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Proinflammatory and Hepatic Features Related to Morbidity and Fatal Outcomes in COVID-19 Patients

Objective: to screen putative associations between liver markers and proinflammatory-related features concerning infectious morbidity and fatal outcomes in COVID-19 patients. Methods: a total of 2094 COVID-19 positive patients from the COVID-DATA-SAFE-LIFES cohort (HM hospitals consortium) were clas...

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Autores principales: Ramos-Lopez, Omar, San-Cristobal, Rodrigo, Martinez-Urbistondo, Diego, Micó, Víctor, Colmenarejo, Gonzalo, Villares-Fernandez, Paula, Daimiel, Lidia, Martinez, J. Alfredo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8306049/
https://www.ncbi.nlm.nih.gov/pubmed/34300279
http://dx.doi.org/10.3390/jcm10143112
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author Ramos-Lopez, Omar
San-Cristobal, Rodrigo
Martinez-Urbistondo, Diego
Micó, Víctor
Colmenarejo, Gonzalo
Villares-Fernandez, Paula
Daimiel, Lidia
Martinez, J. Alfredo
author_facet Ramos-Lopez, Omar
San-Cristobal, Rodrigo
Martinez-Urbistondo, Diego
Micó, Víctor
Colmenarejo, Gonzalo
Villares-Fernandez, Paula
Daimiel, Lidia
Martinez, J. Alfredo
author_sort Ramos-Lopez, Omar
collection PubMed
description Objective: to screen putative associations between liver markers and proinflammatory-related features concerning infectious morbidity and fatal outcomes in COVID-19 patients. Methods: a total of 2094 COVID-19 positive patients from the COVID-DATA-SAFE-LIFES cohort (HM hospitals consortium) were classified according to median values of hepatic, inflammatory, and clinical indicators. Logistic regression models were fitted and ROC cures were generated to explain disease severity and mortality. Results: intensive care unit (ICU) assistance plus death outcomes were associated with liver dysfunction, hyperinflammation, respiratory insufficiency, and higher associated comorbidities. Four models including age, sex, neutrophils, D-dimer, oxygen saturation lower than 92%, C-reactive protein (CRP), Charlson Comorbidity Index (CCI), FIB-4 and interactions with CRP, neutrophils, and CCI explained ICU plus death variance in more than 28%. The predictive values of ROC curves were: FIB-4 (0.7339), AST/ALT ratio (0.7107), CRP (0.7003), CCI index (0.6778), neutrophils (0.6772), and platelets (0.5618) concerning ICU plus death outcomes. Conclusions: the results of this research revealed that liver and proinflammatory features are important determinants of COVID-19 morbidity and fatal outcomes, which could improve the current understanding of the COVID-19 physiopathology as well as to facilitate the clinical management and therapy decision-making of this disease under a personalized medicine scope.
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spelling pubmed-83060492021-07-25 Proinflammatory and Hepatic Features Related to Morbidity and Fatal Outcomes in COVID-19 Patients Ramos-Lopez, Omar San-Cristobal, Rodrigo Martinez-Urbistondo, Diego Micó, Víctor Colmenarejo, Gonzalo Villares-Fernandez, Paula Daimiel, Lidia Martinez, J. Alfredo J Clin Med Article Objective: to screen putative associations between liver markers and proinflammatory-related features concerning infectious morbidity and fatal outcomes in COVID-19 patients. Methods: a total of 2094 COVID-19 positive patients from the COVID-DATA-SAFE-LIFES cohort (HM hospitals consortium) were classified according to median values of hepatic, inflammatory, and clinical indicators. Logistic regression models were fitted and ROC cures were generated to explain disease severity and mortality. Results: intensive care unit (ICU) assistance plus death outcomes were associated with liver dysfunction, hyperinflammation, respiratory insufficiency, and higher associated comorbidities. Four models including age, sex, neutrophils, D-dimer, oxygen saturation lower than 92%, C-reactive protein (CRP), Charlson Comorbidity Index (CCI), FIB-4 and interactions with CRP, neutrophils, and CCI explained ICU plus death variance in more than 28%. The predictive values of ROC curves were: FIB-4 (0.7339), AST/ALT ratio (0.7107), CRP (0.7003), CCI index (0.6778), neutrophils (0.6772), and platelets (0.5618) concerning ICU plus death outcomes. Conclusions: the results of this research revealed that liver and proinflammatory features are important determinants of COVID-19 morbidity and fatal outcomes, which could improve the current understanding of the COVID-19 physiopathology as well as to facilitate the clinical management and therapy decision-making of this disease under a personalized medicine scope. MDPI 2021-07-15 /pmc/articles/PMC8306049/ /pubmed/34300279 http://dx.doi.org/10.3390/jcm10143112 Text en © 2021 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
Ramos-Lopez, Omar
San-Cristobal, Rodrigo
Martinez-Urbistondo, Diego
Micó, Víctor
Colmenarejo, Gonzalo
Villares-Fernandez, Paula
Daimiel, Lidia
Martinez, J. Alfredo
Proinflammatory and Hepatic Features Related to Morbidity and Fatal Outcomes in COVID-19 Patients
title Proinflammatory and Hepatic Features Related to Morbidity and Fatal Outcomes in COVID-19 Patients
title_full Proinflammatory and Hepatic Features Related to Morbidity and Fatal Outcomes in COVID-19 Patients
title_fullStr Proinflammatory and Hepatic Features Related to Morbidity and Fatal Outcomes in COVID-19 Patients
title_full_unstemmed Proinflammatory and Hepatic Features Related to Morbidity and Fatal Outcomes in COVID-19 Patients
title_short Proinflammatory and Hepatic Features Related to Morbidity and Fatal Outcomes in COVID-19 Patients
title_sort proinflammatory and hepatic features related to morbidity and fatal outcomes in covid-19 patients
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8306049/
https://www.ncbi.nlm.nih.gov/pubmed/34300279
http://dx.doi.org/10.3390/jcm10143112
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