Oral Microbiome Analysis in Prospective Genome Cohort Studies of the Tohoku Medical Megabank Project

A baseline oral microbiome study of the Tohoku Medical Megabank Organization (TMM) was planned to characterize the profile of the oral microbiome in the Japanese population. The study also aimed to clarify risk factors for multifactorial diseases by integrated analysis of the oral microbiome and hos...

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Main Authors: Sakae Saito, Yuichi Aoki, Toru Tamahara, Maki Goto, Hiroyuki Matsui, Junko Kawashima, Inaho Danjoh, Atsushi Hozawa, Shinichi Kuriyama, Yoichi Suzuki, Nobuo Fuse, Shigeo Kure, Riu Yamashita, Osamu Tanabe, Naoko Minegishi, Kengo Kinoshita, Akito Tsuboi, Ritsuko Shimizu, Masayuki Yamamoto
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-01-01
Series:Frontiers in Cellular and Infection Microbiology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fcimb.2020.604596/full
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author Sakae Saito
Yuichi Aoki
Yuichi Aoki
Toru Tamahara
Toru Tamahara
Maki Goto
Hiroyuki Matsui
Hiroyuki Matsui
Junko Kawashima
Inaho Danjoh
Inaho Danjoh
Atsushi Hozawa
Atsushi Hozawa
Shinichi Kuriyama
Shinichi Kuriyama
Shinichi Kuriyama
Yoichi Suzuki
Yoichi Suzuki
Nobuo Fuse
Nobuo Fuse
Shigeo Kure
Shigeo Kure
Riu Yamashita
Riu Yamashita
Osamu Tanabe
Osamu Tanabe
Naoko Minegishi
Naoko Minegishi
Naoko Minegishi
Kengo Kinoshita
Kengo Kinoshita
Kengo Kinoshita
Akito Tsuboi
Akito Tsuboi
Akito Tsuboi
Ritsuko Shimizu
Ritsuko Shimizu
Masayuki Yamamoto
Masayuki Yamamoto
Masayuki Yamamoto
spellingShingle Sakae Saito
Yuichi Aoki
Yuichi Aoki
Toru Tamahara
Toru Tamahara
Maki Goto
Hiroyuki Matsui
Hiroyuki Matsui
Junko Kawashima
Inaho Danjoh
Inaho Danjoh
Atsushi Hozawa
Atsushi Hozawa
Shinichi Kuriyama
Shinichi Kuriyama
Shinichi Kuriyama
Yoichi Suzuki
Yoichi Suzuki
Nobuo Fuse
Nobuo Fuse
Shigeo Kure
Shigeo Kure
Riu Yamashita
Riu Yamashita
Osamu Tanabe
Osamu Tanabe
Naoko Minegishi
Naoko Minegishi
Naoko Minegishi
Kengo Kinoshita
Kengo Kinoshita
Kengo Kinoshita
Akito Tsuboi
Akito Tsuboi
Akito Tsuboi
Ritsuko Shimizu
Ritsuko Shimizu
Masayuki Yamamoto
Masayuki Yamamoto
Masayuki Yamamoto
Oral Microbiome Analysis in Prospective Genome Cohort Studies of the Tohoku Medical Megabank Project
Frontiers in Cellular and Infection Microbiology
16S ribosomal RNA
saliva
dental plaque
microbiome
periodontal disease
prospective cohort
author_facet Sakae Saito
Yuichi Aoki
Yuichi Aoki
Toru Tamahara
Toru Tamahara
Maki Goto
Hiroyuki Matsui
Hiroyuki Matsui
Junko Kawashima
Inaho Danjoh
Inaho Danjoh
Atsushi Hozawa
Atsushi Hozawa
Shinichi Kuriyama
Shinichi Kuriyama
Shinichi Kuriyama
Yoichi Suzuki
Yoichi Suzuki
Nobuo Fuse
Nobuo Fuse
Shigeo Kure
Shigeo Kure
Riu Yamashita
Riu Yamashita
Osamu Tanabe
Osamu Tanabe
Naoko Minegishi
Naoko Minegishi
Naoko Minegishi
Kengo Kinoshita
Kengo Kinoshita
Kengo Kinoshita
Akito Tsuboi
Akito Tsuboi
Akito Tsuboi
Ritsuko Shimizu
Ritsuko Shimizu
Masayuki Yamamoto
Masayuki Yamamoto
Masayuki Yamamoto
author_sort Sakae Saito
title Oral Microbiome Analysis in Prospective Genome Cohort Studies of the Tohoku Medical Megabank Project
title_short Oral Microbiome Analysis in Prospective Genome Cohort Studies of the Tohoku Medical Megabank Project
title_full Oral Microbiome Analysis in Prospective Genome Cohort Studies of the Tohoku Medical Megabank Project
title_fullStr Oral Microbiome Analysis in Prospective Genome Cohort Studies of the Tohoku Medical Megabank Project
title_full_unstemmed Oral Microbiome Analysis in Prospective Genome Cohort Studies of the Tohoku Medical Megabank Project
title_sort oral microbiome analysis in prospective genome cohort studies of the tohoku medical megabank project
publisher Frontiers Media S.A.
