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经过训练的狗可以准确地区分癌症犬和健康对照犬的唾液样本气味。

Trained dogs can accurately discriminate between scents of saliva samples from dogs with cancer versus healthy controls.

机构信息

1School of Public Health, The University of Alabama at Birmingham, Birmingham, AL.

2Department of Medical Sciences, School of Veterinary Medicine, University of Wisconsin-Madison, Madison, WI.

出版信息

J Am Vet Med Assoc. 2023 Mar 23;261(6):819-826. doi: 10.2460/javma.22.11.0486. Print 2023 Jun 1.

Abstract

OBJECTIVE

To determine whether dogs can be trained to utilize olfaction to differentiate between saliva samples from dogs with cancer and those from healthy control dogs.

SAMPLE

Canine patient saliva samples were collected (October 2020 to July 2022) from 139 dogs diagnosed with malignant tumors and from 161 healthy dogs (control samples) for use during training and testing of the dog detection team. Samples from canine patients were collected prior to treatment with radiation therapy or chemotherapy.

PROCEDURES

Six pet dogs (mean ± SD age, 5.4 ± 1.9 years) were trained for odor discrimination between healthy control and malignant tumor samples. Training of the dogs, using a reward-based positive reinforcement method, took place 1 to 3 times per week for a period of 6 months (January to June 2022). After training was complete, a subset of samples not utilized during the training sessions were selected for use during odor discrimination testing of the dog team.

RESULTS

The trained dogs could accurately distinguish between samples from cancer patients versus control dogs with a mean sensitivity of 90% and mean specificity of 98%, and with mean positive and negative predictive values of 95%.

CLINICAL RELEVANCE

This study serves as preliminary evidence that dogs can be trained to detect differences in scent between saliva samples from cancer and normal patients. Further studies should expand upon these results with a larger sample, varied tumor types, use of non-cancer diseases as controls, and exploration of this technique in feline patients.

摘要

目的

确定狗是否可以通过嗅觉训练来区分癌症犬和健康对照犬的唾液样本。

样本

从 139 只被诊断患有恶性肿瘤的犬和 161 只健康犬(对照样本)中采集犬患者唾液样本,用于训练和测试犬检测小组。犬患者的样本是在接受放射治疗或化学疗法之前采集的。

程序

对 6 只宠物犬(平均年龄 ± 标准差,5.4 ± 1.9 岁)进行了健康对照和恶性肿瘤样本气味辨别训练。使用基于奖励的正强化方法,每周训练 1 到 3 次,持续 6 个月(2022 年 1 月至 6 月)。训练结束后,从训练过程中未使用的样本中选择一部分用于犬队气味辨别测试。

结果

训练有素的狗能够准确区分癌症患者与健康对照犬的样本,平均敏感性为 90%,平均特异性为 98%,平均阳性和阴性预测值分别为 95%。

临床意义

这项研究初步证明狗可以通过嗅觉训练来检测癌症和正常患者唾液样本之间的气味差异。进一步的研究应该用更大的样本、更多样的肿瘤类型、使用非癌症疾病作为对照,并探索这种技术在猫科动物患者中的应用来扩展这些结果。

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