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Differential diagnosis of lung cancer and benign lung lesion using salivary metabolites: A preliminary study
BACKGROUND: Saliva is often used as a biomarker for the diagnosis of some oral and systematic diseases, owing to the non‐invasive attribute of the fluid. In this study, we aimed to identify salivary biomarkers for distinguishing lung cancer (LC) from benign lung lesion (BLL). MATERIALS AND METHODS:...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley & Sons Australia, Ltd
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8807259/ https://www.ncbi.nlm.nih.gov/pubmed/34918488 http://dx.doi.org/10.1111/1759-7714.14282 |
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author | Takamori, Satoshi Ishikawa, Shigeo Suzuki, Jun Oizumi, Hiroyuki Uchida, Tetsuro Ueda, Shohei Edamatsu, Kaoru Iino, Mitsuyoshi Sugimoto, Masahiro |
author_facet | Takamori, Satoshi Ishikawa, Shigeo Suzuki, Jun Oizumi, Hiroyuki Uchida, Tetsuro Ueda, Shohei Edamatsu, Kaoru Iino, Mitsuyoshi Sugimoto, Masahiro |
author_sort | Takamori, Satoshi |
collection | PubMed |
description | BACKGROUND: Saliva is often used as a biomarker for the diagnosis of some oral and systematic diseases, owing to the non‐invasive attribute of the fluid. In this study, we aimed to identify salivary biomarkers for distinguishing lung cancer (LC) from benign lung lesion (BLL). MATERIALS AND METHODS: Unstimulated saliva samples were collected from 41 patients with LC and 21 with BLL. Salivary metabolites were comprehensively analyzed using capillary electrophoresis mass spectrometry. To differentiate between patients with LCs and BLLs, the discriminatory ability of each biomarker was assessed. Furthermore, a multiple logistic regression (MLR) model was developed for evaluating discriminatory ability of each salivary metabolite. RESULTS: The profiles of 10 salivary metabolites were remarkably different between the LC and BLL samples. Among them, the concentration of salivary tryptophan was significantly lower in the samples from patients with LC than in those from patients with BLL, and the area under the curve (AUC) for discriminating patients with LC from those with BLL was 0.663 (95% confidence interval [CI] = 0.516–0.810, p = 0.036). Furthermore, from the MLR model developed using these metabolites, diethanolamine, cytosine, lysine, and tyrosine, were selected using the back‐selection regression method. The MLR model based on these four metabolites had a high discriminatory ability for patients with LC and those with BLL (AUC = 0.729, 95% CI = 0.598–0.861, p = 0.003). CONCLUSION: The four salivary metabolites can serve as potential non‐invasive biomarkers for distinguishing LC from BLL. |
format | Online Article Text |
id | pubmed-8807259 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley & Sons Australia, Ltd |
record_format | MEDLINE/PubMed |
spelling | pubmed-88072592022-02-04 Differential diagnosis of lung cancer and benign lung lesion using salivary metabolites: A preliminary study Takamori, Satoshi Ishikawa, Shigeo Suzuki, Jun Oizumi, Hiroyuki Uchida, Tetsuro Ueda, Shohei Edamatsu, Kaoru Iino, Mitsuyoshi Sugimoto, Masahiro Thorac Cancer Original Articles BACKGROUND: Saliva is often used as a biomarker for the diagnosis of some oral and systematic diseases, owing to the non‐invasive attribute of the fluid. In this study, we aimed to identify salivary biomarkers for distinguishing lung cancer (LC) from benign lung lesion (BLL). MATERIALS AND METHODS: Unstimulated saliva samples were collected from 41 patients with LC and 21 with BLL. Salivary metabolites were comprehensively analyzed using capillary electrophoresis mass spectrometry. To differentiate between patients with LCs and BLLs, the discriminatory ability of each biomarker was assessed. Furthermore, a multiple logistic regression (MLR) model was developed for evaluating discriminatory ability of each salivary metabolite. RESULTS: The profiles of 10 salivary metabolites were remarkably different between the LC and BLL samples. Among them, the concentration of salivary tryptophan was significantly lower in the samples from patients with LC than in those from patients with BLL, and the area under the curve (AUC) for discriminating patients with LC from those with BLL was 0.663 (95% confidence interval [CI] = 0.516–0.810, p = 0.036). Furthermore, from the MLR model developed using these metabolites, diethanolamine, cytosine, lysine, and tyrosine, were selected using the back‐selection regression method. The MLR model based on these four metabolites had a high discriminatory ability for patients with LC and those with BLL (AUC = 0.729, 95% CI = 0.598–0.861, p = 0.003). CONCLUSION: The four salivary metabolites can serve as potential non‐invasive biomarkers for distinguishing LC from BLL. John Wiley & Sons Australia, Ltd 2021-12-16 2022-02 /pmc/articles/PMC8807259/ /pubmed/34918488 http://dx.doi.org/10.1111/1759-7714.14282 Text en © 2021 The Authors. Thoracic Cancer published by China Lung Oncology Group and John Wiley & Sons Australia, Ltd. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | Original Articles Takamori, Satoshi Ishikawa, Shigeo Suzuki, Jun Oizumi, Hiroyuki Uchida, Tetsuro Ueda, Shohei Edamatsu, Kaoru Iino, Mitsuyoshi Sugimoto, Masahiro Differential diagnosis of lung cancer and benign lung lesion using salivary metabolites: A preliminary study |
title | Differential diagnosis of lung cancer and benign lung lesion using salivary metabolites: A preliminary study |
title_full | Differential diagnosis of lung cancer and benign lung lesion using salivary metabolites: A preliminary study |
title_fullStr | Differential diagnosis of lung cancer and benign lung lesion using salivary metabolites: A preliminary study |
title_full_unstemmed | Differential diagnosis of lung cancer and benign lung lesion using salivary metabolites: A preliminary study |
title_short | Differential diagnosis of lung cancer and benign lung lesion using salivary metabolites: A preliminary study |
title_sort | differential diagnosis of lung cancer and benign lung lesion using salivary metabolites: a preliminary study |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8807259/ https://www.ncbi.nlm.nih.gov/pubmed/34918488 http://dx.doi.org/10.1111/1759-7714.14282 |
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