Methodologies to assess paediatric adiposity

Irish Journal of Medical Science

Volumn 184, Issue 1, 2015, Pages 53-68

  Horan, M ^a   Gibney, E ^a   Molloy, E ^a,b   McAuliffe, F ^a  

^a UNIVERSITY COLLEGE DUBLIN   (Ireland)

^b ROYAL COLLEGE OF SURGEONS IN IRELAND   (Ireland)

Author keywords

Body composition; Childhood BMI; Growth references; Growth standards; Paediatric anthropometry; Paediatric obesity; Skinfold

Indexed keywords

ADULT; BODY COMPOSITION; BODY MASS; BODY WEIGHT; CHILD; COMPUTER ASSISTED TOMOGRAPHY; HUMAN; NUCLEAR MAGNETIC RESONANCE IMAGING; OBESITY; PHOTON ABSORPTIOMETRY; PHYSIOLOGY; PROCEDURES; SKINFOLD THICKNESS;

ABSORPTIOMETRY, PHOTON; ADIPOSITY; ADULT; BODY COMPOSITION; BODY MASS INDEX; BODY WEIGHT; CHILD; HUMANS; MAGNETIC RESONANCE IMAGING; OBESITY; SKINFOLD THICKNESS; TOMOGRAPHY, X-RAY COMPUTED;

EID: 84934966779     PISSN: 00211265     EISSN: 18634362     Source Type: Journal    
DOI: 10.1007/s11845-014-1124-1     Document Type: Review

References (134)

