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Updated: May 8, 2026

In Vivo Quantitative Assessment of Myocardial Structure, Function, Perfusion and Viability Using Cardiac Micro-computed Tomography
Published on: February 16, 2016
Temporal trends in the contribution of modifiable cardiovascular risk factors to cardiovascular and all-cause
Miguel M Fernandes-Silva1, Julia D Conti-Pelanda2, Larissa M Vosgerau2
1Quanta Diagnóstico por Imagem, Curitiba, PR, Brazil; Universidade Federal do Paraná, Curitiba, PR, Brazil.
Modifiable cardiovascular risk factors, especially sedentary lifestyle, did not decrease in impact on mortality over a decade. Interventions promoting physical activity are crucial for reducing cardiovascular disease burden.
Area of Science:
- Cardiology
- Public Health
- Epidemiology
Background:
- Cardiovascular (CV) events are often linked to modifiable risk factors.
- The impact of these factors on mortality trends, particularly in lower-income countries, requires ongoing evaluation.
- Understanding temporal changes in risk factor burden is crucial for public health strategies.
Purpose of the Study:
- To assess temporal trends in the population attributable fraction (PAF) of modifiable risk factors for CV mortality.
- To evaluate the impact of risk factors like sedentary lifestyle, hypertension, and diabetes on CV mortality over time.
- To determine if the impact of modifiable CV risk factors has changed in recent years.
Main Methods:
- A cohort of 25,127 patients undergoing myocardial perfusion imaging (MPI) from 2010-2018 in Brazil was analyzed.
- Modifiable risk factors included hypertension, dyslipidemia, diabetes, sedentary lifestyle, obesity, and smoking.
- Population attributable fractions (PAF) were calculated for each risk factor across three-year periods using multivariable Cox regression.
Main Results:
- Sedentary lifestyle had the highest PAF for CV death (49%) in the initial period, followed by hypertension (17%), diabetes (8%), and smoking (6%).
- The overall PAF for combined risk factors remained stable across triennia (2010-2012: 57%; 2013-2015: 64%; 2016-2018: 47%).
- Obesity did not show an independent association with CV or overall mortality.
Conclusions:
- The population attributable fraction of modifiable cardiovascular risk factors did not decrease over the study decade.
- Sedentary lifestyle consistently emerged as the leading contributor to cardiovascular mortality.
- Interventions targeting physical activity are essential for mitigating the burden of cardiovascular disease.
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