series Frontiers in Cellular and Infection Microbiology
issn 2235-2988
publishDate 2021-01-01
description A baseline oral microbiome study of the Tohoku Medical Megabank Organization (TMM) was planned to characterize the profile of the oral microbiome in the Japanese population. The study also aimed to clarify risk factors for multifactorial diseases by integrated analysis of the oral microbiome and host genome/omics information. From 2013 to 2016, we collected three types of oral biospecimens, saliva, supragingival plaque, and tongue swab, from a total of 25,101 participants who had a dental examination in TMM. In this study, we used two independent cohorts; the Community-Based Cohort and Birth and Three-Generation Cohort as discovery and validation cohorts, respectively, and we selected participants examined by a single dentist. We found through the 16S ribosomal RNA gene sequencing analysis of 834 participants of the Community-Based Cohort Study that there are differences in the microbial composition and community structure between saliva and plaque. The species diversities in both saliva and plaque were increased in correlation with the severity of periodontal disease. These results were nicely reproduced in the analysis of 455 participants of the Birth and Three-Generation Cohort Study. In addition, strong positive and negative associations of microbial taxa in both plaque and saliva with periodontitis-associated biofilm formation were detected by co-occurrence network analysis. The classes Actinobacteria and Bacilli, including oral health-associated bacterial species, showed a positive correlation in saliva. These results revealed differences in microbial composition and community structure between saliva and plaque and a correlation between microbial species and the severity of periodontal disease. We expect that the large database of the oral microbiome in the TMM biobank will help in the discovery of novel targets for the treatment and prevention of oral diseases, as well as for the discovery of therapeutic and/or preventive targets of systemic diseases.
topic 16S ribosomal RNA
saliva
dental plaque
microbiome
periodontal disease
prospective cohort
url https://www.frontiersin.org/articles/10.3389/fcimb.2020.604596/full
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spelling doaj-9a24a0a4c6154f059523791ac9c6e3b92021-01-29T04:59:49ZengFrontiers Media S.A.Frontiers in Cellular and Infection Microbiology2235-29882021-01-011010.3389/fcimb.2020.604596604596Oral Microbiome Analysis in Prospective Genome Cohort Studies of the Tohoku Medical Megabank ProjectSakae Saito0Yuichi Aoki1Yuichi Aoki2Toru Tamahara3Toru Tamahara4Maki Goto5Hiroyuki Matsui6Hiroyuki Matsui7Junko Kawashima8Inaho Danjoh9Inaho Danjoh10Atsushi Hozawa11Atsushi Hozawa12Shinichi Kuriyama13Shinichi Kuriyama14Shinichi Kuriyama15Yoichi Suzuki16Yoichi Suzuki17Nobuo Fuse18Nobuo Fuse19Shigeo Kure20Shigeo Kure21Riu Yamashita22Riu Yamashita23Osamu Tanabe24Osamu Tanabe25Naoko Minegishi26Naoko Minegishi27Naoko Minegishi28Kengo Kinoshita29Kengo Kinoshita30Kengo Kinoshita31Akito Tsuboi32Akito Tsuboi33Akito Tsuboi34Ritsuko Shimizu35Ritsuko Shimizu36Masayuki Yamamoto37Masayuki Yamamoto38Masayuki Yamamoto39Tohoku Medical Megabank Organization, Tohoku University, Sendai, JapanTohoku Medical Megabank Organization, Tohoku University, Sendai, JapanGraduate School of Information Sciences, Tohoku University, Sendai, JapanTohoku Medical Megabank Organization, Tohoku University, Sendai, JapanGraduate School of Dentistry, Tohoku University, Sendai, JapanTohoku Medical Megabank Organization, Tohoku University, Sendai, JapanTohoku Medical Megabank Organization, Tohoku University, Sendai, JapanGraduate School of Dentistry, Tohoku University, Sendai, JapanTohoku Medical Megabank Organization, Tohoku University, Sendai, JapanTohoku Medical Megabank Organization, Tohoku University, Sendai, JapanGraduate School of Medicine, Tohoku University, Sendai, JapanTohoku Medical Megabank Organization, Tohoku University, Sendai, JapanGraduate School of Medicine, Tohoku University, Sendai, JapanTohoku