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Research ArticleNeurovascular/Stroke Imaging

Location-Specific Net Water Uptake and Malignant Cerebral Edema in Acute Anterior Circulation Occlusion Ischemic Stroke

XiaoQing Cheng, Bing Tian, LiJun Huang, Xi Shen, AnYu Liao, ChangSheng Zhou, Quan Hui Liu, HuiMin Pang, JinJing Tang, BaiYan Luo, Xia Tian, YuXi Hou, LuGuang Chen, Qian Chen, WuSheng Zhu, ChengWei Shao, XinDao Yin and GuangMing Lu
American Journal of Neuroradiology July 2025, 46 (7) 1329-1335; DOI: https://doi.org/10.3174/ajnr.A8659
XiaoQing Cheng
aFrom the Department of Medical Imaging (X.C., C.Z., Q.H.L., H.P., J.T., B.L., G.L.), Nanjing Jinling Hospital, Nanjing University School of Medicine, Nanjing, Jiangsu, China
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Bing Tian
bDepartment of Radiology (B.T., X.T., Y.H., L.C., C.S.), Changhai Hospital of Shanghai, The First Affiliated Hospital of Navy Medical University, Shanghai, China
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LiJun Huang
cDepartment of Medical Imaging (L.H.), the First School of Clinical Medicine, Nanjing Jinling Hospital, Southern Medical University, Nanjing, Jiangsu, China
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Xi Shen
dDepartment of Medical Imaging (X.S.), Nanjing Jinling Hospital, Nanjing Medical University, Nanjing, Jiangsu, China
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AnYu Liao
eDepartment of Neurology (A.L., W.Z.), Nanjing Jinling Hospital, Nanjing University School of Medicine, Nanjing, Jiangsu, China.
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ChangSheng Zhou
aFrom the Department of Medical Imaging (X.C., C.Z., Q.H.L., H.P., J.T., B.L., G.L.), Nanjing Jinling Hospital, Nanjing University School of Medicine, Nanjing, Jiangsu, China
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Quan Hui Liu
aFrom the Department of Medical Imaging (X.C., C.Z., Q.H.L., H.P., J.T., B.L., G.L.), Nanjing Jinling Hospital, Nanjing University School of Medicine, Nanjing, Jiangsu, China
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HuiMin Pang
aFrom the Department of Medical Imaging (X.C., C.Z., Q.H.L., H.P., J.T., B.L., G.L.), Nanjing Jinling Hospital, Nanjing University School of Medicine, Nanjing, Jiangsu, China
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JinJing Tang
aFrom the Department of Medical Imaging (X.C., C.Z., Q.H.L., H.P., J.T., B.L., G.L.), Nanjing Jinling Hospital, Nanjing University School of Medicine, Nanjing, Jiangsu, China
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BaiYan Luo
aFrom the Department of Medical Imaging (X.C., C.Z., Q.H.L., H.P., J.T., B.L., G.L.), Nanjing Jinling Hospital, Nanjing University School of Medicine, Nanjing, Jiangsu, China
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Xia Tian
bDepartment of Radiology (B.T., X.T., Y.H., L.C., C.S.), Changhai Hospital of Shanghai, The First Affiliated Hospital of Navy Medical University, Shanghai, China
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YuXi Hou
bDepartment of Radiology (B.T., X.T., Y.H., L.C., C.S.), Changhai Hospital of Shanghai, The First Affiliated Hospital of Navy Medical University, Shanghai, China
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LuGuang Chen
bDepartment of Radiology (B.T., X.T., Y.H., L.C., C.S.), Changhai Hospital of Shanghai, The First Affiliated Hospital of Navy Medical University, Shanghai, China
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Qian Chen
fDepartments of Radiology (Q.C., X.Y.)., Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu, China
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WuSheng Zhu
eDepartment of Neurology (A.L., W.Z.), Nanjing Jinling Hospital, Nanjing University School of Medicine, Nanjing, Jiangsu, China.
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ChengWei Shao
bDepartment of Radiology (B.T., X.T., Y.H., L.C., C.S.), Changhai Hospital of Shanghai, The First Affiliated Hospital of Navy Medical University, Shanghai, China
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XinDao Yin
fDepartments of Radiology (Q.C., X.Y.)., Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu, China
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GuangMing Lu
aFrom the Department of Medical Imaging (X.C., C.Z., Q.H.L., H.P., J.T., B.L., G.L.), Nanjing Jinling Hospital, Nanjing University School of Medicine, Nanjing, Jiangsu, China
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Abstract

