Free Sugar Consumption and Obesity in European Adolescents: The HELENA Study
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Design
2.2. Study Sample
2.3. Anthropometric Measurements
2.4. Physical Activity Measurement
2.5. Questionnaires
2.6. Dietary Assessment
2.7. Statistical Analysis
3. Results
3.1. General Characteristics of Study Participants
3.2. Free Sugars Intake from Food Sources
3.3. Relation between Free Sugars Intake Groups and BMI Categories between Gender
3.4. Association between Total Free Sugar Intake and Anthropometric Measurements
3.5. Association between Free Sugar Groups Intake and Anthropometric Measurement
3.6. The Association between BMI Categories and Free Sugars Groups Intake Categories
3.7. Free Sugars Frequency Consumption as Snack and BMI Categories between Gender
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
- World Health Organization. Obesity and Overweight. Available online: https://www.who.int/news-room/fact-sheets/detail/obesity-and-overweight (accessed on 1 April 2020).
- Chung, S.T.; Onuzuruike, A.U.; Magge, S.N. Cardiometabolic risk in obese children. Ann. N. Y. Acad. Sci. 2018, 1411, 166–183. [Google Scholar] [CrossRef] [PubMed]
- Duncan, S.; Duncan, E.K.; Fernandes, R.A.; Buonani, C.; Bastos, K.D.-N.; Segatto, A.F.M.; Codogno, J.S.; Gomes, I.C.; Freitas, I.F., Jr. Modifiable risk factors for overweight and obesity in children and adolescents from São Paulo, Brazil. BMC Public Health 2011, 11, 585. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Moreno, L.; Rodríguez, G. Dietary Risk Factors for Development of Childhood Obesity. Curr. Opin. Clin. Nutr. Metab. Care 2007, 10. [Google Scholar] [CrossRef] [PubMed]
- Cuenca-García, M.; Ortega, F.; Ruiz, J.; Labayen, I.; Moreno, L.; Patterson, E.; Vicente-Rodríguez, G.; González-Gross, M.; Marcos, A.; Polito, A.; et al. More physically active and leaner adolescents have higher energy intake. J. Pediatrics 2014, 164. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Vartanian, L.; Schwartz, M.; Brownell, K. Effects of Soft Drink Consumption on Nutrition and Health: A Systematic Review and Meta-Analysis. Am. J. Public Health 2007, 97. [Google Scholar] [CrossRef]
- Department of Health. Dietary Reference Values A Guide; HMSO: London, UK, 1991.
- Farajian, P.; Risvas, G.; Panagiotakos, D.; Zampelas, A. Food Sources of Free Sugars in Children’s Diet and Identification of Lifestyle Patterns Associated With Free Sugars Intake: The GRECO (Greek Childhood Obesity) Study. Public Health Nutr. 2016, 19. [Google Scholar] [CrossRef] [Green Version]
- Louie, J.; Moshtaghian, H.; Rangan, A.; Flood, V.; Gill, T. Intake and Sources of Added Sugars Among Australian Children and Adolescents. Eur. J. Nutr. 2016, 55. [Google Scholar] [CrossRef]
- Kant, A. Consumption of Energy-Dense, Nutrient-Poor Foods by Adult Americans: Nutritional and Health Implications: The Third National Health and Nutrition Examination Survey, 1988-1994. Am. J. Clin. Nutr. 2000, 72. [Google Scholar] [CrossRef] [Green Version]
- Kelly, S.; Summerbell, C.; Rugg-Gunn, A.; Adamson, A.; Fletcher, E.; Moynihan, P. Comparison of Methods to Estimate Non-Milk Extrinsic Sugars and Their Application to Sugars in the Diet of Young Adolescents. Br. J. Nutr. 2005, 94. [Google Scholar] [CrossRef] [Green Version]
- World Health Organization (WHO). Calls on Countries to Reduce Sugars Intake among Adults and Children. 2016. Available online: https://apps.who.int/mediacentre/news/releases/2015/sugar-guideline/en/index.html (accessed on 13 September 2020).
- Department of Health. Dietary reference values for food energy and nutrients for the United Kingdom. Report of the Panel on Dietary Reference Values of the Committee on Medical Aspects of Food Policy. Rep. Health Soc. Subj. 1991, 41, 1–210. [Google Scholar]
- SACN. Carbohydrates and Health Report; Public Health England. The Stationery Office: London, UK, 2015; ISBN 9780117082847.
