Comprehensive Analysis of Risk Factors for Periodontitis Focusing on the Saliva Microbiome and Polymorphism

Few studies have exhaustively assessed relationships among polymorphisms, the microbiome, and periodontitis. The objective of the present study was to assess associations simultaneously among polymorphisms, the microbiome, and periodontitis. We used propensity score matching with a 1:1 ratio to sele...

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Main Authors: Naoki Toyama, Daisuke Ekuni, Daisuke Matsui, Teruhide Koyama, Masahiro Nakatochi, Yukihide Momozawa, Michiaki Kubo, Manabu Morita
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:International Journal of Environmental Research and Public Health
Subjects:
Online Access:https://www.mdpi.com/1660-4601/18/12/6430
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spelling doaj-b902d3bf47834481b8f1b0536bc4d7fc2021-07-01T00:08:12ZengMDPI AGInternational Journal of Environmental Research and Public Health1661-78271660-46012021-06-01186430643010.3390/ijerph18126430Comprehensive Analysis of Risk Factors for Periodontitis Focusing on the Saliva Microbiome and PolymorphismNaoki Toyama0Daisuke Ekuni1Daisuke Matsui2Teruhide Koyama3Masahiro Nakatochi4Yukihide Momozawa5Michiaki Kubo6Manabu Morita7Department of Preventive Dentistry, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, 2-5-1 Shikata-cho, Kita-ku, Okayama 700-8558, JapanDepartment of Preventive Dentistry, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, 2-5-1 Shikata-cho, Kita-ku, Okayama 700-8558, JapanDepartment of Epidemiology for Community Health and Medicine, Kyoto Prefectural University of Medicine, 465 Kajii-cho, Kamigyo-ku, Kyoto 602-8566, JapanDepartment of Epidemiology for Community Health and Medicine, Kyoto Prefectural University of Medicine, 465 Kajii-cho, Kamigyo-ku, Kyoto 602-8566, JapanPublic Health Informatics Unit, Department of Integrated Health Sciences, Nagoya University Graduate School of Medicine, Nagoya 461-8673, JapanLaboratory for Genotyping Development, RIKEN Center for Integrative Medical Sciences, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama City 230-0045, JapanLaboratory for Genotyping Development, RIKEN Center for Integrative Medical Sciences, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama City 230-0045, JapanDepartment of Preventive Dentistry, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, 2-5-1 Shikata-cho, Kita-ku, Okayama 700-8558, JapanFew studies have exhaustively assessed relationships among polymorphisms, the microbiome, and periodontitis. The objective of the present study was to assess associations simultaneously among polymorphisms, the microbiome, and periodontitis. We used propensity score matching with a 1:1 ratio to select subjects, and then 22 individuals (mean age ± standard deviation, 60.7 ± 9.9 years) were analyzed. After saliva collection, V3-4 regions of the 16S rRNA gene were sequenced to investigate microbiome composition, alpha diversity (Shannon index, Simpson index, Chao1, and abundance-based coverage estimator) and beta diversity using principal coordinate analysis (PCoA) based on weighted and unweighted UniFrac distances. A total of 51 single-nucleotide polymorphisms (SNPs) related to periodontitis were identified. The frequencies of SNPs were collected from Genome-Wide Association Study data. The PCoA of unweighted UniFrac distance showed a significant difference between periodontitis and control groups (<i>p</i> < 0.05). There were no significant differences in alpha diversity and PCoA of weighted UniFrac distance (<i>p</i> > 0.05). Two families (Lactobacillaceae and Desulfobulbaceae) and one species (<i>Porphyromonas gingivalis</i>) were observed only in the periodontitis group. No SNPs showed significant expression. These results suggest that periodontitis was related to the presence of <i>P. gingivalis</i> and the families Lactobacillaceae and Desulfobulbaceae but not SNPs.https://www.mdpi.com/1660-4601/18/12/6430periodontitismicrobiotasingle-nucleotide polymorphisms
collection DOAJ
language English
format Article
sources DOAJ
author Naoki Toyama
Daisuke Ekuni
Daisuke Matsui
Teruhide Koyama
Masahiro Nakatochi
Yukihide Momozawa
Michiaki Kubo
Manabu Morita
spellingShingle Naoki Toyama
Daisuke Ekuni
Daisuke Matsui
Teruhide Koyama
Masahiro Nakatochi
Yukihide Momozawa
Michiaki Kubo
Manabu Morita
Comprehensive Analysis of Risk Factors for Periodontitis Focusing on the Saliva Microbiome and Polymorphism
International Journal of Environmental Research and Public Health
periodontitis
microbiota
single-nucleotide polymorphisms
author_facet Naoki Toyama
Daisuke Ekuni
Daisuke Matsui
Teruhide Koyama
Masahiro Nakatochi
Yukihide Momozawa
Michiaki Kubo
Manabu Morita
author_sort Naoki Toyama
title Comprehensive Analysis of Risk Factors for Periodontitis Focusing on the Saliva Microbiome and Polymorphism
title_short Comprehensive Analysis of Risk Factors for Periodontitis Focusing on the Saliva Microbiome and Polymorphism
title_full Comprehensive Analysis of Risk Factors for Periodontitis Focusing on the Saliva Microbiome and Polymorphism
title_fullStr Comprehensive Analysis of Risk Factors for Periodontitis Focusing on the Saliva Microbiome and Polymorphism
title_full_unstemmed Comprehensive Analysis of Risk Factors for Periodontitis Focusing on the Saliva Microbiome and Polymorphism
title_sort comprehensive analysis of risk factors for periodontitis focusing on the saliva microbiome and polymorphism
publisher MDPI AG
series International Journal of Environmental Research and Public Health
issn 1661-7827
1660-4601
publishDate 2021-06-01
description Few studies have exhaustively assessed relationships among polymorphisms, the microbiome, and periodontitis. The objective of the present study was to assess associations simultaneously among polymorphisms, the microbiome, and periodontitis. We used propensity score matching with a 1:1 ratio to select subjects, and then 22 individuals (mean age ± standard deviation, 60.7 ± 9.9 years) were analyzed. After saliva collection, V3-4 regions of the 16S rRNA gene were sequenced to investigate microbiome composition, alpha diversity (Shannon index, Simpson index, Chao1, and abundance-based coverage estimator) and beta diversity using principal coordinate analysis (PCoA) based on weighted and unweighted UniFrac distances. A total of 51 single-nucleotide polymorphisms (SNPs) related to periodontitis were identified. The frequencies of SNPs were collected from Genome-Wide Association Study data. The PCoA of unweighted UniFrac distance showed a significant difference between periodontitis and control groups (<i>p</i> < 0.05). There were no significant differences in alpha diversity and PCoA of weighted UniFrac distance (<i>p</i> > 0.05). Two families (Lactobacillaceae and Desulfobulbaceae) and one species (<i>Porphyromonas gingivalis</i>) were observed only in the periodontitis group. No SNPs showed significant expression. These results suggest that periodontitis was related to the presence of <i>P. gingivalis</i> and the families Lactobacillaceae and Desulfobulbaceae but not SNPs.
topic periodontitis
microbiota
single-nucleotide polymorphisms
url https://www.mdpi.com/1660-4601/18/12/6430
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