Patel Shivani A, Narayan K M Venkat, Ali Mohammed K, Mehta Neil K
Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, United States of America.
PLoS One. 2014 Jul 8;9(7):e101531. doi: 10.1371/journal.pone.0101531. eCollection 2014.
We investigated the role of state-level differences in modifiable cardiovascular (CV) risk factors in contributing to state disparities in cardiovascular mortality rates in the US.
Adults aged 45-74 in 2010 were examined. We constructed a CV risk index summarizing state-level exposure to current smoking, obesity, physical inactivity, alcohol abstinence, hypertension, elevated cholesterol, and diabetes using the Behavioral Risk Factor Surveillance System. Outcomes were cardiovascular, coronary heart disease, and stroke mortality. Linear regression was used to estimate associations between the CV risk index and mortality outcomes. Models accounted for state-level socioeconomic characteristics and other potential confounders.
Risk factors were highly correlated at the state-level (Cronbach's alpha 0.85 (men) and 0.92 (women). Each +1SD difference in the cardiovascular risk index was associated with higher adjusted cardiovascular mortality rates by 41.0 (95%CI = 26.3, 55.7) and 33.3 (95%CI = 24.4, 42.2) deaths per 100,000 for men and women, respectively. The index accounted for 8% (men) and 11% (women) of the variation in state-level cardiovascular mortality. Comparable associations were also observed for coronary heart disease and stroke mortality.
CV risk factors were highly correlated at the state-level and were independently associated with state CV mortality, suggesting the utility of generalized CV risk reduction.
我们研究了可改变的心血管(CV)危险因素在州层面的差异对美国心血管死亡率州际差异的影响。
对2010年45 - 74岁的成年人进行了调查。我们使用行为危险因素监测系统构建了一个心血管风险指数,以总结各州当前吸烟、肥胖、缺乏身体活动、戒酒、高血压、胆固醇升高和糖尿病的暴露情况。结局指标为心血管疾病、冠心病和中风死亡率。采用线性回归估计心血管风险指数与死亡率结局之间的关联。模型考虑了州层面的社会经济特征和其他潜在混杂因素。
危险因素在州层面高度相关(男性的Cronbach's α为0.85,女性为0.92)。心血管风险指数每增加1个标准差,男性和女性的调整后心血管死亡率分别每10万人增加41.0例(95%CI = 26.3, 55.7)和33.3例(95%CI = 24.4, 42.2)死亡。该指数分别解释了州层面心血管死亡率变化的8%(男性)和11%(女性)。冠心病和中风死亡率也观察到了类似的关联。
心血管危险因素在州层面高度相关,且与州心血管死亡率独立相关,提示全面降低心血管风险具有实用性。