- Rupérez, A.; Mesana, M.; Moreno, L. Dietary Sugars, Metabolic Effects and Child Health. Curr. Opin. Clin. Nutr. Metab. Care 2019, 22. [Google Scholar] [CrossRef] [PubMed]
- Azaïs-Braesco, V.; Sluik, D.; Maillot, M.; Kok, F.; Moreno, L.A. A review of total & added sugar intakes and dietary sources in Europe. Nutr. J. 2017, 16. [Google Scholar] [CrossRef] [Green Version]
- Graffe, M.; Pala, V.; De Henauw, S.; Eiben, G.; Hadjigeorgiou, C.; Iacoviello, L.; Intemann, T.; Jilani, H.; Molnar, D.; Russo, P.; et al. Dietary Sources of Free Sugars in the Diet of European Children: The IDEFICS Study. Eur. J. Nutr. 2020, 59. [Google Scholar] [CrossRef] [PubMed]
- Mesana, M.; Hilbig, A.; Androutsos, O.; Cuenca-García, M.; Dallongeville, J.; Huybrechts, I.; De Henauw, S.; Widhalm, K.; Kafatos, A.; Nova, E.; et al. Dietary Sources of Sugars in Adolescents’ Diet: The HELENA Study. Eur. J. Nutr. 2018, 57. [Google Scholar] [CrossRef] [PubMed]
- Morenga, T.L.; Mallard, S.; Mann, J. Dietary Sugars and Body Weight: Systematic Review and Meta-Analyses of Randomised Controlled Trials and Cohort Studies. BMJ Clin. Res. Ed. 2012, 346. [Google Scholar] [CrossRef] [Green Version]
- Gibson, S. Sugar-sweetened Soft Drinks and Obesity: A Systematic Review of the Evidence From Observational Studies and Interventions. Nutr. Res. Rev. 2008, 21. [Google Scholar] [CrossRef] [Green Version]
- Forshee, R.A.; Anderson, P.A.; Storey, M.L. Sugar-sweetened beverages and body mass index in children and adolescents: A meta-analysis. Am. J. Clin. Nutr. 2008, 87, 1662–1671. [Google Scholar] [CrossRef] [Green Version]
- Ha, K.; Chung, S.; Lee, H.; Kim, C.; Joung, H.; Paik, H.; Song, Y. Association of Dietary Sugars and Sugar-Sweetened Beverage Intake With Obesity in Korean Children and Adolescents. Nutrients 2016, 8, 31. [Google Scholar] [CrossRef]
- Ahmad, R.; Mok, A.; Rangan, A.M.; Louie, J.C.Y. Association of free sugar intake with blood pressure and obesity measures in Australian adults. Eur. J. Nutr. 2019, 59, 651–659. [Google Scholar] [CrossRef]
- Moreno, L.; González-Gross, M.; Kersting, M.; Molnár, D.; de Henauw, S.; Beghin, L.; Sjöström, M.; Hagströmer, M.; Manios, Y.; Gilbert, C.; et al. Assessing, Understanding and Modifying Nutritional Status, Eating Habits and Physical Activity in European Adolescents: The HELENA (Healthy Lifestyle in Europe by Nutrition in Adolescence) Study. Public Health Nutr. 2008, 11. [Google Scholar] [CrossRef] [Green Version]
- Henauw, S.D.; Gottrand, F.; Bourdeaudhuij, I.D.; Gonzalez-Gross, M.; Leclercq, C.; Kafatos, A.; Molnar, D.; Marcos, A.; Castillo, M.; Dallongeville, J.; et al. Nutritional status and lifestyles of adolescents from a public health perspective. The HELENA Project—Healthy Lifestyle in Europe by Nutrition in Adolescence. J. Public Health 2007, 15, 187–197. [Google Scholar] [CrossRef]
- Moreno, L.; De Henauw, S.; González-Gross, M.; Kersting, M.; Molnár, D.; Gottrand, F.; Barrios, L.; Sjöström, M.; Manios, Y.; Gilbert, C.; et al. Design and Implementation of the Healthy Lifestyle in Europe by Nutrition in Adolescence Cross-Sectional Study. Int. J. Obes. 2008, 32 (Suppl. 5). [Google Scholar] [CrossRef] [PubMed] [Green Version]
- The World Medical Association-Declaration of Helsinki 2000. Initiated: 1964, 17.C. Available online: https://www.wma.net/what-we-do/medical-ethics/declaration-of-helsinki/doh-oct2000/ (accessed on 10 September 2020).
