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Predicting the need for surgical intervention in patients with spondylodiscitis: the Brighton Spondylodiscitis Score (BSDS)

机译:预测脊椎二耳突患者的手术干预:布莱顿脊柱型炎评分(BSDS)

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Spondylodiscitis represents a condition with significant heterogeneity. A significant proportion of patients are managed without surgical intervention, but there remains a group where surgery is mandated. The aim of our study was to create a scoring system to guide clinicians as to which patients with spondylodiscitis may require surgery. A retrospective analysis of patients presenting to our institution with a diagnosis of spondylodiscitis between 2005 and 2014 was performed. Data for 35 variables, characterised as potential risk factors for requiring surgical treatment of spondylodiscitis, were collected. Logistic regression analysis was performed to evaluate the predictability of each. A prediction model was constructed, and the model was externally validated using a second series of patients from 2014 to 2015 meeting the same standards as the first population. The predicted odds were calculated for every patient in the data set. Receiver operating characteristic (ROC) curves were created, and the area under curve (AUC) was determined. Sixty-five patients were identified. Surgery was deemed necessary in 21 patients. Six predictors: distant site infection, medical comorbidities, the immunocompromised patient, MRI findings, anatomical location and neurology, were found to be the most consistent risk factors for surgical intervention. An internally validated scoring system with an AUC of 0.83 and an Akaike information criterion(AIC) of 115.2 was developed. External validation using a further 20 patients showed an AUC of 0.71 at 95% confidence interval of 0.50 0.88. A new scoring system has been developed which can help guide clinicians as to when surgical intervention may be required. Further prospective analyses are required to validate this proposed scoring system. These slides can be retrieved under Electronic Supplementary Material.
机译:Spondylodicitis代表具有显着的异质性的条件。大量患者在没有手术干预的情况下进行管理,但仍然存在手术的群体。我们的研究目的是创建一个评分系统,以指导临床医生,如脊椎二耳神的患者可能需要手术。对2005年至2014年期间诊断患者诊断患者的患者的回顾性分析。收集了35种变量的数据,被收集为需要脊髓型肌炎的外科治疗的潜在风险因素。进行逻辑回归分析以评估每个的可预测性。构建了预测模型,使用2014年至2015年的第二系列患者外部验证了模型,与第一个人口相同。为数据集中的每个患者计算预测的赔率。创建了接收器操作特征(ROC)曲线,确定曲线(AUC)下的区域。鉴定了六十五名患者。 21例患者认为手术是必要的。六种预测因子:远处部位感染,医疗组合,免疫疗效,MRI调查结果,解剖学位置和神经学,是外科手术干预的最一致的危险因素。开发了具有0.83的AUC的内部验证的评分系统和115.2的AUC和AKIKE信息标准(AIC)。外部验证使用另外20名患者显示0.71的AUC,95%置信区间为0.50 0.88。已经开发出一个新的评分系统,可以帮助指导临床医生,以便可能需要手术干预。需要进一步的前瞻性分析来验证这一提出的评分系统。这些幻灯片可以在电子补充材料下检索。

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