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An NMR-Based Model to Investigate the Metabolic Phenoreversion of COVID-19 Patients throughout a Longitudinal Study

After SARS-CoV-2 infection, the molecular phenoreversion of the immunological response and its associated metabolic dysregulation are required for a full recovery of the patient. This process is patient-dependent due to the manifold possibilities induced by virus severity, its phylogenic evolution a...

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Autores principales: Gil-Redondo, Rubén, Conde, Ricardo, Bizkarguenaga, Maider, Bruzzone, Chiara, Laín, Ana, González-Valle, Beatriz, Iriberri, Milagros, Ramos-Acosta, Carlos, Anguita, Eduardo, Arriaga Lariz, Juan Ignacio, España Yandiola, Pedro Pablo, Moran, Miguel Ángel, Jiménez-Mercado, Mario Ernesto, Egia-Mendikute, Leire, Seco, María Luisa, Schäfer, Hartmut, Cannet, Claire, Spraul, Manfred, Palazón, Asís, Embade, Nieves, Lu, Shelly C., Wist, Julien, Nicholson, Jeremy K., Mato, José M., Millet, Oscar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9788519/
https://www.ncbi.nlm.nih.gov/pubmed/36557244
http://dx.doi.org/10.3390/metabo12121206
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author Gil-Redondo, Rubén
Conde, Ricardo
Bizkarguenaga, Maider
Bruzzone, Chiara
Laín, Ana
González-Valle, Beatriz
Iriberri, Milagros
Ramos-Acosta, Carlos
Anguita, Eduardo
Arriaga Lariz, Juan Ignacio
España Yandiola, Pedro Pablo
Moran, Miguel Ángel
Jiménez-Mercado, Mario Ernesto
Egia-Mendikute, Leire
Seco, María Luisa
Schäfer, Hartmut
Cannet, Claire
Spraul, Manfred
Palazón, Asís
Embade, Nieves
Lu, Shelly C.
Wist, Julien
Nicholson, Jeremy K.
Mato, José M.
Millet, Oscar
author_facet Gil-Redondo, Rubén
Conde, Ricardo
Bizkarguenaga, Maider
Bruzzone, Chiara
Laín, Ana
González-Valle, Beatriz
Iriberri, Milagros
Ramos-Acosta, Carlos
Anguita, Eduardo
Arriaga Lariz, Juan Ignacio
España Yandiola, Pedro Pablo
Moran, Miguel Ángel
Jiménez-Mercado, Mario Ernesto
Egia-Mendikute, Leire
Seco, María Luisa
Schäfer, Hartmut
Cannet, Claire
Spraul, Manfred
Palazón, Asís
Embade, Nieves
Lu, Shelly C.
Wist, Julien
Nicholson, Jeremy K.
Mato, José M.
Millet, Oscar
author_sort Gil-Redondo, Rubén
collection PubMed
description After SARS-CoV-2 infection, the molecular phenoreversion of the immunological response and its associated metabolic dysregulation are required for a full recovery of the patient. This process is patient-dependent due to the manifold possibilities induced by virus severity, its phylogenic evolution and the vaccination status of the population. We have here investigated the natural history of COVID-19 disease at the molecular level, characterizing the metabolic and immunological phenoreversion over time in large cohorts of hospitalized severe patients (n = 886) and non-hospitalized recovered patients that self-reported having passed the disease (n = 513). Non-hospitalized recovered patients do not show any metabolic fingerprint associated with the disease or immune alterations. Acute patients are characterized by the metabolic and lipidomic dysregulation that accompanies the exacerbated immunological response, resulting in a slow recovery time with a maximum probability of around 62 days. As a manifestation of the heterogeneity in the metabolic phenoreversion, age and severity become factors that modulate their normalization time which, in turn, correlates with changes in the atherogenesis-associated chemokine MCP-1. Our results are consistent with a model where the slow metabolic normalization in acute patients results in enhanced atherosclerotic risk, in line with the recent observation of an elevated number of cardiovascular episodes found in post-COVID-19 cohorts.