1. Han JC, Lawlor DA, Kimm SY (2010) Childhood obesity. Lancet 375(9727):1737–1748. doi:10.1016/s0140-6736(10)60171-7
2. McGowan CA, McAuliffe FM (2010) The influence of maternal glycaemia and dietary glycaemic index on pregnancy outcome in healthy mothers. Br J Nutr 104(02):153–159
3. Gunnell DJ, Frankel SJ, Nanchahal K, Peters TJ, Smith GD (1998) Childhood obesity and adult cardiovascular mortality: a 57-y follow-up study based on the Boyd Orr cohort. Am J Clin Nutr 67(6):1111–1118
4. Vanhala M, Vanhala P, Kumpusalo E, Halonen P, Takala J (1998) Relation between obesity from childhood to adulthood and the metabolic syndrome: population based study. BMJ: Br Med J 317(7154):319
5. Franks PW, Hanson RL, Knowler WC, Sievers ML, Bennett PH, Looker HC (2010) Childhood obesity, other cardiovascular risk factors, and premature death. N Engl J Med 362(6):485–493
6. Goran MI (1998) Measurement issues related to studies of childhood obesity: assessment of body composition, body fat distribution, physical activity, and food intake. Pediatrics 101(Suppl 2):505–518
7. Panpanich R, Garner P (1999) Growth monitoring in children. Cochrane Database Syst Rev 4
8. UNICEF (2008) Experts’ consultation on growth monitoring and promotion strategies: program guidance for a way forward. Recommendations from a Technical Consultation. UNICEF Headquarters, New York, USA
9. Gorstein J, Sullivan K, Yip R, De Onis M, Trowbridge F, Fajans P, Clugston G (1994) Issues in the assessment of nutritional status using anthropometry. Bull World Health Organ 72(2):273
10. Group WMGRS (2006) WHO child growth standards based on length/height, weight and age. Acta Paediatr Suppl (Oslo, Norway: 1992) 450:76−85
11. Lohman T, Roche A, Martorell R (1991) Anthropometric Standardization reference manual, Abridged edition. Human Kinetics Books, Champaign
12. Control CoD (2007) National Health and Nutrition Examination Survey (NHANES) anthropometry procedures manual
13. Cheng JC, Leung S, Chiu B, Tse P, Lee C, Chan A, Xia G, Leung A, Xu Y (1998) Can we predict body height from segmental bone length measurements? A study of 3,647 children. J Pediatr Orthop 18(3):387–393
14. Yousafzai A, Filteau S, Wirz S, Cole T (2003) Comparison of armspan, arm length and tibia length as predictors of actual height of disabled and nondisabled children in Dharavi, Mumbai. Eur J Clin Nutr 57(10):1230–1234
15. Scholtens S, Brunekreef B, Visscher TL, Smit HA, Kerkhof M, De Jongste JC, Gerritsen J, Wijga AH (2007) Reported versus measured body weight and height of 4-year-old children and the prevalence of overweight. Eur J Public Health 17(4):369–374
16. Shannon B, Smiciklas-Wright H, Wang M (1991) Inaccuracies in self-reported weights and heights of a sample of sixth-grade children. J Am Diet Assoc 91(6):675–678
17. Elgar FJ, Roberts C, Tudor-Smith C, Moore L (2005) Validity of self-reported height and weight and predictors of bias in adolescents. J Adolesc Health 37(5):371–375
18. Wang Z, Patterson CM, Hills AP (2002) A comparison of self-reported and measured height, weight and BMI in Australian adolescents. Aust N Z J Public Health 26(5):473–478
19. Tanner JM, Whitehouse RH (1975) Revised standards for triceps and subscapular skinfolds in British children. Arch Dis Child 50(2):142–145
20. Cole T (2002) A chart to link child centiles of body mass index, weight and height. Eur J Clin Nutr 56(12)
21. Waterlow J (1972) Classification and definition of protein-calorie malnutrition. Br Med J 3(5826):566
22. Hoey HM, Tanner JM, Cox LA (1987) Clinical growth standards for Irish children. Acta Paediatr 76(s338):1–31
23. Health Service Executive, Ireland (2012) Training program for public health nurses and doctors in child health screening, surveillance and health promotion, Unit 6. http://www.hse.ie/eng/services/Publications/Children/Unit_6_Growth_Monitoring.pdf
24. Styles M, Cole T, Dennis J, Preece M (2002) New cross sectional stature, weight, and head circumference references for Down’s syndrome in the UK and Republic of Ireland. Arch Dis Child 87(2):104–108
25. Brooks J, Day S, Shavelle R, Strauss D (2011) Low weight, morbidity, and mortality in children with cerebral palsy: new clinical growth charts. Pediatrics 128(2):e299–e307