- Béghin, L.; Castera, M.; Manios, Y.; Gilbert, C.; Kersting, M.; De Henauw, S.; Kafatos, A.; Gottrand, F.; Molnar, D.; Sjöström, M.; et al. Quality Assurance of Ethical Issues and Regulatory Aspects Relating to Good Clinical Practices in the HELENA Cross-Sectional Study. Int. J. Obes. 2008, 32 (Suppl. 5). [Google Scholar] [CrossRef] [Green Version]
- Goldberg, G.; Black, A.; Jebb, S.; Cole, T.; Murgatroyd, P.; Coward, W.; Prentice, A. Critical Evaluation of Energy Intake Data Using Fundamental Principles of Energy Physiology: 1. Derivation of Cut-Off Limits to Identify Under-Recording. Eur. J. Clin. Nutr. 1991, 45, 569–581. [Google Scholar] [PubMed]
- Nagy, E.; Vicente-Rodriguez, G.; Manios, Y.; Béghin, L.; Iliescu, C.; Censi, L.; Dietrich, S.; Ortega, F.; De Vriendt, T.; Plada, M.; et al. Harmonization Process and Reliability Assessment of Anthropometric Measurements in a Multicenter Study in Adolescents. Int. J. Obes. 2008, 32 (Suppl. 5). [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Cole, T.; Bellizzi, M.; Flegal, K.; Dietz, W. Establishing a Standard Definition for Child Overweight and Obesity Worldwide: International Survey. BMJ Clin. Res. Ed. 2000, 320. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Slaughter, M.; Lohman, T.; Boileau, R.; Horswill, C.; Stillman, R.; Van Loan, M.; Bemben, D. Skinfold Equations for Estimation of Body Fatness in Children and Youth. Hum. Biol. 1988, 60, 709–723. [Google Scholar] [PubMed]
- Kyle, U.; Schutz, Y.; Dupertuis, Y.; Pichard, C. Body composition interpretation. Contributions of the fat-free mass index and the body fat mass index. Nutrition 2003, 19. [Google Scholar] [CrossRef]
- Lohman, T.G.; Roche, A.F.; Martorell, R. Anthropometric Standardization Reference Manual; Human Kinetics Books: Champaign, IL, USA, 1988. [Google Scholar]
- Hagströmer, M.; Bergman, P.; De Bourdeaudhuij, I.; Ortega, F.; Ruiz, J.; Manios, Y.; Rey-López, J.; Phillipp, K.; von Berlepsch, J.; Sjöström, M. Concurrent Validity of a Modified Version of the International Physical Activity Questionnaire (IPAQ-A) in European Adolescents: The HELENA Study. Int. J. Obes. 2008, 32 (Suppl. 5). [Google Scholar] [CrossRef] [Green Version]
- Ainsworth, B.; Haskell, W.; Whitt, M.; Irwin, M.; Swartz, A.; Strath, S.; O’Brien, W.; Bassett, D.; Schmitz, K.; Emplaincourt, P.; et al. Compendium of physical activities: An update of activity codes and MET intensities. Med. Sci. Sport. Exerc. 2000, 32. [Google Scholar] [CrossRef] [Green Version]
- Béghin, L.; Dauchet, L.; De Vriendt, T.; Cuenca-García, M.; Manios, Y.; Toti, E.; Plada, M.; Widhalm, K.; Repasy, J.; Huybrechts, I.; et al. Influence of Parental Socio-Economic Status on Diet Quality of European Adolescents: Results From the HELENA Study. Br. J. Nutr. 2014, 111. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Vereecken, C.; Covents, M.; Sichert-Hellert, W.; Alvira, J.; Le Donne, C.; De Henauw, S.; De Vriendt, T.; Phillipp, M.; Béghin, L.; Manios, Y.; et al. Development and Evaluation of a Self-Administered Computerized 24-h Dietary Recall Method for Adolescents in Europe. Int. J. Obes. 2008, 32 (Suppl. 5). [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Julián-Almárcegui, C.; Bel-Serrat, S.; Kersting, M.; Vicente-Rodriguez, G.; Nicolas, G.; Vyncke, K.; Vereecken, C.; De Keyzer, W.; Beghin, L.; Sette, S.; et al. Comparison of Different Approaches to Calculate Nutrient Intakes Based Upon 24-h Recall Data Derived From a Multicenter Study in European Adolescents. Eur. J. Nutr. 2016, 55. [Google Scholar] [CrossRef] [PubMed]
