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嗅探鼠检测甲苯以潜在筛查肺癌。

Olfactory Detection of Toluene by Detection Rats for Potential Screening of Lung Cancer.

机构信息

Bionanotechnology Research Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), 125 Gwahang-ro, Yuseong-gu, Daejeon 34141, Korea.

Department of Chemical and Biological Engineering, Korea University, 145 Anam-ro, Sungbuk-gu, Seoul 02841, Korea.

出版信息

Sensors (Basel). 2021 Apr 23;21(9):2967. doi: 10.3390/s21092967.

Abstract

Early detection is critical to successfully eradicating a variety of cancers, so the development of a new cancer primary screening system is essential. Herein, we report an animal nose sensor system for the potential primary screening of lung cancer. To establish this, we developed an odor discrimination training device based on operant conditioning paradigms for detection of toluene, an odor indicator component of lung cancer. The rats (N = 15) were trained to jump onto a floating ledge in response to toluene-spiked breath samples. Twelve rats among 15 trained rats reached performance criterion in 12 consecutive successful tests within a given set, or over 12 sets, with a success rate of over 90%. Through a total of 1934 tests, the trained rats (N = 3) showed excellent performance for toluene detection with 82% accuracy, 83% sensitivity, 81% specificity, 80% positive predictive value (PPV) and 83% negative predictive value (NPV). The animals also acquired considerable performance for odor discrimination even in rigorous tests, validating odor specificity. Since environmental and long-term stability are important factors that can influence the sensing results, the performance of the trained rats was studied under specified temperature (20, 25, and 30 °C) and humidity (30%, 45%, and 60% RH) conditions, and monitored over a period of 45 days. At given conditions of temperature and humidity, the animal sensors showed an average accuracy within a deviation range of ±10%, indicating the excellent environmental stability of the detection rats. Surprisingly, the trained rats did not differ in retention of last odor discrimination when tested 45 days after training, denoting that the rats' memory for trained odor is still available over a long period of time. When taken together, these results indicate that our odor discrimination training system can be useful for non-invasive breath testing and potential primary screening of lung cancer.

摘要

早期检测对于成功消除各种癌症至关重要,因此开发新的癌症初筛系统至关重要。在此,我们报告了一种用于肺癌初步筛查的动物鼻传感器系统。为此,我们开发了一种基于操作性条件反射范式的气味辨别训练装置,用于检测甲苯,这是肺癌的一种气味指示成分。通过对 15 只大鼠进行训练,让它们在闻到甲苯气味后跳上漂浮的跳板。在给定的 12 次连续测试中,15 只训练大鼠中有 12 只成功完成任务,或在 12 次以上的测试中成功完成任务,成功率超过 90%。通过总共 1934 次测试,经过训练的大鼠(N = 3)在甲苯检测中表现出了出色的性能,准确率为 82%,灵敏度为 83%,特异性为 81%,阳性预测值(PPV)为 80%,阴性预测值(NPV)为 83%。这些动物在严格的测试中也表现出了相当高的辨别能力,验证了气味的特异性。由于环境和长期稳定性是影响传感结果的重要因素,因此研究了经过训练的大鼠在特定温度(20、25 和 30°C)和湿度(30%、45%和 60%RH)条件下的性能,并在 45 天的时间内进行了监测。在给定的温度和湿度条件下,动物传感器的平均准确率在±10%的偏差范围内,表明检测大鼠具有出色的环境稳定性。令人惊讶的是,在训练后 45 天进行测试时,经过训练的大鼠在最后一次气味辨别测试中的保留程度没有差异,这表明大鼠对训练气味的记忆在很长一段时间内仍然存在。综上所述,这些结果表明,我们的气味辨别训练系统可用于非侵入性呼吸测试和肺癌的初步筛查。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e799/8123061/7b7b6f71ddd3/sensors-21-02967-g001.jpg

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