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Improved Turnaround Times | Median time to first decision: 12 days

Research ArticleOriginal Research

Hemodynamic assessment of intracranial atherosclerotic stenosis using angiographic images: correlation with in-stent restenosis

Lijun Wang, Xiangjun Xiao, Yuhao Tan, Lei Qian, Xiaoxi Zhang, Yongxin Zhang, Xuan Zhu, Jianping Xiang, Pengfei Xing, Zifu Li, Rui Zhao, Yongwei Zhang, Lei Zhang, Pengfei Yang and Jianmin Liu
American Journal of Neuroradiology October 2025, ajnr.A9050; DOI: https://doi.org/10.3174/ajnr.A9050
Lijun Wang
aFrom the Neurovascular Center (L.W., X.X, Y.T., L.Q., X.Z., Y.Z., X.Z., P.X., Z.L., R.Z., Y.Z., L.Z., P.Y., J.L.), Changhai Hospital, Naval Medical University, Shanghai, China.
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Xiangjun Xiao
aFrom the Neurovascular Center (L.W., X.X, Y.T., L.Q., X.Z., Y.Z., X.Z., P.X., Z.L., R.Z., Y.Z., L.Z., P.Y., J.L.), Changhai Hospital, Naval Medical University, Shanghai, China.
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Yuhao Tan
aFrom the Neurovascular Center (L.W., X.X, Y.T., L.Q., X.Z., Y.Z., X.Z., P.X., Z.L., R.Z., Y.Z., L.Z., P.Y., J.L.), Changhai Hospital, Naval Medical University, Shanghai, China.
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Lei Qian
aFrom the Neurovascular Center (L.W., X.X, Y.T., L.Q., X.Z., Y.Z., X.Z., P.X., Z.L., R.Z., Y.Z., L.Z., P.Y., J.L.), Changhai Hospital, Naval Medical University, Shanghai, China.
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Xiaoxi Zhang
aFrom the Neurovascular Center (L.W., X.X, Y.T., L.Q., X.Z., Y.Z., X.Z., P.X., Z.L., R.Z., Y.Z., L.Z., P.Y., J.L.), Changhai Hospital, Naval Medical University, Shanghai, China.
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Yongxin Zhang
aFrom the Neurovascular Center (L.W., X.X, Y.T., L.Q., X.Z., Y.Z., X.Z., P.X., Z.L., R.Z., Y.Z., L.Z., P.Y., J.L.), Changhai Hospital, Naval Medical University, Shanghai, China.
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Xuan Zhu
aFrom the Neurovascular Center (L.W., X.X, Y.T., L.Q., X.Z., Y.Z., X.Z., P.X., Z.L., R.Z., Y.Z., L.Z., P.Y., J.L.), Changhai Hospital, Naval Medical University, Shanghai, China.
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Jianping Xiang
bFrom the ArteryFlow Technology Co., Ltd (J.X.), Hangzhou, China.
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Pengfei Xing
aFrom the Neurovascular Center (L.W., X.X, Y.T., L.Q., X.Z., Y.Z., X.Z., P.X., Z.L., R.Z., Y.Z., L.Z., P.Y., J.L.), Changhai Hospital, Naval Medical University, Shanghai, China.
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Zifu Li
aFrom the Neurovascular Center (L.W., X.X, Y.T., L.Q., X.Z., Y.Z., X.Z., P.X., Z.L., R.Z., Y.Z., L.Z., P.Y., J.L.), Changhai Hospital, Naval Medical University, Shanghai, China.
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Rui Zhao
aFrom the Neurovascular Center (L.W., X.X, Y.T., L.Q., X.Z., Y.Z., X.Z., P.X., Z.L., R.Z., Y.Z., L.Z., P.Y., J.L.), Changhai Hospital, Naval Medical University, Shanghai, China.
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Yongwei Zhang
aFrom the Neurovascular Center (L.W., X.X, Y.T., L.Q., X.Z., Y.Z., X.Z., P.X., Z.L., R.Z., Y.Z., L.Z., P.Y., J.L.), Changhai Hospital, Naval Medical University, Shanghai, China.
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Lei Zhang
aFrom the Neurovascular Center (L.W., X.X, Y.T., L.Q., X.Z., Y.Z., X.Z., P.X., Z.L., R.Z., Y.Z., L.Z., P.Y., J.L.), Changhai Hospital, Naval Medical University, Shanghai, China.
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Pengfei Yang
aFrom the Neurovascular Center (L.W., X.X, Y.T., L.Q., X.Z., Y.Z., X.Z., P.X., Z.L., R.Z., Y.Z., L.Z., P.Y., J.L.), Changhai Hospital, Naval Medical University, Shanghai, China.
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Jianmin Liu
aFrom the Neurovascular Center (L.W., X.X, Y.T., L.Q., X.Z., Y.Z., X.Z., P.X., Z.L., R.Z., Y.Z., L.Z., P.Y., J.L.), Changhai Hospital, Naval Medical University, Shanghai, China.
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ABSTRACT