- Harttig, U.; Haubrock, J.; Knüppel, S.; Boeing, H. The MSM program: Web-based statistics package for estimating usual dietary intake using the Multiple Source Method. Eur. J. Clin. Nutr. 2011, 65 (Suppl. 1). [Google Scholar] [CrossRef] [Green Version]
- Louie, J.; Moshtaghian, H.; Boylan, S.; Flood, V.; Rangan, A.; Barclay, A.; Brand-Miller, J.; Gill, T. A Systematic Methodology to Estimate Added Sugar Content of Foods. Eur. J. Clin. Nutr. 2015, 69. [Google Scholar] [CrossRef] [PubMed]
- Rugg-Gunn, A.; Adamson, A.; Appleton, D.; Butler, T.; Hackett, A. Sugars Consumption by 379 11-12-year-old English Children in 1990 Compared With Results in 1980. J. Hum. Nutr. Diet. Off. J. Br. Diet. Assoc. 2007, 20. [Google Scholar] [CrossRef]
- Rugg-Gunn, A.; Fletcher, E.; Matthews, J.; Hackett, A.; Moynihan, P.; Kelly, S.; Adams, J.; Mathers, J.; Adamson, A. Changes in Consumption of Sugars by English Adolescents Over 20 Years. Public Health Nutr. 2007, 10. [Google Scholar] [CrossRef] [Green Version]
- Kersting, M.; Sichert-Hellert, W.; Alexy, U.; Manz, F.; Schöch, G. Macronutrient Intake of 1 to 18 Year Old German Children and Adolescents. Z. Ernahr. 1998, 37. [Google Scholar] [CrossRef]
- George, J.; Brinsdon, S.; Paulin, J.; Aitken, E. What Do Young Adolescent New Zealanders Eat? Nutrient Intakes of a Nationwide Sample of Form 1 Children. N. Z. Med. J. 1993, 106, 47–51. [Google Scholar]
- Battram, D.; Piché, L.; Beynon, C.; Kurtz, J.; He, M. Sugar-Sweetened Beverages: Children’s Perceptions, Factors of Influence, and Suggestions for Reducing Intake. J. Nutr. Educ. Behav. 2016, 48. [Google Scholar] [CrossRef]
- Park, S.; Blanck, H.; Sherry, B.; Brener, N.; O’Toole, T. Factors associated with sugar-sweetened beverage intake among United States high school students. J. Nutr. 2012, 142. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Hoffman, A.; Salgado, R.; Dresler, C.; Faller, R.; Bartlett, C. Flavour preferences in youth versus adults: A review. Tob. Control 2016, 25. [Google Scholar] [CrossRef] [PubMed]
- Agostoni, C.; Braegger, C.; Decsi, T.; Kolacek, S.; Koletzko, B.; Mihatsch, W.; Moreno, L.; Puntis, J.; Shamir, R.; Szajewska, H.; et al. Role of dietary factors and food habits in the development of childhood obesity: A commentary by the ESPGHAN Committee on Nutrition. J. Pediatric Gastroenterol. Nutr. 2011, 52. [Google Scholar] [CrossRef] [Green Version]
- Strain, J.; Robson, P.; Livingstone, M.; Primrose, E.; Savage, J.; Cran, G.; Boreham, C. Estimates of Food and Macronutrient Intake in a Random Sample of Northern Ireland Adolescents. Br. J. Nutr. 1994, 72. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Gibson, S.; Neate, D. Sugar Intake, Soft Drink Consumption and Body Weight Among British Children: Further Analysis of National Diet and Nutrition Survey Data with Adjustment for Under-Reporting and Physical Activity. Int. J. Food Sci. Nutr. 2007, 58. [Google Scholar] [CrossRef]
- Drewnowski, A.; Mennella, J.; Johnson, S.; Bellisle, F. Sweetness and food preference. J. Nutr. 2012, 142. [Google Scholar] [CrossRef] [Green Version]