BACKGROUND AND PURPOSE: Early identification of malignant cerebral edema (MCE) in patients with acute ischemic stroke is crucial for timely interventions. We aimed to identify regions critically associated with MCE using the ASPECTS to evaluate the association between location-specific net water uptake (NWU) and MCE.

MATERIALS AND METHODS: This multicenter, retrospective cohort study included patients with acute ischemic stroke following large anterior circulation occlusion. The ASPECTS was determined by RAPID ASPECTS software. ASPECTS-NWU and Region-NWU were calculated automatically by comparing the Hounsfield unit values in the ischemic and contralateral regions. Critical ASPECTS MCE regions and Region-NWU were evaluated by multivariate logistic regression and the areas under the receiver operating characteristic curves (AUCs).

RESULTS: The study included 513 patients. Multivariate analysis showed that the ASPECTS insula (OR = 2.49; 95% CI, 1.44–4.31) and M5 (OR = 1.59; 95% CI, 1.11–3.41) regions were significantly associated with MCE. After adjustment, only the insula (OR = 2.34; 95% CI, 1.23–4.45) was independently associated with MCE. Univariable receiver operating characteristic curve analysis found AUCs for Insula-NWU (AUC, 0.70; 95% CI, 0.65–0.76) and ASPECTS-NWU (AUC, 0.64; 95% CI, 0.58–0.70). The Insula-NWU had better diagnostic power than ASPECTS-NWU (DeLong test; P = .01). A multivariate regression model that combined the NIHSS, ASPECTS, insula involvement, and Insula-NWU had good discriminatory power (AUC = 0.80; 95% CI, 0.74–0.86) and better diagnostic power than Insula-NWU (DeLong test; P < .01).

CONCLUSIONS: The insula region is critical for MCE, and Insula-NWU has better prediction efficacy than ASPECTS-NWU. This method does not rely on advanced imaging, facilitating rapid assessment in emergencies.

ABBREVIATIONS:

AUC
area under the receiver operating characteristic curve
HU
Hounsfield unit
MCE
malignant cerebral edema
NWU
net water uptake
ROC
receiver operating characteristic curve
  • © 2025 by American Journal of Neuroradiology
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American Journal of Neuroradiology: 46 (7)
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XiaoQing Cheng, Bing Tian, LiJun Huang, Xi Shen, AnYu Liao, ChangSheng Zhou, Quan Hui Liu, HuiMin Pang, JinJing Tang, BaiYan Luo, Xia Tian, YuXi Hou, LuGuang Chen, Qian Chen, WuSheng Zhu, ChengWei Shao, XinDao Yin, GuangMing Lu
Location-Specific Net Water Uptake and Malignant Cerebral Edema in Acute Anterior Circulation Occlusion Ischemic Stroke
American Journal of Neuroradiology Jul 2025, 46 (7) 1329-1335; DOI: 10.3174/ajnr.A8659

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The insula and malignant cerebral edema
XiaoQing Cheng, Bing Tian, LiJun Huang, Xi Shen, AnYu Liao, ChangSheng Zhou, Quan Hui Liu, HuiMin Pang, JinJing Tang, BaiYan Luo, Xia Tian, YuXi Hou, LuGuang Chen, Qian Chen, WuSheng Zhu, ChengWei Shao, XinDao Yin, GuangMing Lu
American Journal of Neuroradiology Jul 2025, 46 (7) 1329-1335; DOI: 10.3174/ajnr.A8659
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