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Multi-omics analysis revealing the interplay between gut microbiome and the host following opioid use

Opioid crisis is an ongoing epidemic since the past several decades in the United States. Opioid use-associated microbial dysbiosis is emerging as a key regulator of intestinal homeostasis and behavioral responses to opioid. However, the mechanistic insight into the role of microbial community in mo...

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Autores principales: Kolli, Udhghatri, Jalodia, Richa, Moidunny, Shamsudheen, Singh, Praveen Kumar, Ban, Yuguang, Tao, Junyi, Cantu, Gonzalo Nathaniel, Valdes, Eridania, Ramakrishnan, Sundaram, Roy, Sabita
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Taylor & Francis 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10448978/
https://www.ncbi.nlm.nih.gov/pubmed/37610102
http://dx.doi.org/10.1080/19490976.2023.2246184
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author Kolli, Udhghatri
Jalodia, Richa
Moidunny, Shamsudheen
Singh, Praveen Kumar
Ban, Yuguang
Tao, Junyi
Cantu, Gonzalo Nathaniel
Valdes, Eridania
Ramakrishnan, Sundaram
Roy, Sabita
author_facet Kolli, Udhghatri
Jalodia, Richa
Moidunny, Shamsudheen
Singh, Praveen Kumar
Ban, Yuguang
Tao, Junyi
Cantu, Gonzalo Nathaniel
Valdes, Eridania
Ramakrishnan, Sundaram
Roy, Sabita
author_sort Kolli, Udhghatri
collection PubMed
description Opioid crisis is an ongoing epidemic since the past several decades in the United States. Opioid use-associated microbial dysbiosis is emerging as a key regulator of intestinal homeostasis and behavioral responses to opioid. However, the mechanistic insight into the role of microbial community in modulating host response is unavailable. To uncover the role of opioid-induced dysbiosis in disrupting intestinal homeostasis we utilized whole genome sequencing, untargeted metabolomics, and mRNA sequencing to identify changes in microbiome, metabolome, and host transcriptome respectively. Morphine treatment resulted in significant expansion of Parasuterella excrementihominis, Burkholderiales bacterium 1_1_47, Enterococcus faecalis, Enterorhabdus caecimuris and depletion of Lactobacillus johnsonii. These changes correlated with alterations in lipid metabolites and flavonoids. Significant alteration in microbial metabolism (metabolism of lipids, amino acids, vitamins and cofactors) and increased expression of virulence factors and biosynthesis of lipopolysaccharides (LPS) and lipoteichoic acid (LTA) were observed in microbiome of morphine-treated animals. In concurrence with changes in microbiome and metabolome extensive changes in innate and adaptive immune response, lipid metabolism, and gut barrier dysfunction were observed in the host transcriptome. Microbiome depleted mice displayed lower levels of inflammation, immune response and tissue destruction compared to mice harboring a dysbiotic microbiome in response to morphine treatment, thus establishing dysbiotic microbiome as mediator of morphine gut pathophysiology. Integrative analysis of multi-omics data highlighted the associations between Parasutterella excrementihominis, Burkholderiales bacterium 1_1_47, Enterococcus faecalis, Enterorhabdus caecimuris and altered levels of riboflavin, flavonoids, and lipid metabolites including phosphocholines, carnitines, bile acids, and ethanolamines with host gene expression changes involved in inflammation and barrier integrity of intestine. Omic analysis also highlighted the role of probiotic bacteria Lactobacillus johnsonii, metabolites flavonoids and riboflavin that were depleted with morphine as important factors for intestinal homeostasis. This study presents for the first time ever an interactive view of morphine-induced changes in microbial metabolism, strain level gut microbiome analysis and comprehensive view of changes in gut transcriptome. We also identified areas of potential therapeutic interventions to limit microbial dysbiosis and present a unique resource to the opioid research community.
