Development and Validation of a Nomogram for Predicting Adjacent Vertebral Fracture After Osteoporotic Vertebral Compression Fracture Surgery: A Multicenter Retrospective Cohort Study.

IF 3.8 2区 医学 Q1 CLINICAL NEUROLOGY
Neurospine Pub Date : 2025-04-16 DOI:10.14245/ns.2449338.669
Hanwen Cheng, Huilong Wen, Yong Ma, Zhuojie Liu, Haoyu Wu, Lajing Luowu, Yong Xioa, Lianbin Liang, Fanjie Kong, Longyi Xiao, Chunhai Li
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Abstract

Objective: Osteoporotic vertebral compression fractures (OVCF) are a major public health concern. While percutaneous vertebral augmentation (PVA) is an effective treatment for OVCF, adjacent vertebral fractures (AVF) often occur post-PVA, adversely affecting treatment outcomes. This study aims to develop a nomogram for predicting AVF risk using multicenter data to aid clinical decision-making for OVCF patients.

Methods: We retrospectively analyzed patients who underwent PVA at three hospitals between 2017 and 2022. The cohort was divided into a training set (80%) and a validation set (20%). Independent risk factors for AVF were identified using LASSO and logistic regression. Seven significant factors were: bone mineral density, diabetes, total fractured vertebrae, intravertebral vacuum cleft sign, recovery of local kyphosis angle, regular aerobic exercise, and lumbar brace use.

Results: Among the 483 patients, 52 (10.76%) developed adjacent vertebral refractures within two years. The nomogram demonstrated high predictive accuracy, with AUCs of 89.21% in the training set and 98.33% in the validation set.

Conclusion: This pioneering nomogram, incorporating baseline, surgical, and postoperative factors, provides valuable guidance for spine surgeons in preoperative planning and postoperative management, enabling personalized prognosis and rehabilitation for OVCF patients.

骨质疏松性椎体压缩性骨折术后相邻椎体骨折的Nomogram预测方法的建立与验证:一项多中心回顾性队列研究。
目的:骨质疏松性椎体压缩性骨折(OVCF)是一个主要的公共卫生问题。虽然经皮椎体增强术(PVA)是OVCF的有效治疗方法,但PVA后经常发生相邻椎体骨折(AVF),对治疗结果产生不利影响。本研究旨在利用多中心数据建立预测AVF风险的nomogram,以帮助OVCF患者的临床决策。方法:回顾性分析2017年至2022年在三家医院接受PVA治疗的患者。队列分为训练集(80%)和验证集(20%)。采用LASSO和logistic回归分析确定AVF的独立危险因素。7个显著因素为:骨密度、糖尿病、全椎体骨折、椎内真空裂征、局部后凸角恢复、定期有氧运动、腰椎支具使用。结果:483例患者中,52例(10.76%)在2年内发生相邻椎体再骨折。模态图的预测准确率较高,训练集的auc为89.21%,验证集的auc为98.33%。结论:这一开创性的nomographic结合了基线、手术和术后因素,为脊柱外科医生的术前规划和术后管理提供了有价值的指导,使OVCF患者的个性化预后和康复成为可能。
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来源期刊
Neurospine
Neurospine Multiple-
CiteScore
5.80
自引率
18.80%
发文量
93
审稿时长
10 weeks
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