Daniel A Raftis, Amy Y Zhao, Amil R Agarwal, Alex Gu, Andrew B Harris, Shyam Kurian, Savyasachi C Thakkar, Gregory J Golladay
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Stratum-specific likelihood ratio (SSLR) analysis was used to construct data-driven eGFR strata associated with varying risks of 90-day major complications. The incidence rates were recorded for each stratum. Each stratum was propensity score matched to the highest eGFR stratum. The risk ratio with a corresponding 95% confidence interval for 90-day major complications was recorded for each stratum.</p><p><strong>Results: </strong>A total of 24,895 patients with CKD who underwent TKA were included in this study. SSLR identified four data-driven eGFR strata: 15-31, 32-44, 45-54, and 55+. The unmatched 90-day major complication incidence increased sequentially as the eGFR strata decreased: 55+ (10.72%), 45-54 (13.87%), 32-44 (17.30%), and 15-31 (25.16%). When compared with the matched highest eGFR strata (55+), the risk of sustaining a 90-day major complication increased sequentially as the eGFR strata decreased (RR: 1.27, 1.56, 2.06, P < 0.001). The risk of death within 90 days was higher in the 15-31 stratum (RR: 3.08, P < 0.001) when compared with the matched 55+ stratum.</p><p><strong>Conclusion: </strong>Using SSLR analysis, four data-driven strata were identified with varying risks of 90-day major complications following TKA. These eGFR thresholds were created specifically for TKA and can therefore be appropriately used to risk-stratify CKD patients in the preoperative setting when discussing TKA.</p>","PeriodicalId":51098,"journal":{"name":"Journal of the American Academy of Orthopaedic Surgeons","volume":" ","pages":"385-390"},"PeriodicalIF":2.6000,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Data-Driven Estimated Glomerular Filtration Rate Strata Predict 90-Day Major Complications Following Total Knee Arthroplasty in Patients With Chronic Kidney Disease.\",\"authors\":\"Daniel A Raftis, Amy Y Zhao, Amil R Agarwal, Alex Gu, Andrew B Harris, Shyam Kurian, Savyasachi C Thakkar, Gregory J Golladay\",\"doi\":\"10.5435/JAAOS-D-24-01029\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Introduction: </strong>Lower estimated glomerular filtration rate (eGFR) in patients who have chronic kidney disease (CKD) is associated with increased risk of complications following total knee arthroplasty (TKA). However, there is a lack of literature that identifies eGFR levels those are associated with notable differences in risk of these complications. The purpose of this study was to create eGFR strata for CKD patients that are associated with varying risks of 90-day major complications following TKA.</p><p><strong>Methods: </strong>Nondialysis patients who have CKD and known eGFR levels one month before primary TKA were identified using a national database. Stratum-specific likelihood ratio (SSLR) analysis was used to construct data-driven eGFR strata associated with varying risks of 90-day major complications. The incidence rates were recorded for each stratum. Each stratum was propensity score matched to the highest eGFR stratum. The risk ratio with a corresponding 95% confidence interval for 90-day major complications was recorded for each stratum.</p><p><strong>Results: </strong>A total of 24,895 patients with CKD who underwent TKA were included in this study. SSLR identified four data-driven eGFR strata: 15-31, 32-44, 45-54, and 55+. The unmatched 90-day major complication incidence increased sequentially as the eGFR strata decreased: 55+ (10.72%), 45-54 (13.87%), 32-44 (17.30%), and 15-31 (25.16%). When compared with the matched highest eGFR strata (55+), the risk of sustaining a 90-day major complication increased sequentially as the eGFR strata decreased (RR: 1.27, 1.56, 2.06, P < 0.001). The risk of death within 90 days was higher in the 15-31 stratum (RR: 3.08, P < 0.001) when compared with the matched 55+ stratum.</p><p><strong>Conclusion: </strong>Using SSLR analysis, four data-driven strata were identified with varying risks of 90-day major complications following TKA. 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引用次数: 0
