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1. A longitudinal causal graph analysis investigating modifiable risk factors and obesity in a European cohort of children and adolescents

Author: Ronja Foraita, Janine Witte, Claudia Börnhorst, Wencke Gwozdz, Valeria Pala, Lauren Lissner, Fabio Lauria, Lucia A. Reisch, Dénes Molnár, Stefaan De Henauw, Luis Moreno, Toomas Veidebaum, Michael Tornaritis, Iris Pigeot, and Vanessa Didelez
Subjects: Audio-visual media consumption, Causal structure learning, DAG, Healthy diet, IDEFICS/I.Family cohort, Multiple imputation, Medicine, Science
Abstract: Abstract Childhood obesity is a complex disorder that appears to be influenced by an interacting system of many factors. Taking this complexity into account, we aim to investigate the causal structure underlying childhood obesity. Our focus is on identifying potential early, direct or indirect, causes of obesity which may be promising targets for prevention strategies. Using a causal discovery algorithm, we estimate a cohort causal graph (CCG) over the life course from childhood to adolescence. We adapt a popular method, the so-called PC-algorithm, to deal with missing values by multiple imputation, with mixed discrete and continuous variables, and that takes background knowledge such as the time-structure of cohort data into account. The algorithm is then applied to learn the causal structure among 51 variables including obesity, early life factors, diet, lifestyle, insulin resistance, puberty stage and cultural background of 5112 children from the European IDEFICS/I.Family cohort across three waves (2007–2014). The robustness of the learned causal structure is addressed in a series of alternative and sensitivity analyses; in particular, we use bootstrap resamples to assess the stability of aspects of the learned CCG. Our results suggest some but only indirect possible causal paths from early modifiable risk factors, such as audio-visual media consumption and physical activity, to obesity (measured by age- and sex-adjusted BMI z-scores) 6 years later.
Published: 2024
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2. The role of psychosocial well-being and emotion-driven impulsiveness in food choices of European adolescents

Author: Stefanie Do, Vanessa Didelez, Claudia Börnhorst, Juul M.J. Coumans, Lucia A. Reisch, Unna N. Danner, Paola Russo, Toomas Veidebaum, Michael Tornaritis, Dénes Molnár, Monica Hunsberger, Stefaan De Henauw, Luis A. Moreno, Wolfgang Ahrens, Antje Hebestreit, and on behalf of the IDEFICS/I.Family consortia
Subjects: Causal mediation, Food preferences, I.Family study, Impulsivity, Mental health, Causal inference, Nutritional diseases. Deficiency diseases, RC620-627, Public aspects of medicine, RA1-1270
Abstract: Abstract Background It is unclear whether a hypothetical intervention targeting either psychosocial well-being or emotion-driven impulsiveness is more effective in reducing unhealthy food choices. Therefore, we aimed to compare the (separate) causal effects of psychosocial well-being and emotion-driven impulsiveness on European adolescents’ sweet and fat propensity. Methods We included 2,065 participants of the IDEFICS/I.Family cohort (mean age: 13.4) providing self-reported data on sweet propensity (score range: 0 to 68.4), fat propensity (range: 0 to 72.6), emotion-driven impulsiveness using the UPPS-P negative urgency subscale, and psychosocial well-being using the KINDLR Questionnaire. We estimated, separately, the average causal effects of psychosocial well-being and emotion-driven impulsiveness on sweet and fat propensity applying a semi-parametric doubly robust method (targeted maximum likelihood estimation). Further, we investigated a potential indirect effect of psychosocial well-being on sweet and fat propensity mediated via emotion-driven impulsiveness using a causal mediation analysis. Results If all adolescents, hypothetically, had high levels of psychosocial well-being, compared to low levels, we estimated a decrease in average sweet propensity by 1.43 [95%-confidence interval: 0.25 to 2.61]. A smaller effect was estimated for fat propensity. Similarly, if all adolescents had high levels of emotion-driven impulsiveness, compared to low levels, average sweet propensity would be decreased by 2.07 [0.87 to 3.26] and average fat propensity by 1.85 [0.81 to 2.88]. The indirect effect of psychosocial well-being via emotion-driven impulsiveness was 0.61 [0.24 to 1.09] for average sweet propensity and 0.55 [0.13 to 0.86] for average fat propensity. Conclusions An intervention targeting emotion-driven impulsiveness, compared to psychosocial well-being, would be marginally more effective in reducing sweet and fat propensity in adolescents.
Published: 2024
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3. Digital media exposure and cognitive functioning in European children and adolescents of the I.Family study

Author: Elida Sina, Christoph Buck, Wolfgang Ahrens, Juul M. J. Coumans, Gabriele Eiben, Annarita Formisano, Lauren Lissner, Artur Mazur, Nathalie Michels, Dénes Molnar, Luis A. Moreno, Valeria Pala, Hermann Pohlabeln, Lucia Reisch, Michael Tornaritis, Toomas Veidebaum, Antje Hebestreit, and I. Family consortium
Subjects: Medicine, Science
Abstract: Abstract The digital environment can pose health risks through exposure to unhealthy content. Yet, little is known about its relation to children’s cognitive functioning. This study investigates the association between digital media (DM) exposure and children’s cognitive functioning. This cross-sectional study is based on examinations of children aged 8–18 years (N = 8673) of the I.Family cohort (2013–2014). Exposure to television, computer, smartphone and internet was self-reported (hours/day). Media multitasking (MMT) was defined as simultaneous use of computers with other digital or non-screen-based activities. Standard instruments were used to assess cognitive inflexibility (score: 0–39), decision-making ability (− 100 to + 100) and impulsivity (12–48). Adjusted regression coefficients and 99.9%CIs were calculated by generalized linear mixed-effects models. In total, 3261 participants provided data for impulsivity, 3441 for cognitive inflexibility and 4046 for decision-making. Exposure to smartphones and media multitasking were positively associated with impulsivity (βsmartphone = 0.74; 99.9%CI = 0.42–1.07; βMMT = 0.73; 99.9%CI = 0.35–1.12) and cognitive inflexibility (βsmartphone = 0.32; 99.9%CI = -0.02–0.66; βMMT = 0.39; 99.9%CI = 0.01–0.77) while being inversely associated with decision-making ability. Extensive smartphone/internet exposure combined with low computer/medium TV exposure was associated with higher impulsivity and cognitive inflexibility scores, especially in girls. DM exposure is adversely associated with cognitive functioning in children and adolescents. Children require protection against the likely adverse impact of digital environment.
Published: 2023
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4. Age-Specific Quantification of Overweight/Obesity Risk Factors From Infancy to Adolescence and Differences by Educational Level of Parents

Author: Claudia Börnhorst, Wolfgang Ahrens, Stefaan De Henauw, Monica Hunsberger, Denéz Molnár, Luis A. Moreno, Paola Russo, Anton Schreuder, Elida Sina, Michael Tornaritis, Stefanie Vandevijvere, Thomas Veidebaum, Tanja Vrijkotte, Kathleen Wijnant, and Maike Wolters
Subjects: body mass index, childhood overweight/obesity, IDEFICS/I.Family cohort, overweight/obesity risk factors, parental education, Public aspects of medicine, RA1-1270
Abstract: Objectives: To explore the age-dependent associations between 26 risk factors and BMI in early life, and differences by parental educational level.Methods: Data of 10,310 children (24,155 measurements) aged 2–16 years participating in a multi-centre European cohort from 2007 to 2014 were utilized. Trajectories of overweight/obesity risk factors and their age-specific associations with BMI were estimated using polynomial mixed-effects models.Results: Exposure to most unfavourable factors was higher in the low/medium compared to the high education group, e.g., for PC/TV time (12.6 vs. 10.6 h/week). Trajectories of various risk factors markedly changed at an age of 9–11 years. Having a family history of obesity, maternal BMI, pregnancy weight gain and birth weight were positively associated with BMI trajectories throughout childhood/adolescence in both education groups; associations of behavioural factors with BMI were small. Parental unemployment and migrant background were positively associated with BMI in the low/medium education group.Conclusion: Associations of risk factors with BMI trajectories did not essentially differ by parental education except for social vulnerabilities. The age period of 9–11 years may be a sensitive period for adopting unfavourable behaviours.
Published: 2023
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5. Longitudinal association of childhood physical activity and physical fitness with physical activity in adolescence: insights from the IDEFICS/I.Family study

Author: Becky Breau, Mirko Brandes, Toomas Veidebaum, Michael Tornaritis, Luis A. Moreno, Dénes Molnár, Lauren Lissner, Gabriele Eiben, Fabio Lauria, Jaakko Kaprio, Stefaan De Henauw, Wolfgang Ahrens, Christoph Buck, and on behalf of the IDEFICS/I.Family consortia
Subjects: Physical activity, Physical fitness, Accelerometry, PA guidelines, Nutritional diseases. Deficiency diseases, RC620-627, Public aspects of medicine, RA1-1270
Abstract: Abstract Background This study aimed to examine associations of early childhood physical fitness and physical activity (PA) with PA during later childhood/early adolescence while accounting for gender differences. Methods We selected data of N = 4329 children from the IDEFICS/I. Family cohort (age 2.4–11.7 years) with data on baseline fitness and accelerometer measurements. At baseline, physical fitness tests were conducted including Flamingo balance, Backsaver sit and reach, Handgrip strength, Standing Long Jump, 40-m sprint and 20-m Shuttle run (to estimate cardio-respiratory fitness levels). PA was measured with Actigraph accelerometers over 3 days at baseline (ActiTrainer or GT1M) and 7 days at follow-up (GT3X). Evenson cutpoints were used to determine moderate-to-vigorous PA (MVPA) time, and children with ≥60mins/day of average MVPA were deemed as having met WHO guidelines at baseline and follow-up. Linear and logistic regressions were performed to examine longitudinal associations between meeting WHO guidelines, MVPA, and physical fitness tests at baseline with meeting WHO guidelines and MVPA at follow-up. Models were conducted on the entire sample, the sex-stratified sample, and stratified by sex and pubertal status at follow-up. Results Results showed that meeting WHO guidelines for MVPA at baseline was positively associated with MVPA (Standardized Beta (B) = 0.13, 95%CI:(5.6;11.1)) and meeting WHO guidelines at follow-up for the entire sample (OR = 2.1, 95%CI:(1.5; 3.14), and stratified by males (OR = 2.5, 95%CI:(1.5; 4.1)) and females (OR = 1.8, 95%CI:(1.0; 3.2)). This was also found for both male pre/early pubertal and pubertal groups but only in the female pre/early pubertal group, and not the female pubertal group (MVPA: B = .00, 95%CI:(− 6.1; 5.6), WHO: OR = 0.61, 95%CI:(0.23;1.6)). Models indicated that Standing Long jump, 40-m sprint, Shuttle run and Flamingo balance at baseline were associated with MVPA and meeting the guidelines at follow-up. Conclusions Meeting WHO guidelines and certain fitness tests at baseline were strongly associated with MVPA and meeting WHO guidelines at follow-up, but this association varied with sex and pubertal status. Consequently, these findings underline the importance of ensuring sufficient physical activity in terms of quality and quantity for children at the earliest stages of life. Trial registration ISRCTN62310987.
Published: 2022
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6. Author Correction: Digital media exposure and cognitive functioning in European children and adolescents of the I.Family study

Author: Elida Sina, Christoph Buck, Wolfgang Ahrens, Juul M. J. Coumans, Gabriele Eiben, Annarita Formisano, Lauren Lissner, Artur Mazur, Nathalie Michels, Dénes Molnar, Luis A. Moreno, Valeria Pala, Hermann Pohlabeln, Lucia Reisch, Michael Tornaritis, Toomas Veidebaum, Antje Hebestreit, and I. Family consortium
Subjects: Medicine, Science
Published: 2023
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7. Trajectories of objectively measured physical activity and childhood overweight: longitudinal analysis of the IDEFICS/I.Family cohort

Author: Ole Sprengeler, Hermann Pohlabeln, Karin Bammann, Christoph Buck, Fabio Lauria, Vera Verbestel, Gabriele Eiben, Kenn Konstabel, Dénes Molnár, Luis A. Moreno, Yannis Pitsiladis, Angie Page, Lucia Reisch, Michael Tornaritis, and Wolfgang Ahrens
Subjects: Health-enhancing physical activity, Pediatric overweight, Obesity prevention, Dose-response relationship, Physical activity recommendations, Nutritional diseases. Deficiency diseases, RC620-627, Public aspects of medicine, RA1-1270
Abstract: Abstract Background Since only few longitudinal studies with appropriate study designs investigated the relationship between objectively measured physical activity (PA) and overweight, the degree PA can prevent excess weight gain in children, remains unclear. Moreover, evidence is limited on how childhood overweight determines PA during childhood. Therefore, we analyzed longitudinal trajectories of objectively measured PA and their bi-directional association with weight trajectories of children at 2- and 6-year follow-ups. Methods Longitudinal data of three subsequent measurements from the IDEFICS/I.Family cohort study were used to analyze the bi-directional association between moderate-to-vigorous PA (MVPA) and weight status by means of multilevel regression models. Analyses comprised 3393 (2-year follow-up) and 1899 (6-year follow-up) children aged 2–15.9 years from eight European countries with valid accelerometer data and body mass index (BMI) measurements. For categorized analyses, children’s weight status was categorized as normal weight or overweight (cutoff: 90th percentile of BMI) and children’s PA as (in-) sufficiently active (cutoffs: 30, 45 and 60 min of MVPA per day). Results Children engaging in at least 60 min MVPA daily at baseline and follow-ups had a lower odds of becoming overweight (odds ratio [OR] at 2-year follow-up: 0.546, 95% CI: 0.378, 0.789 and 6-year follow-up: 0.393, 95% CI: 0.242, 0.638), compared to less active children. Similar associations were found for 45 min MVPA daily. On the other side, children who became overweight had the lowest odds to achieve 45 or 60 min MVPA daily (ORs: 0.459 to 0.634), compared to normal weight children. Conclusions Bi-directional associations between MVPA and weight status were observed. In summary, at least 60 min MVPA are still recommended for the prevention of childhood overweight. To prevent excess weight gain, 45 min MVPA per day also showed preventive effects.
Published: 2021
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8. A cross-sectional study of obesogenic behaviours and family rules according to family structure in European children

Author: Katharina Stahlmann, Antje Hebestreit, Stefaan DeHenauw, Monica Hunsberger, Jaakko Kaprio, Lauren Lissner, Dénes Molnár, Alelí M. Ayala-Marín, Lucia A. Reisch, Paola Russo, Michael Tornaritis, Toomas Veidebaum, Hermann Pohlabeln, and Leonie H. Bogl
Subjects: Lifestyle, Family types, Blended families, Single-parent, Family rules, Nutritional diseases. Deficiency diseases, RC620-627, Public aspects of medicine, RA1-1270
Abstract: Abstract Background There has been an increase in children growing up in non-traditional families, such as single-parent and blended families. Children from such families have a higher prevalence of obesity and poorer health outcomes, but research on the relationship with obesogenic behaviours is limited. Objectives Therefore, the aim of this study was to investigate whether there are associations between family structures and obesogenic behaviours and related family rules in European children and adolescents. Methods The sample included 7664 children (mean age ± SD: 10.9 ± 2.9) from 4923 families who were participants of the multi-centre I.Family study (2013/2014) conducted in 8 European countries. Family structure was assessed by a detailed interview on kinship and household. Obesogenic behaviours (screen time, sleep duration, consumption of sugar-sweetened beverages (SSBs)) and family rules (rules for computer and television, bedtime routine, availability of SSBs during meals) were determined by standardized questionnaires. Multilevel mixed-effects linear and logistic regression models were used to model the associations of family structure with obesogenic behaviours and family rules. Sex, age, parental education level, number of children and adults in the household and BMI z-score were covariates in the models. Two-parent biological families were set as the reference category. Results Children from single-parent families were less likely to have family rules regarding screen time (OR: 0.62, 95% CI: 0.40–0.94, p = 0.026) with higher reported hours of screen time per week (β = 2.70 h/week, 95% CI: 1.39–4.00, p
Published: 2020
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9. Circulating microRNAs are associated with early childhood obesity: results of the I.Family Study

Author: Giuseppe Iacomino, Paola Russo, Pasquale Marena, Fabio Lauria, Antonella Venezia, Wolfgang Ahrens, Stefaan De Henauw, Pasquale De Luca, Ronja Foraita, Kathrin Günther, Lauren Lissner, Dénes Molnár, Luis A. Moreno, Michael Tornaritis, Toomas Veidebaum, and Alfonso Siani
Subjects: Circulating miRNAs, Childhood obesity, Childhood overweight/low-grade obesity, Metabolic disorders, Biomarker, Nutrition. Foods and food supply, TX341-641, Genetics, QH426-470
Abstract: Abstract Background Nearly 10 years ago, the World Health Organization reported the increasing prevalence of overweight and obesity worldwide as a challenge for public health due to the associated adverse consequences. Epidemiological studies established a firm relationship between an elevated body mass index and chronic conditions such as diabetes, dyslipidemia, hypertension, heart disease, non-alcoholic fatty liver disease, and some types of cancer. Omic studies demonstrated that microRNA (miRNA) profile changes in tissues correlate with a number of diseases, including obesity. Recent studies showed a remarkable stability of miRNAs also in blood, emphasizing their potential as theranostic agents for a variety of disorders and conditions. A number of miRNAs enriched in homeostasis of obesity and metabolic disorders have been characterized in previous researches. Aim This work was finalized to investigate the differential circulating miRNAs signature in early childhood obesity. Our cross-sectional study analyzed the signature of circulating miRNAs in plasma samples of normal weight (n = 159) and overweight/obese (n = 149) children and adolescents participating to the I.Family study, an EC-funded study finalized to investigate the etiology of overweight, obesity and related disorders and the determinants of food choice, lifestyle, and related health outcomes in children and adolescents of eight European countries (www.ifamilystudy.eu). Results Differences in miRNA signature with respect to anthropometric and biochemical variables were analyzed. A high degree of variability in levels of circulating miRNAs was identified among children from different countries, in line with recent reports supporting the hypothesis that these molecules are likewise affected by environmental and lifestyle factors. A panel of miRNAs differentially expressed in overweight/low-grade obesity children was characterized (miR-551a and miR-501-5p resulted upregulated; miR-10b-5p, miR-191-3p, miR-215-5p, and miR-874-3p resulted downregulated). ROC curves were also constructed for experimentally confirmed miRNAs. Single miRNAs generally exhibited low AUC values with the highest values for miR-874-3p and miR-501-5p which in combination provided an interesting value (AUC = 0.782). Pearson’s analysis confirmed that miR-10b-5p, miR-215-5p, miR-501-5p, miR-551a, and miR-874-3p significantly correlated with BMI z-score. Molecular interactions of obesity-associated miRNAs were also predicted by bioinformatics tools. Conclusions Our work showed that several circulating miRNAs are differentially represented in overweight/low-grade obesity children and adolescents. Although causal pathways cannot be firmly inferred, it is conceivable that circulating miRNAs may be new biomarkers of early childhood obesity. Trial registration ISRCTN, ISRCTN62310987. Registered 23/02/2018 - Retrospectively registered.
Published: 2019
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10. Associations between sleep duration and insulin resistance in European children and adolescents considering the mediating role of abdominal obesity.

Author: Barbara F Thumann, Nathalie Michels, Regina Felső, Monica Hunsberger, Jaakko Kaprio, Luis A Moreno, Alfonso Siani, Michael Tornaritis, Toomas Veidebaum, Stefaan De Henauw, Wolfgang Ahrens, Claudia Börnhorst, and IDEFICS and I. Family Consortia
Subjects: Medicine, Science
Abstract: BackgroundShort sleep duration has been suggested to lead to insulin resistance both directly by altering glucose metabolism and indirectly through obesity. This study aims to investigate associations between nocturnal sleep duration and insulin resistance considering abdominal obesity as a mediator.MethodsWe analysed data of 3 900 children aged 2-15 years participating in the second (2009/10) and third (2013/14) examination wave of the European IDEFICS/I.Family study (hereafter referred to as baseline and follow-up). Information on nocturnal sleep duration was collected by questionnaires and age-standardised (SLEEP z-score). The homeostasis model assessment (HOMA) was calculated from fasting insulin and fasting glucose obtained from blood samples; waist circumference (WAIST) was measured with an inelastic tape. HOMA and WAIST were used as indicators for insulin resistance and abdominal obesity, respectively, and transformed to age- and sex-specific z-scores. Cross-sectional and longitudinal associations between SLEEP z-score and HOMA z-score were investigated based on a path model considering WAIST z-score as a mediator adjusting for relevant confounders.ResultsCross-sectionally, baseline SLEEP z-score was negatively associated with baseline WAIST z-score (unstandardised effect estimate -0.120, 95% confidence interval [-0.167; -0.073]). We observed no direct effect of baseline SLEEP z-score on baseline HOMA z-score but a negative indirect effect through baseline WAIST z-score (-0.042 [-0.058; -0.025]). Longitudinally, there was no direct effect of baseline SLEEP z-score on HOMA z-score at follow-up but a negative indirect effect through both baseline WAIST z-score and WAIST z-score at follow-up (-0.028 [-0.040; -0.016]).ConclusionsOur results do not support the hypothesis of an association between short sleep duration and insulin resistance independent of abdominal obesity. However, longer sleep duration may exert short and long term beneficial effects on insulin resistance through its beneficial effects on abdominal obesity.
Published: 2020
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11. Attrition in the European Child Cohort IDEFICS/I.Family: Exploring Associations Between Attrition and Body Mass Index

Author: Malte Langeheine, Hermann Pohlabeln, Fabio Lauria, Toomas Veidebaum, Michael Tornaritis, Denes Molnar, Gabriele Eiben, Stefaan de Henauw, Luis A. Moreno, Garrath Williams, Wolfgang Ahrens, and Stefan Rach
Subjects: cohort attrition, child health, BMI, selection effects, cross country differences, Pediatrics, RJ1-570
Abstract: Attrition may lead to bias in epidemiological cohorts, since participants who are healthier and have a higher social position are less likely to drop out. We investigated possible selection effects regarding key exposures and outcomes in the IDEFICS/I.Family study, a large European cohort on the etiology of overweight, obesity and related disorders during childhood and adulthood. We applied multilevel logistic regression to investigate associations of attrition with sociodemographic variables, weight status, and study compliance and assessed attrition across time regarding children's weight status and variations of attrition across participating countries. We investigated selection effects with regard to social position, adherence to key messages concerning a healthy lifestyle, and children's weight status. Attrition was associated with a higher weight status of children, lower children's study compliance, older age, lower parental education, and parent's migration background, consistent across time and participating countries. Although overweight (odds ratio 1.17, 99% confidence interval 1.05–1.29) or obese children (odds ratio 1.18, 99% confidence interval 1.03–1.36) were more prone to drop-out, attrition only seemed to slightly distort the distribution of children's BMI at the upper tail. Restricting the sample to subgroups with different attrition characteristics only marginally affected exposure-outcome associations. Our results suggest that IDEFICS/I.Family provides valid estimates of relations between socio-economic position, health-related behaviors, and weight status.
Published: 2018
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12. Trajectories of objectively measured physical activity and childhood overweight: longitudinal analysis of the IDEFICS/I.Family cohort

Author: Luis Moreno, Kenn Konstabel, Fabio Lauria, Gabriele Eiben, Karin Bammann, Wolfgang Ahrens, Christoph Buck, Ole Sprengeler, Vera Verbestel, Hermann Pohlabeln, Dénes Molnár, Angie S Page, Lucia A. Reisch, Yannis P. Pitsiladis, and Michael Tornaritis
Subjects: Male, Pediatric Obesity, Percentile, RC620-627, Adolescent, Dose-response relationship, Physical Therapy, Medicine (miscellaneous), Physical Therapy, Sports Therapy and Rehabilitation, Physical activity recommendations, Sports Therapy and Rehabilitation, Clinical nutrition, Overweight, Pediatrics, Body Mass Index, Odds, Cohort Studies, Medicine and Health Sciences, Humans, Medicine, Longitudinal Studies, Child, Nutritional diseases. Deficiency diseases, Exercise, Sport and Fitness Sciences, Nutrition and Dietetics, business.industry, Idrottsvetenskap, Research, Pediatrik, Public Health, Global Health, Social Medicine and Epidemiology, Odds ratio, Health-enhancing physical activity, Pediatric overweight, Obesity prevention, Europe, Folkhälsovetenskap, global hälsa, socialmedicin och epidemiologi, Child, Preschool, Cohort, Female, medicine.symptom, Public aspects of medicine, RA1-1270, business, Body mass index, Cohort study, Demography
Abstract: Background: Since only few longitudinal studies with appropriate study designs investigated the relationship between objectively measured physical activity (PA) and overweight, the degree PA can prevent excess weight gain in children, remains unclear. Moreover, evidence is limited on how childhood overweight determines PA during childhood. Therefore, we analyzed longitudinal trajectories of objectively measured PA and their bi-directional association with weight trajectories of children at 2- and 6-year follow-ups. Methods: Longitudinal data of three subsequent measurements from the IDEFICS/I.Family cohort study were used to analyze the bi-directional association between moderate-to-vigorous PA (MVPA) and weight status by means of multilevel regression models. Analyses comprised 3393 (2-year follow-up) and 1899 (6-year follow-up) children aged 2–15.9 years from eight European countries with valid accelerometer data and body mass index (BMI) measurements. For categorized analyses, children’s weight status was categorized as normal weight or overweight (cutoff: 90th percentile of BMI) and children’s PA as (in-) sufficiently active (cutoffs: 30, 45 and 60 min of MVPA per day). Results: Children engaging in at least 60 min MVPA daily at baseline and follow-ups had a lower odds of becoming overweight (odds ratio [OR] at 2-year follow-up: 0.546, 95% CI: 0.378, 0.789 and 6-year follow-up: 0.393, 95% CI: 0.242, 0.638), compared to less active children. Similar associations were found for 45 min MVPA daily. On the other side, children who became overweight had the lowest odds to achieve 45 or 60 min MVPA daily (ORs: 0.459 to 0.634), compared to normal weight children. Conclusions: Bi-directional associations between MVPA and weight status were observed. In summary, at least 60 min MVPA are still recommended for the prevention of childhood overweight. To prevent excess weight gain, 45 min MVPA per day also showed preventive effects. CC BY 4.0© The Author(s). 2021 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.Correspondence: pohlabeln@leibniz-bips.de
Published: 2021

13. The role of a FADS1 polymorphism in the association of fatty acid blood levels, BMI and blood pressure in young children-Analyses based on path models.