- Wardle, J. Parental influences on children’s diets. Proc. Nutr. Soc. 1995, 54. [Google Scholar] [CrossRef]
- Wijtzes, A.; Jansen, W.; Jansen, P.; Jaddoe, V.; Hofman, A.; Raat, H. Maternal Educational Level and Preschool Children’s Consumption of High-Calorie Snacks and Sugar-Containing Beverages: Mediation by the Family Food Environment. Prev. Med. 2013, 57. [Google Scholar] [CrossRef]
- Sichieri, R.; Paula Trotte, A.; de Souza, R.; Veiga, G. School randomised trial on prevention of excessive weight gain by discouraging students from drinking sodas. Public Health Nutr. 2009, 12. [Google Scholar] [CrossRef] [Green Version]
- Paineau, D.; Beaufils, F.; Boulier, A.; Cassuto, D.; Chwalow, J.; Combris, P.; Couet, C.; Jouret, B.; Lafay, L.; Laville, M.; et al. Family dietary coaching to improve nutritional intakes and body weight control: A randomized controlled trial. Arch. Pediatrics Adolesc. Med. 2008, 162. [Google Scholar] [CrossRef] [Green Version]
- Williams, C.; Strobino, B. Childhood diet, overweight, and CVD risk factors: The Healthy Start project. Prev. Cardiol. 2008, 11. [Google Scholar] [CrossRef] [PubMed]
- Herbst, A.; Diethelm, K.; Cheng, G.; Alexy, U.; Icks, A.; Buyken, A. Direction of associations between added sugar intake in early childhood and body mass index at age 7 years may depend on intake levels. J. Nutr. 2011, 141. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Parnell, W.; Wilson, N.; Alexander, D.; Wohlers, M.; Williden, M.; Mann, J.; Gray, A. Exploring the Relationship Between Sugars and Obesity. Public Health Nutr. 2008, 11. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Cobiac, L.; Record, S.; Leppard, P.; Syrette, J.; Flight, I. Sugars in the Australian Diet: Results From the 1995 National Nutrition Survey. Nutr. Diet 2003, 60, 152–173. [Google Scholar]
- Gomes, D.; Luque, V.; Xhonneux, A.; Verduci, E.; Socha, P.; Koletzko, B.; Berger, U.; Grote, V. A simple method for identification of misreporting of energy intake from infancy to school age: Results from a longitudinal study. Clin. Nutr. 2018, 37. [Google Scholar] [CrossRef] [PubMed]
- Sahoo, K.; Sahoo, B.; Choudhury, A.; Sofi, N.; Kumar, R.; Bhadoria, A. Childhood obesity: Causes and consequences. J. Fam. Med. Prim. Care 2015, 4. [Google Scholar] [CrossRef]
- Gibson, S. Are High-Fat, High-Sugar Foods and Diets Conducive to Obesity? Int. J. Food Sci. Nutr. 1996, 47. [Google Scholar] [CrossRef]
- Drewnowski, A.; Brunzell, J.; Sande, K.; Iverius, P.; Greenwood, M. Sweet tooth reconsidered: Taste responsiveness in human obesity. Physiol. Behav. 1985, 35. [Google Scholar] [CrossRef] [Green Version]
- Aumueller, N.; Gruszfeld, D.; Gradowska, K.; Escribano, J.; Ferré, N.; Rousseaux, D.; Hoyos, J.; Verduci, E.; ReDionigi, A.; Koletzko, B.; et al. Associations of sugar intake with anthropometrics in children from ages 2 until 8 years in the EU Childhood Obesity Project. Eur. J. Nutr. 2020, 59. [Google Scholar] [CrossRef]
- Bolton-Smith, C.; Woodward, M. Dietary Composition and Fat to Sugar Ratios in Relation to Obesity. Int. J. Obes. Relat. Metab. Disord. 1994, 18, 820–828. [Google Scholar]
- Blundell, J.; Burley, V.; Cotton, J.; Lawton, C. Dietary fat and the control of energy intake: Evaluating the effects of fat on meal size and postmeal satiety. Am. J. Clin. Nutr. 1993, 57. [Google Scholar] [CrossRef] [PubMed]
