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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...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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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. |
format | Online Article Text |
id | pubmed-8306049 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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