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60. New Prognostic Markers for COVID-19 Disease
BACKGROUND: A few COVID-19 related retrospective studies have established that older age, elevated neutrophil-lymphocyte ratio (NLR), and decreased lymphocyte-CRP ratio (LCR) were associated with worse outcome. Herein, we aim to identify new prognostic markers associated with mortality. METHODS: We...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7777428/ http://dx.doi.org/10.1093/ofid/ofaa439.370 |
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author | Ramahi, Amr Chan, Kok Hoe Prabhakar, Laxminarayan Farouji, Iyad Thimmareddygari, Divya DaCosta, Theodore R Chittamuri, Sahithi Patel, Kinjal D Poudel, Bishnu Omour, Bader I Al Paige, Amy Joseph, Ormena Patel, Khamoshi Bhavsar, Nilam Shaaban, Hamid S Slim, Jihad |
author_facet | Ramahi, Amr Chan, Kok Hoe Prabhakar, Laxminarayan Farouji, Iyad Thimmareddygari, Divya DaCosta, Theodore R Chittamuri, Sahithi Patel, Kinjal D Poudel, Bishnu Omour, Bader I Al Paige, Amy Joseph, Ormena Patel, Khamoshi Bhavsar, Nilam Shaaban, Hamid S Slim, Jihad |
author_sort | Ramahi, Amr |
collection | PubMed |
description | BACKGROUND: A few COVID-19 related retrospective studies have established that older age, elevated neutrophil-lymphocyte ratio (NLR), and decreased lymphocyte-CRP ratio (LCR) were associated with worse outcome. Herein, we aim to identify new prognostic markers associated with mortality. METHODS: We conducted a retrospective hospital cohort study on patients ≥ 18 years old with confirmed COVID-19, who were admitted to our hospital between 03/15/2020 and 05/25/2020. Study individuals were recruited if they had a complete CBC profile and inflammatory markers such as CRP, ferritin, D-dimer and LDH, as well as a well-defined clinical outcomes (discharged alive or expired). Demographic, clinical and laboratory data were reviewed and retrieved. Univariate and multivariate logistic regression methods were employed to identify prognostic markers associated with mortality. RESULTS: Out of the 344 confirmed COVID-19 hospitalized patients during the study period, 31 who did not have a complete blood profile were excluded; 303 patients were included in the study, 89 (29%) expired, and 214 (71%) were discharged alive. Demographic analysis was tabulated in Table 1. The univariate analysis showed a significant association of death with absolute neutrophil count (ANC, p=0.022), NLR (p=002), neutrophil-monocyte ratio (NMR, p=< 0.0001), LCR (p=0.007), lymphocyte-LDH ratio (LLR, p=< 0.0001), lymphocyte-D-dimer ratio (LDR, p=< 0.0001), lymphocyte-ferritin ratio (LFR, p=< 0.0001), and platelets (p=0.037) with mortality. With multivariable logistic regression analysis, the only values that had an odds of survival were high LDR (odds ratio [OR] 1.763; 95% confidence interval [CI], 1.20–2.69), and a high LFR (OR 1.136, CI 1.01–1.34). We further build up a model which can predict >85% mortality in our cohorts with the utilization of D-dimer (>500 ng/ml), Ferritin (>200 ng/ml), LDR (< 1.6), LFR (< 4) and ANC (>2.5). This new model has a ROC of 0.68 (p< 0.0001). [Image: see text] CONCLUSION: This retrospective cohort study of hospitalized patients with COVID-19 suggests LDR and LFR as potential independent prognostic indicators. A new model with combination of D-dimer, Ferritin, LDR, LFR and ANC, was able to predict >85% mortality in our cohort with ROC of 0.68, it will need to be validated in a prospective cohort study. DISCLOSURES: Jihad Slim, MD, Abbvie (Speaker’s Bureau)Gilead (Speaker’s Bureau)Jansen (Speaker’s Bureau)Merck (Speaker’s Bureau)ViiV (Speaker’s Bureau) |
format | Online Article Text |
