Tammemägi Martin C, Church Timothy R, Hocking William G, Silvestri Gerard A, Kvale Paul A, Riley Thomas L, Commins John, Berg Christine D
Department of Health Sciences, Brock University, St. Catharines, Ontario, Canada.
School of Public Health, University of Minnesota, Minneapolis, Minnesota, United States of America.
PLoS Med. 2014 Dec 2;11(12):e1001764. doi: 10.1371/journal.pmed.1001764. eCollection 2014 Dec.
Lung cancer risks at which individuals should be screened with computed tomography (CT) for lung cancer are undecided. This study's objectives are to identify a risk threshold for selecting individuals for screening, to compare its efficiency with the U.S. Preventive Services Task Force (USPSTF) criteria for identifying screenees, and to determine whether never-smokers should be screened. Lung cancer risks are compared between smokers aged 55-64 and ≥ 65-80 y.
Applying the PLCO(m2012) model, a model based on 6-y lung cancer incidence, we identified the risk threshold above which National Lung Screening Trial (NLST, n = 53,452) CT arm lung cancer mortality rates were consistently lower than rates in the chest X-ray (CXR) arm. We evaluated the USPSTF and PLCO(m2012) risk criteria in intervention arm (CXR) smokers (n = 37,327) of the Prostate, Lung, Colorectal and Ovarian Cancer Screening Trial (PLCO). The numbers of smokers selected for screening, and the sensitivities, specificities, and positive predictive values (PPVs) for identifying lung cancers were assessed. A modified model (PLCOall2014) evaluated risks in never-smokers. At PLCO(m2012) risk ≥ 0.0151, the 65th percentile of risk, the NLST CT arm mortality rates are consistently below the CXR arm's rates. The number needed to screen to prevent one lung cancer death in the 65th to 100th percentile risk group is 255 (95% CI 143 to 1,184), and in the 30th to <65th percentile risk group is 963 (95% CI 291 to -754); the number needed to screen could not be estimated in the <30th percentile risk group because of absence of lung cancer deaths. When applied to PLCO intervention arm smokers, compared to the USPSTF criteria, the PLCO(m2012) risk ≥ 0.0151 threshold selected 8.8% fewer individuals for screening (p<0.001) but identified 12.4% more lung cancers (sensitivity 80.1% [95% CI 76.8%-83.0%] versus 71.2% [95% CI 67.6%-74.6%], p<0.001), had fewer false-positives (specificity 66.2% [95% CI 65.7%-66.7%] versus 62.7% [95% CI 62.2%-63.1%], p<0.001), and had higher PPV (4.2% [95% CI 3.9%-4.6%] versus 3.4% [95% CI 3.1%-3.7%], p<0.001). In total, 26% of individuals selected for screening based on USPSTF criteria had risks below the threshold PLCO(m2012) risk ≥ 0.0151. Of PLCO former smokers with quit time >15 y, 8.5% had PLCO(m2012) risk ≥ 0.0151. None of 65,711 PLCO never-smokers had PLCO(m2012) risk ≥ 0.0151. Risks and lung cancers were significantly greater in PLCO smokers aged ≥ 65-80 y than in those aged 55-64 y. This study omitted cost-effectiveness analysis.
The USPSTF criteria for CT screening include some low-risk individuals and exclude some high-risk individuals. Use of the PLCO(m2012) risk ≥ 0.0151 criterion can improve screening efficiency. Currently, never-smokers should not be screened. Smokers aged ≥ 65-80 y are a high-risk group who may benefit from screening. Please see later in the article for the Editors' Summary.
对于个体进行计算机断层扫描(CT)肺癌筛查的风险阈值尚未确定。本研究的目的是确定用于选择筛查个体的风险阈值,将其与美国预防服务工作组(USPSTF)识别筛查对象的标准的效率进行比较,并确定从不吸烟者是否应接受筛查。比较55 - 64岁和≥65 - 80岁吸烟者的肺癌风险。
应用PLCO(m2012)模型,一个基于6年肺癌发病率的模型,我们确定了这样一个风险阈值,高于该阈值时,国家肺癌筛查试验(NLST,n = 53,452)CT组的肺癌死亡率持续低于胸部X线(CXR)组。我们在前列腺、肺癌、结直肠癌和卵巢癌筛查试验(PLCO)的干预组(CXR)吸烟者(n = 37,327)中评估了USPSTF和PLCO(m2012)风险标准。评估了被选作筛查的吸烟者数量,以及识别肺癌的敏感性、特异性和阳性预测值(PPV)。一个改良模型(PLCOall2014)评估了从不吸烟者的风险。在PLCO(m2012)风险≥0.0151(第65百分位数风险)时,NLST CT组死亡率持续低于CXR组。在第65至100百分位数风险组中,预防一例肺癌死亡所需筛查的人数为255(95%CI 143至1,184),在第30至<65百分位数风险组中为963(95%CI 291至 - 754);在<30百分位数风险组中,由于没有肺癌死亡病例,无法估计所需筛查人数。当应用于PLCO干预组吸烟者时,与USPSTF标准相比,PLCO(m2012)风险≥0.0151阈值选择进行筛查的个体少8.8%(p<0.001),但识别出的肺癌多12.4%(敏感性80.1%[95%CI 76.8% - 83.0%]对71.2%[95%CI 67.6% - 74.6%],p<0.001),假阳性更少(特异性66.2%[95%CI 65.7% - 66.7%]对62.7%[95%CI 62.2% - 63.1%],p<0.001),且PPV更高(4.2%[95%CI 3.9% - 4.6%]对3.4%[95%CI 3.1% - 3.7%],p<0.001)。基于USPSTF标准被选作筛查的个体中,总共有26%的个体风险低于PLCO(m2012)风险≥0.0151阈值。在PLCO戒烟时间>15年的既往吸烟者中,8.5%有PLCO(m2012)风险≥0.0151。65,711名PLCO从不吸烟者中,无一例有PLCO(m2012)风险≥0.0151。PLCO中≥65 - 80岁的吸烟者的风险和肺癌明显高于55 - 64岁的吸烟者。本研究未进行成本效益分析。
USPSTF的CT筛查标准纳入了一些低风险个体,排除了一些高风险个体。使用PLCO(m2012)风险≥0.0151标准可提高筛查效率。目前,从不吸烟者不应接受筛查。≥65 - 80岁的吸烟者是可能从筛查中获益的高风险群体。编辑总结见本文后文。