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spelling pubmed-97885192022-12-24 An NMR-Based Model to Investigate the Metabolic Phenoreversion of COVID-19 Patients throughout a Longitudinal Study Gil-Redondo, Rubén Conde, Ricardo Bizkarguenaga, Maider Bruzzone, Chiara Laín, Ana González-Valle, Beatriz Iriberri, Milagros Ramos-Acosta, Carlos Anguita, Eduardo Arriaga Lariz, Juan Ignacio España Yandiola, Pedro Pablo Moran, Miguel Ángel Jiménez-Mercado, Mario Ernesto Egia-Mendikute, Leire Seco, María Luisa Schäfer, Hartmut Cannet, Claire Spraul, Manfred Palazón, Asís Embade, Nieves Lu, Shelly C. Wist, Julien Nicholson, Jeremy K. Mato, José M. Millet, Oscar Metabolites Article After SARS-CoV-2 infection, the molecular phenoreversion of the immunological response and its associated metabolic dysregulation are required for a full recovery of the patient. This process is patient-dependent due to the manifold possibilities induced by virus severity, its phylogenic evolution and the vaccination status of the population. We have here investigated the natural history of COVID-19 disease at the molecular level, characterizing the metabolic and immunological phenoreversion over time in large cohorts of hospitalized severe patients (n = 886) and non-hospitalized recovered patients that self-reported having passed the disease (n = 513). Non-hospitalized recovered patients do not show any metabolic fingerprint associated with the disease or immune alterations. Acute patients are characterized by the metabolic and lipidomic dysregulation that accompanies the exacerbated immunological response, resulting in a slow recovery time with a maximum probability of around 62 days. As a manifestation of the heterogeneity in the metabolic phenoreversion, age and severity become factors that modulate their normalization time which, in turn, correlates with changes in the atherogenesis-associated chemokine MCP-1. Our results are consistent with a model where the slow metabolic normalization in acute patients results in enhanced atherosclerotic risk, in line with the recent observation of an elevated number of cardiovascular episodes found in post-COVID-19 cohorts. MDPI 2022-12-01 /pmc/articles/PMC9788519/ /pubmed/36557244 http://dx.doi.org/10.3390/metabo12121206 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Gil-Redondo, Rubén
Conde, Ricardo
Bizkarguenaga, Maider
Bruzzone, Chiara
Laín, Ana
González-Valle, Beatriz
Iriberri, Milagros
Ramos-Acosta, Carlos
Anguita, Eduardo
Arriaga Lariz, Juan Ignacio
España Yandiola, Pedro Pablo
Moran, Miguel Ángel
Jiménez-Mercado, Mario Ernesto
Egia-Mendikute, Leire
Seco, María Luisa
Schäfer, Hartmut
Cannet, Claire
Spraul, Manfred
Palazón, Asís
Embade, Nieves
Lu, Shelly C.
Wist, Julien
Nicholson, Jeremy K.
Mato, José M.
Millet, Oscar
An NMR-Based Model to Investigate the Metabolic Phenoreversion of COVID-19 Patients throughout a Longitudinal Study
title An NMR-Based Model to Investigate the Metabolic Phenoreversion of COVID-19 Patients throughout a Longitudinal Study
title_full An NMR-Based Model to Investigate the Metabolic Phenoreversion of COVID-19 Patients throughout a Longitudinal Study
title_fullStr An NMR-Based Model to Investigate the Metabolic Phenoreversion of COVID-19 Patients throughout a Longitudinal Study
title_full_unstemmed An NMR-Based Model to Investigate the Metabolic Phenoreversion of COVID-19 Patients throughout a Longitudinal Study
title_short An NMR-Based Model to Investigate the Metabolic Phenoreversion of COVID-19 Patients throughout a Longitudinal Study
title_sort nmr-based model to investigate the metabolic phenoreversion of covid-19 patients throughout a longitudinal study
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9788519/
https://www.ncbi.nlm.nih.gov/pubmed/36557244
http://dx.doi.org/10.3390/metabo12121206
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