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Large‐scale functional network connectivity mediate the associations of gut microbiota with sleep quality and executive functions

Network neuroscience has broadly conceptualized the functions of the brain as complex communication within and between large‐scale neural networks. Nevertheless, whether and how the gut microbiota influence functional network connectivity that in turn impact human behaviors has yet to be determined....

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Autores principales: Cai, Huanhuan, Wang, Chunli, Qian, Yinfeng, Zhang, Shujun, Zhang, Cun, Zhao, Wenming, Zhang, Tingting, Zhang, Biao, Chen, Jingyao, Liu, Siyu, Zhu, Jiajia, Yu, Yongqiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8193524/
https://www.ncbi.nlm.nih.gov/pubmed/33739571
http://dx.doi.org/10.1002/hbm.25419
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author Cai, Huanhuan
Wang, Chunli
Qian, Yinfeng
Zhang, Shujun
Zhang, Cun
Zhao, Wenming
Zhang, Tingting
Zhang, Biao
Chen, Jingyao
Liu, Siyu
Zhu, Jiajia
Yu, Yongqiang
author_facet Cai, Huanhuan
Wang, Chunli
Qian, Yinfeng
Zhang, Shujun
Zhang, Cun
Zhao, Wenming
Zhang, Tingting
Zhang, Biao
Chen, Jingyao
Liu, Siyu
Zhu, Jiajia
Yu, Yongqiang
author_sort Cai, Huanhuan
collection PubMed
description Network neuroscience has broadly conceptualized the functions of the brain as complex communication within and between large‐scale neural networks. Nevertheless, whether and how the gut microbiota influence functional network connectivity that in turn impact human behaviors has yet to be determined. We collected fecal samples from 157 healthy young adults and used 16S sequencing to assess gut microbial diversity and enterotypes. Large‐scale inter‐ and intranetwork functional connectivity was measured using a combination of resting‐state functional MRI data and independent component analysis. Sleep quality and core executive functions were also evaluated. Then, we tested for potential associations between gut microbiota, functional network connectivity and behaviors. We found significant associations of gut microbial diversity with internetwork functional connectivity between the executive control, default mode and sensorimotor systems, and intranetwork connectivity of the executive control system. Moreover, some internetwork functional connectivity mediated the relations of microbial diversity with sleep quality, working memory, and attention. In addition, there was a significant effect of enterotypes on intranetwork connectivity of the executive control system, which could mediate the link between enterotypes and executive function. Our findings not only may expand existing biological knowledge of the gut microbiota‐brain‐behavior relationships from the perspective of large‐scale functional network organization, but also may ultimately inform a translational conceptualization of how to improve sleep quality and executive functions through the regulation of gut microbiota.
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spelling pubmed-81935242021-06-15 Large‐scale functional network connectivity mediate the associations of gut microbiota with sleep quality and executive functions Cai, Huanhuan Wang, Chunli Qian, Yinfeng Zhang, Shujun Zhang, Cun Zhao, Wenming Zhang, Tingting Zhang, Biao Chen, Jingyao Liu, Siyu Zhu, Jiajia Yu, Yongqiang Hum Brain Mapp Research Articles Network neuroscience has broadly conceptualized the functions of the brain as complex communication within and between large‐scale neural networks. Nevertheless, whether and how the gut microbiota influence functional network connectivity that in turn impact human behaviors has yet to be determined. We collected fecal samples from 157 healthy young adults and used 16S sequencing to assess gut microbial diversity and enterotypes. Large‐scale inter‐ and intranetwork functional connectivity was measured using a combination of resting‐state functional MRI data and independent component analysis. Sleep quality and core executive functions were also evaluated. Then, we tested for potential associations between gut microbiota, functional network connectivity and behaviors. We found significant associations of gut microbial diversity with internetwork functional connectivity between the executive control, default mode and sensorimotor systems, and intranetwork connectivity of the executive control system. Moreover, some internetwork functional connectivity mediated the relations of microbial diversity with sleep quality, working memory, and attention. In addition, there was a significant effect of enterotypes on intranetwork connectivity of the executive control system, which could mediate the link between enterotypes and executive function. Our findings not only may expand existing biological knowledge of the gut microbiota‐brain‐behavior relationships from the perspective of large‐scale functional network organization, but also may ultimately inform a translational conceptualization of how to improve sleep quality and executive functions through the regulation of gut microbiota. John Wiley & Sons, Inc. 2021-03-19 /pmc/articles/PMC8193524/ /pubmed/33739571 http://dx.doi.org/10.1002/hbm.25419 Text en © 2021 The Authors. Human Brain Mapping published by Wiley Periodicals LLC. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Articles
Cai, Huanhuan
Wang, Chunli
Qian, Yinfeng
Zhang, Shujun
Zhang, Cun
Zhao, Wenming
Zhang, Tingting
Zhang, Biao
Chen, Jingyao
Liu, Siyu
Zhu, Jiajia
Yu, Yongqiang
Large‐scale functional network connectivity mediate the associations of gut microbiota with sleep quality and executive functions
title Large‐scale functional network connectivity mediate the associations of gut microbiota with sleep quality and executive functions
title_full Large‐scale functional network connectivity mediate the associations of gut microbiota with sleep quality and executive functions
title_fullStr Large‐scale functional network connectivity mediate the associations of gut microbiota with sleep quality and executive functions
title_full_unstemmed Large‐scale functional network connectivity mediate the associations of gut microbiota with sleep quality and executive functions
title_short Large‐scale functional network connectivity mediate the associations of gut microbiota with sleep quality and executive functions
title_sort large‐scale functional network connectivity mediate the associations of gut microbiota with sleep quality and executive functions
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8193524/
https://www.ncbi.nlm.nih.gov/pubmed/33739571
http://dx.doi.org/10.1002/hbm.25419
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