Assessing the predictive utility of preoperative canal diameter, foraminal stenosis, and cord-lamina angle for postoperative C5 palsy: a matched cohort validation study.
Gregory R Toci, Jonathan Dalton, Rachel Huang, William A Green, Mitchell K Ng, Michael Carter, Aditya S Mazmudar, Robert J Oris, Joshua Mathew, Gregorio Baek, Rajkishen Narayanan, Andrew Kim, Sebastian Fras, Marco Goldberg, Evgeniy Uvarov, Mark F Kurd, Ian David Kaye, Jose A Canseco, Alan S Hilibrand, Alexander R Vaccaro, Gregory D Schroeder, Christopher K Kepler
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引用次数: 0
Abstract
Objective: Postoperative C5 palsy is a debilitating complication of cervical spine surgery with unclear etiology. A previous study of 12 patients proposed a three-variable model to predict postoperative C5 palsy based on MRI measurements of the anteroposterior diameter of the spinal canal (APD), foraminal diameter (FD), and cord-lamina angle (CLA). The initial paper reported an area under the receiver operating characteristic (ROC) curve (AUC) of 0.97, with a sensitivity of 91% and specificity of 100%. This study aimed to validate the three-variable model and its individual components in a larger patient cohort.
Methods: Adult patients who underwent anterior or posterior cervical discectomy and fusion at C4-5 with subsequent C5 palsy were retrospectively identified (2010-2023). Postoperative C5 palsy was defined as a new or increased deltoid/biceps weakness on manual motor testing. Patients with C5 palsy were propensity score-matched 1 to 3 to a control group based on age, sex, Charlson Comorbidity Index score, procedure type, and levels fused. A biostatistician used the APD, FD, and CLA MRI measurements to calculate ROC curves, sensitivities, and specificities for single- and three-variable predictive models of postoperative C5 palsy.
Results: A total of 42 patients with C5 palsy were matched to 126 controls. There were no significant differences in preoperative APD (mean 9.20 vs 9.45 mm, p = 0.426), minimum FD (mean 1.82 vs 1.90 mm, p = 0.609), or maximum CLA (mean 38.8° vs 38.5°, p = 0.867) between the C5 palsy and control groups. The APD had an AUC of 0.455, sensitivity of 0.912, and specificity of 0.148. The minimum FD had an AUC of 0.501, sensitivity of 0.765, and specificity of 0.330. The maximum CLA had an AUC of 0.513, sensitivity of 0.765, and specificity of 0.348. When applied collectively, the three-variable predictive model performed similarly to chance, yielding an AUC of 0.519 (95% CI 0.410-0.628), sensitivity of 0.676, and specificity of 0.452.
Conclusions: In a large, well-matched validation cohort, the preoperative MRI parameters of the APD, FD, and CLA were not predictive of postoperative C5 palsy, both individually and as a three-variable model. The etiology of C5 palsy remains poorly understood and reliable preoperative predictors have yet to be identified. The previously proposed three-variable model demonstrated inconsistent predictive utility for postoperative C5 palsy, and the model should be interpreted with caution before more rigorous external validation.
目的:颈椎术后C5麻痹是颈椎外科手术中一种致残性并发症,病因不明。先前一项对12例患者的研究提出了一个基于MRI测量椎管前后径(APD)、椎间孔直径(FD)和脊髓-椎板角(CLA)的三变量模型来预测术后C5麻痹。第一篇论文报道的受试者工作特征曲线下面积(AUC)为0.97,灵敏度为91%,特异性为100%。本研究旨在在更大的患者队列中验证三变量模型及其各个组成部分。方法:回顾性分析2010-2023年在C4-5行前路或后路颈椎椎间盘切除术和融合术后C5瘫痪的成年患者。在手动运动测试中,术后C5麻痹被定义为新的或增加的三角肌/二头肌无力。根据年龄、性别、Charlson合并症指数评分、手术类型和水平融合,将C5型麻痹患者的倾向评分与对照组匹配1 ~ 3。生物统计学家使用APD、FD和CLA MRI测量来计算术后C5麻痹的单变量和三变量预测模型的ROC曲线、敏感性和特异性。结果:共42例C5麻痹患者与126例对照。C5麻痹组与对照组术前APD(平均9.20 vs 9.45 mm, p = 0.426)、最小FD(平均1.82 vs 1.90 mm, p = 0.609)、最大CLA(平均38.8°vs 38.5°,p = 0.867)差异均无统计学意义。APD的AUC为0.455,敏感性为0.912,特异性为0.148。最小FD的AUC为0.501,灵敏度为0.765,特异性为0.330。最大CLA的AUC为0.513,灵敏度为0.765,特异性为0.348。当整体应用时,三变量预测模型的表现与机会相似,AUC为0.519 (95% CI 0.0.10 -0.628),敏感性为0.676,特异性为0.452。结论:在一个大型的、匹配良好的验证队列中,术前APD、FD和CLA的MRI参数无论是单独的还是作为一个三变量模型,都不能预测术后C5瘫痪。C5麻痹的病因仍然知之甚少,可靠的术前预测因素尚未确定。先前提出的三变量模型对术后C5麻痹的预测效用不一致,在更严格的外部验证之前,应该谨慎解释该模型。
期刊介绍:
Primarily publish original works in neurosurgery but also include studies in clinical neurophysiology, organic neurology, ophthalmology, radiology, pathology, and molecular biology.