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列线图预测接受免疫检查点抑制剂治疗的微卫星不稳定高转移性结直肠癌患者的结局。

Nomogram to predict the outcomes of patients with microsatellite instability-high metastatic colorectal cancer receiving immune checkpoint inhibitors.

机构信息

Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy

Medical Oncology 3, Istituto Oncologico Veneto IOV-IRCSS, Padua, Italy.

出版信息

J Immunother Cancer. 2021 Aug;9(8). doi: 10.1136/jitc-2021-003370.

Abstract

BACKGROUND

The efficacy of immune checkpoint inhibitors (ICIs) in patients with microsatellite instability (MSI)-high metastatic colorectal cancer (mCRC) is unprecedented. A relevant proportion of subjects achieving durable disease control may be considered potentially 'cured', as opposed to patients experiencing primary ICI refractoriness or short-term clinical benefit. We developed and externally validated a nomogram to estimate the progression-free survival (PFS) and the time-independent event-free probability (EFP) in patients with MSI-high mCRC receiving ICIs.

METHODS

The PFS and EFP were estimated using a cure model fitted on a developing set of 163 patients and validated on a set of 146 patients with MSI-high mCRC receiving anti-programmed death (ligand)1 (PD-(L)1) ± anticytotoxic T-lymphocyte antigen 4 (CTLA-4) agents. A total of 23 putative prognostic factors were chosen and then selected using a random survival forest (RSF). The model performance in estimating PFS probability was evaluated by assessing calibration (internally-developing set and externally-validating set) and quantifying the discriminative ability (Harrell C index).

RESULTS

RFS selected five variables: ICI type (anti-PD-(L)1 monotherapy vs anti-CTLA-4 combo), ECOG PS (0 vs >0), neutrophil-to-lymphocyte ratio (≤3 vs >3), platelet count, and prior treatment lines. As both in the developing and validation series most PFS events occurred within 12 months, this was chosen as cut-point for PFS prediction. The combination of the selected variables allowed estimation of the 12-month PFS (focused on patients with low chance of being cured) and the EFP (focused on patients likely to be event-free at a certain point of their follow-up). ICI type was significantly associated with disease control, as patients receiving the anti-CTLA-4-combination experienced the best outcomes. The calibration of PFS predictions was good both in the developing and validating sets. The median value of the EFP (46%) allowed segregation of two prognostic groups in both the developing (PFS HR=3.73, 95% CI 2.25 to 6.18; p<0.0001) and validating (PFS HR=1.86, 95% CI 1.07 to 3.23; p=0.0269) sets.

CONCLUSIONS

A nomogram based on five easily assessable variables including ICI treatment was built to estimate the outcomes of patients with MSI-high mCRC, with the potential to assist clinicians in their clinical practice. The web-based system 'MSI mCRC Cure' was released.

摘要

背景

免疫检查点抑制剂(ICI)在微卫星不稳定(MSI)高转移性结直肠癌(mCRC)患者中的疗效是前所未有的。一部分达到持久疾病控制的患者可能被认为具有潜在的“治愈”可能性,而不是对原发性 ICI 耐药或短期临床获益的患者。我们开发并外部验证了一个列线图,以估计接受 ICI 治疗的 MSI 高 mCRC 患者的无进展生存期(PFS)和时间独立无事件概率(EFP)。

方法

采用开发集 163 例患者的治愈模型估计 PFS 和 EFP,并在接受抗程序性死亡(配体)1(PD-(L)1)±抗细胞毒性 T 淋巴细胞抗原 4(CTLA-4)药物治疗的 146 例 MSI 高 mCRC 患者的验证集中验证。选择了 23 个潜在的预后因素,并使用随机生存森林(RSF)进行选择。通过评估校准(内部开发集和外部验证集)和量化判别能力(Harrell C 指数)来评估模型在估计 PFS 概率方面的性能。

结果

RFS 选择了五个变量:ICI 类型(抗 PD-(L)1 单药治疗与抗 CTLA-4 联合治疗)、ECOG PS(0 与>0)、中性粒细胞与淋巴细胞比值(≤3 与>3)、血小板计数和既往治疗线数。由于在开发和验证系列中,大多数 PFS 事件发生在 12 个月内,因此选择 12 个月作为 PFS 预测的切点。所选变量的组合允许估计 12 个月的 PFS(主要针对治愈可能性较低的患者)和 EFP(主要针对在随访一定时间内无事件的患者)。ICI 类型与疾病控制显著相关,接受抗 CTLA-4 联合治疗的患者获得了最佳结果。在开发和验证集,PFS 预测的校准均良好。EFP 的中位数(46%)值允许在开发集(PFS HR=3.73,95%CI 2.25 至 6.18;p<0.0001)和验证集(PFS HR=1.86,95%CI 1.07 至 3.23;p=0.0269)中分离出两个预后组。

结论

基于包括 ICI 治疗在内的五个易于评估的变量建立了一个列线图,以估计 MSI 高 mCRC 患者的预后,有望为临床医生的临床实践提供帮助。我们发布了一个基于网络的系统“MSI mCRC Cure”。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8389/8386222/ff3acf7b9b27/jitc-2021-003370f01.jpg

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