Stroke Severity Mediates the Association Between Socioeconomic Disadvantage and Poor Outcomes Among Patients With Acute Ischemic Stroke

IF 2.1 Q3 CLINICAL NEUROLOGY Stroke (Hoboken, N.J.) Pub Date : 2023-03-29 DOI:10.1161/svin.122.000487
A. Pan, T. Potter, A. Bako, Jonika Tannous, C. D. McCane, T. Garg, R. Gadhia, V. Misra, John Volpi, D. Chiu, F. Vahidy
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Abstract

Impact of mediating factors on the relationship between socioeconomic disadvantage and outcomes among patients with acute ischemic stroke has not been well characterized. Data on patients with acute ischemic stroke were extracted from electronic medical records, and 90‐day modified Rankin scale (mRS) scores were collected as part of a prospective stroke registry. Exact patient addresses were geocoded and characterized using Area Deprivation Index (ADI) ranks. The 90‐day modified Rankin scale scores ≥3 were categorized as poor outcomes. Logistic regression models (adjusted for treatment with intravenous tissue plasminogen activator or intraarterial therapy, sociodemographics, and comorbidities) were fitted to compute adjusted odds ratios (aORs) and 95% CIs for total effect of high ADI on poor outcomes. In‐hospital mortality (versus survived) and unfavorable (versus favorable) discharge disposition were also evaluated as outcomes. Structural equation modeling was used to report the average causal mediation effects of stroke severity (National Institutes of Health Stroke Scale [NIHSS]) and treatment (intravenous tissue plasminogen activator or intraarterial therapy). Between May 2016 and December 2021, 13 641 patients with acute ischemic stroke (median age, 69 years; 50.1% women) were included. Among 3002 patients with functional outcomes data, a high ADI was significantly associated with poor 90‐day modified Rankin scale score (aOR, 1.16 [95% CI, 1.04–1.29]). Patients in higher ADI neighborhoods had increased odds of having higher NIHSS scores (aOR, 1.19 [95% CI, 1.07–1.32]). Likewise, a higher NIHSS score was associated with poor 90‐day modified Rankin scale score (aOR, 9.34 [95% CI, 7.64–11.5]). The effect of neighborhood disadvantage on poor 90‐day modified Rankin scale score was 59% mediated by NIHSS score (average causal mediation effects: P <0.001). NIHSS score also accounted for 93% of the pathway for unfavorable discharges. In‐hospital mortality was not associated with ADI, and treatment did not significantly mediate any outcomes. Neighborhood disadvantage leads to unfavorable hospital discharges and worse 90‐day disability, mediated via stroke severity. Tracking social determinants of health may identify opportunities for reducing the onset of severe strokes and poor outcomes.
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脑卒中严重程度介导急性缺血性脑卒中患者社会经济劣势与不良预后之间的关联
中介因素对急性缺血性卒中患者社会经济劣势与预后之间关系的影响尚未得到很好的表征。从电子医疗记录中提取急性缺血性卒中患者的数据,并收集90天改良兰金量表(mRS)评分作为前瞻性卒中登记的一部分。使用区域剥夺指数(ADI)等级对确切的患者地址进行地理编码和表征。90天改良Rankin量表评分≥3分被归类为不良结果。拟合逻辑回归模型(根据静脉组织纤溶酶原激活剂治疗或动脉内治疗、社会人口统计学和合并症进行调整),以计算高ADI对不良结果的总影响的调整比值比(aORs)和95%置信区间。住院死亡率(与存活率相比)和不良(与有利)出院处置也被评估为结果。结构方程模型用于报告卒中严重程度(美国国立卫生研究院卒中量表[NHSS])和治疗(静脉组织纤溶酶原激活剂或动脉内治疗)的平均因果中介作用。2016年5月至2021年12月,纳入了13641名急性缺血性中风患者(中位年龄69岁;50.1%为女性)。在3002名有功能结果数据的患者中,高ADI与较差的90天改良Rankin量表评分(aOR,1.16[95%CI,1.04-1.29])显著相关。ADI较高社区的患者具有较高NIHSS评分的几率增加(aOR、1.19[95%CI、1.07-1.32])。同样,较高的NIHSS评分与较差的90天改良Rankin量表评分相关(aOR,9.34[95%CI,7.64-11.5])。邻里劣势对较差的90天改良Rankin评分的影响有59%是由NIHSS评分介导的(平均因果中介效应:P<0.001)。NIHSS评分也占不良出院途径的93%。住院死亡率与ADI无关,治疗也没有显著调节任何结果。邻里劣势导致不利的出院和更严重的90天残疾,这是由中风严重程度介导的。追踪健康的社会决定因素可以确定减少严重中风和不良后果的机会。
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