[Bardenheier BH, Bullard KM, Caspersen CJ, Cheng YJ, Gregg EW, Geiss LS. A novel use of structural equation models to examine factors associated with prediabetes among adults aged 50 years and older: National Health and Nutrition Examination Survey 2001-2006. Diabetes Care 36, 2655-2662, 2013.10.2337/dc12-2608374794623649617]Search in Google Scholar
[Cameron AJ, Magliano DJ, Shaw JE, Zimmet PZ, Carstensen B, Alberti KG, Tuomilehto J, Barr EL, Pauvaday VK, Kowlessur S, Soderberg S. Th e infl uence of hip circumference on the relationship between abdominal obesity and mortality. Int J Epidemiol 41, 484-494, 2012.10.1093/ije/dyr198332445622266094]Open DOISearch in Google Scholar
[Chen CH, Chen YY, Chuang CL, Chiang LM, Chiao SM, Hsieh KC. Th e study of anthropometric estimates in the visceral fat of healthy individuals. Nutr J, 13-46, 2014.10.1186/1475-2891-13-46404191924884507]Search in Google Scholar
[Chew WF, Masyita M, Leong PP, Boo NY, Zin T, Choo KB, Yap SF. Prevalence of obesity and its associated risk factors among Chinese adults in a Malaysian suburban village. Singapore Medic J 55, 84-91, 2014.10.11622/smedj.2014020429193424570317]Search in Google Scholar
[Desai GS, Mathews ST. Saliva as a non-invasive diagnostic tool for infl ammation and insulin-resistance. World J Diabetes 5, 730-738, 2014.10.4239/wjd.v5.i6.730426585925512775]Search in Google Scholar
[Ducluzeau PH, Manchec-Poilblanc P, Roullier V, Cesbron E, Lebigot J, Bertrais S, Aube C. Distribution of abdominal adipose tissue as a predictor of hepatic steatosis assessed by MRI. Clin Radiol 65, 695-700, 2010.10.1016/j.crad.2010.03.01320696296]Open DOISearch in Google Scholar
[Ejtahed HS, Asghari G, Mirmiran P, Hosseinpour-Niazi S, Sherafat-KazemZadeh R, Azizi F. Body mass index as a measure of percentage body fat prediction and excess adiposity diagnosis among Iranian adolescents. Arch Iran Med 17, 400-405, 2014.]Search in Google Scholar
[Fakhrawi DH, Beeson L, Libanati C, Feleke D, Kim H, Quansah A, Darnell A, Lammi-Keefe CJ, Cordero-MacIntyre Z. Comparison of body composition by bioelectrical impedance and dual-energy x-ray absorptiometry in overweight/obese postmenopausal women. J Clin Densitom 12, 238-44, 2009.10.1016/j.jocd.2009.01.00419285894]Open DOISearch in Google Scholar
[Gao H, Salim A, Lee J, Tai ES, van Dam RM. Can body fat distribution, adiponectin levels and infl ammation explain diff erences in insulin resistance between ethnic Chinese, Malays and Asian Indians? Int J Obes [Lond] 36, 1086-1093, 2012.10.1038/ijo.2011.18521946705]Search in Google Scholar
[Goropashnaya AV, Herron J, Sexton M, Havel PJ, Stanhope KL, Plaetke R, Mohatt GV, Boyer BB. Relationships between plasma adiponectin and body fat distribution, insulin sensitivity, and plasma lipoproteins in Alaskan Yup’ik Eskimos: Th e Center for Alaska Native Health Research study. Metabolism 58, 22-29, 2009.10.1016/j.metabol.2008.09.002262966719059527]Open DOISearch in Google Scholar
[Goulding A, Gold E, Cannan R, Taylor RW, Williams S, Lewis-Barned NJ. DEXA supports the use of BMI as a measure of fatness in young girls. Int J Obes 20, 1014-1021, 1998.]Search in Google Scholar
[Gustafson B, Hammarstedt A, Andersson CX, Smith U. Infl amed adipose tissue: a culprit underlying the metabolic syndrome and atherosclerosis. Arterioscler Th romb Vasc Biol 27, 2276-2283, 2007.10.1161/ATVBAHA.107.14783517823366]Open DOISearch in Google Scholar
[Hoyle R. Structural equation modelling: concepts, issues and applications. Th ousand Oaks, CA: Sage Publications, 1995. ]Search in Google Scholar
[Kline RB. Principles and Practice of Structural Equation Modeling. 3rd ed. New York, NY, Th e Guilford Press, 2010.]Search in Google Scholar
