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Discriminating Microbial Community Structure Between Peri-Implantitis and Periodontitis With Integrated Metagenomic, Metatranscriptomic, and Network Analysis
Peri-implantitis and periodontitis are both polymicrobial diseases induced by subgingival plaque accumulation, with some differing clinical features. Studies on the microbial and gene transcription activity of peri-implantitis microbiota are limited. This study aimed to verify the hypothesis that di...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2020
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7793907/ https://www.ncbi.nlm.nih.gov/pubmed/33425781 http://dx.doi.org/10.3389/fcimb.2020.596490 |
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author | Komatsu, Keiji Shiba, Takahiko Takeuchi, Yasuo Watanabe, Takayasu Koyanagi, Tatsuro Nemoto, Takashi Shimogishi, Masahiro Shibasaki, Masaki Katagiri, Sayaka Kasugai, Shohei Iwata, Takanori |
author_facet | Komatsu, Keiji Shiba, Takahiko Takeuchi, Yasuo Watanabe, Takayasu Koyanagi, Tatsuro Nemoto, Takashi Shimogishi, Masahiro Shibasaki, Masaki Katagiri, Sayaka Kasugai, Shohei Iwata, Takanori |
author_sort | Komatsu, Keiji |
collection | PubMed |
description | Peri-implantitis and periodontitis are both polymicrobial diseases induced by subgingival plaque accumulation, with some differing clinical features. Studies on the microbial and gene transcription activity of peri-implantitis microbiota are limited. This study aimed to verify the hypothesis that disease-specific microbial and gene transcription activity lead to disease-specific clinical features, using an integrated metagenomic, metatranscriptomic, and network analysis. Metagenomic data in peri-implantitis and periodontitis were obtained from the same 21 subjects and metatranscriptomic data from 12 subjects were obtained from a database. The microbial co-occurrence network based on metagenomic analysis had more diverse species taxa and correlations than the network based on the metatranscriptomic analysis. Solobacterium moorei and Prevotella denticola had high activity and were core species taxa specific to peri-implantitis in the co-occurrence network. Moreover, the activity of plasmin receptor/glyceraldehyde-3-phosphate dehydrogenase genes was higher in peri-implantitis. These activity differences may increase complexity in the peri-implantitis microbiome and distinguish clinical symptoms of the two diseases. These findings should help in exploring a novel biomarker that assist in the diagnosis and preventive treatment design of peri-implantitis. |
format | Online Article Text |
id | pubmed-7793907 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-77939072021-01-09 Discriminating Microbial Community Structure Between Peri-Implantitis and Periodontitis With Integrated Metagenomic, Metatranscriptomic, and Network Analysis Komatsu, Keiji Shiba, Takahiko Takeuchi, Yasuo Watanabe, Takayasu Koyanagi, Tatsuro Nemoto, Takashi Shimogishi, Masahiro Shibasaki, Masaki Katagiri, Sayaka Kasugai, Shohei Iwata, Takanori Front Cell Infect Microbiol Cellular and Infection Microbiology Peri-implantitis and periodontitis are both polymicrobial diseases induced by subgingival plaque accumulation, with some differing clinical features. Studies on the microbial and gene transcription activity of peri-implantitis microbiota are limited. This study aimed to verify the hypothesis that disease-specific microbial and gene transcription activity lead to disease-specific clinical features, using an integrated metagenomic, metatranscriptomic, and network analysis. Metagenomic data in peri-implantitis and periodontitis were obtained from the same 21 subjects and metatranscriptomic data from 12 subjects were obtained from a database. The microbial co-occurrence network based on metagenomic analysis had more diverse species taxa and correlations than the network based on the metatranscriptomic analysis. Solobacterium moorei and Prevotella denticola had high activity and were core species taxa specific to peri-implantitis in the co-occurrence network. Moreover, the activity of plasmin receptor/glyceraldehyde-3-phosphate dehydrogenase genes was higher in peri-implantitis. These activity differences may increase complexity in the peri-implantitis microbiome and distinguish clinical symptoms of the two diseases. These findings should help in exploring a novel biomarker that assist in the diagnosis and preventive treatment design of peri-implantitis. Frontiers Media S.A. 2020-12-11 /pmc/articles/PMC7793907/ /pubmed/33425781 http://dx.doi.org/10.3389/fcimb.2020.596490 Text en Copyright © 2020 Komatsu, Shiba, Takeuchi, Watanabe, Koyanagi, Nemoto, Shimogishi, Shibasaki, Katagiri, Kasugai and Iwata http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Cellular and Infection Microbiology Komatsu, Keiji Shiba, Takahiko Takeuchi, Yasuo Watanabe, Takayasu Koyanagi, Tatsuro Nemoto, Takashi Shimogishi, Masahiro Shibasaki, Masaki Katagiri, Sayaka Kasugai, Shohei Iwata, Takanori Discriminating Microbial Community Structure Between Peri-Implantitis and Periodontitis With Integrated Metagenomic, Metatranscriptomic, and Network Analysis |
title | Discriminating Microbial Community Structure Between Peri-Implantitis and Periodontitis With Integrated Metagenomic, Metatranscriptomic, and Network Analysis |
title_full | Discriminating Microbial Community Structure Between Peri-Implantitis and Periodontitis With Integrated Metagenomic, Metatranscriptomic, and Network Analysis |
title_fullStr | Discriminating Microbial Community Structure Between Peri-Implantitis and Periodontitis With Integrated Metagenomic, Metatranscriptomic, and Network Analysis |
title_full_unstemmed | Discriminating Microbial Community Structure Between Peri-Implantitis and Periodontitis With Integrated Metagenomic, Metatranscriptomic, and Network Analysis |
title_short | Discriminating Microbial Community Structure Between Peri-Implantitis and Periodontitis With Integrated Metagenomic, Metatranscriptomic, and Network Analysis |
title_sort | discriminating microbial community structure between peri-implantitis and periodontitis with integrated metagenomic, metatranscriptomic, and network analysis |
topic | Cellular and Infection Microbiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7793907/ https://www.ncbi.nlm.nih.gov/pubmed/33425781 http://dx.doi.org/10.3389/fcimb.2020.596490 |
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