Elsamadicy Aladine A, Serrato Paul, Ghanekar Shaila D, Brown Ethan D L, Ward Max, Pennington Zach, Schneider Daniel, Lo Sheng-Fu Larry, Sciubba Daniel M
Department of Neurosurgery, Yale University School of Medicine, 333 Cedar Street, New Haven, CT, 06510, USA.
Department of Neurosurgery, Zucker School of Medicine at Hofstra, Long Island Jewish Medical Center and North Shore University Hospital, Northwell Health, Manhasset, NY, USA.
J Neurooncol. 2025 May 22. doi: 10.1007/s11060-025-05071-4.
This study evaluates the combined effects of frailty, anemia, and malnutrition on outcomes in spinal metastases patients.
We conducted a retrospective cohort study using the 2011-2022 NSQIP database. Adult patients undergoing spinal surgery for spinal metastases were identified using CPT and ICD codes and stratified based on Risk Analysis Index-revised (RAI-rev) frailty status; frail patients were subdivided based on anemia and malnutrition status. Our primary outcomes were extended hospital length of stay (LOS), 30-day adverse events (AEs), non-routine discharge (NRD), and 30-day mortality. For each outcome, we fitted four nested multivariable logistic regression models (RAI-rev + anemia + malnutrition, RAI-rev + anemia, RAI-rev + malnutrition, and RAI-rev alone) and compared the incremental discrimination of each model using receiver operating characteristic (ROC) analysis.
1530 patients were stratified accordingly: 355 Frail Alone, 540 Frail + Anemic, 85 Frail + Malnourished, 407 Frail + Anemic + Malnourished, and 143 Not Frail. RAI-rev and malnourishment were risk factors for extended LOS ((RAI-rev: aOR 1.04, 95% CI 1.01-1.08; malnourishment: aOR 1.98, 95% CI 1.44-2.73)) and mortality (RAI-rev: aOR: 1.07, 95% CI 1.03-1.11; malnourishment: aOR: 2.37, 95% CI 1.50-3.75). RAI-rev (aOR 1.02, 95% CI 1.00-1.03) and anemia (aOR 2.06, 95% CI 1.50-2.84) independently predicted AEs and malnourishment predicted NRD (aOR 1.56, 95% CI 1.15-2.13). On ROC analysis, RAI-rev + anemic + malnourished superiorly predicted extended LOS (p = 0.021), AEs (p = 0.035), and mortality (p = 0.023) compared to RAI-rev. RAI-rev + malnourished outperformed RAI-rev in predicting extended LOS (p = 0.035) and mortality (p = 0.020). RAI-rev + anemic outperformed RAI-rev in predicting AEs (p = 0.032).
Our study suggests that RAI-rev-defined frailty combined with anemia and malnutrition is a superior predictor of outcomes in spinal metastases patients.
本研究评估衰弱、贫血和营养不良对脊柱转移瘤患者预后的综合影响。
我们使用2011 - 2022年NSQIP数据库进行了一项回顾性队列研究。通过CPT和ICD编码识别接受脊柱转移瘤脊柱手术的成年患者,并根据修订后的风险分析指数(RAI-rev)衰弱状态进行分层;衰弱患者再根据贫血和营养不良状态进行细分。我们的主要结局指标为延长的住院时间(LOS)、30天不良事件(AE)、非常规出院(NRD)和30天死亡率。对于每个结局指标,我们拟合了四个嵌套的多变量逻辑回归模型(RAI-rev + 贫血 + 营养不良、RAI-rev + 贫血、RAI-rev + 营养不良以及单独的RAI-rev),并使用受试者工作特征(ROC)分析比较每个模型的增量判别能力。
1530例患者据此分层:单纯衰弱355例、衰弱 + 贫血540例、衰弱 + 营养不良85例、衰弱 + 贫血 + 营养不良407例以及非衰弱143例。RAI-rev和营养不良是延长LOS的危险因素(RAI-rev:调整后比值比[aOR] 1.04,95%置信区间[CI] 1.01 - 1.08;营养不良:aOR 1.98,95% CI 1.44 - 2.73)以及死亡率的危险因素(RAI-rev:aOR:1.07,95% CI 1.03 - 1.11;营养不良:aOR:2.37,95% CI 1.50 - 3.75)。RAI-rev(aOR 1.02,95% CI 1.00 - 1.03)和贫血(aOR 2.06,95% CI 1.50 - 2.84)独立预测AE,而营养不良预测NRD(aOR 1.56,95% CI 1.15 - 2.13)。在ROC分析中,与RAI-rev相比,RAI-rev + 贫血 + 营养不良在预测延长LOS(p = 0.021)、AE(p = 0.035)和死亡率(p = 0.023)方面表现更优。RAI-rev + 营养不良在预测延长LOS(p = 0.035)和死亡率(p = 0.020)方面优于RAI-rev。RAI-rev + 贫血在预测AE方面优于RAI-rev(p = 0.032)。
我们的研究表明,RAI-rev定义的衰弱与贫血和营养不良相结合,是脊柱转移瘤患者预后的更好预测指标。