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Utility of laboratory and immune biomarkers in predicting disease progression and mortality among patients with moderate to severe COVID-19 disease at a Philippine tertiary hospital
PURPOSE: This study was performed to determine the clinical biomarkers and cytokines that may be associated with disease progression and in-hospital mortality in a cohort of hospitalized patients with RT-PCR confirmed moderate to severe COVID-19 infection from October 2020 to September 2021, during...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10011458/ https://www.ncbi.nlm.nih.gov/pubmed/36926338 http://dx.doi.org/10.3389/fimmu.2023.1123497 |
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author | Punzalan, Felix Eduardo R. Aherrera, Jaime Alfonso M. de Paz-Silava, Sheriah Laine M. Mondragon, Alric V. Malundo, Anna Flor G. Tan, Joanne Jennifer E. Tantengco, Ourlad Alzeus G. Quebral, Elgin Paul B. Uy, Mary Nadine Alessandra R. Lintao, Ryan C. V. Dela Rosa, Jared Gabriel L. Mercado, Maria Elizabeth P. Avenilla, Krisha Camille Poblete, Jonnel B. Albay, Albert B. David-Wang, Aileen S. Alejandria, Marissa M. |
author_facet | Punzalan, Felix Eduardo R. Aherrera, Jaime Alfonso M. de Paz-Silava, Sheriah Laine M. Mondragon, Alric V. Malundo, Anna Flor G. Tan, Joanne Jennifer E. Tantengco, Ourlad Alzeus G. Quebral, Elgin Paul B. Uy, Mary Nadine Alessandra R. Lintao, Ryan C. V. Dela Rosa, Jared Gabriel L. Mercado, Maria Elizabeth P. Avenilla, Krisha Camille Poblete, Jonnel B. Albay, Albert B. David-Wang, Aileen S. Alejandria, Marissa M. |
author_sort | Punzalan, Felix Eduardo R. |
collection | PubMed |
description | PURPOSE: This study was performed to determine the clinical biomarkers and cytokines that may be associated with disease progression and in-hospital mortality in a cohort of hospitalized patients with RT-PCR confirmed moderate to severe COVID-19 infection from October 2020 to September 2021, during the first wave of COVID-19 pandemic before the advent of vaccination. PATIENTS AND METHODS: Clinical profile was obtained from the medical records. Laboratory parameters (complete blood count [CBC], albumin, LDH, CRP, ferritin, D-dimer, and procalcitonin) and serum concentrations of cytokines (IL-1β, IL-2, IL-4, IL-6, IL-8, IL-10, IL-18, IFN-γ, IP-10, TNF-α) were measured on Days 0-3, 4-10, 11-14 and beyond Day 14 from the onset of illness. Regression analysis was done to determine the association of the clinical laboratory biomarkers and cytokines with the primary outcomes of disease progression and mortality. ROC curves were generated to determine the predictive performance of the cytokines. RESULTS: We included 400 hospitalized patients with COVID-19 infection, 69% had severe to critical COVID-19 on admission. Disease progression occurred in 139 (35%) patients, while 18% of the total cohort died (73 out of 400). High D-dimer >1 µg/mL (RR 3.5 95%CI 1.83–6.69), elevated LDH >359.5 U/L (RR 1.85 95%CI 1.05–3.25), lymphopenia (RR 1.91 95%CI 1.14–3.19), and hypoalbuminemia (RR 2.67, 95%CI 1.05–6.78) were significantly associated with disease progression. High D-dimer (RR 3.95, 95%CI 1.62–9.61) and high LDH (RR 5.43, 95%CI 2.39–12.37) were also significantly associated with increased risk of in-hospital mortality. Nonsurvivors had significantly higher IP-10 levels at 0 to 3, 4 to 10, and 11 to 14 days from illness onset (p<0.01), IL-6 levels at 0 to 3 days of illness (p=0.03) and IL-18 levels at days 11-14 of illness (p<0.001) compared to survivors. IP-10 had the best predictive performance for disease progression at days 0-3 (AUC 0.81, 95%CI: 0.68–0.95), followed by IL-6 at 11-14 days of illness (AUC 0.67, 95%CI: 0.61–0.73). IP-10 predicted mortality at 11-14 days of illness (AUC 0.77, 95%CI: 0.70–0.84), and IL-6 beyond 14 days of illness (AUC 0.75, 95%CI: 0.68–0.82). CONCLUSION: Elevated D-dimer, elevated LDH, lymphopenia and hypoalbuminemia are prognostic markers of disease progression. High IP-10 and IL-6 within the 14 days of illness herald disease progression. Additionally, elevated D-dimer and LDH, high IP-10, IL-6 and IL-18 were also associated with mortality. Timely utilization of these biomarkers can guide clinical monitoring and management decisions for COVID-19 patients in the Philippines. |
format | Online Article Text |
