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Cardiovascular Risk, Obesity, and Sociodemographic Indicators in a Brazilian Population
Nayla Cristina do Vale Moreira1,2,3, Ibrahimu Mdala4, Akhtar Hussain2,3,5,6
1Department of Community Medicine and Global Health, Institute of Health and Society, University of Oslo (UiO), Oslo, Norway.
Insights
Cardiovascular disease (CVD) risk is high in Brazil, particularly among men and older adults. Central obesity measures, not just BMI, strongly predict CVD risk, informing prevention strategies.
Area of Science:
- Cardiology
- Public Health
- Epidemiology
Background:
- Cardiovascular diseases (CVDs) are a leading global and Brazilian cause of mortality.
- Disparities in CVD risk exist across racial/ethnic groups, with limited data on Brazilian populations.
- Understanding the interplay of sociodemographic factors, obesity, and CVD risk is crucial for public health initiatives.
Purpose of the Study:
- To evaluate cardiovascular disease (CVD) risk using the Framingham Risk Score in a Brazilian population.
- To analyze the association between CVD risk and sociodemographic characteristics.
- To investigate the relationship between anthropometric markers of obesity and predicted CVD risk.
Main Methods:
- A cross-sectional, population-based survey of 701 adults (≥20 years) in North-eastern Brazil.
- Assessment of age-adjusted CVD risk (Framingham Risk Score), sociodemographic data, and anthropometric indices.
- Statistical analysis to examine relationships between variables.
Main Results:
- 18.9% of the population exhibited high CVD risk (Framingham score ≥10%).
- Males and older individuals (≥45 years) showed significantly higher CVD risk.
- Central obesity indicators (waist-to-hip and waist-to-height ratios) were more strongly associated with CVD risk than Body Mass Index (BMI).
Conclusions:
- The studied Brazilian population presents a substantial burden of cardiovascular disease risk.
- Central obesity measures are valuable clinical indicators for assessing CVD risk.
- Targeted, cost-effective screening and prevention strategies are recommended to mitigate CVD impact in Brazil.
Abstract:
Background and Aims: Cardiovascular diseases (CVDs) are the leading cause of death globally and in Brazil. Evidence suggests that the risk of CVDs differs by race/ethnicity. Scarce information exists about the association between CVD risk, obesity indicators and sociodemographic characteristics in the Brazilian population. Objectives: We aimed to assess the CVD risk following the Framingham risk score in relation to the population's sociodemographic profile. Further, we examined the association between anthropometric markers and risk of CVDs. Methods: A total of 701 subjects aged ≥20 years from North-eastern Brazil were recruited randomly to participate in a population-based, cross-sectional survey. Age-adjusted data for CVD risk, sociodemographic characteristics, and anthropometric indices were assessed, and their relationships examined. Results: High CVD risk (Framingham risk score ≥10%) was observed in 18.9% of the population. Males (31.9 vs. 12.5%) and older subjects (age ≥45 years: 68.9% vs. age <45 years: 4.2%) had significantly higher risk of CVDs, whereas those employed in manual labor showed lower risk (7.6 vs. 21.7%). Central obesity measures like waist-to-hip ratio and waist-to-height ratio were more strongly associated with predicted CVD risk than body mass index. Conclusions: Our population had a high risk of CVDs using the Framingham risk score. Cost-effective strategies for screening, prevention and treatment of CVDs may likely reduce disease burden and health expenditure in Brazil. Central obesity measures were strongly associated with predicted CVD risk and might be useful in the clinical assessment of patients. Follow-up studies are warranted to validate our findings.
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