Cargando…
The Combined Use of Cytokine Serum Values with Laboratory Parameters Improves Mortality Prediction of COVID-19 Patients: The Interleukin-15-to-Albumin Ratio
Laboratory parameters display limited accuracy in predicting mortality in coronavirus disease 2019 (COVID-19) patients, as with serum albumin. Emerging evidence suggests that cytokine serum values may enhance the predictive capacity of albumin, especially interleukin (IL)-15. We thus investigated wh...
Autores principales: | , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8539806/ https://www.ncbi.nlm.nih.gov/pubmed/34683480 http://dx.doi.org/10.3390/microorganisms9102159 |
_version_ | 1784588835906125824 |
---|---|
author | Rizo-Téllez, Salma A. Méndez-García, Lucia A. Rivera-Rugeles, Ana C. Miranda-García, Marcela Manjarrez-Reyna, Aarón N. Viurcos-Sanabria, Rebeca Solleiro-Villavicencio, Helena Becerril-Villanueva, Enrique Carrillo-Ruíz, José D. Cota-Arce, Julian M. Álvarez-Lee, Angélica De León-Nava, Marco A. Escobedo, Galileo |
author_facet | Rizo-Téllez, Salma A. Méndez-García, Lucia A. Rivera-Rugeles, Ana C. Miranda-García, Marcela Manjarrez-Reyna, Aarón N. Viurcos-Sanabria, Rebeca Solleiro-Villavicencio, Helena Becerril-Villanueva, Enrique Carrillo-Ruíz, José D. Cota-Arce, Julian M. Álvarez-Lee, Angélica De León-Nava, Marco A. Escobedo, Galileo |
author_sort | Rizo-Téllez, Salma A. |
collection | PubMed |
description | Laboratory parameters display limited accuracy in predicting mortality in coronavirus disease 2019 (COVID-19) patients, as with serum albumin. Emerging evidence suggests that cytokine serum values may enhance the predictive capacity of albumin, especially interleukin (IL)-15. We thus investigated whether the use of the IL-15-to-albumin ratio enables improving mortality prediction at hospital admission in a large group of COVID-19 patients. In this prospective cross-sectional study, we enrolled and followed up three hundred and seventy-eight patients with a COVID-19 diagnosis until hospital discharge or death. Two hundred and fifty-five patients survived, whereas one hundred and twenty-three died. Student’s T-test revealed that non-survivors had a significant two-fold increase in the IL-15-to-albumin ratio compared to survivors (167.3 ± 63.8 versus 74.2 ± 28.5), a difference that was more evident than that found for IL-15 or albumin separately. Likewise, mortality prediction considerably improved when using the IL-15-to-albumin ratio with a cut-off point > 105.4, exhibiting an area under the receiver operating characteristic curve of 0.841 (95% Confidence Interval, 0.725–0.922, p < 0.001). As we outlined here, this is the first study showing that combining IL-15 serum values with albumin improves mortality prediction in COVID-19 patients. |
format | Online Article Text |
id | pubmed-8539806 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-85398062021-10-24 The Combined Use of Cytokine Serum Values with Laboratory Parameters Improves Mortality Prediction of COVID-19 Patients: The Interleukin-15-to-Albumin Ratio Rizo-Téllez, Salma A. Méndez-García, Lucia A. Rivera-Rugeles, Ana C. Miranda-García, Marcela Manjarrez-Reyna, Aarón N. Viurcos-Sanabria, Rebeca Solleiro-Villavicencio, Helena Becerril-Villanueva, Enrique Carrillo-Ruíz, José D. Cota-Arce, Julian M. Álvarez-Lee, Angélica De León-Nava, Marco A. Escobedo, Galileo Microorganisms Article Laboratory parameters display limited accuracy in predicting mortality in coronavirus disease 2019 (COVID-19) patients, as with serum albumin. Emerging