摘要
慢性肾脏疾病(CKD)患者较低的肾小球滤过率(eGFR)与全膝关节置换术(TKA)后并发症的风险增加相关。然而,目前还缺乏关于eGFR水平与这些并发症风险显著差异相关的文献。本研究的目的是建立与TKA后90天主要并发症不同风险相关的CKD患者的eGFR分层。方法:使用国家数据库确定原发性TKA前一个月已知eGFR水平的CKD非透析患者。层特异性似然比(SSLR)分析用于构建数据驱动的与90天主要并发症不同风险相关的eGFR层。记录每个阶层的发病率。每个层的倾向性得分与eGFR最高的层相匹配。记录每个地层90天主要并发症的风险比和相应的95%置信区间。结果:共有24,895例CKD患者接受了TKA纳入本研究。SSLR确定了4个数据驱动的eGFR层:15-31、32-44、45-54和55+。未匹配的90天主要并发症发生率随着eGFR分层的降低依次增加:55+(10.72%)、45-54(13.87%)、32-44(17.30%)和15-31(25.16%)。与匹配的最高eGFR层(55+)相比,随着eGFR层的降低,维持90天主要并发症的风险依次增加(RR: 1.27, 1.56, 2.06, P < 0.001)。15-31岁年龄组90天内死亡风险高于55+年龄组(RR: 3.08, P < 0.001)。结论:使用SSLR分析,确定了TKA后90天主要并发症风险不同的4个数据驱动层。这些eGFR阈值是专门为TKA创建的,因此在术前讨论TKA时可以适当地用于CKD患者的风险分层。
Data-Driven Estimated Glomerular Filtration Rate Strata Predict 90-Day Major Complications Following Total Knee Arthroplasty in Patients With Chronic Kidney Disease.
Introduction: Lower estimated glomerular filtration rate (eGFR) in patients who have chronic kidney disease (CKD) is associated with increased risk of complications following total knee arthroplasty (TKA). However, there is a lack of literature that identifies eGFR levels those are associated with notable differences in risk of these complications. The purpose of this study was to create eGFR strata for CKD patients that are associated with varying risks of 90-day major complications following TKA.
Methods: Nondialysis patients who have CKD and known eGFR levels one month before primary TKA were identified using a national database. Stratum-specific likelihood ratio (SSLR) analysis was used to construct data-driven eGFR strata associated with varying risks of 90-day major complications. The incidence rates were recorded for each stratum. Each stratum was propensity score matched to the highest eGFR stratum. The risk ratio with a corresponding 95% confidence interval for 90-day major complications was recorded for each stratum.
Results: A total of 24,895 patients with CKD who underwent TKA were included in this study. SSLR identified four data-driven eGFR strata: 15-31, 32-44, 45-54, and 55+. The unmatched 90-day major complication incidence increased sequentially as the eGFR strata decreased: 55+ (10.72%), 45-54 (13.87%), 32-44 (17.30%), and 15-31 (25.16%). When compared with the matched highest eGFR strata (55+), the risk of sustaining a 90-day major complication increased sequentially as the eGFR strata decreased (RR: 1.27, 1.56, 2.06, P < 0.001). The risk of death within 90 days was higher in the 15-31 stratum (RR: 3.08, P < 0.001) when compared with the matched 55+ stratum.
Conclusion: Using SSLR analysis, four data-driven strata were identified with varying risks of 90-day major complications following TKA. These eGFR thresholds were created specifically for TKA and can therefore be appropriately used to risk-stratify CKD patients in the preoperative setting when discussing TKA.
期刊介绍:
The Journal of the American Academy of Orthopaedic Surgeons was established in the fall of 1993 by the Academy in response to its membership’s demand for a clinical review journal. Two issues were published the first year, followed by six issues yearly from 1994 through 2004. In September 2005, JAAOS began publishing monthly issues.
Each issue includes richly illustrated peer-reviewed articles focused on clinical diagnosis and management. Special features in each issue provide commentary on developments in pharmacotherapeutics, materials and techniques, and computer applications.