- Willett, W.; Howe, G.; Kushi, L. Adjustment for total energy intake in epidemiologic studies. Am. J. Clin. Nutr. 1997, 65. [Google Scholar] [CrossRef] [PubMed]
- Berkey, C.; Rockett, H.; Field, A.; Gillman, M.; Colditz, G. Sugar-added beverages and adolescent weight change. Obes. Res. 2004, 12. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Zhu, Z.; He, Y.; Wang, Z.; He, X.; Zang, J.; Guo, C.; Jia, X.; Ren, Y.; Shan, C.; Sun, J.; et al. The associations between sugar-sweetened beverage intake and cardiometabolic risks in Chinese children and adolescents. Pediatric Obes. 2020, 15. [Google Scholar] [CrossRef] [PubMed]
- Gibson, S. Hypothesis: Parents may selectively restrict sugar-containing foods for pre-school children with a high BMI. Int. J. Food Sci. Nutr. 1998, 49. [Google Scholar] [CrossRef]
- Malik, V.; Pan, A.; Willett, W.; Hu, F. Sugar-sweetened beverages and weight gain in children and adults: A systematic review and meta-analysis. Am. J. Clin. Nutr. 2013, 98. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Malik, V.; Schulze, M.; Hu, F. Intake of sugar-sweetened beverages and weight gain: A systematic review. Am. J. Clin. Nutr. 2006, 84. [Google Scholar] [CrossRef]
- Teff, K.; Grudziak, J.; Townsend, R.; Dunn, T.; Grant, R.; Adams, S.; Keim, N.; Cummings, B.; Stanhope, K.; Havel, P. Endocrine and metabolic effects of consuming fructose- and glucose-sweetened beverages with meals in obese men and women: Influence of insulin resistance on plasma triglyceride responses. J. Clin. Endocrinol. Metab. 2009, 94. [Google Scholar] [CrossRef]
- Stanhope, K.; Havel, P. Endocrine and metabolic effects of consuming beverages sweetened with fructose, glucose, sucrose, or high-fructose corn syrup. Am. J. Clin. Nutr. 2008, 88. [Google Scholar] [CrossRef] [Green Version]
General Characteristics | Males (n = 435) 1 M 2 (SD) | Females (n = 408) M (SD) | p-Value |
---|---|---|---|
Age | 14.64 (1.2) | 14.51 (1.2) | 0.456 |
3 BMI (kg/m2) | 20.67 (3.24) | 20.63 (2.84) | 0.265 |
Normal weight (n, %) | 370 (85.1%) | 351 (86.0%) | 0.044 |
Overweight (n, %) | 44 (10.1%) | 46 (11.3%) | |
Obesity (n, %) | 21 (4.8%) | 11 (2.7%) | |
4 WC (cm) | 72.43 (7.96) | 69.10 (6.58) | 0.025 |
5 HC (cm) | 88.60 (8) | 91.53 (7.62) | 0.280 |
6 FMI (kg/m2) | 6.86 (4.79) | 8.81 (3.45) | <0.001 |
7 MVPA (min/week) | 811.14 (574.87) | 674.98 (510.08) | 0.042 |
Maternal education (n, %) | |||
Low | 140 (33.5 %) | 112 (29.1 %) | 0.007 |
Medium | 115 (27.5 %) | 140 (36.4%) | |
High | 163 (39.0 %) | 133 (34.5 %) | |
Energy intake (kcal/day) | 2813.49 (857.77) | 2156.17 (533.71) | <0.001 |
Total free sugars intake (g) | 102.60 (63.74) | 87.58 (49.71) | <0.001 |
% energy from free sugars | 14.26 (6.81) | 16.03 (7.24) | 0.278 |
Food Groups | Males | Females | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Normal Weight | Overweight | Obesity | Normal Weight | Overweight | Obesity | |||||||||
1 M | 2 SD | M | SD | M | SD | p-Value | M | SD | M | SD | M | SD | p-Value | |
Cake, pies, biscuits | 15.28 | 5.05 | 15.78 | 5.23 | 15.06 | 4.70 | 0.870 | 13.83 | 4.70 | 14.36 | 5.28 | 12.72 | 4.61 | 0.220 |
Breakfast cereals | 16.48 | 4.18 | 17.13 | 4.71 | 16.81 | 4.92 | 0.887 | 14.61 | 3.88 | 15.28 | 3.90 | 14.96 | 4.37 | 0.697 |
