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Tractometry‐Based Estimation of Corticospinal Tract Injury to Assess Initial Impairment and Predict Functional Outcomes in Ischemic Stroke Patients

皮质脊髓束 医学 磁共振弥散成像 部分各向异性 冲程(发动机) 磁共振成像 有效扩散系数 改良兰金量表 接收机工作特性 逻辑回归 核医学 缺血性中风 放射科 心脏病学 内科学 缺血 工程类 机械工程
作者
Yuanhao Li,Su Yan,Guiling Zhang,Nanxi Shen,Di Wu,Jun Lu,Yiran Zhou,Yuanyuan Liu,Hongquan Zhu,Li Li,Shun Zhang,Wenzhen Zhu
出处
期刊:Journal of Magnetic Resonance Imaging [Wiley]
卷期号:55 (4): 1171-1180 被引量:5
标识
DOI:10.1002/jmri.27911
摘要

Corticospinal tract (CST) injury has been shown to exert a major influence on functional recovery after ischemic stroke.To evaluate the prognostic value of CST injury estimated using a recent developed tractometry-based method.Prospective.Forty-eight patients with CST damage induced by stroke lesion who underwent brain magnetic resonance imaging within 7 days from onset.Diffusion-weighted imaging (b = 1000 seconds/mm2 ) and diffusion kurtosis imaging (DKI) spin-echo echo-planar sequence with three b-values (0, 1250, and 2500 seconds/mm2 ) at 3.0 T.A recently developed approach that combines tract segmentation and orientation mapping was used for CST-specific tractography and tractometry. CST injury was estimated using the proposed method with diffusion metrics extracted from DKI sequence and with the first principal component (PC1) of the metrics. We also calculated the weighted lesion load (wLL) for comparison. Clinical evaluation included the National Institutes of Health Stroke Score in the acute phase and the modified Rankin scale at 3 months post-stroke. The correlations between CST injury and initial motor impairment, as well as the prognostic values of CST injury for functional outcomes were evaluated.Pearson correlation and logistic regression. Area under the receiver operating characteristic curve. P < 0.05 was considered statistically significant.CST injury calculated with diffusion metrics except fractional anisotropy all showed significant correlations with initial motor impairment. PC1 achieved the largest correlation coefficient (R = 0.65) compared with wLL and other diffusion metrics. In addition to wLL, DKI_AK, AFD_total, and PC1 maximum all showed predictive values for functional outcomes.Structural injury to CST is important for the assessment of the extent of injury and the prediction of functional outcome. The method proposed in our study could provide an imaging indicator to quantify the CST injury after ischemic stroke.2 TECHNICAL EFFICACY: Stage 1.
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