26. Krick J, Murphy-Miller P, Zeger S, Weight E (1996) Pattern of growth in children with cerebral palsy. J Am Diet Assoc 96(7):680–685
27. de Onis M, Onyango AW, Borghi E, Siyam A, Nishida C, Siekmann J (2007) Development of a WHO growth reference for school-aged children and adolescents. Bull World Health Organ 85(9):660–667
28. Prentice AM, Jebb SA (2001) Beyond body mass index. Obes Rev 2(3):141–147
29. Region WWP (2000) International association for the study of obesity. International obesity task force. The Asia-Pacific perspective: redefining obesity and its treatment. WHO Western Pacific Region, Geneva
30. Freedman DS, Sherry B (2009) The validity of BMI as an indicator of body fatness and risk among children. Pediatrics 124(Suppl 1):S23–S34
31. Cole TJ, Freeman JV, Preece MA (1995) Body mass index reference curves for the UK, 1990. Arch Dis Child 73(1):25–29
32. Rolland-Cachera MF, Cole TJ, Sempe M, Tichet J, Rossignol C, Charraud A (1991) Body mass index variations: centiles from birth to 87 years. Eur J Clin Nutr 45(1):13–21
33. Lindgren G, Strandell A, Cole T, Healy M, Tanner J (1995) Swedish population reference standards for height, weight and body mass index attained at 6 to 16 years (girls) or 19 years (boys). Acta Paediatr 84(9):1019–1028
34. Schaefer F, Georgi M, Wühl E, Schärer K (1998) Body mass index and percentage fat mass in healthy German schoolchildren and adolescents. Int J Obes Relat Metab Disord 22(5):461–469
35. Nysom K, Mølgaard C, Hutchings B, Fleischer Michaelsen K (2001) Body mass index of 0 to 45-y-old Danes: reference values and comparison with published European reference values. Int J Obes Relat Metab Disord 25(2):177–184
36. Michaelsen KF (2010) WHO growth standards—should they be implemented as national standards? J Pediatr Gastroenterol Nutr 51:S151–S152
37. Rolland-Cachera MF (2011) Childhood obesity: current definitions and recommendations for their use. Int J Pediatr Obes 6(5–6):325–331
38. Nutrition SACo (2007) Application of the WHO growth standards in the UK. Report prepared by the joint SACN/RCPCH expert group on growth standards
39. Gläßer N, Zellner K, Kromeyer-Hauschild K (2011) Validity of body mass index and waist circumference to detect excess fat mass in children aged 7–14 years. Eur J Clin Nutr 65(2):151–159
40. Lee S, Kuk JL, Davidson LE, Hudson R, Kilpatrick K, Graham TE, Ross R (2005) Exercise without weight loss is an effective strategy for obesity reduction in obese individuals with and without type 2 diabetes. J Appl Physiol 99(3):1220–1225
41. Kipping RR, Jago R, Lawlor DA (2008) Obesity in children. Part 1: epidemiology, measurement, risk factors, and screening. BMJ: Br Med J (International Edition) 337:922–927
42. McCarthy H, Jarrett K, Crawley H (2001) Original communications—the development of waist circumference percentiles in British children aged 5.0–16.9 y. Eur J Clin Nutr 55(10):902–907
43. Freedman DS, Serdula MK, Srinivasan SR, Berenson GS (1999) Relation of circumferences and skinfold thicknesses to lipid and insulin concentrations in children and adolescents: the Bogalusa Heart Study. Am J Clin Nutr 69(2):308–317
44. McCarthy HD, Ellis SM, Cole TJ (2003) Central overweight and obesity in British youth aged 11–16 years: cross sectional surveys of waist circumference. BMJ 326(7390):624
45. Maffeis C, Grezzani A, Pietrobelli A, Provera S, Tato L (2001) Does waist circumference predict fat gain in children? Int J Obes Relat Metab Disord 25(7):978–983
46. Moreno L, Fleta J, Mur L, Rodriquez G, Sarria A, Bueno M (1999) Waist circumference values in Spanish children—gender related differences. Eur J Clin Nutr 53(6):429–433
47. Taylor RW, Jones IE, Williams SM, Goulding A (2000) Evaluation of waist circumference, waist-to-hip ratio, and the conicity index as screening tools for high trunk fat mass, as measured by dual-energy X-ray absorptiometry, in children aged 3–19 y. Am J Clin Nutr 72(2):490–495
48. Sardinha LB, Santos R, Vale S, e Silva MJC, Raimundo AM, Moreira H, Baptista F, Mota J (2012) Waist circumference percentiles for Portuguese children and adolescents aged 10 to 18 years. Eur J Pediatr 171(3):499–505