Carbonated and soft drinks * | 16.77 | 6.04 | 17.48 | 6.63 | 16.14 | 5.36 | 0.711 | 15.46 | 5.32 | 15.65 | 6.13 | 14.77 | 4.97 | 0.544 |
Chocolate | 16.69 | 5.80 | 18.02 | 4.71 | 17.17 | 5.06 | 0.614 | 14.92 | 5.17 | 15.64 | 5.22 | 14.70 | 5.42 | 0.666 |
Confectionary non chocolate | 18.20 | 4.38 | 18.17 | 3.83 | 17.30 | 3.18 | 0.558 | 15.90 | 4.06 | 15.78 | 4.27 | 15.52 | 2.90 | 0.632 |
Desserts puddings ** | 17.58 | 2.73 | 17.48 | 3.41 | 17.97 | 2.98 | 0.793 | 14.90 | 2.83 | 15.48 | 3.74 | 14.71 | 3.80 | 0.240 |
Fruit vegetables juices | 16.34 | 5.69 | 17.01 | 5.98 | 16.44 | 5.70 | 0.932 | 14.78 | 5.02 | 15.02 | 5.84 | 13.78 | 5.91 | 0.272 |
Other sources | 15.36 | 6.88 | 16.26 | 7.81 | 14.72 | 6.64 | 0.684 | 14.02 | 6.16 | 14.34 | 7.08 | 12.62 | 6.48 | 0.168 |
Sugar, honey, and jam | 16.78 | 4.41 | 16.93 | 4.49 | 15.38 | 3.77 | 0.235 | 15.64 | 3.80 | 15.55 | 4.55 | 14.76 | 3.12 | 0.180 |
Total free sugars intake | 102.85 | 63.72 | 104.33 | 64.25 | 90.96 | 64.56 | 0.606 | 95.34 | 57.39 | 94.91 | 62.36 | 78.94 | 58.43 | 0.158 |
Models | Males | Females | ||||||
---|---|---|---|---|---|---|---|---|
Basic Model 1 1 | BMI | |||||||
β-Coefficient | 95% CI | p-Value | β-Coefficient | 95% CI | p-Value | |||
Lower | Upper | Lower | Upper | |||||
Total free sugars (g) | −0.004 | −0.009 | 0.001 | 0.122 | −0.003 | −0.009 | 0.002 | 0.273 |
Total energy intake (kcal/day) | 0.000 | 0.000 | 0.001 | 0.414 | 0.000 | −0.001 | 0.000 | 0.676 |
Adjusted model | ||||||||
Total free sugars (g) * | −0.004 | −0.009 | 0.001 | 0.132 | −0.004 | −0.010 | 0.002 | 0.169 |
Total energy intake (kcal/day) ** | 0.000 | 0.000 | 0.001 | 0.244 | 0.000 | −0.001 | 0.000 | 0.402 |
Basic Model 1 1 | FMI | |||||||
β-Coefficient | 95% CI | p-Value | β-Coefficient | 95% CI | p-Value | |||
Lower | Upper | Lower | Upper | |||||
Total free sugars (g) | −0.006 | −0.013 | 0.001 | 0.087 | −0.009 | −0.016 | −0.002 | 0.012 |
Total energy intake (kcal/day) | 0.000 | −0.001 | 0.000 | 0.282 | −0.001 | −0.001 | 0.000 | 0.208 |
Adjusted model | ||||||||
Total free sugars (g) * | −0.006 | −0.014 | 0.001 | 0.115 | −0.010 | −0.017 | −0.003 | 0.005 |
Total energy intake (kcal/day) ** | 0.000 | −0.001 | 0.000 | 0.568 | −0.001 | −0.001 | 0.000 | 0.069 |
Food Groups | BMI | |||||||
Males | Females | |||||||
Model 1 1 | Model 1 | |||||||
β | 95% CI | p-Value | β | 95% CI | p-Value | |||
Lower | Upper | Lower | Upper | |||||
Cake, pies, biscuits | −0.032 | −0.092 | 0.028 | 0.290 | 0.006 | −0.062 | 0.073 | 0.873 |
Breakfast cereals | −0.006 | −0.079 | 0.066 | 0.866 | 0.033 | −0.059 | 0.125 | 0.484 |
Carbonated and soft drinks * | −0.012 | −0.062 | 0.038 | 0.633 | −0.022 | −0.089 | 0.044 | 0.513 |
Chocolate | 0.000 | −0.053 | 0.053 | 0.996 | −0.014 | −0.083 | 0.054 | 0.677 |
Confectionary non chocolate | −0.028 | −0.100 | 0.044 | 0.445 | −0.015 | −0.097 | 0.068 | 0.729 |
Desserts puddings * | 0.015 | −0.093 | 0.124 | 0.778 | 0.017 | −0.084 | 0.119 | 0.737 |
Fruit vegetables juices | 0.001 | −0.054 | 0.055 | 0.980 | −0.049 | −0.119 | 0.020 | 0.165 |
Other sources | −0.014 | −0.058 | 0.029 | 0.512 | −0.029 | −0.084 | 0.027 | 0.314 |
Sugar, honey, and jam | −0.059 | −0.129 | 0.011 | 0.100 | 0.015 | −0.079 | 0.109 | 0.756 |
Food Groups | FMI | |||||||
Males | Females | |||||||
Model 1 | Model 1 | |||||||
β | 95% CI | p-Value | β | 95% CI | p-Value | |||
Lower | Upper | Lower | Upper | |||||
