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Hematological- and Immunological-Related Biomarkers to Characterize Patients with COVID-19 from Other Viral Respiratory Diseases

COVID-19 has overloaded health system worldwide; thus, it demanded a triage method for an efficient and early discrimination of patients with COVID-19. The objective of this research was to perform a model based on commonly requested hematological variables for an early featuring of patients with CO...

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Autores principales: Suárez-Del-Villar-Carrero, Rafael, Martinez-Urbistondo, Diego, Cuevas-Sierra, Amanda, Ibañez-Sustacha, Iciar, Candela-Fernandez, Alberto, Dominguez-Calvo, Andrea, Ramos-Lopez, Omar, Vargas, Juan Antonio, Reglero, Guillermo, Villares-Fernandez, Paula, Martinez, Jose Alfredo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9267806/
https://www.ncbi.nlm.nih.gov/pubmed/35806866
http://dx.doi.org/10.3390/jcm11133578
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author Suárez-Del-Villar-Carrero, Rafael
Martinez-Urbistondo, Diego
Cuevas-Sierra, Amanda
Ibañez-Sustacha, Iciar
Candela-Fernandez, Alberto
Dominguez-Calvo, Andrea
Ramos-Lopez, Omar
Vargas, Juan Antonio
Reglero, Guillermo
Villares-Fernandez, Paula
Martinez, Jose Alfredo
author_facet Suárez-Del-Villar-Carrero, Rafael
Martinez-Urbistondo, Diego
Cuevas-Sierra, Amanda
Ibañez-Sustacha, Iciar
Candela-Fernandez, Alberto
Dominguez-Calvo, Andrea
Ramos-Lopez, Omar
Vargas, Juan Antonio
Reglero, Guillermo
Villares-Fernandez, Paula
Martinez, Jose Alfredo
author_sort Suárez-Del-Villar-Carrero, Rafael
collection PubMed
description COVID-19 has overloaded health system worldwide; thus, it demanded a triage method for an efficient and early discrimination of patients with COVID-19. The objective of this research was to perform a model based on commonly requested hematological variables for an early featuring of patients with COVID-19 form other viral pneumonia. This investigation enrolled 951 patients (mean of age 68 and 56% of male) who underwent a PCR test for respiratory viruses between January 2019 and January 2020, and those who underwent a PCR test for detection of SARS-CoV-2 between February 2020 and October 2020. A comparative analysis of the population according to PCR tests and logistic regression model was performed. A total of 10 variables were found for the characterization of COVID-19: age, sex, anemia, immunosuppression, C-reactive protein, chronic obstructive pulmonary disease, cardiorespiratory disease, metastasis, leukocytes and monocytes. The ROC curve revealed a sensitivity and specificity of 75%. A deep analysis showed low levels of leukocytes in COVID-19-positive patients, which could be used as a primary outcome of COVID-19 detection. In conclusion, this investigation found that commonly requested laboratory variables are able to help physicians to distinguish COVID-19 and perform a quick stratification of patients into different prognostic categories.
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spelling pubmed-92678062022-07-09 Hematological- and Immunological-Related Biomarkers to Characterize Patients with COVID-19 from Other Viral Respiratory Diseases Suárez-Del-Villar-Carrero, Rafael Martinez-Urbistondo, Diego Cuevas-Sierra, Amanda Ibañez-Sustacha, Iciar Candela-Fernandez, Alberto Dominguez-Calvo, Andrea Ramos-Lopez, Omar Vargas, Juan Antonio Reglero, Guillermo Villares-Fernandez, Paula Martinez, Jose Alfredo J Clin Med Article COVID-19 has overloaded health system worldwide; thus, it demanded a triage method for an efficient and early discrimination of patients with COVID-19. The objective of this research was to perform a model based on commonly requested hematological variables for an early featuring of patients with COVID-19 form other viral pneumonia. This investigation enrolled 951 patients (mean of age 68 and 56% of male) who underwent a PCR test for respiratory viruses between January 2019 and January 2020, and those who underwent a PCR test for detection of SARS-CoV-2 between February 2020 and October 2020. A comparative analysis of the population according to PCR tests and logistic regression model was performed. A total of 10 variables were found for the characterization of COVID-19: age, sex, anemia, immunosuppression, C-reactive protein, chronic obstructive pulmonary disease, cardiorespiratory disease, metastasis, leukocytes and monocytes. The ROC curve revealed a sensitivity and specificity of 75%. A deep analysis showed low levels of leukocytes in COVID-19-positive patients, which could be used as a primary outcome of COVID-19 detection. In conclusion, this investigation found that commonly requested laboratory variables are able to help physicians to distinguish COVID-19 and perform a quick stratification of patients into different prognostic categories. MDPI 2022-06-21 /pmc/articles/PMC9267806/ /pubmed/35806866 http://dx.doi.org/10.3390/jcm11133578 Text en © 2022 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
Suárez-Del-Villar-Carrero, Rafael
Martinez-Urbistondo, Diego
Cuevas-Sierra, Amanda
Ibañez-Sustacha, Iciar
Candela-Fernandez, Alberto
Dominguez-Calvo, Andrea
Ramos-Lopez, Omar
Vargas, Juan Antonio
Reglero, Guillermo
Villares-Fernandez, Paula
Martinez, Jose Alfredo
Hematological- and Immunological-Related Biomarkers to Characterize Patients with COVID-19 from Other Viral Respiratory Diseases
title Hematological- and Immunological-Related Biomarkers to Characterize Patients with COVID-19 from Other Viral Respiratory Diseases
title_full Hematological- and Immunological-Related Biomarkers to Characterize Patients with COVID-19 from Other Viral Respiratory Diseases
title_fullStr Hematological- and Immunological-Related Biomarkers to Characterize Patients with COVID-19 from Other Viral Respiratory Diseases
title_full_unstemmed Hematological- and Immunological-Related Biomarkers to Characterize Patients with COVID-19 from Other Viral Respiratory Diseases
title_short Hematological- and Immunological-Related Biomarkers to Characterize Patients with COVID-19 from Other Viral Respiratory Diseases
title_sort hematological- and immunological-related biomarkers to characterize patients with covid-19 from other viral respiratory diseases
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9267806/
https://www.ncbi.nlm.nih.gov/pubmed/35806866
http://dx.doi.org/10.3390/jcm11133578
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