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Evaluation of Cytokines as Robust Diagnostic Biomarkers for COVID-19 Detection
Antigen tests or polymerase chain reaction (PCR) amplification are currently COVID-19 diagnostic tools. However, developing complementary diagnosis tools is mandatory. Thus, we performed a plasma cytokine array in COVID-19 patients to identify novel diagnostic biomarkers. A discovery–validation stud...
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/PMC8303564/ https://www.ncbi.nlm.nih.gov/pubmed/34357148 http://dx.doi.org/10.3390/jpm11070681 |
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author | Tamayo-Velasco, Álvaro Peñarrubia-Ponce, María Jesús Álvarez, Francisco Javier Gonzalo-Benito, Hugo de la Fuente, Ignacio Martín-Fernández, Marta Eiros, José María Martínez-Paz, Pedro Miramontes-González, José Pablo Fiz-López, Aida Arribas-Rodríguez, Elisa Cal-Sabater, Paloma Aller, Rocío Dueñas, Carlos Heredia-Rodríguez, María Tamayo, Eduardo Bernardo, David Gómez-Sánchez, Esther |
author_facet | Tamayo-Velasco, Álvaro Peñarrubia-Ponce, María Jesús Álvarez, Francisco Javier Gonzalo-Benito, Hugo de la Fuente, Ignacio Martín-Fernández, Marta Eiros, José María Martínez-Paz, Pedro Miramontes-González, José Pablo Fiz-López, Aida Arribas-Rodríguez, Elisa Cal-Sabater, Paloma Aller, Rocío Dueñas, Carlos Heredia-Rodríguez, María Tamayo, Eduardo Bernardo, David Gómez-Sánchez, Esther |
author_sort | Tamayo-Velasco, Álvaro |
collection | PubMed |
description | Antigen tests or polymerase chain reaction (PCR) amplification are currently COVID-19 diagnostic tools. However, developing complementary diagnosis tools is mandatory. Thus, we performed a plasma cytokine array in COVID-19 patients to identify novel diagnostic biomarkers. A discovery–validation study in two independent prospective cohorts was performed. The discovery cohort included 136 COVID-19 and non-COVID-19 patients recruited consecutively from 24 March to 11 April 2020. Forty-five cytokines’ quantification by the MAGPIX system (Luminex Corp., Austin, TX, USA) was performed in plasma samples. The validation cohort included 117 patients recruited consecutively from 15 to 25 April 2020 for validating results by ELISA. COVID-19 patients showed different levels of multiple cytokines compared to non-COVID-19 patients. A single chemokine, IP-10, accurately identified COVID-19 patients who required hospital admission (AUC: 0.962; 95%CI (0.933–0.992); p < 0.001)). The results were validated in an independent cohort by multivariable analysis (OR: 25.573; 95%CI (8.127–80.469); p < 0.001) and AUROC (AUC: 0.900; 95%CI (0.846–0.954); p < 0.001). Moreover, showing IP-10 plasma levels over 173.35 pg/mL identified COVID-19 with higher sensitivity (86.20%) than the first SARS-CoV-2 PCR. Our discover–validation study identified IP-10 as a robust biomarker in clinical practice for COVID-19 diagnosis at hospital. Therefore, IP-10 could be used as a complementary tool in clinical practice, especially in emergency departments. |
format | Online Article Text |
id | pubmed-8303564 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-83035642021-07-25 Evaluation of Cytokines as Robust Diagnostic Biomarkers for COVID-19 Detection Tamayo-Velasco, Álvaro Peñarrubia-Ponce, María Jesús Álvarez, Francisco Javier Gonzalo-Benito, Hugo de la Fuente, Ignacio Martín-Fernández, Marta Eiros, José María Martínez-Paz, Pedro Miramontes-González, José Pablo Fiz-López, Aida Arribas-Rodríguez, Elisa Cal-Sabater, Paloma Aller, Rocío Dueñas, Carlos Heredia-Rodríguez, María Tamayo, Eduardo Bernardo, David Gómez-Sánchez, Esther J Pers Med Article Antigen tests or polymerase chain reaction (PCR) amplification are currently COVID-19 diagnostic tools. However, developing complementary diagnosis tools is mandatory. Thus, we performed a plasma cytokine array in COVID-19 patients to identify novel diagnostic biomarkers. A discovery–validation study in two independent prospective cohorts was performed. The discovery cohort included 136 COVID-19 and non-COVID-19 patients recruited consecutively from 24 March to 11 April 2020. Forty-five cytokines’ quantification by the MAGPIX system (Luminex Corp., Austin, TX, USA) was performed in plasma samples. The validation cohort included 117 patients recruited consecutively from 15 to 25 April 2020 for validating results by ELISA. COVID-19 patients showed different levels of multiple cytokines compared to non-COVID-19 patients. A single chemokine, IP-10, accurately identified COVID-19 patients who required hospital admission (AUC: 0.962; 95%CI (0.933–0.992); p < 0.001)). The results were validated in an independent cohort by multivariable analysis (OR: 25.573; 95%CI (8.127–80.469); p < 0.001) and AUROC (AUC: 0.900; 95%CI (0.846–0.954); p < 0.001). Moreover, showing IP-10 plasma levels over 173.35 pg/mL identified COVID-19 with higher sensitivity (86.20%) than the first SARS-CoV-2 PCR. Our discover–validation study identified IP-10 as a robust biomarker in clinical practice for COVID-19 diagnosis at hospital. Therefore, IP-10 could be used as a complementary tool in clinical practice, especially in emergency departments. MDPI 2021-07-20 /pmc/articles/PMC8303564/ /pubmed/34357148 http://dx.doi.org/10.3390/jpm11070681 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 Tamayo-Velasco, Álvaro Peñarrubia-Ponce, María Jesús Álvarez, Francisco Javier Gonzalo-Benito, Hugo de la Fuente, Ignacio Martín-Fernández, Marta Eiros, José María Martínez-Paz, Pedro Miramontes-González, José Pablo Fiz-López, Aida Arribas-Rodríguez, Elisa Cal-Sabater, Paloma Aller, Rocío Dueñas, Carlos Heredia-Rodríguez, María Tamayo, Eduardo Bernardo, David Gómez-Sánchez, Esther Evaluation of Cytokines as Robust Diagnostic Biomarkers for COVID-19 Detection |
title | Evaluation of Cytokines as Robust Diagnostic Biomarkers for COVID-19 Detection |
title_full | Evaluation of Cytokines as Robust Diagnostic Biomarkers for COVID-19 Detection |
title_fullStr | Evaluation of Cytokines as Robust Diagnostic Biomarkers for COVID-19 Detection |
title_full_unstemmed | Evaluation of Cytokines as Robust Diagnostic Biomarkers for COVID-19 Detection |
title_short | Evaluation of Cytokines as Robust Diagnostic Biomarkers for COVID-19 Detection |
title_sort | evaluation of cytokines as robust diagnostic biomarkers for covid-19 detection |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8303564/ https://www.ncbi.nlm.nih.gov/pubmed/34357148 http://dx.doi.org/10.3390/jpm11070681 |
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