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Validation of Predictors of Disease Severity and Outcomes in COVID-19 Patients: A Descriptive and Retrospective Study
BACKGROUND: The severity and outcome of COVID-19 cases has been associated with the percentage of circulating lymphocytes (LYM%), levels of C-reactive protein (CRP), interleukin-6 (IL-6), procalcitonin (PCT), lactic acid (LA), and viral load (ORF1ab Ct). However, the predictive power of each of thes...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Inc.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7235581/ https://www.ncbi.nlm.nih.gov/pubmed/32838352 http://dx.doi.org/10.1016/j.medj.2020.05.002 |
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author | Tan, Li Kang, Xia Ji, Xinran Li, Gaoming Wang, Qi Li, Yongsheng Wang, Qiongshu Miao, Hongming |
author_facet | Tan, Li Kang, Xia Ji, Xinran Li, Gaoming Wang, Qi Li, Yongsheng Wang, Qiongshu Miao, Hongming |
author_sort | Tan, Li |
collection | PubMed |
description | BACKGROUND: The severity and outcome of COVID-19 cases has been associated with the percentage of circulating lymphocytes (LYM%), levels of C-reactive protein (CRP), interleukin-6 (IL-6), procalcitonin (PCT), lactic acid (LA), and viral load (ORF1ab Ct). However, the predictive power of each of these indicators in disease classification and prognosis remains largely unclear. METHODS: We retrospectively collected information on the above parameters in 142 patients with COVID-19, stratifying them by survival or disease severity. FINDINGS: CRP, PCT, IL-6, LYM%, and ORF1ab Ct were significantly altered between survivors and non-survivors. LYM%, CRP, and IL-6 were the most sensitive and reliable factors in distinguishing between survivors and non-survivors. These indicators were significantly different between critically ill and severe/moderate patients. Only LYM% levels were significantly different between severe and moderate types. Among all the investigated indicators, LYM% was the most sensitive and reliable in discriminating between critically ill, severe, and moderate types and between survivors and non-survivors. CONCLUSIONS: CRP, PCT, IL-6, LYM%, and ORF1ab Ct, but not LA, could predict prognosis and guide classification of COVID-19 patients. LYM% was the most sensitive and reliable predictor for disease typing and prognosis. We recommend that LYM% be further investigated in the management of COVID-19. FUNDING: This study was supported in part by awards from the National Natural Science Foundation of China, the Foundation and Frontier Research Project of Chongqing, and the Chongqing Youth Top Talent Project. |
format | Online Article Text |
id | pubmed-7235581 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-72355812020-05-19 Validation of Predictors of Disease Severity and Outcomes in COVID-19 Patients: A Descriptive and Retrospective Study Tan, Li Kang, Xia Ji, Xinran Li, Gaoming Wang, Qi Li, Yongsheng Wang, Qiongshu Miao, Hongming Med (N Y) Clinical and Translational Article BACKGROUND: The severity and outcome of COVID-19 cases has been associated with the percentage of circulating lymphocytes (LYM%), levels of C-reactive protein (CRP), interleukin-6 (IL-6), procalcitonin (PCT), lactic acid (LA), and viral load (ORF1ab Ct). However, the predictive power of each of these indicators in disease classification and prognosis remains largely unclear. METHODS: We retrospectively collected information on the above parameters in 142 patients with COVID-19, stratifying them by survival or disease severity. FINDINGS: CRP, PCT, IL-6, LYM%, and ORF1ab Ct were significantly altered between survivors and non-survivors. LYM%, CRP, and IL-6 were the most sensitive and reliable factors in distinguishing between survivors and non-survivors. These indicators were significantly different between critically ill and severe/moderate patients. Only LYM% levels were significantly different between severe and moderate types. Among all the investigated indicators, LYM% was the most sensitive and reliable in discriminating between critically ill, severe, and moderate types and between survivors and non-survivors. CONCLUSIONS: CRP, PCT, IL-6, LYM%, and ORF1ab Ct, but not LA, could predict prognosis and guide classification of COVID-19 patients. LYM% was the most sensitive and reliable predictor for disease typing and prognosis. We recommend that LYM% be further investigated in the management of COVID-19. FUNDING: This study was supported in part by awards from the National Natural Science Foundation of China, the Foundation and Frontier Research Project of Chongqing, and the Chongqing Youth Top Talent Project. Elsevier Inc. 2020-12-18 2020-05-19 /pmc/articles/PMC7235581/ /pubmed/32838352 http://dx.doi.org/10.1016/j.medj.2020.05.002 Text en © 2020 Elsevier Inc. 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 | Clinical and Translational Article Tan, Li Kang, Xia Ji, Xinran Li, Gaoming Wang, Qi Li, Yongsheng Wang, Qiongshu Miao, Hongming Validation of Predictors of Disease Severity and Outcomes in COVID-19 Patients: A Descriptive and Retrospective Study |
title | Validation of Predictors of Disease Severity and Outcomes in COVID-19 Patients: A Descriptive and Retrospective Study |
title_full | Validation of Predictors of Disease Severity and Outcomes in COVID-19 Patients: A Descriptive and Retrospective Study |
title_fullStr | Validation of Predictors of Disease Severity and Outcomes in COVID-19 Patients: A Descriptive and Retrospective Study |
title_full_unstemmed | Validation of Predictors of Disease Severity and Outcomes in COVID-19 Patients: A Descriptive and Retrospective Study |
title_short | Validation of Predictors of Disease Severity and Outcomes in COVID-19 Patients: A Descriptive and Retrospective Study |
title_sort | validation of predictors of disease severity and outcomes in covid-19 patients: a descriptive and retrospective study |
topic | Clinical and Translational Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7235581/ https://www.ncbi.nlm.nih.gov/pubmed/32838352 http://dx.doi.org/10.1016/j.medj.2020.05.002 |
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