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Gut microbiome, cognitive function and brain structure: a multi-omics integration analysis
BACKGROUND: Microbiome-gut-brain axis may be involved in the progression of age-related cognitive impairment and relevant brain structure changes, but evidence from large human cohorts is lacking. This study was aimed to investigate the associations of gut microbiome with cognitive impairment and br...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9661756/ https://www.ncbi.nlm.nih.gov/pubmed/36376937 http://dx.doi.org/10.1186/s40035-022-00323-z |
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author | Liang, Xinxiu Fu, Yuanqing Cao, Wen-ting Wang, Zhihong Zhang, Ke Jiang, Zengliang Jia, Xiaofang Liu, Chun-ying Lin, Hong-rou Zhong, Haili Miao, Zelei Gou, Wanglong Shuai, Menglei Huang, Yujing Chen, Shengdi Zhang, Bing Chen, Yu-ming Zheng, Ju-Sheng |
author_facet | Liang, Xinxiu Fu, Yuanqing Cao, Wen-ting Wang, Zhihong Zhang, Ke Jiang, Zengliang Jia, Xiaofang Liu, Chun-ying Lin, Hong-rou Zhong, Haili Miao, Zelei Gou, Wanglong Shuai, Menglei Huang, Yujing Chen, Shengdi Zhang, Bing Chen, Yu-ming Zheng, Ju-Sheng |
author_sort | Liang, Xinxiu |
collection | PubMed |
description | BACKGROUND: Microbiome-gut-brain axis may be involved in the progression of age-related cognitive impairment and relevant brain structure changes, but evidence from large human cohorts is lacking. This study was aimed to investigate the associations of gut microbiome with cognitive impairment and brain structure based on multi-omics from three independent populations. METHODS: We included 1430 participants from the Guangzhou Nutrition and Health Study (GNHS) with both gut microbiome and cognitive assessment data available as a discovery cohort, of whom 272 individuals provided fecal samples twice before cognitive assessment. We selected 208 individuals with baseline microbiome data for brain magnetic resonance imaging during the follow-up visit. Fecal 16S rRNA and shotgun metagenomic sequencing, targeted serum metabolomics, and cytokine measurements were performed in the GNHS. The validation analyses were conducted in an Alzheimer’s disease case–control study (replication study 1, n = 90) and another community-based cohort (replication study 2, n = 1300) with cross-sectional dataset. RESULTS: We found protective associations of specific gut microbial genera (Odoribacter, Butyricimonas, and Bacteroides) with cognitive impairment in both the discovery cohort and the replication study 1. Result of Bacteroides was further validated in the replication study 2. Odoribacter was positively associated with hippocampal volume (β, 0.16; 95% CI 0.06–0.26, P = 0.002), which might be mediated by acetic acids. Increased intra-individual alterations in gut microbial composition were found in participants with cognitive impairment. We also identified several serum metabolites and inflammation-associated metagenomic species and pathways linked to impaired cognition. CONCLUSIONS: Our findings reveal that specific gut microbial features are closely associated with cognitive impairment and decreased hippocampal volume, which may play an important role in dementia development. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40035-022-00323-z. |
format | Online Article Text |
id | pubmed-9661756 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-96617562022-11-15 Gut microbiome, cognitive function and brain structure: a multi-omics integration analysis Liang, Xinxiu Fu, Yuanqing Cao, Wen-ting Wang, Zhihong Zhang, Ke Jiang, Zengliang Jia, Xiaofang Liu, Chun-ying Lin, Hong-rou Zhong, Haili Miao, Zelei Gou, Wanglong Shuai, Menglei Huang, Yujing Chen, Shengdi Zhang, Bing Chen, Yu-ming Zheng, Ju-Sheng Transl Neurodegener Research BACKGROUND: Microbiome-gut-brain axis may be involved in the progression of age-related cognitive impairment and relevant brain structure changes, but evidence from large human cohorts is lacking. This study was aimed to investigate the associations of gut microbiome with cognitive impairment and brain structure based on multi-omics from three independent populations. METHODS: We included 1430 participants from the Guangzhou Nutrition and Health Study (GNHS) with both gut microbiome and cognitive assessment data available as a discovery cohort, of whom 272 individuals provided fecal samples twice before cognitive assessment. We selected 208 individuals with baseline microbiome data for brain magnetic resonance imaging during the follow-up visit. Fecal 16S rRNA and shotgun metagenomic sequencing, targeted serum metabolomics, and cytokine measurements were performed in the GNHS. The validation analyses were conducted in an Alzheimer’s disease case–control study (replication study 1, n = 90) and another community-based cohort (replication study 2, n = 1300) with cross-sectional dataset. RESULTS: We found protective associations of specific gut microbial genera (Odoribacter, Butyricimonas, and Bacteroides) with cognitive impairment in both the discovery cohort and the replication study 1. Result of Bacteroides was further validated in the replication study 2. Odoribacter was positively associated with hippocampal volume (β, 0.16; 95% CI 0.06–0.26, P = 0.002), which might be mediated by acetic acids. Increased intra-individual alterations in gut microbial composition were found in participants with cognitive impairment. We also identified several serum metabolites and inflammation-associated metagenomic species and pathways linked to impaired cognition. CONCLUSIONS: Our findings reveal that specific gut microbial features are closely associated with cognitive impairment and decreased hippocampal volume, which may play an important role in dementia development. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40035-022-00323-z. BioMed Central 2022-11-14 /pmc/articles/PMC9661756/ /pubmed/36376937 http://dx.doi.org/10.1186/s40035-022-00323-z Text en © The Author(s) 2022 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 Liang, Xinxiu Fu, Yuanqing Cao, Wen-ting Wang, Zhihong Zhang, Ke Jiang, Zengliang Jia, Xiaofang Liu, Chun-ying Lin, Hong-rou Zhong, Haili Miao, Zelei Gou, Wanglong Shuai, Menglei Huang, Yujing Chen, Shengdi Zhang, Bing Chen, Yu-ming Zheng, Ju-Sheng Gut microbiome, cognitive function and brain structure: a multi-omics integration analysis |
title | Gut microbiome, cognitive function and brain structure: a multi-omics integration analysis |
title_full | Gut microbiome, cognitive function and brain structure: a multi-omics integration analysis |
title_fullStr | Gut microbiome, cognitive function and brain structure: a multi-omics integration analysis |
title_full_unstemmed | Gut microbiome, cognitive function and brain structure: a multi-omics integration analysis |
title_short | Gut microbiome, cognitive function and brain structure: a multi-omics integration analysis |
title_sort | gut microbiome, cognitive function and brain structure: a multi-omics integration analysis |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9661756/ https://www.ncbi.nlm.nih.gov/pubmed/36376937 http://dx.doi.org/10.1186/s40035-022-00323-z |
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