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Sex-dependent gut microbiota-brain-cognition associations: a multimodal MRI study

BACKGROUND: There is bidirectional communication between the gut microbiota and the brain. Empirical evidence has demonstrated sex differences in both the gut microbiome and the brain. However, the effects of sex on the gut microbiota-brain associations have yet to be determined. We aim to elucidate...

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Autores principales: Zhang, Shujun, Cai, Huanhuan, Wang, Chunli, Zhu, Jiajia, Yu, Yongqiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10134644/
https://www.ncbi.nlm.nih.gov/pubmed/37106317
http://dx.doi.org/10.1186/s12883-023-03217-3
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author Zhang, Shujun
Cai, Huanhuan
Wang, Chunli
Zhu, Jiajia
Yu, Yongqiang
author_facet Zhang, Shujun
Cai, Huanhuan
Wang, Chunli
Zhu, Jiajia
Yu, Yongqiang
author_sort Zhang, Shujun
collection PubMed
description BACKGROUND: There is bidirectional communication between the gut microbiota and the brain. Empirical evidence has demonstrated sex differences in both the gut microbiome and the brain. However, the effects of sex on the gut microbiota-brain associations have yet to be determined. We aim to elucidate the sex-specific effects of gut microbiota on brain and cognition. METHODS: One hundred fifty-seven healthy young adults underwent brain structural, perfusion, functional and diffusion MRIs to measure gray matter volume (GMV), cerebral blood flow (CBF), functional connectivity strength (FCS) and white matter integrity, respectively. Fecal samples were collected and 16S amplicon sequencing was utilized to assess gut microbial diversity. Correlation analyses were conducted to test for sex-dependent associations between microbial diversity and brain imaging parameters, and mediation analysis was performed to further characterize the gut microbiota-brain-cognition relationship. RESULTS: We found that higher gut microbial diversity was associated with higher GMV in the right cerebellum VI, higher CBF in the bilateral calcarine sulcus yet lower CBF in the left superior frontal gyrus, higher FCS in the bilateral paracentral lobule, and lower diffusivity in widespread white matter regions in males. However, these associations were absent in females. Of more importance, these neuroimaging biomarkers significantly mediated the association between gut microbial diversity and behavioral inhibition in males. CONCLUSIONS: These findings highlight sex as a potential influential factor underlying the gut microbiota-brain-cognition relationship, and expose the gut microbiota as a biomarker-driven and sex-sensitive intervention target for mental disorders with abnormal behavioral inhibition. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12883-023-03217-3.
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spelling pubmed-101346442023-04-28 Sex-dependent gut microbiota-brain-cognition associations: a multimodal MRI study Zhang, Shujun Cai, Huanhuan Wang, Chunli Zhu, Jiajia Yu, Yongqiang BMC Neurol Research BACKGROUND: There is bidirectional communication between the gut microbiota and the brain. Empirical evidence has demonstrated sex differences in both the gut microbiome and the brain. However, the effects of sex on the gut microbiota-brain associations have yet to be determined. We aim to elucidate the sex-specific effects of gut microbiota on brain and cognition. METHODS: One hundred fifty-seven healthy young adults underwent brain structural, perfusion, functional and diffusion MRIs to measure gray matter volume (GMV), cerebral blood flow (CBF), functional connectivity strength (FCS) and white matter integrity, respectively. Fecal samples were collected and 16S amplicon sequencing was utilized to assess gut microbial diversity. Correlation analyses were conducted to test for sex-dependent associations between microbial diversity and brain imaging parameters, and mediation analysis was performed to further characterize the gut microbiota-brain-cognition relationship. RESULTS: We found that higher gut microbial diversity was associated with higher GMV in the right cerebellum VI, higher CBF in the bilateral calcarine sulcus yet lower CBF in the left superior frontal gyrus, higher FCS in the bilateral paracentral lobule, and lower diffusivity in widespread white matter regions in males. However, these associations were absent in females. Of more importance, these neuroimaging biomarkers significantly mediated the association between gut microbial diversity and behavioral inhibition in males. CONCLUSIONS: These findings highlight sex as a potential influential factor underlying the gut microbiota-brain-cognition relationship, and expose the gut microbiota as a biomarker-driven and sex-sensitive intervention target for mental disorders with abnormal behavioral inhibition. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12883-023-03217-3. BioMed Central 2023-04-27 /pmc/articles/PMC10134644/ /pubmed/37106317 http://dx.doi.org/10.1186/s12883-023-03217-3 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
Zhang, Shujun
Cai, Huanhuan
Wang, Chunli
Zhu, Jiajia
Yu, Yongqiang
Sex-dependent gut microbiota-brain-cognition associations: a multimodal MRI study
title Sex-dependent gut microbiota-brain-cognition associations: a multimodal MRI study
title_full Sex-dependent gut microbiota-brain-cognition associations: a multimodal MRI study
title_fullStr Sex-dependent gut microbiota-brain-cognition associations: a multimodal MRI study
title_full_unstemmed Sex-dependent gut microbiota-brain-cognition associations: a multimodal MRI study
title_short Sex-dependent gut microbiota-brain-cognition associations: a multimodal MRI study
title_sort sex-dependent gut microbiota-brain-cognition associations: a multimodal mri study
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10134644/
https://www.ncbi.nlm.nih.gov/pubmed/37106317
http://dx.doi.org/10.1186/s12883-023-03217-3
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