Author: Maike Wolters, Carmen Dering, Alfonso Siani, Paola Russo, Jaakko Kaprio, Patrizia Risé, Luis A Moreno, Stefaan De Henauw, Kirsten Mehlig, Toomas Veidebaum, Denés Molnár, Michael Tornaritis, Licia Iacoviello, Yannis Pitsiladis, Claudio Galli, Ronja Foraita, Claudia Börnhorst, and IDEFICS and I. Family consortia
Subjects: Medicine, Science
Abstract: The recent obesity epidemic in children also showed an increase in the prevalence of hypertension. As blood pressure (BP) is associated with (long-chain) polyunsaturated fatty acids (LC PUFA), genetic variation in desaturase enzymes being involved in the synthesis of LC PUFA may be associated with BP. This study aimed to investigate the direct effects (independent of mediating variables) and indirect effects (mediated through intermediate variables) of a common variant in the FADS1 gene, rs174546, known to affect delta-5 desaturase (D5D) activity on PUFA level, body mass index (BMI) and BP.A subsample of the IDEFICS (Identification and prevention of dietary- and lifestyle-induced health effects in children and infants) baseline survey including 520 children aged 2 to
Published: 2017
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14. The role of neuromedin U in adiposity regulation. Haplotype analysis in European children from the IDEFICS Cohort.

Author: Francesco Gianfagna, Claudio Grippi, Wolfgang Ahrens, Mark E S Bailey, Claudia Börnhorst, Stefan De Henauw, Ronja Foraita, Anna C Koni, Vittorio Krogh, Staffan Mårild, Dénes Molnár, Luis Moreno, Yannis Pitsiladis, Paola Russo, Alfonso Siani, Michael Tornaritis, Toomas Veidebaum, and Licia Iacoviello
Subjects: Medicine, Science
Abstract: BACKGROUND AND AIMS:Neuromedin U (NMU) is a hypothalamic neuropeptide with important roles in several metabolic processes, recently suggested as potential therapeutic target for obesity. We analysed the associations between NMU gene variants and haplotypes and body mass index (BMI) in a large sample of European children. METHODS AND RESULTS:From a large European multi-center study on childhood obesity, 4,528 children (2.0-9.9 years, mean age 6.0±1.8 SD; boys 52.2%) were randomly selected, stratifying by age, sex and country, and genotyped for tag single nucleotide polymorphisms (SNPs; rs6827359, T:C; rs12500837, T:C; rs9999653,C:T) of NMU gene, then haplotypes were inferred. Regression models were applied to estimate the associations between SNPs or haplotypes and BMI as well as other anthropometric measures. BMI was associated with all NMU SNPs (p
Published: 2017
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15. Improving cardiorespiratory fitness protects against inflammation in children: the IDEFICS study

Author: Gabriele Eiben, Dénes Molnár, Heike Schwarz, Toomas Veidebaum, Michael Tornaritis, Luis Moreno, Esther M González-Gil, Wolfgang Ahrens, Valeria Pala, A Fraterman, Christoph Buck, Luis Gracia-Marco, Licia Iacoviello, Lauren Lissner, Fabio Lauria, Alba M Santaliestra-Pasías, and Stefaan De Henauw
Subjects: Male, medicine.medical_specialty, Waist, Inflammation, Body Mass Index, Odds, idefics, 03 medical and health sciences, Screen time, 0302 clinical medicine, children, 030225 pediatrics, Internal medicine, medicine, Humans, Longitudinal Studies, Child, cardiorespiratory fitness, business.industry, Cardiorespiratory fitness, Odds ratio, C-Reactive Protein, Cross-Sectional Studies, Quartile, Physical Fitness, inflammation, Child, Preschool, Pediatrics, Perinatology and Child Health, Female, medicine.symptom, business, Body mass index, 030217 neurology & neurosurgery
Abstract: Background: Muscular and cardiorespiratory fitness (MF and CRF) have been related to inflammation. Thus, the aim of this study was to assess the relationship between fitness and high-sensitivity C-reactive protein (hs-CRP) in European children both in the cross-sectional and longitudinal analysis. Methods: Three hundred and fifty-seven children (46.2% males) aged 2–9 years with hs-CRP measured, data from MF and CRF, diet quality, objectively measured physical activity (PA) and screen time at baseline and follow-up after 2 years were included. Body mass index z-score (zBMI), waist circumference (WC) and fat mass index (FMI) were assessed. MF and CRF were also dichotomized as follows: low-medium quartiles (Q1–Q3) and highest quartile (Q4). Results: At follow-up, children with the highest CRF (Q4) showed a lower probability of having high hs-CRP. In the longitudinal analysis, children who improved their CRF over time showed a significantly lower probability (p < 0.05) of being in the highest hs-CRP category at follow-up, independently of the body composition index considered: odds ratio (OR) = 0.22 for zBMI, OR = 0.17 for WC, and OR = 0.21 for FMI. Conclusions: Improving CRF during childhood reduces the odds of an inflammatory profile, independently of body composition and lifestyle behaviours. These highlight the importance of enhancing fitness, especially CRF, to avoid an inflammatory state in children. Impact: Improvements in the cardiorespiratory profile during childhood could reverse an unfavourable inflammatory status.There is a longitudinal and inverse association between CRF and inflammation in children.This is the first longitudinal study assessing the relationship between fitness and inflammation during childhood that takes also into account the lifestyle behaviours.Results from the present study suggest a protective role of fitness already in childhood.Efforts to improve fitness in children should be aimed at as inflammation could trigger future cardiovascular disease. © 2021, The Author(s), under exclusive licence to the International Pediatric Research Foundation, Inc.
Published: 2021
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16. A longitudinal causal graph analysis investigating modifiable risk factors and obesity in a European cohort of children and adolescents

Author: Ronja Foraita, Janine Witte, Claudia Börnhorst, Wencke Gwozdz, Valeria Pala, Lauren Lissner, Fabio Lauria, Lucia Reisch, Dénes Molnár, Stefaan De Henauw, Luis Moreno, Toomas Veidebaum, Michael Tornaritis, Iris Pigeot, and Vanessa Didelez
Abstract: A Cohort Causal Graph (CCG) over the life-course from childhood to adolescence is estimated to identify potential causes of obesity and to determine promising targets for prevention strategies. We adapt a popular causal discovery algorithm to deal with missing values by multiple imputation and with temporal cohort structure. To estimate possible causal effects of modifiable risk factors at baseline on obesity six years later, we used the “Intervention-calculus when the Directed Acyclic Graph is Absent” and double machine learning with confounder adjustment based on the obtained CCG.Causal relations among 51 variables were analysed including obesity, early life factors, lifestyle and cultural background of 5,112 children from the European IDEFICS/I.Family cohort across three waves (2007-2014). The resulting CCG shows some but not many and only indirect possible pathways from earlier modifiable risk factors such as audio-visual media consumption (AVM) to later obesity. The estimated causal effects suggested that promising interventions would encourage longer sleep or reduce AVM during childhood, both slightly decreasing expected body mass index six years later. But overall, no or only weak causal effects could be found for hypothetical interventions on individual behaviors in early childhood on later obesity.
Published: 2022
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17. Associations of Whole Blood n-3 and n-6 Polyunsaturated Fatty Acids with Blood Pressure in Children and Adolescents - Results from the IDEFICS/I.Family Cohort.

Author: Maike Wolters, Valeria Pala, Paola Russo, Patrizia Risé, Luis A Moreno, Stefaan De Henauw, Kirsten Mehlig, Toomas Veidebaum, Denés Molnár, Michael Tornaritis, Claudio Galli, Wolfgang Ahrens, Claudia Börnhorst, and IDEFICS and I.Family consortia
Subjects: Medicine, Science
Abstract: BACKGROUND:Polyunsaturated n-3 and n-6 polyunsaturated fatty acids (PUFA) are precursors of biologically active metabolites that affect blood pressure (BP) regulation. This study investigated the association of n-3 and n-6 PUFA and BP in children and adolescents. METHODS:In a subsample of 1267 children aged 2-9 years at baseline of the European IDEFICS (Identification and prevention of dietary- and lifestyle-induced health effects in children and infants) cohort whole blood fatty acids were measured by a validated gas chromatographic method. Systolic and diastolic BP was measured at baseline and after two and six years. Mixed-effects models were used to assess the associations between fatty acids at baseline and BP z-scores over time adjusting for relevant covariables. Models were further estimated stratified by sex and weight status. RESULTS:The baseline level of arachidonic acid was positively associated with subsequent systolic BP (β = 0.08, P = 0.002) and diastolic BP (β = 0.07, P
Published: 2016
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18. 25-Hydroxyvitamin D reference percentiles and the role of their determinants among European children and adolescents

Author: Luis Moreno, Gabriele Eiben, Wolfgang Ahrens, Timm Intemann, Dénes Molnár, Anna Floegel, Michael Tornaritis, Maike Wolters, Toomas Veidebaum, Paola Russo, and Stefaan De Henauw
Subjects: 0301 basic medicine, Percentile, Biomarkers, Nutrition, YOUNG-CHILDREN, SOCIETY, Medicine (miscellaneous), 030209 endocrinology & metabolism, vitamin D, VITAMIN-D STATUS, Dietary vitamin, Pediatrics, I.Family, 03 medical and health sciences, 0302 clinical medicine, children, PARATHYROID-HORMONE CONCENTRATIONS, Parental education, Medicine and Health Sciences, Medicine, adolescents, Bmi z score, Chemiluminescence assay, 030109 nutrition & dietetics, OVERWEIGHT, Nutrition and Dietetics, business.industry, Pediatrik, Vitamin D intake, Odds ratio, PREVENTION, BODY-MASS INDEX, DEFICIENCY, Näringslära, LIFE-STYLE, HEALTH, IDEFICS, business, Cohort study, Demography, age- and sex-specific percentile
Abstract: Background/objectives To provide age- and sex-specific percentile curves of serum 25-hydroxyvitamin D (25(OH)D) by determinants from 3- Subjects/methods Serum samples were collected from children of eight European countries participating in the multicenter IDEFICS/I.Family cohort studies. Serum 25(OH)D concentrations were analysed in a central lab by a chemiluminescence assay and the values from 2171 children (N = 3606 measurements) were used to estimate percentile curves using the generalized additive model for location, scale and shape. The association of 25(OH)D with time spent outdoors was investigated considering sex, age, country, parental education, BMI z score, UV radiation, and dietary vitamin D in regressions models. Results The age- and sex-specific 5th and 95th percentiles of 25(OH)D ranged from 16.5 to 73.3 and 20.8 to 79.3 nmol/l in girls and boys, respectively. A total of 63% had deficient (z score and age. The odds ratio (OR) for a non-deficient 25(OH)D status (reference category: deficient status) by one additional hour spent outdoors was 1.21, 95% CI [1.12–1.31], i.e., children who spent one more hour per day outdoors than other children had a 21% higher chance of a non-deficient than a deficient status. Conclusion A majority of children suffer from deficient 25(OH)D. UV radiation, outdoor time, and dietary vitamin D are important determinants of 25(OH)D.
Published: 2022
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19. Longitudinal association of inflammatory markers with markers of glycaemia and insulin resistance in European children

Author: Staffan Mårild, Ronja Foraita, I.Family consortia, Michael Tornaritis, Rajini Nagrani, Maike Wolters, Toomas Veidebaum, Wolfgang Ahrens, Idefics, Dénes Molnár, Paola Russo, Stefaan De Henauw, Manuela Marron, and Luis A. Moreno
Subjects: Blood Glucose, medicine.medical_specialty, Endocrinology, Diabetes and Metabolism, Population, RECEPTOR ANTAGONIST LEVELS, interleukin-15, Type 2 diabetes, leptin, ADIPONECTIN LEVELS, HOMA-IR, Body Mass Index, Cohort Studies, Prediabetic State, TYPE-2, Insulin resistance, Endocrinology, Diabetes mellitus, Internal medicine, medicine, Medicine and Health Sciences, Internal Medicine, Children cohort, Humans, HOMA_IR, Prediabetes, education, Child, Abdominal obesity, education.field_of_study, business.industry, Leptin, LEPTIN LEVELS, DIABETES-MELLITUS, medicine.disease, inflammatory markers, Obesity, TNF-ALPHA, children cohort, C-REACTIVE PROTEIN, REFERENCE VALUES, Diabetes and Metabolism, HIGH-RISK, Diabetes Mellitus, Type 2, medicine.symptom, Insulin Resistance, IDEFICS, business, Inflammatory markers, Interleukin-15
Abstract: Purpose Subclinical systemic inflammation may lead to development of type 2 diabetes, but there has been no investigation into its relationship with early progression of glycemic deterioration and insulin resistance, especially in younger population. In this study we assess longitudinal associations of pro- and anti-inflammatory markers with markers that assess glycemia and insulin resistance. Methods This study includes 6537 initially nondiabetic children (mean age at baseline = 6.2 years) with repeated measurements from the IDEFICS/I.Family cohort study (mean follow-up = 5.3 years) from eight European countries. Markers of inflammation were used as independent variables and markers of glycemia/insulin resistance as dependent variables. Associations were examined using two-level growth model. Models were adjusted for sex, age, major lifestyle, metabolic risk factors, early life markers, and other inflammatory markers in final model. Results Children with 6 years of follow-up showed that a one-unit increasea in z-score of leptin level was associated with 0.38 (95% CI = 0.32 to 0.44) unit increase in HOMA-IR z-scores. Leptin continued to be associated with HOMA-IR even when analysis was limited to children with no overall obesity, no abdominal obesity, and low to normal triglyceride levels. An inverse association was observed between IL-15 and HOMA-IR (β = -0.11, 95% CI = -0.15 to -0.07). Main conclusions IL-15 should be evaluated further in the prevention or treatment of prediabetes whereas leptin may prove to be useful in early detection of prediabetes via their association with marker of insulin resistance in European children. This article is protected by copyright. All rights reserved.
Published: 2022
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20. Associations Between Psychosocial Well-Being, Stressful Life Events and Emotion-Driven Impulsiveness in European Adolescents

Author: Wolfgang Ahrens, Toomas Veidebaum, Monica Hunsberger, Juul M. J. Coumans, Dénes Molnár, Hermann Pohlabeln, Lucia A. Reisch, Michael Tornaritis, Unna N. Danner, Luis A. Moreno, Claudia Börnhorst, Paola Russo, Stefaan De Henauw, Antje Hebestreit, and Stefanie Do
Subjects: Impulsivity, Stressful life events, Social Psychology, Mental well-being, media_common.quotation_subject, Education, Adolescence, Negative urgency, Medicine and Health Sciences, Developmental and Educational Psychology, medicine, Personality, media_common, Regression analysis, Legal psychology, Health psychology, Health promotion, Well-being, medicine.symptom, Psychology, Psychosocial, Social Sciences (miscellaneous), Clinical psychology
Abstract: Knowing the extent to which mental well-being and stressful life events during adolescence contribute to personality characteristics related to risk-taking behaviors, such as emotion-driven impulsiveness, is highly relevant for the development of health promotion measures. This study examined whether psychosocial well-being and different stressful life events are associated with emotion-driven impulsiveness. In total, 3,031 adolescents (52% girls; Mage = 13.6 years) were included from the I. Family Study, a cross-sectional examination on lifestyle-related behaviors conducted across eight European countries in 2013/14. Linear mixed-effects regression models showed that higher psychosocial well-being was associated with lower emotion-driven impulsiveness independent of socio-demographic, health-related, and parental variables. A higher number of stressful life events was associated with higher emotion-driven impulsiveness. Psychosocial well-being and stressful life events need to be further considered in the development and tailoring of health promotion strategies that aim to reduce emotion-driven impulsiveness.
Published: 2022
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21. Early life course risk factors for childhood obesity: the IDEFICS case-control study.

Author: Karin Bammann, Jenny Peplies, Stefaan De Henauw, Monica Hunsberger, Denes Molnar, Luis A Moreno, Michael Tornaritis, Toomas Veidebaum, Wolfgang Ahrens, Alfonso Siani, and IDEFICS Consortium
Subjects: Medicine, Science
Abstract: BACKGROUND: The early life course is assumed to be a critical phase for childhood obesity; however the significance of single factors and their interplay is not well studied in childhood populations. OBJECTIVES: The investigation of pre-, peri- and postpartum risk factors on the risk of obesity at age 2 to 9. METHODS: A case-control study with 1,024 1:1-matched case-control pairs was nested in the baseline survey (09/2007-05/2008) of the IDEFICS study, a population-based intervention study on childhood obesity carried out in 8 European countries in pre- and primary school settings. Conditional logistic regression was used for identification of risk factors. RESULTS: For many of the investigated risk factors, we found a raw effect in our study. In multivariate models, we could establish an effect for gestational weight gain (adjusted OR = 1.02; 95%CI 1.00-1.04), smoking during pregnancy (adjusted OR = 1.48; 95%CI 1.08-2.01), Caesarian section (adjusted OR = 1.38; 95%CI 1.10-1.74), and breastfeeding 4 to 11 months (adjusted OR = 0.77; 95%CI 0.62-0.96). Birth weight was related to lean mass rather than to fat mass, the effect of smoking was found only in boys, but not in girls. After additional adjustment for parental BMI and parental educational status, only gestational weight gain remained statistically significant. Both, maternal as well as paternal BMI were the strongest risk factors in our study, and they confounded several of the investigated associations. CONCLUSIONS: Key risk factors of childhood obesity in our study are parental BMI and gestational weight gain; consequently prevention approaches should target not only children but also adults. The monitoring of gestational weight seems to be of particular importance for early prevention of childhood obesity.
Published: 2014
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22. Associations Between Psychosocial Well-Being, Stressful Life Events and Emotion-Driven Impulsiveness in European Adolescents

Author: Stefanie, Do, Juul M J, Coumans, Claudia, Börnhorst, Hermann, Pohlabeln, Lucia A, Reisch, Unna N, Danner, Paola, Russo, Toomas, Veidebaum, Michael, Tornaritis, Dénes, Molnár, Monica, Hunsberger, Stefaan, De Henauw, Luis A, Moreno, Wolfgang, Ahrens, and Antje, Hebestreit
Subjects: Europe, Life Change Events, Male, Cross-Sectional Studies, Mental Health, Adolescent, Emotions, Humans, Female, Life Style
Abstract: Knowing the extent to which mental well-being and stressful life events during adolescence contribute to personality characteristics related to risk-taking behaviors, such as emotion-driven impulsiveness, is highly relevant for the development of health promotion measures. This study examined whether psychosocial well-being and different stressful life events are associated with emotion-driven impulsiveness. In total, 3,031 adolescents (52% girls; M
Published: 2021

23. 25-Hydroxyvitamin D reference percentiles and the role of their determinants among European children and adolescents

Author: Maike, Wolters, Timm, Intemann, Paola, Russo, Luis A, Moreno, Dénes, Molnár, Toomas, Veidebaum, Michael, Tornaritis, Stefaan, De Henauw, Gabriele, Eiben, Wolfgang, Ahrens, and Anna, Floegel
Subjects: Male, Adolescent, Humans, Female, Seasons, Vitamin D, Child, Vitamin D Deficiency, Calcifediol
Abstract: To provide age- and sex-specific percentile curves of serum 25-hydroxyvitamin D (25(OH)D) by determinants from 3-15 year-old European children, and to analyse how modifiable determinants influence 25(OH)D.Serum samples were collected from children of eight European countries participating in the multicenter IDEFICS/I.Family cohort studies. Serum 25(OH)D concentrations were analysed in a central lab by a chemiluminescence assay and the values from 2171 children (N = 3606 measurements) were used to estimate percentile curves using the generalized additive model for location, scale and shape. The association of 25(OH)D with time spent outdoors was investigated considering sex, age, country, parental education, BMI z score, UV radiation, and dietary vitamin D in regressions models.The age- and sex-specific 5th and 95th percentiles of 25(OH)D ranged from 16.5 to 73.3 and 20.8 to 79.3 nmol/l in girls and boys, respectively. A total of 63% had deficient (50 nmol/l), 33% insufficient (50-75 nmol/l) and 3% sufficient (≥75 nmol/l) levels. 25(OH)D increased with increasing UV radiation, time spent outdoors, and vitamin D intake and slightly decreased with increasing BMI z score and age. The odds ratio (OR) for a non-deficient 25(OH)D status (reference category: deficient status) by one additional hour spent outdoors was 1.21, 95% CI [1.12-1.31], i.e., children who spent one more hour per day outdoors than other children had a 21% higher chance of a non-deficient than a deficient status.A majority of children suffer from deficient 25(OH)D. UV radiation, outdoor time, and dietary vitamin D are important determinants of 25(OH)D.
Published: 2021

24. Trajectories of objectively measured physical activity and childhood overweight: longitudinal analysis of the IDEFICS/I. Family cohort

