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

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 discrimin...

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Autores principales: Oh, Yunkwang, Kwon, Oh-Seok, Min, Sun-Seek, Shin, Yong-Beom, Oh, Min-Kyu, Kim, Moonil
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8123061/
https://www.ncbi.nlm.nih.gov/pubmed/33922694
http://dx.doi.org/10.3390/s21092967
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author Oh, Yunkwang
Kwon, Oh-Seok
Min, Sun-Seek
Shin, Yong-Beom
Oh, Min-Kyu
Kim, Moonil
author_facet Oh, Yunkwang
Kwon, Oh-Seok
Min, Sun-Seek
Shin, Yong-Beom
Oh, Min-Kyu
Kim, Moonil
author_sort Oh, Yunkwang
collection PubMed
description 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.
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spelling pubmed-81230612021-05-16 Olfactory Detection of Toluene by Detection Rats for Potential Screening of Lung Cancer Oh, Yunkwang Kwon, Oh-Seok Min, Sun-Seek Shin, Yong-Beom Oh, Min-Kyu Kim, Moonil Sensors (Basel) Article 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. MDPI 2021-04-23 /pmc/articles/PMC8123061/ /pubmed/33922694 http://dx.doi.org/10.3390/s21092967 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Oh, Yunkwang
Kwon, Oh-Seok
Min, Sun-Seek
Shin, Yong-Beom
Oh, Min-Kyu
Kim, Moonil
Olfactory Detection of Toluene by Detection Rats for Potential Screening of Lung Cancer
title Olfactory Detection of Toluene by Detection Rats for Potential Screening of Lung Cancer
title_full Olfactory Detection of Toluene by Detection Rats for Potential Screening of Lung Cancer
title_fullStr Olfactory Detection of Toluene by Detection Rats for Potential Screening of Lung Cancer
title_full_unstemmed Olfactory Detection of Toluene by Detection Rats for Potential Screening of Lung Cancer
title_short Olfactory Detection of Toluene by Detection Rats for Potential Screening of Lung Cancer
title_sort olfactory detection of toluene by detection rats for potential screening of lung cancer
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8123061/
https://www.ncbi.nlm.nih.gov/pubmed/33922694
http://dx.doi.org/10.3390/s21092967
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