evidence suggests that cytokine serum values may enhance the predictive capacity of albumin, especially interleukin (IL)-15. We thus investigated whether the use of the IL-15-to-albumin ratio enables improving mortality prediction at hospital admission in a large group of COVID-19 patients. In this prospective cross-sectional study, we enrolled and followed up three hundred and seventy-eight patients with a COVID-19 diagnosis until hospital discharge or death. Two hundred and fifty-five patients survived, whereas one hundred and twenty-three died. Student’s T-test revealed that non-survivors had a significant two-fold increase in the IL-15-to-albumin ratio compared to survivors (167.3 ± 63.8 versus 74.2 ± 28.5), a difference that was more evident than that found for IL-15 or albumin separately. Likewise, mortality prediction considerably improved when using the IL-15-to-albumin ratio with a cut-off point > 105.4, exhibiting an area under the receiver operating characteristic curve of 0.841 (95% Confidence Interval, 0.725–0.922, p < 0.001). As we outlined here, this is the first study showing that combining IL-15 serum values with albumin improves mortality prediction in COVID-19 patients. MDPI 2021-10-16 /pmc/articles/PMC8539806/ /pubmed/34683480 http://dx.doi.org/10.3390/microorganisms9102159 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 Rizo-Téllez, Salma A. Méndez-García, Lucia A. Rivera-Rugeles, Ana C. Miranda-García, Marcela Manjarrez-Reyna, Aarón N. Viurcos-Sanabria, Rebeca Solleiro-Villavicencio, Helena Becerril-Villanueva, Enrique Carrillo-Ruíz, José D. Cota-Arce, Julian M. Álvarez-Lee, Angélica De León-Nava, Marco A. Escobedo, Galileo The Combined Use of Cytokine Serum Values with Laboratory Parameters Improves Mortality Prediction of COVID-19 Patients: The Interleukin-15-to-Albumin Ratio |
title | The Combined Use of Cytokine Serum Values with Laboratory Parameters Improves Mortality Prediction of COVID-19 Patients: The Interleukin-15-to-Albumin Ratio |
title_full | The Combined Use of Cytokine Serum Values with Laboratory Parameters Improves Mortality Prediction of COVID-19 Patients: The Interleukin-15-to-Albumin Ratio |
title_fullStr | The Combined Use of Cytokine Serum Values with Laboratory Parameters Improves Mortality Prediction of COVID-19 Patients: The Interleukin-15-to-Albumin Ratio |
title_full_unstemmed | The Combined Use of Cytokine Serum Values with Laboratory Parameters Improves Mortality Prediction of COVID-19 Patients: The Interleukin-15-to-Albumin Ratio |
title_short | The Combined Use of Cytokine Serum Values with Laboratory Parameters Improves Mortality Prediction of COVID-19 Patients: The Interleukin-15-to-Albumin Ratio |
title_sort | combined use of cytokine serum values with laboratory parameters improves mortality prediction of covid-19 patients: the interleukin-15-to-albumin ratio |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8539806/ https://www.ncbi.nlm.nih.gov/pubmed/34683480 http://dx.doi.org/10.3390/microorganisms9102159 |