49. McCarthy HD, Ashwell M (2006) A study of central fatness using waist-to-height ratios in UK children and adolescents over two decades supports the simple message—‘keep your waist circumference to less than half your height’. Int J Obes 30(6):988–992
50. Mokha JS, Srinivasan SR, DasMahapatra P, Fernandez C, Chen W, Xu J, Berenson GS (2010) Utility of waist-to-height ratio in assessing the status of central obesity and related cardiometabolic risk profile among normal weight and overweight/obese children: the Bogalusa Heart Study. BMC Pediatr 10(1):73
51. Kahn HS, Imperatore G, Cheng YJ (2005) A population-based comparison of BMI percentiles and waist-to-height ratio for identifying cardiovascular risk in youth. J Pediatr 146(4):482–488
52. Brambilla P, Bedogni G, Heo M, Pietrobelli A (2013) Waist circumference-to-height ratio predicts adiposity better than body mass index in children and adolescents. Int J Obes 37(7):943–946
53. Ashwell M, Gunn P, Gibson S (2012) Waist-to-height ratio is a better screening tool than waist circumference and BMI for adult cardiometabolic risk factors: systematic review and meta-analysis. Obes Rev 13(3):275–286
54. Savva S, Tornaritis M, Savva M, Kourides Y, Panagi A, Silikiotou N, Georgiou C, Kafatos A (2000) Waist circumference and waist-to-height ratio are better predictors of cardiovascular disease risk factors in children than body mass index. Int J Obes Relat Metab Disord 24(11):1453–1458
55. Hara M, Saitou E, Iwata F, Okada T, Harada K (2001) Waist-to-height ratio is the best predictor of cardiovascular disease risk factors in Japanese schoolchildren. J Atheroscler Thromb 9(3):127–132
56. Freedman DS, Kahn HS, Mei Z, Grummer-Strawn LM, Dietz WH, Srinivasan SR, Berenson GS (2007) Relation of body mass index and waist-to-height ratio to cardiovascular disease risk factors in children and adolescents: the Bogalusa Heart Study. Am J Clin Nutr 86(1):33–40
57. Wing RR, Jeffery RW, Burton LR, Thorson C, Kuller LH, Folsom AR (1992) Change in waist–hip ratio with weight loss and its association with change in cardiovascular risk factors. Am J Clin Nutr 55(6):1086–1092
58. De Ridder C, De Boer R, Seidell J, Nieuwenhoff C, Jeneson J, Bakker C, Zonderland M, Erich W (1992) Body fat distribution in pubertal girls quantified by magnetic resonance imaging. Int J Obes Relat Metab Disord 16(6):443–449
59. Neovius M, Linne Y, Rossner S (2005) BMI, waist-circumference and waist–hip-ratio as diagnostic tests for fatness in adolescents. Int J Obes 29(2):163–169
60. Fredriks AM, van Buuren S, Fekkes M, Verloove-Vanhorick SP, Wit JM (2005) Are age references for waist circumference, hip circumference and waist–hip ratio in Dutch children useful in clinical practice? Eur J Pediatr 164(4):216–222
61. Motil KJ (1998) Sensitive measures of nutritional status in children in hospital and in the field. Int J Cancer 78(S11):2–9
62. Brodie P, Moscrip M, Hdcr V, Hutcheon M (1998) Body composition measurement: a review of hydrodensitometry, anthropometry, and impedance methods. Nutrition 14(3):296–310
63. Oppliger RA, Clark RR, Kuta JM (1992) Efficacy of skinfold training clinics: a comparison between clinic trained and experienced testers. Res Q Exerc Sport 63(4):438–443
64. Durnin J, Womersley J (1974) Body fat assessed from total body density and its estimation from skinfold thickness: measurements on 481 men and women aged from 16 to 72 years. Br J Nutr 32(01):77–97
65. Jackson AS, Pollock ML, Ward A (1979) Generalized equations for predicting body density of women. Med Sci Sports Exerc 12(3):175–181
66. Jackson AS, Pollock ML (1978) Generalized equations for predicting body density of men. Br J Nutr 40(03):497–504
67. Peterson MJ, Czerwinski SA, Siervogel RM (2003) Development and validation of skinfold-thickness prediction equations with a 4-compartment model. Am J Clin Nutr 77(5):1186–1191
68. Reilly J, Wilson J, Durnin J (1995) Determination of body composition from skinfold thickness: a validation study. Arch Dis Child 73(4):305–310
69. Brook C (1971) Determination of body composition of children from skinfold measurements. Arch Dis Child 46(246):182–184
70. Deurenberg P, Pieters JJ, Hautvast JG (1990) The assessment of the body fat percentage by skinfold thickness measurements in childhood and young adolescence. Br J Nutr 63(02):293–303
