Estimating the risk of cardiovascular disease using an obese-years metric

BMJ Open

Volumn 4, Issue 9, 2014, Pages

  Abdullah, Asnawi ^a,b   Amin, Fauzi Ali ^a   Stoelwinder, Johannes ^b   Tanamas, Stephanie K ^c   Wolfe, Rory ^b   Barendregt, Jan ^d   Peeters, Anna ^b,c  

^a University Muhammadiyah Aceh   (Indonesia)

^b MONASH UNIVERSITY   (Australia)

^c BAKER IDI HEART AND DIABETES INSTITUTE   (Australia)

^d UNIVERSITY OF QUEENSLAND   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; ARTICLE; BODY MASS; BODY WEIGHT; CARDIOVASCULAR DISEASE; CARDIOVASCULAR RISK; COHORT ANALYSIS; DISEASE ASSOCIATION; FEMALE; FOLLOW UP; HUMAN; INCIDENCE; MAJOR CLINICAL STUDY; MALE; OBESITY; PROSPECTIVE STUDY; SEX DIFFERENCE; UNITED STATES; CARDIOVASCULAR DISEASES; COMPLICATION; MIDDLE AGED; PROCEDURES; RISK ASSESSMENT; TIME;

ADULT; CARDIOVASCULAR DISEASES; FEMALE; HUMANS; MALE; MIDDLE AGED; OBESITY; PROSPECTIVE STUDIES; RISK ASSESSMENT; TIME FACTORS;

EID: 84907186833     PISSN: None     EISSN: 20446055     Source Type: Journal    
DOI: 10.1136/bmjopen-2014-005629     Document Type: Article

References (25)

1. Hubert HB, Feinleib M, McNamara PM, et al. Obesity as an independent risk factor for cardiovascular disease: a 26-year follow-up of participants in the Framingham Heart Study. Circulation 1983;67:968-77.
2. Morrison JA. Obesity and cardiovascular disease risk factors in Black and White girls: the NHLBI Growth and Health Study. Am J Public Health 1992;82:1613-20.
3. Abdullah A, Stoelwinder A, De Courten M, et al. The duration of obesity and the risk of cardiovascular disease. The Conference on Clinical Epidemiology and Evidence-Based Medicine in Global Perspective 27-28 November. Bali, Indonesia, 2010.
4. Abdullah A, Stoelwinder J, Shortreed S, et al. The duration of obesity and the risk of type 2 diabetes. Public Health Nutr 2011;14:119-26.
5. Abdullah A, Wolfe R, Stoelwinder JU, et al. The number of years lived with obesity and the risk of all-cause and cause-specific mortality. Int J Epidemiol 2011;40:985-96.
6. Abdullah A, Wolfe R, Mannan H, et al. Epidemiologic merit of obese-years, the combination of degree and duration of obesity. Am J Epidemiol 2012;176:99-107.
7. Dawber T. The Framingham study: the epidemiology of atherosclerotic disease. Cambridge, Massachusetts: Harvard University Press, 1980.
8. National Heart, Lung, and Blood Institute, Boston University. The Framingham Heart Study: 50 years of research success. Framingham, MA: Framingham Heart Study, 2012. http://www.nhlbi.nih.gov/about/framingham/index.html (accessed 5 Nov 2012).
9. D'Agostino RB Sr, Vasan RS, Pencina MJ, et al. General cardiovascular risk profile for use in primary care: the Framingham Heart Study. Circulation 2008;117:743-53.
10. Wilson PWF, D'Agostino RB, Sullivan L, et al. Overweight and obesity as determinants of cardiovascular risk: the Framingham experience. Arch Intern Med 2002;162:1867-72.
11. He J, McGee D, Niu X, et al. Examining the dynamic association of BMI and mortality in the Framingham Heart Study. Int J Environ Res Public Health 2009;6:3115-26.
12. Parmar MKB, Machin D. Survival analysis : a practical approach. Chichester; New York: J. Wiley, 1995.
13. Fisher LD, Lin DY. Time-dependent covariates in the Cox Proportional-Hazards Regression Model. Annu Rev Public Health 1999;20:145-57.
14. Kleinbaum DG, Klein M. Survival analysis: a self-learning text. USA: Springer, 2005.
15. Cleophas TJM, Zwinderman AH. Machine learning in medicine. Dordrecht: Springer, 2013.
16. Akaike H. A new look at the statistical model identification. IEEE Trans Automatic Control 1974;19:716-23.
17. StataCorp LP. Stata Survival Analysis and Epidemiological Tables Reference Manual Release 10. College Station, TX: Stata Corporation, 2007.
18. Preston SH, Mehta NK, Stokes A. Modeling obesity histories in cohort analyses of health and mortality. Epidemiology 2013;24:158-66.
19. National Center for Health Statistics National HaNESH, MD: National Center for Health Statistics. http://www.cdc.gov/nchs/nhanes.htm (accessed 3 Nov 2002). Secondary.
20. CDC. State-specific prevalence of obesity among adults-United States. MMWR 2008;57:765-8.
21. World Health Organization. Global database on body mass index. Secondary global database on body mass index 2014. http://apps.who.int/bmi/index.jsp
22. Lee JM, Pilli S, Gebremariam A, et al. Getting heavier, younger: trajectories of obesity over the life course. Int J Obes (Lond) 2010;34:614-23.
23. Vazquez G, Duval S, Jacobs DR Jr, et al. Comparison of body mass index, waist circumference, and waist/hip ratio in predicting incident diabetes: a meta-analysis. Epidemiol Rev 2007;29:115-28.
24. Lagergren J, Bergström R, Lindgren A, et al. The role of tobacco, snuff and alcohol use in the aetiology of cancer of the oesophagus and gastric cardia. Int J Cancer 2000;85:340-6.
25. Yuan JM, Wang XL, Xiang YB, et al. Non-dietary risk factors for nasopharyngeal carcinoma in Shanghai, China. Int J Cancer 2000;85:364-9.