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嗅探犬通过识别呼出气体诊断肺癌:使用呼吸目标样本训练的犬类比使用肺癌组织样本或尿液样本具有更高的诊断率。

Sniffer Dogs Diagnose Lung Cancer by Recognition of Exhaled Gases: Using Breathing Target Samples to Train Dogs Has a Higher Diagnostic Rate Than Using Lung Cancer Tissue Samples or Urine Samples.

作者信息

Liu Shih-Feng, Lu Hung-I, Chi Wei-Lien, Liu Guan-Heng, Kuo Ho-Chang

机构信息

Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 833, Taiwan.

Department of Respiratory Therapy, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 833, Taiwan.

出版信息

Cancers (Basel). 2023 Feb 15;15(4):1234. doi: 10.3390/cancers15041234.

Abstract

INTRODUCTION

Sniffer dogs can diagnose lung cancer. However, the diagnostic yields of different samples and training methods for lung cancer remain undetermined.

OBJECTIVE

Six dogs were trained in three stages with the aim of improving the diagnostic yield of lung cancer by comparing training methods and specimens.

METHODS

The pathological tissues of 53 lung cancer patients and 6 non-lung cancer patients in the Department of Thoracic Surgery of Kaohsiung Chang Gung Hospital were collected, and the exhaled breath samples and urine samples were collected. Urine and exhaled breath samples were also collected from 20 healthy individuals. The specimens were sent to the Veterinary Department of Pingtung University of Science and Technology.

RESULTS

The dogs had a very low response rate to urine target samples in the first and second stages of training. The experimental results at the second stage of training found that after lung cancer tissue training, dogs were less likely to recognize lung cancer and healthy controls than through breath target training: the response rate to exhaled breathing target samples was about 8-55%; for urine target samples, it was only about 5-30%. When using exhaled air samples for training, the diagnosis rate of these dogs in lung cancer patients was 71.3% to 97.6% (mean 83.9%), while the false positive rate of lung cancer in the healthy group was 0.5% to 27.6% (mean 7.6%). Compared with using breathing target samples for training, the diagnosis rate of dogs trained with lung cancer tissue lung cancer was significantly lower ( < 0.05). The sensitivity and specificity of lung cancer tissue training (50.4% and 50.1%) were lower than the exhaled breath target training (91.7% and 85.1%). There is no difference in lung cancer diagnostic rate by sniff dogs among lung cancer histological types, location, and staging.

CONCLUSION

Training dogs using breathing target samples to train dogs then to recognize exhaled samples had a higher diagnostic rate than training using lung cancer tissue samples or urine samples. Dogs had a very low response rate to urine samples in our study. Six canines were trained on lung cancer tissues and breathing target samples of lung cancer patients, then the diagnostic rate of the recognition of exhaled breath of lung cancer and non-lung cancer patients were compared. When using exhaled air samples for training, the diagnosis rate of these dogs in lung cancer patients was 71.3% to 97.6% (mean 83.9%), while the false positive rate of lung cancer in the healthy group was 0.5% to 27.6% (mean 7.6%). There was a significant difference in the average diagnosis rate of individual dog and overall dogs between the lung cancer group and the healthy group ( < 0.05). When using lung cancer tissue samples for training, lung cancer diagnosis rate of these dogs among lung cancer patients was only 15.5% to 40.9% (mean 27.7%). Compared with using breathing target samples for training, the diagnosis rate of dogs trained with lung cancer tissue lung cancer was significantly lower ( < 0.05). The sensitivity and specificity of lung cancer tissue training (50.4% and 50.1%) were lower than the exhaled breath target training (91.7% and 85.1%). The diagnostic rate of lung cancer by sniffer dogs has nothing to do with the current stage of lung cancer, pathologic type, and the location of tumor mass. Even in stage IA lung cancer, well-trained dogs can have a diagnostic rate of 100%. Using sniffer dogs to screen early lung cancer may have good clinical and economic benefits.

摘要

引言

嗅探犬能够诊断肺癌。然而,不同样本及训练方法对肺癌的诊断率仍未确定。

目的

对六只犬进行三个阶段的训练,旨在通过比较训练方法和样本,提高肺癌诊断率。

方法

收集高雄长庚医院胸外科53例肺癌患者及6例非肺癌患者的病理组织,并采集呼出气样本和尿液样本。同时也从20名健康个体中采集尿液和呼出气样本。样本被送至屏东科技大学兽医学系。

结果

在训练的第一和第二阶段,犬对尿液目标样本的反应率极低。训练第二阶段的实验结果发现,经过肺癌组织训练后,与通过呼气目标训练相比,犬识别肺癌和健康对照的可能性更小:对呼出气目标样本的反应率约为8%-55%;对尿液目标样本,仅约为5%-30%。当使用呼出气样本进行训练时,这些犬对肺癌患者诊断率为71.3%至97.6%(平均83.9%),而健康组肺癌假阳性率为0.5%至27.6%(平均7.6%)。与使用呼气目标样本训练相比,用肺癌组织训练的犬对肺癌的诊断率显著更低(<0.05)。肺癌组织训练的敏感性和特异性(50.4%和50.1%)低于呼出气目标训练(91.7%和85.1%)。嗅探犬对肺癌的诊断率在肺癌组织学类型、位置及分期方面无差异。

结论

使用呼气目标样本训练犬,然后让其识别呼出气样本,其诊断率高于使用肺癌组织样本或尿液样本训练。在我们的研究中,犬对尿液样本的反应率极低。对六只犬进行肺癌组织及肺癌患者呼气目标样本训练,然后比较其对肺癌和非肺癌患者呼出气识别的诊断率。当使用呼出气样本进行训练时,这些犬对肺癌患者诊断率为71.3%至97.6%(平均83.9%),而健康组肺癌假阳性率为0.5%至27.6%(平均7.6%)。肺癌组与健康组个体犬及总体犬的平均诊断率存在显著差异(<0.05)。当使用肺癌组织样本训练时,这些犬对肺癌患者的肺癌诊断率仅为15.5%至40.9%(平均27.7%)。与使用呼气目标样本训练相比,用肺癌组织训练的犬对肺癌的诊断率显著更低(<0.05)。肺癌组织训练的敏感性和特异性(50.4%和50.1%)低于呼出气目标训练(91.7%和85.1%)。嗅探犬对肺癌的诊断率与肺癌当前阶段、病理类型及肿瘤肿块位置无关。即使是IA期肺癌,训练有素的犬诊断率也可达100%。使用嗅探犬筛查早期肺癌可能具有良好的临床和经济效益。

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