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Metabolic Reprogramming in SARS-CoV-2 Infection Impacts the Outcome of COVID-19 Patients

Severe acute respiratory syndrome–coronavirus 2 (SARS-CoV-2) infection triggers inflammatory clinical stages that affect the outcome of patients with coronavirus disease 2019 (COVID-19). Disease severity may be associated with a metabolic imbalance related to amino acids, lipids, and energy-generati...

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Autores principales: Martínez-Gómez, Laura E., Ibarra-González, Isabel, Fernández-Lainez, Cynthia, Tusie, Teresa, Moreno-Macías, Hortensia, Martinez-Armenta, Carlos, Jimenez-Gutierrez, Guadalupe Elizabeth, Vázquez-Cárdenas, Paola, Vidal-Vázquez, Patricia, Ramírez-Hinojosa, Juan P., Rodríguez-Zulueta, Ana P., Vargas-Alarcón, Gilberto, Rojas-Velasco, Gustavo, Sánchez-Muñoz, Fausto, Posadas-Sanchez, Rosalinda, Martínez-Ruiz, Felipe de J., Zayago-Angeles, Dulce M., Moreno, Mariana L., Barajas-Galicia, Edith, Lopez-Cisneros, Gerardo, Gonzalez-Fernández, Nadia C., Ortega-Peña, Silvestre, Herrera-López, Brígida, Olea-Torres, Jessel, Juárez-Arias, Manuel, Rosas-Vásquez, Maritza, Cabrera-Nieto, Sara Aileen, Magaña, Jonathan J., Camacho-Rea, María del Carmen, Suarez-Ahedo, Carlos, Coronado-Zarco, Irma, Valdespino-Vázquez, M. Y., Martínez-Nava, Gabriela Angélica, Pineda, Carlos, Vela-Amieva, Marcela, López-Reyes, Alberto
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9634751/
https://www.ncbi.nlm.nih.gov/pubmed/36341434
http://dx.doi.org/10.3389/fimmu.2022.936106
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author Martínez-Gómez, Laura E.
Ibarra-González, Isabel
Fernández-Lainez, Cynthia
Tusie, Teresa
Moreno-Macías, Hortensia
Martinez-Armenta, Carlos
Jimenez-Gutierrez, Guadalupe Elizabeth
Vázquez-Cárdenas, Paola
Vidal-Vázquez, Patricia
Ramírez-Hinojosa, Juan P.
Rodríguez-Zulueta, Ana P.
Vargas-Alarcón, Gilberto
Rojas-Velasco, Gustavo
Sánchez-Muñoz, Fausto
Posadas-Sanchez, Rosalinda
Martínez-Ruiz, Felipe de J.
Zayago-Angeles, Dulce M.
Moreno, Mariana L.
Barajas-Galicia, Edith
Lopez-Cisneros, Gerardo
Gonzalez-Fernández, Nadia C.
Ortega-Peña, Silvestre
Herrera-López, Brígida
Olea-Torres, Jessel
Juárez-Arias, Manuel
Rosas-Vásquez, Maritza
Cabrera-Nieto, Sara Aileen
Magaña, Jonathan J.
Camacho-Rea, María del Carmen
Suarez-Ahedo, Carlos
Coronado-Zarco, Irma
Valdespino-Vázquez, M. Y.
Martínez-Nava, Gabriela Angélica
Pineda, Carlos
Vela-Amieva, Marcela
López-Reyes, Alberto
author_facet Martínez-Gómez, Laura E.
Ibarra-González, Isabel
Fernández-Lainez, Cynthia
Tusie, Teresa
Moreno-Macías, Hortensia
Martinez-Armenta, Carlos
Jimenez-Gutierrez, Guadalupe Elizabeth
Vázquez-Cárdenas, Paola
Vidal-Vázquez, Patricia
Ramírez-Hinojosa, Juan P.
Rodríguez-Zulueta, Ana P.
Vargas-Alarcón, Gilberto
Rojas-Velasco, Gustavo
Sánchez-Muñoz, Fausto
Posadas-Sanchez, Rosalinda
Martínez-Ruiz, Felipe de J.
Zayago-Angeles, Dulce M.
Moreno, Mariana L.
Barajas-Galicia, Edith
Lopez-Cisneros, Gerardo
Gonzalez-Fernández, Nadia C.
