Department of Orthopedic Surgery, SUNY Upstate Medical University, 750 East Adams Street, Syracuse, NY, 13210, USA.
BMC Musculoskelet Disord. 2024 Sep 6;25(1):719. doi: 10.1186/s12891-024-07836-w.
The proximal femur is a common site of bone metastasis. The Mirels' score is a frequently utilized system to identify patients at risk for pathologic fracture and while it has consistently demonstrated strong sensitivity, specificity has been relatively poor. Our group previously developed a Modified Mirels' scoring system which demonstrated improved ability to predict cases at risk of fracture in this patient population through modification of the Mirels' location score. The purpose of the present study is to internally validate this newly developed scoring system on an independent patient series.
Retrospective review was performed to identify patients who were evaluated for proximal femoral bone lesions. Patients were stratified into one of two groups: 1) those who went on to fracture within 4 months after initial evaluation (Fracture Group) and 2) those who did not fracture within 4 months of initial evaluation (No Fracture Group). Retrospective chart review was performed to assign an Original Mirels' (OM) Score and Modified Mirels' (MM) score to each patient at the time of initial evaluation. Descriptive statistics, logistic regression, receiver operating curve, and net benefit analyses were performed to determine the predictability of fractures when utilizing both scoring systems.
The use of the MM scoring improved fracture prediction over OM scoring for patients observed over a 4 month follow up based on logistic regression. Decision curve analysis showed that there was a net benefit using the MM score over the OM scoring for a full range of fracture threshold probabilities. Fracture prevalence was similar for current internal validation dataset when compared to the dataset of our index study with a comparable reduction in misclassification of fracture prediction when utilizing the modified scoring system versus the original.
Use of MM scoring was found to improve fracture prediction over OM scoring when tested on an internal validation set of patients with disseminated metastatic lesions to the proximal femur. The improvement in fracture prediction demonstrated in the present study mirrored the results of our index study during which the MM system was developed.
股骨近端是常见的骨转移部位。Mirels 评分是一种常用于识别病理性骨折风险患者的系统,虽然它具有很强的敏感性,但特异性相对较差。我们的团队之前开发了一种改良 Mirels 评分系统,通过修改 Mirels 位置评分,提高了对该患者人群中骨折风险病例的预测能力。本研究的目的是在独立的患者系列中对新开发的评分系统进行内部验证。
回顾性分析评估股骨近端骨病变的患者。患者分为两组:1)在初始评估后 4 个月内发生骨折的患者(骨折组);2)在初始评估后 4 个月内未发生骨折的患者(无骨折组)。对回顾性病历进行回顾,以在初始评估时为每位患者分配原始 Mirels(OM)评分和改良 Mirels(MM)评分。进行描述性统计、逻辑回归、接受者操作特征曲线和净收益分析,以确定使用两种评分系统时骨折的预测能力。
基于逻辑回归,在观察 4 个月的随访期间,使用 MM 评分可提高 OM 评分对骨折的预测能力。决策曲线分析表明,在全骨折阈值概率范围内,使用 MM 评分比 OM 评分具有净收益。与我们的指数研究数据集相比,当前内部验证数据集的骨折发生率相似,并且使用改良评分系统与原始评分系统相比,骨折预测的错误分类率有所降低。
在对患有弥散性转移性病变至股骨近端的患者进行内部验证时,发现使用 MM 评分可提高 OM 评分对骨折的预测能力。本研究中显示的骨折预测能力的提高与我们在开发 MM 系统的指数研究中的结果相吻合。