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在接受抗PD-(L)1治疗的晚期/转移性实体瘤研究中,常观察到Kaplan-Meier曲线的延迟分离:系统评价和荟萃分析。

Delayed Separation of Kaplan-Meier Curves is Commonly Observed in Studies of Advanced/Metastatic Solid Tumors Treated with Anti-PD-(L)1 Therapy: Systematic Review and Meta-Analysis.

作者信息

Oh Do-Youn, Rokutanda Nana, Żotkiewicz Magdalena, He Philip, Stocks Jennifer, Johnson Melissa L

机构信息

Division of Medical Oncology, Department of Internal Medicine, Cancer Research Institute, Seoul National University College of Medicine, Seoul National University Hospital, Seoul 03080, South Korea.

AstraZeneca, Gaithersburg, MD 20878, USA.

出版信息

Target Oncol. 2025 Jan;20(1):45-56. doi: 10.1007/s11523-024-01108-2. Epub 2024 Nov 10.

DOI:10.1007/s11523-024-01108-2
PMID:39522075
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11762587/
Abstract

BACKGROUND

Immune checkpoint inhibitor (ICI) Kaplan-Meier (KM) curves often show delayed survival benefit followed by long-term survival in a subgroup of patients. Such outcomes can violate the proportional hazards assumption, leading to a loss of statistical power.

OBJECTIVE

We aimed to determine common trends in delayed separation to inform future ICI clinical trials.

PATIENTS AND METHODS

A literature search was performed using Trialtrove to identify phase III trials of antiprogrammed cell death (ligand)-1 (anti-PD-[L]1) agents in locally advanced/metastatic solid tumors published between January 2010 and September 2021. The frequency of delayed separation of overall survival (OS) and progression-free survival (PFS) KM curves, correlation between duration of delayed separation in OS/PFS KM curves, and correlation between duration of delayed separation in OS/PFS KM curves with corresponding hazard ratios (HRs) were assessed in all-comer and PD-L1 enriched populations.

RESULTS

Eighty-five studies with OS/PFS KM curves were identified. Most studies showed delayed separation of OS (> 67.9%) and PFS (> 54.5%) KM curves. The correlation between the duration of delayed separation in OS/PFS KM curves was strongest in the PD-L1 enriched population (adjusted R = 0.66). No correlation was seen between the duration of delayed separation of OS KM curves and OS HR. A modest correlation was seen between the duration of delayed separation of PFS KM curves and PFS HR in all-comer and PD-L1 enriched populations (adjusted R = 0.24 and 0.31, respectively).

CONCLUSIONS

Delayed separation of KM curves was common in clinical trials of anti-PD-(L)1 agents. Understanding delayed separation is key to clinical study designs and assessing outcomes with ICIs.

摘要

背景

免疫检查点抑制剂(ICI)的 Kaplan-Meier(KM)曲线通常显示,在一部分患者中生存获益延迟,随后是长期生存。这种结果可能违反比例风险假设,导致统计效能丧失。

目的

我们旨在确定延迟分离的常见趋势,为未来的ICI临床试验提供参考。

患者和方法

使用Trialtrove进行文献检索,以识别2010年1月至2021年9月期间发表的关于抗程序性细胞死亡(配体)-1(抗PD-[L]1)药物用于局部晚期/转移性实体瘤的III期试验。在所有受试者和PD-L1富集人群中,评估总生存(OS)和无进展生存(PFS)KM曲线延迟分离的频率、OS/PFS KM曲线中延迟分离持续时间之间的相关性,以及OS/PFS KM曲线中延迟分离持续时间与相应风险比(HRs)之间的相关性。

结果

共识别出85项有OS/PFS KM曲线的研究。大多数研究显示OS(>67.9%)和PFS(>54.5%)KM曲线存在延迟分离。在PD-L1富集人群中,OS/PFS KM曲线延迟分离持续时间之间的相关性最强(调整后R = 0.66)。OS KM曲线延迟分离持续时间与OS HR之间未发现相关性。在所有受试者和PD-L1富集人群中,PFS KM曲线延迟分离持续时间与PFS HR之间存在适度相关性(调整后R分别为0.24和0.31)。

结论

KM曲线延迟分离在抗PD-(L)1药物的临床试验中很常见。了解延迟分离是临床研究设计和评估ICI疗效的关键。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2c80/11762587/2a51ff52f841/11523_2024_1108_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2c80/11762587/bec36ea90a55/11523_2024_1108_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2c80/11762587/40c631b254d1/11523_2024_1108_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2c80/11762587/44e19d55c738/11523_2024_1108_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2c80/11762587/2a51ff52f841/11523_2024_1108_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2c80/11762587/bec36ea90a55/11523_2024_1108_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2c80/11762587/40c631b254d1/11523_2024_1108_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2c80/11762587/44e19d55c738/11523_2024_1108_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2c80/11762587/2a51ff52f841/11523_2024_1108_Fig4_HTML.jpg

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2
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3
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4
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5
Log-Rank Test vs MaxCombo and Difference in Restricted Mean Survival Time Tests for Comparing Survival Under Nonproportional Hazards in Immuno-oncology Trials: A Systematic Review and Meta-analysis.对数秩检验与最大连续检验和受限平均生存时间检验在免疫肿瘤学试验中非比例风险下生存比较的比较:系统评价和荟萃分析。
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