Department of Medical Social Sciences, Northwestern University, Chicago, IL, USA.
Department of Medical Social Sciences, Northwestern University, Chicago, IL, USA; Italian Group for Adult Hematologic Disease (GIMEMA), Health Outcomes Research Unit, Rome, Italy.
J Geriatr Oncol. 2022 Sep;13(7):935-939. doi: 10.1016/j.jgo.2021.09.007. Epub 2021 Sep 11.
Patient-reported outcomes (PROs) predict overall survival (OS) in many cancer types, but there is little evidence of their prognostic value in older patients with acute myeloid leukemia (AML). We examined whether the Functional Assessment of Cancer Therapy - Leukemia (FACT-Leu) predicted OS beyond established prognostic factors among these patients.
Data were from AML2002 (n = 309), a randomized phase 2/3 study comparing decitabine plus talacotuzumab versus decitabine alone in older AML patients ineligible for intensive chemotherapy. We used ridge-penalized Cox proportional hazards models to estimate the association between baseline FACT-Leu scales and OS. We then conducted a bootstrap analysis to determine how often FACT-Leu scales appeared in forward- and backward- selected "final models" predicting OS relative to prognosticators from the AML Composite Model (AML-CM; e.g., chronic comorbidities, previous cancer, cytogenetic/molecular risk).
In ridge-penalized models, the FACT-Leu Physical Well-Being (PWB), Trial Outcomes Index (TOI), and Total scales predicted OS. Adjusting for AML-CM factors, an important increase (3 points) in PWB score was associated with a 14% reduction in the hazard of death. In the bootstrap analysis, the PWB scale appeared in 93% of backward- and 98% of forward selected models, while the TOI [57% (backward), 79% (forward)] and FACT-Leu Total [51% (backward), 78% (forward)] appeared less often in final models.
These results indicate PROs' value for predicting outcomes among older AML patients and underscore the need to more systematically collect PRO data in routine care with these patients.
gov Registration: NCT02472145.
在许多癌症类型中,患者报告的结局(PROs)可预测总生存期(OS),但在不适合强化化疗的老年急性髓系白血病(AML)患者中,PROs 预后价值的证据有限。我们研究了功能评估癌症治疗-白血病(FACT-Leu)是否在这些患者的既定预后因素之外预测 OS。
数据来自 AML2002(n=309),这是一项随机 2/3 期研究,比较了地西他滨联合 talacotuzumab 与地西他滨单独用于不适合强化化疗的老年 AML 患者。我们使用岭惩罚 Cox 比例风险模型来估计基线 FACT-Leu 量表与 OS 之间的关联。然后,我们进行了 bootstrap 分析,以确定 FACT-Leu 量表相对于 AML 综合模型(AML-CM;例如,慢性合并症、既往癌症、细胞遗传学/分子风险)的预后因子在预测 OS 的正向和反向选择“最终模型”中出现的频率。
在岭惩罚模型中,FACT-Leu 身体状况(PWB)、试验结果指数(TOI)和总分预测 OS。在调整 AML-CM 因素后,PWB 评分增加 3 分与死亡风险降低 14%相关。在 bootstrap 分析中,PWB 量表在 93%的反向选择和 98%的正向选择模型中出现,而 TOI [57%(反向),79%(正向)]和 FACT-Leu 总分[51%(反向),78%(正向)]在最终模型中出现的频率较低。
这些结果表明 PROs 在预测老年 AML 患者结局方面的价值,并强调需要在这些患者的常规护理中更系统地收集 PRO 数据。
gov 注册:NCT02472145。