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The gut microbiome is associated with brain structure and function in schizophrenia
The effect of the gut microbiome on the central nervous system and its possible role in mental disorders have received increasing attention. However, knowledge about the relationship between the gut microbiome and brain structure and function is still very limited. Here, we used 16S rRNA sequencing...
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Published in: | Scientific reports 2021-05, Vol.11 (1), p.9743-9743, Article 9743 |
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creator | Li, Shijia Song, Jie Ke, Pengfei Kong, Lingyin Lei, Bingye Zhou, Jing Huang, Yuanyuan Li, Hehua Li, Guixiang Chen, Jun Li, Xiaobo Xiang, Zhiming Ning, Yuping Wu, Fengchun Wu, Kai |
description | The effect of the gut microbiome on the central nervous system and its possible role in mental disorders have received increasing attention. However, knowledge about the relationship between the gut microbiome and brain structure and function is still very limited. Here, we used 16S rRNA sequencing with structural magnetic resonance imaging (sMRI) and resting-state functional (rs-fMRI) to investigate differences in fecal microbiota between 38 patients with schizophrenia (SZ) and 38 demographically matched normal controls (NCs) and explored whether such differences were associated with brain structure and function. At the genus level, we found that the relative abundance of
Ruminococcus
and
Roseburia
was significantly lower, whereas the abundance of
Veillonella
was significantly higher in SZ patients than in NCs. Additionally, the analysis of MRI data revealed that several brain regions showed significantly lower gray matter volume (GMV) and regional homogeneity (ReHo) but significantly higher amplitude of low-frequency fluctuation in SZ patients than in NCs. Moreover, the alpha diversity of the gut microbiota showed a strong linear relationship with the values of both GMV and ReHo. In SZ patients, the ReHo indexes in the right STC (
r
= − 0.35,
p
= 0.031, FDR corrected
p
= 0.039), the left cuneus (
r
= − 0.33,
p
= 0.044, FDR corrected
p
= 0.053) and the right MTC (
r
= − 0.34,
p
= 0.03, FDR corrected
p
= 0.052) were negatively correlated with the abundance of the genus
Roseburia
. Our results suggest that the potential role of the gut microbiome in SZ is related to alterations in brain structure and function. This study provides insights into the underlying neuropathology of SZ. |
doi_str_mv | 10.1038/s41598-021-89166-8 |
format | article |
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Ruminococcus
and
Roseburia
was significantly lower, whereas the abundance of
Veillonella
was significantly higher in SZ patients than in NCs. Additionally, the analysis of MRI data revealed that several brain regions showed significantly lower gray matter volume (GMV) and regional homogeneity (ReHo) but significantly higher amplitude of low-frequency fluctuation in SZ patients than in NCs. Moreover, the alpha diversity of the gut microbiota showed a strong linear relationship with the values of both GMV and ReHo. In SZ patients, the ReHo indexes in the right STC (
r
= − 0.35,
p
= 0.031, FDR corrected
p
= 0.039), the left cuneus (
r
= − 0.33,
p
= 0.044, FDR corrected
p
= 0.053) and the right MTC (
r
= − 0.34,
p
= 0.03, FDR corrected
p
= 0.052) were negatively correlated with the abundance of the genus
Roseburia
. Our results suggest that the potential role of the gut microbiome in SZ is related to alterations in brain structure and function. This study provides insights into the underlying neuropathology of SZ.</description><identifier>ISSN: 2045-2322</identifier><identifier>EISSN: 2045-2322</identifier><identifier>DOI: 10.1038/s41598-021-89166-8</identifier><identifier>PMID: 33963227</identifier><language>eng</language><publisher>London: Nature Publishing Group UK</publisher><subject>631/326/107 ; 631/378 ; Abundance ; Brain mapping ; Central nervous system ; Digestive system ; Fecal microflora ; Functional anatomy ; Functional magnetic resonance imaging ; Humanities and Social Sciences ; Intestinal microflora ; Mental disorders ; Microbiomes ; Microbiota ; multidisciplinary ; Neuroimaging ; Relative abundance ; Roseburia ; rRNA 16S ; Schizophrenia ; Science ; Science (multidisciplinary) ; Structure-function relationships ; Substantia grisea</subject><ispartof>Scientific reports, 2021-05, Vol.11 (1), p.9743-9743, Article 9743</ispartof><rights>The Author(s) 2021. corrected publication 2021</rights><rights>The Author(s) 2021. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>The Author(s) 2021. corrected publication 2021. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>The Author(s) 2021, corrected publication 2021</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c568t-877b95da4083c5d65fbd86b403f0fa776e47c04703e9502f6f7b247c70a142fe3</citedby><cites>FETCH-LOGICAL-c568t-877b95da4083c5d65fbd86b403f0fa776e47c04703e9502f6f7b247c70a142fe3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2522964821/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2522964821?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,25753,27924,27925,37012,37013,44590,53791,53793,75126</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33963227$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Li, Shijia</creatorcontrib><creatorcontrib>Song, Jie</creatorcontrib><creatorcontrib>Ke, Pengfei</creatorcontrib><creatorcontrib>Kong, Lingyin</creatorcontrib><creatorcontrib>Lei, Bingye</creatorcontrib><creatorcontrib>Zhou, Jing</creatorcontrib><creatorcontrib>Huang, Yuanyuan</creatorcontrib><creatorcontrib>Li, Hehua</creatorcontrib><creatorcontrib>Li, Guixiang</creatorcontrib><creatorcontrib>Chen, Jun</creatorcontrib><creatorcontrib>Li, Xiaobo</creatorcontrib><creatorcontrib>Xiang, Zhiming</creatorcontrib><creatorcontrib>Ning, Yuping</creatorcontrib><creatorcontrib>Wu, Fengchun</creatorcontrib><creatorcontrib>Wu, Kai</creatorcontrib><title>The gut microbiome is associated with brain structure and function in schizophrenia</title><title>Scientific reports</title><addtitle>Sci Rep</addtitle><addtitle>Sci Rep</addtitle><description>The effect of the gut microbiome on the central nervous system and its possible role in mental disorders have received increasing attention. However, knowledge about the relationship between the gut microbiome and brain structure and function is still very limited. Here, we used 16S rRNA sequencing with structural magnetic resonance imaging (sMRI) and resting-state functional (rs-fMRI) to investigate differences in fecal microbiota between 38 patients with schizophrenia (SZ) and 38 demographically matched normal controls (NCs) and explored whether such differences were associated with brain structure and function. At the genus level, we found that the relative abundance of
Ruminococcus
and
Roseburia
was significantly lower, whereas the abundance of
Veillonella
was significantly higher in SZ patients than in NCs. Additionally, the analysis of MRI data revealed that several brain regions showed significantly lower gray matter volume (GMV) and regional homogeneity (ReHo) but significantly higher amplitude of low-frequency fluctuation in SZ patients than in NCs. Moreover, the alpha diversity of the gut microbiota showed a strong linear relationship with the values of both GMV and ReHo. In SZ patients, the ReHo indexes in the right STC (
r
= − 0.35,
p
= 0.031, FDR corrected
p
= 0.039), the left cuneus (
r
= − 0.33,
p
= 0.044, FDR corrected
p
= 0.053) and the right MTC (
r
= − 0.34,
p
= 0.03, FDR corrected
p
= 0.052) were negatively correlated with the abundance of the genus
Roseburia
. Our results suggest that the potential role of the gut microbiome in SZ is related to alterations in brain structure and function. This study provides insights into the underlying neuropathology of SZ.</description><subject>631/326/107</subject><subject>631/378</subject><subject>Abundance</subject><subject>Brain mapping</subject><subject>Central nervous system</subject><subject>Digestive system</subject><subject>Fecal microflora</subject><subject>Functional anatomy</subject><subject>Functional magnetic resonance imaging</subject><subject>Humanities and Social Sciences</subject><subject>Intestinal microflora</subject><subject>Mental disorders</subject><subject>Microbiomes</subject><subject>Microbiota</subject><subject>multidisciplinary</subject><subject>Neuroimaging</subject><subject>Relative abundance</subject><subject>Roseburia</subject><subject>rRNA 16S</subject><subject>Schizophrenia</subject><subject>Science</subject><subject>Science (multidisciplinary)</subject><subject>Structure-function relationships</subject><subject>Substantia 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Ke, Pengfei ; Kong, Lingyin ; Lei, Bingye ; Zhou, Jing ; Huang, Yuanyuan ; Li, Hehua ; Li, Guixiang ; Chen, Jun ; Li, Xiaobo ; Xiang, Zhiming ; Ning, Yuping ; Wu, Fengchun ; Wu, Kai</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c568t-877b95da4083c5d65fbd86b403f0fa776e47c04703e9502f6f7b247c70a142fe3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>631/326/107</topic><topic>631/378</topic><topic>Abundance</topic><topic>Brain mapping</topic><topic>Central nervous system</topic><topic>Digestive system</topic><topic>Fecal microflora</topic><topic>Functional anatomy</topic><topic>Functional magnetic resonance imaging</topic><topic>Humanities and Social Sciences</topic><topic>Intestinal