Farnoosh Nik-Ahd, Shoujun Zhao, Lufan Wang, W John Boscardin, Kenneth Covinsky, Anne M Suskind
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The Claims-Based Frailty Index (CFI), a validated measure of frailty in Medicare data, and Charlson Comorbidity Index were deconstructed into their individual variables, and individual variables were entered into stepwise logistic regression models to determine which variables were most highly predictive of 30-day complications and 1-year mortality. To verify the prognostic accuracy for each model for surgical complications of interest, calibration curves and tests of model fit, including C-statistic, Brier scores, and Spiegelhalter p values, were determined.</p><p><strong>Results: </strong>In total, 108 479 beneficiaries were included. Among these, 4.7% had CFI scores consistent with mild to severe frailty (CFI≥0.25). A total of 13 prognostic variable categories were found to be most highly predictive of postoperative complications. Calibration curves for each outcome of interest showed models were well-fit. Most models demonstrated high c-statistic values (≥0.7) and high Spiegelhalter p values (≥0.9), indicating good model calibration and excellent discrimination, and low Brier scores (<0.02), indicating high model accuracy.</p><p><strong>Conclusions: </strong>Urologic surgery for older Adults Risk Calculator serves as a novel surgical risk calculator that is readily accessible to both patients and clinicians that specifically factors in components of frailty. Furthermore, this calculator accounts for the heterogeneity of an aging population and can assist in individualized surgical decision-making for these common procedures.</p>","PeriodicalId":19200,"journal":{"name":"Neurourology and Urodynamics","volume":" ","pages":""},"PeriodicalIF":1.8000,"publicationDate":"2024-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"UroARC: A novel surgical risk calculator for older adults undergoing pelvic organ prolapse and stress urinary incontinence surgery.\",\"authors\":\"Farnoosh Nik-Ahd, Shoujun Zhao, Lufan Wang, W John Boscardin, Kenneth Covinsky, Anne M Suskind\",\"doi\":\"10.1002/nau.25573\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Introduction: </strong>Surgeries for pelvic organ prolapse (POP) and stress urinary incontinence (SUI) are commonly performed in older adults, many of whom are also frail. 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引用次数: 0
摘要
导言:盆腔器官脱垂(POP)和压力性尿失禁(SUI)手术通常在老年人中进行,其中许多人还很虚弱。老年人接受 POP/SUI 手术的手术风险计算器会有助于术前咨询,但目前还没有这种计算器:研究了 2014 年至 2016 年期间接受 POP 和 SUI 手术的医疗保险承保人、门诊病人和 MedPAR 档案。共检查了 15 个 POP/SUI 类别。将基于索赔的虚弱指数(CFI)--医疗保险数据中一种经过验证的虚弱测量方法--和夏尔森合并症指数分解为单个变量,并将单个变量输入逐步逻辑回归模型,以确定哪些变量对30天并发症和1年死亡率的预测性最高。为了验证每个模型对相关手术并发症的预后准确性,确定了校准曲线和模型拟合测试,包括 C 统计量、Brier 评分和 Spiegelhalter p 值:共纳入 108 479 名受益人。其中,4.7%的人的 CFI 评分符合轻度至重度虚弱(CFI≥0.25)。研究发现,共有 13 个预后变量类别对术后并发症的预测性最强。各相关结果的校准曲线显示模型拟合良好。大多数模型都显示出较高的 c 统计量值(≥0.7)和较高的 Spiegelhalter p 值(≥0.9),表明模型校准良好、辨别力出色,且 Brier 评分较低(结论:泌尿外科手术对老年人的影响是非常重要的:老年人泌尿外科手术风险计算器是一种新型的手术风险计算器,患者和临床医生都能方便地使用,它特别考虑了体弱的因素。此外,该计算器还考虑到了老龄化人群的异质性,有助于对这些常见手术做出个性化的手术决策。
UroARC: A novel surgical risk calculator for older adults undergoing pelvic organ prolapse and stress urinary incontinence surgery.
Introduction: Surgeries for pelvic organ prolapse (POP) and stress urinary incontinence (SUI) are commonly performed in older adults, many of whom are also frail. A surgical risk calculator for older adults undergoing POP/SUI surgeries that incorporates frailty, a factor known to increase the risk of surgical complications, would be helpful for preoperative counseling but currently does not exist.
Materials and methods: Medicare Carrier, Outpatient, and MedPAR files were examined for beneficiaries undergoing POP and SUI surgery between 2014 and 2016. A total of 15 POP/SUI categories were examined. The Claims-Based Frailty Index (CFI), a validated measure of frailty in Medicare data, and Charlson Comorbidity Index were deconstructed into their individual variables, and individual variables were entered into stepwise logistic regression models to determine which variables were most highly predictive of 30-day complications and 1-year mortality. To verify the prognostic accuracy for each model for surgical complications of interest, calibration curves and tests of model fit, including C-statistic, Brier scores, and Spiegelhalter p values, were determined.
Results: In total, 108 479 beneficiaries were included. Among these, 4.7% had CFI scores consistent with mild to severe frailty (CFI≥0.25). A total of 13 prognostic variable categories were found to be most highly predictive of postoperative complications. Calibration curves for each outcome of interest showed models were well-fit. Most models demonstrated high c-statistic values (≥0.7) and high Spiegelhalter p values (≥0.9), indicating good model calibration and excellent discrimination, and low Brier scores (<0.02), indicating high model accuracy.
Conclusions: Urologic surgery for older Adults Risk Calculator serves as a novel surgical risk calculator that is readily accessible to both patients and clinicians that specifically factors in components of frailty. Furthermore, this calculator accounts for the heterogeneity of an aging population and can assist in individualized surgical decision-making for these common procedures.
期刊介绍:
Neurourology and Urodynamics welcomes original scientific contributions from all parts of the world on topics related to urinary tract function, urinary and fecal continence and pelvic floor function.