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Prognostic Values of Serum Ferritin and D-Dimer Trajectory in Patients with COVID-19
Cytokine storm syndrome in patients with COVID-19 is mediated by pro-inflammatory cytokines resulting in acute lung injury and multiorgan failure. Elevation in serum ferritin and D-dimer is observed in COVID-19 patients. To determine prognostic values of optimal serum cutoff with trajectory plots fo...
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/PMC7998367/ https://www.ncbi.nlm.nih.gov/pubmed/33807920 http://dx.doi.org/10.3390/v13030419 |
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author | Qeadan, Fares Tingey, Benjamin Gu, Lily Y. Packard, Ashley Hafen Erdei, Esther Saeed, Ali I. |
author_facet | Qeadan, Fares Tingey, Benjamin Gu, Lily Y. Packard, Ashley Hafen Erdei, Esther Saeed, Ali I. |
author_sort | Qeadan, Fares |
collection | PubMed |
description | Cytokine storm syndrome in patients with COVID-19 is mediated by pro-inflammatory cytokines resulting in acute lung injury and multiorgan failure. Elevation in serum ferritin and D-dimer is observed in COVID-19 patients. To determine prognostic values of optimal serum cutoff with trajectory plots for both serum ferritin and D-dimer in COVID-19 patients with invasive ventilator dependence and in-hospital mortality. We used retrospective longitudinal data from the Cerner COVID-19 de-identified cohort. COVID-19 infected patients with valid repeated values of serum ferritin and D-dimer during hospitalization were used in mixed-effects logistic-regression models. Among 52,411 patients, 28.5% (14,958) had valid serum ferritin and 28.6% (15,005) D-dimer laboratory results. Optimal cutoffs of ferritin (714 ng/mL) and D-dimer (2.1 mg/L) revealed AUCs ≥ 0.99 for in-hospital mortality. Optimal cutoffs for ferritin (502 ng/mL) and D-dimer (2.0 mg/L) revealed AUCs ≥ 0.99 for invasive ventilator dependence. Optimal cutoffs for in-house mortality, among females, were lower in serum ferritin (433 ng/mL) and D-dimer (1.9 mg/L) compared to males (740 ng/mL and 2.5 mg/L, respectively). Optimal cutoffs for invasive ventilator dependence, among females, were lower in ferritin (270 ng/mL) and D-dimer (1.3 mg/L) compared to males (860 ng/mL and 2.3 mg/L, respectively). Optimal prognostic cutoffs for serum ferritin and D-dimer require considering the entire trajectory of laboratory values during the disease course. Females have an overall lower optimal cutoff for both serum ferritin and D-dimer. The presented research allows health professionals to predict clinical outcomes and appropriate allocation of resources during the COVID-19 pandemic, especially early recognition of COVID-19 patients needing higher levels of care. |
format | Online Article Text |
id | pubmed-7998367 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-79983672021-03-28 Prognostic Values of Serum Ferritin and D-Dimer Trajectory in Patients with COVID-19 Qeadan, Fares Tingey, Benjamin Gu, Lily Y. Packard, Ashley Hafen Erdei, Esther Saeed, Ali I. Viruses Article Cytokine storm syndrome in patients with COVID-19 is mediated by pro-inflammatory cytokines resulting in acute lung injury and multiorgan failure. Elevation in serum ferritin and D-dimer is observed in COVID-19 patients. To determine prognostic values of optimal serum cutoff with trajectory plots for both serum ferritin and D-dimer in COVID-19 patients with invasive ventilator dependence and in-hospital mortality. We used retrospective longitudinal data from the Cerner COVID-19 de-identified cohort. COVID-19 infected patients with valid repeated values of serum ferritin and D-dimer during hospitalization were used in mixed-effects logistic-regression models. Among 52,411 patients, 28.5% (14,958) had valid serum ferritin and 28.6% (15,005) D-dimer laboratory results. Optimal cutoffs of ferritin (714 ng/mL) and D-dimer (2.1 mg/L) revealed AUCs ≥ 0.99 for in-hospital mortality. Optimal cutoffs for ferritin (502 ng/mL) and D-dimer (2.0 mg/L) revealed AUCs ≥ 0.99 for invasive ventilator dependence. Optimal cutoffs for in-house mortality, among females, were lower in serum ferritin (433 ng/mL) and D-dimer (1.9 mg/L) compared to males (740 ng/mL and 2.5 mg/L, respectively). Optimal cutoffs for invasive ventilator dependence, among females, were lower in ferritin (270 ng/mL) and D-dimer (1.3 mg/L) compared to males (860 ng/mL and 2.3 mg/L, respectively). Optimal prognostic cutoffs for serum ferritin and D-dimer require considering the entire trajectory of laboratory values during the disease course. Females have an overall lower optimal cutoff for both serum ferritin and D-dimer. The presented research allows health professionals to predict clinical outcomes and appropriate allocation of resources during the COVID-19 pandemic, especially early recognition of COVID-19 patients needing higher levels of care. MDPI 2021-03-05 /pmc/articles/PMC7998367/ /pubmed/33807920 http://dx.doi.org/10.3390/v13030419 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 (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ). |
spellingShingle | Article Qeadan, Fares Tingey, Benjamin Gu, Lily Y. Packard, Ashley Hafen Erdei, Esther Saeed, Ali I. Prognostic Values of Serum Ferritin and D-Dimer Trajectory in Patients with COVID-19 |
title | Prognostic Values of Serum Ferritin and D-Dimer Trajectory in Patients with COVID-19 |
title_full | Prognostic Values of Serum Ferritin and D-Dimer Trajectory in Patients with COVID-19 |
title_fullStr | Prognostic Values of Serum Ferritin and D-Dimer Trajectory in Patients with COVID-19 |
title_full_unstemmed | Prognostic Values of Serum Ferritin and D-Dimer Trajectory in Patients with COVID-19 |
title_short | Prognostic Values of Serum Ferritin and D-Dimer Trajectory in Patients with COVID-19 |
title_sort | prognostic values of serum ferritin and d-dimer trajectory in patients with covid-19 |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7998367/ https://www.ncbi.nlm.nih.gov/pubmed/33807920 http://dx.doi.org/10.3390/v13030419 |
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