71. Durnin J, Rahaman M (1967) The assessment of the amount of fat in the human body from measurements of skinfold thickness. Br J Nutr 21(03):681–689
72. Johnston JL, Leong MS, Checkland E, Zuberbuhler PC, Conger PR, Quinney H (1988) Body fat assessed from body density and estimated from skinfold thickness in normal children and children with cystic fibrosis. Am J Clin Nutr 48(6):1362–1366
73. Slaughter MH, Lohman T, Boileau R, Horswill C, Stillman R, Van Loan M, Bemben D (1988) Skinfold equations for estimation of body fatness in children and youth. Human Biol 60:709–723
74. De Onis M, Habicht J-P (1996) Anthropometric reference data for international use: recommendations from a World Health Organization Expert Committee. Am J Clin Nutr 64(4):650–658
75. Semiz S, Sabir N (2007) Comparison of ultrasonographic and anthropometric methods to assess body fat in childhood obesity. Int J Obes 31(1):53–58
76. Wells JC (2001) A critique of the expression of paediatric body composition data. Arch Dis Child 85(1):67–72
77. Oakley J, Parsons R, Whitelaw A (1977) Standards for skinfold thickness in British newborn infants. Arch Dis Child 52(4):287–290
78. Bray GA, DeLany JP, Volaufova J, Harsha DW, Champagne C (2002) Prediction of body fat in 12-y-old African American and white children: evaluation of methods. Am J Clin Nutr 76(5):980–990
79. Gutin B, Litaker M, Islam S, Manos T, Smith C, Treiber F (1996) Body-composition measurement in 9–11-y-old children by dual-energy X-ray absorptiometry, skinfold-thickness measurements, and bioimpedance analysis. Am J Clin Nutr 63(3):287–292
80. Caprio S, Hyman LD, McCarthy S, Lange R, Bronson M, Tamborlane WV (1996) Fat distribution and cardiovascular risk factors in obese adolescent girls: importance of the intraabdominal fat depot. Am J Clin Nutr 64(1):12–17
81. Geiss H, Parhofer K, Schwandt P (2001) Parameters of childhood obesity and their relationship to cardiovascular risk factors in healthy prepubescent children. Int J Obes Relat Metab Disord 25(6):830–837
82. Steinberger J, Jacobs D, Raatz S, Moran A, Hong C, Sinaiko A (2005) Comparison of body fatness measurements by BMI and skinfolds vs dual energy X-ray absorptiometry and their relation to cardiovascular risk factors in adolescents. Int J Obes 29(11):1346–1352
83. Moreno LA, Fleta J, Mur L, Feja C, Sarría A, Bueno M (1997) Indices of body fat distribution in Spanish children aged 4.0 to 14.9 years. J Pediatr Gastroenterol Nutr 25(2):175–181
84. Moreno L, Rodríguez G, Guillén J, Rabanaque M, León J, Ariño A (2002) Anthropometric measurements in both sides of the body in the assessment of nutritional status in prepubertal children. Eur J Clin Nutr 56(12):1208–1215
85. Gurrici S, Hartriyanti Y, Hautvast J, Deurenberg P (1998) Relationship between body fat and body mass index: differences between Indonesians and Dutch Caucasians. Eur J Clin Nutr 52(11):779–783
86. Moreno LA, Fleta J, Mur L, Sarría A, Bueno M (1998) Fat distribution in obese and nonobese children and adolescents. J Pediatr Gastroenterol Nutr 27(2):176–180
87. Krebs NF, Himes JH, Jacobson D, Nicklas TA, Guilday P, Styne D (2007) Assessment of child and adolescent overweight and obesity. Pediatrics 120(Suppl 4):S193–S228
88. Lukaski HC, Johnson PE, Bolonchuk W, Lykken G (1985) Assessment of fat-free mass using bioelectrical impedance measurements of the human body. Am J Clin Nutr 41(4):810–817
89. Ellis KJ, Bell SJ, Chertow GM, Chumlea WC, Knox TA, Kotler DP, Lukaski HC, Schoeller DA (1999) Bioelectrical impedance methods in clinical research: a follow-up to the NIH Technology Assessment Conference. Nutrition 15(11):874–880
90. Kyle UG, Bosaeus I, De Lorenzo AD, Deurenberg P, Elia M, Gómez JM, Heitmann BL, Kent-Smith L, Melchior J-C, Pirlich M (2004) Bioelectrical impedance analysis—part I: review of principles and methods. Clin Nutr 23(5):1226–1243
91. Gallagher M, Walker K, O’Dea K (1998) The influence of a breakfast meal on the assessment of body composition using bioelectrical impedance. Eur J Clin Nutr 52(2):94–97
92. de Beer M, Timmers T, Weijs PJ, Gemke RJ (2011) Validation of total body water analysis by bioelectrical impedance analysis with deuterium dilution in (pre) school children. e-SPEN: Eur e-J Clin Nutr Metab 6(5):e223–e226