id | pubmed-10011458 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-100114582023-03-15 Utility of laboratory and immune biomarkers in predicting disease progression and mortality among patients with moderate to severe COVID-19 disease at a Philippine tertiary hospital Punzalan, Felix Eduardo R. Aherrera, Jaime Alfonso M. de Paz-Silava, Sheriah Laine M. Mondragon, Alric V. Malundo, Anna Flor G. Tan, Joanne Jennifer E. Tantengco, Ourlad Alzeus G. Quebral, Elgin Paul B. Uy, Mary Nadine Alessandra R. Lintao, Ryan C. V. Dela Rosa, Jared Gabriel L. Mercado, Maria Elizabeth P. Avenilla, Krisha Camille Poblete, Jonnel B. Albay, Albert B. David-Wang, Aileen S. Alejandria, Marissa M. Front Immunol Immunology PURPOSE: This study was performed to determine the clinical biomarkers and cytokines that may be associated with disease progression and in-hospital mortality in a cohort of hospitalized patients with RT-PCR confirmed moderate to severe COVID-19 infection from October 2020 to September 2021, during the first wave of COVID-19 pandemic before the advent of vaccination. PATIENTS AND METHODS: Clinical profile was obtained from the medical records. Laboratory parameters (complete blood count [CBC], albumin, LDH, CRP, ferritin, D-dimer, and procalcitonin) and serum concentrations of cytokines (IL-1β, IL-2, IL-4, IL-6, IL-8, IL-10, IL-18, IFN-γ, IP-10, TNF-α) were measured on Days 0-3, 4-10, 11-14 and beyond Day 14 from the onset of illness. Regression analysis was done to determine the association of the clinical laboratory biomarkers and cytokines with the primary outcomes of disease progression and mortality. ROC curves were generated to determine the predictive performance of the cytokines. RESULTS: We included 400 hospitalized patients with COVID-19 infection, 69% had severe to critical COVID-19 on admission. Disease progression occurred in 139 (35%) patients, while 18% of the total cohort died (73 out of 400). High D-dimer >1 µg/mL (RR 3.5 95%CI 1.83–6.69), elevated LDH >359.5 U/L (RR 1.85 95%CI 1.05–3.25), lymphopenia (RR 1.91 95%CI 1.14–3.19), and hypoalbuminemia (RR 2.67, 95%CI 1.05–6.78) were significantly associated with disease progression. High D-dimer (RR 3.95, 95%CI 1.62–9.61) and high LDH (RR 5.43, 95%CI 2.39–12.37) were also significantly associated with increased risk of in-hospital mortality. Nonsurvivors had significantly higher IP-10 levels at 0 to 3, 4 to 10, and 11 to 14 days from illness onset (p<0.01), IL-6 levels at 0 to 3 days of illness (p=0.03) and IL-18 levels at days 11-14 of illness (p<0.001) compared to survivors. IP-10 had the best predictive performance for disease progression at days 0-3 (AUC 0.81, 95%CI: 0.68–0.95), followed by IL-6 at 11-14 days of illness (AUC 0.67, 95%CI: 0.61–0.73). IP-10 predicted mortality at 11-14 days of illness (AUC 0.77, 95%CI: 0.70–0.84), and IL-6 beyond 14 days of illness (AUC 0.75, 95%CI: 0.68–0.82). CONCLUSION: Elevated D-dimer, elevated LDH, lymphopenia and hypoalbuminemia are prognostic markers of disease progression. High IP-10 and IL-6 within the 14 days of illness herald disease progression. Additionally, elevated D-dimer and LDH, high IP-10, IL-6 and IL-18 were also associated with mortality. Timely utilization of these biomarkers can guide clinical monitoring and management decisions for COVID-19 patients in the Philippines. Frontiers Media S.A. 2023-02-28 /pmc/articles/PMC10011458/ /pubmed/36926338 http://dx.doi.org/10.3389/fimmu.2023.1123497 Text en Copyright © 2023 Punzalan, Aherrera, de Paz-Silava, Mondragon, Malundo, Tan, Tantengco, Quebral, Uy, Lintao, Dela Rosa, Mercado, Avenilla, Poblete, Albay, David-Wang and Alejandria 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 | Immunology Punzalan, Felix Eduardo R. Aherrera, Jaime Alfonso M. de Paz-Silava, Sheriah Laine M. Mondragon, Alric V. Malundo, Anna Flor G. Tan, Joanne Jennifer E. Tantengco, Ourlad Alzeus G. Quebral, Elgin Paul B. Uy, Mary Nadine Alessandra R. Lintao, Ryan C. V. Dela Rosa, Jared Gabriel L. Mercado, Maria Elizabeth P. Avenilla, Krisha Camille Poblete, Jonnel B. Albay, Albert B. David-Wang, Aileen S. Alejandria, Marissa M. Utility of laboratory and immune biomarkers in predicting disease progression and mortality among patients with moderate to severe COVID-19 disease at a Philippine tertiary hospital |
title | Utility of laboratory and immune biomarkers in predicting disease progression and mortality among patients with moderate to severe COVID-19 disease at a Philippine tertiary hospital |
title_full | Utility of laboratory and immune biomarkers in predicting disease progression and mortality among patients with moderate to severe COVID-19 disease at a Philippine tertiary hospital |
title_fullStr | Utility of laboratory and immune biomarkers in predicting disease progression and mortality among patients with moderate to severe COVID-19 disease at a Philippine tertiary hospital |
title_full_unstemmed | Utility of laboratory and immune biomarkers in predicting disease progression and mortality among patients with moderate to severe COVID-19 disease at a Philippine tertiary hospital |
title_short | Utility of laboratory and immune biomarkers in predicting disease progression and mortality among patients with moderate to severe COVID-19 disease at a Philippine tertiary hospital |
title_sort | utility of laboratory and immune biomarkers in predicting disease progression and mortality among patients with moderate to severe covid-19 disease at a philippine tertiary hospital |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10011458/ https://www.ncbi.nlm.nih.gov/pubmed/36926338 http://dx.doi.org/10.3389/fimmu.2023.1123497 |
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