Section of Health Policy and Equity, Richard A. and Susan F. Smith Center for Outcomes Research, Beth Israel Deaconess Medical Center, Boston, Massachusetts.
Harvard Medical School, Boston, Massachusetts.
JAMA Cardiol. 2024 Feb 1;9(2):153-163. doi: 10.1001/jamacardio.2023.4680.
Cardiovascular disease is the leading cause of death in the US. However, little is known about the association between cumulative environmental burden and cardiovascular health across US neighborhoods.
To evaluate the association of neighborhood-level environmental burden with prevalence of cardiovascular risk factors and diseases, overall and by levels of social vulnerability.
DESIGN, SETTINGS, AND PARTICIPANTS: This was a national cross-sectional study of 71 659 US Census tracts. Environmental burden (EBI) and social vulnerability indices from the US Centers for Disease Control and Prevention (CDC) and Agency for Toxic Substances and Disease Registry were linked to the 2020 CDC PLACES data set. Data were analyzed from March to October 2023.
The EBI, a measure of cumulative environmental burden encompassing 5 domains (air pollution, hazardous or toxic sites, built environment, transportation infrastructure, and water pollution).
Neighborhood-level prevalence of cardiovascular risk factors (hypertension, diabetes, and obesity) and cardiovascular diseases (coronary heart disease and stroke).
Across the US, neighborhoods with the highest environmental burden (top EBI quartile) were more likely than those with the lowest environmental burden (bottom EBI quartile) to be urban (16 626 [92.7%] vs 13 414 [75.4%]), in the Midwest (5191 [28.9%] vs 2782 [15.6%]), have greater median (IQR) social vulnerability scores (0.64 [0.36-0.85] vs 0.42 [0.20-0.65]), and have higher proportions of adults in racial or ethnic minority groups (median [IQR], 34% [12-73] vs 12% [5-30]). After adjustment, neighborhoods with the highest environmental burden had significantly higher rates of cardiovascular risk factors than those with the lowest burden, including hypertension (mean [SD], 32.83% [7.99] vs 32.14% [6.99]; adjusted difference, 0.84%; 95% CI, 0.71-0.98), diabetes (mean [SD], 12.19% [4.33] vs 10.68% [3.27]; adjusted difference, 0.62%; 95% CI, 0.53-0.70), and obesity (mean [SD], 33.57% [7.62] vs 30.86% [6.15]; adjusted difference, 0.77%; 95% CI, 0.60-0.94). Similarly, neighborhoods with the highest environmental burden had significantly higher rates of coronary heart disease (mean [SD], 6.66% [2.15] vs 6.82% [2.41]; adjusted difference, 0.28%; 95% CI, 0.22-0.33) and stroke (mean [SD], 3.65% [1.47] vs 3.31% [1.12]; adjusted difference, 0.19%; 95% CI, 0.15-0.22). Results were consistent after matching highest and lowest environmentally burdened neighborhoods geospatially and based on other covariates. The associations between environmental burden quartiles and cardiovascular risk factors and diseases were most pronounced among socially vulnerable neighborhoods.
In this cross-sectional study of US neighborhoods, cumulative environmental burden was associated with higher rates of cardiovascular risk factors and diseases, although absolute differences were small. The strongest associations were observed in socially vulnerable neighborhoods. Whether initiatives that address poor environmental conditions will improve cardiovascular health requires additional prospective investigations.
重要性:心血管疾病是美国的主要死因。然而,人们对美国各社区环境负担的累积与心血管健康之间的关联知之甚少。
目的:评估邻里环境负担与心血管风险因素和疾病的流行情况之间的关联,包括整体情况和社会脆弱性水平。
设计、地点和参与者:这是一项全国性的横断面研究,涉及 71659 个美国普查区。美国疾病控制与预防中心(CDC)和毒物与疾病登记署(Agency for Toxic Substances and Disease Registry)的环境负担(EBI)和社会脆弱性指数与 2020 年 CDC PLACES 数据集相关联。数据分析于 2023 年 3 月至 10 月进行。
暴露:EBI 是一种衡量环境负担累积的指标,涵盖了 5 个领域(空气污染、危险或有毒场所、建筑环境、交通基础设施和水污染)。
主要结果和措施:心血管风险因素(高血压、糖尿病和肥胖)和心血管疾病(冠心病和中风)在邻里层面的流行情况。
结果:在美国,环境负担最高的社区(EBI 四分位值最高 quartile)比环境负担最低的社区(EBI 四分位值最低 quartile)更有可能位于城市地区(16626 [92.7%] 比 13414 [75.4%])、中西部地区(5191 [28.9%] 比 2782 [15.6%])、社会脆弱性评分中位数(IQR)更高(0.64 [0.36-0.85] 比 0.42 [0.20-0.65]),并且有更高比例的成年人属于少数族裔(中位数 [IQR],34% [12-73] 比 12% [5-30])。调整后,环境负担最高的社区的心血管风险因素发生率明显高于环境负担最低的社区,包括高血压(平均值 [标准差],32.83% [7.99] 比 32.14% [6.99];调整后的差异,0.84%;95%CI,0.71-0.98)、糖尿病(平均值 [标准差],12.19% [4.33] 比 10.68% [3.27];调整后的差异,0.62%;95%CI,0.53-0.70)和肥胖(平均值 [标准差],33.57% [7.62] 比 30.86% [6.15];调整后的差异,0.77%;95%CI,0.60-0.94)。同样,环境负担最高的社区冠心病(平均值 [标准差],6.66% [2.15] 比 6.82% [2.41];调整后的差异,0.28%;95%CI,0.22-0.33)和中风(平均值 [标准差],3.65% [1.47] 比 3.31% [1.12];调整后的差异,0.19%;95%CI,0.15-0.22)的发生率也明显更高。在对最高和最低环境负担社区进行地理空间匹配和基于其他协变量进行调整后,结果仍然一致。在社会脆弱性社区中,环境负担四分位值与心血管风险因素和疾病之间的关联最为显著。
结论:在这项美国社区的横断面研究中,累积环境负担与心血管风险因素和疾病的发生率较高有关,尽管绝对差异较小。在社会脆弱性社区中观察到的关联最强。解决不良环境条件的举措是否会改善心血管健康,这需要进一步的前瞻性研究。