Jiang Yong, Jin Ping, Chang Run-Sheng, Yao Shu-Xiang, Zhou Qing-Hua, Fan Ya-Guang, Qiao You-Lin
Department of Cancer Epidemiology, Cancer Institute, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China.
Zhonghua Yu Fang Yi Xue Za Zhi. 2011 Jul;45(7):605-8.
To discuss the effect of different positive criteria on the sensitivity and specificity of sputum cytology screening for lung cancer among Yunnan tin miners.
9223 Yunnan tin miners who received at least one annual sputum cytology screening for lung cancer during the period between 1992 and 1999 were recruited in the study. At time of enrollment, all participants were aged over 40 years old, had at least 10 years of employment as an underground miner and(or) smelter, and had not been diagnosed with malignancy. In our study, a true positive was categorized as having at least one prior positive sputum screening and a diagnosis of lung cancer, while a true negative, by our definition, signified negative sputum examinations and no diagnosis of lung cancer during the follow up time. Based on different positive criteria, sensitivity and specificity of sputum cytology were computed and receiver operating characteristic (ROC) curve analysis was conducted. Z statistic was used to test the differences of the area under ROC based on Hanley and McNeil method.
By the end of following up on December 31, 2001, a total 500 lung cancer cases were diagnosed among 9223 participants: most were squamous cell carcinoma (55.8% (222/398)) and central lung cancers (68.5% (316/461)). 150 lung cancer cases had a previous positive sputum screening result. When positive criteria were taken as grave atypical metaplasia, moderate atypical metaplasia and slight atypical metaplasia, the corresponding sensitivities were 30.0% (150/500), 36.4% (182/500), 53.0% (265/500) respectively; while the corresponding specificities were 98.9% (8628/8723), 95.1% (8611/8723), 77.9% (7033/8723) respectively. The areas under ROC curve according to different positive criterias were 0.645 (95%CI: 0.635 - 0.654), 0.657 (95%CI: 0.668 - 0.667), 0.655 (95%CI: 0.645 - 0.664) respectively. There were no significant differences found in the comparisons between grave and moderate atypical metaplasia, grave and slight atypical metaplasia, moderate and slight atypical metaplasia(Z statistics were 0.780, 0.645, 0.209 respectively, all P values > 0.05).
While the standard of positive criteria for diagnosis of lung cancer decreased, the sensitivity of sputum cytology screening increased and the specificity decreased. Since there were no significant differences of accuracy for different positive criteria.
探讨不同阳性标准对云南锡矿矿工肺癌痰细胞学筛查敏感性和特异性的影响。
选取1992年至1999年期间至少接受过一次肺癌年度痰细胞学筛查的9223名云南锡矿矿工。入组时,所有参与者年龄均超过40岁,至少有10年地下矿工和(或)冶炼工人工作经历,且未被诊断为恶性肿瘤。在本研究中,真阳性定义为至少有一次痰筛查阳性且被诊断为肺癌,而真阴性按照我们的定义是指痰检查阴性且随访期间未诊断为肺癌。根据不同阳性标准,计算痰细胞学的敏感性和特异性,并进行受试者工作特征(ROC)曲线分析。采用Z统计量,基于Hanley和McNeil方法检验ROC曲线下面积的差异。
截至2001年12月31日随访结束,9223名参与者中共诊断出500例肺癌病例:大多数为鳞状细胞癌(55.8%(222/398))和中心型肺癌(68.5%(316/461))。150例肺癌病例之前痰筛查结果为阳性。当阳性标准分别定为重度非典型化生、中度非典型化生和轻度非典型化生时,相应的敏感性分别为30.0%(150/500)、36.4%(182/500)、53.0%(265/500);而相应的特异性分别为98.9%(8628/8723)、95.1%(8611/8723)、77.9%(7033/8723)。根据不同阳性标准的ROC曲线下面积分别为0.645(95%CI:0.635 - 0.654)、0.657(95%CI:0.668 - 0.667)、0.655(95%CI:0.645 - 0.664)。重度与中度非典型化生、重度与轻度非典型化生、中度与轻度非典型化生之间比较,差异均无统计学意义(Z统计量分别为0.780、0.645、0.209,P值均>0.05)。
随着肺癌诊断阳性标准降低,痰细胞学筛查的敏感性增加而特异性降低。不同阳性标准的准确性差异无统计学意义。