Cake, pies, biscuits | −0.059 | −0.145 | 0.028 | 0.185 | −0.068 | −0.150 | 0.014 | 0.102 |
Breakfast cereals | −0.032 | −0.137 | 0.073 | 0.551 | −0.046 | −0.157 | 0.066 | 0.420 |
Carbonated and soft drinks * | −0.025 | −0.097 | 0.047 | 0.491 | −0.078 | −0.158 | 0.002 | 0.055 |
Chocolate | −0.019 | −0.095 | 0.058 | 0.633 | −0.096 | −0.177 | −0.014 | 0.022 |
Confectionary non chocolate | −0.040 | −0.145 | 0.065 | 0.452 | −0.077 | −0.176 | 0.023 | 0.132 |
Desserts puddings ** | 0.040 | −0.117 | 0.196 | 0.617 | −0.032 | −0.154 | 0.090 | 0.607 |
Fruit vegetables juices | −0.006 | −0.085 | 0.073 | 0.882 | −0.139 | −0.223 | −0.056 | 0.001 |
Other sources | −0.038 | −0.101 | 0.024 | 0.229 | −0.098 | −0.164 | −0.031 | 0.004 |
Sugar, honey, and jam | −0.94 | −0.195 | 0.007 | 0.069 | −0.030 | −0.144 | 0.083 | 0.603 |
Food Groups | 1 BMI Categories | ||||||||
---|---|---|---|---|---|---|---|---|---|
Males | Females | ||||||||
Free Sugars Categories | Odd Ratio | 95% 2 CI | p-Value | Odd Ratio | 95% CI | p-Value | |||
Lower | Upper | Lower | Upper | ||||||
Cakes, pies, and biscuits | Non-consumers | Ref | Ref | Ref | 0.009 | Ref | Ref | Ref | 0.975 |
Consumers | 0.455 | 0.251 | 0.824 | 1.012 | 0.469 | 2.186 | |||
Breakfast cereals | Non-consumers | Ref | Ref | Ref | 0.513 | Ref | Ref | Ref | 0.021 |
Consumers | 1.227 | 0.665 | 2.265 | 0.423 | 0.204 | 0.878 | |||
Carbonated and soft drinks * | Non-consumers | Ref | Ref | Ref | 0.904 | Ref | Ref | Ref | 0.564 |
Consumers | 0.959 | 0.482 | 1.905 | 0.826 | 0.432 | 1.580 | |||
Chocolate | Non-consumers | Ref | Ref | Ref | 0.358 | Ref | Ref | Ref | 0.473 |
Consumers | 0.756 | 0.416 | 1.373 | 0.801 | 0.436 | 1.470 | |||
Confectionary non chocolate | Non-consumers | Ref | Ref | Ref | 0.105 | Ref | Ref | Ref | 0.537 |
Consumers | 1.686 | 0.897 | 3.171 | 1.220 | 0.649 | 2.294 | |||
Desserts puddings ** | Non-consumers | Ref | Ref | Ref | 0.585 | Ref | Ref | Ref | 0.371 |
Consumers | 1.224 | 0.592 | 2.531 | 0.717 | 0.345 | 1.488 | |||
Fruit and vegetables juices | Non-consumers | Ref | Ref | Ref | 0.349 | Ref | Ref | Ref | 0.009 |
Consumers | 1.335 | 0.729 | 2.445 | 2.733 | 1.286 | 5.810 | |||
Sugar, honey, and jam | Non-consumers | Ref | Ref | Ref | 0.979 | Ref | Ref | Ref | 0.830 |
Consumers | 1.009 | 0.558 | 1.824 | 0.930 | 0.478 | 1.808 |
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. |
© 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
Share and Cite
Flieh, S.M.; Moreno, L.A.; Miguel-Berges, M.L.; Stehle, P.; Marcos, A.; Molnár, D.; Widhalm, K.; Béghin, L.; De Henauw, S.; Kafatos, A.; et al. Free Sugar Consumption and Obesity in European Adolescents: The HELENA Study. Nutrients 2020, 12, 3747. https://doi.org/10.3390/nu12123747
Flieh SM, Moreno LA, Miguel-Berges ML, Stehle P, Marcos A, Molnár D, Widhalm K, Béghin L, De Henauw S, Kafatos A, et al. Free Sugar Consumption and Obesity in European Adolescents: The HELENA Study. Nutrients. 2020; 12(12):3747. https://doi.org/10.3390/nu12123747
Chicago/Turabian StyleFlieh, Sondos M., Luis A. Moreno, María L. Miguel-Berges, Peter Stehle, Ascensión Marcos, Dénes Molnár, Kurt Widhalm, Laurent Béghin, Stefaan De Henauw, Anthony Kafatos, and et al. 2020. "Free Sugar Consumption and Obesity in European Adolescents: The HELENA Study" Nutrients 12, no. 12: 3747. https://doi.org/10.3390/nu12123747