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Comprehensive analysis of gut microbiota of a healthy population and covariates affecting microbial variation in two large Japanese cohorts
BACKGROUND: Inter-individual variations in gut microbiota composition are observed even among healthy populations. The gut microbiota may exhibit a unique composition depending on the country of origin and race of individuals. To comprehensively understand the link between healthy gut microbiota and...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8139087/ https://www.ncbi.nlm.nih.gov/pubmed/34016052 http://dx.doi.org/10.1186/s12866-021-02215-0 |
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author | Park, Jonguk Kato, Kumiko Murakami, Haruka Hosomi, Koji Tanisawa, Kumpei Nakagata, Takashi Ohno, Harumi Konishi, Kana Kawashima, Hitoshi Chen, Yi-An Mohsen, Attayeb Xiao, Jin-zhong Odamaki, Toshitaka Kunisawa, Jun Mizuguchi, Kenji Miyachi, Motohiko |
author_facet | Park, Jonguk Kato, Kumiko Murakami, Haruka Hosomi, Koji Tanisawa, Kumpei Nakagata, Takashi Ohno, Harumi Konishi, Kana Kawashima, Hitoshi Chen, Yi-An Mohsen, Attayeb Xiao, Jin-zhong Odamaki, Toshitaka Kunisawa, Jun Mizuguchi, Kenji Miyachi, Motohiko |
author_sort | Park, Jonguk |
collection | PubMed |
description | BACKGROUND: Inter-individual variations in gut microbiota composition are observed even among healthy populations. The gut microbiota may exhibit a unique composition depending on the country of origin and race of individuals. To comprehensively understand the link between healthy gut microbiota and host state, it is beneficial to conduct large-scale cohort studies. The aim of the present study was to elucidate the integrated and non-redundant factors associated with gut microbiota composition within the Japanese population by 16S rRNA sequencing of fecal samples and questionnaire-based covariate analysis. RESULTS: A total of 1596 healthy Japanese individuals participated in this study via two independent cohorts, NIBIOHN cohort (n=954) and MORINAGA cohort (n=642). Gut microbiota composition was described and the interaction of these microorganisms with metadata parameters such as anthropometric measurements, bowel habits, medical history, and lifestyle were obtained. Thirteen genera, including Alistipes, Anaerostipes, Bacteroides, Bifidobacterium, Blautia, Eubacterium halli group, Faecalibacterium, Fusicatenibacter, Lachnoclostridium, Parabacteroides, Prevotella_9, Roseburia, and Subdoligranulum were predominant among the two cohorts. On the basis of univariate analysis for overall microbiome variation, 18 matching variables exhibited significant association in both cohorts. A stepwise redundancy analysis revealed that there were four common covariates, Bristol Stool Scale (BSS) scores, gender, age, and defecation frequency, displaying non-redundant association with gut microbial variance. CONCLUSIONS: We conducted a comprehensive analysis of gut microbiota in healthy Japanese individuals, based on two independent cohorts, and obtained reliable evidence that questionnaire-based covariates such as frequency of bowel movement and specific dietary habit affects the microbial composition of the gut. To our knowledge, this was the first study to investigate integrated and non-redundant factors associated with gut microbiota among Japanese populations. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12866-021-02215-0. |
format | Online Article Text |
id | pubmed-8139087 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-81390872021-05-21 Comprehensive analysis of gut microbiota of a healthy population and covariates affecting microbial variation in two large Japanese cohorts Park, Jonguk Kato, Kumiko Murakami, Haruka Hosomi, Koji Tanisawa, Kumpei Nakagata, Takashi Ohno, Harumi Konishi, Kana Kawashima, Hitoshi Chen, Yi-An Mohsen, Attayeb Xiao, Jin-zhong Odamaki, Toshitaka Kunisawa, Jun Mizuguchi, Kenji Miyachi, Motohiko BMC Microbiol Research Article BACKGROUND: Inter-individual variations in gut microbiota composition are observed even among healthy populations. The gut microbiota may exhibit a unique composition depending on the country of origin and race of individuals. To comprehensively understand the link between healthy gut microbiota and host state, it is beneficial to conduct large-scale cohort studies. The aim of the present study was to elucidate the integrated and non-redundant factors associated with gut microbiota composition within the Japanese population by 16S rRNA sequencing of fecal samples and questionnaire-based covariate analysis. RESULTS: A total of 1596 healthy Japanese individuals participated in this study via two independent cohorts, NIBIOHN cohort (n=954) and MORINAGA cohort (n=642). Gut microbiota composition was described and the interaction of these microorganisms with metadata parameters such as anthropometric measurements, bowel habits, medical history, and lifestyle were obtained. Thirteen genera, including Alistipes, Anaerostipes, Bacteroides, Bifidobacterium, Blautia, Eubacterium halli group, Faecalibacterium, Fusicatenibacter, Lachnoclostridium, Parabacteroides, Prevotella_9, Roseburia, and Subdoligranulum were predominant among the two cohorts. On the basis of univariate analysis for overall microbiome variation, 18 matching variables exhibited significant association in both cohorts. A stepwise redundancy analysis revealed that there were four common covariates, Bristol Stool Scale (BSS) scores, gender, age, and defecation frequency, displaying non-redundant association with gut microbial variance. CONCLUSIONS: We conducted a comprehensive analysis of gut microbiota in healthy Japanese individuals, based on two independent cohorts, and obtained reliable evidence that questionnaire-based covariates such as frequency of bowel movement and specific dietary habit affects the microbial composition of the gut. To our knowledge, this was the first study to investigate integrated and non-redundant factors associated with gut microbiota among Japanese populations. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12866-021-02215-0. BioMed Central 2021-05-20 /pmc/articles/PMC8139087/ /pubmed/34016052 http://dx.doi.org/10.1186/s12866-021-02215-0 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Park, Jonguk Kato, Kumiko Murakami, Haruka Hosomi, Koji Tanisawa, Kumpei Nakagata, Takashi Ohno, Harumi Konishi, Kana Kawashima, Hitoshi Chen, Yi-An Mohsen, Attayeb Xiao, Jin-zhong Odamaki, Toshitaka Kunisawa, Jun Mizuguchi, Kenji Miyachi, Motohiko Comprehensive analysis of gut microbiota of a healthy population and covariates affecting microbial variation in two large Japanese cohorts |
title | Comprehensive analysis of gut microbiota of a healthy population and covariates affecting microbial variation in two large Japanese cohorts |
title_full | Comprehensive analysis of gut microbiota of a healthy population and covariates affecting microbial variation in two large Japanese cohorts |
title_fullStr | Comprehensive analysis of gut microbiota of a healthy population and covariates affecting microbial variation in two large Japanese cohorts |
title_full_unstemmed | Comprehensive analysis of gut microbiota of a healthy population and covariates affecting microbial variation in two large Japanese cohorts |
title_short | Comprehensive analysis of gut microbiota of a healthy population and covariates affecting microbial variation in two large Japanese cohorts |
title_sort | comprehensive analysis of gut microbiota of a healthy population and covariates affecting microbial variation in two large japanese cohorts |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8139087/ https://www.ncbi.nlm.nih.gov/pubmed/34016052 http://dx.doi.org/10.1186/s12866-021-02215-0 |
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