Prevalence and determinants of metabolic health in subjects with obesity in Chinese population

International Journal of Environmental Research and Public Health

Volumn 12, Issue 11, 2015, Pages 13662-13677

  Zheng, Ruizhi ^a   Yang, Min ^a   Bao, Yuqian ^b   Li, Hong ^c   Shan, Zhongyan ^d   Zhang, Bo ^e   Liu, Juan ^f   Lv, Qinguo ^g   Wu, Ou ^h   Zhu, Yimin ^a   Lai, Maode ⁱ  

^a ZHEJIANG UNIVERSITY   (China)

^b SHANGHAI JIAO TONG UNIVERSITY AFFILIATED SIXTH PEOPLE S HOSPITAL   (China)

^c ZHEJIANG UNIVERSITY   (China)

^d CHINA MEDICAL UNIVERSITY   (China)

^e CHINA JAPAN FRIENDSHIP HOSPITAL   (China)

^f THE FIRST AFFILIATED HOSPITAL OF SUN YAT SEN UNIVERSITY   (China)

^g SICHUAN UNIVERSITY   (China)

^h HANGZHOU CENTER FOR DISEASE CONTROL AND PREVENTION   (China)

ⁱ ZHEJIANG UNIVERSITY SCHOOL OF MEDICINE   (China)

Author keywords

Dietary; Metabolic; Obesity; Prevalence; Public health

Indexed keywords

DIET; DISEASE PREVALENCE; FOOD INTAKE; METABOLISM; OBESITY; PHENOTYPE; PHYSICAL ACTIVITY; PUBLIC HEALTH;

CHINA;

ADULT; AGED; ASIAN CONTINENTAL ANCESTRY GROUP; BODY MASS; CHINA; CITY; CLINICAL TRIAL; DIABETES MELLITUS; DIET; DYSLIPIDEMIA; FEMALE; HUMAN; HYPERTENSION; LIFESTYLE; MALE; METABOLIC SYNDROME X; METABOLISM; MIDDLE AGED; MULTICENTER STUDY; OBESITY; OBESITY, ABDOMINAL; ODDS RATIO; PREVALENCE;

ADULT; AGED; ASIAN CONTINENTAL ANCESTRY GROUP; BODY MASS INDEX; CHINA; CITIES; DIABETES MELLITUS; DIET; DYSLIPIDEMIAS; FEMALE; HUMANS; HYPERTENSION; LIFE STYLE; MALE; METABOLIC SYNDROME X; MIDDLE AGED; OBESITY; OBESITY, ABDOMINAL; ODDS RATIO; PREVALENCE;

EID: 84945894873     PISSN: 16617827     EISSN: 16604601     Source Type: Journal    
DOI: 10.3390/ijerph121113662     Document Type: Article

References (34)

