Han Gong, Haixiang Miao, Weishi Hong, Wenlong Yu, Yu Sun
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The area under the ROC curve (AUC), calibration curve, and decision curve analysis (DCA) of the training group (n=306) and the validation group (n=131) were plotted to assess the model performance.</p><p><strong>Results: </strong>Multivariate logistic regression analysis revealed 5 independent risk factors, including Age, body mass index (BMI), surgery time, preoperative blood calcium level, and preoperative erythrocyte sedimentation rate (ESR). We constructed a nomogram, and the area under the curve (AUC) of the nomogram was 0.763 (95% CI 0.705-0.820) for the training group and 0.750 (95% CI 0.665-0.835) for the validation group. The calibration curve showed good consistency between the predicted and actual probabilities. Decision curve analysis (DCA) showed that using the nomogram had a high net benefit.</p><p><strong>Conclusion: </strong>Old age, lower BMI, longer surgery time, preoperative blood calcium level and preoperative ESR are independent risk factors for postoperative hypoalbuminemia after THA in older adults with femoral neck fractures. The online nomogram had high predictive values for to predict clinical postoperative hypoalbuminemia older adults with femoral neck fracture.</p>","PeriodicalId":48841,"journal":{"name":"Clinical Interventions in Aging","volume":"20 ","pages":"369-380"},"PeriodicalIF":3.5000,"publicationDate":"2025-03-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11956739/pdf/","citationCount":"0","resultStr":"{\"title\":\"Development of an Online Nomogram for Predicting Postoperative Hypoalbuminemia in Older Adults Following Femoral Neck Fractures.\",\"authors\":\"Han Gong, Haixiang Miao, Weishi Hong, Wenlong Yu, Yu Sun\",\"doi\":\"10.2147/CIA.S497811\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Objective: </strong>Postoperative hypoalbuminemia after total hip arthroplasty (THA) in older adults with femoral neck fractures can increase the risk of postoperative infection and lengthen hospital stays. 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引用次数: 0
摘要
目的:老年股骨颈骨折患者全髋关节置换术后低白蛋白血症可增加术后感染风险并延长住院时间。本研究的目的是构建一种可用于老年人临床术前评估的在线线图,以减少术后并发症的发生率。方法:本研究纳入2018年12月至2022年4月在苏北人民医院接受股骨颈骨折THA治疗的老年人。对培训队列进行单因素和多因素logistic回归分析,以确定独立的危险因素。绘制训练组(n=306)和验证组(n=131)的ROC曲线下面积(AUC)、校正曲线和决策曲线分析(DCA)来评估模型的性能。结果:多因素logistic回归分析显示年龄、体重指数(BMI)、手术时间、术前血钙水平、术前红细胞沉降率(ESR) 5个独立危险因素。我们构建了一个nomogram,训练组的曲线下面积(AUC)为0.763 (95% CI 0.705-0.820),验证组的曲线下面积为0.750 (95% CI 0.665-0.835)。校正曲线显示预测概率与实际概率具有较好的一致性。决策曲线分析(DCA)表明,使用nomogram具有较高的净效益。结论:老年、较低的BMI、较长的手术时间、术前血钙水平和术前ESR是老年股骨颈骨折THA术后低白蛋白血症的独立危险因素。在线图对预测高龄股骨颈骨折术后低白蛋白血症具有较高的预测价值。
Development of an Online Nomogram for Predicting Postoperative Hypoalbuminemia in Older Adults Following Femoral Neck Fractures.
Objective: Postoperative hypoalbuminemia after total hip arthroplasty (THA) in older adults with femoral neck fractures can increase the risk of postoperative infection and lengthen hospital stays. The purpose of this study was to construct an online nomogram that can be used for the clinical preoperative assessment of older adults to reduce the incidence of postoperative complications.
Methods: This study included older adults who underwent THA for femoral neck fracture at Northern Jiangsu People's Hospital between December 2018 and April 2022. Univariate and multivariate logistic regression analyses were performed for the training cohort to identify independent risk factors. The area under the ROC curve (AUC), calibration curve, and decision curve analysis (DCA) of the training group (n=306) and the validation group (n=131) were plotted to assess the model performance.
Results: Multivariate logistic regression analysis revealed 5 independent risk factors, including Age, body mass index (BMI), surgery time, preoperative blood calcium level, and preoperative erythrocyte sedimentation rate (ESR). We constructed a nomogram, and the area under the curve (AUC) of the nomogram was 0.763 (95% CI 0.705-0.820) for the training group and 0.750 (95% CI 0.665-0.835) for the validation group. The calibration curve showed good consistency between the predicted and actual probabilities. Decision curve analysis (DCA) showed that using the nomogram had a high net benefit.
Conclusion: Old age, lower BMI, longer surgery time, preoperative blood calcium level and preoperative ESR are independent risk factors for postoperative hypoalbuminemia after THA in older adults with femoral neck fractures. The online nomogram had high predictive values for to predict clinical postoperative hypoalbuminemia older adults with femoral neck fracture.
期刊介绍:
Clinical Interventions in Aging, is an online, peer reviewed, open access journal focusing on concise rapid reporting of original research and reviews in aging. Special attention will be given to papers reporting on actual or potential clinical applications leading to improved prevention or treatment of disease or a greater understanding of pathological processes that result from maladaptive changes in the body associated with aging. This journal is directed at a wide array of scientists, engineers, pharmacists, pharmacologists and clinical specialists wishing to maintain an up to date knowledge of this exciting and emerging field.