Modifiable risk factors in relation to changes in BMI and fatness: What have we learned from prospective studies of school-aged children

International Journal of Obesity

Volumn 33, Issue 7, 2009, Pages 705-715

  Must, A ^a   Barish, E E ^b   Bandini, L G ^b,c  

^a TUFTS UNIVERSITY SCHOOL OF MEDICINE   (United States)

^b BOSTON UNIVERSITY   (United States)

^c UNIVERSITY OF MASSACHUSETTS MEDICAL SCHOOL   (United States)

Author keywords

BMI; Dietary factors; Inactivity; Physical activity; Prospective studies; Risk factors

Indexed keywords

ADOLESCENT; BEVERAGE; BODY FAT; BODY MASS; CHILD; COFFEE; CONTROLLED STUDY; DIETARY INTAKE; HUMAN; LIFESTYLE MODIFICATION; MAJOR CLINICAL STUDY; OBESITY; OBSERVATIONAL STUDY; OUTCOMES RESEARCH; PHYSICAL ACTIVITY; PRIMARY PREVENTION; PRIORITY JOURNAL; PROSPECTIVE STUDY; REVIEW; RISK FACTOR; SCHOOL CHILD; SECONDARY PREVENTION; SITTING; SLEEP; TEA; WEIGHT CHANGE; CALORIC INTAKE; DIET; FEEDING BEHAVIOR; FEMALE; MALE; MOTOR ACTIVITY; PATHOPHYSIOLOGY; PHYSIOLOGY; PSYCHOLOGY;

BODY MASS INDEX; CHILD; DIET; ENERGY INTAKE; FEEDING BEHAVIOR; FEMALE; HUMANS; MALE; MOTOR ACTIVITY; OBESITY; PROSPECTIVE STUDIES; RISK FACTORS; SLEEP;

EID: 67650444050     PISSN: 03070565     EISSN: 14765497     Source Type: Journal    
DOI: 10.1038/ijo.2009.60     Document Type: Review

References (91)