Ortega-Peña, Silvestre
Herrera-López, Brígida
Olea-Torres, Jessel
Juárez-Arias, Manuel
Rosas-Vásquez, Maritza
Cabrera-Nieto, Sara Aileen
Magaña, Jonathan J.
Camacho-Rea, María del Carmen
Suarez-Ahedo, Carlos
Coronado-Zarco, Irma
Valdespino-Vázquez, M. Y.
Martínez-Nava, Gabriela Angélica
Pineda, Carlos
Vela-Amieva, Marcela
López-Reyes, Alberto
author_sort Martínez-Gómez, Laura E.
collection PubMed
description Severe acute respiratory syndrome–coronavirus 2 (SARS-CoV-2) infection triggers inflammatory clinical stages that affect the outcome of patients with coronavirus disease 2019 (COVID-19). Disease severity may be associated with a metabolic imbalance related to amino acids, lipids, and energy-generating pathways. The aim of this study was to characterize the profile of amino acids and acylcarnitines in COVID-19 patients. A multicenter, cross-sectional study was carried out. A total of 453 individuals were classified by disease severity. Levels of 11 amino acids, 31 acylcarnitines, and succinylacetone in serum samples were analyzed by electrospray ionization–triple quadrupole tandem mass spectrometry. Different clusters were observed in partial least squares discriminant analysis, with phenylalanine, alanine, citrulline, proline, and succinylacetone providing the major contribution to the variability in each cluster (variable importance in the projection >1.5). In logistic models adjusted by age, sex, type 2 diabetes mellitus, hypertension, and nutritional status, phenylalanine was associated with critical outcomes (odds ratio=5.3 (95% CI 3.16-9.2) in the severe vs. critical model, with an area under the curve of 0.84 (95% CI 0.77-0.90). In conclusion the metabolic imbalance in COVID-19 patients might affect disease progression. This work shows an association of phenylalanine with critical outcomes in COVID-19 patients, highlighting phenylalanine as a potential metabolic biomarker of disease severity.
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spelling pubmed-96347512022-11-05 Metabolic Reprogramming in SARS-CoV-2 Infection Impacts the Outcome of COVID-19 Patients Martínez-Gómez, Laura E. Ibarra-González, Isabel Fernández-Lainez, Cynthia Tusie, Teresa Moreno-Macías, Hortensia Martinez-Armenta, Carlos Jimenez-Gutierrez, Guadalupe Elizabeth Vázquez-Cárdenas, Paola Vidal-Vázquez, Patricia Ramírez-Hinojosa, Juan P. Rodríguez-Zulueta, Ana P. Vargas-Alarcón, Gilberto Rojas-Velasco, Gustavo Sánchez-Muñoz, Fausto Posadas-Sanchez, Rosalinda Martínez-Ruiz, Felipe de J. Zayago-Angeles, Dulce M. Moreno, Mariana L. Barajas-Galicia, Edith Lopez-Cisneros, Gerardo Gonzalez-Fernández, Nadia C. Ortega-Peña, Silvestre Herrera-López, Brígida Olea-Torres, Jessel Juárez-Arias, Manuel Rosas-Vásquez, Maritza Cabrera-Nieto, Sara Aileen Magaña, Jonathan J. Camacho-Rea, María del Carmen Suarez-Ahedo, Carlos Coronado-Zarco, Irma Valdespino-Vázquez, M. Y. Martínez-Nava, Gabriela Angélica Pineda, Carlos Vela-Amieva, Marcela López-Reyes, Alberto Front Immunol Immunology Severe acute respiratory syndrome–coronavirus 2 (SARS-CoV-2) infection triggers inflammatory clinical stages that affect the outcome of patients with coronavirus disease 2019 (COVID-19). Disease severity may be associated with a metabolic imbalance related to amino acids, lipids, and energy-generating pathways. The aim of this study was to characterize the profile of amino acids and acylcarnitines in COVID-19 patients. A multicenter, cross-sectional study was carried out. A total of 453 individuals were classified by disease severity. Levels