Related Experiment Video
Updated: May 23, 2026

Hydra, a Computer-Based Platform for Aiding Clinicians in Cardiovascular Analysis and Diagnosis
Published on: September 26, 2018
Accumulated behavioral risk factors for cardiovascular diseases in Southern Brazil
Ludmila Correa Muniz1, Bruna Celestino Schneider, Inácio Crochemore Mohnsam da Silva
1Programa de Pós-Graduação em Epidemiologia, Universidade Federal de Pelotas, Pelotas, RS, Brasil. ludmuniz@yahoo.com.br
Objective:
To estimate the prevalence of, and identify factors associated with, accumulated risky behavior relating to cardiovascular diseases among adults.
Methods:
This was a population-based cross-sectional study on a representative sample of 2732 adults of both sexes in Pelotas, Southern Brazil, in 2010. The behavioral risk factors investigated were: smoking; leisure-time physical inactivity; habitual consumption of visible fat in meat; and daily consumption of processed meats, red meat and whole milk. The study outcome was the accumulated behavioral risk factors score, ranging from zero to three: no behavioral risk factor for cardiovascular diseases or exposure to 1, 2 or > 3 behavioral risk factors. Multinomial logistic regression was performed to evaluate the adjusted effect of individual characteristics on behavioral risk factors accumulation, taking individuals without any of these factors as the reference category.
Results:
Physical inactivity was the most prevalent risk factor (75.6%), followed by habitual consumption of visible fat in meat (52.3%). Two thirds of the population presented two or more behavioral risk factors. Combined physical inactivity and habitual consumption of visible fat in meat was observed in 17.5% of the sample; and combined physical inactivity, habitual consumption of visible fat in meat and smoking in 6.7%. The odds ratios for accumulation of two or more risk factors were higher among men and were inversely associated with a national economic indicator.
Conclusions:
There was a high accumulation of behavioral risk factors for cardiovascular diseases among the study population. Public interventions with the capacity to prevent simultaneous occurrence of these factors are needed.
Related Concept Videos
Coronary Artery Disease I: Introduction
Psychoneuroimmunology: Cardiovascular Disease
A key area of focus in PNI is the relationship between stress and coronary...
Lifestyle Factors and Health
Benefits of Physical Activity
Physical activity, whether through structured exercise or casual activities like walking, biking, or dancing, is a cornerstone of a...
Factors affecting Blood pressure
Physiological Factors:
Coronary Artery Disease IV: Preventive Measures
Blood Studies for Cardiovascular System I: Cardiac Biomarkers
The essential diagnostic tools for detecting myocardial necrosis and monitoring individuals suspected of having acute coronary syndrome (ACS) include:
Troponins
Troponins, particularly cardiac troponins I and T, are the most precise and sensitive markers of myocardial injury. They are detectable within 4-6 hours of myocardial injury and remain...