基于表观扩散系数预测脊髓型颈椎病术后预后的Nomogram。

IF 2.6 3区 医学 Q2 CLINICAL NEUROLOGY
Jia Li, Xiao-Dan Mu, Yu-Jin Zhang, Bao-Gen Zhao, Ning Wang, Ting Gao, Li Zhang
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引用次数: 0

摘要

目的:建立一种基于临床特征和表观弥散系数(ADC)的颈脊髓形态图对脊髓型颈椎病(CSM)患者手术预后的影响。方法:入选于2023年3月至9月接受减压手术的CSM患者。术前行常规颈椎MRI和矢状位ZOOM-DWI检查。术前和术后6个月分别以mJOA计算神经功能恢复率。根据恢复率将患者分为恢复良好组(50%)和恢复不良组(结果:本研究共纳入100例CSM患者,其中恢复良好组60例,恢复不良组40例。与模型1相比,基于模型2的模态图具有更好的AUC (0.933vs0.864)。模型2的标定曲线更接近基准线,说明模型2具有更好的分辨率和精度。模型2的DCA曲线分析也显示出更好的临床应用价值。基于模型2的模态图在预测低回收率方面表现良好。结论:基于ADC值的图能有效预测CSM患者术后神经功能恢复情况。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Nomogram for predicting the postoperative outcomes in cervical spondylotic myelopathy based on apparent diffusion coefficient.

Purpose: To development a nomogram based on clinical features and apparent diffusion coefficient (ADC) of the cervical spinal cord in surgical prognosis in patients with cervical spondylotic myelopathy (CSM).

Methods: Patients with CSM who underwent decompression surgery between March and September 2023 were enrolled. Patients underwent conventional cervical spine MRI and sagittal position ZOOM-DWI before surgery. Recovery rate of neurological function was calculated based on the mJOA before and 6 months after surgery. According to recovery rate, patients were divided into good-recovery group (> 50%) and poor-recovery group (< 50%). Clinical- MRI factors model (Model 1) and Clinical-MRI-ADC factors model (Model2) were bulid by multivariate logistic regression to predict. Receiver operating characteristic curve (ROC), calibration curve, and decision curve analysis (DCA) were utilized to compare the predictive performance of the two models. A nomogram based on model 2 was constructed to predict poor recovery rate.

Results: 100 CSM patients were included in this study, including 60 patients in the good-recover group and 40 patients in the poor-recover group. Compared with model 1, the nomogram based on model 2 had a better AUC (0.933vs0.864). The calibration curve of model 2 is closer to the reference line, which indicates that model 2 has better resolution and accuracy. The DCA curve analysis of model 2 also showed better clinical utility. The nomogram based on model 2 performs well in predicting poor recovery rates.

Conclusion: The nomogram based on ADC values can effectively predict the outcome of postoperative neurological recovery in CSM patients.

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来源期刊
European Spine Journal
European Spine Journal 医学-临床神经学
CiteScore
4.80
自引率
10.70%
发文量
373
审稿时长
2-4 weeks
期刊介绍: "European Spine Journal" is a publication founded in response to the increasing trend toward specialization in spinal surgery and spinal pathology in general. The Journal is devoted to all spine related disciplines, including functional and surgical anatomy of the spine, biomechanics and pathophysiology, diagnostic procedures, and neurology, surgery and outcomes. The aim of "European Spine Journal" is to support the further development of highly innovative spine treatments including but not restricted to surgery and to provide an integrated and balanced view of diagnostic, research and treatment procedures as well as outcomes that will enhance effective collaboration among specialists worldwide. The “European Spine Journal” also participates in education by means of videos, interactive meetings and the endorsement of educative efforts. Official publication of EUROSPINE, The Spine Society of Europe
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