Author: Ole Sprengeler, Hermann Pohlabeln2, Karin Bammann, Christoph Buck, Fabio Lauria, Vera Verbestel, Gabriele Eiben, Kenn Konstabel, Dénes Molnár, Luis A. Moreno, Yannis Pitsiladis, Angie Page, Lucia Reisch, Michael Tornaritis, and Wolfgang Ahrens
Subjects: Dose-response relationship, Physical activity recommendations, Health-enhancing physical activity, Obesity prevention, Pediatric overweight
Abstract: Background: Since only few longitudinal studies with appropriate study designs investigated the relationship between objectively measured physical activity (PA) and overweight, the degree PA can prevent excess weight gain in children, remains unclear. Moreover, evidence is limited on how childhood overweight determines PA during childhood. Therefore, we analyzed longitudinal trajectories of objectively measured PA and their bi-directional association with weight trajectories of children at 2- and 6-year follow-ups. Methods: Longitudinal data of three subsequent measurements from the IDEFICS/I.Family cohort study were used to analyze the bi-directional association between moderate-to-vigorous PA (MVPA) and weight status by means of multilevel regression models. Analyses comprised 3393 (2-year follow-up) and 1899 (6-year follow-up) children aged 2-15.9 years from eight European countries with valid accelerometer data and body mass index (BMI) measurements. For categorized analyses, children's weight status was categorized as normal weight or overweight (cutoff: 90th percentile of BMI) and children's PA as (in-) sufficiently active (cutoffs: 30, 45 and 60 min of MVPA per day). Results: Children engaging in at least 60 min MVPA daily at baseline and follow-ups had a lower odds of becoming overweight (odds ratio [OR] at 2-year follow-up: 0.546, 95% CI: 0.378, 0.789 and 6-year follow-up: 0.393, 95% CI: 0.242, 0.638), compared to less active children. Similar associations were found for 45 min MVPA daily. On the other side, children who became overweight had the lowest odds to achieve 45 or 60 min MVPA daily (ORs: 0.459 to 0.634), compared to normal weight children.
Published: 2021

25. Impaired metabolic health over-time and high abdominal fat are prospectively associated with high-sensitivity C-reactive protein in children: The IDEFICS study

Author: Luis Moreno, Esther M González-Gil, Wolfgang Ahrens, Dénes Molnár, Maike Wolters, Silvia Bel-Serrat, A Fraterman, Annunziata Nappo, Monica Hunsberger, Toomas Veidebaum, Michael Tornaritis, Javier Santabárbara, Licia Iacoviello, Paola Russo, and Stefaan De Henauw
Subjects: 0301 basic medicine, EUROPEAN CHILDREN, INTIMA-MEDIA THICKNESS, Gastroenterology, 0302 clinical medicine, Medicine and Health Sciences, CARDIOVASCULAR RISK-FACTORS, Abdominal fat, Receptors, Immunologic, Child, Children, INSULIN-RESISTANCE, Nutrition and Dietetics, biology, Health Policy, Metabolic syndrome, Europe, C-Reactive Protein, OBESE CHILDREN, medicine.symptom, Inflammation, Metabolic health, YOUNG-CHILDREN, medicine.medical_specialty, Abdominal Fat, 030209 endocrinology & metabolism, metabolic syndrome, 03 medical and health sciences, children, Internal medicine, medicine, Humans, metabolic health, 030109 nutrition & dietetics, business.industry, C-reactive protein, Public Health, Environmental and Occupational Health, DIABETES-MELLITUS, SYNDROME SCORE, medicine.disease, REFERENCE VALUES, Cross-Sectional Studies, inflammation, Pediatrics, Perinatology and Child Health, biology.protein, business
Abstract: Ministerio de Ciencia e Innovacion, Grant/Award Number: FJCI-2017-34967; Sixth Framework Programme, Grant/Award Number: 016181 (FOOD), Background Metabolic risk and inflammatory state have an early life onset and are associated with future diseases. Objectives To assess the association between metabolic syndrome (MetS) and metabolic health with high-sensitive C-reactive protein (hsCRP), cross-sectionally and longitudinally, in children. Methods 2913 European children (2-10 years) from eight countries from the IDEFICS study were investigated. Data were collected at baseline and 2 years later (follow-up). A MetS z-score was computed with waist circumference (WC), insulin resistance index, blood pressure, high-density lipoprotein cholesterol and triglycerides. Metabolically unhealthy (MU) status was assessed. Multi-level linear and logistic regressions were performed. Results Among the MetS markers, WC was more consistently associated with hsCRP cross-sectional and prospectively. Baseline MetS score was significantly associated with greater risk of high hsCRP at follow-up and with prevalence and incidence of hsCRP. Those children who became MU overtime were significantly (P < .05) associated with future higher levels of hsCRP, independently of weight status at baseline. Conclusions Transition over time to a MU state was associated with higher levels of hsCRP at follow-up, independent of weight status at baseline. Screening of metabolic factors and routine measurement of WC are needed to prevent inflammatory status and related chronic diseases in children., Instituto de Salud Carlos III Spanish Government European Commission FJCI-2017-34967, European Commission 016181
Published: 2021
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26. Heterogeneous contributions of change in population distribution of body mass index to change in obesity and underweight