1. Economos CE, Hyatt RR, Goldberg JP, Must A, Naumova EN, Collins JJ et al. A community-based environmental change intervention reduces BMI z-score in children: shape up Somerville first year results. Obes Res 2007; 15: 1325-1336.
2. Foster GD, Sherman S, Borradaile KE, Grundy KM, Vander Veur SS, Nachmani J et al. A policy-based school intervention to prevent overweight and obesity. Pediatrics 2008; 121: e794-e802.
3. Taylor RW, McAuley KA, Barbezat W, Strong A, Williams SM, Mann JI. APPLE Project: 2-y findings of a community-based obesity prevention program in primary school age children. Am J Clin Nutr 2007; 86: 735-742.
4. Doak CM, Visscher TLS, Renders CM, Seidell JC. The prevention of overweight and obesity in children and adolescents: a review of interventions and programmes. Obes Rev 2006; 7: 111-136.
5. Flynn MAT, McNeil DA, Maloff B, Mutasingwa D, Wu M, Ford C et al. Reducing obesity and related chronic disease risk in children and youth: a synthesis of evidence with 'best practice' recommendations. Obes Rev 2006; 7: 7-66.
6. Summerbell CD, Waters E, Edmunds LD, Kelly S, Brown T, Campbell KJ. Interventions for preventing obesity in children. [update of Cochrane Database Syst Rev. 2002;(2):CD001871; PMID: 12076426]. Cochrane Database of Syst Rev 2005; CD001871.
7. Johnson RK. Dietary intake-how do we measure what people are really eating? Obes Res 2002; 10: 63S-68S.
8. Livingstone MB, Robson PJ. Measurement of dietary intake in children. Proc Nutr Soc 2000; 59: 279-293.
9. Livingstone MBE, Robson PJ, Wallace JMW. Issues in dietary intake assessment of children and adolescents. Brit J Nutr 2004; 92: S213-S222.
10. Berkey CS, Rockett HRH, Field AE, Gillman MW, Colditz GA. Sugar-added beverages and adolescent weight change. Obes Res2004; 12: 778-788.
11. Tam CS, Garnett SP, Cowell CT, Campbell K, Cabrera G, Baur LA. Soft drink consumption and excess weight gain in Australian school students: results from the Nepean study. Int J Obes 2006; 30: 1091-1093.
12. Ludwig DS, Peterson KE, Gortmaker SL. Relation between consumption of sugar-sweetened drinks and childhood obesity: a prospective, observational analysis. Lancet 2001; 357: 505-508.
13. Phillips SM, Bandini LG, Naumova EN, Cyr H, Colclough S, Dietz WH et al. Energy-dense snack food intake in adolescence: longitudinal relationship to weight and fatness. Obes Res 2004; 12: 461-472.
14. Striegel-Moore RH, Thompson D, Affenito SG, Franko DL, Obarzanek E, Barton BA et al. of beverage intake in adolescent girls: the National Heart, Lung, and Blood Institute Growth and Health Study. J Pediatr 2006; 148: 183-187.
15. Blum JW, Jacobsen DJ, Donnelly JE. Beverage consumption patterns in elementary school aged children across a two-year period. J Am Coll Nutr 2005; 24: 93-98.
16. Johnson L, Mander AP, Jones LR, Emmett PM, Jebb SA. Is sugarsweetened beverage consumption associated with increased fatness in children? Nutrition 2007; 23: 557-563.
17. Beridot-Therond ME, Arts I, Fantino M, De La Gueronniere V. Short-term effects of the flavour of drinks on ingestive behaviours in man. Appetite 1998; 31: 67-81.
18. De Castro JM. The effects of the spontaneous ingestion of particular foods or beverages on the meal pattern and overall nutrient intake of humans. Physiol Behavior 1993; 53: 1133-1144.
19. Rolls BJ, Kim S, Fedoroff IC. Effects of drinks sweetened with sucrose or aspartame on hunger, thirst and food intake in men. Physiol Behavior 1990; 48: 19-26.
20. French SA, Lin B-H, Guthrie JF. National trends in soft drink consumption among children and adolescents age 6-17 years: prevalence, amounts, and sources, 1977/1978 to 1994/1998. J Am Diet Assoc 2003; 103: 1326-1331.
21. Field AE, Gillman MW, Rosner B, Rockett HR, Colditz GA. Association between fruit and vegetable intake and change in body mass index among a large sample of children and adolescents in the United States. Int J Obes Relat Metab Disord2003; 27: 821-826.
22. Havel PJ, Havel PJ. Dietary fructose: implications for dysregulation of energy homeostasis and lipid/carbohydrate metabolism. Nutr Rev 2005; 63: 133-157.
23. Kanarek RB, Orthen-Gambill N. Differential effects of sucrose, fructose and glucose on carbohydrate-induced obesity in rats. J Nutr 1982; 112: 1546-1554.
