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Metabolomic and gut microbiome profiles across the spectrum of community-based COVID and non-COVID disease

Whilst most individuals with SARS-CoV-2 infection have relatively mild disease, managed in the community, it was noted early in the pandemic that individuals with cardiovascular risk factors were more likely to experience severe acute disease, requiring hospitalisation. As the pandemic has progresse...

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Autores principales: Österdahl, Marc F., Whiston, Ronan, Sudre, Carole H., Asnicar, Francesco, Cheetham, Nathan J., Blanco Miguez, Aitor, Bowyer, Vicky, Antonelli, Michela, Snell, Olivia, dos Santos Canas, Liane, Hu, Christina, Wolf, Jonathan, Menni, Cristina, Malim, Michael, Hart, Deborah, Spector, Tim, Berry, Sarah, Segata, Nicola, Doores, Katie, Ourselin, Sebastien, Duncan, Emma L., Steves, Claire J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10300098/
https://www.ncbi.nlm.nih.gov/pubmed/37369825
http://dx.doi.org/10.1038/s41598-023-34598-7
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author Österdahl, Marc F.
Whiston, Ronan
Sudre, Carole H.
Asnicar, Francesco
Cheetham, Nathan J.
Blanco Miguez, Aitor
Bowyer, Vicky
Antonelli, Michela
Snell, Olivia
dos Santos Canas, Liane
Hu, Christina
Wolf, Jonathan
Menni, Cristina
Malim, Michael
Hart, Deborah
Spector, Tim
Berry, Sarah
Segata, Nicola
Doores, Katie
Ourselin, Sebastien
Duncan, Emma L.
Steves, Claire J.
author_facet Österdahl, Marc F.
Whiston, Ronan
Sudre, Carole H.
Asnicar, Francesco
Cheetham, Nathan J.
Blanco Miguez, Aitor
Bowyer, Vicky
Antonelli, Michela
Snell, Olivia
dos Santos Canas, Liane
Hu, Christina
Wolf, Jonathan
Menni, Cristina
Malim, Michael
Hart, Deborah
Spector, Tim
Berry, Sarah
Segata, Nicola
Doores, Katie
Ourselin, Sebastien
Duncan, Emma L.
Steves, Claire J.
author_sort Österdahl, Marc F.
collection PubMed
description Whilst most individuals with SARS-CoV-2 infection have relatively mild disease, managed in the community, it was noted early in the pandemic that individuals with cardiovascular risk factors were more likely to experience severe acute disease, requiring hospitalisation. As the pandemic has progressed, increasing concern has also developed over long symptom duration in many individuals after SARS-CoV-2 infection, including among the majority who are managed acutely in the community. Risk factors for long symptom duration, including biological variables, are still poorly defined. Here, we examine post-illness metabolomic profiles, using nuclear magnetic resonance (Nightingale Health Oyj), and gut-microbiome profiles, using shotgun metagenomic sequencing (Illumina Inc), in 2561 community-dwelling participants with SARS-CoV-2. Illness duration ranged from asymptomatic (n = 307) to Post-COVID Syndrome (n = 180), and included participants with prolonged non-COVID-19 illnesses (n = 287). We also assess a pre-established metabolomic biomarker score, previously associated with hospitalisation for both acute pneumonia and severe acute COVID-19 illness, for its association with illness duration. We found an atherogenic-dyslipidaemic metabolic profile, including biomarkers such as fatty acids and cholesterol, was associated with longer duration of illness, both in individuals with and without SARS-CoV-2 infection. Greater values of a pre-existing metabolomic biomarker score also associated with longer duration of illness, regardless of SARS-CoV-2 infection. We found no association between illness duration and gut microbiome profiles in convalescence. This highlights the potential role of cardiometabolic dysfunction in relation to the experience of long duration symptoms after symptoms of acute infection, both COVID-19 as well as other illnesses.
