Yu Yipeng, Zhang Lulu, Fang Qi
Department of Neurology, The First Affiliated Hospital of Soochow University, Suzhou, China.
Department of Neurology, Dushu Lake Hospital Affiliated to Soochow University, Suzhou, China.
CNS Neurosci Ther. 2025 Sep;31(9):e70589. doi: 10.1111/cns.70589.
The tissue window is increasingly recognized in guiding reperfusion therapy beyond the standard time window in acute ischemic stroke (AIS). This study aims to develop a nomogram incorporating an ischemic core growth rate index to provide individualized prediction of neurological outcomes in AIS patients who received intravenous thrombolysis (IVT).
A retrospective study was conducted at the First Affiliated Hospital of Soochow University (2016-2023). A lasso-logistic method was employed for variable selection and model construction. The performance of the model was evaluated using the receiver operating characteristic curve, calibration curve, decision curve analysis, and compared with a conventional indexed one.
The study cohort comprised 553 patients with favorable outcomes (median ischemic core growth rate: 1.4 [0.5, 4.1] mL/h) and 198 patients with poor outcomes (median ischemic core growth rate: 5.7 [1.1, 14.2] mL/h). The nomogram included diabetes, TOAST classification, ischemic core growth rate, neutrophil count, direct bilirubin, and NIHSS score at admission. It achieved an AUC of 0.882 (95% CI: 0.855-0.908), outperforming the conventional indexed one. Calibration showed good agreement between predicted and observed outcomes (Hosmer-Lemeshow p = 0.851).
Ischemic core growth rate strongly correlates with neurological prognosis in AIS. This nomogram offers reliable predictions for IVT outcomes.
组织窗在指导急性缺血性卒中(AIS)超标准时间窗的再灌注治疗中日益受到认可。本研究旨在开发一种纳入缺血核心生长率指数的列线图,以对接受静脉溶栓(IVT)的AIS患者的神经功能结局进行个体化预测。
在苏州大学第一附属医院进行了一项回顾性研究(2016 - 2023年)。采用套索逻辑回归方法进行变量选择和模型构建。使用受试者工作特征曲线、校准曲线、决策曲线分析对模型性能进行评估,并与传统指数模型进行比较。
研究队列包括553例预后良好的患者(缺血核心生长率中位数:1.4 [0.5, 4.1] mL/h)和198例预后不良的患者(缺血核心生长率中位数:5.7 [1.1, 14.2] mL/h)。列线图纳入了糖尿病、TOAST分类、缺血核心生长率、中性粒细胞计数、直接胆红素和入院时的美国国立卫生研究院卒中量表(NIHSS)评分。其曲线下面积(AUC)为0.882(95%置信区间:0.855 - 0.908),优于传统指数模型。校准显示预测结果与观察结果之间具有良好的一致性(Hosmer - Lemeshow检验p = 0.851)。
缺血核心生长率与AIS患者的神经预后密切相关。该列线图为IVT结局提供了可靠的预测。