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训练犬进行肺癌诊断。

Lung cancer diagnosis by trained dogs.

机构信息

Institut Respiratori, Hospital Clínic, Universitat de Barcelona, Barcelona, Spain.

Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain.

出版信息

Eur J Cardiothorac Surg. 2017 Dec 1;52(6):1206-1210. doi: 10.1093/ejcts/ezx152.

Abstract

OBJECTIVES

Early lung cancer (LC) diagnosis is key to improve prognosis. We explored here the diagnostic performance of a trained dog to discriminate exhaled gas samples obtained from patients with and patients without LC and healthy controls.

METHODS

After appropriate training, we exposed the dog (a 3-year-old cross-breed between a Labrador Retriever and a Pitbull) to 390 samples of exhaled gas collected from 113 individuals (85 patients with LC and 28 controls, which included 11 patients without LC and 17 healthy individuals) for a total of 785 times.

RESULTS

The trained dog recognized LC in exhaled gas with a sensitivity of 0.95, a specificity of 0.98, a positive predictive value of 0.95 and a negative predictive value of 0.98. The area under the curve of the receiver-operating characteristics curve was 0.971.

CONCLUSIONS

This study shows that a well-trained dog can detect the presence of LC in exhaled gas samples with an extremely high accuracy.

摘要

目的

早期肺癌(LC)的诊断是改善预后的关键。我们在此探讨了经过训练的狗在区分来自 LC 患者、非 LC 患者和健康对照者的呼气样本方面的诊断性能。

方法

在经过适当的训练后,我们让一只 3 岁的拉布拉多犬和比特犬的混血犬(名为“Lucky”)嗅闻了从 113 个人收集的 390 份呼气样本,总共嗅闻了 785 次,其中包括 85 名 LC 患者和 28 名对照者(包括 11 名非 LC 患者和 17 名健康个体)。

结果

经过训练的狗可以识别呼气样本中的 LC,其敏感性为 0.95,特异性为 0.98,阳性预测值为 0.95,阴性预测值为 0.98。ROC 曲线下面积为 0.971。

结论

这项研究表明,经过良好训练的狗可以非常准确地检测呼气样本中 LC 的存在。

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