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Age-Adjusted Endothelial Activation and Stress Index for Coronavirus Disease 2019 at Admission Is a Reliable Predictor for 28-Day Mortality in Hospitalized Patients With Coronavirus Disease 2019
Background: Endothelial Activation and Stress Index (EASIX) predict death in patients undergoing allogeneic hematopoietic stem cell transplantation who develop endothelial complications. Because coronavirus disease 2019 (COVID-19) patients also have coagulopathy and endotheliitis, we aimed to assess...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8455820/ https://www.ncbi.nlm.nih.gov/pubmed/34568391 http://dx.doi.org/10.3389/fmed.2021.736028 |
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author | Pérez-García, Felipe Bailén, Rebeca Torres-Macho, Juan Fernández-Rodríguez, Amanda Jiménez-Sousa, Maria Ángeles Jiménez, Eva Pérez-Butragueño, Mario Cuadros-González, Juan Cadiñanos, Julen García-García, Irene Jiménez-González, María Ryan, Pablo Resino, Salvador |
author_facet | Pérez-García, Felipe Bailén, Rebeca Torres-Macho, Juan Fernández-Rodríguez, Amanda Jiménez-Sousa, Maria Ángeles Jiménez, Eva Pérez-Butragueño, Mario Cuadros-González, Juan Cadiñanos, Julen García-García, Irene Jiménez-González, María Ryan, Pablo Resino, Salvador |
author_sort | Pérez-García, Felipe |
collection | PubMed |
description | Background: Endothelial Activation and Stress Index (EASIX) predict death in patients undergoing allogeneic hematopoietic stem cell transplantation who develop endothelial complications. Because coronavirus disease 2019 (COVID-19) patients also have coagulopathy and endotheliitis, we aimed to assess whether EASIX predicts death within 28 days in hospitalized COVID-19 patients. Methods: We performed a retrospective study on COVID-19 patients from two different cohorts [derivation (n = 1,200 patients) and validation (n = 1,830 patients)]. The endpoint was death within 28 days. The main factors were EASIX [(lactate dehydrogenase (*) creatinine)/thrombocytes] and aEASIX-COVID (EASIX (*) age), which were log(2)-transformed for analysis. Results: Log(2)-EASIX and log(2)-aEASIX-COVID were independently associated with an increased risk of death in both cohorts (p < 0.001). Log(2)-aEASIX-COVID showed a good predictive performance for 28-day mortality both in the derivation cohort (area under the receiver-operating characteristic = 0.827) and in the validation cohort (area under the receiver-operating characteristic = 0.820), with better predictive performance than log(2)-EASIX (p < 0.001). For log(2) aEASIX-COVID, patients with low/moderate risk (<6) had a 28-day mortality probability of 5.3% [95% confidence interval (95% CI) = 4–6.5%], high (6–7) of 17.2% (95% CI = 14.7–19.6%), and very high (>7) of 47.6% (95% CI = 44.2–50.9%). The cutoff of log(2) aEASIX-COVID = 6 showed a positive predictive value of 31.7% and negative predictive value of 94.7%, and log(2) aEASIX-COVID = 7 showed a positive predictive value of 47.6% and negative predictive value of 89.8%. Conclusion: Both EASIX and aEASIX-COVID were associated with death within 28 days in hospitalized COVID-19 patients. However, aEASIX-COVID had significantly better predictive performance than EASIX, particularly for discarding death. Thus, aEASIX-COVID could be a reliable predictor of death that could help to manage COVID-19 patients. |
format | Online Article Text |
id | pubmed-8455820 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-84558202021-09-23 Age-Adjusted Endothelial Activation and Stress Index for Coronavirus Disease 2019 at Admission Is a Reliable Predictor for 28-Day Mortality in Hospitalized Patients With Coronavirus Disease 2019 Pérez-García, Felipe Bailén, Rebeca Torres-Macho, Juan Fernández-Rodríguez, Amanda Jiménez-Sousa, Maria Ángeles Jiménez, Eva Pérez-Butragueño, Mario Cuadros-González, Juan Cadiñanos, Julen García-García, Irene Jiménez-González, María Ryan, Pablo Resino, Salvador Front Med (Lausanne) Medicine Background: Endothelial Activation and Stress Index (EASIX) predict death in patients undergoing allogeneic hematopoietic stem cell transplantation who develop