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轻度卒中静脉溶栓预后结局的临床预测

Clinical prediction of prognostic outcome of intravenous thrombolysis in mild stroke.

作者信息

Feng Chao, Dai Bing, Yang Mo, Yu Feifei, Liang Qing, Li Yinglei, Qie Tao

机构信息

Department of Emergency Medicine, Baoding No.1 Central Hospital, Baoding, China.

出版信息

Medicine (Baltimore). 2025 Jun 20;104(25):e42848. doi: 10.1097/MD.0000000000042848.

Abstract

Development and validation of an easy-to-visualize nomogram for acute mild ischemic stroke (MIS) with unfavorable outcome 3 months after application of alteplase intravenous thrombolysis. A retrospective cohort study analysis was conducted at the Baoding First Central Hospital, involving 461 patients diagnosed with acute MIS who received alteplase thrombolysis within the treatment time window. The LASSO regression technique was employed to identify significant variables and develop nomograms. The model's performance was assessed through area under curve-receiver operating characteristic curves, calibration plots, and decision curves, followed by a final evaluation of its validity. Five predictors that were found to be significantly associated with a 3-month adverse prognosis in patients who underwent intravenous thrombolysis for mild stroke were identified as door-to-needle time, homocysteine levels, brain natriuretic peptide, postthrombolysis National Institutes of Health Stroke Scale (NIHSS) score (i.e., immediate postthrombolysis NIHSS score, postthrombolysis NIHSS score (P-NIHSS)), and the monocyte to high-density lipoprotein cholesterol ratio. A visualization chart was constructed. The model had strong predictive performance, with an area under curve-receiver operating characteristic curves of 0.904 (95% confidence interval, 0.858-0.944) for the training cohort and 0.852 (95% confidence interval, 0.768-0.917) for the validation cohort. This straightforward predictive model efficiently identifies factors linked to unfavorable prognosis at the 3-month mark following intravenous thrombolytic therapy for acute MIS, thereby enhancing clinical practice and optimizing the distribution of social resources.

摘要

急性轻度缺血性卒中(MIS)应用阿替普酶静脉溶栓治疗3个月后不良结局的简易可视化列线图的开发与验证。在保定市第一中心医院进行了一项回顾性队列研究分析,纳入461例在治疗时间窗内接受阿替普酶溶栓治疗的急性MIS患者。采用LASSO回归技术识别显著变量并构建列线图。通过曲线下面积-受试者操作特征曲线、校准图和决策曲线评估模型性能,随后对其有效性进行最终评估。确定了5个与轻度卒中静脉溶栓患者3个月不良预后显著相关的预测因素,分别为门到针时间、同型半胱氨酸水平、脑钠肽、溶栓后美国国立卫生研究院卒中量表(NIHSS)评分(即溶栓后即刻NIHSS评分、溶栓后NIHSS评分(P-NIHSS))以及单核细胞与高密度脂蛋白胆固醇比值。构建了可视化图表。该模型具有较强的预测性能,训练队列的曲线下面积-受试者操作特征曲线为0.904(95%置信区间,0.858-0.944),验证队列的为0.852(95%置信区间,0.768-0.917)。这种简单的预测模型能够有效识别急性MIS静脉溶栓治疗后3个月时与不良预后相关的因素,从而改善临床实践并优化社会资源分配。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/888a/12187343/6168c90f6f4b/medi-104-e42848-g001.jpg

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