1. Simmonds, M.; Burch, J.; Llewellyn, A.; Griffiths, C.; Yang, H.; Owen, C.; Duffy, S.; Woolacott, N. The use of measures of obesity in childhood for predicting obesity and the development of obesity-related diseases in adulthood: A systematic review and meta-analysis. Health Technol. Assess. 2015, 19, 1-336.
2. Adams, K.F.; Schatzkin, A.; Harris, T.B.; Kipnis, V.; Mouw, T.; Ballard-Barbash, R.; Hollenbeck A.; Leitzmann, M.F. Overweight, obesity, and mortality in a large prospective cohort of persons 50 to 71 years old. N. Engl. J. Med. 2006, 355, 763-778.
3. Boonchaya-Anant, P.; Apovian, C.M. Metabolically healthy obesity-Does it exist? Curr. Atheroscler. Rep. 2014, 16, 441.
4. Rey-López, J.P.; de Rezende, L.F.; Pastor-Valero, M.; Tess, B.H. The prevalence of metabolically healthy obesity: A systematic review and critical evaluation of the definitions used. Obes. Rev. 2014, 15, 781-790.
5. Phillips, C.M. Metabolically healthy obesity: Definitions, determinants and clinical implications. Rev. Endocr. Metab. Disord. 2013, 14, 219-227.
6. Wildman, R.P.; Muntner, P.; Reynolds, K.; McGinn, A.P.; Rajpathak, S.; Wylie-Rosett, J.; Sowers, M.R. The obese without cardiometabolic risk factor clustering and the normal weight with cardiometabolic risk factor clustering: Prevalence and correlates of 2 phenotypes among the US population (NHANES 1999-2004). Arch. Intern. Med. 2008, 168, 1617-1624.
7. Bell, J.A.; Kivimaki, M.; Hamer, M. Metabolically healthy obesity and risk of incident type 2 diabetes: A meta-analysis of prospective cohort studies. Obes. Rev. 2014, 15, 504-515.
8. Kramer, C.K.; Zinman, B.; Retnakaran, R. Are metabolically healthy overweight and obesity benign conditions? A systematic review and meta-analysis. Ann. Intern. Med. 2013, 159, 758-769.
9. Hankinson, A.L.; Daviglus, M.L.; van Horn, L.; Chan, Q.; Brown, I.; Holmes, E.; Elliott, P.; Stamler, J. Diet composition and activity level of at risk and metabolically healthy obese American adults. Obesity (Silver Spring) 2013, 21, 637-643.
10. Lee, K. Metabolically obese but normal weight (MONW) and metabolically healthy but obese (MHO) phenotypes in Koreans: Characteristics and health behaviors. Asia Pac. J. Clin. Nutr. 2009, 18, 280-284.
11. Phillips, C.M.; Dillon, C.; Harrington, J.M.; McCarthy, V.J.; Kearney, P.M.; Fitzgerald, A.P.; Perry, I.J. Defining metabolically healthy obesity: Role of dietary and lifestyle factors. PLoS ONE 2013, doi:10.1371/journal.pone.0076188.
12. Wang, Y.; Mi, J.; Shan, X.Y.; Wang, Q.J.; Ge, K.Y. Is China facing an obesity epidemic and the consequences? The trends in obesity and chronic disease in China. Int. J. Obes. (Lond.) 2007, 31, 177-188.
13. Bassett, D.R., Jr. International physical activity questionnaire: 12-country reliability and validity. Med. Sci. Sports Exerc. 2003, 35, 1396.
14. Zhou, B.F. Cooperative Meta-analysis group of the working group on obesity in C. Predictive values of body mass index and waist circumference for risk factors of certain related diseases in Chinese adults-Study on optimal cut-off points of body mass index and waist circumference in Chinese adults. Biomed. Environ. Sci. 2002, 15, 83-96.
15. Alberti, K.G.; Zimmet, P.; Shaw, J.; IDF Epidemiology task force consensus group. The metabolic syndrome-A new worldwide definition. Lancet 2005, 366, 1059-1062.
16. Kuk, J.L.; Ardern, C.I. Are metabolically normal but obese individuals at lower risk for all-cause mortality? Diabetes Care 2009, 32, 2297-2299.
17. Voulgari, C.; Tentolouris, N.; Dilaveris, P.; Tousoulis, D.; Katsilambros, N.; Stefanadis, C. Increased heart failure risk in normal-weight people with metabolic syndrome compared with metabolically healthy obese individuals. J. Am. Coll. Cardiol. 2011, 58, 1343-1350.
