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Association between microbiome and the development of adverse posttraumatic neuropsychiatric sequelae after traumatic stress exposure
Patients exposed to trauma often experience high rates of adverse post-traumatic neuropsychiatric sequelae (APNS). The biological mechanisms promoting APNS are currently unknown, but the microbiota-gut-brain axis offers an avenue to understanding mechanisms as well as possibilities for intervention....
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/PMC10657470/ https://www.ncbi.nlm.nih.gov/pubmed/37980332 http://dx.doi.org/10.1038/s41398-023-02643-8 |
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author | Zeamer, Abigail L. Salive, Marie-Claire An, Xinming Beaudoin, Francesca L. House, Stacey L. Stevens, Jennifer S. Zeng, Donglin Neylan, Thomas C. Clifford, Gari D. Linnstaedt, Sarah D. Rauch, Scott L. Storrow, Alan B. Lewandowski, Christopher Musey, Paul I. Hendry, Phyllis L. Sheikh, Sophia Jones, Christopher W. Punches, Brittany E. Swor, Robert A. Hudak, Lauren A. Pascual, Jose L. Seamon, Mark J. Harris, Erica Pearson, Claire Peak, David A. Merchant, Roland C. Domeier, Robert M. Rathlev, Niels K. O’Neil, Brian J. Sergot, Paulina Sanchez, Leon D. Bruce, Steven E. Kessler, Ronald C. Koenen, Karestan C. McLean, Samuel A. Bucci, Vanni Haran, John P. |
author_facet | Zeamer, Abigail L. Salive, Marie-Claire An, Xinming Beaudoin, Francesca L. House, Stacey L. Stevens, Jennifer S. Zeng, Donglin Neylan, Thomas C. Clifford, Gari D. Linnstaedt, Sarah D. Rauch, Scott L. Storrow, Alan B. Lewandowski, Christopher Musey, Paul I. Hendry, Phyllis L. Sheikh, Sophia Jones, Christopher W. Punches, Brittany E. Swor, Robert A. Hudak, Lauren A. Pascual, Jose L. Seamon, Mark J. Harris, Erica Pearson, Claire Peak, David A. Merchant, Roland C. Domeier, Robert M. Rathlev, Niels K. O’Neil, Brian J. Sergot, Paulina Sanchez, Leon D. Bruce, Steven E. Kessler, Ronald C. Koenen, Karestan C. McLean, Samuel A. Bucci, Vanni Haran, John P. |
author_sort | Zeamer, Abigail L. |
collection | PubMed |
description | Patients exposed to trauma often experience high rates of adverse post-traumatic neuropsychiatric sequelae (APNS). The biological mechanisms promoting APNS are currently unknown, but the microbiota-gut-brain axis offers an avenue to understanding mechanisms as well as possibilities for intervention. Microbiome composition after trauma exposure has been poorly examined regarding neuropsychiatric outcomes. We aimed to determine whether the gut microbiomes of trauma-exposed emergency department patients who develop APNS have dysfunctional gut microbiome profiles and discover potential associated mechanisms. We performed metagenomic analysis on stool samples (n = 51) from a subset of adults enrolled in the Advancing Understanding of RecOvery afteR traumA (AURORA) study. Two-, eight- and twelve-week post-trauma outcomes for post-traumatic stress disorder (PTSD) (PTSD checklist for DSM-5), normalized depression scores (PROMIS Depression Short Form 8b) and somatic symptom counts were collected. Generalized linear models were created for each outcome using microbial abundances and relevant demographics. Mixed-effect random forest machine learning models were used to identify associations between APNS outcomes and microbial features and encoded metabolic pathways from stool metagenomics. Microbial species, including Flavonifractor plautii, Ruminococcus gnavus and, Bifidobacterium species, which are prevalent commensal gut microbes, were found to be important in predicting worse APNS outcomes from microbial abundance data. Notably, through APNS outcome modeling using microbial metabolic pathways, worse APNS outcomes were highly predicted by decreased L-arginine related pathway genes and increased citrulline and ornithine pathways. Common commensal microbial species are enriched in individuals who develop APNS. More notably, we identified a biological mechanism through which the gut microbiome reduces global arginine bioavailability, a metabolic change that has also been demonstrated in the plasma of patients with PTSD. |
format | Online Article Text |