93. Shafer KJ, Siders WA, Johnson LK, Lukaski HC (2009) Validity of segmental multiple-frequency bioelectrical impedance analysis to estimate body composition of adults across a range of body mass indexes. Nutrition 25(1):25–32
94. Parker L, Reilly JJ, Slater C, Wells JC, Pitsiladis Y (2003) Validity of six field and laboratory methods for measurement of body composition in boys. Obes Res 11(7):852–858
95. Radley D, Cooke C, Fuller N, Oldroyd B, Truscott J, Coward W, Wright A, Gately P (2009) Validity of foot-to-foot bio-electrical impedance analysis body composition estimates in overweight and obese children. Int J Body Compos Res 7(1):15
96. Talma H, Chinapaw M, Bakker B, HiraSing R, Terwee C, Altenburg T (2013) Bioelectrical impedance analysis to estimate body composition in children and adolescents: a systematic review and evidence appraisal of validity, responsiveness, reliability and measurement error. Obes Rev 14(11):895–905
97. Toombs RJ, Ducher G, Shepherd JA, Souza MJ (2012) The impact of recent technological advances on the trueness and precision of DXA to assess body composition. Obesity 20(1):30–39
98. Sopher AB, Thornton JC, Wang J, Pierson RN, Heymsfield SB, Horlick M (2004) Measurement of percentage of body fat in 411 children and adolescents: a comparison of dual-energy X-ray absorptiometry with a four-compartment model. Pediatrics 113(5):1285–1290
99. Wells JC, Haroun D, Williams JE, Wilson C, Darch T, Viner RM, Eaton S, Fewtrell MS (2010) Evaluation of DXA against the four-component model of body composition in obese children and adolescents aged 5–21 years. Int J Obes 34(4):649–655
100. Ward LC, Poston L, Godfrey KM, Koletzko B (2013) Assessing early growth and adiposity: report from an EarlyNutrition Academy Workshop. Ann Nutr Metab 63(1–2):120–130
101. Gately P, Radley D, Cooke C, Carroll S, Oldroyd B, Truscott J, Coward W, Wright A (2003) Comparison of body composition methods in overweight and obese children. J Appl Physiol 95(5):2039–2046
102. Harrington T, Thomas E, Modi N, Frost G, Coutts G, Bell J (2002) Fast and reproducible method for the direct quantitation of adipose tissue in newborn infants. Lipids 37(1):95–100
103. Wells JC, Williams JE, Chomtho S, Darch T, Grijalva-Eternod C, Kennedy K, Haroun D, Wilson C, Cole TJ, Fewtrell MS (2012) Body-composition reference data for simple and reference techniques and a 4-component model: a new UK reference child. Am J Clin Nutr 96(6):1316–1326
104. Atherton RR, Williams JE, Wells JC, Fewtrell MS (2013) Use of fat mass and fat free mass standard deviation scores obtained using simple measurement methods in healthy children and patients: comparison with the reference 4-component model. PLoS ONE 8(5):e62139
105. Fields DA, Goran MI, McCrory MA (2002) Body-composition assessment via air-displacement plethysmography in adults and children: a review. Am J Clin Nutr 75(3):453–467
106. Hawkes CP, Hourihane JOB, Kenny LC, Irvine AD, Kiely M, Murray DM (2011) Gender-and gestational age-specific body fat percentage at birth. Pediatrics 128(3):e645–e651
107. Fields DA, Allison DB (2012) Air-displacement plethysmography pediatric option in 2–6 years old using the four-compartment model as a criterion method. Obesity 20(8):1732–1737
108. Lukaski HC (1987) Methods for the assessment of human body composition: traditional and new. Am J Clin Nutr 46(4):537–556
109. Claros G, Hull HR, Fields DA (2005) Comparison of air displacement plethysmography to hydrostatic weighing for estimating total body density in children. BMC Pediatr 5(1):37
110. Demerath E, Guo S, Chumlea W, Towne B, Roche A, Siervogel R (2002) Comparison of percent body fat estimates using air displacement plethysmography and hydrodensitometry in adults and children. Int J Obes Relat Metab Disord 26(3):389–397
111. Holmes JC, Gibson AL, Cremades JG, Mier CM (2011) Body-density measurement in children: the BOD POD versus Hydrodensitometry. Int J Sport Nutr Exerc Metab 21(3):240–247
112. Moon JR, Tobkin SE, Costa PB, Smalls M, Mieding WK, O’Kroy JA, Zoeller RF, Stout JR (2008) Validity of the BOD POD for assessing body composition in athletic high school boys. J Strength Cond Res 22(1):263–268