18. Iacobellis, G.; Ribaudo, M.C.; Zappaterreno, A.; Iannucci, C.V.; Leonetti, F. Prevalence of uncomplicated obesity in an Italian obese population. Obes. Res. 2005, 13, 1116-1122.
19. Heianza, Y.; Arase, Y.; Tsuji, H.; Fujihara, K.; Saito, K.; Hsieh, S.D.; Tanaka, S.; Kodama, S.; Hara, S.; Sone, H. Metabolically healthy obesity, presence or absence of fatty liver, and risk of type 2 diabetes in Japanese individuals: Toranomon hospital health management center study 20 (TOPICS 20). J. Clin. Endocrinol. Metab. 2014, 99, 2952-2960.
20. Geetha, L.; Deepa, M.; Anjana, R.M.; Mohan, V. Prevalence and clinical profile of metabolic obesity and phenotypic obesity in Asian Indians. J. Diabetes Sci. Technol. 2011, 5, 439-446.
21. Skadhauge, L.R.; Christensen, K.; Kyvik, K.O.; Sigsgaard, T. Genetic and environmental influence on asthma: A population-based study of 11, 688 Danish twin pairs. Eur. Respir. J. 1999, 13, 8-14.
22. Otsuki, M.; Kasayama, S.; Morita, S.; Asanuma, N.; Saito, H.; Mukai, M.; Koga, M. Menopause, but not age, is an independent risk factor for fasting plasma glucose levels in nondiabetic women. Menopause 2007, 14, 404-407.
23. Gu, D.; Reynolds, K.; Wu, X.; Chen, J.; Duan, X.; Reynolds, R.F.; Whelton, P.K.; He, J.; InterASIA Collaborative Group. Prevalence of the metabolic syndrome and overweight among adults in China. Lancet 2005, 365, 1398-1405.
24. Sung, K.C.; Cha, S.C.; Sung, J.W.; So, M.S.; Byrne, C.D. Metabolically healthy obese subjects are at risk of fatty liver but not of pre-clinical atherosclerosis. Nutr. Metab. Cardiovasc. Dis. 2014, 24, 256-262.
25. Bays, H.E. Adiposopathy is "sick fat" a cardiovascular disease? J. Am. Coll. Cardiol. 2011, 57, 2461-2473.
26. Shah, R.V.; Murthy, V.L.; Abbasi, S.A.; Blankstein, R.; Kwong, R.Y.; Goldfine, A.B.; Jerosch-Herold, M.; Lima, J.A.; Ding, J.; Allison, M.A. Visceral adiposity and the risk of metabolic syndrome across body mass index: The MESA Study. JACC Cardiovasc. Imaging. 2014, 7, 1221-1235.
27. Primeau, V.; Coderre, L.; Karelis, A.D.; Brochu, M.; Lavoie, M.E.; Messier, V.; Sladek, R.; Rabasa-Lhoret, R. Characterizing the profile of obese patients who are metabolically healthy. Int. J. Obes. 2011, 35, 971-981.
28. Katzmarzyk, P.T.; Church, T.S.; Blair, S.N. Cardiorespiratory fitness attenuates the effects of the metabolic syndrome on all-cause and cardiovascular disease mortality in men. Arch. Intern. Med. 2004, 164, 1092-1097.
29. Li, T.Y.; Rana, J.S.; Manson, J.E.; Willett, W.C.; Stampfer, M.J.; Colditz, G.A.; Rexrode, K.M.; Hu, F.B. Obesity as compared with physical activity in predicting risk of coronary heart disease in women. Circulation 2006, 113, 499-506.
30. Conus, F.; Allison, D.B.; Rabasa-Lhoret, R.; St-Onge, M.; St-Pierre, D.H.; Tremblay-Lebeau, A.; Poehlman, E.T. Metabolic and behavioral characteristics of metabolically obese but normal-weight women. J. Clin. Endocrinol. Metab. 2004, 89, 5013-5020.
31. Visioli, F. Nutritional support in the pharmacological treatment of metabolic syndrome. Eur. J. Pharmacol. 2011, 668, 43-49.
32. Lee, Y.; Kang, D.; Lee, S.A. Effect of dietary patterns on serum C-reactive protein level. Nutr. Metab. Cardiovasc. Dis. 2014, 24, 1004-1011.
33. Sangun, Ö.; Dündar, B.; Köşker, M.; Pirgon, Ö.; Dündar, N. Prevalence of metabolic syndrome in obese children and adolescents using three different criteria and evaluation of risk factors. J. Clin. Res. Pediatr. Endocrinol. 2011, 3, 70-76.
34. Singh, R.; Martin, B.R.; Hickey, Y.; Teegarden, D.; Campbell, W.W.; Craig, B.A.; Schoeller, D.A.; Kerr, D.A.; Weaver, C.M. Comparison of self-reported, measured, metabolizable energy intake with total energy expenditure in overweight teens. Am. J. Clin. Nutr. 2009, 89, 1744-1750.