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Coagulation biomarkers and coronavirus disease 2019 phenotyping: a prospective cohort study
BACKGROUND: Because severe acute respiratory syndrome coronarivus 2 (SARS-CoV-2) leads to severe conditions and thrombus formation, evaluation of the coagulation markers is important in determining the prognosis and phenotyping of patients with COVID-19. METHODS: In a prospective study that included...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10375602/ https://www.ncbi.nlm.nih.gov/pubmed/37507773 http://dx.doi.org/10.1186/s12959-023-00524-0 |
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author | Corneo, Emily Garbelotto, Rafael Prestes, Gabriele Girardi, Carolina Saibro Santos, Lucas Moreira, Jose Claudio Fonseca Gelain, Daniel Pens Westphal, Glauco A. Kupek, Emil Walz, Roger Ritter, Cristiane Dal-Pizzol, Felipe |
author_facet | Corneo, Emily Garbelotto, Rafael Prestes, Gabriele Girardi, Carolina Saibro Santos, Lucas Moreira, Jose Claudio Fonseca Gelain, Daniel Pens Westphal, Glauco A. Kupek, Emil Walz, Roger Ritter, Cristiane Dal-Pizzol, Felipe |
author_sort | Corneo, Emily |
collection | PubMed |
description | BACKGROUND: Because severe acute respiratory syndrome coronarivus 2 (SARS-CoV-2) leads to severe conditions and thrombus formation, evaluation of the coagulation markers is important in determining the prognosis and phenotyping of patients with COVID-19. METHODS: In a prospective study that included 213 COVID-19 patients admitted to the intensive care unit (ICU) the levels of antithrombin, C-reactive protein (CRP); factors XI, XII, XIII; prothrombin and D-dimer were measured. Spearman’s correlation coefficient was used to assess the pairwise correlations between the biomarkers. Hierarchical and non-hierarchical cluster analysis was performed using the levels of biomarkers to identify patients´ phenotypes. Multivariate binary regression was used to determine the association of the patient´s outcome with clinical variables and biomarker levels. RESULTS: The levels of factors XI and XIII were significantly higher in patients with less severe COVID-19, while factor XIII and antithrombin levels were significantly associated with mortality. These coagulation biomarkers were associated with the in-hospital survival of COVID-19 patients over and above the core clinical factors on admission. Hierarchical cluster analysis showed a cluster between factor XIII and antithrombin, and this hierarchical cluster was extended to CRP in the next step. Furthermore, a non-hierarchical K-means cluster analysis was performed, and two phenotypes were identified based on the CRP and antithrombin levels independently of clinical variables and were associated with mortality. CONCLUSION: Coagulation biomarkers were associated with in-hospital survival of COVID-19 patients. Lower levels of factors XI, XII and XIII and prothrombin were associated with disease severity, while higher levels of both CRP and antithrombin clustered with worse prognosis. These results suggest the role of coagulation abnormalities in the development of COVID-19 and open the perspective of identifying subgroups of patients who would benefit more from interventions focused on regulating coagulation. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12959-023-00524-0. |
format | Online Article Text |
id | pubmed-10375602 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-103756022023-07-29 Coagulation biomarkers and coronavirus disease 2019 phenotyping: a prospective cohort study Corneo, Emily Garbelotto, Rafael Prestes, Gabriele Girardi, Carolina Saibro Santos, Lucas Moreira, Jose Claudio Fonseca Gelain, Daniel Pens Westphal, Glauco A. Kupek, Emil Walz, Roger Ritter, Cristiane Dal-Pizzol, Felipe Thromb J Research BACKGROUND: Because severe acute respiratory syndrome coronarivus 2 (SARS-CoV-2) leads to severe conditions and thrombus formation, evaluation of the coagulation markers is important in determining the prognosis and phenotyping of patients with COVID-19. METHODS: In a prospective study that included 213 COVID-19 patients admitted to the intensive care unit (ICU) the levels of antithrombin, C-reactive protein (CRP); factors XI, XII, XIII; prothrombin and D-dimer were measured. Spearman’s correlation coefficient was used to assess the pairwise correlations between the biomarkers. Hierarchical and non-hierarchical cluster analysis was performed using the levels of biomarkers to identify patients´ phenotypes. Multivariate binary regression was used to determine the association of the patient´s outcome with clinical variables and biomarker levels. RESULTS: The levels of factors XI and XIII were significantly higher in patients with less severe COVID-19, while factor XIII and antithrombin levels were significantly associated with mortality. These coagulation biomarkers were associated with the in-hospital survival of COVID-19 patients over and above the core clinical factors on admission. Hierarchical cluster analysis showed a cluster between factor XIII and antithrombin, and this hierarchical cluster was extended to CRP in the next step. Furthermore, a non-hierarchical K-means cluster analysis was performed, and two phenotypes were identified based on the CRP and antithrombin levels independently of clinical variables and were associated with mortality. CONCLUSION: Coagulation biomarkers were associated with in-hospital survival of COVID-19 patients. Lower levels of factors XI, XII and XIII and prothrombin were associated with disease severity, while higher levels of both CRP and antithrombin clustered with worse prognosis. These results suggest the role of coagulation abnormalities in the development of COVID-19 and open the perspective of identifying subgroups of patients who would benefit more from interventions focused on regulating coagulation. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12959-023-00524-0. BioMed Central 2023-07-28 /pmc/articles/PMC10375602/ /pubmed/37507773 http://dx.doi.org/10.1186/s12959-023-00524-0 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Corneo, Emily Garbelotto, Rafael Prestes, Gabriele Girardi, Carolina Saibro Santos, Lucas Moreira, Jose Claudio Fonseca Gelain, Daniel Pens Westphal, Glauco A. Kupek, Emil Walz, Roger Ritter, Cristiane Dal-Pizzol, Felipe Coagulation biomarkers and coronavirus disease 2019 phenotyping: a prospective cohort study |
title | Coagulation biomarkers and coronavirus disease 2019 phenotyping: a prospective cohort study |
title_full | Coagulation biomarkers and coronavirus disease 2019 phenotyping: a prospective cohort study |
title_fullStr | Coagulation biomarkers and coronavirus disease 2019 phenotyping: a prospective cohort study |
title_full_unstemmed | Coagulation biomarkers and coronavirus disease 2019 phenotyping: a prospective cohort study |
title_short | Coagulation biomarkers and coronavirus disease 2019 phenotyping: a prospective cohort study |
title_sort | coagulation biomarkers and coronavirus disease 2019 phenotyping: a prospective cohort study |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10375602/ https://www.ncbi.nlm.nih.gov/pubmed/37507773 http://dx.doi.org/10.1186/s12959-023-00524-0 |
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