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术前椎旁肌的MRI分割与创伤性臂丛神经损伤的术中发现相关。

Preoperative MRI Segmentation of Paraspinal Muscles Is Associated with Intraoperative Findings of Traumatic Brachial Plexus Injury.

作者信息

Zheng Yun-Cong, Lu Johnny Chuieng-Yi, Chang Tommy Nai-Jen, Lin Yenpo, Lin Yu-Ching, Kuo Jung-Yu, Tania Janice, Liao Yi-Ting, Tseng Yi-Ping, Liang Hsiang-Kuang Tony, Chuang David Chwei-Chin

机构信息

Department of Biomedical Engineering, National Taiwan University, No. 1, Section 4, Roosevelt Rd, Zhongzheng District, Taipei City 10617, Taiwan.

School of Medicine, College of Medicine, Chang Gung University, Taoyuan City, Taiwan.

出版信息

Radiology. 2025 Aug;316(2):e242177. doi: 10.1148/radiol.242177.

Abstract

Background Surgical decisions for traumatic brachial plexus injury (TBPI) depend on the severity of nerve root injury, especially total root avulsion and partial root avulsion, determined with MRI and intraoperative findings. However, the use of quantitative MRI indexes to distinguish normal roots, total root avulsion, and partial root avulsion remains to be explored. Purpose To develop a diagnostic system using paraspinal muscle volumetric segmentation in MRI assessments of TBPI. Materials and Methods In this single-center retrospective study, data from patients diagnosed with TBPI from December 2014 to June 2023 were reviewed. Cervical paraspinal muscles were volumetrically segmented using preoperative gadolinium-enhanced T1-weighted MRI. Muscles were labeled according to injury side (right vs left), root level (C4 through C7), and layer depth (superficial to deep layers). Diagnostic accuracy of the ratio of the segmented muscle volume on the lesion side to that on the normal side (hereafter, L/N volume ratio), neurologic and/or physical examination, and MRI reports differentiating the severity of root injury (normal roots, partial root avulsion, and total root avulsion) were evaluated using the area under the receiver operating characteristic curve (AUC) analysis, with surgical findings as the reference standard. A value of less than .05 was considered to indicate a statistically significant difference. Results In total, 145 patients with TBPI (mean age, 30 years ± 13 [SD]; 121 men) were evaluated. The L/N volume ratio in layer 4 paraspinal muscles (semispinalis cervicis and multifidus) was associated with TBPI severity at C4 through C7 (higher in patients with normal root vs partial root avulsion: < .001 for C4 through C6, = .16 for C7; higher in patients with partial vs total root avulsion: = .03 for C4, < .001 for C5 through C7). Optimal cutoff values were 0.95 (normal vs avulsion) and 0.80 (partial vs total root avulsion) based on pooled data. Diagnostic accuracy (AUC) for normal roots versus injured roots was 0.80 with neurologic and/or physical examination, 0.85 with MRI, and 0.88 with L/N volume ratio and that for partial versus total root avulsion was 0.59, 0.76, and 0.91, respectively. The L/N volume ratio cutoffs enabled accurate diagnosis of all four roots in 55.2% (80 of 145) and three of four roots in 29.0% (42 of 145) of patients. Conclusion MRI-based volumetric analysis of paraspinal muscles in patients with TBPI accurately distinguished the severity of root injury, which was associated with intraoperative findings. © RSNA, 2025 See also the editorial by Sneag and Ensle in this issue.

摘要

背景 创伤性臂丛神经损伤(TBPI)的手术决策取决于神经根损伤的严重程度,尤其是完全性神经根撕脱和部分性神经根撕脱,这可通过磁共振成像(MRI)及术中所见来确定。然而,利用定量MRI指标来区分正常神经根、完全性神经根撕脱和部分性神经根撕脱仍有待探索。目的 开发一种在TBPI的MRI评估中使用椎旁肌容积分割的诊断系统。材料与方法 在这项单中心回顾性研究中,对2014年12月至2023年6月诊断为TBPI的患者数据进行了回顾。使用术前钆增强T1加权MRI对颈段椎旁肌进行容积分割。根据损伤侧(右侧与左侧)、神经根水平(C4至C7)和层深(从浅层到深层)对肌肉进行标记。以手术结果作为参考标准,采用受试者操作特征曲线(ROC)下面积分析评估病变侧分割肌肉体积与正常侧分割肌肉体积之比(以下简称L/N体积比)、神经和/或体格检查以及MRI报告区分神经根损伤严重程度(正常神经根、部分性神经根撕脱和完全性神经根撕脱)的诊断准确性。P值小于0.05被认为具有统计学显著差异。结果 共评估了145例TBPI患者(平均年龄30岁±13[标准差];121例男性)。第4层椎旁肌(颈半棘肌和多裂肌)的L/N体积比与C4至C7的TBPI严重程度相关(正常神经根患者与部分性神经根撕脱患者相比更高:C4至C6时P<0.001,C7时P = 0.16;部分性神经根撕脱患者与完全性神经根撕脱患者相比更高:C4时P = 0.03,C5至C7时P<0.001)。根据汇总数据,最佳截断值为0.95(正常与撕脱)和0.80(部分性与完全性神经根撕脱)。正常神经根与损伤神经根的诊断准确性(ROC下面积)在神经和/或体格检查时为0.80,在MRI时为0.85,在L/N体积比时为0.88,部分性与完全性神经根撕脱的诊断准确性分别为0.59、0.76和0.91。L/N体积比截断值能够在55.2%(145例中的80例)的患者中准确诊断所有四根神经根,在29.0%(145例中的42例)的患者中准确诊断四根神经根中的三根。结论 基于MRI的TBPI患者椎旁肌容积分析准确区分了神经根损伤的严重程度,这与术中所见相关。©RSNA,2025 另见本期Sneag和Ensle的社论。

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