Crawford Margaret A, Chang Catherina L, Browne Clare M, Hopping Sandra, Jameson Michael B, Edwards Timothy L
School of Psychology, University of Waikato, Hamilton, New Zealand.
Department of Respiratory Medicine, Waikato Hospital, Hamilton, New Zealand.
ERJ Open Res. 2025 Sep 8;11(5). doi: 10.1183/23120541.00914-2024. eCollection 2025 Sep.
While some research shows that dogs are able to detect lung cancer at above-chance levels using breath samples, the relative utility of other sample types has not been established. We evaluated the comparative utility of human breath and saliva samples for lung cancer detection using dogs.
Seven dogs assessed breath and saliva samples from 154 patients attending a general respiratory clinic. Dogs were trained using an automated apparatus to identify samples from patients who were later diagnosed with lung cancer. Sensitivity and specificity measures were used to compare the dogs' performance with each sample type.
A mixed-methods logistic analysis of accurate responses to breath and saliva samples showed significantly higher detection of lung cancer-positive breath samples (mean 0.78, 95% CI 0.71-0.83) than of lung cancer-positive saliva samples (mean 0.42, 95% CI 0.34-0.50; p<0.001). There were no significant differences in accuracy of classification between non-target breath samples (mean 0.68, 95% CI 0.57-0.77) and non-target saliva samples (mean 0.68, 95% CI 0.56-0.77; p=0.854).
The higher sensitivity of dogs to breath samples than to saliva samples suggests that breath samples have greater utility for canine scent detection of lung cancer. Although these findings support the continued use of breath samples for volatile-based lung cancer detection, with methodological improvements, saliva samples may also have utility for this purpose.
虽然一些研究表明,狗能够利用呼吸样本以高于随机水平的概率检测出肺癌,但其他样本类型的相对效用尚未确定。我们评估了人类呼吸样本和唾液样本在利用狗进行肺癌检测方面的比较效用。
七只狗对一家普通呼吸诊所的154名患者的呼吸和唾液样本进行了评估。使用自动化设备对狗进行训练,以识别后来被诊断为肺癌的患者的样本。使用敏感性和特异性指标来比较狗对每种样本类型的检测表现。
对呼吸和唾液样本准确反应的混合方法逻辑分析显示,肺癌阳性呼吸样本的检测率(平均0.78,95%置信区间0.71 - 0.83)显著高于肺癌阳性唾液样本(平均0.42,95%置信区间0.34 - 0.50;p<0.001)。非目标呼吸样本(平均0.68,95%置信区间0.57 - 0.77)和非目标唾液样本(平均0.68,95%置信区间0.56 - 0.77;p = 0.854)的分类准确性没有显著差异。
狗对呼吸样本的敏感性高于唾液样本,这表明呼吸样本在利用犬类嗅觉检测肺癌方面具有更大的效用。虽然这些发现支持继续使用呼吸样本进行基于挥发性物质的肺癌检测,但随着方法学的改进,唾液样本也可能用于此目的。