endothelial complications. Because coronavirus disease 2019 (COVID-19) patients also have coagulopathy and endotheliitis, we aimed to assess whether EASIX predicts death within 28 days in hospitalized COVID-19 patients. Methods: We performed a retrospective study on COVID-19 patients from two different cohorts [derivation (n = 1,200 patients) and validation (n = 1,830 patients)]. The endpoint was death within 28 days. The main factors were EASIX [(lactate dehydrogenase (*) creatinine)/thrombocytes] and aEASIX-COVID (EASIX (*) age), which were log(2)-transformed for analysis. Results: Log(2)-EASIX and log(2)-aEASIX-COVID were independently associated with an increased risk of death in both cohorts (p < 0.001). Log(2)-aEASIX-COVID showed a good predictive performance for 28-day mortality both in the derivation cohort (area under the receiver-operating characteristic = 0.827) and in the validation cohort (area under the receiver-operating characteristic = 0.820), with better predictive performance than log(2)-EASIX (p < 0.001). For log(2) aEASIX-COVID, patients with low/moderate risk (<6) had a 28-day mortality probability of 5.3% [95% confidence interval (95% CI) = 4–6.5%], high (6–7) of 17.2% (95% CI = 14.7–19.6%), and very high (>7) of 47.6% (95% CI = 44.2–50.9%). The cutoff of log(2) aEASIX-COVID = 6 showed a positive predictive value of 31.7% and negative predictive value of 94.7%, and log(2) aEASIX-COVID = 7 showed a positive predictive value of 47.6% and negative predictive value of 89.8%. Conclusion: Both EASIX and aEASIX-COVID were associated with death within 28 days in hospitalized COVID-19 patients. However, aEASIX-COVID had significantly better predictive performance than EASIX, particularly for discarding death. Thus, aEASIX-COVID could be a reliable predictor of death that could help to manage COVID-19 patients. Frontiers Media S.A. 2021-09-08 /pmc/articles/PMC8455820/ /pubmed/34568391 http://dx.doi.org/10.3389/fmed.2021.736028 Text en Copyright © 2021 Pérez-García, Bailén, Torres-Macho, Fernández-Rodríguez, Jiménez-Sousa, Jiménez, Pérez-Butragueño, Cuadros-González, Cadiñanos, García-García, Jiménez-González, Ryan and Resino. 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 | Medicine Pérez-García, Felipe Bailén, Rebeca Torres-Macho, Juan Fernández-Rodríguez, Amanda Jiménez-Sousa, Maria Ángeles Jiménez, Eva Pérez-Butragueño, Mario Cuadros-González, Juan Cadiñanos, Julen García-García, Irene Jiménez-González, María Ryan, Pablo Resino, Salvador Age-Adjusted Endothelial Activation and Stress Index for Coronavirus Disease 2019 at Admission Is a Reliable Predictor for 28-Day Mortality in Hospitalized Patients With Coronavirus Disease 2019 |
title | Age-Adjusted Endothelial Activation and Stress Index for Coronavirus Disease 2019 at Admission Is a Reliable Predictor for 28-Day Mortality in Hospitalized Patients With Coronavirus Disease 2019 |
title_full | Age-Adjusted Endothelial Activation and Stress Index for Coronavirus Disease 2019 at Admission Is a Reliable Predictor for 28-Day Mortality in Hospitalized Patients With Coronavirus Disease 2019 |
title_fullStr | Age-Adjusted Endothelial Activation and Stress Index for Coronavirus Disease 2019 at Admission Is a Reliable Predictor for 28-Day Mortality in Hospitalized Patients With Coronavirus Disease 2019 |
title_full_unstemmed | Age-Adjusted Endothelial Activation and Stress Index for Coronavirus Disease 2019 at Admission Is a Reliable Predictor for 28-Day Mortality in Hospitalized Patients With Coronavirus Disease 2019 |
title_short | Age-Adjusted Endothelial Activation and Stress Index for Coronavirus Disease 2019 at Admission Is a Reliable Predictor for 28-Day Mortality in Hospitalized Patients With Coronavirus Disease 2019 |
title_sort | age-adjusted endothelial activation and stress index for coronavirus disease 2019 at admission is a reliable predictor for 28-day mortality in hospitalized patients with coronavirus disease 2019 |
topic | Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8455820/ https://www.ncbi.nlm.nih.gov/pubmed/34568391 http://dx.doi.org/10.3389/fmed.2021.736028 |
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