Metabolomic diferences between COVID-19 and H1N1 influenza induced ARDS

Abstract Background Acute respiratory distress syndrome (ARDS) is a type of respiratory failure characterized by lung inflammation and pulmonary edema. Coronavirus disease 2019 (COVID-19) is associated with ARDS in the more severe cases. This study aimed to compare the specificity of the metabolic a...

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Autores principales: Jose Angel Lorente, Nicolas Nin, Palmira Villa, Dovami Vasco, Ana B. Miguel-Coello, Ignacio Rodriguez, Raquel Herrero, Oscar Peñuelas, Jesús Ruiz-Cabello, Jose L. Izquierdo-Garcia
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Publicado: BMC 2021
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NMR
Acceso en línea:https://doaj.org/article/d6eef2591bc247b29c05ac488662bac9
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spelling oai:doaj.org-article:d6eef2591bc247b29c05ac488662bac92021-11-21T12:02:46ZMetabolomic diferences between COVID-19 and H1N1 influenza induced ARDS10.1186/s13054-021-03810-31364-8535https://doaj.org/article/d6eef2591bc247b29c05ac488662bac92021-11-01T00:00:00Zhttps://doi.org/10.1186/s13054-021-03810-3https://doaj.org/toc/1364-8535Abstract Background Acute respiratory distress syndrome (ARDS) is a type of respiratory failure characterized by lung inflammation and pulmonary edema. Coronavirus disease 2019 (COVID-19) is associated with ARDS in the more severe cases. This study aimed to compare the specificity of the metabolic alterations induced by COVID-19 or Influenza A pneumonia (IAP) in ARDS. Methods Eighteen patients with ARDS due to COVID-19 and twenty patients with ARDS due to IAP, admitted to the intensive care unit. ARDS was defined as in the American-European Consensus Conference. As compared with patients with COVID-19, patients with IAP were younger and received more often noradrenaline to maintain a mean arterial pressure > 65 mm Hg. Serum samples were analyzed by Nuclear Magnetic Resonance Spectroscopy. Multivariate Statistical Analyses were used to identify metabolic differences between groups. Metabolic pathway analysis was performed to identify the most relevant pathways involved in ARDS development. Results ARDS due to COVID-19 or to IAP induces a different regulation of amino acids metabolism, lipid metabolism, glycolysis, and anaplerotic metabolism. COVID‐19 causes a significant energy supply deficit that induces supplementary energy-generating pathways. In contrast, IAP patients suffer more marked inflammatory and oxidative stress responses. The classificatory model discriminated against the cause of pneumonia with a success rate of 100%. Conclusions Our findings support the concept that ARDS is associated with a characteristic metabolomic profile that may discriminate patients with ARDS of different etiologies, being a potential biomarker for the diagnosis, prognosis, and management of this condition. Graphical AbstractJose Angel LorenteNicolas NinPalmira VillaDovami VascoAna B. Miguel-CoelloIgnacio RodriguezRaquel HerreroOscar PeñuelasJesús Ruiz-CabelloJose L. Izquierdo-GarciaBMCarticleARDSCOVID-19H1N1 influenzaMetabolomicsNMRDiagnosisMedical emergencies. Critical care. Intensive care. First aidRC86-88.9ENCritical Care, Vol 25, Iss 1, Pp 1-11 (2021)
institution DOAJ
collection DOAJ
language EN
topic ARDS
COVID-19
H1N1 influenza
Metabolomics
NMR
Diagnosis
Medical emergencies. Critical care. Intensive care. First aid
RC86-88.9
spellingShingle ARDS
COVID-19
H1N1 influenza
Metabolomics
NMR
Diagnosis
Medical emergencies. Critical care. Intensive care. First aid
RC86-88.9
Jose Angel Lorente
Nicolas Nin
Palmira Villa
Dovami Vasco
Ana B. Miguel-Coello
Ignacio Rodriguez
Raquel Herrero
Oscar Peñuelas
Jesús Ruiz-Cabello
Jose L. Izquierdo-Garcia
Metabolomic diferences between COVID-19 and H1N1 influenza induced ARDS
description Abstract Background Acute respiratory distress syndrome (ARDS) is a type of respiratory failure characterized by lung inflammation and pulmonary edema. Coronavirus disease 2019 (COVID-19) is associated with ARDS in the more severe cases. This study aimed to compare the specificity of the metabolic alterations induced by COVID-19 or Influenza A pneumonia (IAP) in ARDS. Methods Eighteen patients with ARDS due to COVID-19 and twenty patients with ARDS due to IAP, admitted to the intensive care unit. ARDS was defined as in the American-European Consensus Conference. As compared with patients with COVID-19, patients with IAP were younger and received more often noradrenaline to maintain a mean arterial pressure > 65 mm Hg. Serum samples were analyzed by Nuclear Magnetic Resonance Spectroscopy. Multivariate Statistical Analyses were used to identify metabolic differences between groups. Metabolic pathway analysis was performed to identify the most relevant pathways involved in ARDS development. Results ARDS due to COVID-19 or to IAP induces a different regulation of amino acids metabolism, lipid metabolism, glycolysis, and anaplerotic metabolism. COVID‐19 causes a significant energy supply deficit that induces supplementary energy-generating pathways. In contrast, IAP patients suffer more marked inflammatory and oxidative stress responses. The classificatory model discriminated against the cause of pneumonia with a success rate of 100%. Conclusions Our findings support the concept that ARDS is associated with a characteristic metabolomic profile that may discriminate patients with ARDS of different etiologies, being a potential biomarker for the diagnosis, prognosis, and management of this condition. Graphical Abstract
format article
author Jose Angel Lorente
Nicolas Nin
Palmira Villa
Dovami Vasco
Ana B. Miguel-Coello
Ignacio Rodriguez
Raquel Herrero
Oscar Peñuelas
Jesús Ruiz-Cabello
Jose L. Izquierdo-Garcia
author_facet Jose Angel Lorente
Nicolas Nin
Palmira Villa
Dovami Vasco
Ana B. Miguel-Coello
Ignacio Rodriguez
Raquel Herrero
Oscar Peñuelas
Jesús Ruiz-Cabello
Jose L. Izquierdo-Garcia
author_sort Jose Angel Lorente
title Metabolomic diferences between COVID-19 and H1N1 influenza induced ARDS
title_short Metabolomic diferences between COVID-19 and H1N1 influenza induced ARDS
title_full Metabolomic diferences between COVID-19 and H1N1 influenza induced ARDS
title_fullStr Metabolomic diferences between COVID-19 and H1N1 influenza induced ARDS
title_full_unstemmed Metabolomic diferences between COVID-19 and H1N1 influenza induced ARDS
title_sort metabolomic diferences between covid-19 and h1n1 influenza induced ards
publisher BMC
publishDate 2021
url https://doaj.org/article/d6eef2591bc247b29c05ac488662bac9
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