Association Between Metabolic Syndrome and Mortality: Prospective Cohort Study
- PMID: 37669100
- PMCID: PMC10509744
- DOI: 10.2196/44073
Association Between Metabolic Syndrome and Mortality: Prospective Cohort Study
Abstract
Background: Metabolic syndrome (MetS) is a common metabolic disorder that results from the increasing prevalence of obesity, which has been an increasing concern in recent years. Previous evidence indicated that MetS was associated with mortality; however, different definitions of MetS were used. In 2005, the National Cholesterol Education Program (NCEP) Adult Treatment Panel (ATP) III updated the definition of MetS, which has since been widely adopted. Therefore, it is necessary to conduct a novel study among other populations and countries with a larger sample size using the updated definition of MetS and death code to examine the association of MetS with all-cause and cause-specific mortality.
Objective: We aimed to examine the associations of MetS with all-cause and cause-specific mortality.
Methods: A total of 36,414 adults were included in this study, using data from the National Health and Nutrition Examination Survey (NHANES) III (1988-1994) and the continuous NHANES (1999-2014) in the United States. Death outcomes were ascertained by linkage to National Death Index records through December 31, 2015. MetS was defined by the NCEP ATP III-2005 criterion. Complex survey design factors including sample weights, clustering, and stratification were considered for all analyses with instructions for using NHANES data. Cox proportional hazards models were used to estimate hazard ratios (HRs) and 95% CIs for mortality from all causes, heart disease, diabetes, and cancer.
Results: We observed 8494 deaths during the 16.71 years of follow-up. Compared with those without MetS, individuals with MetS were associated with a significantly elevated multiadjusted HR of 1.24 (95% CI 1.16-1.33), 1.44 (95% CI 1.25-1.66), and 5.15 (95% CI 3.15-8.43) for all cause, heart diseases, and diabetes mellitus, respectively, whereas no significant association was found for cancer mortality (HR 1.17, 95% CI 0.95-1.43).
Conclusions: Our study provides additional evidence that MetS and its components are significantly associated with all-cause, heart disease, and diabetes mortality, but not with cancer mortality. Health care professionals should pay more attention to MetS and its individual component.
Keywords: cancer; diabetes mellitus; heart disease; metabolic syndrome; mortality.
©Wenzhen Li, Dajie Chen, Ying Peng, Zuxun Lu, Mei-Po Kwan, Lap Ah Tse. Originally published in JMIR Public Health and Surveillance (https://publichealth.jmir.org), 05.09.2023.
Conflict of interest statement
Conflicts of Interest: None declared.
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References
-
- Li W, Song F, Wang X, Wang L, Wang D, Yin X, Cao S, Gong Y, Yue W, Yan F, Zhang H, Sheng Z, Wang Z, Lu Z. Prevalence of metabolic syndrome among middle-aged and elderly adults in China: current status and temporal trends. Ann Med. 2018 Jun;50(4):345–353. doi: 10.1080/07853890.2018.1464202. - DOI - PubMed
-
- Huang PL. A comprehensive definition for metabolic syndrome. Dis Model Mech. 2009 Apr 30;2(5-6):231–7. doi: 10.1242/dmm.001180. https://europepmc.org/abstract/MED/19407331 2/5-6/231 - DOI - PMC - PubMed
-
- Yu Y, Paul K, Arah OA, Mayeda ER, Wu J, Lee E, Shih I, Su J, Jerrett M, Haan M, Ritz B. Air pollution, noise exposure, and metabolic syndrome - a cohort study in elderly Mexican-Americans in Sacramento area. Environ Int. 2020 Jan;134:105269. doi: 10.1016/j.envint.2019.105269. https://linkinghub.elsevier.com/retrieve/pii/S0160-4120(19)31769-6 S0160-4120(19)31769-6 - DOI - PMC - PubMed
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