24. White JS. Straight talk about high-fructose corn syrup: what it is and what it ain't. Am J Clin Nutr 2008; 88: 1716S-1721S.
25. Papakonstantinou E, Flatt WP, Huth PJ, Harris RBS. High dietary calcium reduces body fat content, digestibility of fat, and serum vitamin D in rats. Obes Res 2003; 11: 387-394.
26. Shi H, Dirienzo D, Zemel MB. Effects of dietary calcium on adipocyte lipid metabolism and body weight regulation in energy-restricted aP2-agouti transgenic mice. FASEB Journal2001; 15: 291-293.
27. Alberston AM, Good CK, Holschuh NM, Eldridge EL. The relationship between dietary calcium intake and body mass index in adult women: data from the Continuing Survey of Food Intake by Individuals, 1994-96. FASEB Journal 2003; 17: A289.
28. Zemel MB, Shi H, Greer B, Dirienzo D, Zemel PC. Regulation of adiposity by dietary calcium. FASEB Journal 2000; 14: 1132-1138.
29. Berkey CS, Rockett HRH, Willett WC, Colditz GA. Milk, dairy fat, dietary calcium, and weight gain. Arch Pediatr Adolesc Med 2005; 159: 543-550.
30. Phillips SM, Bandini LG, Cyr H, Colclough-Douglas S, Naumova E, Must A. Dairy food consumption and body weight and fatness studied longitudinally over the adolescent period. Int J Obes Relat Metab Disord 2003; 27: 1106-1113.
31. Field AE, Austin SB, Gillman MW, Rosner B, Rockett HR, Colditz GA. Snack food intake does not predict weight change among children and adolescents. Int J Obes Relat Metab Disord 2004; 28: 1210-1216.
32. Francis LA, Lee Y, Birch LL. Parental weight status and girls' television viewing, snacking, and body mass indexes. Obes Res2003; 11: 143-151.
33. ughlin J, Gray-Donald K, Paradis G, Meshefedjian G. Oneand two-year predictors of excess weight gain among elementary schoolchildren in multiethnic, low-income, inner-city neighborhoods. Am J Epidemiol 2000; 152: 739-746.
34. Must A, Phillips S, Bandini L. Longitudinal fruit and vegetable consumption, fiber, and glycemic load as predictors of fatness and relative weight change over adolescence in girls. Obes Res2005; 13: A152-A153.
35. Berkey CS, Rockett HR, Field AE, Gillman MW, Frazier AL, Camargo Jr CA et al. Activity, dietary intake, and weight changes in a longitudinal study of preadolescent and adolescent boys and girls. Pediatrics 2000; 105: E56.
36. Magarey AM, Daniels LA, Boulton TJ, Cockington RA. Does fat intake predict adiposity in healthy children and adolescents aged 2-15 y? A longitudinal analysis. Eur J Clin Nutr 2001; 55: 471-481.
37. Maffeis C, Talamini G, Tato L. Influence of diet, physical activity and parents' obesity on children's adiposity: a four-year longitudinal study. Int J Obes Relat Metab Disord 1998; 22: 758-764.
38. Rolland-Cachera MF, Deheeger M, Akrout M, Bellisle F. Influence of macronutrients on adiposity development: a follow up study of nutrition and growth from 10 months to 8 years of age. Int J Obes Relat Metab Disord 1995; 19: 573-578.
39. Lin B, Guthrie J, Frazão E. Nutrient Contribution of Food Away from Home. USDA, Economic Research Service: Washington (DC), 1999.
40. Taveras EM, Berkey CS, Rifas-Shiman SL, Ludwig DS, Rockett HR, Field AE et al. Association of consumption of fried food away from home with body mass index and diet quality in older children and adolescents. Pediatrics 2005; 116: e518-e524.
41. Thompson OM, Ballew C, Resnicow K, Must A, Bandini LG, Cyr H et al. Food purchased away from home as a predictor of change in BMI z-score among girls. Int J Obes Relat Metab Disord 2004; 28: 282-289.
42. Affenito SG, Thompson DR, Barton BA, Franko DL, Daniels SR, Obarzanek E et al. Breakfast consumption by African-American and white adolescent girls correlates positively with calcium and fiber intake and negatively with body mass index. J Am Diet Assoc2005; 105: 938-945.
43. Barton BA, Eldridge AL, Thompson D, Affenito SG, Striegel-Moore RH, Franko DL et al. The relationship of breakfast and cereal consumption to nutrient intake and body mass index: the National Heart, Lung, and Blood Institute Growth and Health Study. J Am Diet Assoc 2005; 105: 1383-1389.
44. Berkey CS, Rockett HRH, Gillman MW, Field AE, Colditz GA. Longitudinal study of skipping breakfast and weight change in adolescents. Int J Obes 2003; 27: 1258-1266.
