Renate Pichler, Josef Fritz, Sarah Maier, Melanie R Hassler, Johanna Krauter, David D Andrea, Ekaterina Laukhtina, Kilian Gust, Keiichiro Mori, Karl H Tully, Dora Niedersuess-Beke, Lea Korber, Jasmin Alija Spiegelberg, Thomas Bauernhofer, José D Subiela, Roman Mayr, Andreas Kronbichler, Marco Moschini, Jeremy Teoh, Benjamin Pradere, Shahrokh F Shariat, Hanno Ulmer, Laura S Mertens
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The aim of this study was to assess the effect of irAEs on outcomes while correcting for immortal time bias, using target trial emulation (TTE).</p><p><strong>Methods: </strong>TTE was contrasted to adjusted naïve and time-updated Cox models. We performed a multi-institutional retrospective study involving mUC patients under ICI. The primary objective was to assess the impact of irAEs on progression-free survival (PFS) and overall survival (OS). Secondary endpoints included the influence of irAEs on objective response rates (ORRs) to ICI and the influence of systemic corticosteroids on outcomes.</p><p><strong>Results: </strong>Among 335 patients (median age: 69 yrs), 69.6% received ICI in the second line or further lines. During a median follow-up of 21.1 months, 122 (36.4%) patients developed irAEs of any grade (grade ≥ 3: 14.9%). Hazard ratios (HRs) for PFS ranged from 0.37 for naïve adjusted Cox model to 0.88 (95% confidence interval (CI), 0.59-1.30) with time-updated covariates, and from 0.41 to 1.10 (95% CI, 0.69-1.75) for OS. TTE accounting for immortal time bias yielded a HR of 1.02 (95% CI, 0.72-1.44) for PFS, and 0.90 (95% CI, 0.62-1.30) for OS. In contrast to the naïve Cox model (HR = 2.26, 95% CI 1.26-4.05), the presence of irAEs was no longer a predictive factor for improved ORR in time-updated Cox models (HR = 1.27, 95% CI 0.68-2.36) and TTE (HR = 1.43, 95% CI 0.89-2.29). In patients with irAEs, systemic corticosteroids did not negatively impact survival.</p><p><strong>Conclusion: </strong>Using TTE, we were able to show that the occurrence of irAEs is no longer associated with better survival or improved response rates to ICI in mUC patients, in contrast to the naïve analysis. 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引用次数: 0
摘要
背景:免疫检查点抑制剂(ICIs)是转移性尿路上皮癌(mUC)的重要治疗支柱。在观察性研究中,免疫相关不良事件(irAEs)的发生似乎与预后的改善有关。然而,这些关联可能受到不朽时间偏差的影响,并不代表因果关系。本研究的目的是评估irae对结果的影响,同时使用目标试验模拟(TTE)校正不朽时间偏差。方法:TTE与调整后的naïve和时间更新的Cox模型进行对比。我们进行了一项多机构回顾性研究,涉及ICI下的mUC患者。主要目的是评估irAEs对无进展生存期(PFS)和总生存期(OS)的影响。次要终点包括irAEs对ICI客观缓解率(ORRs)的影响以及全身性皮质类固醇对结局的影响。结果:在335例患者(中位年龄:69岁)中,69.6%的患者在二线或二线接受了ICI治疗。在中位21.1个月的随访期间,122例(36.4%)患者发生了任何级别的irae(≥3级:14.9%)。PFS的风险比(hr)范围从naïve校正Cox模型的0.37到时间更新协变量的0.88(95%置信区间(CI), 0.59-1.30),以及OS的0.41 - 1.10 (95% CI, 0.69-1.75)。考虑不朽时间偏差的TTE对PFS的HR为1.02 (95% CI, 0.72-1.44),对OS的HR为0.90 (95% CI, 0.62-1.30)。与naïve Cox模型(HR = 2.26, 95% CI 1.26-4.05)相比,在时间更新的Cox模型(HR = 1.27, 95% CI 0.68-2.36)和TTE (HR = 1.43, 95% CI 0.89-2.29)中,irae的存在不再是改善ORR的预测因素。在irAEs患者中,全身性皮质类固醇对生存率没有负面影响。结论:与naïve分析相比,使用TTE,我们能够证明,在mUC患者中,irae的发生不再与更好的生存率或对ICI的反应率提高相关。这些发现表明,在时间依赖性非介入性暴露研究中,TTE是一个合适的正式框架,可以避免不朽的时间偏差。
Target trial emulation to evaluate the effect of immune-related adverse events on outcomes in metastatic urothelial cancer.
Background: Immune checkpoint inhibitors (ICIs) are an important therapeutic pillar in metastatic urothelial carcinoma (mUC). The occurrence of immune-related adverse events (irAEs) appears to be associated with improved outcomes in observational studies. However, these associations are likely affected by immortal time bias and do not represent causal effects. The aim of this study was to assess the effect of irAEs on outcomes while correcting for immortal time bias, using target trial emulation (TTE).
Methods: TTE was contrasted to adjusted naïve and time-updated Cox models. We performed a multi-institutional retrospective study involving mUC patients under ICI. The primary objective was to assess the impact of irAEs on progression-free survival (PFS) and overall survival (OS). Secondary endpoints included the influence of irAEs on objective response rates (ORRs) to ICI and the influence of systemic corticosteroids on outcomes.
Results: Among 335 patients (median age: 69 yrs), 69.6% received ICI in the second line or further lines. During a median follow-up of 21.1 months, 122 (36.4%) patients developed irAEs of any grade (grade ≥ 3: 14.9%). Hazard ratios (HRs) for PFS ranged from 0.37 for naïve adjusted Cox model to 0.88 (95% confidence interval (CI), 0.59-1.30) with time-updated covariates, and from 0.41 to 1.10 (95% CI, 0.69-1.75) for OS. TTE accounting for immortal time bias yielded a HR of 1.02 (95% CI, 0.72-1.44) for PFS, and 0.90 (95% CI, 0.62-1.30) for OS. In contrast to the naïve Cox model (HR = 2.26, 95% CI 1.26-4.05), the presence of irAEs was no longer a predictive factor for improved ORR in time-updated Cox models (HR = 1.27, 95% CI 0.68-2.36) and TTE (HR = 1.43, 95% CI 0.89-2.29). In patients with irAEs, systemic corticosteroids did not negatively impact survival.
Conclusion: Using TTE, we were able to show that the occurrence of irAEs is no longer associated with better survival or improved response rates to ICI in mUC patients, in contrast to the naïve analysis. These findings demonstrate that TTE is a suitable formal framework to avoid immortal time bias in studies with time-dependent non-interventional exposures.
期刊介绍:
Cancer Immunology, Immunotherapy has the basic aim of keeping readers informed of the latest research results in the fields of oncology and immunology. As knowledge expands, the scope of the journal has broadened to include more of the progress being made in the areas of biology concerned with biological response modifiers. This helps keep readers up to date on the latest advances in our understanding of tumor-host interactions.
The journal publishes short editorials including "position papers," general reviews, original articles, and short communications, providing a forum for the most current experimental and clinical advances in tumor immunology.