id | pubmed-10657470 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-106574702023-11-18 Association between microbiome and the development of adverse posttraumatic neuropsychiatric sequelae after traumatic stress exposure Zeamer, Abigail L. Salive, Marie-Claire An, Xinming Beaudoin, Francesca L. House, Stacey L. Stevens, Jennifer S. Zeng, Donglin Neylan, Thomas C. Clifford, Gari D. Linnstaedt, Sarah D. Rauch, Scott L. Storrow, Alan B. Lewandowski, Christopher Musey, Paul I. Hendry, Phyllis L. Sheikh, Sophia Jones, Christopher W. Punches, Brittany E. Swor, Robert A. Hudak, Lauren A. Pascual, Jose L. Seamon, Mark J. Harris, Erica Pearson, Claire Peak, David A. Merchant, Roland C. Domeier, Robert M. Rathlev, Niels K. O’Neil, Brian J. Sergot, Paulina Sanchez, Leon D. Bruce, Steven E. Kessler, Ronald C. Koenen, Karestan C. McLean, Samuel A. Bucci, Vanni Haran, John P. Transl Psychiatry Article Patients exposed to trauma often experience high rates of adverse post-traumatic neuropsychiatric sequelae (APNS). The biological mechanisms promoting APNS are currently unknown, but the microbiota-gut-brain axis offers an avenue to understanding mechanisms as well as possibilities for intervention. Microbiome composition after trauma exposure has been poorly examined regarding neuropsychiatric outcomes. We aimed to determine whether the gut microbiomes of trauma-exposed emergency department patients who develop APNS have dysfunctional gut microbiome profiles and discover potential associated mechanisms. We performed metagenomic analysis on stool samples (n = 51) from a subset of adults enrolled in the Advancing Understanding of RecOvery afteR traumA (AURORA) study. Two-, eight- and twelve-week post-trauma outcomes for post-traumatic stress disorder (PTSD) (PTSD checklist for DSM-5), normalized depression scores (PROMIS Depression Short Form 8b) and somatic symptom counts were collected. Generalized linear models were created for each outcome using microbial abundances and relevant demographics. Mixed-effect random forest machine learning models were used to identify associations between APNS outcomes and microbial features and encoded metabolic pathways from stool metagenomics. Microbial species, including Flavonifractor plautii, Ruminococcus gnavus and, Bifidobacterium species, which are prevalent commensal gut microbes, were found to be important in predicting worse APNS outcomes from microbial abundance data. Notably, through APNS outcome modeling using microbial metabolic pathways, worse APNS outcomes were highly predicted by decreased L-arginine related pathway genes and increased citrulline and ornithine pathways. Common commensal microbial species are enriched in individuals who develop APNS. More notably, we identified a biological mechanism through which the gut microbiome reduces global arginine bioavailability, a metabolic change that has also been demonstrated in the plasma of patients with PTSD. Nature Publishing Group UK 2023-11-18 /pmc/articles/PMC10657470/ /pubmed/37980332 http://dx.doi.org/10.1038/s41398-023-02643-8 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 Zeamer, Abigail L. Salive, Marie-Claire An, Xinming Beaudoin, Francesca L. House, Stacey L. Stevens, Jennifer S. Zeng, Donglin Neylan, Thomas C. Clifford, Gari D. Linnstaedt, Sarah D. Rauch, Scott L. Storrow, Alan B. Lewandowski, Christopher Musey, Paul I. Hendry, Phyllis L. Sheikh, Sophia Jones, Christopher W. Punches, Brittany E. Swor, Robert A. Hudak, Lauren A. Pascual, Jose L. Seamon, Mark J. Harris, Erica Pearson, Claire Peak, David A. Merchant, Roland C. Domeier, Robert M. Rathlev, Niels K. O’Neil, Brian J. Sergot, Paulina Sanchez, Leon D. Bruce, Steven E. Kessler, Ronald C. Koenen, Karestan C. McLean, Samuel A. Bucci, Vanni Haran, John P. Association between microbiome and the development of adverse posttraumatic neuropsychiatric sequelae after traumatic stress exposure |
title | Association between microbiome and the development of adverse posttraumatic neuropsychiatric sequelae after traumatic stress exposure |
title_full | Association between microbiome and the development of adverse posttraumatic neuropsychiatric sequelae after traumatic stress exposure |
title_fullStr | Association between microbiome and the development of adverse posttraumatic neuropsychiatric sequelae after traumatic stress exposure |
title_full_unstemmed | Association between microbiome and the development of adverse posttraumatic neuropsychiatric sequelae after traumatic stress exposure |
title_short | Association between microbiome and the development of adverse posttraumatic neuropsychiatric sequelae after traumatic stress exposure |
title_sort | association between microbiome and the development of adverse posttraumatic neuropsychiatric sequelae after traumatic stress exposure |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10657470/ https://www.ncbi.nlm.nih.gov/pubmed/37980332 http://dx.doi.org/10.1038/s41398-023-02643-8 |
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