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spelling pubmed-103000982023-06-29 Metabolomic and gut microbiome profiles across the spectrum of community-based COVID and non-COVID disease Österdahl, Marc F. Whiston, Ronan Sudre, Carole H. Asnicar, Francesco Cheetham, Nathan J. Blanco Miguez, Aitor Bowyer, Vicky Antonelli, Michela Snell, Olivia dos Santos Canas, Liane Hu, Christina Wolf, Jonathan Menni, Cristina Malim, Michael Hart, Deborah Spector, Tim Berry, Sarah Segata, Nicola Doores, Katie Ourselin, Sebastien Duncan, Emma L. Steves, Claire J. Sci Rep Article Whilst most individuals with SARS-CoV-2 infection have relatively mild disease, managed in the community, it was noted early in the pandemic that individuals with cardiovascular risk factors were more likely to experience severe acute disease, requiring hospitalisation. As the pandemic has progressed, increasing concern has also developed over long symptom duration in many individuals after SARS-CoV-2 infection, including among the majority who are managed acutely in the community. Risk factors for long symptom duration, including biological variables, are still poorly defined. Here, we examine post-illness metabolomic profiles, using nuclear magnetic resonance (Nightingale Health Oyj), and gut-microbiome profiles, using shotgun metagenomic sequencing (Illumina Inc), in 2561 community-dwelling participants with SARS-CoV-2. Illness duration ranged from asymptomatic (n = 307) to Post-COVID Syndrome (n = 180), and included participants with prolonged non-COVID-19 illnesses (n = 287). We also assess a pre-established metabolomic biomarker score, previously associated with hospitalisation for both acute pneumonia and severe acute COVID-19 illness, for its association with illness duration. We found an atherogenic-dyslipidaemic metabolic profile, including biomarkers such as fatty acids and cholesterol, was associated with longer duration of illness, both in individuals with and without SARS-CoV-2 infection. Greater values of a pre-existing metabolomic biomarker score also associated with longer duration of illness, regardless of SARS-CoV-2 infection. We found no association between illness duration and gut microbiome profiles in convalescence. This highlights the potential role of cardiometabolic dysfunction in relation to the experience of long duration symptoms after symptoms of acute infection, both COVID-19 as well as other illnesses. Nature Publishing Group UK 2023-06-27 /pmc/articles/PMC10300098/ /pubmed/37369825 http://dx.doi.org/10.1038/s41598-023-34598-7 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 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/) .
spellingShingle Article
Österdahl, Marc F.
Whiston, Ronan
Sudre, Carole H.
Asnicar, Francesco
Cheetham, Nathan J.
Blanco Miguez, Aitor
Bowyer, Vicky
Antonelli, Michela
Snell, Olivia
dos Santos Canas, Liane
Hu, Christina
Wolf, Jonathan
Menni, Cristina
Malim, Michael
Hart, Deborah
Spector, Tim
Berry, Sarah
Segata, Nicola
Doores, Katie
Ourselin, Sebastien
Duncan, Emma L.
Steves, Claire J.
Metabolomic and gut microbiome profiles across the spectrum of community-based COVID and non-COVID disease
title Metabolomic and gut microbiome profiles across the spectrum of community-based COVID and non-COVID disease
title_full Metabolomic and gut microbiome profiles across the spectrum of community-based COVID and non-COVID disease
title_fullStr Metabolomic and gut microbiome profiles across the spectrum of community-based COVID and non-COVID disease
title_full_unstemmed Metabolomic and gut microbiome profiles across the spectrum of community-based COVID and non-COVID disease
title_short Metabolomic and gut microbiome profiles across the spectrum of community-based COVID and non-COVID disease
title_sort metabolomic and gut microbiome profiles across the spectrum of community-based covid and non-covid disease
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10300098/
https://www.ncbi.nlm.nih.gov/pubmed/37369825
http://dx.doi.org/10.1038/s41598-023-34598-7
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