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Dysbiosis of the salivary microbiota in pediatric-onset primary sclerosing cholangitis and its potential as a biomarker

Primary sclerosing cholangitis (PSC) is a liver disease known for its frequent concurrence with inflammatory bowel disease. Dysbiosis of the gut microbiota in PSC was reported in several studies, but the microbiological features of the salivary microbiota in PSC have not been established. Here we co...

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Autores principales: Iwasawa, Kentaro, Suda, Wataru, Tsunoda, Tomoyuki, Oikawa-Kawamoto, Manari, Umetsu, Shuichiro, Takayasu, Lena, Inui, Ayano, Fujisawa, Tomoo, Morita, Hidetoshi, Sogo, Tsuyoshi, Hattori, Masahira
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5882660/
https://www.ncbi.nlm.nih.gov/pubmed/29615776
http://dx.doi.org/10.1038/s41598-018-23870-w
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author Iwasawa, Kentaro
Suda, Wataru
Tsunoda, Tomoyuki
Oikawa-Kawamoto, Manari
Umetsu, Shuichiro
Takayasu, Lena
Inui, Ayano
Fujisawa, Tomoo
Morita, Hidetoshi
Sogo, Tsuyoshi
Hattori, Masahira
author_facet Iwasawa, Kentaro
Suda, Wataru
Tsunoda, Tomoyuki
Oikawa-Kawamoto, Manari
Umetsu, Shuichiro
Takayasu, Lena
Inui, Ayano
Fujisawa, Tomoo
Morita, Hidetoshi
Sogo, Tsuyoshi
Hattori, Masahira
author_sort Iwasawa, Kentaro
collection PubMed
description Primary sclerosing cholangitis (PSC) is a liver disease known for its frequent concurrence with inflammatory bowel disease. Dysbiosis of the gut microbiota in PSC was reported in several studies, but the microbiological features of the salivary microbiota in PSC have not been established. Here we compared the salivary microbial communities of 24 pediatric-onset PSC patients, 16 age-matched ulcerative colitis (UC) patients, and 24 healthy controls (HCs) by analyzing the bacterial 16S rRNA gene sequence data. The species-richness (α-diversity) showed no significant between-group differences, whereas the overall salivary microbiota structure (β-diversity) showed significant differences among the three groups. Taxonomic assignment revealed that the PSC salivary microbiota were characterized by significant decreases in the abundance of Rothia and Haemophilus compared to the HC group, and significantly decreased Haemophilus and increased Oribacterium compared to the UC group. By combining the genera selected by the random forest algorithm in machine learning, followed by confirmation with 10-fold cross-validation, we were able to distinguish the PSC group from the HC group with the area under the curve (AUC) of 0.7423, and from the UC group with the AUC of 0.8756. Our results indicate the potential of salivary microbiota as biomarkers for a noninvasive diagnosis of PSC.
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spelling pubmed-58826602018-04-09 Dysbiosis of the salivary microbiota in pediatric-onset primary sclerosing cholangitis and its potential as a biomarker Iwasawa, Kentaro Suda, Wataru Tsunoda, Tomoyuki Oikawa-Kawamoto, Manari Umetsu, Shuichiro Takayasu, Lena Inui, Ayano Fujisawa, Tomoo Morita, Hidetoshi Sogo, Tsuyoshi Hattori, Masahira Sci Rep Article Primary sclerosing cholangitis (PSC) is a liver disease known for its frequent concurrence with inflammatory bowel disease. Dysbiosis of the gut microbiota in PSC was reported in several studies, but the microbiological features of the salivary microbiota in PSC have not been established. Here we compared the salivary microbial communities of 24 pediatric-onset PSC patients, 16 age-matched ulcerative colitis (UC) patients, and 24 healthy controls (HCs) by analyzing the bacterial 16S rRNA gene sequence data. The species-richness (α-diversity) showed no significant between-group differences, whereas the overall salivary microbiota structure (β-diversity) showed significant differences among the three groups. Taxonomic assignment revealed that the PSC salivary microbiota were characterized by significant decreases in the abundance of Rothia and Haemophilus compared to the HC group, and significantly decreased Haemophilus and increased Oribacterium compared to the UC group. By combining the genera selected by the random forest algorithm in machine learning, followed by confirmation with 10-fold cross-validation, we were able to distinguish the PSC group from the HC group with the area under the curve (AUC) of 0.7423, and from the UC group with the AUC of 0.8756. Our results indicate the potential of salivary microbiota as biomarkers for a noninvasive diagnosis of PSC. Nature Publishing Group UK 2018-04-03 /pmc/articles/PMC5882660/ /pubmed/29615776 http://dx.doi.org/10.1038/s41598-018-23870-w Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Iwasawa, Kentaro
Suda, Wataru
Tsunoda, Tomoyuki
Oikawa-Kawamoto, Manari
Umetsu, Shuichiro
Takayasu, Lena
Inui, Ayano
Fujisawa, Tomoo
Morita, Hidetoshi
Sogo, Tsuyoshi
Hattori, Masahira
Dysbiosis of the salivary microbiota in pediatric-onset primary sclerosing cholangitis and its potential as a biomarker
title Dysbiosis of the salivary microbiota in pediatric-onset primary sclerosing cholangitis and its potential as a biomarker
title_full Dysbiosis of the salivary microbiota in pediatric-onset primary sclerosing cholangitis and its potential as a biomarker
title_fullStr Dysbiosis of the salivary microbiota in pediatric-onset primary sclerosing cholangitis and its potential as a biomarker
title_full_unstemmed Dysbiosis of the salivary microbiota in pediatric-onset primary sclerosing cholangitis and its potential as a biomarker
title_short Dysbiosis of the salivary microbiota in pediatric-onset primary sclerosing cholangitis and its potential as a biomarker
title_sort dysbiosis of the salivary microbiota in pediatric-onset primary sclerosing cholangitis and its potential as a biomarker
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5882660/
https://www.ncbi.nlm.nih.gov/pubmed/29615776
http://dx.doi.org/10.1038/s41598-018-23870-w
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