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Alterations in the human oral microbiota in systemic lupus erythematosus
BACKGROUND: Alterations in oral microbiota in patients with systemic lupus erythematosus (SLE) is less evaluated. The aim of this study was to compare the characteristics of the oral microbiome in SLE patients and healthy controls, and construct an SLE classifier based on the oral microbiota. METHOD...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9905765/ https://www.ncbi.nlm.nih.gov/pubmed/36755319 http://dx.doi.org/10.1186/s12967-023-03892-3 |
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author | Guo, Jinyan Cui, Guangying Huang, Wei Zheng, Zhaohui Li, Tianfang Gao, Guanmin Huang, Zhen Zhan, Yuwei Ding, Suying Liu, Shengyun Yu, Zujiang Ren, Zhigang |
author_facet | Guo, Jinyan Cui, Guangying Huang, Wei Zheng, Zhaohui Li, Tianfang Gao, Guanmin Huang, Zhen Zhan, Yuwei Ding, Suying Liu, Shengyun Yu, Zujiang Ren, Zhigang |
author_sort | Guo, Jinyan |
collection | PubMed |
description | BACKGROUND: Alterations in oral microbiota in patients with systemic lupus erythematosus (SLE) is less evaluated. The aim of this study was to compare the characteristics of the oral microbiome in SLE patients and healthy controls, and construct an SLE classifier based on the oral microbiota. METHODS: We sequenced tongue-coating samples of individuals in treatment-naïve SLE (n = 182) and matched healthy controls (n = 280). We characterized the oral microbiome and constructed a microbial classifier in the derivation cohort and validated the results in the validation cohorts. Furthermore, the oral microbiome of posttreatment SLE (n = 73) was characterized. RESULTS: The oral microbial diversity of SLE was increased, and the microbial community was different between SLE and healthy controls. The genera Prevotella and Veillonella were enriched, while Streptococcus and Porphyromonas were reduced in SLE. In addition, an increase was noted in 27 predicted microbial functions, while a decrease was noted in 34 other functions. Thirty-nine operational taxonomy units (OTUs) were identified to be related with seven clinical indicators. Two OTUs were identified to construct a classifier, which yielded area under the curve values of 0.9166 (95% CI 0.8848–0.9483, p < 0.0001), 0.8422 (95% CI 0.7687–0.9157, p < 0.0001), and 0.8406 (95% CI 0.7677–0.9135, p < 0.0001) in the derivation, validation, and cross-regional validation groups, respectively. Moreover, as disease activity increased, Abiotrophia and Lactobacillales increased, while Phyllobacterium and unclassified Micrococcusaceae decreased. Finally, nine OTUs were selected to construct a classifier distinguishing posttreatment SLE patients from healthy controls, which achieved a diagnostic efficacy of 0.9942 (95% CI 0.9884–1, p < 0.0001). CONCLUSIONS: Our study comprehensively characterizes the oral microbiome of SLE and shows the potential of the oral microbiota as a non-invasive diagnostic biomarker in SLE. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12967-023-03892-3. |
format | Online Article Text |
id | pubmed-9905765 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-99057652023-02-08 Alterations in the human oral microbiota in systemic lupus erythematosus Guo, Jinyan Cui, Guangying Huang, Wei Zheng, Zhaohui Li, Tianfang Gao, Guanmin Huang, Zhen Zhan, Yuwei Ding, Suying Liu, Shengyun Yu, Zujiang Ren, Zhigang J Transl Med Research BACKGROUND: Alterations in oral microbiota in patients with systemic lupus erythematosus (SLE) is less evaluated. The aim of this study was to compare the characteristics of the oral microbiome in SLE patients and healthy controls, and construct an SLE classifier based on the oral microbiota. METHODS: We sequenced tongue-coating samples of individuals in treatment-naïve SLE (n = 182) and matched healthy controls (n = 280). We characterized the oral microbiome and constructed a microbial classifier in the derivation cohort and validated the results in the validation cohorts. Furthermore, the oral microbiome of posttreatment SLE (n = 73) was characterized. RESULTS: The oral microbial diversity of SLE was increased, and the microbial community was different between SLE and healthy controls. The genera Prevotella and Veillonella were enriched, while Streptococcus and Porphyromonas were reduced in SLE. In addition, an increase was noted in 27 predicted microbial functions, while a decrease was noted in 34 other functions. Thirty-nine operational taxonomy units (OTUs) were identified to be related with seven clinical indicators. Two OTUs were identified to construct a classifier, which yielded area under the curve values of 0.9166 (95% CI 0.8848–0.9483, p < 0.0001), 0.8422 (95% CI 0.7687–0.9157, p < 0.0001), and 0.8406 (95% CI 0.7677–0.9135, p < 0.0001) in the derivation, validation, and cross-regional validation groups, respectively. Moreover, as disease activity increased, Abiotrophia and Lactobacillales increased, while Phyllobacterium and unclassified Micrococcusaceae decreased. Finally, nine OTUs were selected to construct a classifier distinguishing posttreatment SLE patients from healthy controls, which achieved a diagnostic efficacy of 0.9942 (95% CI 0.9884–1, p < 0.0001). CONCLUSIONS: Our study comprehensively characterizes the oral microbiome of SLE and shows the potential of the oral microbiota as a non-invasive diagnostic biomarker in SLE. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12967-023-03892-3. BioMed Central 2023-02-08 /pmc/articles/PMC9905765/ /pubmed/36755319 http://dx.doi.org/10.1186/s12967-023-03892-3 Text en © The Author(s) 2023 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 Guo, Jinyan Cui, Guangying Huang, Wei Zheng, Zhaohui Li, Tianfang Gao, Guanmin Huang, Zhen Zhan, Yuwei Ding, Suying Liu, Shengyun Yu, Zujiang Ren, Zhigang Alterations in the human oral microbiota in systemic lupus erythematosus |
title | Alterations in the human oral microbiota in systemic lupus erythematosus |
title_full | Alterations in the human oral microbiota in systemic lupus erythematosus |
title_fullStr | Alterations in the human oral microbiota in systemic lupus erythematosus |
title_full_unstemmed | Alterations in the human oral microbiota in systemic lupus erythematosus |
title_short | Alterations in the human oral microbiota in systemic lupus erythematosus |
title_sort | alterations in the human oral microbiota in systemic lupus erythematosus |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9905765/ https://www.ncbi.nlm.nih.gov/pubmed/36755319 http://dx.doi.org/10.1186/s12967-023-03892-3 |
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