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Trajectories of entering the metabolic syndrome: the framingham heart study
Oscar H Franco1, Joseph M Massaro, Jacky Civil
1Unilever Corporate Research, Sharnbrook, UK. O.H.Franco@warwick.ac.uk
Insights
Individuals developing metabolic syndrome (MetS) with specific risk factor combinations face higher cardiovascular disease and mortality risks. Early identification and treatment of these high-risk groups are crucial for better outcomes.
Area of Science:
- Cardiology
- Endocrinology
- Public Health
Background:
- Metabolic syndrome (MetS) is a growing public health concern.
- Understanding MetS progression and its components is vital for predicting adverse health outcomes.
Purpose of the Study:
- To evaluate the progression of MetS and its components.
- To identify individual trajectories into MetS.
- To determine how these trajectories predict cardiovascular disease and mortality.
Main Methods:
- Analysis of 3078 participants from the Framingham Offspring Study (1987-1995).
- MetS defined by Adult Treatment Panel III criteria.
- Logistic regression used to assess component predictive ability for MetS development.
- Hazard ratios calculated for cardiovascular events and mortality based on MetS component combinations.
Main Results:
- MetS prevalence doubled over 10 years; hyperglycemia and central obesity increased most.
- High blood pressure was most common (77.3%) at MetS diagnosis.
- Central obesity posed the highest risk for developing MetS (OR, 4.75).
- A combination of central obesity, high blood pressure, and hyperglycemia significantly increased cardiovascular event risk (HR, 2.36) and mortality risk (HR, 3.09).
Conclusions:
- Specific MetS trajectories and factor combinations significantly elevate cardiovascular disease and mortality risks.
- Targeted identification and early intervention for individuals with these high-risk profiles are essential.
- Intensified efforts are needed to manage MetS progression and mitigate associated risks.
Background:
We evaluated the progression of the metabolic syndrome (MetS) and its components, the trajectories followed by individuals entering MetS, and the manner in which different trajectories predict cardiovascular disease and mortality.
Methods And Results:
Using data from 3078 participants from the Framingham Offspring Study (a cohort study) who attended examinations 4 (1987), 5 (1991), and 6 (1995), we evaluated the progression of MetS and its components. MetS was defined according to the Adult Treatment Panel III criteria. Using logistic regression, we evaluated the predictive ability of the presence of each component of the MetS on the subsequent development of MetS. Additionally, we examined the probability of developing cardiovascular disease or mortality (until 2007) by having specific combinations of 3 that diagnose MetS. The prevalence of MetS almost doubled in 10 years of follow-up. Hyperglycemia and central obesity experienced the highest increase. High blood pressure was most frequently present when a diagnosis of MetS occurred (77.3%), and the presence of central obesity conferred the highest risk of developing MetS (odds ratio, 4.75; 95% confidence interval, 3.78 to 5.98). Participants who entered the MetS having a combination of central obesity, high blood pressure, and hyperglycemia had a 2.36-fold (hazard ratio, 2.36; 95% confidence interval, 1.54 to 3.61) increase of incident cardiovascular events and a 3-fold (hazard ratio, 3.09, 95% confidence interval, 1.93 to 4.94) increased risk of mortality.
Conclusions:
Particular trajectories and combinations of factors on entering the MetS confer higher risks of incident cardiovascular disease and mortality in the general population and among those with MetS. Intense efforts are required to identify populations with these particular combinations and to provide them with adequate treatment at early stages of disease.
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