id | pubmed-7777428 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-77774282021-01-07 60. New Prognostic Markers for COVID-19 Disease Ramahi, Amr Chan, Kok Hoe Prabhakar, Laxminarayan Farouji, Iyad Thimmareddygari, Divya DaCosta, Theodore R Chittamuri, Sahithi Patel, Kinjal D Poudel, Bishnu Omour, Bader I Al Paige, Amy Joseph, Ormena Patel, Khamoshi Bhavsar, Nilam Shaaban, Hamid S Slim, Jihad Open Forum Infect Dis Poster Abstracts BACKGROUND: A few COVID-19 related retrospective studies have established that older age, elevated neutrophil-lymphocyte ratio (NLR), and decreased lymphocyte-CRP ratio (LCR) were associated with worse outcome. Herein, we aim to identify new prognostic markers associated with mortality. METHODS: We conducted a retrospective hospital cohort study on patients ≥ 18 years old with confirmed COVID-19, who were admitted to our hospital between 03/15/2020 and 05/25/2020. Study individuals were recruited if they had a complete CBC profile and inflammatory markers such as CRP, ferritin, D-dimer and LDH, as well as a well-defined clinical outcomes (discharged alive or expired). Demographic, clinical and laboratory data were reviewed and retrieved. Univariate and multivariate logistic regression methods were employed to identify prognostic markers associated with mortality. RESULTS: Out of the 344 confirmed COVID-19 hospitalized patients during the study period, 31 who did not have a complete blood profile were excluded; 303 patients were included in the study, 89 (29%) expired, and 214 (71%) were discharged alive. Demographic analysis was tabulated in Table 1. The univariate analysis showed a significant association of death with absolute neutrophil count (ANC, p=0.022), NLR (p=002), neutrophil-monocyte ratio (NMR, p=< 0.0001), LCR (p=0.007), lymphocyte-LDH ratio (LLR, p=< 0.0001), lymphocyte-D-dimer ratio (LDR, p=< 0.0001), lymphocyte-ferritin ratio (LFR, p=< 0.0001), and platelets (p=0.037) with mortality. With multivariable logistic regression analysis, the only values that had an odds of survival were high LDR (odds ratio [OR] 1.763; 95% confidence interval [CI], 1.20–2.69), and a high LFR (OR 1.136, CI 1.01–1.34). We further build up a model which can predict >85% mortality in our cohorts with the utilization of D-dimer (>500 ng/ml), Ferritin (>200 ng/ml), LDR (< 1.6), LFR (< 4) and ANC (>2.5). This new model has a ROC of 0.68 (p< 0.0001). [Image: see text] CONCLUSION: This retrospective cohort study of hospitalized patients with COVID-19 suggests LDR and LFR as potential independent prognostic indicators. A new model with combination of D-dimer, Ferritin, LDR, LFR and ANC, was able to predict >85% mortality in our cohort with ROC of 0.68, it will need to be validated in a prospective cohort study. DISCLOSURES: Jihad Slim, MD, Abbvie (Speaker’s Bureau)Gilead (Speaker’s Bureau)Jansen (Speaker’s Bureau)Merck (Speaker’s Bureau)ViiV (Speaker’s Bureau) Oxford University Press 2020-12-31 /pmc/articles/PMC7777428/ http://dx.doi.org/10.1093/ofid/ofaa439.370 Text en © The Author 2020. Published by Oxford University Press on behalf of Infectious Diseases Society of America. http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs licence (http://creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial reproduction and distribution of the work, in any medium, provided the original work is not altered or transformed in any way, and that the work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Poster Abstracts Ramahi, Amr Chan, Kok Hoe Prabhakar, Laxminarayan Farouji, Iyad Thimmareddygari, Divya DaCosta, Theodore R Chittamuri, Sahithi Patel, Kinjal D Poudel, Bishnu Omour, Bader I Al Paige, Amy Joseph, Ormena Patel, Khamoshi Bhavsar, Nilam Shaaban, Hamid S Slim, Jihad 60. New Prognostic Markers for COVID-19 Disease |
title | 60. New Prognostic Markers for COVID-19 Disease |
title_full | 60. New Prognostic Markers for COVID-19 Disease |
title_fullStr | 60. New Prognostic Markers for COVID-19 Disease |
title_full_unstemmed | 60. New Prognostic Markers for COVID-19 Disease |
title_short | 60. New Prognostic Markers for COVID-19 Disease |
title_sort | 60. new prognostic markers for covid-19 disease |
topic | Poster Abstracts |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7777428/ http://dx.doi.org/10.1093/ofid/ofaa439.370 |
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