Author: Maryam Sharafkhah, Emanuel Zitt, Majid Ezzati, Luxia Zhang, Young-Ho Khang, Ellina Rakhimova, Kairit Mikkel, Tiina Vlasoff, Eruke E. Egbagbe, Sidsel Graff-Iversen, Ilona Nenko, Magdalena Klimek, Mathilde Savy, Sanjib Kumar Sharma, Alfonso Siani, Luís Lopes, Vanina Bongard, Gregor Jurak, Jacqueline F. Price, Christina-Paulina Lambrinou, Maria Lc Iurilli, Rainford J. Wilks, Bontha V. Babu, Fereidoun Azizi, Harunobu Nakamura, Marialaura Bonaccio, Angela Döring, Zhenyu Zhang, Naser Ahmadi, Jolanta Słowikowska-Hilczer, Ana Paula Carlos Cândido, Clive Osmond, Thirunavukkarasu Sathish, Robert J. Adams, Themistoklis Tzotzas, Reina Engle-Stone, Atul Trivedi, Shoichiro Tsugane, Niels Møller, Jorge Bezerra, Dénes Molnár, Muhammad Fadhli Mohd Yusoff, Badreya Al-Lahou, J. Jaime Miranda, Bahram Mohajer, Sigmund A. Anderssen, Lital Keinan Boker, Eero Kajantie, Martin Gulliford, Maties Torrent, Sumit Bharadwaj, Toshiharu Ninomiya, Zbigniew Gaciong, Nayu Ikeda, Li Juan Wu, Adrian Richter, Licia Iacoviello, Marc J. Gunter, Wenbin Wei, Norsyamlina Che Abdul Rahim, Eman Aly, Ambady Ramachandran, Nils Lehmann, Soile E. Puhakka, Giovanni Veronesi, Hongsheng Bi, Eiji Oda, Jia Li Duan, Per Tynelius, José María Huerta, Janne Schurmann Tolstrup, Rodrigo M. Carrillo-Larco, Rosangela Fernandes Lucena Batista, Victoria E Soto-Rojas, Hanno Ulmer, Shukri F. Mohamed, Anthony Kafatos, Suyeon Park, Mohsen Ibrahim, Hamed Pouraram, Bin Zhou, May Soe Aung, Lars Bo Andersen, Erfan Ghasemi, René Charles Sylva, Himanshu K. Chaturvedi, Luc Dauchet, Ahmad Ali Zainuddin, Angela Chetrit, Dan Zhu, Valérie Deschamps, Ko Ko Zaw, Peter Vollenweider, Tomas Vega, Yves Martin-Prével, Mahfuzar Rahman, Dorja Vočanec, Roman Topor-Madry, Vinay Nangia, Herculina S. Kruger, Asher Fawwad, Emily Sonestedt, Elena Pahomova, Aleksander Giwercman, Elżbieta Dziankowska-Zaborszczyk, Cecilia Björkelund, Tatjana Hejgaard, Maria Puiu, Maria Benedetta Donati, Andrew Wong, Carlos P. Boissonnet, Santosh K. Bhargava, Patrick Kolsteren, Dermot O'Reilly, Bahareh Kheiri, Wolfgang Kratzer, Susanne R. de Rooij, H. Bas Bueno-de-Mesquita, Günther Fink, José R. Banegas, Michele Monroy-Valle, Drude Molbo, Mahmudur Rahman, Hynek Pikhart, Rafael N. Pichardo, Massimo Salvetti, Hui Cai, Sarah Filippi, Georg Posch, Hung-Kwan So, Yonghua Hu, Katsuyasu Kouda, Joana Carvalho, Gailute Bernotiene, Hannu Uusitalo, Thein Thein Htay, Felix Kaducu, Maigeng Zhou, Lars Ängquist, Thi Tuyet-Hanh Tran, Charles Lunogelo, Michel Joffres, Sabina Zambon, Ronald D. Gregor, Vayia Rarra, Seyed Mohammad Hashemi-Shahri, Loreto Santa Marina, Galina Obreja, Rudolf Kaaks, Aya Mostafa, Maria do Carmo Franco, Beata Gurzkowska, Chien-Jen Chen, Marie Moitry, Nizal Sarrafzadegan, Xiangjun Wang, Diego Giulliano Destro Christofaro, Imperia Brajkovich, Fangfang Chen, Francesco Panza, Ling Yang, Holly E. Syddall, Cecily Kelleher, Michael Tornaritis, Ningli Wang, Lutgarde Thijs, Marjolein Visser, Angelika Schaffrath Rosario, María José Tormo, Jostein Steene-Johannessen, Norbert Amougou, Emmanuella Magriplis, Mar Alvarez-Pedrerol, Jingli Gao, Stig E. Bojesen, Giuseppe Grosso, Seongjun Ha, Lauren Lissner, Mikhail Benet, Anastasia Markaki, Sanjay Rampal, Antônio Augusto Moura da Silva, Maria Lorenza Muiesan, Angelique Chan, Yvonne T. van der Schouw, Annamari Lundqvist, Philippe Amouyel, Kristyna Zejglicova, Charalambos Hadjigeorgiou, João Breda, Jørgen Meisfjord, Fatima Zahra Laamiri, Carl Lachat, Kai-Uwe Saum, Vilma Irazola, Leng Huat Foo, Óscar Lopes, Dickman Gareta, Flavio Nervi, Imre Janszky, Ruzena Kubinova, Terho Lehtimäki, Mario V. Capanzana, Moyses Szklo, Ramfis Nieto-Martínez, Viswanathan Mohan, Shuohua Chen, Arvind Pandey, Luigi Palmieri, Roya Kelishadi, Srinivasan Kannan, Jie Mi, Robert Beaglehole, Liliana Dacica, Jyrki K. Virtanen, Mohan Deepa, Peter Ueda, Isti Ilmiati Fujiati, Hermann Pohlabeln, Morten Sodemann, Jytte Halkjær, Zbigniew Kułaga, Sophie Visvikis-Siest, Farshad Farzadfar, Mohsen Azimi-Nezhad, Henry Völzke, Karolina Milkowska, Zahra Mohammadi, Belgin Ünal, Magda Gasull, George S. Stergiou, Marshall K. Tulloch-Reid, Seppo Koskinen, James E. Bennett, Marcela González-Gross, Virginija Dulskiene, Idris Guessous, Assembekov Batyrbek, Kamarul Imran Musa, Jeannette Lee, Josep Redon, Bihungum Bista, Luisa M Macieira, Johan Sundström, Andres Metspalu, Lariane M Ono, Flora A. Ukoli, Salar Rahimikazerooni, Andrea Gualtieri, Trevor S. Ferguson, Félicité Tchibindat, Eliza Cinteza, Ha Tp Do, Tajana Zeljkovic Vrkic, Tuyen D Le, Alison J. Hayes, Abdul Basit, Chandini Nekkantti, Teresa Norat, Eunice Ugel, Gulmira Aitmurzaeva, Mariachiara Di Cesare, Abdul Hamid Zargar, Vincenzo Solfrizzi, Garry L. Jennings, Aline Meirhaeghe, Kaare Christensen, Päivi Mäki, Xu Lin, Ali Esmaeili, Joanna Baran, Aneta Grajda, Renata Cifkova, Alexandre C. Pereira, Martin Bobak, Iuliia A Rusakova, Keiu Nelis, Damian K Francis, Guansheng Ma, Axel C. Carlsson, Alejandro Diaz, Alireza Ansari-Moghaddam, N Capkova, Zumin Shi, Maria Turley, Imelda A. Agdeppa, Helena I. S. Nogueira, Marcia Scazufca, Katharina Maruszczak, Natascia Rinaldo, Paulo A. Lotufo, Nuno Lunet, Thor Aspelund, Caroline H.D. Fall, Antonio Cabrera de León, Ahmad Faudzi Yusoff, Holger Theobald, Beatriz D'Agord Schaan, Pedro Marques-Vidal, William A. Neal, Mihai Gafencu, Tandi E. Matsha, Ana B. Crujeiras, Ahmad Reza Dorosty, Alain Morejon, Weili Yan, Dominique Hange, Bekbolat Zholdin, Frédéric Gottrand, Jorge Mota, Jana Námešná, Stevo Popovic, Louise Eriksen, Line Lund Kårhus, Cihangir Erem, Juergen Breckenkamp, Mathilde Kersting, Yi Song, Martin McKee, Aleksandra Gomula, Rafaela Rosário, Enzo Manzato, S. Goya Wannamethee, Sounnia Mediene Benchekor, Azim Nejatizadeh, Krishna Kumar Aryal, Juan P. González-Rivas, Vedrana Sember, Stephen T. McGarvey, Jukka T. Salonen, Patrick Pasquet, Patricia Varona-Pérez, Amelia C. Crampin, Ramin Heshmat, Violeta Iotova, Juvenal Soares Dias-da-Costa, Oye Gureje, Aletta E. Schutte, João Luiz Bastos, Anelise Reis Gaya, Konrad Jamrozik, Dalia Luksiene, Amina Barkat, Maria Paula Santos, José Camolas, Azli Baharudin, Diego Vanuzzo, Doris Stöckl, Rosalynn Siantar, Jouko Saramies, Albertino Damasceno, Davood Khalili, Simona Bo, Martina Müller-Nurasyid, Dominique Cottel, Markku Peltonen, Fikru Tullu, Ana Isabel Rito, Angélica Ochoa-Avilés, Annette J. Dobson, Christopher T. Cowell, Charumathi Sabanayagam, Rildo de Souza Wanderley Júnior, Oanh T. H. Trinh, Farahnaz Joukar, Mostafa K. Mohamed, Mostafa Qorbani, Jeongseon Kim, Helmut Schröder, Machi Suka, Natasja M. van Schoor, Jussi Kauhanen, Teresa Haugsgjerd, Goodarz Danaei, M. Fernanda Lima-Costa, Yong Tao, Elisabetta L. Romeo, Grazyna Jasienska, Victor Guillermo Sequera, Kazem Mohammad, Yanina Zócalo, Fernanda Cunha Soares, Jianfeng Wu, Mohammad Esmaeel Motlagh, María Elena Díaz-Sánchez, Monika Zuziak, Eldridge Ferrer, Anette Varbo, Leila Beltrami Moreira, Jeremy M. Jacobs, Kenneth James, Elena Sacchini, Pascal Bovet, Mahboubeh Parsaeian, Tania Lopez, Ya Xing Wang, Wojciech Drygas, Jody C Miller, Svetlana A. Shalnova, Maria Elisa Zapata, Chung T Nguyen, Nimmathota Arlappa, Edwige Landais, Thorkild I. A. Sørensen, Jeannette Klimont, Amirabbas Momenan, Erik J. Timmermans, Mari-Liis Tammesoo, Jost B. Jonas, Stefania Toselli, Maria Teresa Anselmo Olinto, Bahman Cheraghian, Kouamelan Doua, Esteban Carmuega, Marjeta Mišigoj-Duraković, Bo Werner, M. Arfan Ikram, Breige A. McNulty, Christa Meisinger, Clara Homs, Namuna Shrestha, Alina Kerimkulova, Youcef Laid, Claes Ohlsson, Alicia Matijasevich, Alison J Price, Ala'a Alkerwi, Kristine H. Allin, Lorenza Pilotto, Mohannad Al Nsour, Ingunn Holden Bergh, Marianna Noale, Heba Fouad, Vilnis Dzerve, Novie O. Younger-Coleman, Peter Willeit, Andrea R. V. R. Horimoto, Freda Pitakaka, Habiba Ben Romdhane, Savvas C. Savva, Rajeev Gupta, Jennifer Servais, Cristina Padez, Sarah P. Garnett, Maria del Cristo Rodriguez-Perez, Michala Lustigová, Tien Yin Wong, Rosa Haghshenas, Jonathan Giovannelli, Christina Howitt, Marleen E. Hendriks, Fadia AlBuhairan, Huashuai Chen, Gretchen A Stevens, Luís B. Sardinha, David Goltzman, Jenny M. Kindblom, Karina Mary de Paiva, Yousef Khader, Eric Monterrubio-Flores, Rajendra Pradeepa, Yi-Ting Lin, Martin Neovius, Juan Francisco Miquel, Ellis Owusu-Dabo, Anil Poudyal, Marzieh Katibeh, Tanja Stocks, Veronica Mocanu, Ulla Roggenbuck, Robespierre Ribeiro, Gabriele Eiben, Mary Simon, Christine Cameron, Hamid Hakimi, Kamel Ajlouni, Jakub Stokwiszewski, Iulia Jurca Simina, Pietro Amedeo Modesti, Frederick C. W. Wu, Peter Kristensen, Charles Mondo, Felix Gutzwiller, Mariana Sbaraini, Martijn Huisman, Betina H. Thuesen, Queenie Chan, Antonisamy Belavendra, Artur Mazur, Ulf Ekelund, Laura A. Rodríguez-Villamizar, Marcos André Moura-dos-Santos, Jean Ferrières, Farhad Zamani, Shina Avi, Yves Kameli, Luis Paulo Gomes Mascarenhas, Aluísio J D Barros, Thomas Meinertz Dantoft, Hossein Poustchi, Farid Najafi, Giovanni de Gaetano, Azaliia M Tuliakova, Vera Lanska, Tint Swe Latt, Matthias Bopp, Abbas Rezaianzadeh, Rod Jackson, Johan Van der Heyden, Reecha Sofat, Koen Van Herck, Allan G. Hill, Con Burns, Emanuela Pettenuzzo, Ming-Dong Wang, Stela McLachlan, Ulrike Gehring, Ranko Stevanovic, Nagalla Balakrishna, Lekhraj Rampal, Marjolijn C. E. Bragt, Saeid Eslami, Napoleón Pérez-Farinós, G. K. Mini, Viktoria Anna Kovacs, Rosemarie Martin, Nahla Hwalla, Wei Zheng, Hoang Van Minh, Edward D Janus, Laetitia Huiart, Farhad Pourfarzi, Sudha Ramachandra Rao, Fred Paccaud, Marcia Makdisse, Aye Aye Sein, Enrique Gutiérrez-González, Yang Yang, Anneke Blokstra, Henrike Galenkamp, Jaume Marrugat, Nazan Yardim, Wan Nazaimoon Wan Mohamud, Jesús Ibarluzea, Julio Zuñiga Cisneros, Laura Lauria, Argyro Karakosta, Dragana P Jovic, Jun Hata, Elio Riboli, Piotr Bandosz, Xun Tang, Parvina Mukhtorova, Jean Dallongeville, Jean-Bernard Ruidavets, Anne Tjønneland, Guillermo Frontera, Rahul Malhotra, Thomas Ferrao, Aleksandra Piwońska, Dusan Grafnetter, Mette Rasmussen, Daniel Weghuber, Sherali Rakhmatulloev, Martine Vrijheid, Johann Willeit, Motahareh Kheradmand, Małgorzata Mossakowska, Lechaba Tshepo, Dongfeng Gu, Hyeon Chang Kim, Vilmundur Gudnason, Maria Forsner, Peter Bjerregaard, Leon A. Simons, Rachael McLean, Japhet Killewo, Ramón Suárez-Medina, Y Nikitin, Eng Joo Tan, Jean Claude Mbanya, Aroor Bhagyalaxmi, Renata Kuciene, Kairat Davletov, Jose Eugenio Lozano, Afshin Ostovar, Niloofar Peykari, Guy De Backer, Soheir H Ahmed, Nicholas J. Wareham, Sai Yin Ho, Constanta Huidumac Petrescu, Maria Hassapidou, Iris Pigeot, Myriam Galfo, Susana Cararo Confortin, Blanca Sandra Ruiz-Betancourt, W. M. Monique Verschuren, Catterina Ferreccio, Fabio Galvano, Leila Houti, Daniel Bia, Annika Rosengren, Marcin Rutkowski, Biruta Velika, Joana Araújo, Fernando Rigo, Angela Spinelli, Scott B. McLean, Shirin Djalalinia, Marie Kunešová, Boban Mugoša, Sania Nishtar, Mangesh S. Pednekar, Shahla AlDhukair, Helle-Mai Loit, Antonis Zampelas, Altan Onat, Maciej Banach, Shohreh Naderimagham, Hajer Aounallah-Skhiri, Maja Bæksgaard Jørgensen, Yin Guo, Ewelina Czenczek-Lewandowska, Parasmani Dasgupta, Elvis Oa Wambiya, Inge Huybrechts, Raimund Erbel, Jari Jokelainen, Ana P. Ortiz, Stefan Kiechl, Emmanuel Cohen, Caleb Ochimana, Shynar Abdrakhmanova, Laura Censi, Iqbal Bata, Geetha R Menon, Snehalatha Chamukuttan, Pedro Plans-Rubio, Domenico Palli, Ana Azevedo, Slawomir Koziel, Benoît Salanave, Parinaz Mehdipour, Shu Ti Chiou, Lela Sturua, Lubica Ticha, Felipe Vogt Cureau, Jin Soo Moon, Ming-Hui Zhao, Urho M. Kujala, Nathalie Michels, Ertugrul Celikcan, Jaakko Tuomilehto, Judith Benedics, Tobias F. Rinke de Wit, Agnès Le Port, Reza Homayounfar, Andrea Rodriguez-Martinez, Tai Hing Lam, Yn-Tz Sung, Jürgen König, Kodavanti Mallikharjuna Rao, Hazzaa M. Al-Hazzaa, Karen Morgan, Bogdan Wojtyniak, Cynthia M. Pérez, Ilse Khouw, Manoli Garcia-de-la-Hera, Dong Wook Shin, Genc Burazeri, Ausra Petrauskiene, Charles Sossa Jérome, Kenisha Russell Jonsson, José Boggia, Daniela Galeone, Alice Bonilla-Vargas, Han Cg Kemper, Rahman Shiri, Stefaan Demarest, Else Karin Grøholt, San-Lin You, Adelheid Weber, Juha Auvinen, Aida Pilav, Sibel Gogen, Suzanne N Morin, Wan Mohamad Wan Bebakar, Viviane Cunha Cardoso, Kavumpurathu Raman Thankappan, Hana Zamrazilová, Frank Claessens, Karien Stronks, Helen Gonçalves, Tahir Aris, Luis Revilla, Sérgio Viana Peixoto, Zhamilya Battakova, Jing Liu, Eliza Markidou Ioannidou, Leticia Hernandez Cadena, Priscilla Duboz, Sandjaja, Tiina Laatikainen, Rafel Ramos, Sareh Eghtesad, Judith Simons, Orn Olafsson, E. Shyong Tai, Louise A. Baur, Nihal Thomas, Aung Soe Htet, Bente Sparboe-Nilsen, Paul Elliott, Soon-Woo Park, Angel R. Gonzalez, Ying-Wei Wang, Rob M. van Dam, Ryutaro Ohtsuka, Ludmila Sevcikova, Suhaila Abdul Ghaffar, Lynell V Maniego, Fariborz Mansour-Ghanaei, Maria Dorobantu, Giovanni Viegi, Xiaoguang Yang, Honor Bixby, Prakash C. Gupta, Ofra Kalter-Leibovici, Eugene Sobngwi, Ričardas Radišauskas, Jurate Medzioniene, Roy A Wong-McClure, Kim F. Michaelsen, Antonia Trichopoulou, Tania Tello, Francesco Branca, Johanna Gunnlaugsdottir, Els Clays, Wei-Yen Lim, Suzanne C. Ho, Toomas Veidebaum, Rebecca Goldsmith, Margot González-León, Matthias Nauck, Alibek Mereke, Marta Buoncristiano, Jakob Tarp, Rosalba Rojas-Martínez, Maya Tanrygulyyeva, Reza Malekzadeh, Abdonas Tamosiunas, Dimitrios Poulimeneas, Pedro Ordunez, Isabelle Herter-Aeberli, Khanh Le Nguyen Bao, Anne Juolevi, Vassilis Zafiropulos, Emanuela Gualdi-Russo, Jordi Sunyer, Manu Raj, Chaoqiang Jiang, Sofia Malyutina, Efthymios Kapantais, Maria Lazo-Porras, Maung Maung Than Htike, Michael Hobbs, Ranjit Mohan Anjana, Merike Liivak, Johan G. Eriksson, Margarita Samoutian, Andreia N. Pizarro, Mohammed Rasoul Tarawneh, Jean Woo, Kaspar Staub, Maria Teresa Menzano, Mojtaba Farjam, Adroaldo Cesar Araujo Gaya, Mohammad El-khateeb, Zulfiqar A Bhutta, Mukharram M. Bikbov, Hsien-Ho Lin, Oscar Noboa, Thomas Waldhör, Garry Brian, Simona Costanzo, Frank Tanser, Nor Azwany Yaacob, Michelle Cilia, Ivo Rakovac, Bill Stavreski, Ioannis Pagkalos, Ivan Pećin, Carlo M. Barbagallo, Abla M. Sibai, Yuna He, Matsuda Fumihiko, Bharathi Viswanathan, Ali Reza Safarpour, Wei Cheng Lo, Abdullatif Husseini, Jiang He, Liv Elin Torheim, Nipa Rojroongwasinkul, Aicha Soumare, Astrid Petersmann, Tomasz Grodzicki, Davide Noto, Panayiotis K. Yiallouros, Kelias P. Msyamboza, William R. Tebar, Yingfeng Zheng, Eha Nurk, Bhawesh Koirala, Ana Jelakovic, Suhad Bahijri, Freja B Kampmann, Qi Sheng You, Marika Ferrari, María-Elena González-Villalpando, Aline Wagner, Olfa Saidi, Anwar Batieha, Eduardo Capuano, Coimbatore Subramaniam Shanthirani, Dong Wook Kim, Albina A Fakhretdinova, Tom Wilsgaard, Maria Avdicova, Moesijanti Soekatri, Chiara Donfrancesco, Salim Mohanna, Paola Russo, Uruwan Yamborisut, Rafael dos Santos Henrique, Martin Nankap, Allan Linneberg, Khairil Si-Ramlee, Kirsten Mehlig, Christina Mavrogianni, Raluca Pop, Lèlita Santos, Graziella Bruno, Valentina Peterkova, Iná S. Santos, Georg Lappas, Alberto Palloni, Malay K. Mridha, Andrzej Pajak, Marta García-Solano, Stefaan De Henauw, Daniel Ferrante, Rute Santos, Anders Grøntved, Lucjan Szponar, Mihaela Vladulescu, Chien-An Sun, Jan A. Staessen, Paula Duarte de Oliveira, Norazizah Ibrahim Wong, Maria Nordendahl, Elaine M. Dennison, Jeonghee Lee, Diego Salmerón, Ida Maria Schmidt, Gao Pei, Noushin Mohammadifard, Igor Spiroski, Fernando Rodríguez-Artalejo, Xu Ma, Elin Pettersen Sørgjerd, Valéria Regecová, Cláudia S. Minderico, Johanna A. Otero, Jamila Abubakar Garba, Vesselka Duleva, Rui Ornelas, Ilpo Huhtaniemi, Cesar G. Victora, Lijuan Liu, Rody G. Sy, Mahmood Moosazadeh, Ali Ahmadi, Antonio Pedro Graça, Natalia Nowak-Szczepanska, Miao Li Chee, Michael Sjöström, Charles Agyemang, Shiqi Zhen, Xiu-Hua Guo, Pawel Kurjata, Jardena J. Puder, Mehrdad Azmin, Neil Murphy, Kaosar Afsana, Alireza Sadjadi, Johanna M. Geleijnse, Prashant Mathur, Elysée Claude Bika Lele, Raphael Mendes Ritti-Dias, Yannis Manios, Majid Shirani, Rosemary B. Duda, Liis Nelis, Jurate Klumbiene, Zhengming Chen, Wichai Aekplakorn, Alun Evans, Andrzej Wiecek, Lars Lind, Denise Eldemire-Shearer, Bernardo L. Horta, Macia Enguerran, Seyed Rasoul Zakavi, Daniel Fernández-Bergés, Kumiko Ohara, Ursula Kiechl-Kohlendorfer, Hermann Brenner, Przemyslaw Slusarczyk, Espen Bjertness, Jutta Stieber, Augusto Di Castelnuovo, Joel G. R. Roy, Aryeh D. Stein, Ruth Frikke-Schmidt, Vera Musil, Amaneh Shayanrad, Marcel Goldberg, Ramon O. Jimenez, Mohammad Reza Fattahi, Jolanda Hyska, Amir Houshang Mehrparvar, Elin Kolle, Mohamed Bamoshmoosh, Michelle Holdsworth, Felipe F. Casanueva, Børge G. Nordestgaard, Niels Wedderkopp, Eva Corpeleijn, Elias F. Gudmundsson, Antonio Mistretta, Daniel Lemogoum, Larissa Pruner Marques, Slavica Sović, Olli T. Raitakari, Marco Aurélio Peres, Alexandra Cucu, Gregorio Varela-Moreiras, Janine Clarke, Andrea Gazzinelli, Mieczysław Litwin, Sara Schramm, Xenophon Theodoridis, Harshpal Singh Sachdev, Mohammad Reza Mirjalili, Dimitrios Papandreou, Peter T. Katzmarzyk, Benjamin Acosta-Cazares, Ben Schöttker, Prabhdeep Kaur, Norlaila Mustafa, Shariq Rashid Masoodi, Sadaf G. Sepanlou, Adolfo Rubinstein, Francis Delpeuch, Julianne Williams, Abbas Dehghan, Leanne M. Riley, Heloisa Bettiol, Gabriele Nagel, Ellisiv B. Mathiesen, Ekaterina Stoyanova, Alisha N. Wade, Zhamyila Usupova, Arnaud Chiolero, Oonagh Markey, Jacqueline Ramke, Elena Bogova, Niveen M E Abu-Rmeileh, Nguyen D Nguyen, Tomasz Zdrojewski, Marjo-Riitta Järvelin, Jose Sanchez-Abanto, Rômulo Araújo Fernandes, Lourdes Ribas-Barba, Nalan Uysal, Mohamad Hasnan Ahmad, Krista Fischer, Maria Wany Louzada Strufaldi, Ramiro Guerrero, Farnam Mohebi, Tran Quoc Bao, Flávio Danni Fuchs, Salim Berkinbayev, Enisa Kujundzic, Sari Voutilainen, Farzad Hadaegh, Robert Lundqvist, Saeid Safiri, Iraj Mohebbi, George Luiz Lins Machado-Coelho, Annette Peters, Gonzalo Valdivia, Magdalena Korzycka, Rajiv T Erasmus, Masanori Iwasaki, Charmaine A. Duante, Sheikh Mohammed Shariful Islam, Quang Ngoc La, Ricky Eddie, Petra Rust, Daniela Rodrigues, Dirk De Bacquer, Karen Sparrenberger, Agneta Sjöberg, Thet Thet Mu, Katarzyna Dereń, Cora L. Craig, Jorge Motta, Janina Petkeviciene, Boyd Swinburn, Paibul Suriyawongpaisal, Visnja Djordjic, Ramón Alberto Rascón-Pacheco, Pradeep Joshi, Daan Kromhout, Marius B. Bjertness, Stefano Marventano, Juel Jarani, Alireza Khosravi, Eva Martos, David De Ridder, Lizzy M. Brewster, Nico Dragano, Liam Smeeth, Kenji Shibuya, Emma Ruiz Moreno, Hashem Jaddou, Grzegorz Sobek, Dimitrios Trichopoulos, Marvin Cervantes-Loaiza, Abu Am Hanif, Elaine M. Murtagh, Carlos A. Aguilar-Salinas, Graziella D'Arrigo, Kyungwon Oh, Heiner Boeing, Regina Heidinger-Felso, André Luiz Sena Guimarães, Balkish M. Naidu, Avula Laxmaiah, Ana M. B. Menezes, Marie Eliasen, Francesco Pistelli, Yuan He, Dusko Bjelica, José A. Casajús, Guang Ning, Lutgart Braeckman, Dirk Vanderschueren, Jochanan Stessman, Ivana Radic, Yi Zeng, Hans Concin, Damaskini Valvi, Sari Hantunen, Catherine Kyobutungi, Diego Augusto Santos Silva, Wenhua Zhao, Sok King Ong, Anne W. Taylor, Iraj Nabipour, Justyna Godos, Cyrus Cooper, Mattias Johansson, Samuel C. Dumith, Magdalena Muc, Sabine Schipf, Idowu O Senbanjo, Jim Mann, Rajaa Al-Raddadi, Yih Chung Tham, Kay-Tee Khaw, Joseph Cacciottolo, Ana Henriques, Sahar Saeedi Moghaddam, Reza Mohammadpourhodki, Bernhard O. Boehm, Songhomitra Panda-Jonas, Iveta Pudule, Elisabete Ramos, Lacramioara Aurelia Brinduse, Paul H. Lee, Terence W O'Neill, Javad Aghazadeh-Attari, Margus Punab, Bojan Jelaković, Camilla T. Damsgaard, Takafumi Ishida, Ekaterina Chikova-Iscener, Mirjam M. Heinen, Tazeen H. Jafar, Semánová Csilla, Constance Schultsz, Santiago F. Gomez, Raija Korpelainen, Edward W. Gregg, Laura Gutierrez, Pierre Traissac, Victor M. Herrera, Aristides M. Machado-Rodrigues, Fatemeh Malekzadeh, Shouling Wu, Jennifer L. Baker, Clicerio González-Villalpando, Eleonora d'Orsi, Irene G. M. van Valkengoed, Anna Fijałkowska, Wen-Harn Pan, Gregor Starc, Meghnath