45. Thompson OM, Ballew C, Resnicow K, Gillespie C, Must A, Bandini LG et al. Dietary pattern as a predictor of change in BMI z-score among girls. Int J Obes 2006; 30: 176-182.
46. Berkey CS, Rockett HRH, Gillman MW, Colditz GA. One-year changes in activity and in inactivity among 10- to 15-year-old boys and girls: relationship to change in body mass index. Pediatrics 2003; 111: 836-843.
47. Must A, Bandini LG, Tybor DJ, Phillips SM, Naumova EN, Dietz WH. Activity, inactivity, and screen time in relation to weight and fatness over adolescence in girls. Obesity 2007; 15: 1774-1781.
48. Stevens J, Murray DM, Baggett CD, Elder JP, Lohman TG, Lytle LA et al. Objectively assessed associations between physical activity and body composition in middle-school girls: the Trial of Activity for Adolescent Girls. Am J Epidemiol 2007; 166: 1298-1305.
49. Moore LL, Gao D, Bradlee ML, Cupples LA, Sundarajan-Ramamurti A, Proctor MH et al. Does early physical activity predict body fat change throughout childhood? Prev Med 2003; 37: 10-17.
50. Horn OK, Paradis G, Potvin L, Macaulay AC, Desrosiers S. Correlates and predictors of adiposity among Mohawk children. Prev Med 2001; 33: 274-281.
51. Proctor MH, Moore LL, Gao D, Cupples LA, Bradlee ML, Hood MY et al. Television viewing and change in body fat from preschool to early adolescence: the Framingham Children's Study. Int J Obes Relat Metab Disord 2003; 27: 827-833.
52. Davison KK, Marshall SJ, Birch LL. Cross-sectional and longitudinal associations between TV viewing and girls' body mass index, overweight status, and percentage of body fat. J Pediatr2006; 149: 32-37.
53. Robinson TN, Hammer LD, Killen JD, Kraemer HC, Wilson DM, Hayward C et al. Does television viewing increase obesity and reduce physical activity? Cross-sectional and longitudinal analyses among adolescent girls. Pediatrics 1993; 91: 273-280.
54. Hancox RJ, Milne BJ, Poulton R. Association between child and adolescent television viewing and adult health: a longitudinal birth cohort study. Lancet 2004; 364: 257-262.
55. Viner RM, Cole TJ. Television viewing in early childhood predicts adult body mass index. J Pediatr 2005; 147: 429-435.
56. Robinson TN, Killen JD. Ethnic and gender differences in the relationship between television viewing and obesity, physical activity and dietary fat intake. J Health Educ 1995; 26: 91-98.
57. Taras HL, Sallis JF, Patterson TL, Nader PR, Nelson JA. Television's influence on children's diet and physical activity. J Dev Behav Pediatr 1989; 10: 176-180.
58. Dietz WH. The role of lifestyle in health: the epidemiology and consequences of inactivity. Proc Nutr Soc 1996; 55: 829-840.
59. Dietz WH, Bandini LG, Morelli JA, Peers KF, Ching PL. Effect of sedentary activities on resting metabolic rate. Am J Clin Nutr1994; 59: 556-559.
60. Segal KR, Dietz WH. Physiologic responses to playing a video game. Am J Dis Child 1991; 145: 1034-1036.
61. Crespo CJ, Smit E, Troiano RP, Bartlett SJ, Macera CA, Andersen RE. Television watching, energy intake, and obesity in US children: results from the third National Health and Nutrition Examination Survey, 1988-1994. Arch Pediatr Adolesc Med 2001; 155: 360-365.
62. Rideout VJ, Roberts DF, Foehr UG. Generation M: Media in the Lives of 8-18 Year-olds. The Henry J Kaiser Family Foundation: Menlo Park, CA, 2005.
63. Mellecker RR, McManus AM. Energy Expenditure and Cardiovascular Responses to Seated and Active Gaming in Children. Arch Pediatr Adolesc Med 2008; 162: 886-891.
64. West Virginia University. WV Games For Health, 26 June 2008, http://wvgamesforhealth wvu.edu/.
65. Ainsworth BE, Haskell WL, Whitt MC, Irwin ML, Swartz AM, Strath SJ et al. Compendium of physical activities: an update of activity codes and MET intensities. Med Sci Sports Exerc 2000; 32: S498-S504.
66. Seale JL, Conway JM. Relationship between overnight energy expenditure and BMR measured in a room-sized calorimeter. Eur J Clin Nutr 1999; 53: 107-111.
67. Reilly JJ, Armstrong J, Dorosty AR, Emmett PM, Ness A, Rogers I et al. Early life risk factors for obesity in childhood: cohort study. BMJ 2005; 330: 1357.
