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Inflammatory markers are poorly predictive of clinical outcomes among hospitalized patients with COVID-19
BACKGROUND: Inflammatory markers are often elevated in patients with COVID-19. The objective of this study is to assess the prognostic capability of these tests in predicting clinical outcomes. METHODS: This was a retrospective cohort study including all patients at least 16 years old with COVID-19...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7685065/ https://www.ncbi.nlm.nih.gov/pubmed/33280969 http://dx.doi.org/10.1016/j.ajem.2020.11.038 |
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author | Barrett, Brendan Pamphile, Styve Yang, Fan Naeem, Farnia Kim, Jinsung Annam, Jayabhargav Borczuk, Rachel Yellin, Shira Bass, Carly Fowler, Sabrina Mosheyev, Maykl Mayer, Yael Jessica Friedman, Benjamin W. |
author_facet | Barrett, Brendan Pamphile, Styve Yang, Fan Naeem, Farnia Kim, Jinsung Annam, Jayabhargav Borczuk, Rachel Yellin, Shira Bass, Carly Fowler, Sabrina Mosheyev, Maykl Mayer, Yael Jessica Friedman, Benjamin W. |
author_sort | Barrett, Brendan |
collection | PubMed |
description | BACKGROUND: Inflammatory markers are often elevated in patients with COVID-19. The objective of this study is to assess the prognostic capability of these tests in predicting clinical outcomes. METHODS: This was a retrospective cohort study including all patients at least 16 years old with COVID-19 who were admitted from one of five Emergency Departments between March 6th and April 4th, 2020. We included 1123 laboratory-confirmed cases of COVID-19. We analyzed white blood cell count (WBC), absolute lymphocyte count (ALC), lactate dehydrogenase (LDH), C-reactive protein (CRP), procalcitonin (PCT), D-dimer, ferritin, and erythrocyte sedimentation rate (ESR). We looked at clinical outcomes including death, the need for endotracheal intubation (ETT), the need for renal replacement therapy (RRT), and ICU admission. We report Spearman's ρ(2) and statistical significance for each correlation with outcomes. We also report positive predictive value, negative predictive value, sensitivity, specificity, positive likelihood ratios, and negative likelihood ratios. RESULTS: The mean age of our patient population was 62 (SD 16). Thirty-seven percent of patients self-reported Spanish/Hispanic/Latino ethnicity, 47% reported their race as Black or African-American, and 10% reported their race as non-Hispanic white. Inter-rater reliability was 96%. There was no laboratory value that had both sensitivity and specificity of at least 0.90, or that had a positive predictive value and negative predictive value of at least 0.90, or that had likelihood ratios that could reliably predict a severe course of disease. CONCLUSION: Inflammatory markers drawn within 48 h of arrival, though often correlated with clinical outcomes, are not individually highly predictive of which patients in a predominantly older and minority population will die or require intubation, RRT, or ICU admission. |
format | Online Article Text |
id | pubmed-7685065 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-76850652020-11-25 Inflammatory markers are poorly predictive of clinical outcomes among hospitalized patients with COVID-19 Barrett, Brendan Pamphile, Styve Yang, Fan Naeem, Farnia Kim, Jinsung Annam, Jayabhargav Borczuk, Rachel Yellin, Shira Bass, Carly Fowler, Sabrina Mosheyev, Maykl Mayer, Yael Jessica Friedman, Benjamin W. Am J Emerg Med Article BACKGROUND: Inflammatory markers are often elevated in patients with COVID-19. The objective of this study is to assess the prognostic capability of these tests in predicting clinical outcomes. METHODS: This was a retrospective cohort study including all patients at least 16 years old with COVID-19 who were admitted from one of five Emergency Departments between March 6th and April 4th, 2020. We included 1123 laboratory-confirmed cases of COVID-19. We analyzed white blood cell count (WBC), absolute lymphocyte count (ALC), lactate dehydrogenase (LDH), C-reactive protein (CRP), procalcitonin (PCT), D-dimer, ferritin, and erythrocyte sedimentation rate (ESR). We looked at clinical outcomes including death, the need for endotracheal intubation (ETT), the need for renal replacement therapy (RRT), and ICU admission. We report Spearman's ρ(2) and statistical significance for each correlation with outcomes. We also report positive predictive value, negative predictive value, sensitivity, specificity, positive likelihood ratios, and negative likelihood ratios. RESULTS: The mean age of our patient population was 62 (SD 16). Thirty-seven percent of patients self-reported Spanish/Hispanic/Latino ethnicity, 47% reported their race as Black or African-American, and 10% reported their race as non-Hispanic white. Inter-rater reliability was 96%. There was no laboratory value that had both sensitivity and specificity of at least 0.90, or that had a positive predictive value and negative predictive value of at least 0.90, or that had likelihood ratios that could reliably predict a severe course of disease. CONCLUSION: Inflammatory markers drawn within 48 h of arrival, though often correlated with clinical outcomes, are not individually highly predictive of which patients in a predominantly older and minority population will die or require intubation, RRT, or ICU admission. Elsevier Inc. 2021-08 2020-11-24 /pmc/articles/PMC7685065/ /pubmed/33280969 http://dx.doi.org/10.1016/j.ajem.2020.11.038 Text en © 2020 Elsevier Inc. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Barrett, Brendan Pamphile, Styve Yang, Fan Naeem, Farnia Kim, Jinsung Annam, Jayabhargav Borczuk, Rachel Yellin, Shira Bass, Carly Fowler, Sabrina Mosheyev, Maykl Mayer, Yael Jessica Friedman, Benjamin W. Inflammatory markers are poorly predictive of clinical outcomes among hospitalized patients with COVID-19 |
title | Inflammatory markers are poorly predictive of clinical outcomes among hospitalized patients with COVID-19 |
title_full | Inflammatory markers are poorly predictive of clinical outcomes among hospitalized patients with COVID-19 |
title_fullStr | Inflammatory markers are poorly predictive of clinical outcomes among hospitalized patients with COVID-19 |
title_full_unstemmed | Inflammatory markers are poorly predictive of clinical outcomes among hospitalized patients with COVID-19 |
title_short | Inflammatory markers are poorly predictive of clinical outcomes among hospitalized patients with COVID-19 |
title_sort | inflammatory markers are poorly predictive of clinical outcomes among hospitalized patients with covid-19 |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7685065/ https://www.ncbi.nlm.nih.gov/pubmed/33280969 http://dx.doi.org/10.1016/j.ajem.2020.11.038 |
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