Dhimal, Murat Topbaş, George Moschonis, Robert Eggertsen, Abdullah Alkandari, Quang Ngoc Nguyen, Janette Walton, Elnaz Faramarzi, Saeed Dastgiri, Lien Braeckevelt, Nasheeta Peer, Radka Taxová Braunerová, Mohamed M. Ali, Steiner Krokstad, Harald Geiger, Morteza Shamshirgaran, Lela Shengelia, María Ángeles Dal Re Saavedra, Silvana Donoso, Khem Bahadur Karki, Timothy J. Key, Maria G. Grammatikopoulou, Susana Vale, Felix K. Assah, Juan A Rivera, Peter H. Whincup, Oana-Florentina Gheorghe-Fronea, Cassiano Ricardo Rech, Paul Ferdinand M. Reganit, Rachakulla Hari Kumar, Jaakko Mursu, Luis A. Moreno, Glen Gironella, Jelena Kos, Tilema Cama, Haakon E. Meyer, Jun Ma, Raphael E. Arku, Ziad Abdeen, Dianna J. Magliano, Jitendra Jonnagaddala, Konstantinos Gkiouras, Paola Nardone, Alberto Barceló, Tomi-Pekka Tuomainen, Francesco Gianfagna, Stefania Maggi, Mohammad Hossein Somi, Behrooz Hamzeh, Miquel Porta, Vesna Jureša, Alexander D. Deev, David Faeh, Antonio Bernabe-Ortiz, Sirkka Keinänen-Kiukaanniemi, Ian Hambleton, Stefan Savin, Andre Pascal Kengne, R. Krishna Kumar, Kurt Widhalm, Marco M Ferrario, Parisa Amiri, Anjani Kumar Jha, Thamara Hubler Figueiró, Jana Kratenova, Claudia M. Hormiga, Maria Tsigga, Zivka Dika, Indrapal I. Meshram, Ei Ei K. Nang, Ian Rouse, Rusidah Selamat, Paul Korrovits, Grethe S. Tell, Julie Taylor, Anabela Mota-Pinto, Paolo Vineis, Kotsedi D Monyeki, Khuong Quynh Long, Frank J Rühli, Shelly R. McFarlane, Sara Santos Sanz, Edyta Łuszczki, Maria G. Stathopoulou, Tara Coppinger, Karin De Ridder, Lucie Viet, Anna Bugge, Mehdi Yaseri, Safiah Md Yusof, Sandra C. Fuchs, Muhammad Islam, Irfan Nuhoglu, Rui Providência, Bernard Maire, Leandra Abarca-Gómez, Sinead Brophy, Maria Ruiz-Castell, Daniela Pierannunzio, Cristina Taddei, Gowri Mahasampath, Gustavo Velasquez-Melendez, Hanna Tolonen, Sudhir Kowlessur, Bagher Larijani, Laura Torres-Collado, Susi Kriemler, Ali Akbar Shayesteh, Cynthia Robitaille, Jorge Escobedo-de la Peña, Yufang Bi, Chinh Nguyen Huu, Line Tang Møllehave, Vincent Jr DeGennaro, Noor Ani Ahmad, Anar Dushpanova, Agustinus Soemantri, Susana Sans, Ionela Pascanu, Gwenaëlle Le Coroller, Inger Ariansen, Kodanda R Kanala, Gert B. M. Mensink, Abhijit Sen, Sergej M. Ostojic, Hanan F. Abdul Rahim, Hélène Delisle, Francisco J. Félix-Redondo, Yadlapalli S. Kusuma, Michael Knoflach, Moein Yoosefi, Tanja G. M. Vrijkotte, Wolfgang Ahrens, Osvaldo Santos, Bethlehem D. Solomon, Erik Lykke Mortensen, Nikhil D. Patel, Reynaldo Martorell, Ching-Yu Cheng, Stine Schramm, Hana Shimizu-Furusawa, Jacek Jóźwiak, Radwan Qasrawi, Herman Borghs, Zhanna Kalmatayeva, Heidi Klakk, Akram Pourshams, Naomi S. Levitt, Son Thai Pham, Simona Giampaoli, Dong Zhao, Indah Suci Widyahening, Merete Osler, Paula Margozzini, Silvia Bel-Serrat, Dora Romaguera, Monira Alarouj, Winsome R. Parnell, Marloes Cardol, Giota Touloumi, Janice Luisa Lukrafka, Adela Chirita-Emandi, Maryam Kavousi, Sanja Musić Milanović, Jean-Michel Gaspoz, Jalila El Ati, Sauli Herrala, Liang Xu, Pilar Guallar-Castillón, Bee Koon Poh, Luis Serra-Majem, Jonathan E. Shaw, Belong Cho, Daphne Mirkopoulou, Salvador Villalpando, Yuki Fujita, Tiffany K. Gill, Nish Chaturvedi, Erkin M. Mirrakhimov, Günay Can, Mark Woodward, Esther Lopez-Garcia, Mauro Virgílio Gomes de Barros, Ahmed A. Madar, Shoaib Afzal, Melanie J. Cowan, Gareth Stratton, Eduardo Salazar Martinez, Sameer Narake, Norie Sawada, Deepak Amarapurkar, Deepa Weerasekera, Diana A. Santos, Marjeta Majer, Herman Schargrodsky, Bruna Gonçalves Cordeiro da Silva, Ebrahim Eftekhar, Jesús Vioque, Marisa K. Sophiea, Teresa Shamah-Levy, María Dolores Chirlaque, Mohd Azahadi Omar, Stefan Söderberg, Isabel O. Oliveira, Joanne Katz, Xingwang Ye, Christophe Tzourio, Marie Zins, Aneta Weres, Ulrich Keil, Haiquan Xu, Akihiro Yoshihara, Rachel Dankner, Gabriella Gruden, Maroje Sorić, Hanspeter Stamm, Kim Overvad, Yanping Li, Carsten Oliver Schmidt, Christa L. Lilly, Veikko Salomaa, Gilad Twig, Senthil K Vasan, Qian Wang, Liufu Cui, Andrzej Galbarczyk, Sylvain Sebert, Wilma M. Hopman, Karl-Heinz Jöckel, Ari Voutilainen, Peter Schnohr, Jerzy Chudek, Katia Vergetti Bloch, Vincenzo Capuano, Jyh Eiin Wong, Torben Jørgensen, Anja Schienkiewitz, Nader Saki, Carolina Tarqui-Mamani, Maria Cecília Formoso Assunção, Kazi M. Jamil, Juraci Almeida Cesar, Pedro J Ortiz, Delphine De Smedt, Luciana Zaccagni, Lynne M. Boddy, Jie Hao, David Alejandro González-Chica, Romana Roccaldo, Sara Magnacca, Peter Stehle, Victoria Farrugia Sant'Angelo, Gry Skodje, Maryam Keramati, Tabara Yasuharu, Ali Ghanbari, Gyulli M. Kazakbaeva, Takuro Furusawa, Felicia Cañete, Kari Kuulasmaa, Justina Vaitkeviciute, (NCD-RisC), NCD Risk Factor Collaboration, Imperial College London, Harvard T.H. Chan School of Public Health, Middlesex University [London], Organisation Mondiale de la Santé / World Health Organization Office (OMS / WHO), Montpellier Interdisciplinary center on Sustainable Agri-food systems (Social and nutritional sciences) (UMR MoISA), Centre de Coopération Internationale en Recherche Agronomique pour le Développement (Cirad)-Institut de Recherche pour le Développement (IRD)-Centre International de Hautes Etudes Agronomiques Méditerranéennes - Institut Agronomique Méditerranéen de Montpellier (CIHEAM-IAMM), Centre International de Hautes Études Agronomiques Méditerranéennes (CIHEAM)-Centre International de Hautes Études Agronomiques Méditerranéennes (CIHEAM)-Institut national d’études supérieures agronomiques de Montpellier (Montpellier SupAgro), Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut 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Chiara Donfrancesco , Silvana P Donoso , Angela Döring , Maria Dorobantu , Ahmad Reza Dorosty , Kouamelan Doua , Nico Dragano , Wojciech Drygas , Jia Li Duan , Charmaine A Duante , Priscilla Duboz , Rosemary B Duda , Vesselka Duleva , Virginija Dulskiene , Samuel C Dumith , Anar Dushpanova , Vilnis Dzerve , Elzbieta Dziankowska-Zaborszczyk , Ricky Eddie , Ebrahim Eftekhar , Eruke E Egbagbe , Robert Eggertsen , Sareh Eghtesad , Gabriele Eiben , Ulf Ekelund , Mohammad El-Khateeb , Jalila El Ati , Denise Eldemire-Shearer , Marie Eliasen , Paul Elliott , Reina Engle-Stone , Macia Enguerran , Rajiv T Erasmus , Raimund Erbel , Cihangir Erem , Louise Eriksen , Johan G Eriksson , Jorge Escobedo-de la Peña , Saeid Eslami , Ali Esmaeili , Alun Evans , David Faeh , Albina A Fakhretdinova , Caroline H Fall , Elnaz Faramarzi , Mojtaba Farjam , Victoria Farrugia Sant'Angelo , Farshad Farzadfar , Mohammad Reza Fattahi , Asher Fawwad , Francisco J Felix-Redondo , Trevor S Ferguson , Romulo A Fernandes , Daniel Fernández-Bergés , Daniel Ferrante , Thomas Ferrao , Marika Ferrari , Marco M Ferrario , Catterina Ferreccio , Eldridge Ferrer , Jean Ferrieres , Thamara Hubler Figueiró , Anna Fijalkowska , Günther Fink , Krista Fischer , Leng Huat Foo , Maria Forsner , Heba M Fouad , Damian K Francis , Maria do Carmo Franco , Ruth Frikke-Schmidt , Guillermo Frontera , Flavio D Fuchs , Sandra C Fuchs , Isti I Fujiati , Yuki Fujita , Matsuda Fumihiko , Takuro Furusawa , Zbigniew Gaciong , Mihai Gafencu , Andrzej Galbarczyk , Henrike Galenkamp , Daniela Galeone , Myriam Galfo , Fabio Galvano , Jingli Gao , Manoli Garcia-de-la-Hera , Marta García-Solano , Dickman Gareta , Sarah P Garnett , Jean-Michel Gaspoz , Magda Gasull , Adroaldo Cesar Araujo Gaya , Anelise Reis Gaya , Andrea Gazzinelli , Ulrike Gehring , Harald Geiger , Johanna M Geleijnse , Ali Ghanbari , Erfan Ghasemi , Oana-Florentina Gheorghe-Fronea , Simona Giampaoli , Francesco Gianfagna , Tiffany K Gill , Jonathan Giovannelli , Glen 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, Zhanna Kalmatayeva , Ofra Kalter-Leibovici , Yves Kameli , Freja B Kampmann , Kodanda R Kanala , Srinivasan Kannan , Efthymios Kapantais , Argyro Karakosta , Line L Kårhus , Khem B Karki , Marzieh Katibeh , Joanne Katz , Peter T Katzmarzyk , Jussi Kauhanen , Prabhdeep Kaur , Maryam Kavousi , Gyulli M Kazakbaeva , Ulrich Keil , Lital Keinan Boker , Sirkka Keinänen-Kiukaanniemi , Roya Kelishadi , Cecily Kelleher , Han Cg Kemper , Andre P Kengne , Maryam Keramati , Alina Kerimkulova , Mathilde Kersting , Timothy Key , Yousef Saleh Khader , Davood Khalili , Kay-Tee Khaw , Bahareh Kheiri , Motahareh Kheradmand , Alireza Khosravi , Ilse Msl Khouw , Ursula Kiechl-Kohlendorfer , Stefan Kiechl , Japhet Killewo , Dong Wook Kim , Hyeon Chang Kim , Jeongseon Kim , Jenny M Kindblom , Heidi Klakk , Magdalena Klimek , Jeannette Klimont , Jurate Klumbiene , Michael Knoflach , Bhawesh Koirala , Elin Kolle , Patrick Kolsteren , Jürgen König , Raija Korpelainen , Paul Korrovits , Magdalena Korzycka , 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, Luxia Zhang , Zhen-Yu Zhang , Dong Zhao , Ming-Hui Zhao , Wenhua Zhao , Shiqi Zhen , Wei Zheng , Yingfeng Zheng , Bekbolat Zholdin , Maigeng Zhou , Dan Zhu , Marie Zins , Emanuel Zitt , Yanina Zocalo , Julio Zuñiga Cisneros , Monika Zuziak , Majid Ezzati , Sarah Filippi, Epidemiology, Iurilli, Maria LC, Zhou, Bin, Bennett, James E, Carrillo-Larco, Rodrigo M, Sophiea, Marisa K, Rodriguez-Martinez, Andrea, Bixby, Honor, Solomon, Bethlehem D, Taddei, Cristina, Danaei, Goodarz, Di Cesare, Mariachiara, Stevens, Gretchen A, Riley, Leanne M, Savin, Stefan, Cowan, Melanie J, Bovet, Pascal, Damasceno, Albertino, Chirita-Emandi, Adela, Hayes, Alison J, Ikeda, Nayu, Jackson, Rod T, Khang, Young-Ho, Laxmaiah, Avula, Liu, Jing, Miranda, J Jaime, Saidi, Olfa, Sebert, Sylvain, Sorić, Maroje, Starc, Gregor, Gregg, Edward W, Abarca-Gómez, Leandra, Abdeen, Ziad A, Abdrakhmanova, Shynar, Ghaffar, Suhaila Abdul, Rahim, Hanan F Abdul, Abu-Rmeileh, Niveen M, Garba, Jamila Abubakar, Acosta-Cazares, 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Saramies, Jouko L, Sardinha, Luis B, Sarrafzadegan, Nizal, Sathish, Thirunavukkarasu, Saum, Kai-Uwe, Savva, Savva, Savy, Mathilde, Sawada, Norie, Sbaraini, Mariana, Scazufca, Marcia, Schaan, Beatriz D, Rosario, Angelika Schaffrath, Schargrodsky, Herman, Schienkiewitz, Anja, Schipf, Sabine, Schmidt, Carsten O, Schmidt, Ida Maria, Schnohr, Peter, Schöttker, Ben, Schramm, Sara, Schramm, Stine, Schröder, Helmut, Schultsz, Constance, Schutte, Aletta E, Sein, Aye Aye, Selamat, Rusidah, Sember, Vedrana, Sen, Abhijit, Senbanjo, Idowu O, Sepanlou, Sadaf G, Sequera, Victor, Serra-Majem, Lui, Servais, Jennifer, Ševcíková, Ludmila, Shalnova, Svetlana A, Shamah-Levy, Teresa, Shamshirgaran, Morteza, Shanthirani, Coimbatore Subramaniam, Sharafkhah, Maryam, Sharma, Sanjib K, Shaw, Jonathan E, Shayanrad, Amaneh, Shayesteh, Ali Akbar, Shengelia, Lela, Shi, Zumin, Shibuya, Kenji, Shimizu-Furusawa, Hana, Shin, Dong Wook, Shirani, Majid, Shiri, Rahman, Shrestha, Namuna, Si-Ramlee, Khairil, Siani, Alfonso, Siantar, Rosalynn, Sibai, Abla M, Silva, Antonio M, Silva, Diego Augusto Santo, Simon, Mary, Simons, Judith, Simons, Leon A, Sjöberg, Agneta, Sjöström, Michael, Skodje, Gry, Slowikowska-Hilczer, Jolanta, Slusarczyk, Przemyslaw, Smeeth, Liam, So, Hung-Kwan, Soares, Fernanda Cunha, Sobek, Grzegorz, Sobngwi, Eugène, Sodemann, Morten, Söderberg, Stefan, Soekatri, Moesijanti YE, Soemantri, Agustinu, Sofat, Reecha, Solfrizzi, Vincenzo, Somi, Mohammad Hossein, Sonestedt, Emily, Song, Yi, Sørensen, Thorkild IA, Sørgjerd, Elin P, Jérome, Charles Sossa, Soto-Rojas, Victoria E, Soumaré, Aïcha, Sovic, Slavica, Sparboe-Nilsen, Bente, Sparrenberger, Karen, Spinelli, Angela, Spiroski, Igor, Staessen, Jan A, Stamm, Hanspeter, Stathopoulou, Maria G, Staub, Kaspar, Stavreski, Bill, Steene-Johannessen, Jostein, Stehle, Peter, Stein, Aryeh D, Stergiou, George S, Stessman, Jochanan, Stevanovic, Ranko, Stieber, Jutta, Stöckl, Dori, Stocks, Tanja, Stokwiszewski, Jakub, Stoyanova, Ekaterina, Stratton, Gareth, Stronks, Karien, Strufaldi, Maria Wany, Sturua, Lela, Suárez-Medina, Ramón, Suka, Machi, Sun, Chien-An, Sundström, Johan, Sung, Yn-Tz, Sunyer, Jordi, Suriyawongpaisal, Paibul, Swinburn, Boyd A, Sy, Rody G, Syddall, Holly E, Sylva, René Charle, Szklo, Moyse, Szponar, Lucjan, Tai, E Shyong, Tammesoo, Mari-Lii, Tamosiunas, Abdona, Tan, Eng Joo, Tang, Xun, Tanrygulyyeva, Maya, Tanser, Frank, Tao, Yong, Tarawneh, Mohammed Rasoul, Tarp, Jakob, Tarqui-Mamani, Carolina B, Braunerová, Radka Taxová, Taylor, Anne, Taylor, Julie, Tchibindat, Félicité, Tebar, William R, Tell, Grethe S, Tello, Tania, Tham, Yih Chung, Thankappan, KR, Theobald, Holger, Theodoridis, Xenophon, Thijs, Lutgarde, Thomas, Nihal, Thuesen, Betina H, Tichá, Lubica, Timmermans, Erik J, Tjonneland, Anne, Tolonen, Hanna K, Tolstrup, Janne S, Topbas, Murat, Topór-Madry, Roman, Torheim, Liv Elin, Tormo, María José, Tornaritis, Michael J, Torrent, Matie, Torres-Collado, Laura, Toselli, Stefania, Touloumi, Giota, Traissac, Pierre, Tran, Thi Tuyet-Hanh, Trichopoulos, Dimitrio, Trichopoulou, Antonia, Trinh, Oanh TH, Trivedi, Atul, Tshepo, Lechaba, Tsigga, Maria, Tsugane, Shoichiro, Tuliakova, Azaliia M, Tulloch-Reid, Marshall K, Tullu, Fikru, Tuomainen, Tomi-Pekka, Tuomilehto, Jaakko, Turley, Maria L, Twig, Gilad, Tynelius, Per, Tzotzas, Themistokli, Tzourio, Christophe, Ueda, Peter, Ugel, Eunice, Ukoli, Flora AM, Ulmer, Hanno, Unal, Belgin, Usupova, Zhamyila, Uusitalo, Hannu MT, Uysal, Nalan, Vaitkeviciute, Justina, Valdivia, Gonzalo, Vale, Susana, Valvi, Damaskini, van Dam, Rob M, Van der Heyden, Johan, van der Schouw, Yvonne T, Van Herck, Koen, Van Minh, Hoang, Van Schoor, Natasja M, van Valkengoed, Irene GM, Vanderschueren, Dirk, Vanuzzo, Diego, Varbo, Anette, Varela-Moreiras, Gregorio, Varona-Pérez, Patricia, Vasan, Senthil K, Vega, Toma, Veidebaum, Tooma, Velasquez-Melendez, Gustavo, Velika, Biruta, Veronesi, Giovanni, Verschuren, WM Monique, Victora, Cesar G, Viegi, Giovanni, Viet, Lucie, Villalpando, Salvador, Vineis, Paolo, Vioque, Jesu, Virtanen, Jyrki K, Visser, Marjolein, Visvikis-Siest, Sophie, Viswanathan, Bharathi, Vladulescu, Mihaela, Vlasoff, Tiina, Vocanec, Dorja, Vollenweider, Peter, Völzke, Henry, Voutilainen, Ari, Voutilainen, Sari, Vrijheid, Martine, Vrijkotte, Tanja GM, Wade, Alisha N, Wagner, Aline, Waldhör, Thoma, Walton, Janette, Wambiya, Elvis OA, Bebakar, Wan Mohamad Wan, Mohamud, Wan Nazaimoon Wan, de Souza Wanderley Júnior, Rildo, Wang, Ming-Dong, Wang, Ningli, Wang, Qian, Wang, Xiangjun, Wang, Ya Xing, Wang, Ying-Wei, Wannamethee, S Goya, Wareham, Nichola, Weber, Adelheid, Wedderkopp, Niel, Weerasekera, Deepa, Weghuber, Daniel, Wei, Wenbin, Weres, Aneta, Werner, Bo, Whincup, Peter H, Widhalm, Kurt, Widyahening, Indah S, Wiecek, Andrzej, Wilks, Rainford J, Willeit, Johann, Willeit, Peter, Williams, Julianne, Wilsgaard, Tom, Wojtyniak, Bogdan, Wong-McClure, Roy A, Wong, Andrew, Wong, Jyh Eiin, Wong, Tien Yin, Woo, Jean, Woodward, Mark, Wu, Frederick C, Wu, Jianfeng, Wu, Li Juan, Wu, Shouling, Xu, Haiquan, Xu, Liang, Yaacob, Nor Azwany, Yamborisut, Uruwan, Yan, Weili, Yang, Ling, Yang, Xiaoguang, Yang, Yang, Yardim, Nazan, Yaseri, Mehdi, Yasuharu, Tabara, Ye, Xingwang, Yiallouros, Panayiotis K, Yoosefi, Moein, Yoshihara, Akihiro, You, Qi Sheng, You, San-Lin, Younger-Coleman, Novie O, Md Yusof, Safiah, Yusoff, Ahmad Faudzi, Zaccagni, Luciana, Zafiropulos, Vassili, Zainuddin, Ahmad A, Zakavi, Seyed Rasoul, Zamani, Farhad, Zambon, Sabina, Zampelas, Antoni, Zamrazilová, Hana, Zapata, Maria Elisa, Zargar, Abdul Hamid, Ko Zaw, Ko, Zdrojewski, Tomasz, Zejglicova, Kristyna, Vrkic, Tajana Zeljkovic, Zeng, Yi, Zhang, Luxia, Zhang, Zhen-Yu, Zhao, Dong, Zhao, Ming-Hui, Zhao, Wenhua, Zhen, Shiqi, Zheng, Wei, Zheng, Yingfeng, Zholdin, Bekbolat, Zhou, Maigeng, Zhu, Dan, Zins, Marie, Zitt, Emanuel, Zocalo, Yanina, Cisneros, Julio Zuñiga, Zuziak, Monika, Ezzati, Majid, Filippi, Sarah, Cohortes épidémiologiques en population (CONSTANCES), Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris-Saclay-Université Paris Cité (UPCité), Université Paris Cité (UPCité), Centre International de Hautes Études Agronomiques Méditerranéennes (CIHEAM)-Centre International de Hautes Études Agronomiques Méditerranéennes (CIHEAM)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)-Institut Agro - Montpellier SupAgro, and Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)
Subjects: Population -- Health aspects, Leanness, Baixo peso/Underweight, none, Double burden, alipainoisuus, tulotaso, global health, systematic analysis, Sedentary behaviors, RC1200, Prospective associations, 0302 clinical medicine, underweight, nälänhätä, Biology (General), skin and connective tissue diseases, Children, ComputingMilieux_MISCELLANEOUS, Body mass index, Human Nutrition & Health, education.field_of_study, Humane Voeding & Gezondheid, ylipaino, General Medicine, kansainvälinen vertailu, 3. Good health, World health, Medicine, A100 Pre-clinical Medicine, Population distribution, medicine.medical_specialty, QH301-705.5, Science, Socio-culturale, Nursing, Social sciences, General Biochemistry, Genetics and Molecular Biology, 03 medical and health sciences, Thinness, SDG 3 - Good Health and Well-being, BMI, epidemiology, obesity, None, Humans, Obesidade/Obesity, SDG 2 - Zero Hunger, education, VLAG, US adults, Omvårdnad, body mass index, malnutrition, obesity, underweight, nutritional and metabolic diseases, medicine.disease, terveellisyys, Obesity, Faculdade de Ciências Sociais, Body Mass Index, Prevalence, Risk Factors, General Biochemistry, WIAS, lihavuus, RA, Demography, N.A, double burden, Settore MED/09 - Medicina Interna, alueelliset erot, Nutrition and Disease, Animal Nutrition, [SDV]Life Sciences [q-bio], Medizin, 030204 cardiovascular system & hematology, 0601 Biochemistry and Cell Biology, Change distribution of body mass index, RA0421, Voeding en Ziekte, Epidemiology, Medicine and Health Sciences, Global health, Índice de massa corporal/Body Mass Index, 030212 general & internal medicine, Underweight, painoindeksi, 2. Zero hunger, General Neuroscience, aliravitsemus, elintarvikkeet, health, Public Health, Global Health, Social Medicine and Epidemiology, Diervoeding, 3142 Public health care science, environmental and occupational health, purl.org/pe-repo/ocde/ford#3.01.03 [https], Chinese adults, pooled analysis, medicine.symptom, Diet quality, B120 Physiology, Research Article, trends, purl.org/pe-repo/ocde/ford#1.06.03 [https], prevalence, Population, Mothers, Genetics and Molecular Biology, 3121 Internal medicine, medicine, Life Science, ddc:610, 3125 Otorhinolaryngology, ophthalmology, kehonkoostumus, Nutrition, Australian adults, General Immunology and Microbiology, purl.org/pe-repo/ocde/ford#3.01.04 [https], Ciências sociais, Folkhälsovetenskap, global hälsa, socialmedicin och epidemiologi, Malnutrition, Epidemiology and Global Health, sense organs, Estilos de Vida e Impacto na Saúde
Abstract: From 1985 to 2016, the prevalence of underweight decreased, and that of obesity and severe obesity increased, in most regions, with significant variation in the magnitude of these changes across regions. We investigated how much change in mean body mass index (BMI) explains changes in the prevalence of underweight, obesity, and severe obesity in different regions using data from 2896 population-based studies with 187 million participants. Changes in the prevalence of underweight and total obesity, and to a lesser extent severe obesity, are largely driven by shifts in the distribution of BMI, with smaller contributions from changes in the shape of the distribution. In East and Southeast Asia and sub-Saharan Africa, the underweight tail of the BMI distribution was left behind as the distribution shifted. There is a need for policies that address all forms of malnutrition by making healthy foods accessible and affordable, while restricting unhealthy foods through fiscal and regulatory restrictions., Wellcome Trust, Medical Research Council, peer-reviewed
Published: 2021
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27. Correction to: Associations of whole blood polyunsaturated fatty acids and insulin resistance among European children and adolescents