Medical Megabank Organization, Tohoku University, Sendai, JapanGraduate School of Medicine, Tohoku University, Sendai, JapanInternational Research Institute of Disaster Science, Tohoku University, Sendai, JapanTohoku Medical Megabank Organization, Tohoku University, Sendai, JapanDepartment of Clinical Genetics, Ageo Central General Hospital, Ageo, JapanTohoku Medical Megabank Organization, Tohoku University, Sendai, JapanGraduate School of Medicine, Tohoku University, Sendai, JapanTohoku Medical Megabank Organization, Tohoku University, Sendai, JapanGraduate School of Medicine, Tohoku University, Sendai, JapanTohoku Medical Megabank Organization, Tohoku University, Sendai, JapanExploratory Oncology Research & Clinical Trial Center, National Cancer Center, Kashiwa, JapanTohoku Medical Megabank Organization, Tohoku University, Sendai, JapanBiosample Research Center, Radiation Effects Research Foundation, Hiroshima, JapanTohoku Medical Megabank Organization, Tohoku University, Sendai, JapanGraduate School of Medicine, Tohoku University, Sendai, JapanAdvanced Research Center for Innovations in Next-Generation Medicine, Tohoku University, Sendai, JapanTohoku Medical Megabank Organization, Tohoku University, Sendai, JapanGraduate School of Information Sciences, Tohoku University, Sendai, JapanAdvanced Research Center for Innovations in Next-Generation Medicine, Tohoku University, Sendai, JapanTohoku Medical Megabank Organization, Tohoku University, Sendai, JapanGraduate School of Dentistry, Tohoku University, Sendai, JapanGraduate School of Medicine, Tohoku University, Sendai, JapanTohoku Medical Megabank Organization, Tohoku University, Sendai, JapanGraduate School of Medicine, Tohoku University, Sendai, JapanTohoku Medical Megabank Organization, Tohoku University, Sendai, JapanGraduate School of Medicine, Tohoku University, Sendai, JapanAdvanced Research Center for Innovations in Next-Generation Medicine, Tohoku University, Sendai, JapanA baseline oral microbiome study of the Tohoku Medical Megabank Organization (TMM) was planned to characterize the profile of the oral microbiome in the Japanese population. The study also aimed to clarify risk factors for multifactorial diseases by integrated analysis of the oral microbiome and host genome/omics information. From 2013 to 2016, we collected three types of oral biospecimens, saliva, supragingival plaque, and tongue swab, from a total of 25,101 participants who had a dental examination in TMM. In this study, we used two independent cohorts; the Community-Based Cohort and Birth and Three-Generation Cohort as discovery and validation cohorts, respectively, and we selected participants examined by a single dentist. We found through the 16S ribosomal RNA gene sequencing analysis of 834 participants of the Community-Based Cohort Study that there are differences in the microbial composition and community structure between saliva and plaque. The species diversities in both saliva and plaque were increased in correlation with the severity of periodontal disease. These results were nicely reproduced in the analysis of 455 participants of the Birth and Three-Generation Cohort Study. In addition, strong positive and negative associations of microbial taxa in both plaque and saliva with periodontitis-associated biofilm formation were detected by co-occurrence network analysis. The classes Actinobacteria and Bacilli, including oral health-associated bacterial species, showed a positive correlation in saliva. These results revealed differences in microbial composition and community structure between saliva and plaque and a correlation between microbial species and the severity of periodontal disease. We expect that the large database of the oral microbiome in the TMM biobank will help in the discovery of novel targets for the treatment and prevention of oral diseases, as well as for the discovery of therapeutic and/or preventive targets of systemic diseases.https://www.frontiersin.org/articles/10.3389/fcimb.2020.604596/full16S ribosomal RNAsalivadental plaquemicrobiomeperiodontal diseaseprospective cohort