113. Wells JC, Haroun D, Williams JE, Darch T, Eaton S, Viner R, Fewtrell M (2011) Evaluation of lean tissue density for use in air displacement plethysmography in obese children and adolescents. Eur J Clin Nutr 65(10):1094–1101
114. Fields DA, Goran MI (2000) Body composition techniques and the four-compartment model in children. J Appl Physiol 89(2):613–620
115. Wells J, Fuller N, Wright A, Fewtrell M, Cole T (2003) Evaluation of air-displacement plethysmography in children aged 5-7 years using a three-component model of body composition. Br J Nutr 90(03):699–707
116. Haroun D, Wells J, Williams J, Fuller N, Fewtrell M, Lawson M (2005) Composition of the fat-free mass in obese and nonobese children: matched case–control analyses. Int J Obes 29(1):29–36
117. Jensky-Squires NE, Dieli-Conwright CM, Rossuello A, Erceg DN, McCauley S, Schroeder ET (2008) Validity and reliability of body composition analysers in children and adults. Br J Nutr 100(04):859–865
118. Berger A (2002) How does it work? Magnetic resonance imaging. BMJ: Br Med J 324(7328):35
119. Shen W, Punyanitya M, Wang Z, Gallagher D, St-Onge M-P, Albu J, Heymsfield SB, Heshka S (2004) Visceral adipose tissue: relations between single-slice areas and total volume. Am J Clin Nutr 80(2):271–278
120. Shen W, Punyanitya M, Wang Z, Gallagher D, Onge M-PS-, Albu J, Heymsfield SB, Heshka S (2004) Total body skeletal muscle and adipose tissue volumes: estimation from a single abdominal cross-sectional image. J Appl Physiol 97(6):2333–2338
121. Shen W, Liu H, Punyanitya M, Chen J, Heymsfield SB (2005) Pediatric obesity phenotyping by magnetic resonance methods. Curr Opin Clin Nutr Metab Care 8(6):595
122. Shen W, Chen J, Gantz M, Velasquez G, Punyanitya M, Heymsfield SB (2012) A single MRI slice does not accurately predict visceral and subcutaneous adipose tissue changes during weight loss. Obesity 20(12):2458–2463
123. Uthaya S, Bell J, Modi N (2004) Adipose tissue magnetic resonance imaging in the newborn. Horm Res Paediatr 62(Suppl 3):143–148
124. Gale C, Jeffries S, Logan KM, Chappell KE, Uthaya SN, Modi N (2013) Avoiding sedation in research MRI and spectroscopy in infants: our approach, success rate and prevalence of incidental findings. Arch Dis Child Fetal Neonatal Ed 98(3):F267–F268
125. Dumoulin CL, Rohling KW, Piel JE, Rossi CJ, Giaquinto RO, Watkins RD, Vigneron DB, Barkovich AJ, Newton N (2002) Magnetic resonance imaging compatible neonate incubator. Concepts Magn Reson 15(2):117–128
126. Samara A, Ventura E, Alfadda A, Goran M (2012) Use of MRI and CT for fat imaging in children and youth: what have we learned about obesity, fat distribution and metabolic disease risk? Obes Rev 13(8):723–732
127. Zemel BS (2011) Quantitative computed tomography and computed tomography in children. Curr Osteoporos Reports 9(4):284–290
128. Mook-Kanamori DO, Holzhauer S, Hollestein LM, Durmus B, Manniesing R, Koek M, Boehm G, van der Beek EM, Hofman A, Witteman JC (2009) Abdominal fat in children measured by ultrasound and computed tomography. Ultrasound Med Biol 35(12):1938–1946
129. Huang TTK, Johnson MS, Figueroa-Colon R, Dwyer JH, Goran MI (2001) Growth of visceral fat, subcutaneous abdominal fat, and total body fat in children. Obes Res 9(5):283–289
130. De Lucia Rolfe E, Modi N, Uthaya S, Hughes IA, Dunger DB, Acerini C, Stolk RP, Ong KK (2013) Ultrasound estimates of visceral and subcutaneous-abdominal adipose tissues in infancy. J Obes. doi:10.1155/2013/951954
131. Wagner DR (2013) Ultrasound as a tool to assess body fat. J Obes. doi:10.1155/2013/280713
132. Liem E, Rolfe EDL, L’abee C, Sauer P, Ong K, Stolk R (2009) Measuring abdominal adiposity in 6 to 7-year-old children. Eur J Clin Nutr 63(7):835–841
133. Koot B, Westerhout R, Bohte A, Vinke S, Pels Rijcken T, Nederveen A, Caan M, Baan-Slootweg O, Merkus M, Stoker J (2013) Ultrasonography is not more reliable than anthropometry for assessing visceral fat in obese children. Pediatr Obes. doi:10.1111/j.2047-6310.2013.00193.x
134. González-Agüero A, Olmedillas H, Gómez-Cabello A, Guillén-Ballester A, Casajús JA, Vicente-Rodríguez G (2013) Inter-methods agreement for the assessment of percentage of body fat between two laboratory methods in male adolescent cyclists. Nutricion Hospitalaria 28(4):1049–1052