[Kuo SM, Halpern MM. Lack of association between body mass index and plasma adiponectin levels in healthy adults. Int J Obes [Lond] 35, 1487-1494, 2011.10.1038/ijo.2011.2021364526]Search in Google Scholar
[Lapointe A, Tchernof A, Lamarche B, Piche ME, Weisnagel J, Bergeron J, Lemieux S. Plasma adiponectin concentration is strongly associated with VLDL-TG catabolism in postmenopausal women. Nutr Metab Cardiovasc Dis 21, 254-260, 2011.10.1016/j.numecd.2009.10.00720153614]Search in Google Scholar
[Lean ME, Han TS, Morrison CE. Waist circumference as a measure for indicating need for weight management. BMJ 311, 158-61, 1995.10.1136/bmj.311.6998.15825502217613427]Search in Google Scholar
[Lee DH, Park KS, Ahn S, Ku EJ, Jung KY, Kim YJ, Kim KM, Moon JH, Choi SH, Park KS1, Jang HC, Lim S. Comparison of Abdominal Visceral Adipose Tissue Area Measured by Computed Tomography with Th at Estimated by Bioelectrical Impedance Analysis Method in Korean Subjects. Nutrients 7, 10513-10524, 2015.10.3390/nu7125548469010026694460]Search in Google Scholar
[Lee EH, Lee YW, Moon SH. A Structural Equation Model Linking Health Literacy to Self-effi cacy, Self-care Activities, and Health related Quality of Life in Patients with Type 2 Diabetes. Asian Nurs Res (Korean Soc Nurs Sci), 10, 82-7, 2016.10.1016/j.anr.2016.01.00527021840]Search in Google Scholar
[Liu M, Liu F. Transcriptional and post-translational regulation of adiponectin. Biochem J 425, 41-52, 2009.10.1042/BJ2009104520001961]Search in Google Scholar
[McLaughlin T, Lamendola C, Liu A, Abbasi F. Preferential fat deposition in subcutaneous versus visceral depots is associated with insulin sensitivity. J Clin Endocrinol Metabol 96, E1756-E1760, 2011.10.1210/jc.2011-0615320589021865361]Search in Google Scholar
[Mullen KL, Pritchard J, Ritchie I, Snook LA, Chabowski A, Bonen A, Wright D, Dyck DJ. Adiponectin resistance precedes the accumulation of skeletal muscle lipids and insulin resistance in high-fat-fed rats. Am J Physiol Regul Integr Comp Physiol 296, R243-R251, 2009.10.1152/ajpregu.90774.200819073900]Search in Google Scholar
[Neeland IJ, Ayers CR, Rohatgi AK, Turer AT, Berry JD, Das SR, Vega GL, Khera A, McGuire DK, Grundy SM, de Lemos JA. Associations of visceral and abdominal subcutaneous adipose tissue with markers of cardiac and metabolic risk in obese adults. Obesity [Silver Spring] 21, E439-E447, 2013.10.1002/oby.20135375197723687099]Search in Google Scholar
[Nicklas BJ, Penninx BW, Ryan AS, Berman DM, Lynch NA, Dennis KE. Visceral adipose tissue cut-off s associated with metabolic risk factors for coronary heart disease in women. Diabetes Care 26, 1413-1420, 2003.10.2337/diacare.26.5.141312716798]Open DOISearch in Google Scholar
[Oller do Nascimento CM, Ribeiro EB, Oyama LM. Metabolism and secretory function of white adipose tissue: eff ect of dietary fat. An Acad Bras Cienc 81, 453-466, 2009.10.1590/S0001-37652009000300010]Search in Google Scholar
[Pickhardt PJ, Jee Y, O’Connor SD, del Rio AM. Visceral adiposity and hepatic steatosis at abdominal CT: Association with the metabolic syndrome. AJR Am J Roentgenol 198, 1100-1107, 2012.10.2214/AJR.11.736122528899]Search in Google Scholar
[Pou KM, Massaro JM, Hoff mann U, Vasan RS, Maurovich-Horvat P, Larson MG, Keaney JF Jr, Meigs JB, Lipinska I, Kathiresan S, Murabito JM, O’Donnell CJ, Benjamin EJ, Fox CS. Visceral and subcutaneous adipose tissue volumes are cross-sectionally related to markers of infl ammation and oxidative stress: the Framingham Heart Study. Circulation 116, 1234-1241, 2007.10.1161/CIRCULATIONAHA.107.71050917709633]Search in Google Scholar