microflora</topic><topic>Mental disorders</topic><topic>Microbiomes</topic><topic>Microbiota</topic><topic>multidisciplinary</topic><topic>Neuroimaging</topic><topic>Relative abundance</topic><topic>Roseburia</topic><topic>rRNA 16S</topic><topic>Schizophrenia</topic><topic>Science</topic><topic>Science (multidisciplinary)</topic><topic>Structure-function relationships</topic><topic>Substantia grisea</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Li, Shijia</creatorcontrib><creatorcontrib>Song, Jie</creatorcontrib><creatorcontrib>Ke, Pengfei</creatorcontrib><creatorcontrib>Kong, Lingyin</creatorcontrib><creatorcontrib>Lei, Bingye</creatorcontrib><creatorcontrib>Zhou, Jing</creatorcontrib><creatorcontrib>Huang, Yuanyuan</creatorcontrib><creatorcontrib>Li, Hehua</creatorcontrib><creatorcontrib>Li, Guixiang</creatorcontrib><creatorcontrib>Chen, Jun</creatorcontrib><creatorcontrib>Li, Xiaobo</creatorcontrib><creatorcontrib>Xiang, Zhiming</creatorcontrib><creatorcontrib>Ning, Yuping</creatorcontrib><creatorcontrib>Wu, Fengchun</creatorcontrib><creatorcontrib>Wu, 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Edition</collection><collection>ProQuest Central China</collection><collection>ProQuest Central Basic</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Scientific reports</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Li, Shijia</au><au>Song, Jie</au><au>Ke, Pengfei</au><au>Kong, Lingyin</au><au>Lei, Bingye</au><au>Zhou, Jing</au><au>Huang, Yuanyuan</au><au>Li, Hehua</au><au>Li, Guixiang</au><au>Chen, Jun</au><au>Li, Xiaobo</au><au>Xiang, Zhiming</au><au>Ning, Yuping</au><au>Wu, Fengchun</au><au>Wu, Kai</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The gut microbiome is associated with brain structure and function in schizophrenia</atitle><jtitle>Scientific reports</jtitle><stitle>Sci Rep</stitle><addtitle>Sci Rep</addtitle><date>2021-05-07</date><risdate>2021</risdate><volume>11</volume><issue>1</issue><spage>9743</spage><epage>9743</epage><pages>9743-9743</pages><artnum>9743</artnum><issn>2045-2322</issn><eissn>2045-2322</eissn><abstract>The effect of the gut microbiome on the central nervous system and its possible role in mental disorders have received increasing attention. However, knowledge about the relationship between the gut microbiome and brain structure and function is still very limited. Here, we used 16S rRNA sequencing with structural magnetic resonance imaging (sMRI) and resting-state functional (rs-fMRI) to investigate differences in fecal microbiota between 38 patients with schizophrenia (SZ) and 38 demographically matched normal controls (NCs) and explored whether such differences were associated with brain structure and function. At the genus level, we found that the relative abundance of
Ruminococcus
and
Roseburia
was significantly lower, whereas the abundance of
Veillonella
was significantly higher in SZ patients than in NCs. Additionally, the analysis of MRI data revealed that several brain regions showed significantly lower gray matter volume (GMV) and regional homogeneity (ReHo) but significantly higher amplitude of low-frequency fluctuation in SZ patients than in NCs. Moreover, the alpha diversity of the gut microbiota showed a strong linear relationship with the values of both GMV and ReHo. In SZ patients, the ReHo indexes in the right STC (
r
= − 0.35,
p
= 0.031, FDR corrected
p
= 0.039), the left cuneus (
r
= − 0.33,
p
= 0.044, FDR corrected
p
= 0.053) and the right MTC (
r
= − 0.34,
p
= 0.03, FDR corrected
p
= 0.052) were negatively correlated with the abundance of the genus
Roseburia
. Our results suggest that the potential role of the gut microbiome in SZ is related to alterations in brain structure and function. This study provides insights into the underlying neuropathology of SZ.</abstract><cop>London</cop><pub>Nature Publishing Group UK</pub><pmid>33963227</pmid><doi>10.1038/s41598-021-89166-8</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record> |
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source | Full-Text Journals in Chemistry (Open access); Publicly Available Content (ProQuest); PubMed Central; Springer Nature - nature.com Journals - Fully Open Access |
subjects | 631/326/107 631/378 Abundance Brain mapping Central nervous system Digestive system Fecal microflora Functional anatomy Functional magnetic resonance imaging Humanities and Social Sciences Intestinal microflora Mental disorders Microbiomes Microbiota multidisciplinary Neuroimaging Relative abundance Roseburia rRNA 16S Schizophrenia Science Science (multidisciplinary) Structure-function relationships Substantia grisea |
title | The gut microbiome is associated with brain structure and function in schizophrenia |
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