Correlation of anthropometric indices with common cardiovascular risk factors in an urban adult population of Iran: data from Zanjan Healthy Heart Study
- PMID: 19713181
Correlation of anthropometric indices with common cardiovascular risk factors in an urban adult population of Iran: data from Zanjan Healthy Heart Study
Abstract
The purpose of this study was to determine the anthropometric index that best predicts common cardiovascular risk factors. A total of 2768 individuals (1310 men and 1458 women) aged 21-75 years with full relevant data from the Zanjan Healthy Heart Study (a prospective study in Zanjan and Abhar, two main cities of Zanjan Province, Iran) were recruited. Common cardiovascular risk factors (TG, TC, HDL-c, LDL-c, fast blood sugar, blood pressure), anthropometric indices (BMI, WC, WHR, WHtR) were measured using standard process, and their correlated classification was evaluated by partial correlation and Receiver Operator Characteristic (ROC) curve analysis. Area under curve (AUC) of WHtR was the largest for most (6 of 7) of the common cardiovascular risk factors in both men and women; followed by WC (4 of the 7 including ties) in men, while AUCs of three anthropometric indices (WC, BMI, WHR) were the same with the largest for 1 of 7 risk factors in women. These results show that the high prevalence of lipid profiles, as cardiovascular risk factors, need special attention, intervention and appropriate treatment. Consistence with other reports, WHtR is a better discriminator of cardiovascular risk factors compared with the other three indices (BMI, WC, and WHR). We determined its optimal cut-off point of 0.5 for both genders. However, due to differences in reported cut-off values across different ethnic groups, future research and longitudinal data is needed before reaching an internationally accepted simple and appropriate measure that could be effectively used in the clinical and epidemiological fields.
Similar articles
-
Detection of cardiovascular risk factors by anthropometric measures in Tehranian adults: receiver operating characteristic (ROC) curve analysis.Eur J Clin Nutr. 2004 Aug;58(8):1110-8. doi: 10.1038/sj.ejcn.1601936. Eur J Clin Nutr. 2004. PMID: 15280905
-
Waist circumference cut-off points for identification of abdominal obesity among the tunisian adult population.Diabetes Obes Metab. 2007 Nov;9(6):859-68. doi: 10.1111/j.1463-1326.2006.00667.x. Diabetes Obes Metab. 2007. PMID: 17924868
-
A comparative evaluation of waist circumference, waist-to-hip ratio, waist-to-height ratio and body mass index as indicators of impaired glucose tolerance and as risk factors for type-2 diabetes mellitus.Ann Univ Mariae Curie Sklodowska Med. 2003;58(1):413-9. Ann Univ Mariae Curie Sklodowska Med. 2003. PMID: 15315025
-
Indices of abdominal obesity are better discriminators of cardiovascular risk factors than BMI: a meta-analysis.J Clin Epidemiol. 2008 Jul;61(7):646-53. doi: 10.1016/j.jclinepi.2007.08.012. Epub 2008 Mar 21. J Clin Epidemiol. 2008. PMID: 18359190 Review.
-
Surface anthropometric indices in obesity-related metabolic diseases and cancers.Chang Gung Med J. 2011 Jan-Feb;34(1):1-22. Chang Gung Med J. 2011. PMID: 21392470 Review.
Cited by
-
Waist:height ratio: a superior index in estimating cardiovascular risks in Turkish adults.Public Health Nutr. 2014 Oct;17(10):2246-52. doi: 10.1017/S136898001300267X. Epub 2013 Oct 8. Public Health Nutr. 2014. PMID: 24103435 Free PMC article.
-
Association between body fat distribution and androgen deficiency in middle-aged and elderly men in China.Int J Impot Res. 2014 May-Jun;26(3):116-9. doi: 10.1038/ijir.2013.48. Epub 2013 Dec 19. Int J Impot Res. 2014. PMID: 24352246
-
Kharameh cohort study (KHCS) on non-communicable diseases and preliminary findings of 3-year follow-up.BMJ Open. 2024 Feb 8;14(2):e077116. doi: 10.1136/bmjopen-2023-077116. BMJ Open. 2024. PMID: 38331866 Free PMC article.
-
Relationship between anthropometric indices and Mizaj (temperament) in Persian medicine.Caspian J Intern Med. 2023 Spring;14(2):205-212. doi: 10.22088/cjim.14.2.205. Caspian J Intern Med. 2023. PMID: 37223290 Free PMC article.
-
Metabolic syndrome, its components and mortality: A population-based study.Med J Islam Repub Iran. 2019 Feb 27;33:11. doi: 10.34171/mjiri.33.11. eCollection 2019. Med J Islam Repub Iran. 2019. PMID: 31086790 Free PMC article.
Publication types
MeSH terms
Substances
LinkOut - more resources
Full Text Sources
Miscellaneous