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Prognostic value of inflammatory markers in patients with COVID-19 in Indonesia
BACKGROUND & AIMS: Coronavirus disease 2019 (COVID-19) has a wide clinical spectrum, ranging from asymptomatic infection to severe diseases with high mortality rate. Early identification of high-risk COVID-19 patients may be beneficial to reduce morbidity and in-hospital mortality. This study ai...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Authors. Published by Elsevier B.V. on behalf of INDIACLEN.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8186126/ https://www.ncbi.nlm.nih.gov/pubmed/34124411 http://dx.doi.org/10.1016/j.cegh.2021.100803 |
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author | Prasetya, Ignatius Bima Cucunawangsih Lorens, Jane Olivia Sungono, Veli El-Khobar, Korri Elvanita Wijaya, Ratna Sari |
author_facet | Prasetya, Ignatius Bima Cucunawangsih Lorens, Jane Olivia Sungono, Veli El-Khobar, Korri Elvanita Wijaya, Ratna Sari |
author_sort | Prasetya, Ignatius Bima |
collection | PubMed |
description | BACKGROUND & AIMS: Coronavirus disease 2019 (COVID-19) has a wide clinical spectrum, ranging from asymptomatic infection to severe diseases with high mortality rate. Early identification of high-risk COVID-19 patients may be beneficial to reduce morbidity and in-hospital mortality. This study aimed to investigate whether baseline levels of inflammatory markers such as C-reactive protein (CRP) and immune-cell-based inflammatory indices, neutrophil to lymphocyte ratio (NLR), derived-NLR (d-NLR), and platelet to lymphocyte ratio (PLR) at hospital admission are associated with adverse disease outcomes in COVID-19 patients. METHODS: Clinical data from 391 hospitalized COVID-19 patients in three Siloam Hospitals in Indonesia were retrospectively collected and analysed from March 20 to October 30, 2020. RESULTS: Fifty-four (13.8%) hospitalized patients had clinical deterioration and required ICU treatment, categorizing them as severe COVID-19 cases. Older age, presence of underlying diseases, and increased inflammatory markers values at admission were significantly associated with severe cases. After adjustment of sociodemographic and comorbidities factors, CRP, NLR, and d-NLR values, but not PLRs, were identified as independent risk factors for disease severity and death in COVID-19 patients. The area under curve (AUC) of CRP, NLR, and d-NLR were 0.854, 0.848, and 0.854, respectively. The optimal cut-off points for CRP, NLR, and d-NLR for identification of COVID-19 patients with potential worse disease outcomes were 47 mg/L, 6, and 4, respectively. CONCLUSION: Initial assessment of CRP, NLR, and d-NLR values at hospital admission may be important predictors for adverse disease outcomes in COVID-19 patients. |
format | Online Article Text |
id | pubmed-8186126 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | The Authors. Published by Elsevier B.V. on behalf of INDIACLEN. |
record_format | MEDLINE/PubMed |
spelling | pubmed-81861262021-06-08 Prognostic value of inflammatory markers in patients with COVID-19 in Indonesia Prasetya, Ignatius Bima Cucunawangsih Lorens, Jane Olivia Sungono, Veli El-Khobar, Korri Elvanita Wijaya, Ratna Sari Clin Epidemiol Glob Health Article BACKGROUND & AIMS: Coronavirus disease 2019 (COVID-19) has a wide clinical spectrum, ranging from asymptomatic infection to severe diseases with high mortality rate. Early identification of high-risk COVID-19 patients may be beneficial to reduce morbidity and in-hospital mortality. This study aimed to investigate whether baseline levels of inflammatory markers such as C-reactive protein (CRP) and immune-cell-based inflammatory indices, neutrophil to lymphocyte ratio (NLR), derived-NLR (d-NLR), and platelet to lymphocyte ratio (PLR) at hospital admission are associated with adverse disease outcomes in COVID-19 patients. METHODS: Clinical data from 391 hospitalized COVID-19 patients in three Siloam Hospitals in Indonesia were retrospectively collected and analysed from March 20 to October 30, 2020. RESULTS: Fifty-four (13.8%) hospitalized patients had clinical deterioration and required ICU treatment, categorizing them as severe COVID-19 cases. Older age, presence of underlying diseases, and increased inflammatory markers values at admission were significantly associated with severe cases. After adjustment of sociodemographic and comorbidities factors, CRP, NLR, and d-NLR values, but not PLRs, were identified as independent risk factors for disease severity and death in COVID-19 patients. The area under curve (AUC) of CRP, NLR, and d-NLR were 0.854, 0.848, and 0.854, respectively. The optimal cut-off points for CRP, NLR, and d-NLR for identification of COVID-19 patients with potential worse disease outcomes were 47 mg/L, 6, and 4, respectively. CONCLUSION: Initial assessment of CRP, NLR, and d-NLR values at hospital admission may be important predictors for adverse disease outcomes in COVID-19 patients. The Authors. Published by Elsevier B.V. on behalf of INDIACLEN. 2021 2021-06-08 /pmc/articles/PMC8186126/ /pubmed/34124411 http://dx.doi.org/10.1016/j.cegh.2021.100803 Text en © 2021 The Authors 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 Prasetya, Ignatius Bima Cucunawangsih Lorens, Jane Olivia Sungono, Veli El-Khobar, Korri Elvanita Wijaya, Ratna Sari Prognostic value of inflammatory markers in patients with COVID-19 in Indonesia |
title | Prognostic value of inflammatory markers in patients with COVID-19 in Indonesia |
title_full | Prognostic value of inflammatory markers in patients with COVID-19 in Indonesia |
title_fullStr | Prognostic value of inflammatory markers in patients with COVID-19 in Indonesia |
title_full_unstemmed | Prognostic value of inflammatory markers in patients with COVID-19 in Indonesia |
title_short | Prognostic value of inflammatory markers in patients with COVID-19 in Indonesia |
title_sort | prognostic value of inflammatory markers in patients with covid-19 in indonesia |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8186126/ https://www.ncbi.nlm.nih.gov/pubmed/34124411 http://dx.doi.org/10.1016/j.cegh.2021.100803 |
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