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Relationship between Treatment Effects on Progression-Free Survival and Overall Survival in Multiple Myeloma: A Systematic Review and Meta-Analysis of Published Clinical Trial Data

机译:多发性骨髓瘤无进展生存期与总生存期的治疗效果之间的关系:已发表临床试验数据的系统评价和荟萃分析

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Background: Demonstrating improved overall survival (OS) with new multiple myeloma (MM) treatments is becoming difficult because of extended survival, so progression-free survival (PFS) is commonly used as a surrogate endpoint for OS. We evaluated PFS as a potential surrogate for OS by examining whether observed treatment effects on PFS are positively associated with treatment effects on OS in MM. Methods: A systematic literature review identified 21 randomized control trials reporting hazard ratios (HRs) for treatment effects on PFS and OS. Pearson's r estimated the relationship between HRs (HRpFs and HRos), and between log-transformed HRs (log(HRpFs) and log(HRos)). R2 values were estimated from linear regression models of the HR and the log(HR) relationships. Sensitivity and subgroup analyses examined the robustness of the HR findings. Results: Positive correlations were found between HRpFs and HRos (r = 0.82; p <0.0001) and between log(HRpFs) and log(HRos) (r = 0.80; p <0.0001). Linear regression models produced R2 values of 0.67 and 0.63 when regressing HRos on HRpFs, and log(HRos) on log(HRpFs), respectively. Sensitivity analyses supported the HR findings. Conclusion: This analysis provides evidence for a positive association between treatment effects on PFS and OS. Studies involving patient level data are necessary to confirm whether PFS is a valid surrogate for OS in MM.
机译:背景:由于延长的生存期,难以通过新的多发性骨髓瘤(MM)治疗来证明改善的总生存期(OS),因此无进展生存期(PFS)通常用作OS的替代终点。通过检查观察到的对PFS的治疗效果是否与对MM的OS的治疗效果正相关,我们将PFS评估为OS的潜在替代品。方法:系统的文献综述确定了21项随机对照试验,报告了治疗对PFS和OS的危害比(HRs)。 Pearson's估计了HR之间的关系(HRpF和HRos)以及对数转换后的HR之间的关系(log(HRpFs)和log(HRos))。 R2值是根据HR和log(HR)关系的线性回归模型估算的。敏感性和亚组分析检查了HR结果的稳健性。结果:HRpFs与HRos之间呈正相关(r = 0.82; p <0.0001),log(HRpFs)与log(HRos)之间呈正相关(r = 0.80; p <0.0001)。线性回归模型在HRpFs上的HRos和log(HRpFs)上的log(HRos)回归时分别产生R2值0.67和0.63。敏感性分析支持人力资源调查结果。结论:该分析为治疗对PFS和OS的作用之间存在正相关提供了证据。必须进行涉及患者水平数据的研究,以确认PFS是否是MM中OS的有效替代品。

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