BACKGROUND AND PURPOSE: Cerebral hemodynamics hold profound clinical significance in the comprehensive management of intracranial atherosclerotic stenosis (ICAS). We have developed Angio-FF—a novel non-invasive fractional flow (FF) calculation technique derived from cerebral angiography, for evaluating hemodynamics in patients with ICAS. This study aims to evaluate the clinical applicability of Angio-FF in reflecting cerebral hemodynamics by assessing its correlation with in-stent restenosis (ISR) in ICAS patients.

MATERIALS AND METHODS: A total of 54 patients with severe ICAS who had undergone cerebral angiography were recruited in the study between January 2019 and September 2022. For each patient, both preoperative and immediate postoperative Angio-FF values were collected and compared. During the 6-month follow-up, 9 patients were confirmed to have developed ISR. Receiver-operating characteristic curve (ROC) analysis was performed to evaluate the predictive efficacy of immediate postoperative Angio-FF value in differentiating between ISR and non-ISR.

RESULTS: No statistically significant disparities were detected in pre-operative morphological and hemodynamic between ISR and non-ISR groups. However, the immediately postoperative degree of stenosis (DS)% was significantly different between the ISR and non-ISR groups [26 (22-33) vs. 10 (0-20), P<0.001]. The postoperative Angio-FF value in the ISR group was markedly lower than that in the non-ISR group [0.84 (0.81-0.90) vs. 0.94 (0.87-0.97), P=0.007]. ROC analysis was performed to assess the predictive value of postoperative Angio-FF for ISR (AUC=0.785, 95%CI 0.647 to 0.923), with a cut-off value of 0.845.

CONCLUSIONS: This study reveals that immediately postoperative Angio-FF is an effective predictor of ISR, providing valuable intraoperative information for assessing the effectiveness of stenting in patients with ICAS.

ABBREVIATIONS: DS = degree of stenosis; EVT = endovascular treatment; FF = fractional flow; ICAS = intracranial atherosclerotic stenosis; ISR = in-stent restenosis; PTAS = percutaneous transluminal angioplasty and stenting; TIMI = Thrombolysis in Myocardial Infarction.

Footnotes

  • Lijun Wang, Xiangjun Xiao, and Yuhao Tan contributed equally to this work.

  • © 2025 by American Journal of Neuroradiology

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Accepted Manuscript
Lijun Wang, Xiangjun Xiao, Yuhao Tan, Lei Qian, Xiaoxi Zhang, Yongxin Zhang, Xuan Zhu, Jianping Xiang, Pengfei Xing, Zifu Li, Rui Zhao, Yongwei Zhang, Lei Zhang, Pengfei Yang, Jianmin Liu
Hemodynamic assessment of intracranial atherosclerotic stenosis using angiographic images: correlation with in-stent restenosis
American Journal of Neuroradiology Oct 2025, ajnr.A9050; DOI: 10.3174/ajnr.A9050

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Accepted Manuscript
Hemodynamic assessment of intracranial atherosclerotic stenosis using angiographic images: correlation with in-stent restenosis
Lijun Wang, Xiangjun Xiao, Yuhao Tan, Lei Qian, Xiaoxi Zhang, Yongxin Zhang, Xuan Zhu, Jianping Xiang, Pengfei Xing, Zifu Li, Rui Zhao, Yongwei Zhang, Lei Zhang, Pengfei Yang, Jianmin Liu
American Journal of Neuroradiology Oct 2025, ajnr.A9050; DOI: 10.3174/ajnr.A9050
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