Author: Paola Russo, Stefaan De Henauw, Kirsten Mehlig, Claudia Börnhorst, Luis A. Moreno, Michael Tornaritis, Toomas Veidebaum, Patrizia Risé, Sarah Marth, Dénes Molnár, and Maike Wolters
Subjects: chemistry.chemical_classification, medicine.medical_specialty, Endocrinology, Insulin resistance, chemistry, business.industry, Internal medicine, Pediatrics, Perinatology and Child Health, medicine, medicine.disease, business, Whole blood, Polyunsaturated fatty acid
Published: 2021
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28. Author response: Heterogeneous contributions of change in population distribution of body mass index to change in obesity and underweight

Author: Zahra Mohammadi, Abdul Basit, Helena I. S. Nogueira, Soile E. Puhakka, Hongsheng Bi, Ari Voutilainen, Davood Khalili, Bin Zhou, Dermot O'Reilly, Natascia Rinaldo, Paulo A. Lotufo, Bahareh Kheiri, Thein Thein Htay, Simona Giampaoli, Goodarz Danaei, M. Fernanda Lima-Costa, Simona Bo, Peter Schnohr, Jerzy Chudek, Francesco Panza, Ling Yang, Katia Vergetti Bloch, Vincenzo Capuano, Holly E. Syddall, Dong Zhao, Indah Suci Widyahening, Maria Lorenza Muiesan, Leng Huat Foo, Mohsen Azimi-Nezhad, Merete Osler, Laura Torres-Collado, Manu Raj, Adroaldo Cesar Araujo Gaya, Susi Kriemler, Ali Akbar Shayesteh, Aneta Grajda, Anette Varbo, Kazem Mohammad, Leila Beltrami Moreira, Shu Ti Chiou, Iuliia A Rusakova, Jyh Eiin Wong, Torben Jørgensen, Lela Sturua, Lubica Ticha, Hamid Hakimi, Hazzaa M. Al-Hazzaa, Yanina Zócalo, Freda Pitakaka, Savvas C. Savva, Rajeev Gupta, Jennifer Servais, Marie Kunešová, Johanna M. Geleijnse, Elysée Claude Bika Lele, Yannis Manios, Jorge Escobedo-de la Peña, Yufang Bi, Chinh Nguyen Huu, Sibel Gogen, Viviane Cunha Cardoso, Kristine H. Allin, Ana Azevedo, Line Tang Møllehave, Vincent Jr DeGennaro, Novie O. Younger-Coleman, Gretchen A Stevens, Dickman Gareta, Holger Theobald, Anja Schienkiewitz, Bekbolat Zholdin, Janice Luisa Lukrafka, Adela Chirita-Emandi, Ulla Roggenbuck, Kenisha Russell Jonsson, Robespierre Ribeiro, Gabriele Eiben, Eero Kajantie, Sounnia Mediene Benchekor, Fariborz Mansour-Ghanaei, Mary Simon, Prakash C. Gupta, Mohammad Esmaeel Motlagh, Emanuela Gualdi-Russo, María Elena Díaz-Sánchez, Pilar Guallar-Castillón, Bee Koon Poh, Cristina Padez, Azaliia M Tuliakova, Sarah P. Garnett, William R. Tebar, Yingfeng Zheng, Suhad Bahijri, Christina Mavrogianni, Mihaela Vladulescu, Jan A. Staessen, Paula Duarte de Oliveira, Rui Ornelas, Michael Sjöström, Charles Agyemang, Slawomir Koziel, Shohreh Naderimagham, Jari Jokelainen, Stephen T. McGarvey, Patrick Pasquet, Farnam Mohebi, Nader Saki, Aida Pilav, Azim Nejatizadeh, Marianna Noale, Habiba Ben Romdhane, Luís B. Sardinha, Laura Lauria, Jun Hata, Kodanda R Kanala, Gert B. M. Mensink, Nils Lehmann, Elio Riboli, Carolina Tarqui-Mamani, Rodrigo M. Carrillo-Larco, Rosangela Fernandes Lucena Batista, Victoria E Soto-Rojas, Luis Serra-Majem, Martina Müller-Nurasyid, Felipe Vogt Cureau, Lekhraj Rampal, Zhamilya Battakova, Ludmila Sevcikova, Suhaila Abdul Ghaffar, Fikru Tullu, Aung Soe Htet, Angel R. Gonzalez, Annette J. Dobson, Kavumpurathu Raman Thankappan, Hélène Delisle, Francisco J. Félix-Redondo, Ramón Suárez-Medina, Annika Rosengren, Sania Nishtar, Tanja G. M. Vrijkotte, Wolfgang Ahrens, Osvaldo Santos, Maria Cecília Formoso Assunção, Kazi M. Jamil, Stefano Marventano, Wenbin Wei, Norsyamlina Che Abdul Rahim, Shukri F. Mohamed, Bente Sparboe-Nilsen, Soon-Woo Park, Ana Isabel Rito, David Goltzman, W. M. Monique Verschuren, Catterina Ferreccio, Marta Buoncristiano, Ramón Alberto Rascón-Pacheco, Pradeep Joshi, Edward D Janus, Laetitia Huiart, Ala'a Alkerwi, Lorenza Pilotto, Mohannad Al Nsour, Daan Kromhout, Marius B. Bjertness, Oanh T. H. Trinh, Nico Dragano, Angélica Ochoa-Avilés, Ingunn Holden Bergh, Yuki Fujita, Juraci Almeida Cesar, Hajer Aounallah-Skhiri, Maria Dorobantu, Jordi Sunyer, Wolfgang Kratzer, Susanne R. de Rooij, Drude Molbo, Rebecca Goldsmith, Jean Woo, Mohammad El-khateeb, Tiffany K. Gill, Nish Chaturvedi, Benjamin Acosta-Cazares, Erik Lykke Mortensen, Nikhil D. Patel, Francesco Pistelli, Yuan He, Ivana Radic, Yi Zeng, Ilse Khouw, Reynaldo Martorell, Ching-Yu Cheng, Stine Schramm, Hana Shimizu-Furusawa, Jacek Jóźwiak, Radwan Qasrawi, Isti Ilmiati Fujiati, Charles Sossa Jérome, Ben Schöttker, Mikhail Benet, Anastasia Markaki, Christopher T. Cowell, Bharathi Viswanathan, Renata Kuciene, Jose Eugenio Lozano, Pedro J Ortiz, Delphine De Smedt, Elaine M. Murtagh, Kamel Ajlouni, Carlos A. Aguilar-Salinas, Graziella D'Arrigo, Xiangjun Wang, Lars Lind, Macia Enguerran, Marjeta Mišigoj-Duraković, Bo Werner, Jean-Michel Gaspoz, Kyungwon Oh, Seyed Rasoul Zakavi, Daniel Fernández-Bergés, Felix Kaducu, Ramon O. Jimenez, Jonathan E. Shaw, Nipa Rojroongwasinkul, Aicha Soumare, Astrid Petersmann, Tomasz Grodzicki, Parvina Mukhtorova, Eha Nurk, Bhawesh Koirala, Óscar Lopes, Ana Jelakovic, Karolina Milkowska, Magda Gasull, Regina Heidinger-Felso, Marcela González-Gross, Belong Cho, Daphne Mirkopoulou, Salvador Villalpando, Tran Quoc Bao, José Boggia, Daniela Galeone, Josep Redon, Matthias Bopp, Abbas Rezaianzadeh, Dusko Bjelica, Amir Houshang Mehrparvar, Felipe F. Casanueva, Khairil Si-Ramlee, Soheir H Ahmed, Maria Nordendahl, Luciana Zaccagni, Mahboubeh Parsaeian, Rod Jackson, Jorge Motta, Keiu Nelis, Fernando Rigo, Andrzej Pajak, Christa Meisinger, Clara Homs, Namuna Shrestha, Mar Alvarez-Pedrerol, Xun Tang, Johann Willeit, Motahareh Kheradmand, Jean Dallongeville, Jean-Bernard Ruidavets, Anne Tjønneland, Diana A. Santos, Lynne M. Boddy, Jie Hao, David Alejandro González-Chica, Elin Kolle, Jingli Gao, Małgorzata Mossakowska, Isabel O. Oliveira, Giuseppe Grosso, Seongjun Ha, Olfa Saidi, Albina A Fakhretdinova, Oye Gureje, Raluca Pop, Iulia Jurca Simina, Nuno Lunet, Maria Forsner, Peter Bjerregaard, Rachael McLean, Antonio Cabrera de León, Guy De Backer, José A. Casajús, Guang Ning, Emmanuella Magriplis, Laura Censi, Graziella Bruno, Valentina Peterkova, Angelique Chan, Yvonne T. van der Schouw, Charalambos Hadjigeorgiou, Anjani Kumar Jha, Toomas Veidebaum, Thamara Hubler Figueiró, Jana Kratenova, Michelle Cilia, Ivo Rakovac, Bill Stavreski, Ya Xing Wang, Oscar Noboa, Romana Roccaldo, Sara Magnacca, Johan Sundström, Peter Stehle, Tania Lopez, Francis Delpeuch, Julianne Williams, Ellisiv B. Mathiesen, Leanne M. Riley, Claudia M. Hormiga, Joanne Katz, Ekaterina Stoyanova, Heloisa Bettiol, Gabriele Nagel, Alireza Khosravi, Lars Bo Andersen, João Breda, Jørgen Meisfjord, Ahmad Faudzi Yusoff, Marjeta Majer, Robert Beaglehole, Caleb Ochimana, Shynar Abdrakhmanova, George S. Stergiou, Blanca Sandra Ruiz-Betancourt, Leon A. Simons, Eng Joo Tan, Victoria Farrugia Sant'Angelo, Gry Skodje, Maryam Keramati, Liv Elin Torheim, Seppo Koskinen, Assembekov Batyrbek, Jaakko Tuomilehto, Marjo-Riitta Järvelin, Ming-Hui Zhao, Krista Fischer, Tobias F. Rinke de Wit, Agnès Le Port, Reza Homayounfar, James E. Bennett, Yuna He, Matsuda Fumihiko, Qi Sheng You, Angela Spinelli, Scott B. McLean, Shirin Djalalinia, Thet Thet Mu, Yves Martin-Prével, Rafael N. Pichardo, Gailute Bernotiene, Pietro Amedeo Modesti, Frederick C. W. Wu, Chandini Nekkantti, Daniela Rodrigues, Tandi E. Matsha, Mihai Gafencu, Xingwang Ye, Salar Rahimikazerooni, Trevor S. Ferguson, Christophe Tzourio, Marie Zins, Fernando Rodríguez-Artalejo, Xu Ma, Elin Pettersen Sørgjerd, Lourdes Ribas-Barba, Nalan Uysal, Salim Berkinbayev, Enisa Kujundzic, Sari Voutilainen, Iraj Mohebbi, Heiner Boeing, Jorge Mota, Jana Námešná, Maria Tsigga, Zivka Dika, Gulmira Aitmurzaeva, Xu Lin, Valéria Regecová, Herman Schargrodsky, Stevo Popovic, Amelia C. Crampin, Hannu Uusitalo, André Luiz Sena Guimarães, Ali Esmaeili, Catherine Kyobutungi, Virginija Dulskiene, Diego Augusto Santos Silva, David De Ridder, Lizzy M. Brewster, Hashem Jaddou, Eunice Ugel, José Camolas, Azli Baharudin, Idris Guessous, Sok King Ong, Tabara Yasuharu, Ali Ghanbari, Anne W. Taylor, Iraj Nabipour, Justyna Godos, Cyrus Cooper, Bruna Gonçalves Cordeiro da Silva, Gonzalo Valdivia, Gyulli M. Kazakbaeva, Takuro Furusawa, Pawel Kurjata, Diego Vanuzzo, Marvin Cervantes-Loaiza, Karen Morgan, Mostafa Qorbani, Rute Santos, Marika Ferrari, Diego Salmerón, Ida Maria Schmidt, Gao Pei, Abu Am Hanif, Balkish M. Naidu, Maria Wany Louzada Strufaldi, Moesijanti Soekatri, Marcia Scazufca, Katharina Maruszczak, Jacqueline Ramke, Elvis Oa Wambiya, Kairit Mikkel, Napoleón Pérez-Farinós, Natalia Nowak-Szczepanska, Miao Li Chee, Jose Sanchez-Abanto, Rajaa Al-Raddadi, Michel Joffres, Vayia Rarra, Ningli Wang, Charmaine A. Duante, Sheikh Mohammed Shariful Islam, Manoli Garcia-de-la-Hera, Weili Yan, Dong Wook Shin, Rômulo Araújo Fernandes, Ilona Nenko, Sanjib Kumar Sharma, Alfonso Siani, Indrapal I. Meshram, Imelda A. Agdeppa, Ei Ei K. 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Minderico, Betina H. Thuesen, Queenie Chan, Ulf Ekelund, Laura A. Rodríguez-Villamizar, Line Lund Kårhus, Cihangir Erem, Amina Barkat, Maria Paula Santos, Fernanda Cunha Soares, Constanta Huidumac Petrescu, Allan G. Hill, Honor Bixby, Benoît Salanave, Joana Carvalho, Maigeng Zhou, Ofra Kalter-Leibovici, Roy A Wong-McClure, Kim F. Michaelsen, Doris Stöckl, Rosalynn Siantar, Jouko Saramies, José R. Banegas, Quang Ngoc La, Uruwan Yamborisut, Parinaz Mehdipour, Farhad Pourfarzi, Sudha Ramachandra Rao, Katsuyasu Kouda, Chien-Jen Chen, Rafael dos Santos Henrique, Martin Nankap, Allan Linneberg, Ronald D. Gregor, Rudolf Kaaks, Maria do Carmo Franco, Marta García-Solano, Beata Gurzkowska, Bahman Cheraghian, Stefaan De Henauw, Daniel Ferrante, Johanna A. Otero, Jamila Abubakar Garba, Antonio Pedro Graça, Sumit Bharadwaj, Shiqi Zhen, Xiu-Hua Guo, Prashant Mathur, Raphael Mendes Ritti-Dias, Kouamelan Doua, Esteban Carmuega, Majid Shirani, Przemyslaw Slusarczyk, Petra Rust, Visnja Djordjic, Farahnaz Joukar, Johanna Gunnlaugsdottir, Leila Houti, Nayu Ikeda, Imperia Brajkovich, Amirabbas Momenan, Erik J. Timmermans, Marcin Rutkowski, Biruta Velika, Joana Araújo, Jostein Steene-Johannessen, Christa L. Lilly, Per Tynelius, Michael Tornaritis, Anne Juolevi, Fatima Zahra Laamiri, Carl Lachat, Kai-Uwe Saum, Espen Bjertness, Ana P. Ortiz, Joel G. R. Roy, Himanshu K. Chaturvedi, Michelle Holdsworth, Niels Wedderkopp, Johan Van der Heyden, Mukharram M. Bikbov, Hsien-Ho Lin, Eva Corpeleijn, Harshpal Singh Sachdev, Mohammad Reza Mirjalili, Maria del Cristo Rodriguez-Perez, Michala Lustigová, Tuyen D Le, Teresa Norat, Hana Zamrazilová, Garry Brian, Tien Yin Wong, Rosa Haghshenas, Clive Osmond, Diego Giulliano Destro Christofaro, Mahmood Moosazadeh, Vilma Irazola, Olli T. Raitakari, Marco Aurélio Peres, Terho Lehtimäki, Shuohua Chen, Dimitrios Papandreou, Robert J. Adams, Sigmund A. Anderssen, Peter T. Katzmarzyk, Luisa M Macieira, Félicité Tchibindat, Lital Keinan Boker, Toshiharu Ninomiya, Morten Sodemann, Jytte Halkjær, Zbigniew Kułaga, Sophie Visvikis-Siest, Farshad Farzadfar, N Capkova, Zumin Shi, Maria Turley, Zbigniew Gaciong, Giovanni Veronesi, Martin McKee, Veikko Salomaa, Gilad Twig, Elisabetta L. Romeo, Peter Kristensen, Grazyna Jasienska, Victor Guillermo Sequera, Mario V. Capanzana, Con Burns, Emanuela Pettenuzzo, Ming-Dong Wang, Jonathan Giovannelli, Stela McLachlan, Ellis Owusu-Dabo, Stefania Toselli, Maria Teresa Anselmo Olinto, Senthil K Vasan, Sara Schramm, Xenophon Theodoridis, Moyses Szklo, Ramfis Nieto-Martínez, Viswanathan Mohan, Guillermo Frontera, Rahul Malhotra, Thomas Ferrao, Dongfeng Gu, Tomas Vega, Hynek Pikhart, Päivi Mäki, Heba Fouad, Vilnis Dzerve, Christina Howitt, Seyed Mohammad Hashemi-Shahri, Jenny M. Kindblom, Marjolijn C. E. Bragt, G. K. Mini, Qian Wang, Liufu Cui, Andrzej Galbarczyk, Sylvain Sebert, Vilmundur Gudnason, Loreto Santa Marina, Kairat Davletov, Afshin Ostovar, Niloofar Peykari, Nicholas J. Wareham, Wilma M. Hopman, Karl-Heinz Jöckel, Jussi Kauhanen, Breige A. McNulty, Alina Kerimkulova, Youcef Laid, Claes Ohlsson, Stefan Kiechl, Alicia Matijasevich, Boban Mugoša, Srinivasan Kannan, Jyrki K. Virtanen, Mohan Deepa, Mangesh S. Pednekar, Shahla AlDhukair, Cynthia M. Pérez, Vera Lanska, Tint Swe Latt, Dominique Hange, João Luiz Bastos, Eliza Markidou Ioannidou, Leticia Hernandez Cadena, Maya Tanrygulyyeva, Reza Malekzadeh, Dimitrios Poulimeneas, Pedro Ordunez, Thomas Waldhör, Ioannis Pagkalos, Carlo M. Barbagallo, Abla M. Sibai, Peter Vollenweider, Asher Fawwad, Emily Sonestedt, Elena Pahomova, Santosh K. Bhargava, Patrick Kolsteren, Aya Mostafa, Fangfang Chen, Flavio Nervi, Imre Janszky, Arvind Pandey, Renata Cifkova, Alexandre C. Pereira, Alejandro Diaz, Alireza Ansari-Moghaddam, Rachakulla Hari Kumar, Jaakko Mursu, Luis A. Moreno, Glen Gironella, Jelena Kos, Tilema Cama, Haakon E. Meyer, Jun Ma, Raphael E. Arku, Ziad Abdeen, Rusidah Selamat, Dianna J. Magliano, Jitendra Jonnagaddala, Konstantinos Gkiouras, Paul Korrovits, Paola Nardone, Paolo Vineis, Kotsedi D Monyeki, Khuong Quynh Long, Alberto Barceló, Camilla T. Damsgaard, Constance Schultsz, Frank J Rühli, Santiago F. Gomez, Tara Coppinger, Muhammad Islam, Pierre Traissac, Eleonora d'Orsi, Irfan Nuhoglu, Rui Providência, Bernard Maire, Leandra Abarca-Gómez, Sinead Brophy, Daniela Pierannunzio, Cristina Taddei, Wen-Harn Pan, Gregor Starc, Abdullah Alkandari, Saeed Dastgiri, Lien Braeckevelt, Gustavo Velasquez-Melendez, Sudhir Kowlessur, Bagher Larijani, Cynthia Robitaille, Mohamed M. Ali, Steiner Krokstad, Noor Ani Ahmad, Anar Dushpanova, Agustinus Soemantri, Susana Sans, Ionela Pascanu, Gwenaëlle Le Coroller, Inger Ariansen, Abhijit Sen, Sergej M. Ostojic, Silvana Donoso, Felix K. Assah, Juan A Rivera, Peter H. Whincup, Oana-Florentina Gheorghe-Fronea, Hanan F. Abdul Rahim, Yadlapalli S. Kusuma, Michael Knoflach, Moein Yoosefi, Cassiano Ricardo Rech, Paul Ferdinand M. Reganit, Tomi-Pekka Tuomainen, Francesco Gianfagna, Stefania Maggi, Mohammad Hossein Somi, Behrooz Hamzeh, Bethlehem D. Solomon, Herman Borghs, Zhanna Kalmatayeva, Heidi Klakk, Akram Pourshams, Naomi S. Levitt, Miquel Porta, Vesna Jureša, Alexander D. Deev, Son Thai Pham, Paula Margozzini, Silvia Bel-Serrat, Dora Romaguera, Monira Alarouj, Winsome R. Parnell, Marloes Cardol, David Faeh, Antonio Bernabe-Ortiz, Giota Touloumi, Maryam Kavousi, Sanja Musić Milanović, Jalila El Ati, Sauli Herrala, Liang Xu, Sirkka Keinänen-Kiukaanniemi, Ian Hambleton, Stefan Savin, Andre Pascal Kengne, R. Krishna Kumar, Kurt Widhalm, Marco M Ferrario, Parisa Amiri, Yi Song, Jianfeng Wu, Jeannette Klimont, Jean Ferrières, Farhad Zamani, Shina Avi, Luis Paulo Gomes Mascarenhas, Aluísio J D Barros, Reecha Sofat, Koen Van Herck, Hoang Van Minh, Enrique Gutiérrez-González, Martine Vrijheid, Susana Cararo Confortin, Antonis Zampelas, Bogdan Wojtyniak, Ausra Petrauskiene, Juha Auvinen, Maryam Sharafkhah, Emanuel Zitt, Majid Ezzati, Young-Ho Khang, Ellina Rakhimova, Magdalena Klimek, Luís Lopes, Erkin M. Mirrakhimov, Maria Lc Iurilli, Günay Can, Mark Woodward, Esther Lopez-Garcia, Mauro Virgílio Gomes de Barros, Ahmed A. Madar, Rainford J. Wilks, Shoaib Afzal, Melanie J. Cowan, Gareth Stratton, Eduardo Salazar Martinez, Sameer Narake, Norie Sawada, Li Juan Wu, Adrian Richter, Licia Iacoviello, Hanno Ulmer, Deepak Amarapurkar, Mohsen Ibrahim, Hamed Pouraram, Massimo Salvetti, Hung-Kwan So, Yonghua Hu, Lars Ängquist, Thi Tuyet-Hanh Tran, Charles Lunogelo, Sabina Zambon, Angelika Schaffrath Rosario, Lauren Lissner, Kamarul Imran Musa, Deepa Weerasekera, Bihungum Bista, Takafumi Ishida, Ekaterina Chikova-Iscener, Mirjam M. Heinen, Tazeen H. Jafar, Semánová Csilla, Raija Korpelainen, Edward W. Gregg, Laura Gutierrez, Victor M. Herrera, Aristides M. Machado-Rodrigues, Fatemeh Malekzadeh, Shouling Wu, Jennifer L. Baker, Clicerio González-Villalpando, Irene G. M. van Valkengoed, Anna Fijałkowska, Meghnath Dhimal, Murat Topbaş, George Moschonis, Robert Eggertsen, Quang Ngoc Nguyen, Janette Walton, Elnaz Faramarzi, Nasheeta Peer, Radka Taxová Braunerová, Harald Geiger, Morteza Shamshirgaran, Lela Shengelia, María Ángeles Dal Re Saavedra, Khem Bahadur Karki, Timothy J. Key, Maria G. Grammatikopoulou, Susana Vale, Bernhard O. Boehm, Songhomitra Panda-Jonas, Iveta Pudule, Elisabete Ramos, Lacramioara Aurelia Brinduse, Paul H. Lee, Terence W O'Neill, Javad Aghazadeh-Attari, Margus Punab, Bojan Jelaković, Eliza Cinteza, Ha Tp Do, and Alison J. Hayes
Subjects: education.field_of_study, business.industry, Population, Distribution (economics), medicine.disease, Obesity, Geography, medicine, Underweight, medicine.symptom, education, business, Body mass index, Demography
Published: 2020
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29. The role of lifestyle and non-modifiable risk factors in the development of metabolic disturbances from childhood to adolescence

Author: Dénes Molnár, Staffan Mårild, Toomas Veidebaum, Claudia Börnhorst, Wolfgang Ahrens, Stefaan De Henauw, Luis A Moreno, Lauren Lissner, Michael Tornaritis, Maike Wolters, Anna Floegel, and Paola Russo
Subjects: N.A, Blood Glucose, Male, Pediatrics, Pediatric Obesity, Endocrinology, Diabetes and Metabolism, Medicine (miscellaneous), CHILDREN, BLOOD-PRESSURE, Blood Pressure, Body Mass Index, Cohort Studies, 0302 clinical medicine, Medicine and Health Sciences, Medicine, Mass index, 030212 general & internal medicine, Child, Abdominal obesity, 2. Zero hunger, INSULIN-RESISTANCE, Nutrition and Dietetics, CARDIOVASCULAR RISK, SEDENTARY BEHAVIOR, Lipids, C-REACTIVE PROTEIN, Familial hypertension, DIETARY PATTERNS, Europe, C-Reactive Protein, Child, Preschool, Obesity, Abdominal, Cohort, Female, medicine.symptom, Waist Circumference, YOUNG-CHILDREN, medicine.medical_specialty, Waist, Adolescent, 030209 endocrinology & metabolism, Article, 03 medical and health sciences, Metabolic Diseases, Humans, Obesity, Life Style, Risk factors, business.industry, EUROPEAN, Odds ratio, medicine.disease, REFERENCE VALUES, PHYSICAL-ACTIVITY, business, Dyslipidemia
Abstract: Background The study aimed to identify the effects of lifestyle, C-reactive protein (CRP) and non-modifiable risk factors on metabolic disturbances in the transition from childhood to adolescence. Methods In 3889 children of the IDEFICS/I.Family cohort, latent transition analysis was applied to estimate probabilities of metabolic disturbances based on waist circumference, blood pressure, blood glucose, and lipids assessed at baseline and at 2- and 6-year follow-ups. Multivariate mixed-effects models were used to assess the age-dependent associations of lifestyle, non-modifiable risk factors and CRP, with the transformed probabilities of showing abdominal obesity, hypertension, dyslipidemia, or several metabolic disturbances (reference: being metabolically healthy). Results Higher maternal body mass index, familial hypertension as well as higher CRP z-score increased the risk for all four metabolic outcomes while low/medium parental education increased the risk of abdominal obesity and of showing several metabolic disturbances. Out of the lifestyle factors, the number of media in the bedroom, membership in a sports club, and well-being were associated with some of the outcomes. For instance, having at least one media in the bedroom increased the risk for showing several metabolic disturbances where the odds ratio (OR) markedly increased with age (1.30 [95% confidence interval 1.18; 1.43] at age 8; 1.18 [1.14; 1.23] for interaction with age; i.e., resulting in an OR of 1.30 × 1.18 = 1.53 at age 9 and so forth). Further, entering puberty at an early age was strongly associated with the risk of abdominal obesity (2.43 [1.60; 3.69] at age 8; 0.75 [0.69; 0.81] for interaction with age) and the risk of showing several metabolic disturbances (2.46 [1.53; 3.96] at age 8; 0.71 [0.65; 0.77] for interaction with age). Conclusions Various factors influence the metabolic risk of children revealing the need for multifactorial interventions. Specifically, removing media from children’s bedroom as well as membership in a sports club seem to be promising targets for prevention.
Published: 2020
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30. Cross-Sectional and Longitudinal Associations Between Psychosocial Well-Being and Cardiometabolic Markers in European Children and Adolescents

Author: Paola Russo, Michael Tornaritis, Stefan Rach, Louise Arvidsson, Stefaan De Henauw, Isabel Iguacel, Claudia Börnhorst, Barbara F. Thumann, Dénes Molnár, Wolfgang Ahrens, Wencke Gwozdz, Toomas Veidebaum, I.Family consortia, Staffan Mårild, Nathalie Michels, and Idefics
Subjects: Male, obesity, medicine.medical_specialty, Waist, Adolescent, Blood Pressure, Overweight, Standard score, metabolic syndrome, Childhood obesity, Body Mass Index, 03 medical and health sciences, 0302 clinical medicine, Risk Factors, Internal medicine, medicine, Humans, overweight, Obesity, Metabolic syndrome, Blood lipids, Child, Exercise, Applied Psychology, Abdominal obesity, blood lipids, business.industry, medicine.disease, 030227 psychiatry, Psychiatry and Mental health, Cross-Sectional Studies, Cardiovascular Diseases, Obesity, Abdominal, Cohort, Female, Waist Circumference, medicine.symptom, business, Psychosocial, 030217 neurology & neurosurgery
Abstract: OBJECTIVE: Research examining aspects of positive mental health as potential predictors of cardiometabolic health in young populations is scarce. We investigated the associations between psychosocial well-being and waist circumference (WAIST), blood pressure (BP), the homeostasis model assessment for insulin resistance, triglycerides, and high-density lipoprotein cholesterol considering life-style factors as mediators. METHODS: Data of European children and adolescents participating in the baseline (2007/2008), first follow-up (FU1; 2009/2010) and second follow-up (FU2; 2013/2014) examinations of the IDEFICS/I.Family study were used (ncross-sectional = 6519; nlongitudinal = 1393). A psychosocial well-being score was calculated from 16 items on emotional well-being, self-esteem, and social relationships (0–48 points). Cardiometabolic markers were transformed to age- and sex-specific and, in case of BP, also height-specific z scores. Life-style factors included diet, physical activity, sleep, and electronic media use. Applying path analysis, we obtained unstandardized estimates of direct and indirect effects of well-being on cardiometabolic markers. RESULTS: Cross-sectionally, well-being score showed a negative direct and a negative indirect effect through life-style factors on WAIST z score (estimate per 4-point increase, −0.051 [p = .001] and −0.014 [p < .001], respectively). Longitudinally, positive changes in well-being score between baseline and FU1 and between FU1 and FU2, respectively, demonstrated negative indirect effects through life-style factorsFU2 on WAIST z scoreFU2. Both cross-sectionally and longitudinally, higher levels of well-being showed lowering indirect effects on homeostasis model assessment, BP, and triglyceride z scores and an increasing indirect effect on high-density lipoprotein cholesterol z score through both life-style factors and WAIST z score. Conclusions: These results supported our hypothesis that a healthier life-style may be one mechanism through which higher well-being is linked with lower abdominal obesity and fewer other cardiometabolic disorders in young populations. TRIAL REGISTRATION: Pan-European IDEFICS/I.Family children cohort, ISRCTN registry number: ISRCTN62310987 (http://www.isrctn.com/ISRCTN62310987).
Published: 2020
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31. Parental unemployment associated with the lack of the effectiveness of a children obesity prevention program: Results from the IDEFICS study

Author: Luis Moreno, Paola Russo, Stefaan De Henauw, Eszter Molnár Kurdine, Isabel Iguacel, Lauren Lissner, Alelí M. Ayala-Marín, Wolfgang Ahrens, Reisch Lucia, Pilar De Miguel-Etayo, Toomas Veidebaum, Javier Santabárbara, and Michael Tornaritis
Subjects: Obesity prevention, Nutrition and Dietetics, business.industry, media_common.quotation_subject, Psychological intervention, Medicine (miscellaneous), medicine.disease, Obesity, Mean difference, Intervention (counseling), Unemployment, medicine, business, Weight status, Body mass index, media_common, Demography
Abstract: The relationship between social vulnerabilities and the effectiveness of behavioral interventions to prevent obesity in children is poorly understood. Therefore, the objective of this study is to evaluate the association between parental employment and the effectiveness of IDEFICS, a multilevel behavioral intervention aiming to prevent obesity among children (2 to 9.9 years old) in eight European countries. Data from 9,901 children and their parents was included in the analysis. We determined the Body Mass Index (BMI) z-score mean difference as the measurement of the intervention effectiveness and we calculated it as the follow-up (T1) BMI z-score mean minus baseline (T0) BMI z-score mean. Parents self-reported their employment status at T0 and T1. Children were classified, at both study times (T0 and T1), as children with employed parents (both parents employed) or as children with unemployed parents (one or both parents unemployed or receiving social assistance). We calculated unadjusted and adjusted multilevel mixed model analyses to evaluate if the employment status at T0 and the evolution of the employment status within a two-year period (from T0 to T1) predicted the BMI z-score mean difference among boys and girls. In boys, parental unemployment at T0 and throughout a two-year period (T0 to T1) predicted an increase of BMI z-score mean difference when compared to boys with employed parents (unemployment at T0: adjusted β = 0.12; p = 0.028; and unemployment from T0 to T1: adjusted β = 0.20; p = 0.031). We found no difference in the effectiveness of the IDEFICS intervention among girls with unemployed parents at T0 and from T0 to T1 when compared to girls with employed parents (unemployment at T0: adjusted β = 0.04; p = 0.337; and unemployment from T0 to T1: adjusted β = 0.10; p = 0.216, respectively). Our results suggest that the influence of parental unemployment in the IDEFICS outcome is different for boys and girls. Employment of both parents, which is related to a higher income, could contribute the families to engage healthier eating and physical activity behaviors among boys. Future multilevel interventions should include a combination of community-based and school-based components, as well as family-centered components, specifically on those families with parents out of the labor force, to address specific barriers or vulnerabilities that prevent them from improving behavior and weight status.
Published: 2020
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32. Prospective associations between combined physical activity and sedentary behaviours and milk and yogurt consumption. Results from the IDEFICS study

Author: Luis A. Moreno, Toomas Veidebaum, Dénes Molnár, Gabriele Eiben, Paola Russo, Antje Hebestreit, Timm Intemann, Michael Tornaritis, V. Pala, Alba M. Santaliestra Pasías, Patrizia Risé, Esther M. González-Gil, and Carola J. C. Van Aart
Subjects: Consumption (economics), Measurement point, Nutrition and Dietetics, business.industry, Confounding, Physical activity, food and beverages, Medicine (miscellaneous), Diet quality, Parental education, Environmental health, Medicine, Ordered logit, business, Body mass index
Abstract: BackgroundThe knowledge about the association of physical activity (PA) and sedentary behaviours (SB) with the most considered healthy dairy products consumption, as milk and yogurt, in childhood is scared.AimTo assess the longitudinal relationship between specific lifestyle behaviours (PA and SB) and combined dairy consumption (milk + yogurt) in a sample of European children.MethodsTwo measurements, with 2 years’ interval (T0 and T1), were conducted in 1 688 (50.8% boys) childrenfrom the IDEFICS study. Dietary information was parental-registered by a 24-hour dietary recall. At both time points, sedentary behaviour and objective estimation of PA was obtained by accelerometers. Different groups were defined according to the international children's PA and SB behaviours recommendations over time. The cut-offs for the SB and PA recommendations were established on 2hour/day of SB and 2 hour/day of moderate to vigorous PA. Multilevel ordinal logistic regression models were used to assess the group's association with the combined dairy consumption (milk + yogurt), adjusted for potential confounders (sex, body mass index zscore, intervention versus control region, parental education level, dietary quality index, energy intake and the consumption by each dairy group at T0).ResultsNine groups of meeting or not both recommendations (SB and PA) were obtained. Those children who meeting both lifestyle recommendations at both measurement points, had higher probability to consume more milk and yogurt (p < 0.05), in comparison to the rest of combinations.Those children who did not meet any recommendations at both time points were less likely to consume milk + yogurt (OR: 0.47, 95%CI:0.26–0.83) than those who met both recommendations at both time points. Those children which improved one behaviours (PA or SB) between both measurement point were associated with low consumption of milk + yogurt (OR:0.41, 95%CI 0.22;0.74; OR:0.40, 95%CI 0.22,0.72), compared with those who meet both lifestyle recommendations at both periods (T0 and T1). Also, those which improved both behaviours (PA and SB) were less likely to consume milk + yogurt (OR:0.34, 95%CI 0.15–0.80) than those who were physically active and low sedentary at both time points.ConclusionsThese results suggest that European children with a healthy lifestyle regarding PA and SB over time, had the highest milk and yogurt consumption in comparison with other children.
Published: 2020
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33. 'Breakfast like a king, lunch like a prince, and dinner like a pauper': how do European children and adolescents eat?

