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美国缺血性心脏病死亡率的行为风险因素和社会经济不平等:基于记录链接数据的因果中介分析。

Behavioral risk factors and socioeconomic inequalities in ischemic heart disease mortality in the United States: A causal mediation analysis using record linkage data.

机构信息

Alcohol Research Group, Public Health Institute, Emeryville, California, United States of America.

Institute for Mental Health Policy Research, Centre for Addiction and Mental Health, Toronto, Canada.

出版信息

PLoS Med. 2024 Sep 17;21(9):e1004455. doi: 10.1371/journal.pmed.1004455. eCollection 2024 Sep.

Abstract

BACKGROUND

Ischemic heart disease (IHD) is a major cause of death in the United States (US), with marked mortality inequalities. Previous studies have reported inconsistent findings regarding the contributions of behavioral risk factors (BRFs) to socioeconomic inequalities in IHD mortality. To our knowledge, no nationwide study has been conducted on this topic in the US.

METHODS AND FINDINGS

In this cohort study, we obtained data from the 1997 to 2018 National Health Interview Survey with mortality follow-up until December 31, 2019 from the National Death Index. A total of 524,035 people aged 25 years and older were followed up for 10.3 years on average (SD: 6.1 years), during which 13,256 IHD deaths occurred. Counterfactual-based causal mediation analyses with Cox proportional hazards models were performed to quantify the contributions of 4 BRFs (smoking, alcohol use, physical inactivity, and BMI) to socioeconomic inequalities in IHD mortality. Education was used as the primary indicator for socioeconomic status (SES). Analyses were performed stratified by sex and adjusted for marital status, race and ethnicity, and survey year. In both males and females, clear socioeconomic gradients in IHD mortality were observed, with low- and middle-education people bearing statistically significantly higher risks compared to high-education people. We found statistically significant natural direct effects of SES (HR = 1.16, 95% CI: 1.06, 1.27 in males; HR = 1.28, 95% CI: 1.10, 1.49 in females) on IHD mortality and natural indirect effects through the causal pathways of smoking (HR = 1.18, 95% CI: 1.15, 1.20 in males; HR = 1.11, 95% CI: 1.08, 1.13 in females), physical inactivity (HR = 1.16, 95% CI: 1.14, 1.19 in males; HR = 1.18, 95% CI: 1.15, 1.20 in females), alcohol use (HR = 1.07, 95% CI: 1.06, 1.09 in males; HR = 1.09, 95% CI: 1.08, 1.11 in females), and BMI (HR = 1.03, 95% CI: 1.02, 1.04 in males; HR = 1.03, 95% CI: 1.02, 1.04 in females). Smoking, physical inactivity, alcohol use, and BMI mediated 29% (95% CI, 24%, 35%), 27% (95% CI, 22%, 33%), 12% (95% CI, 10%, 16%), and 5% (95% CI, 4%, 7%) of the inequalities in IHD mortality between low- and high-education males, respectively; the corresponding proportions mediated were 16% (95% CI, 11%, 23%), 26% (95% CI, 20%, 34%), 14% (95% CI, 11%, 19%), and 5% (95% CI, 3%, 7%) in females. Proportions mediated were slightly lower with family income used as the secondary indicator for SES. The main limitation of the methodology is that we could not rule out residual exposure-mediator, exposure-outcome, and mediator-outcome confounding.

CONCLUSIONS

In this study, BRFs explained more than half of the educational differences in IHD mortality, with some variations by sex. Public health interventions to reduce intermediate risk factors are crucial to reduce the socioeconomic disparities and burden of IHD mortality in the general US population.

摘要

背景

缺血性心脏病(IHD)是美国(US)的主要死亡原因,具有显著的死亡率不平等。先前的研究报告称,行为风险因素(BRFs)对 IHD 死亡率的社会经济不平等的贡献存在不一致的发现。据我们所知,美国尚未对此主题进行过全国性研究。

方法和发现

在这项队列研究中,我们从国家健康访谈调查(1997 年至 2018 年)中获取了数据,并从国家死亡指数获得了截至 2019 年 12 月 31 日的死亡率随访数据。共有 524035 名年龄在 25 岁及以上的人平均随访了 10.3 年(SD:6.1 年),在此期间发生了 13256 例 IHD 死亡。我们使用 Cox 比例风险模型进行了基于反事实的因果中介分析,以量化 4 个 BRFs(吸烟、饮酒、身体活动不足和 BMI)对 IHD 死亡率的社会经济不平等的贡献。教育被用作社会经济地位(SES)的主要指标。分析按性别分层,并调整了婚姻状况、种族和民族以及调查年份。在男性和女性中,IHD 死亡率都存在明显的社会经济梯度,与高教育人群相比,低教育和中等教育人群的风险显著更高。我们发现 SES 的统计学显著自然直接效应(HR=1.16,95%CI:1.06,1.27 在男性;HR=1.28,95%CI:1.10,1.49 在女性)对 IHD 死亡率的影响以及通过吸烟(HR=1.18,95%CI:1.15,1.20 在男性;HR=1.11,95%CI:1.08,1.13 在女性)、身体活动不足(HR=1.16,95%CI:1.14,1.19 在男性;HR=1.18,95%CI:1.15,1.20 在女性)、饮酒(HR=1.07,95%CI:1.06,1.09 在男性;HR=1.09,95%CI:1.08,1.11 在女性)和 BMI(HR=1.03,95%CI:1.02,1.04 在男性;HR=1.03,95%CI:1.02,1.04 在女性)的因果途径的自然间接效应。吸烟、身体活动不足、饮酒和 BMI 分别解释了低教育和高教育男性之间 IHD 死亡率差异的 29%(95%CI,24%,35%)、27%(95%CI,22%,33%)、12%(95%CI,10%,16%)和 5%(95%CI,4%,7%);相应的比例在女性中分别为 16%(95%CI,11%,23%)、26%(95%CI,20%,34%)、14%(95%CI,11%,19%)和 5%(95%CI,3%,7%)。SES 的次要指标是家庭收入时,中介比例略有降低。该方法的主要局限性是我们无法排除残余的暴露-中介物、暴露-结果和中介物-结果混杂。

结论

在这项研究中,BRFs 解释了 IHD 死亡率中超过一半的教育差异,性别之间存在一些差异。减少中间风险因素的公共卫生干预措施对于减少美国普通人群中 IHD 死亡率的社会经济差异和负担至关重要。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fbd6/11407680/107befe143fe/pmed.1004455.g001.jpg

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