68. Agras WS, Hammer LD, McNicholas F, Kraemer HC. Risk factors for childhood overweight: a prospective study from birth to 9.5 years (erratum appears in J Pediatr. 2004 Sep;145(3):424). J Pediatr 2004; 145: 20-25.
69. Mamun AA, Lawlor DA, Cramb S, O0Callaghan M, Williams G, Najman J. Do Childhood Sleeping Problems Predict Obesity in Young Adulthood? Evidence from a Prospective Birth Cohort Study. Am J Epidemiol 2007; 166: 1368-1373.
70. Lumeng JC, Somashekar D, Appugliese D, Kaciroti N, Corwyn RF, Bradley RH. Shorter sleep duration is associated with increased risk for being overweight at ages 9-12 years. Pediatrics 2007; 120: 1020-1029.
71. Sekine M, Yamagami T, Handa K, Saito T, Nanri S, Kawaminami K et al. A dose-response relationship between short sleeping hours and childhood obesity: results of the Toyama Birth Cohort Study. Child Care Health Dev 2002; 28: 163-170.
72. Eisenmann JC, Ekkekakis P, Holmes M. Sleep duration and overweight among Australian children and adolescents. Acta Paediatr 2006; 95: 956-963.
73. World Health Organization/Food and Agriculture Organization. Diet nutrition and the prevention of chronic diseases-Report of a Joint WHO/ FAO Expert Consultation. World Health Organization: Geneva, 2003.
74. Forshee RA, Anderson PA, Storey ML. Changes in calcium intake and association with beverage consumption and demographics: comparing data from CSFII 1994-1996, 1998 and NHANES 1999-2002. J Am Coll Nutr 2006; 25: 108-116.
75. Household food consumption, Great Britain, 1974-2000 http:// www.statistics.gov.uk/StatBase/Expodata/Spreadsheets/D3802.xls.
76. Storey ML, Forshee RA, Anderson PA. Beverage consumption in the US population. J Am Diet Assoc 2006; 106: 1992-2000.
77. Rideout VJ, Foehr UG, Roberts DF, Brodie M. Kids & Media at the New Millenium. The Henry J. Kaiser Family Foundation: Menlo Park, CA, 1999.
78. Wang Y, Must A. Global Burden of Childhood Obesity. In: Kennedy E Deckelbaum R eds. The Nation's Nutrition. International Life Sciences Institute: Washington, DC, 2007.
79. Schwartz J, Byrd-Bredbenner C. Portion distortion: typical portion sizes selected by young adults. J Am Diet Assoc 2006; 106: 1412-1418.
80. Fulkerson JA, French SA. Cigarette smoking for weight loss or control among adolescents: gender and racial/ethnic differences. J Adolesc Health 2003; 32: 306-313.
81. Willett W. Nutritional epidemiology, 2nd edn. Oxford University Press: New York, 1998.
82. Keith SW, Redden DT, Katzmarzyk PT, Boggiano MM, Hanlon EC, Benca M et al. Putative contributors to the secular increase in obesity: exploring the roads less traveled. Int J Obes 2006; 30: 1585-1594.
83. Chen X, Beydoun MA, Wang Y. Is sleep duration associated with childhood obesity? A systematic review and meta-analysis. Obesity 2008; 16: 265-274.
84. Must A, Parisi SM. Sedentary behavior and sleep: paradoxical effects in association with childhood obesity. Int J Obes 2009; 33(Suppl 1): S82-S86.
85. Spiegel K, Knutson K, Leproult R, Tasali E, Van Cauter E. Sleep loss: a novel risk factor for insulin resistance and Type 2 diabetes. J Appl Physiol 2005; 99: 2008-2019.
86. Aygun AD, Gungor S, Ustundag B, Gurgoze MK, Sen Y. Proinflammatory cytokines and leptin are increased in serum of prepubertal obese children. Mediators Inflamm 2005; 3: 180-183.
87. Valle M, Martos R, Gascon F, Canete R, Zafra MA, Morales R. Lowgrade systemic inflammation, hypoadiponectinemia and a high concentration of leptin are present in very young obese children, and correlate with metabolic syndrome. Diabetes Metab 2005; 31: 55-62.
88. Anderson SE, Cohen P, Naumova EN, Must A. Association of depression and anxiety disorders with weight change in a prospective community-based study of children followed up into adulthood. Arch Pediatr Adolesc Med 2006; 160: 285-291.
89. Goodman E, Whitaker RC. A prospective study of the role of depression in the development and persistence of adolescent obesity. Pediatrics 2002; 110: 497-504.
90. Anderson SE, Cohen P, Naumova EN, Must A. Relationship of childhood behavior disorders to weight gain from childhood into adulthood. Ambulatory Pediatr 2006; 6: 297-301.
91. Schafer JL, Kang J. Average causal effects from nonrandomized studies: a practical guide and simulated example. Psychol Methods2008; 13: 279-313.