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Published on: September 26, 2018
Analysing the impact of modifiable risk factors on cardiovascular disease mortality in Brazil
Renato Simões Gaspar1, Leandro F M Rezende2, Francisco Rafael Martins Laurindo1
1Laboratory of Vascular Biology, Health Institute (InCor), University of Sao Paulo School of Medicine, Sao Paulo, Brazil.
Insights
Reducing smoking prevented nearly 20,000 cardiovascular disease (CVD) deaths in Brazil. However, rising hyperglycemia led to over 6,000 CVD deaths, highlighting a critical public health challenge.
Area of Science:
- Public Health
- Epidemiology
- Cardiovascular Disease Research
Background:
- Cardiovascular disease (CVD) remains a leading cause of mortality globally.
- Modifiable risk factors significantly influence CVD incidence and mortality rates.
- Understanding the impact of specific risk factors is crucial for effective public health interventions in Brazil.
Purpose of the Study:
- To analyze the impact of changes in modifiable risk factors on cardiovascular disease (CVD) mortality across Brazilian states.
- To quantify the number of CVD deaths attributable to changes in specific risk factors between 2005 and 2017.
- To identify key risk factors requiring targeted public health strategies to reduce CVD burden.
Main Methods:
- Utilized data from the Global Burden of Diseases study and Brazilian government sources (312 state-year observations).
- Calculated Population Attributable Fractions (PAFs) to assess deaths linked to risk factor changes.
- Employed fixed-effects multivariable linear regression, adjusting for socioeconomic factors and healthcare access.
Main Results:
- Cardiovascular disease (CVD) deaths decreased by 21.42% from 2005 to 2017.
- Smoking reduction prevented approximately 20,000 CVD deaths; however, increased hyperglycemia contributed to over 6,000 deaths.
- Hyperglycemia demonstrated a significantly stronger association with CVD mortality, particularly in women, independent of socioeconomic status.
Conclusions:
- Smoking cessation initiatives have been effective in preventing substantial numbers of cardiovascular disease (CVD) deaths.
- Hyperglycemia presents the most detrimental association with CVD mortality in Brazil, necessitating urgent public health focus.
- Future health policies must prioritize direct interventions to lower hyperglycemia prevalence to effectively mitigate the population's CVD burden.
Objectives:
We have examined the impact of changes in modifiable risk factors on CVD mortality in 26 Brazilian states from 2005 to 2017.
Methods:
Data were acquired from the Global Burden of Diseases study (GBD) and official sources of the Brazilian government, totalling 312 state-year observations. Population attributable fractions (PAFs) were calculated to determine the number of deaths attributed to changes in each risk factor. Fixed-effects multivariable linear regression models were performed, adjusting for income, income inequality, poverty and access to healthcare.
Results:
Between 2005 and 2017, CVD deaths reduced by 21.42%, accompanied by a decrease in smoking (-33%) and increases in hyperglycaemia (+9.5%), obesity (+31%) and dyslipidaemia (+5.2%). Reduction in smoking prevented or postponed almost 20,000 CVD deaths in this period, while increased hyperglycaemia exposure resulted in more than 6,000 CVD deaths. The association between hyperglycaemia and CVD mortality was 5 to 10 times higher than those found for other risk factors, especially in women (11; 95%CI 7 to 14, deaths per 1-point increase in hyperglycaemia exposure). Importantly, the association between hyperglycaemia and CVD mortality was independent of socioeconomic status and access to healthcare, while associations for other risk factors after the same adjustments.
Conclusion:
Reduction in smoking was the risk factor that led to the highest number of CVD deaths prevented or postponed, while hyperglycaemia showed the most deleterious association with CVD mortality. Health policies should aim to directly reduce the prevalence of hyperglycaemia to mitigate the population burden of CVD in Brazil in the future.
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