Mathematical modeling of severe ischemic stroke with multiple organ failure: a retrospective observational study

V. Silkin, V. I. Ershov, V. Burdakov, T. Biryukova, A. Bredikhin, T. Y. L. T. Yu. Lozinskaya
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Abstract

INTRODUCTION: The development of organ dysfunctions and multiple organ failure (MOF) in patients with severe ischemic stroke (IS) is a factor in aggravating the clinical course and outcome. OBJECTIVE: To study the prognostic aspects of the clinical course and outcomes of severe IS with the development of MOF. MATERIALS AND METHODS: The study included 110 patients with severe IS (National Institutes of Health Stroke Scale ≥ 16 points). To assess the severity of MOF on days 1 and 5 of hospitalization, standard scales SAPS II, SOFA were used. The predictor significance of the indicators was determined by a comparative regression analysis using the least squares method. RESULTS: In patients with a fatal outcome compared to survivors, a higher severity of MOF on the SAPS II was observed both on the first (31 (25; 39) and 24 (21; 29) respectively, p < 0.0001) and fifth days of the disease (40 (33; 49.5) and 29 (25; 35) respectively, p < 0.0001). In the development of severe IS with MOF, an unfavorable outcome is significantly more often observed in the cardioembolic subtype compared to the atherothrombotic subtype of IS (50.75 and 29.85 % respectively, p = 0.0469). The probable mortality according to comparative regression analysis was significantly higher in cardioembolic stroke for patients with MOF severity from 29 to 49 points on the SAPS II (p = 0.0021). CONCLUSIONS: MOF is the most important predictor of death in severe IS. At the same time, the cardioembolic subtype of IS differ by a higher probable mortality in comparison with the atherothrombotic subtype with the MOF severity in the range of 29–49 points according to the SAPS II scale.
严重缺血性脑卒中合并多器官衰竭的数学模型:一项回顾性观察研究
重度缺血性脑卒中(IS)患者器官功能障碍和多器官功能衰竭(MOF)的发展是加重临床病程和预后的一个因素。目的:探讨重症IS患者临床病程及预后与MOF发展的关系。材料与方法:研究纳入110例重度IS患者(美国国立卫生研究院卒中量表≥16分)。采用标准量表SAPS II、SOFA评估住院第1天和第5天MOF的严重程度。采用最小二乘法进行比较回归分析,确定各指标的预测显著性。结果:与幸存者相比,在死亡结局的患者中,SAPS II的MOF严重程度更高,在第一次(31 (25);39)和24 (21);29), p < 0.0001)和发病第5天(40 (33;49.5)和29 (25;35), p < 0.0001)。在严重IS合并MOF的发展过程中,心脏栓塞亚型比动脉粥样硬化血栓亚型更容易出现不良结果(分别为50.75%和29.85%,p = 0.0469)。根据比较回归分析,MOF严重程度在SAPS II评分29 ~ 49分的患者,心源性卒中的可能死亡率显著增高(p = 0.0021)。结论:MOF是严重is患者最重要的死亡预测因子。与此同时,心脏栓塞型IS与动脉粥样硬化血栓型相比,其可能的死亡率更高,根据SAPS II评分,MOF严重程度在29-49分之间。
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