of 11 amino acids, 31 acylcarnitines, and succinylacetone in serum samples were analyzed by electrospray ionization–triple quadrupole tandem mass spectrometry. Different clusters were observed in partial least squares discriminant analysis, with phenylalanine, alanine, citrulline, proline, and succinylacetone providing the major contribution to the variability in each cluster (variable importance in the projection >1.5). In logistic models adjusted by age, sex, type 2 diabetes mellitus, hypertension, and nutritional status, phenylalanine was associated with critical outcomes (odds ratio=5.3 (95% CI 3.16-9.2) in the severe vs. critical model, with an area under the curve of 0.84 (95% CI 0.77-0.90). In conclusion the metabolic imbalance in COVID-19 patients might affect disease progression. This work shows an association of phenylalanine with critical outcomes in COVID-19 patients, highlighting phenylalanine as a potential metabolic biomarker of disease severity. Frontiers Media S.A. 2022-07-11 /pmc/articles/PMC9634751/ /pubmed/36341434 http://dx.doi.org/10.3389/fimmu.2022.936106 Text en Copyright © 2022 Martínez-Gómez, Ibarra-González, Fernández-Lainez, Tusie, Moreno-Macías, Martinez-Armenta, Jimenez-Gutierrez, Vázquez-Cárdenas, Vidal-Vázquez, Ramírez-Hinojosa, Rodríguez-Zulueta, Vargas-Alarcón, Rojas-Velasco, Sánchez-Muñoz, Posadas-Sanchez, Martínez-Ruiz, Zayago-Angeles, Moreno, Barajas-Galicia, Lopez-Cisneros, Gonzalez-Fernández, Ortega-Peña, Herrera-López, Olea-Torres, Juárez-Arias, Rosas-Vásquez, Cabrera-Nieto, Magaña, Camacho-Rea, Suarez-Ahedo, Coronado-Zarco, Valdespino-Vázquez, Martínez-Nava, Pineda, Vela-Amieva, López-Reyes and Mex-Gen-COVID Initiative Group https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Immunology
Martínez-Gómez, Laura E.
Ibarra-González, Isabel
Fernández-Lainez, Cynthia
Tusie, Teresa
Moreno-Macías, Hortensia
Martinez-Armenta, Carlos
Jimenez-Gutierrez, Guadalupe Elizabeth
Vázquez-Cárdenas, Paola
Vidal-Vázquez, Patricia
Ramírez-Hinojosa, Juan P.
Rodríguez-Zulueta, Ana P.
Vargas-Alarcón, Gilberto
Rojas-Velasco, Gustavo
Sánchez-Muñoz, Fausto
Posadas-Sanchez, Rosalinda
Martínez-Ruiz, Felipe de J.
Zayago-Angeles, Dulce M.
Moreno, Mariana L.
Barajas-Galicia, Edith
Lopez-Cisneros, Gerardo
Gonzalez-Fernández, Nadia C.
Ortega-Peña, Silvestre
Herrera-López, Brígida
Olea-Torres, Jessel
Juárez-Arias, Manuel
Rosas-Vásquez, Maritza
Cabrera-Nieto, Sara Aileen
Magaña, Jonathan J.
Camacho-Rea, María del Carmen
Suarez-Ahedo, Carlos
Coronado-Zarco, Irma
Valdespino-Vázquez, M. Y.
Martínez-Nava, Gabriela Angélica
Pineda, Carlos
Vela-Amieva, Marcela
López-Reyes, Alberto
Metabolic Reprogramming in SARS-CoV-2 Infection Impacts the Outcome of COVID-19 Patients
title Metabolic Reprogramming in SARS-CoV-2 Infection Impacts the Outcome of COVID-19 Patients
title_full Metabolic Reprogramming in SARS-CoV-2 Infection Impacts the Outcome of COVID-19 Patients
title_fullStr Metabolic Reprogramming in SARS-CoV-2 Infection Impacts the Outcome of COVID-19 Patients
title_full_unstemmed Metabolic Reprogramming in SARS-CoV-2 Infection Impacts the Outcome of COVID-19 Patients
title_short Metabolic Reprogramming in SARS-CoV-2 Infection Impacts the Outcome of COVID-19 Patients
title_sort metabolic reprogramming in sars-cov-2 infection impacts the outcome of covid-19 patients
topic Immunology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9634751/
https://www.ncbi.nlm.nih.gov/pubmed/36341434
http://dx.doi.org/10.3389/fimmu.2022.936106
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