Author: Timm Intemann, Michael Tornaritis, Alfonso Siani, Wolfgang Ahrens, Luis A. Moreno, Monica Hunsberger, Toomas Veidebaum, Stefaan De Henauw, Leonie H. Bogl, Dénes Molnar, and Antje Hebestreit
Subjects: Meal, Nutrition and Dietetics, business.industry, Medicine (miscellaneous), Mean age, Overweight, Lower body, medicine, Mass index, medicine.symptom, business, Sleep duration, Demography, Metabolic health
Abstract: Chrono-nutrition is an emerging field of research that focuses on the interplay between nutrition, circadian rhythms and metabolism. Most nutritional guidelines recommend regular and frequent meals for children and adolescents throughout the day. However, preliminary research, mostly in animals suggests that eating at the “wrong” time of the day and longer eating windows (and concomitant shorter fasting periods) may relate to metabolic health. This study aimed to identify meal-timing patterns of European children and adolescents in eight European countries.We examined 1225 children and adolescents (mean age: 11.8 years, 50% boys, and 26% overweight/obese) from Belgium, Cyprus, Estonia, Germany, Hungary, Italy, Spain and Sweden enrolled in the European I.Family study (2013/2014). Information on energy intake and meal-timing patterns was derived from multiple web-based 24-hour dietary recalls (proxy-assisted for children < 12 years). We used the National Cancer Institute (NCI) method to estimate individual usual intakes. Subsequently, we applied the k-means algorithm to identify clusters for meal-timing patterns. Five variables were selected for the cluster analysis: 1) Duration between first and last meal of the day (eating window in hours), 2) Proportion of daily energy intake before 11am, 3) Proportion of daily energy intake after 5pm, 4) Number of meals per day, and 5) Pre-sleep fasting time.Three clusters, labelled “late and time-restricted”, “late and long” and “early and frequent” meal-timing patterns were identified. Similar clusters were derived when excluding energy misreporters according to Goldberg cut-offs. Children in the “early and frequent” pattern were younger, had a lower body mass index (BMI) z-score, and a longer sleep duration than children in the other two meal-timing patterns. A higher proportion of plausible energy reporters were classified into the “early and frequent” pattern than into the other two patterns. The proportion of children from Italy, Cyprus and Spain was highest in the “late and long” pattern, while the proportion of children from Belgium, Sweden, Germany and Hungary was highest in the “early and frequent” patterns, and the proportion of children from Estonia was highest in the “late and time-restricted” pattern.In conclusion, this study identified three different meal-timing patterns in children that varied by age, BMI z-score, country, misreporting status, and sleep duration. Investigations on the associations between meal timing patterns and metabolic health in this study sample are currently ongoing.
Published: 2020
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34. Does Providing Assistance to Children and Adolescents Increase Repeatability and Plausibility of Self-Reporting Using a Web-Based Dietary Recall Instrument?

Author: Gabriele Eiben, Artur Mazur, Dénes Molnár, Toomas Veidebaum, Rossella Murtas, Maike Wolters, Valeria Pala, Lauren Lissner, Alfonso Siani, Wolfgang Ahrens, Vittorio Krogh, Timm Intemann, Michael Tornaritis, Katarzyna Dereń, and Luis Moreno
Subjects: Male, 0301 basic medicine, Food intake, Adolescent, Food consumption, Diet Surveys, 03 medical and health sciences, Humans, Child, Children, 2. Zero hunger, Internet, 030109 nutrition & dietetics, Nutrition and Dietetics, Nutrition assessment, Recall, Outcome measures, Reproducibility of Results, General Medicine, Repeatability, Diet Records, External validation, Diet, Näringslära, Europe, Nutrition Assessment, Internal validation, Dietary recall, Dietary assessment, Mental Recall, Linear Models, Female, Self Report, Web-based 24-hour recall, Psychology, Body mass index, Food Science, Clinical psychology
Abstract: Background It is important to find ways to minimize errors when children self-report food consumption. Objective The objective of this study was to investigate whether assistance given to children completing a self-administered 24-hour dietary recall instrument called SACANA (Self-Administered Child, Adolescent and Adult Nutrition Assessment) increased the repeatability and plausibility of energy intake (EI) estimates. Participants/setting The study was conducted between October 2013 and March 2016 in a convenience sample of 395 children, aged 8 to 17 years, from eight European countries participating in the I.Family study. Design SACANA was used to recall the previous day's food intake, twice in a day, once with and once without assistance. Main outcome measures The difference in EI between the first and second recalls was the main repeatability measure; the ratio of EI to basal metabolic rate was the plausibility measure. Statistical methods Generalized linear mixed models, adjusted for sex, age, and body mass index z-score, were used to assess whether assistance during the first vs second recall influenced repeatability and plausibility. Results The difference in estimated EI (EI from second recall minus EI from first recall) was significantly lower (PAuthors on behalf of the I.Family consortiumThe RightsLink Digital Licensing and Rights Management Service (including RightsLink for Open Access) is available (A) to users of copyrighted works found at the websites of participating publishers who are seeking permissions or licenses to use those works, and (B) to authors of articles and other manuscripts who are seeking to pay author publication charges in connection with the submission of their works to publishers.
Published: 2018
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35. Prospective Associations Between Socioeconomically Disadvantaged Groups and Metabolic Syndrome Risk in European Children

Author: Maike Wolters, Dénes Molnár, Toomas Veidebaum, Wolfgang Ahrens, Michael Tornaritis, Gabriele Eiben, Isabel Iguacel, Staffan Mårild, Claudia Börnhorst, Luis A. Moreno, Karin Bammann, Lucia A. Reisch, Paola Russo, Nathalie Michels, and Juan Miguel Fernández-Alvira
Subjects: Psychological intervention, 030209 endocrinology & metabolism, Migrants, Socioeconomic disadvantages, 03 medical and health sciences, Screen time, 0302 clinical medicine, Environmental health, Medicine, 030212 general & internal medicine, Obesity, Social vulnerabilities, Socioeconomic status, Children, Lack of social support, Modiﬁable lifestyle indicators, Framingham Risk Score, business.industry, Public Health, Global Health, Social Medicine and Epidemiology, medicine.disease, Metabolic syndrome, Health equity, Disadvantaged, Folkhälsovetenskap, global hälsa, socialmedicin och epidemiologi, Modifiable lifestyle indicators, IDEFICS, Cardiology and Cardiovascular Medicine, business, Psychosocial, Family structure
Abstract: OBJECTIVE: Socioeconomic disadvantages during childhood are hypothesised to have negative implications for health. We aimed to investigate the association between socioeconomic disadvantages and children's total metabolic syndrome (MetS) score at baseline and follow-up and the extent to which socioeconomic disadvantages over time and the accumulation of these socioeconomic disadvantages can affect children's MetS risk. METHODS: The two-year longitudinal IDEFICS study included 2401 European children (aged 2.0-9.9) with complete information of the 16,229 participating at baseline. Sociodemographic variables, psychosocial factors and lifestyle were proxy-reported via questionnaires. Socioeconomically disadvantaged groups included children from families with low income, low education, migrant origin, unemployed parents, parents who lacked a social network, and from non-traditional families. MetS risk score was calculated as the sum of z-scores of waist circumference, blood pressure, lipids and insulin resistance. Linear mixed-effects models were used to study the association between social disadvantages and MetS risk. Models were adjusted for sex, age, well-being and lifestyle (fruit and vegetables consumption, physical activity, screen time). RESULTS: At both time points, children from low-income families (0.20 [0.03-0.37]); (β estimate and 99% confidence interval), children from non-traditional families (0.14 [0.02-0.26]), children whose parents were unemployed (0.31 [0.05-0.57]) and children who accumulated >3 disadvantages (0.21 [0.04-0.37]) showed a higher MetS score compared to non-socioeconomically disadvantaged groups. CONCLUSION: Children from socioeconomically disadvantaged families are at high metabolic risk independently of diet, physical activity, sedentary behaviours and well-being. Interventions focusing on these socioeconomically disadvantaged groups should be developed to tackle health disparities. The RightsLink Digital Licensing and Rights Management Service (including RightsLink for Open Access) is available (A) to users of copyrighted works found at the websites of participating publishers who are seeking permissions or licenses to use those works, and (B) to authors of articles and other manuscripts who are seeking to pay author publication charges in connection with the submission of their works to publishers
Published: 2018
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36. Prospective Associations between Social Vulnerabilities and Children's Weight Status

Author: Luis A. Moreno, Wolfgang Ahrens, Claudia Börnhorst, Nathalie Michels, Karin Bammann, Wencke Gwozdz, Juan Miguel Fernández-Alvira, Toomas Veidebaum, Isabel Iguacel, Lauren Lissner, Paola Russo, Aliz Szommer, Michael Tornaritis, and Lucia A. Reisch
Subjects: Male, Parents, Pediatric Obesity, Social Determinants of Health, Epidemiology, Endocrinology, Diabetes and Metabolism, Ideal Body Weight, Medicine (miscellaneous), Overweight, 0302 clinical medicine, Weight loss, Ethnicity, Prevalence, Medicine, 030212 general & internal medicine, Prospective Studies, Child, education.field_of_study, Nutrition and Dietetics, Health policy, Europe, social vulnerabilities, Child, Preschool, Female, medicine.symptom, Population, 030209 endocrinology & metabolism, body mass index, Vulnerable Populations, Childhood obesity, 03 medical and health sciences, Social support, Thinness, children, Humans, Obesity, education, Socioeconomic status, Life Style, business.industry, Social Support, medicine.disease, Diet, Cross-Sectional Studies, Socioeconomic Factors, Risk factors, IDEFICS, business, Body mass index, Demography
Abstract: Background/objectives: In high-income countries, childhood obesity follows a clear socioeconomic gradient with greater prevalence in children with lower socioeconomic status (SES). The extent to which the trend of other social vulnerabilities over time and the accumulation of these vulnerabilities can affect children’s weight is still unknown.Subjects/methods: In the IDEFICS study, 8624 children aged 2.0–9.9 years from eight European countries were examined at baseline and after 2 years. Sociodemographic variables, maternal body mass index (BMI), and lifestyle were reported by parents. Children were measured and classified as thin, normal weight, and overweight/obese using the extended IOTF criteria. Four vulnerable groups were defined: children whose parents were migrants, children whose parents lack a social network, children from non-traditional families (children not living with both biological parents), and children with unemployed parents. Logistic mixed-effects models were used to study the association between vulnerabilities and children’s weight at baseline and follow-up, temporal trends in vulnerabilities and children’s weight and accumulation of vulnerabilities and children’s weight. Models were adjusted for lifestyle, maternal BMI, parental education, and income.Results: Children whose parents lost their social support at follow-up were more likely to be thin than non-vulnerable children (OR = 1.69, 99% CI = 1.03–2.78). Children whose parents had a migrant background (OR = 1.30, 99% CI 1.04–1.62), children from non-traditional families at both time points (OR = 1.40, 99% CI 1.03–1.90) and whose parents were unemployed at baseline and follow-up (OR = 2.03, 99% CI 1.03–3.99) were more likely to be overweight/obese compared to non-vulnerable children. Cross-sectionally, we did not find an association between parental lack of network, non-traditional family structure, or employment and children’s weight status.Conclusions: Policy actions are required to tackle inadequate weight loss and gain among vulnerable children (especially those exposed over the long term) since they are at a higher risk of thinness and overweight.
Published: 2018
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37. Urinary sucrose and fructose to validate self-reported sugar intake in children and adolescents: results from the I.Family study

Author: Luis A. Moreno, Vittorio Krogh, Lauren Lissner, Katarzyna Dereń, Dénes Molnár, Valeria Pala, Gabriele Eiben, Timm Intemann, Michael Tornaritis, Ivana Sirangelo, Toomas Veidebaum, Iris Pigeot, Paola Russo, Stefaan De Henauw, Alfonso Siani, Intemann, Timm, Pigeot, Iri, De Henauw, Stefaan, Eiben, Gabriele, Lissner, Lauren, Krogh, Vittorio, Dereń, Katarzyna, Molnár, Déne, Moreno, Luis A, Russo, Paola, Siani, Alfonso, Sirangelo, Ivana, Tornaritis, Michael, Veidebaum, Tooma, and Pala, Valeria
Subjects: Male, 0301 basic medicine, Sucrose, 24-h dietary recall, Adolescent, Dietary Sugars, Urinary system, Free sugar, Medicine (miscellaneous), 030209 endocrinology & metabolism, Fructose, Urine, Dietary sugar, Urine sugars, Validity coefficient, Sugar biomarker, Diet Surveys, 03 medical and health sciences, chemistry.chemical_compound, 0302 clinical medicine, Animal science, Linear regression, Humans, Urine sugar, Medicine, Child, Sugar, 030109 nutrition & dietetics, Nutrition and Dietetics, business.industry, Reproducibility of Results, Diet Records, Europe, chemistry, Child, Preschool, Female, Self Report, business, Biomarkers, Relative validity
Abstract: PURPOSE: Excessive consumption of free sugar increases the risk for non-communicable diseases where a proper assessment of this intake is necessary to correctly estimate its association with certain diseases. Urinary sugars have been suggested as objective biomarkers for total and free sugar intake in adults but less is known about this marker in children and adolescents. Therefore, the aim of this exploratory study is to evaluate the relative validity of self-reported intake using urinary sugars in children and adolescents. METHODS: The study was conducted in a convenience subsample of 228 participants aged 5–18 years of the I.Family study that investigates the determinants of food choices, lifestyle and health in European families. Total, free and intrinsic sugar intake (g/day) and sugar density (g/1000 kcal) were assessed using 24-h dietary recalls (24HDRs). Urinary sucrose (USUC) and urinary fructose (UFRU) were measured in morning urine samples and corrected for creatinine excretion (USUC/Cr, UFRU/Cr). Correlation coefficients, the method of triads and linear regression models were used to investigate the relationship between intake of different types of sugar and urinary sugars. RESULTS: The correlation between usual sugar density calculated from multiple 24HDRs and the sum of USUC/Cr and UFRU/Cr (USUC/Cr + UFRU/Cr) was 0.38 (p
Published: 2018
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38. Food and beverage intakes according to physical activity levels in European children: the IDEFICS (Identification and prevention of Dietary and lifestyle induced health EFfects In Children and infantS) study

Author: Antje Hebestreit, Jaime E Llamas Dios, Valeria Pala, Fabio Lauria, Ole Sprengeler, Michael Tornaritis, Regina Felsö, Luis A. Moreno, Toomas Veidebaum, Gabriele Eiben, Stefaan De Henauw, and Alba M Santaliestra-Pasías
Subjects: Male, Food intake, food frequency questionnaire, education, Physical activity, physical activity, Medicine (miscellaneous), 030209 endocrinology & metabolism, Logistic regression, Diet Surveys, Beverages, 03 medical and health sciences, 0302 clinical medicine, Environmental health, Vegetables, Humans, Medicine, Moderate-to-vigorous physical activity, 030212 general & internal medicine, Child, Exercise, Life Style, accelerometry, Beverage consumption, Nutrition and Dietetics, business.industry, digestive, oral, and skin physiology, Public Health, Environmental and Occupational Health, food and beverages, Public Health, Global Health, Social Medicine and Epidemiology, Feeding Behavior, medicine.disease, Obesity, Diet, Europe, Folkhälsovetenskap, global hälsa, socialmedicin och epidemiologi, Logistic Models, food and beverages intake, Child, Preschool, Fruit, Female, business, human activities, Beverages intake, IDEFICS study, Fast foods
Abstract: ObjectivePhysical activity (PA) levels and dietary habits are considered some of the most important factors associated with obesity. The present study aimed to examine the association between PA level and food and beverage consumption in European children (2–10 years old).Design/Setting/SubjectsA sample of 7229 children (49·0 % girls) from eight European countries participating in the IDEFICS (Identification and prevention of Dietary and lifestyle induced health EFfects In Children and infantS) study was included. Moderate-to-vigorous PA (MVPA) was assessed objectively with accelerometers. FFQ was used to register dietary habits. ANCOVA and binary logistic regression were applied.ResultsBoys who spent less time in MVPA reported lower consumption of vegetables, fruits, cereals, yoghurt, milk, bread, pasta, candies and sugar-sweetened beverages (SSB) than boys who spent more time in MVPA (PPPPConclusionsFood intake among European children varied with different levels of daily MVPA. Low time spent in MVPA was associated with lowest consumption of both high- and low-energy-dense foods and high fast-food consumption.
Published: 2018
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39. Associations between sleep duration and insulin resistance in European children and adolescents considering the mediating role of abdominal obesity

Author: Barbara F, Thumann, Nathalie, Michels, Regina, Felső, Monica, Hunsberger, Jaakko, Kaprio, Luis A, Moreno, Alfonso, Siani, Michael, Tornaritis, Toomas, Veidebaum, Stefaan, De Henauw, Wolfgang, Ahrens, and Claudia, Börnhorst
Subjects: Blood Glucose, Male, Childhood Obesity, Adolescent, Physiology, Social Sciences, Adolescents, Biochemistry, Education, Families, Endocrinology, Sociology, Medicine and Health Sciences, Humans, Insulin, Longitudinal Studies, Obesity, Child, Children, Diabetic Endocrinology, Schools, Endocrine Physiology, Body Weight, Biology and Life Sciences, Hormones, Europe, Cross-Sectional Studies, Physiological Parameters, Age Groups, Child, Preschool, Obesity, Abdominal, People and Places, Female, Population Groupings, Insulin Resistance, Waist Circumference, Sleep, Physiological Processes, Research Article
Abstract: Background Short sleep duration has been suggested to lead to insulin resistance both directly by altering glucose metabolism and indirectly through obesity. This study aims to investigate associations between nocturnal sleep duration and insulin resistance considering abdominal obesity as a mediator. Methods We analysed data of 3 900 children aged 2–15 years participating in the second (2009/10) and third (2013/14) examination wave of the European IDEFICS/I.Family study (hereafter referred to as baseline and follow-up). Information on nocturnal sleep duration was collected by questionnaires and age-standardised (SLEEP z-score). The homeostasis model assessment (HOMA) was calculated from fasting insulin and fasting glucose obtained from blood samples; waist circumference (WAIST) was measured with an inelastic tape. HOMA and WAIST were used as indicators for insulin resistance and abdominal obesity, respectively, and transformed to age- and sex-specific z-scores. Cross-sectional and longitudinal associations between SLEEP z-score and HOMA z-score were investigated based on a path model considering WAIST z-score as a mediator adjusting for relevant confounders. Results Cross-sectionally, baseline SLEEP z-score was negatively associated with baseline WAIST z-score (unstandardised effect estimate -0.120, 95% confidence interval [-0.167; -0.073]). We observed no direct effect of baseline SLEEP z-score on baseline HOMA z-score but a negative indirect effect through baseline WAIST z-score (-0.042 [-0.058; -0.025]). Longitudinally, there was no direct effect of baseline SLEEP z-score on HOMA z-score at follow-up but a negative indirect effect through both baseline WAIST z-score and WAIST z-score at follow-up (-0.028 [-0.040; -0.016]). Conclusions Our results do not support the hypothesis of an association between short sleep duration and insulin resistance independent of abdominal obesity. However, longer sleep duration may exert short and long term beneficial effects on insulin resistance through its beneficial effects on abdominal obesity.
Published: 2019

40. Metabolic status in children and its transitions during childhood and adolescence-the IDEFICS/I.Family study

Author: Dénes Molnár, Anna Floegel, Toomas Veidebaum, Staffan Mårild, Timm Intemann, Lauren Lissner, Paola Russo, Stefaan De Henauw, Wolfgang Ahrens, Maike Wolters, Claudia Börnhorst, Michael Tornaritis, and Luis A. Moreno
Subjects: Male, medicine.medical_specialty, Pediatric Obesity, Waist, Adolescent, Epidemiology, Body Mass Index, Cohort Studies, Family studies, Risk Factors, Internal medicine, medicine, Humans, Child, Abdominal obesity, Dyslipidemias, Metabolic Syndrome, Group membership, business.industry, General Medicine, medicine.disease, Metabolic syndrome, I.Family, Waist circumference, Glucose disturbances, IDEFICS, Latent transition analysis, Dyslipidaemia, Hypertension, Lipids, Europe, Blood pressure, Obesity, Abdominal, Cohort, Female, medicine.symptom, Waist Circumference, business
Abstract: Background This study aimed to investigate metabolic status in children and its transitions into adolescence. Methods The analysis was based on 6768 children who participated in the European IDEFICS/I.Family cohort (T0 2007/2008, T1 2009/2010 and/or T3 2013/2014; mean ages: 6.6, 8.4 and 12.0 years, respectively) and provided at least two measurements of waist circumference, blood pressure, blood glucose and lipids over time. Latent transition analysis was used to identify groups with similar metabolic status and to estimate transition probabilities. Results The best-fitting model identified five latent groups: (i) metabolically healthy (61.5%; probability for group membership at T0); (ii) abdominal obesity (15.9%); (iii) hypertension (7.0%); (iv) dyslipidaemia (9.0%); and (v) several metabolic syndrome (MetS) components (6.6%). The probability of metabolically healthy children at T0 remaining healthy at T1 was 86.6%; when transitioning from T1 to T3, it was 90.1%. Metabolically healthy children further had a 6.7% probability of developing abdominal obesity at T1. Children with abdominal obesity at T0 had an 18.5% probability of developing several metabolic syndrome (MetS) components at T1. The subgroup with dyslipidaemia at T0 had the highest chances of becoming metabolically healthy at T1 (32.4%) or at T3 (35.1%). Only a minor proportion of children showing several MetS components at T0 were classified as healthy at follow-up; 99.8% and 88.3% remained in the group with several disorders at T1 and T3, respectively. Conclusions Our study identified five distinct metabolic statuses in children and adolescents. Although lipid disturbances seem to be quite reversible, abdominal obesity is likely to be followed by further metabolic disturbances.
Published: 2019

