were collected. A total of 43.5% of the sample were presented as overweight and obese, and only 35.7% had high or optimal adherence to the MD. The results revealed that a normoweight status was associated with greater cardiorespiratory fitness (p < 0.05; ES: 0.50 to 0.67) and lower-body muscular strength (p < 0.05; ES: 0.58 to 1.10). The overweight group showed more significant results than the other groups in handgrip strength (p < 0.01). Greater adherence to the MD in this population indicated better physical fitness, but only in boys. It is concluded that normoweight status and optimal adherence to the MD in children and adolescents are associated with health benefits, which are significant in the body composition and the effect on physical fitness.
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Affiliation(s)
- Samuel Manzano-Carrasco
- Faculty of Sport Sciences, University of Castilla-La Mancha, 45004 Toledo, Spain; (S.M.-C.); (A.H.-M.); (L.G.); (J.G.-U.)
| | - Jose Luis Felipe
- School of Sport Sciences, Universidad Europea de Madrid, 28670 Madrid, Spain;
- Correspondence: ; Tel.: +34-912-115-364
| | | | - Antonio Hernandez-Martin
- Faculty of Sport Sciences, University of Castilla-La Mancha, 45004 Toledo, Spain; (S.M.-C.); (A.H.-M.); (L.G.); (J.G.-U.)
| | - Leonor Gallardo
- Faculty of Sport Sciences, University of Castilla-La Mancha, 45004 Toledo, Spain; (S.M.-C.); (A.H.-M.); (L.G.); (J.G.-U.)
| | - Jorge Garcia-Unanue
- Faculty of Sport Sciences, University of Castilla-La Mancha, 45004 Toledo, Spain; (S.M.-C.); (A.H.-M.); (L.G.); (J.G.-U.)
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Influence of the Mediterranean Diet on 25- Hydroxyvitamin D Levels in Adults. Nutrients 2020; 12:nu12051439. [PMID: 32429342 PMCID: PMC7284708 DOI: 10.3390/nu12051439] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2020] [Revised: 04/26/2020] [Accepted: 05/14/2020] [Indexed: 02/07/2023] Open
Abstract
The Mediterranean diet (MD) is a dietary pattern effective in terms of prevention of obesity-related diseases, and represents the gold standard in preventive medicine, due to the synergistic action of many nutrients with antioxidant and anti-inflammatory properties. In addition, excess body weight significantly increases the risk of hypovitaminosis D, a well-recognized common feature of individuals with obesity. It is well-known that there is a clear gender difference in the adherence to the MD. The aim of this study was to investigate the association between adherence to the MD and 25-hydroxyvitamin D (25OHD) levels in adults, according to gender. Study population consisted of 617 participants; 296 were males and 321 were females, matched by age and body mass index (BMI). A validated 14-item questionnaire PREDIMED (Prevención con dieta Mediterránea) was used for the assessment of adherence to the MD. The 25OHD levels were determined by a direct competitive chemiluminescence immunoassay. Females have a higher PREDIMED score than males (7.4 ± 2.8 vs. 6.7 ± 3.1 score, p = 0.001), and according to PREDIMED categories, a greater percentage of males had low adherence to the MD compared to their female counterparts (40.2% vs. 37.1%; χ2 = 8.94, p = 0.003). The 25OHD levels were higher in males than in females (18.3 ± 7.3 vs. 16.8 ± 7.8 ng/mL, p = 0.01), and a higher percentage of males had sufficient 25OHD levels (>30 ng/mL) than their female counterparts (10.5% vs. 3.4%, χ2 = 10.96, p < 0.001). Stratifying the sample population according to 25OHD categories, BMI decreased and PREDIMED score increased significantly along with the increased 25OHD levels, in both males and females, respectively (p < 0.001). Looking at the bivariate correlations, PREDIMED score was positively correlated with 25OHD levels after adjusting for age and BMI, in both males (r = 0.21, p < 0.001) and females (r = 0.30, p < 0.001). At the bivariate proportional odds ratio (OR) model, 25OHD levels presented the highest OR values in the category low adherence vs. high adherence to the MD, in both genders (OR 1.21 and OR 1.31, in males and females, respectively). Receiver operator characteristic (ROC) analysis was performed to determine the cut-off values of PREDIMED scores predictive of 25OHD levels: PREDIMED score >5 in males (p < 0.001) and >7 in females (p < 0.001) could serve as thresholds for 25OHD levels above the median. The results of our study highlighted a novel positive association between adherence to the MD and 25OHD levels in both genders. Although 25OHD levels were higher in males than females, 69.7% were deficient. To the best of our knowledge, this is the first study to show that high adherence to the MD is associated with low BMI and high 25OHD levels in both genders, probably through the anti-inflammatory and anti-oxidant effects that are synergistically exerted by either MD or vitamin D on body weight.
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