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基于自动加权净水分摄取预测成功再通的大血管闭塞性脑梗死恶性水肿

Enhanced Prediction of Malignant Cerebral Edema in Large Vessel Occlusion with Successful Recanalization Through Automated Weighted Net Water Uptake.

机构信息

Suzhou Medical College of Soochow University, Suzhou, Jiangsu, China; Department of Radiology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China.

Department of Radiology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China.

出版信息

World Neurosurg. 2024 Aug;188:e312-e319. doi: 10.1016/j.wneu.2024.05.101. Epub 2024 May 23.

Abstract

BACKGROUND

Malignant cerebral edema (MCE) is associated with both net water uptake (NWU) and infarct volume. We hypothesized that NWU weighted by the affected Alberta Stroke Program Early Computed Tomography Score (ASPECTS) regions could serve as a quantitative imaging biomarker of aggravated edema development in acute ischemic stroke with large vessel occlusion (LVO). The aim of this study was to evaluate the performance of weighted NWU (wNWU) to predict MCE in patients with mechanical thrombectomy (MT).

METHODS

We retrospectively analyzed consecutive patients who underwent MT due to LVO. NWU was computed from nonenhanced computed tomography scans upon admission using automated ASPECTS software. wNWU was derived by multiplying NWU with the number of affected ASPECTS regions in the ischemic hemisphere. Predictors of MCE were assessed through multivariate logistic regression analysis and receiver operating characteristic curves.

RESULTS

NWU and wNWU were significantly higher in MCE patients than in non-MCE patients. Vessel recanalization status influenced the performance of wNWU in predicting MCE. In patients with successful recanalization, wNWU was an independent predictor of MCE (adjusted odds ratio 1.61; 95% confidence interval [CI] 1.24-2.09; P < 0.001). The model integrating wNWU, National Institutes of Health Stroke Scale, and collateral score exhibited an excellent performance in predicting MCE (area under the curve 0.80; 95% CI 0.75-0.84). Among patients with unsuccessful recanalization, wNWU did not influence the development of MCE (adjusted odds ratio 0.99; 95% CI 0.60-1.62; P = 0.953).

CONCLUSIONS

This study revealed that wNWU at admission can serve as a quantitative predictor of MCE in LVO with successful recanalization after MT and may contribute to the decision for early intervention.

摘要

背景

恶性脑水肿(MCE)与净水分摄取(NWU)和梗死体积有关。我们假设,受影响的阿尔伯塔卒中计划早期计算机断层扫描评分(ASPECTS)区域加权的 NWU 可以作为急性缺血性卒中伴大血管闭塞(LVO)患者水肿加重发展的定量影像学生物标志物。本研究旨在评估加权 NWU(wNWU)在机械血栓切除术(MT)患者中预测 MCE 的性能。

方法

我们回顾性分析了因 LVO 而行 MT 的连续患者。入院时使用自动 ASPECTS 软件从非增强计算机断层扫描中计算 NWU。wNWU 通过将 NWU 与缺血半球受累 ASPECTS 区域的数量相乘得出。通过多变量逻辑回归分析和受试者工作特征曲线评估 MCE 的预测因素。

结果

MCE 患者的 NWU 和 wNWU 明显高于非 MCE 患者。血管再通状态影响 wNWU 预测 MCE 的性能。在成功再通的患者中,wNWU 是 MCE 的独立预测因素(调整后的优势比 1.61;95%置信区间 [CI] 1.24-2.09;P<0.001)。整合 wNWU、国立卫生研究院卒中量表和侧支评分的模型在预测 MCE 方面表现出色(曲线下面积 0.80;95%CI 0.75-0.84)。在再通不成功的患者中,wNWU 不会影响 MCE 的发生(调整后的优势比 0.99;95%CI 0.60-1.62;P=0.953)。

结论

本研究表明,入院时的 wNWU 可以作为 MT 后成功再通的 LVO 中 MCE 的定量预测因子,并可能有助于早期干预的决策。

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