Suppr超能文献

肺筛查报告和数据系统的应用与泛加拿大肺癌结节风险计算在艾伯塔省肺癌筛查研究中的比较。

Application of Lung-Screening Reporting and Data System Versus Pan-Canadian Early Detection of Lung Cancer Nodule Risk Calculation in the Alberta Lung Cancer Screening Study.

机构信息

Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.

Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.

出版信息

J Am Coll Radiol. 2019 Oct;16(10):1425-1432. doi: 10.1016/j.jacr.2019.03.006. Epub 2019 May 15.

Abstract

BACKGROUND

False-positive scans and resultant needless early recalls can increase harms and reduce cost-effectiveness of low-dose CT (LDCT) lung cancer screening. How LDCT scans are interpreted and classified may impact these metrics.

METHODS

The Pan-Canadian Early Detection of Lung Cancer risk calculator was used to determine nodule risk of malignancy on baseline screening LDCTs in the Alberta Lung Cancer Screening Study, which were then classified according to Nodule Risk Classification (NRC) categories and ACR Lung Screening Reporting and Data System (Lung-RADS). Test performance characteristics and early recall rates were compared for each approach.

RESULTS

In all, 775 baseline screens were analyzed. After a mean of 763 days (±203) of follow-up, lung cancer was detected in 22 participants (2.8%). No statistically significant differences in sensitivity, specificity, or area under the receiver operator characteristic curve occurred between the NRC and Lung-RADS nodule management approaches. Early recall rates were 9.2% and 9.3% for NRC and Lung-RADS, with the NRC unnecessarily recalling some ground glass nodules, and the Lung-RADS recalling many smaller solid nodules with low risk of malignancy.

CONCLUSION

Performances of both the NRC and Lung-RADS in this cohort were very good with a trend to higher sensitivity for the NRC. Early recall rates were less than 10% with each approach, significantly lower than rates using the National Lung Screening Trial cutoffs. Further reductions in early recall rates without compromising sensitivity could be achieved by increasing the NRC threshold to 20% for ground glass nodules or by applying the nodule risk calculator with a 5% threshold to 6- to 10-mm solid nodules under Lung-RADS.

摘要

背景

假阳性扫描和由此导致的不必要的早期召回会增加低剂量 CT(LDCT)肺癌筛查的危害并降低其成本效益。LDCT 扫描的解读和分类方式可能会影响这些指标。

方法

使用 Pan-Canadian Early Detection of Lung Cancer 风险计算器来确定艾伯塔省肺癌筛查研究中基线筛查 LDCT 上的结节恶性肿瘤风险,然后根据结节风险分类(NRC)类别和 ACR 肺部筛查报告和数据系统(Lung-RADS)进行分类。比较了每种方法的测试性能特征和早期召回率。

结果

共分析了 775 例基线筛查。在平均 763 天(±203)的随访后,22 名参与者(2.8%)检测出肺癌。NRC 和 Lung-RADS 结节管理方法之间的敏感性、特异性或受试者工作特征曲线下面积没有统计学差异。NRC 和 Lung-RADS 的早期召回率分别为 9.2%和 9.3%,NRC 不必要地召回了一些磨玻璃结节,Lung-RADS 则召回了许多低恶性肿瘤风险的较小实性结节。

结论

在该队列中,NRC 和 Lung-RADS 的表现都非常好,NRC 的敏感性呈上升趋势。两种方法的早期召回率均低于 10%,显著低于使用国家肺癌筛查试验截止值的召回率。通过将 NRC 阈值提高到 20%用于磨玻璃结节,或者通过将结节风险计算器应用于 Lung-RADS 下的 6 至 10 毫米实性结节,将 5%的阈值应用于结节风险计算器,可以在不降低敏感性的情况下进一步降低早期召回率。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验