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Ecological change of the gut microbiota during pregnancy and progression to dyslipidemia
The composition of the gut microbiome was previously found to be associated with clinical responses to dyslipidemia, but there is limited consensus on the dynamic change of the gut microbiota during pregnancy and the specific microbiome characteristics linked to dyslipidemia in pregnant women. We co...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10070613/ https://www.ncbi.nlm.nih.gov/pubmed/37012285 http://dx.doi.org/10.1038/s41522-023-00383-7 |
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author | Yang, Xu Zhang, Mingzhi Zhang, Yuqing Wei, Hongcheng Guan, Quanquan Dong, Chao Deng, Siting Tun, Hein Min Xia, Yankai |
author_facet | Yang, Xu Zhang, Mingzhi Zhang, Yuqing Wei, Hongcheng Guan, Quanquan Dong, Chao Deng, Siting Tun, Hein Min Xia, Yankai |
author_sort | Yang, Xu |
collection | PubMed |
description | The composition of the gut microbiome was previously found to be associated with clinical responses to dyslipidemia, but there is limited consensus on the dynamic change of the gut microbiota during pregnancy and the specific microbiome characteristics linked to dyslipidemia in pregnant women. We collected fecal samples from 513 pregnant women at multiple time points during pregnancy in a prospective cohort. Taxonomic composition and functional annotations were determined by 16S rRNA amplicon sequencing and shotgun metagenomic sequencing. The predictive potential of gut microbiota on the risk of dyslipidemia was determined. The gut microbiome underwent dynamic changes during pregnancy, with significantly lower alpha diversity observed in dyslipidemic patients compared to their healthy counterparts. Several genera, including Bacteroides, Paraprevotella, Alistipes, Christensenellaceae R7 group, Clostridia UCG-014, and UCG-002 were negatively associated with lipid profiles and dyslipidemia. Further metagenomic analysis recognized a common set of pathways involved in gastrointestinal inflammation, where disease-specific microbes played an important role. Machine learning analysis confirmed the link between the microbiome and its progression to dyslipidemia, with a micro-averaged AUC of 0.824 (95% CI: 0.782-0.855) combined with blood biochemical data. Overall, the human gut microbiome, including Alistipes and Bacteroides, was associated with the lipid profile and maternal dyslipidemia during pregnancy by perturbing inflammatory functional pathways. Gut microbiota combined with blood biochemical data at the mid-pregnancy stage could predict the risk of dyslipidemia in late pregnancy. Therefore, the gut microbiota may represent a potential noninvasive diagnostic and therapeutic strategy for preventing dyslipidemia in pregnancy. |
format | Online Article Text |
id | pubmed-10070613 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-100706132023-04-05 Ecological change of the gut microbiota during pregnancy and progression to dyslipidemia Yang, Xu Zhang, Mingzhi Zhang, Yuqing Wei, Hongcheng Guan, Quanquan Dong, Chao Deng, Siting Tun, Hein Min Xia, Yankai NPJ Biofilms Microbiomes Article The composition of the gut microbiome was previously found to be associated with clinical responses to dyslipidemia, but there is limited consensus on the dynamic change of the gut microbiota during pregnancy and the specific microbiome characteristics linked to dyslipidemia in pregnant women. We collected fecal samples from 513 pregnant women at multiple time points during pregnancy in a prospective cohort. Taxonomic composition and functional annotations were determined by 16S rRNA amplicon sequencing and shotgun metagenomic sequencing. The predictive potential of gut microbiota on the risk of dyslipidemia was determined. The gut microbiome underwent dynamic changes during pregnancy, with significantly lower alpha diversity observed in dyslipidemic patients compared to their healthy counterparts. Several genera, including Bacteroides, Paraprevotella, Alistipes, Christensenellaceae R7 group, Clostridia UCG-014, and UCG-002 were negatively associated with lipid profiles and dyslipidemia. Further metagenomic analysis recognized a common set of pathways involved in gastrointestinal inflammation, where disease-specific microbes played an important role. Machine learning analysis confirmed the link between the microbiome and its progression to dyslipidemia, with a micro-averaged AUC of 0.824 (95% CI: 0.782-0.855) combined with blood biochemical data. Overall, the human gut microbiome, including Alistipes and Bacteroides, was associated with the lipid profile and maternal dyslipidemia during pregnancy by perturbing inflammatory functional pathways. Gut microbiota combined with blood biochemical data at the mid-pregnancy stage could predict the risk of dyslipidemia in late pregnancy. Therefore, the gut microbiota may represent a potential noninvasive diagnostic and therapeutic strategy for preventing dyslipidemia in pregnancy. Nature Publishing Group UK 2023-04-03 /pmc/articles/PMC10070613/ /pubmed/37012285 http://dx.doi.org/10.1038/s41522-023-00383-7 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Yang, Xu Zhang, Mingzhi Zhang, Yuqing Wei, Hongcheng Guan, Quanquan Dong, Chao Deng, Siting Tun, Hein Min Xia, Yankai Ecological change of the gut microbiota during pregnancy and progression to dyslipidemia |
title | Ecological change of the gut microbiota during pregnancy and progression to dyslipidemia |
title_full | Ecological change of the gut microbiota during pregnancy and progression to dyslipidemia |
title_fullStr | Ecological change of the gut microbiota during pregnancy and progression to dyslipidemia |
title_full_unstemmed | Ecological change of the gut microbiota during pregnancy and progression to dyslipidemia |
title_short | Ecological change of the gut microbiota during pregnancy and progression to dyslipidemia |
title_sort | ecological change of the gut microbiota during pregnancy and progression to dyslipidemia |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10070613/ https://www.ncbi.nlm.nih.gov/pubmed/37012285 http://dx.doi.org/10.1038/s41522-023-00383-7 |
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