[Rankinen T, Kim SY, Perusse L, Despres JP, Bouchard C. Th e prediction of abdominal visceral fat level from body composition and anthropometry: ROC analysis. Int J Obes Relat Metab Disord 23,801-819, 1999.10.1038/sj.ijo.080092910490780]Search in Google Scholar
[Saelens BE, Seeley RJ, van Schaick K, Donnelly LF, O’Brien KJ. Visceral abdominal fat is correlated with whole-body fat and physical activity among 8-y-old children at risk of obesity. Am J Clin Nutr 85, 46-53, 2007.10.1093/ajcn/85.1.46185864617209176]Search in Google Scholar
[Schumacker RE, Lomax RG. A beginner’s guide to structural equation modeling, Second edition. Mahwah, NJ: Lawrence Erlbaum Associates 2004.10.4324/9781410610904]Search in Google Scholar
[Sluyter JD, Schaaf D, Scragg RK, Plank LD. Prediction of fatness by standing 8-electrode bioimpedance: a multiethnic adolescent population. Obesity [Silver Spring] 18, 183-189, 2010.10.1038/oby.2009.16619498351]Search in Google Scholar
[Staiger H, Tschritter O, Machann J, Th amer C, Fritsche A, Maerker E, Schick F, Haring HU, Stumvoll M. Relationship of serum adiponectin and leptin concentrations with body fat distribution in humans. Obes Res 11, 368-372, 2003.10.1038/oby.2003.4812634431]Open DOISearch in Google Scholar
[Steinberger J, Jacobs DR, Raatz S, Moran A, Hong CP, Sinaiko AR. 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 [Lond] 29, 1346-1352, 2005.10.1038/sj.ijo.080302616044176]Search in Google Scholar
[Suchanek P, Kralova Lesna I, Mengerova O, Mrazkova J, Lanska V, Stavek P. Which index best correlates with body fat mass: BAI, BMI, waist or WHR? Neuro Endocrinol Lett 2, 78-82, 2012.]Search in Google Scholar
[Sun J, Xu Y, Dai Z, Sun Y. Intermittent high glucose stimulates MCP-l, IL-18, and PAI-1, but inhibit adiponectin expression and secretion in adipocytes dependent of ROS. Cell Biochem Biophys 55,173-180, 2009.10.1007/s12013-009-9066-319756411]Search in Google Scholar
[Th anakun S, Watanabe H, Th aweboon S, Izumi Y. An eff ective technique for the processing of saliva for the analysis of leptin and adiponectin. Peptides 47, 60-65, 2013.10.1016/j.peptides.2013.06.010]Search in Google Scholar
[Toda M, Tsukinoki R, Morimoto K. Measurement of salivary adiponectin levels. Acta Diabetol 44, 20-22, 2007.10.1007/s00592-007-0236-8]Open DOISearch in Google Scholar
[van der Kooy K, Leenen R, Seidell JC, Deurenberg P, Droop A, Bakker CJ. Waist-hip ratio is a poor predictor of changes in visceral fat. Am J Clin Nutr 57, 327-33, 1993.10.1093/ajcn/57.3.327]Search in Google Scholar
[Vega GL and Grundy SM. Metabolic risk susceptibility in men is partially related to adiponectin/leptin ratio. J Obes 2013, 409679, 2013.10.1155/2013/409679]Search in Google Scholar
[Virtue S, Vidal-Puig A. Adipose tissue expandability, lipotoxicity and the metabolic syndrome Fan allostatic perspective. Biochim Biophys Acta 1801, 338-349, 2010.10.1016/j.bbalip.2009.12.006]Search in Google Scholar
[Wang J, Th ornton JC, Russell M, Burastero S, Heymsfi eld S, Pierson RN Jr. Asians have lower body mass index [BMI] but higher percent body fat than do whites: comparisons of anthropometric measurements. A J Clin Nutr 60, 23-28, 1994.10.1093/ajcn/60.1.23]Search in Google Scholar
[WHO Expert Consultation. Appropriate body mass index for Asian populations and its implication for policy and intervention strategies. Lancet 363, 157-163, 2004.10.1016/S0140-6736(03)15268-3]Search in Google Scholar
[Wildman RP, Janssen I, Khan UI, Th urston R, Barinas-Mitchell E, El Khoudary SR, Everson-Rose SA, Kazlauskaite R, Matthews KA, Sutton-Tyrrell K. Subcutaneous adipose tissue in relation to subclinical atherosclerosis and cardiometabolic risk factors in midlife women. A J Clin Nutr 93, 719-726, 2011.10.3945/ajcn.110.007153305754421346089]Open DOISearch in Google Scholar