41. Predictive associations between lifestyle behaviours and dairy consumption: The IDEFICS study

Author: Patrizia Risé, Timm Intemann, Michael Tornaritis, Dénes Molnár, Luis A. Moreno, Gabriele Eiben, Carola J. C. Van Aart, Antje Hebestreit, Toomas Veidebaum, Alba M Santaliestra-Pasías, Esther M González-Gil, Valeria Pala, and Paola Russo
Subjects: Male, Health Knowledge, Attitudes, Practice, Time Factors, Endocrinology, Diabetes and Metabolism, Health Behavior, Physical activity, Lifestyle behaviours, Medicine (miscellaneous), Child Behavior, 030209 endocrinology & metabolism, Disease, 030204 cardiovascular system & hematology, Recommended Dietary Allowances, 03 medical and health sciences, Screen time, 0302 clinical medicine, Children, Environmental health, medicine, Humans, Longitudinal Studies, European, Child, Exercise, Consumption (economics), Cardiometabolic risk, Nutrition and Dietetics, business.industry, Confounding, Age Factors, Feeding Behavior, medicine.disease, Obesity, Europe, Dairy consumption, Child, Preschool, Female, Ordered logit, Dairy Products, Diet, Healthy, Sedentary Behavior, Cardiology and Cardiovascular Medicine, business, Nutritive Value, Risk Reduction Behavior, IDEFICS study
Abstract: Background and aim Physical activity (PA) and sedentary behaviours (SB) are related to obesity and cardiometabolic risk; however, the literature is controversial regarding the effect of dairy consumption on the development of cardiovascular disease (CVD) risk factors. The aim of this study was to assess longitudinally the relationship between specific lifestyle behaviours (PA and SB) and dairy consumption in a sample of European children and adolescents. Methods and results Children from the IDEFICS study were included in the analyses. Two measurements, with 2 years' interval, were conducted. A total of 1688 (50.8% boys) children provided information regarding diet, measured by a 24-h dietary recall, PA measured by accelerometers and parent-reported sedentary screen time (SST) at both time points. Different combinations of these behaviours, at each survey and over time, were derived applying specific recommendations. Multilevel ordinal logistic regression and analysis of covariance were used to assess their association with dairy consumption, adjusted for potential confounders. Differences by gender were found regarding dairy product consumption and also adherence to SB and PA recommendations at T0 and T1. Children meeting both lifestyle recommendations, at the two measurement points, had higher probability to consume more milk and yogurt and less cheese than the rest of combinations. Conclusions These results suggest that European children with a healthy lifestyle, especially regarding PA and SB over time, consumed more milk and yogurt. This study suggests that the protective effect of specific dairy products found in literature could be partially due to the association of their consumption with specific healthy lifestyles.
Published: 2019
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42. Association of desaturase activity and C-reactive protein in European children

Author: Dénes Molnár, Valeria Pala, Gabriele Eiben, A Fraterman, Claudia Börnhorst, Toomas Veidebaum, Wolfgang Ahrens, Michael Tornaritis, Patrizia Risé, Heike Schwarz, Luis A. Moreno, Lauren Lissner, Claudio Galli, Paola Russo, Stefaan De Henauw, and Maike Wolters
Subjects: Fatty Acid Desaturases, Male, medicine.medical_specialty, Desaturase, Cross-sectional study, 030209 endocrinology & metabolism, Inflammation, 030204 cardiovascular system & hematology, Linoleoyl-CoA Desaturase, Cohort Studies, 03 medical and health sciences, Delta-5 Fatty Acid Desaturase, 0302 clinical medicine, children, Reference Values, Internal medicine, medicine, Humans, Longitudinal Studies, Obesity, Child, Weight status, chemistry.chemical_classification, Biomarkers, Enzyme mechanisms, Paediatric research, Subjects, biology, business.industry, Body Weight, Fatty Acids, C-reactive protein, Fatty acid, Europe, Stearoyl-CoA Desaturase, C-Reactive Protein, Cross-Sectional Studies, Endocrinology, chemistry, Child, Preschool, Pediatrics, Perinatology and Child Health, biology.protein, Female, IDEFICS, medicine.symptom, business, Cohort study, Polyunsaturated fatty acid
Abstract: Background: Desaturase enzymes influence the fatty acid (FA) composition of body tissues and their activity affects the conversion rate of saturated to monounsaturated FA and of polyunsaturated FA (PUFA) to long-chain PUFA. Desaturase activity has further been shown to be associated with inflammation. We investigate the association between delta-9 (D9D), delta-6 (D6D) and delta-5 desaturase (D5D) activity and highsensitive C-reactive protein (CRP) in young children. Methods: In the IDEFICS (Identification and prevention of dietary- and lifestyle-induced health effects in children and infants) cohort study children were examined at baseline (T0) and after 2 y (T1). D9D, D6D, and D5D activities were estimated from T0 product-precursor FA ratios. CRP was measured at T0 and T1. In a subsample of 1,943 children with available information on FA, CRP, and covariates, the cross-sectional and longitudinal associations of desaturase activity and CRP were analyzed. Results: Cross-sectionally, a D9D increase of 0.01 units was associated with a 11% higher risk of having a serum CRP >= Percentile 75 (P75) (OR, 99% CI: 1.11 (1.01; 1.22)) whereas D6D and D5D were not associated with CRP. No significant associations were observed between baseline desaturase activity and CRP 2 y later. Conclusion: Cross-sectionally, our results indicate a positive association of D9D and CRP independent of weight status. High D9D activity may increase the risk of subclinical inflammation which is associated with metabolic disorders. As D9D expression increases with higher intake of saturated FA and carbohydrates, dietary changes may influence D9D activity and thus CRP. However, it remains to be investigated whether there is a causal relationship between D9D activity and CRP.
Published: 2016
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43. Whole-blood fatty acids and inflammation in European children: the IDEFICS Study

Author: Licia Iacoviello, Michael Tornaritis, Gabriele Eiben, Kathrin Günther, Wolfgang Ahrens, Javier Santabárbara, Dénes Molnár, L. A. Moreno, Paola Russo, Isabelle Sioen, Patrizia Risé, T. Veidebaum, Corrado L. Galli, Esther M. González-Gil, and Alfonso Siani
Subjects: Male, Vitamin, Pediatrics, medicine.medical_specialty, Calorie, Linoleic acid, Nutritional Status, Medicine (miscellaneous), 030209 endocrinology & metabolism, 030204 cardiovascular system & hematology, Gastroenterology, Linoleic Acid, 03 medical and health sciences, chemistry.chemical_compound, Sex Factors, 0302 clinical medicine, Fatty Acids, Omega-6, Internal medicine, medicine, Humans, Child, Inflammation, Arachidonic Acid, Nutrition and Dietetics, business.industry, medicine.disease, Dietary Fats, Eicosapentaenoic acid, Obesity, Confidence interval, Diet, Europe, C-Reactive Protein, Cross-Sectional Studies, Logistic Models, Eicosapentaenoic Acid, chemistry, Child, Preschool, Fatty Acids, Unsaturated, inflammation, fatty acid, children, European, IDEFICS, Female, Arachidonic acid, business, Body mass index
Abstract: Background/Objectives:Fatty acids are hypothesized to influence cardiovascular disease risk because of their effect on inflammation. The aim of this study is to assess the relationship between whole-blood fatty acids (WBFAs) and high-sensitivity C-reactive protein (hs-CRP) in European children.Subjects/Methods:A total of 1401 subjects (697 boys and 704 girls) aged between 2 and 9 years from the IDEFICS (Identification and prevention of Dietary- and lifestyle-induced health EFfects in Children and infantS) study were measured in this cross-sectional analysis. The sample was divided into three categories of hs-CRP. Associations between WBFA and hs-CRP were assessed by logistic regression models adjusting for body mass index (BMI), country, age, breastfeeding, mother's education and hours of physical activity.Results:Linoleic acid (LA) (P=0.013, 95% confidence interval (CI): 0.822-0.977) and sum of n-6 WBFA (P=0.029, 95% CI: 0.866-0.992) concentrations were associated with lower concentrations of hs-CRP in boys. In girls, a high ratio of eicosapentaenoic acid (EPA)/arachidonic acid (AA) was associated (P=0.018, 95% CI: 0.892-0.989) with lower hs-CRP concentrations. In contrast, sum of blood n-6 highly unsaturated fatty acids (P=0.012, 95% CI: 1.031-1.284), AA (P=0.007, 95% CI: 1.053-1.395) and AA/LA ratio (P=0.005, 95% CI: 1.102-1.703) were associated (P
Published: 2016
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44. Sleep duration and blood pressure in children: Analysis of the pan-European IDEFICS cohort

Author: A Fraterman, Nathalie Michels, Barbara F. Thumann, S. Sparano, Luis A. Moreno, Staffan Mårild, Alfonso Siani, Wolfgang Ahrens, Licia Iacoviello, Dénes Molnár, Toomas Veidebaum, Fabio Lauria, and Michael Tornaritis
Subjects: Male, Pediatrics, medicine.medical_specialty, Time Factors, Endocrinology, Diabetes and Metabolism, Blood Pressure, Guidelines as Topic, 030204 cardiovascular system & hematology, Overweight, 03 medical and health sciences, Screen time, 0302 clinical medicine, Risk Factors, Internal Medicine, medicine, Humans, 030212 general & internal medicine, Child, Life Style, Children, childhood, Anthropometry, business.industry, Blood Pressure Determination, medicine.disease, Obesity, Sleep in non-human animals, Circadian Rhythm, Europe, Blood pressure, Cross-Sectional Studies, blood pressure, hypertension, sleep duration, Child, Preschool, Cohort, Hypertension, Female, Self Report, medicine.symptom, Cardiology and Cardiovascular Medicine, business, Sleep, Sleep duration
Abstract: The present study aims to examine the cross-sectional and longitudinal association between self-reported nocturnal sleep duration, blood pressure, and hypertension in European children, aged 2-9.9 years, participating in the IDEFICS project. Blood pressure (BP) and the main anthropometric indices were measured according to standardized procedures. Childhood elevated BP and hypertension were defined according to the European Society of Hypertension Guidelines for children and adolescents. Parents reported lifestyle and socio-demographic data. Nocturnal sleep duration was assessed as part of a parental 24-h recall and categorized as follows: (a) 9 hours to 10 hours to 11 hours/night. A complete set of variables included in the present analysis was provided by 7974 participants (boys/girls = 4049/3925) at the baseline survey (T0). Of them, 5656 were re-examined 2 years later at follow-up (T1). Children reporting shorter sleep duration at T0 had significantly higher BP values (P for trend < 0.001) compared to those who slept more. Prospective analyses showed that shorter sleep duration at baseline predicted, over the 2-year follow-up, higher increases in systolic blood pressure and diastolic blood pressure, after adjustment for age, sex, country of origin, BMI z-score, parental education, physical activity, screen time, and T0 value of the examined outcome variables (P for trend < 0.001). Our findings reveal that shorter sleep duration is associated with higher BP in childhood, suggesting that sleep may be a potential risk factor for hypertension later in life.
Published: 2018
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45. Circulating microRNAs are associated with early childhood obesity: results of the I.Family Study

Author: Ronja Foraita, Alfonso Siani, Pasquale De Luca, Fabio Lauria, Dénes Molnár, Giuseppe Iacomino, Toomas Veidebaum, Wolfgang Ahrens, Pasquale Marena, Michael Tornaritis, Kathrin Günther, Antonella Venezia, Luis A. Moreno, Lauren Lissner, Paola Russo, and Stefaan De Henauw
Subjects: 0301 basic medicine, Oncology, obesity, medicine.medical_specialty, lcsh:QH426-470, PLASMA MICRORNA, Endocrinology, Diabetes and Metabolism, Metabolic disorders, lcsh:TX341-641, 030209 endocrinology & metabolism, Disease, Clinical nutrition, Overweight, Childhood obesity, Childhood overweight, low-grade, 03 medical and health sciences, 0302 clinical medicine, Diabetes mellitus, Internal medicine, Medicine and Health Sciences, Genetics, QUALITY, Medicine, 2. Zero hunger, business.industry, Research, SIGNATURE, Biology and Life Sciences, EXPRESSION PROFILE, Biomarker, medicine.disease, Obesity, Childhood overweight/low-grade obesity, Circulating miRNAs, 3. Good health, BODY-MASS INDEX, lcsh:Genetics, Circulating MicroRNA, 030104 developmental biology, MIRNAS, medicine.symptom, business, lcsh:Nutrition. Foods and food supply, Dyslipidemia
Abstract: Background: Nearly 10 years ago, the World Health Organization reported the increasing prevalence of overweight and obesity worldwide as a challenge for public health due to the associated adverse consequences. Epidemiological studies established a firm relationship between an elevated body mass index and chronic conditions such as diabetes, dyslipidemia, hypertension, heart disease, non-alcoholic fatty liver disease, and some types of cancer. Omic studies demonstrated that microRNA (miRNA) profile changes in tissues correlate with a number of diseases, including obesity. Recent studies showed a remarkable stability of miRNAs also in blood, emphasizing their potential as theranostic agents for a variety of disorders and conditions. A number of miRNAs enriched in homeostasis of obesity and metabolic disorders have been characterized in previous researches.Aim: This work was finalized to investigate the differential circulating miRNAs signature in early childhood obesity. Our cross-sectional study analyzed the signature of circulating miRNAs in plasma samples of normal weight (n = 159) and overweight/obese (n = 149) children and adolescents participating to the I.Family study, an EC-funded study finalized to investigate the etiology of overweight, obesity and related disorders and the determinants of food choice, lifestyle, and related health outcomes in children and adolescents of eight European countries (www.ifamilystudy.eu).Results: Differences in miRNA signature with respect to anthropometric and biochemical variables were analyzed. A high degree of variability in levels of circulating miRNAs was identified among children from different countries, in line with recent reports supporting the hypothesis that these molecules are likewise affected by environmental and lifestyle factors. A panel of miRNAs differentially expressed in overweight/low-grade obesity children was characterized (miR-551a and miR-501-5p resulted upregulated; miR-10b-5p, miR-191-3p, miR-215-5p, and miR-874-3p resulted downregulated). ROC curves were also constructed for experimentally confirmed miRNAs. Single miRNAs generally exhibited low AUC values with the highest values for miR-874-3p and miR-501-5p which in combination provided an interesting value (AUC = 0.782). Pearson's analysis confirmed that miR-10b-5p, miR-215-5p, miR-501-5p, miR-551a, and miR-874-3p significantly correlated with BMI z-score. Molecular interactions of obesity-associated miRNAs were also predicted by bioinformatics tools.Conclusions: Our work showed that several circulating miRNAs are differentially represented in overweight/low-grade obesity children and adolescents. Although causal pathways cannot be firmly inferred, it is conceivable that circulating miRNAs may be new biomarkers of early childhood obesity.Trial registration: ISRCTN, ISRCTN62310987. Registered 23/02/2018 - Retrospectively registered.
Published: 2018
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46. Children's propensity to consume sugar and fat predicts regular alcohol consumption in adolescence

Author: Kirsten, Mehlig, Leonie H, Bogl, Monica, Hunsberger, Wolfgang, Ahrens, Stefaan, De Henauw, Isabel, Iguacel, Hannah, Jilani, Dénes, Molnár, Valeria, Pala, Paola, Russo, Michael, Tornaritis, Toomas, Veidebaum, Jaakko, Kaprio, and Lauren, Lissner
Subjects: Male, Adolescent, Alcohol Drinking, Ethanol, Dietary Sugars, Sugar and fat intake in childhood, Child Behavior, Feeding Behavior, Diet Surveys, Dietary Fats, Diet, Cohort Studies, Alcohol consumption in adolescence, Logistic Models, Socioeconomic Factors, Adolescent Behavior, Risk Factors, Child, Preschool, Childhood risk factors, Humans, Female, Child, Cohort study, Research Paper
Abstract: Objective The present study investigated the association between sugar and fat intake in childhood in relation to alcohol use in adolescence. We hypothesized that early exposure to diets high in fat and sugar may affect ingestive behaviours later in life, including alcohol use. Design/Setting/Subjects Children from the European IDEFICS/I.Family cohort study were examined at ages 5–9 years and followed up at ages 11–16 years. FFQ were completed by parents on behalf of children, and later by adolescents themselves. Complete data were available in 2263 participants. Children’s propensities to consume foods high in fat and sugar were calculated and dichotomized at median values. Adolescents’ use of alcohol was classified as at least weekly v. less frequent use. Log-binomial regression linked sugar and fat consumption in childhood to risk of alcohol use in adolescence, adjusted for relevant covariates. Results Five per cent of adolescents reported weekly alcohol consumption. Children with high propensity to consume sugar and fat were at greater risk of later alcohol use, compared with children with low fat and low sugar propensity (relative risk=2·46; 95 % CI 1·47, 4·12), independent of age, sex and survey country. The association was not explained by parental income and education, strict parenting style or child's health-related quality of life and was only partly mediated by sustained consumption of sugar and fat into adolescence. Conclusions Frequent consumption of foods high in fat and sugar in childhood predicted regular use of alcohol in adolescence.
Published: 2018

47. Timing of solid food introduction and association with later childhood overweight and obesity: The IDEFICS study

Author: Alfonso Siani, C. Hadjigeorgiou, Dénes Molnár, Monica Hunsberger, Stalo Papoutsou, Nathalie Michels, Hannah Jilani, Michael Tornaritis, Savvas C. Savva, Luis Moreno, Wolfgang Ahrens, and Toomas Veidebaum
Subjects: Male, 0301 basic medicine, Pediatric Obesity, Pediatrics, obesity, breastfeeding, Breastfeeding, solid food introduction, Overweight, Body Mass Index, Cohort Studies, 0302 clinical medicine, Risk Factors, Prevalence, 030212 general & internal medicine, Child, Infant Nutritional Physiological Phenomena, Nutrition and Dietetics, Obstetrics and Gynecology, Nutrition Surveys, Europe, Gestational diabetes, Breast Feeding, Child, Preschool, Female, Infant Food, Diet, Healthy, Underweight, medicine.symptom, medicine.medical_specialty, Birth weight, Childhood obesity, Feeding Methods, 03 medical and health sciences, medicine, Humans, overweight, childhood, Pregnancy, 030109 nutrition & dietetics, business.industry, Public Health, Environmental and Occupational Health, Infant, Original Articles, medicine.disease, Diet, maternal, Cross-Sectional Studies, Pediatrics, Perinatology and Child Health, Patient Compliance, business, Body mass index
Abstract: This study investigated associations between timing of solid food introduction and childhood obesity and explored maternal characteristics influencing early feeding practices. Cross‐sectional data from children 2–9 years (n = 10,808; 50.5% boys) residing in 8 European countries of the IDEFICS study (2007–2008) were included. Late solid food introduction (≥7 months of age) was associated with an increased prevalence of later childhood overweight/obesity among exclusively breastfed children (OR [odds ratio]: 1.38, 95% CI [confidence interval] [1.01, 1.88]). In contrast, early solid food introduction (
Published: 2018
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48. Attrition in the European Child Cohort IDEFICS/I. Family: Exploring Associations Between Attrition and Body Mass Index

Author: Michael Tornaritis, Garrath Williams, Fabio Lauria, Luis A. Moreno, Wolfgang Ahrens, Gabriele Eiben, Stefaan De Henauw, Dénes Molnár, Toomas Veidebaum, Hermann Pohlabeln, Stefan Rach, and Malte Langeheine
Subjects: medicine.medical_specialty, cross country differences, 030209 endocrinology & metabolism, Overweight, cohort attrition, Pediatrics, BMI, 03 medical and health sciences, 0302 clinical medicine, Epidemiology, Medicine, Attrition, 030212 general & internal medicine, Original Research, 2. Zero hunger, business.industry, lcsh:RJ1-570, lcsh:Pediatrics, Public Health, Global Health, Social Medicine and Epidemiology, Odds ratio, selection effects, medicine.disease, Obesity, Confidence interval, Child health, Cohort attrition, Selection effects, Cross country differences, Folkhälsovetenskap, global hälsa, socialmedicin och epidemiologi, Pediatrics, Perinatology and Child Health, Cohort, child health, medicine.symptom, business, Body mass index, Demography
Abstract: Attrition may lead to bias in epidemiological cohorts, since participants who are healthier and have a higher social position are less likely to drop out. We investigated possible selection effects regarding key exposures and outcomes in the IDEFICS/I.Family study, a large European cohort on the etiology of overweight, obesity and related disorders during childhood and adulthood. We applied multilevel logistic regression to investigate associations of attrition with sociodemographic variables, weight status, and study compliance and assessed attrition across time regarding children's weight status and variations of attrition across participating countries. We investigated selection effects with regard to social position, adherence to key messages concerning a healthy lifestyle, and children's weight status. Attrition was associated with a higher weight status of children, lower children's study compliance, older age, lower parental education, and parent's migration background, consistent across time and participating countries. Although overweight (odds ratio 1.17, 99% confidence interval 1.05–1.29) or obese children (odds ratio 1.18, 99% confidence interval 1.03–1.36) were more prone to drop-out, attrition only seemed to slightly distort the distribution of children's BMI at the upper tail. Restricting the sample to subgroups with different attrition characteristics only marginally affected exposure-outcome associations. Our results suggest that IDEFICS/I.Family provides valid estimates of relations between socio-economic position, health-related behaviors, and weight status. on behalf of the IDEFICS and I.Family ConsortiaCC BY 4.0
Published: 2018
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49. Reply to the letter to the editor: 'Socioeconomic status and childhood metabolic syndrome'

Author: Paola Russo, Dénes Molnár, Wolfgang Ahrens, Luis A. Moreno, Staffan Mårild, Michael Tornaritis, Karin Bammann, Maike Wolters, Nathalie Michels, Juan Miguel Fernández-Alvira, Isabel Iguacel, Gabriele Eiben, Toomas Veidebaum, Claudia Börnhorst, and Lucia A. Reisch
Subjects: N.A, Metabolic Syndrome, medicine.medical_specialty, Letter to the editor, genetic structures, business.industry, medicine.disease, Vulnerable Populations, Social Class, medicine, Humans, Prospective Studies, Metabolic syndrome, Child, Cardiology and Cardiovascular Medicine, Psychiatry, business, Socioeconomic status
Abstract: Reply to the letter to the editor : “Socioeconomic status and childhood metabolic syndrome”
Published: 2019
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50. Behavioural effects of a community-oriented setting-based intervention for prevention of childhood obesity in eight European countries. Main results from the IDEFICS study

Author: Gabriele Eiben, Gianvincenzo Barba, Lea Maes, Katharina Gallois, Staffan Mårild, Michael Tornaritis, Inge Huybrechts, Iris Pigeot, Antje Hebestreit, Luis A. Moreno, Eva Kovacs, Vera Verbestel, Kenn Konstabel, I. De Bourdeaudhuij, and S. De Henauw
Subjects: Pediatrics, medicine.medical_specialty, business.industry, Endocrinology, Diabetes and Metabolism, Public Health, Environmental and Occupational Health, Overweight, medicine.disease, Focus group, Obesity, Childhood obesity, law.invention, Screen time, Randomized controlled trial, law, Environmental health, Intervention (counseling), Cohort, medicine, medicine.symptom, business
Abstract: Objective The objective of this paper is to evaluate the behavioural effects, as reported by the parents of the participating boys and girls, of the IDEFICS (Identification and prevention of Dietary- and lifestyle-induced health EFfects In Children and infantS) intervention. Methods The effectiveness of the IDEFICS intervention was evaluated through a cluster-controlled trial in eight European countries (control and intervention communities in each country) including more than 16,000 children. The 2- to 9.9-year-old children in the intervention group were exposed to a culturally adapted intervention that aimed to prevent childhood obesity through the community, schools/kindergartens and family. Parents completed questionnaires to measure water, soft drink and fruit juice intake; fruit and vegetable intake; daily TV viewing and other sedentary behaviours; daily physical activity levels and strengthening of the parent–child relationships at baseline and follow-up (2 years later). Mixed models with an additional random effect for country were used to account for the clustered study design, and results were stratified by sex. Results The pan-European analysis revealed no significant time by condition interaction effects, neither for boys nor girls, i.e. the analysis revealed no intervention effects on the behaviours of the IDEFICS children as reported by their parents (F = 0.0 to 3.3, all p > 0.05). Also very few significances were found in the country-specific analyses. Positive intervention effects were only found for sport club participation in Swedish boys, for screen time in weekends for Spanish boys and for TV viewing in Belgian girls. Conclusion Although no expected intervention effects as reported by the parents on diet, physical activity and sedentary behaviours could be shown for the overall IDEFICS cohort, a few favourable intervention effects were found on specific behaviours in some individual countries. More in-depth analyses of the process evaluation data are needed to obtain more insight into the relationship between the level of exposure to the intervention and its effect
Published: 2015
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