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Metagenome-wide association study revealed disease-specific landscape of the gut microbiome of systemic lupus erythematosus in Japanese
OBJECTIVE: Alteration of the gut microbiome has been linked to the pathogenesis of systemic lupus erythematosus (SLE). However, a comprehensive view of the gut microbiome in SLE and its interaction with the host remains to be revealed. This study aimed to reveal SLE-associated changes in the gut mic...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8600607/ https://www.ncbi.nlm.nih.gov/pubmed/34426398 http://dx.doi.org/10.1136/annrheumdis-2021-220687 |
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author | Tomofuji, Yoshihiko Maeda, Yuichi Oguro-Igashira, Eri Kishikawa, Toshihiro Yamamoto, Kenichi Sonehara, Kyuto Motooka, Daisuke Matsumoto, Yuki Matsuoka, Hidetoshi Yoshimura, Maiko Yagita, Mayu Nii, Takuro Ohshima, Shiro Nakamura, Shota Inohara, Hidenori Takeda, Kiyoshi Kumanogoh, Atsushi Okada, Yukinori |
author_facet | Tomofuji, Yoshihiko Maeda, Yuichi Oguro-Igashira, Eri Kishikawa, Toshihiro Yamamoto, Kenichi Sonehara, Kyuto Motooka, Daisuke Matsumoto, Yuki Matsuoka, Hidetoshi Yoshimura, Maiko Yagita, Mayu Nii, Takuro Ohshima, Shiro Nakamura, Shota Inohara, Hidenori Takeda, Kiyoshi Kumanogoh, Atsushi Okada, Yukinori |
author_sort | Tomofuji, Yoshihiko |
collection | PubMed |
description | OBJECTIVE: Alteration of the gut microbiome has been linked to the pathogenesis of systemic lupus erythematosus (SLE). However, a comprehensive view of the gut microbiome in SLE and its interaction with the host remains to be revealed. This study aimed to reveal SLE-associated changes in the gut microbiome and its interaction with the host by a comprehensive metagenome-wide association study (MWAS) followed by integrative analysis. METHODS: We performed a MWAS of SLE based on shotgun sequencing of the gut microbial DNA from Japanese individuals (N (case)=47, N (control)=203). We integrated the result of the MWAS with the genome-wide association study (GWAS) data and plasma metabolite data. RESULTS: Via species level phylogenetic analysis, we identified and validated increases of Streptococcus intermedius and Streptococcus anginosus in the patients with SLE. Microbial gene analysis revealed increases of Streptococcus-derived genes including one involved in redox reaction. Additionally, microbial pathways related to sulfur metabolism and flagella assembly were altered in the patients with SLE. We identified an overlap in the enriched biological pathways between the metagenome and the germline genome by comparing the result of the MWAS and the GWAS of SLE (ie, MWAS-GWAS interaction). α-diversity and β-diversity analyses provided evidence of dysbiosis in the metagenome of the patients with SLE. Microbiome-metabolome association analysis identified positive dosage correlation of acylcarnitine with Streptococcus intermedius, an SLE-associated taxon. CONCLUSION: Our MWAS followed by integrative analysis revealed SLE-associated changes in the gut microbiome and its interaction with the host, which contribute to our understanding of the relationship between the microbiome and SLE. |
format | Online Article Text |
id | pubmed-8600607 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-86006072021-12-02 Metagenome-wide association study revealed disease-specific landscape of the gut microbiome of systemic lupus erythematosus in Japanese Tomofuji, Yoshihiko Maeda, Yuichi Oguro-Igashira, Eri Kishikawa, Toshihiro Yamamoto, Kenichi Sonehara, Kyuto Motooka, Daisuke Matsumoto, Yuki Matsuoka, Hidetoshi Yoshimura, Maiko Yagita, Mayu Nii, Takuro Ohshima, Shiro Nakamura, Shota Inohara, Hidenori Takeda, Kiyoshi Kumanogoh, Atsushi Okada, Yukinori Ann Rheum Dis Systemic Lupus Erythematosus OBJECTIVE: Alteration of the gut microbiome has been linked to the pathogenesis of systemic lupus erythematosus (SLE). However, a comprehensive view of the gut microbiome in SLE and its interaction with the host remains to be revealed. This study aimed to reveal SLE-associated changes in the gut microbiome and its interaction with the host by a comprehensive metagenome-wide association study (MWAS) followed by integrative analysis. METHODS: We performed a MWAS of SLE based on shotgun sequencing of the gut microbial DNA from Japanese individuals (N (case)=47, N (control)=203). We integrated the result of the MWAS with the genome-wide association study (GWAS) data and plasma metabolite data. RESULTS: Via species level phylogenetic analysis, we identified and validated increases of Streptococcus intermedius and Streptococcus anginosus in the patients with SLE. Microbial gene analysis revealed increases of Streptococcus-derived genes including one involved in redox reaction. Additionally, microbial pathways related to sulfur metabolism and flagella assembly were altered in the patients with SLE. We identified an overlap in the enriched biological pathways between the metagenome and the germline genome by comparing the result of the MWAS and the GWAS of SLE (ie, MWAS-GWAS interaction). α-diversity and β-diversity analyses provided evidence of dysbiosis in the metagenome of the patients with SLE. Microbiome-metabolome association analysis identified positive dosage correlation of acylcarnitine with Streptococcus intermedius, an SLE-associated taxon. CONCLUSION: Our MWAS followed by integrative analysis revealed SLE-associated changes in the gut microbiome and its interaction with the host, which contribute to our understanding of the relationship between the microbiome and SLE. BMJ Publishing Group 2021-12 2021-08-23 /pmc/articles/PMC8600607/ /pubmed/34426398 http://dx.doi.org/10.1136/annrheumdis-2021-220687 Text en © Author(s) (or their employer(s)) 2021. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Systemic Lupus Erythematosus Tomofuji, Yoshihiko Maeda, Yuichi Oguro-Igashira, Eri Kishikawa, Toshihiro Yamamoto, Kenichi Sonehara, Kyuto Motooka, Daisuke Matsumoto, Yuki Matsuoka, Hidetoshi Yoshimura, Maiko Yagita, Mayu Nii, Takuro Ohshima, Shiro Nakamura, Shota Inohara, Hidenori Takeda, Kiyoshi Kumanogoh, Atsushi Okada, Yukinori Metagenome-wide association study revealed disease-specific landscape of the gut microbiome of systemic lupus erythematosus in Japanese |
title | Metagenome-wide association study revealed disease-specific landscape of the gut microbiome of systemic lupus erythematosus in Japanese |
title_full | Metagenome-wide association study revealed disease-specific landscape of the gut microbiome of systemic lupus erythematosus in Japanese |
title_fullStr | Metagenome-wide association study revealed disease-specific landscape of the gut microbiome of systemic lupus erythematosus in Japanese |
title_full_unstemmed | Metagenome-wide association study revealed disease-specific landscape of the gut microbiome of systemic lupus erythematosus in Japanese |
title_short | Metagenome-wide association study revealed disease-specific landscape of the gut microbiome of systemic lupus erythematosus in Japanese |
title_sort | metagenome-wide association study revealed disease-specific landscape of the gut microbiome of systemic lupus erythematosus in japanese |
topic | Systemic Lupus Erythematosus |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8600607/ https://www.ncbi.nlm.nih.gov/pubmed/34426398 http://dx.doi.org/10.1136/annrheumdis-2021-220687 |
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