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肺癌患者中免疫检查点抑制剂相关肺炎的图像分类

Image classification of immune checkpoint inhibitor-related pneumonia in lung cancer patients.

作者信息

Sun Xiaojun, Song Zhengbo, Jiang Hongyang, Ma Yanqing, Chen Ming

机构信息

The Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215000, China; Cancer Center, Department of Radiology, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China.

Institute of Cancer and Basic Medicine, Chinese Academy of Sciences, Hangzhou, Zhejiang 310022, China; Department of Clinical Trial, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Hangzhou, Zhejiang 310022, China.

出版信息

Clin Imaging. 2022 Jun;86:31-37. doi: 10.1016/j.clinimag.2022.03.012. Epub 2022 Mar 18.

Abstract

BACKGROUND

Immune checkpoint inhibitor-related pneumonia (ICIP) is an independent risk factor for immunotherapy-related death.

PURPOSE

To evaluate the ICIP, dynamic observation of computed tomography (CT) images of lung cancer patients with ICIP was conducted to study the relationship between the occurrence of ICIP and clinical information.

MATERIAL AND METHODS

CT images and clinical information of lung cancer patients (n = 76) from two hospitals who received immune checkpoint inhibitor (ICI) treatment were collected. A total of 49 cases were enrolled after screening according to the inclusion and exclusion criteria. We performed statistical analysis on the imaging features and clinical information.

RESULTS

Analysis of imaging characteristics revealed two types of ICIP: the limited-onset type and diffuse-onset type. The median onset time of limited-onset ICIP was significantly earlier than that of diffuse-onset ICIP (1.5 months vs. 2.8 months; p = 0.045). Statistical analysis based on differences within the group showed that the clinical ICIP grade and immunotherapy response rate of limited-onset cases were statistically significant (p = 0.003) and the imaging/clinical ICIP grade and the outcome of ICIP were statistically significant (p = 0.031/0.007). The immunotherapy strategy of diffuse-onset cases and the response rate of immunotherapy were statistically significant (p = 0.016).

CONCLUSIONS

This study suggests that pre-existing lung lesions can be one of the possible predisposing factors for ICIP and describes the development of ICIP through continuous imaging. Our findings indicate pre-existing lung lesions as a referential monitoring target for the onset and progression of ICIP for clinical practice.

摘要

背景

免疫检查点抑制剂相关肺炎(ICIP)是免疫治疗相关死亡的独立危险因素。

目的

为评估ICIP,对患有ICIP的肺癌患者的计算机断层扫描(CT)图像进行动态观察,以研究ICIP的发生与临床信息之间的关系。

材料与方法

收集了来自两家医院接受免疫检查点抑制剂(ICI)治疗的肺癌患者(n = 76)的CT图像和临床信息。根据纳入和排除标准筛选后,共纳入49例。我们对影像学特征和临床信息进行了统计分析。

结果

影像学特征分析显示ICIP有两种类型:局限性发作型和弥漫性发作型。局限性发作型ICIP的中位发病时间明显早于弥漫性发作型ICIP(1.5个月对2.8个月;p = 0.045)。基于组内差异的统计分析表明,局限性发作病例的临床ICIP分级和免疫治疗反应率具有统计学意义(p = 0.003),影像学/临床ICIP分级与ICIP结局具有统计学意义(p = 0.031/0.007)。弥漫性发作病例的免疫治疗策略和免疫治疗反应率具有统计学意义(p = 0.016)。

结论

本研究表明,既往存在的肺部病变可能是ICIP的诱发因素之一,并通过连续成像描述了ICIP的发展过程。我们的研究结果表明,既往存在的肺部病变可作为临床实践中ICIP发病和进展的参考监测指标。

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