work_keys_str_mv | AT rizotellezsalmaa thecombineduseofcytokineserumvalueswithlaboratoryparametersimprovesmortalitypredictionofcovid19patientstheinterleukin15toalbuminratio AT mendezgarcialuciaa thecombineduseofcytokineserumvalueswithlaboratoryparametersimprovesmortalitypredictionofcovid19patientstheinterleukin15toalbuminratio AT riverarugelesanac thecombineduseofcytokineserumvalueswithlaboratoryparametersimprovesmortalitypredictionofcovid19patientstheinterleukin15toalbuminratio AT mirandagarciamarcela thecombineduseofcytokineserumvalueswithlaboratoryparametersimprovesmortalitypredictionofcovid19patientstheinterleukin15toalbuminratio AT manjarrezreynaaaronn thecombineduseofcytokineserumvalueswithlaboratoryparametersimprovesmortalitypredictionofcovid19patientstheinterleukin15toalbuminratio AT viurcossanabriarebeca thecombineduseofcytokineserumvalueswithlaboratoryparametersimprovesmortalitypredictionofcovid19patientstheinterleukin15toalbuminratio AT solleirovillavicenciohelena thecombineduseofcytokineserumvalueswithlaboratoryparametersimprovesmortalitypredictionofcovid19patientstheinterleukin15toalbuminratio AT becerrilvillanuevaenrique thecombineduseofcytokineserumvalueswithlaboratoryparametersimprovesmortalitypredictionofcovid19patientstheinterleukin15toalbuminratio AT carrilloruizjosed thecombineduseofcytokineserumvalueswithlaboratoryparametersimprovesmortalitypredictionofcovid19patientstheinterleukin15toalbuminratio AT cotaarcejulianm thecombineduseofcytokineserumvalueswithlaboratoryparametersimprovesmortalitypredictionofcovid19patientstheinterleukin15toalbuminratio AT alvarezleeangelica thecombineduseofcytokineserumvalueswithlaboratoryparametersimprovesmortalitypredictionofcovid19patientstheinterleukin15toalbuminratio AT deleonnavamarcoa thecombineduseofcytokineserumvalueswithlaboratoryparametersimprovesmortalitypredictionofcovid19patientstheinterleukin15toalbuminratio AT escobedogalileo thecombineduseofcytokineserumvalueswithlaboratoryparametersimprovesmortalitypredictionofcovid19patientstheinterleukin15toalbuminratio AT rizotellezsalmaa combineduseofcytokineserumvalueswithlaboratoryparametersimprovesmortalitypredictionofcovid19patientstheinterleukin15toalbuminratio AT mendezgarcialuciaa combineduseofcytokineserumvalueswithlaboratoryparametersimprovesmortalitypredictionofcovid19patientstheinterleukin15toalbuminratio AT riverarugelesanac combineduseofcytokineserumvalueswithlaboratoryparametersimprovesmortalitypredictionofcovid19patientstheinterleukin15toalbuminratio AT mirandagarciamarcela combineduseofcytokineserumvalueswithlaboratoryparametersimprovesmortalitypredictionofcovid19patientstheinterleukin15toalbuminratio AT manjarrezreynaaaronn combineduseofcytokineserumvalueswithlaboratoryparametersimprovesmortalitypredictionofcovid19patientstheinterleukin15toalbuminratio AT viurcossanabriarebeca combineduseofcytokineserumvalueswithlaboratoryparametersimprovesmortalitypredictionofcovid19patientstheinterleukin15toalbuminratio AT solleirovillavicenciohelena combineduseofcytokineserumvalueswithlaboratoryparametersimprovesmortalitypredictionofcovid19patientstheinterleukin15toalbuminratio AT becerrilvillanuevaenrique combineduseofcytokineserumvalueswithlaboratoryparametersimprovesmortalitypredictionofcovid19patientstheinterleukin15toalbuminratio AT carrilloruizjosed combineduseofcytokineserumvalueswithlaboratoryparametersimprovesmortalitypredictionofcovid19patientstheinterleukin15toalbuminratio AT cotaarcejulianm combineduseofcytokineserumvalueswithlaboratoryparametersimprovesmortalitypredictionofcovid19patientstheinterleukin15toalbuminratio AT alvarezleeangelica combineduseofcytokineserumvalueswithlaboratoryparametersimprovesmortalitypredictionofcovid19patientstheinterleukin15toalbuminratio AT deleonnavamarcoa combineduseofcytokineserumvalueswithlaboratoryparametersimprovesmortalitypredictionofcovid19patientstheinterleukin15toalbuminratio AT escobedogalileo combineduseofcytokineserumvalueswithlaboratoryparametersimprovesmortalitypredictionofcovid19patientstheinterleukin15toalbuminratio |