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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...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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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. |
format | Online Article Text |
id | pubmed-9634751 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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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