Performance of volume and diameter thresholds in malignancy prediction of solid nodules in lung cancer screening

医学 肺癌 恶性肿瘤 麦克内马尔试验 肺癌筛查 接收机工作特性 前瞻性队列研究 尤登J统计 放射科 核医学 结核(地质) 统计 外科 内科学 数学 古生物学 生物
作者
Andrew Creamer,Carolyn Horst,Ruth Prendecki,Priyam Verghese,Amyn Bhamani,Helen Hall,Sophie Tisi,Jennifer Dickson,Chuen R Khaw,John P. McCabe,Tanita Limani,Kylie Gyertson,Anne-Marie Hacker,Jonathan Teague,Laura Farrelly,Shrinkhala Dawadi,Neal Navani,Allan Hackshaw,Anand Devaraj,Arjun Nair
出处
期刊:Thorax [BMJ]
卷期号:: thorax-222086
标识
DOI:10.1136/thorax-2024-222086
摘要

Prospective validation and comparison of the performance of nodule management protocols is limited. The aim of this study was to examine the performance of size and risk thresholds for assessing malignancy in solid nodules at baseline low-dose CT (LDCT) in a lung cancer screening (LCS) programme. This was an observational study using data from the SUMMIT Study, a prospective longitudinal study investigating LDCT for LCS. Participants were 55-77 years old and met either the United States Preventative Services Task Force (2013) criteria or had a PLCOm2012 risk of ≥1.3%. LDCTs were reported using computer-aided detection software (Veolity, MeVIS) with semiautomated volumetry. Cancer outcomes were reported for solid nodules reported at baseline CT, with participants represented by the single largest solid nodule where more than one was present. Malignancy risk was stratified by long-axis diameter and volume using predefined size thresholds taken from British Thoracic Society and European Position statement guidelines: a 5/6 mm long axis diameter or 80/100 mm3 volume 'rule out' thresholds for low-risk nodules and ≥300 mm3 or ≥8 mm diameter with or without Brock score ≥10% 'Rule in' thresholds for high-risk nodules.Pearson's χ2 test was used to calculate statistical significance for nominal variables, McNemar's test for comparison of sensitivity/specificity and DeLong' test for comparison of areas under the receiver operating characteristic curve (AUROC). Optimal thresholds were determined with Youden's J statistic. Net benefit calculations were undertaken to compare the existing thresholds with 95% CIs calculated by bootstrap sampling. 11 355 participants were included. Crude risk of malignancy in solid nodules at baseline LDCT was 3.8% (228/5929). Risk of malignancy in solid nodules <6 mm long-axis diameter or <100 mm3 volume was equivalent to that in participants with no nodules at baseline LDCT (0.88% and 0.84% vs 0.77%, p=0.4600 and p=0.7932, respectively). A <80 mm3 volume and <5 mm diameter 'rule out' threshold achieved sensitivity 86.8% and 93.4%, specificity 65.4% and 24.64%, and negative predictive value (NPV) 99.2% and 98.9%, respectively. The <80 mm3 volume threshold encompassed 63.3% of participants with a baseline solid nodule compared with 24.0% by the <5 mm diameter threshold.For nodules ≥8 mm diameter, the addition of a risk score (Brock ≥10%) was associated with a significant net benefit when compared with using size threshold alone by net effect analysis (31.24; 95% CI 26.19 to 35.89). Solid nodules <100 mm3 or <6 mm diameter are not associated with increased risk of lung cancer compared with participants with no nodules at baseline LDCT. Volumetric rule-out thresholds achieve equivalent NPV to long-axis diameter thresholds while encompassing significantly more participants, reducing the number of interval scans required.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
July完成签到,获得积分10
刚刚
hydroxyl完成签到,获得积分10
刚刚
刚刚
1秒前
JADE发布了新的文献求助10
2秒前
2秒前
Azhar完成签到,获得积分10
2秒前
CodeCraft应助难过的丹烟采纳,获得10
3秒前
岚风完成签到,获得积分10
3秒前
zgb发布了新的文献求助10
4秒前
ding应助fujikaze采纳,获得10
4秒前
SpONGeBOb完成签到 ,获得积分10
4秒前
5秒前
tong77发布了新的文献求助10
6秒前
6秒前
123123发布了新的文献求助10
6秒前
HEHEDA发布了新的文献求助10
7秒前
9秒前
9秒前
开飞机的舒克完成签到,获得积分10
10秒前
Caroline发布了新的文献求助10
10秒前
4114完成签到,获得积分10
10秒前
11秒前
11秒前
Andy完成签到,获得积分10
11秒前
12秒前
12秒前
岚风发布了新的文献求助10
12秒前
zgb完成签到,获得积分10
13秒前
CodeCraft应助pigwising采纳,获得10
13秒前
13秒前
14秒前
15秒前
Humab668发布了新的文献求助10
15秒前
16秒前
Phil发布了新的文献求助10
16秒前
李李李发布了新的文献求助10
16秒前
ivy完成签到,获得积分10
16秒前
希望天下0贩的0应助Caroline采纳,获得10
17秒前
清脆德天发布了新的文献求助10
17秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Geist der Kunst und Kultur 1000
Resistance Spot Welding Dataset for Automobile Body-in-White Quality Analysis 748
悉尼大学博士学位论文,题目:Modelling and testing of one-sided stitched laminated composites. 作者:Kristopher P. Plain 700
Child and Adolescent Psychology 600
Machine Learning for Asset Management and Pricing 600
Numerical analysis of the coupled atmosphere-ocean models (CAO II). II 600
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7414065
求助须知:如何正确求助?哪些是违规求助? 9017560
关于积分的说明 19209801
捐赠科研通 7045765
什么是DOI,文献DOI怎么找? 3233977
关于科研通互助平台的介绍 2396092
邀请新用户注册赠送积分活动 2216048