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犬类嗅觉检测血清中非小细胞肺癌的准确性

Accuracy of Canine Scent Detection of Non-Small Cell Lung Cancer in Blood Serum.

作者信息

Junqueira Heather, Quinn Thomas A, Biringer Roger, Hussein Mohamed, Smeriglio Courtney, Barrueto Luisa, Finizio Jordan, Huang Xi Ying Michelle

出版信息

J Am Osteopath Assoc. 2019 Jun 17. doi: 10.7556/jaoa.2019.077.

Abstract

CONTEXT

Early detection provides the best opportunity for lung cancer survival; however, lung cancer is difficult to detect early because symptoms do not often appear until later stages. Current screening methods such as x-ray and computed tomographic imaging lack the sensitivity and specificity needed for effective early diagnosis. Dogs have highly developed olfactory systems and may be able to detect cancer in its primary stages. Their scent detection could be used to identify biomarkers associated with various types of lung cancer.

OBJECTIVE

To determine the accuracy of trained beagles' ability to use their olfactory system to differentiate the odor of the blood serum of patients with lung cancer from the blood serum of healthy controls.

METHODS

Over the course of 8 weeks, operant conditioning via clicker training was used to train dogs to use their olfactory system to distinguish blood serum from patients with malignant lung cancer from blood serum from healthy controls in a double-blind study. After training, non-small cell lung cancer and healthy control blood serum samples were presented to the dogs, and the sensitivity and specificity of each dog were analyzed.

RESULTS

Four dogs were trained for the study, but 1 was unmotivated by training and removed from the study. Three dogs were able to correctly identify the cancer samples with a sensitivity of 96.7%, specificity of 97.5%, positive predictive value of 90.6%, and negative predictive value of 99.2%.

CONCLUSION

Trained dogs were able to identify non-small cell lung cancer samples from healthy controls. The findings of this study provide a starting point for a larger-scale research project designed to explore the use of canine scent detection as a tool for cancer biomarkers.

摘要

背景

早期检测为肺癌患者的生存提供了最佳机会;然而,肺癌很难早期检测出来,因为症状通常直到晚期才会出现。当前的筛查方法,如X光和计算机断层扫描成像,缺乏有效早期诊断所需的敏感性和特异性。狗拥有高度发达的嗅觉系统,或许能够在癌症的早期阶段检测出癌症。它们的气味检测可用于识别与各种类型肺癌相关的生物标志物。

目的

确定经过训练的比格犬利用其嗅觉系统区分肺癌患者血清气味与健康对照者血清气味的能力的准确性。

方法

在8周的时间里,通过点击器训练进行操作性条件反射训练,以训练狗在一项双盲研究中利用其嗅觉系统区分恶性肺癌患者的血清与健康对照者的血清。训练后,向狗展示非小细胞肺癌和健康对照血清样本,并分析每只狗的敏感性和特异性。

结果

四只狗参与了该研究的训练,但有一只对训练缺乏积极性,被排除在研究之外。三只狗能够正确识别癌症样本,敏感性为96.7%,特异性为97.5%,阳性预测值为90.6%,阴性预测值为99.2%。

结论

经过训练的狗能够从健康对照者中识别出非小细胞肺癌样本。本研究结果为一个更大规模的研究项目提供了一个起点,该项目旨在探索利用犬类气味检测作为癌症生物标志物的一种工具。

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