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Metagenomic-based characterization of the gut virome in patients with polycystic ovary syndrome

BACKGROUND: Polycystic ovary syndrome (PCOS) is a complex disease that afflicts women of reproductive age, and its pathological mechanism has not been well explained. The gut microbiota is believed to be closely related to the development of PCOS. Although an important component of the gut microbiom...

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Autores principales: Huang, Liansha, Wu, Xiaoling, Guo, Shumin, Lv, Ying, Zhou, Peng, Huang, Guangrong, Duan, Zuzhen, Sun, Wen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9424824/
https://www.ncbi.nlm.nih.gov/pubmed/36051758
http://dx.doi.org/10.3389/fmicb.2022.951782
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author Huang, Liansha
Wu, Xiaoling
Guo, Shumin
Lv, Ying
Zhou, Peng
Huang, Guangrong
Duan, Zuzhen
Sun, Wen
author_facet Huang, Liansha
Wu, Xiaoling
Guo, Shumin
Lv, Ying
Zhou, Peng
Huang, Guangrong
Duan, Zuzhen
Sun, Wen
author_sort Huang, Liansha
collection PubMed
description BACKGROUND: Polycystic ovary syndrome (PCOS) is a complex disease that afflicts women of reproductive age, and its pathological mechanism has not been well explained. The gut microbiota is believed to be closely related to the development of PCOS. Although an important component of the gut microbiome, the role of the gut virome in the development of PCOS is still unclear. METHODS: In this study, we profiled and compared the gut viral community of 50 patients with PCOS and 43 healthy women based on the analysis of their fecal whole-metagenome dataset. RESULTS: The gut virome of PCOS patients exhibited a significant decrease in within-sample viral diversity and a remarkable alteration of the overall virome composition compared with that of healthy controls. At the family level, Siphoviridae was significantly depleted in the gut virome of patients, while Quimbyviridae was enriched. We identified 1,089 viral operational taxonomic units (vOTUs) that differed in relative abundance between the two groups, of which 455 vOTUs were enriched in PCOS patients (including numerous Bacteroidaceae phages) and 634 were enriched in controls (including numerous viruses predicted to infect Oscillospiraceae, Prevotellaceae, and Ruminococcaceae). Functional comparison of the PCOS-enriched and control-enriched vOTUs uncovered the viral functional signatures associated with PCOS. Furthermore, we demonstrated gut viral signatures for disease discrimination and achieved an area under the receiver operator characteristic curve (AUC) of 0.938, demonstrating the potential of the gut virome in the prediction of PCOS. CONCLUSION: Our findings reveal specific alterations in viral diversity and taxonomic and functional compositions of the gut virome of PCOS patients. Further studies on the etiology of PCOS and the gut viral community will offer new prospects for treating and preventing PCOS and its related diseases.
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spelling pubmed-94248242022-08-31 Metagenomic-based characterization of the gut virome in patients with polycystic ovary syndrome Huang, Liansha Wu, Xiaoling Guo, Shumin Lv, Ying Zhou, Peng Huang, Guangrong Duan, Zuzhen Sun, Wen Front Microbiol Microbiology BACKGROUND: Polycystic ovary syndrome (PCOS) is a complex disease that afflicts women of reproductive age, and its pathological mechanism has not been well explained. The gut microbiota is believed to be closely related to the development of PCOS. Although an important component of the gut microbiome, the role of the gut virome in the development of PCOS is still unclear. METHODS: In this study, we profiled and compared the gut viral community of 50 patients with PCOS and 43 healthy women based on the analysis of their fecal whole-metagenome dataset. RESULTS: The gut virome of PCOS patients exhibited a significant decrease in within-sample viral diversity and a remarkable alteration of the overall virome composition compared with that of healthy controls. At the family level, Siphoviridae was significantly depleted in the gut virome of patients, while Quimbyviridae was enriched. We identified 1,089 viral operational taxonomic units (vOTUs) that differed in relative abundance between the two groups, of which 455 vOTUs were enriched in PCOS patients (including numerous Bacteroidaceae phages) and 634 were enriched in controls (including numerous viruses predicted to infect Oscillospiraceae, Prevotellaceae, and Ruminococcaceae). Functional comparison of the PCOS-enriched and control-enriched vOTUs uncovered the viral functional signatures associated with PCOS. Furthermore, we demonstrated gut viral signatures for disease discrimination and achieved an area under the receiver operator characteristic curve (AUC) of 0.938, demonstrating the potential of the gut virome in the prediction of PCOS. CONCLUSION: Our findings reveal specific alterations in viral diversity and taxonomic and functional compositions of the gut virome of PCOS patients. Further studies on the etiology of PCOS and the gut viral community will offer new prospects for treating and preventing PCOS and its related diseases. Frontiers Media S.A. 2022-08-16 /pmc/articles/PMC9424824/ /pubmed/36051758 http://dx.doi.org/10.3389/fmicb.2022.951782 Text en Copyright © 2022 Huang, Wu, Guo, Lv, Zhou, Huang, Duan and Sun. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Microbiology
Huang, Liansha
Wu, Xiaoling
Guo, Shumin
Lv, Ying
Zhou, Peng
Huang, Guangrong
Duan, Zuzhen
Sun, Wen
Metagenomic-based characterization of the gut virome in patients with polycystic ovary syndrome
title Metagenomic-based characterization of the gut virome in patients with polycystic ovary syndrome
title_full Metagenomic-based characterization of the gut virome in patients with polycystic ovary syndrome
title_fullStr Metagenomic-based characterization of the gut virome in patients with polycystic ovary syndrome
title_full_unstemmed Metagenomic-based characterization of the gut virome in patients with polycystic ovary syndrome
title_short Metagenomic-based characterization of the gut virome in patients with polycystic ovary syndrome
title_sort metagenomic-based characterization of the gut virome in patients with polycystic ovary syndrome
topic Microbiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9424824/
https://www.ncbi.nlm.nih.gov/pubmed/36051758
http://dx.doi.org/10.3389/fmicb.2022.951782
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