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spelling pubmed-104489782023-08-25 Multi-omics analysis revealing the interplay between gut microbiome and the host following opioid use Kolli, Udhghatri Jalodia, Richa Moidunny, Shamsudheen Singh, Praveen Kumar Ban, Yuguang Tao, Junyi Cantu, Gonzalo Nathaniel Valdes, Eridania Ramakrishnan, Sundaram Roy, Sabita Gut Microbes Research Paper Opioid crisis is an ongoing epidemic since the past several decades in the United States. Opioid use-associated microbial dysbiosis is emerging as a key regulator of intestinal homeostasis and behavioral responses to opioid. However, the mechanistic insight into the role of microbial community in modulating host response is unavailable. To uncover the role of opioid-induced dysbiosis in disrupting intestinal homeostasis we utilized whole genome sequencing, untargeted metabolomics, and mRNA sequencing to identify changes in microbiome, metabolome, and host transcriptome respectively. Morphine treatment resulted in significant expansion of Parasuterella excrementihominis, Burkholderiales bacterium 1_1_47, Enterococcus faecalis, Enterorhabdus caecimuris and depletion of Lactobacillus johnsonii. These changes correlated with alterations in lipid metabolites and flavonoids. Significant alteration in microbial metabolism (metabolism of lipids, amino acids, vitamins and cofactors) and increased expression of virulence factors and biosynthesis of lipopolysaccharides (LPS) and lipoteichoic acid (LTA) were observed in microbiome of morphine-treated animals. In concurrence with changes in microbiome and metabolome extensive changes in innate and adaptive immune response, lipid metabolism, and gut barrier dysfunction were observed in the host transcriptome. Microbiome depleted mice displayed lower levels of inflammation, immune response and tissue destruction compared to mice harboring a dysbiotic microbiome in response to morphine treatment, thus establishing dysbiotic microbiome as mediator of morphine gut pathophysiology. Integrative analysis of multi-omics data highlighted the associations between Parasutterella excrementihominis, Burkholderiales bacterium 1_1_47, Enterococcus faecalis, Enterorhabdus caecimuris and altered levels of riboflavin, flavonoids, and lipid metabolites including phosphocholines, carnitines, bile acids, and ethanolamines with host gene expression changes involved in inflammation and barrier integrity of intestine. Omic analysis also highlighted the role of probiotic bacteria Lactobacillus johnsonii, metabolites flavonoids and riboflavin that were depleted with morphine as important factors for intestinal homeostasis. This study presents for the first time ever an interactive view of morphine-induced changes in microbial metabolism, strain level gut microbiome analysis and comprehensive view of changes in gut transcriptome. We also identified areas of potential therapeutic interventions to limit microbial dysbiosis and present a unique resource to the opioid research community. Taylor & Francis 2023-08-23 /pmc/articles/PMC10448978/ /pubmed/37610102 http://dx.doi.org/10.1080/19490976.2023.2246184 Text en © 2023 The Author(s). Published with license by Taylor & Francis Group, LLC. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. The terms on which this article has been published allow the posting of the Accepted Manuscript in a repository by the author(s) or with their consent.
spellingShingle Research Paper
Kolli, Udhghatri
Jalodia, Richa
Moidunny, Shamsudheen
Singh, Praveen Kumar
Ban, Yuguang
Tao, Junyi
Cantu, Gonzalo Nathaniel
Valdes, Eridania
Ramakrishnan, Sundaram
Roy, Sabita
Multi-omics analysis revealing the interplay between gut microbiome and the host following opioid use
title Multi-omics analysis revealing the interplay between gut microbiome and the host following opioid use
title_full Multi-omics analysis revealing the interplay between gut microbiome and the host following opioid use
title_fullStr Multi-omics analysis revealing the interplay between gut microbiome and the host following opioid use
title_full_unstemmed Multi-omics analysis revealing the interplay between gut microbiome and the host following opioid use
title_short Multi-omics analysis revealing the interplay between gut microbiome and the host following opioid use
title_sort multi-omics analysis revealing the interplay between gut microbiome and the host following opioid use
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10448978/
https://www.ncbi.nlm.nih.gov/pubmed/37610102
http://dx.doi.org/10.1080/19490976.2023.2246184
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