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Lactic dehydrogenase-lymphocyte ratio for predicting prognosis of severe COVID-19
To develop a useful score for predicting the prognosis of severe corona virus disease 2019 (COVID-19) patients. We retrospectively analyzed patients with severe COVID-19 who were admitted from February 10, 2020 to April 5, 2020. First, all patients were randomly assigned to a training cohort or a va...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Lippincott Williams & Wilkins
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7960489/ https://www.ncbi.nlm.nih.gov/pubmed/33530248 http://dx.doi.org/10.1097/MD.0000000000024441 |
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author | Li, Guojun Xu, Fumin Yin, Xinru Wu, Na Li, Yuanjie Zhang, Tinghong Chen, Dongfeng Liu, Kaijun Qiu, Qiu |
author_facet | Li, Guojun Xu, Fumin Yin, Xinru Wu, Na Li, Yuanjie Zhang, Tinghong Chen, Dongfeng Liu, Kaijun Qiu, Qiu |
author_sort | Li, Guojun |
collection | PubMed |
description | To develop a useful score for predicting the prognosis of severe corona virus disease 2019 (COVID-19) patients. We retrospectively analyzed patients with severe COVID-19 who were admitted from February 10, 2020 to April 5, 2020. First, all patients were randomly assigned to a training cohort or a validation cohort. By univariate analysis of the training cohort, we developed combination scores and screened the superior score for predicting the prognosis. Subsequently, we identified the independent factors influencing prognosis. Finally, we demonstrated the predictive efficiency of the score in validation cohort. A total of 145 patients were enrolled. In the training cohort, nonsurvivors had higher levels of lactic dehydrogenase than survivors. Among the 7 combination scores that were developed, lactic dehydrogenase-lymphocyte ratio (LLR) had the highest area under the curve (AUC) value for predicting prognosis, and it was associated with the incidence of liver injury, renal injury, and higher disseminated intravascular coagulation (DIC) score on admission. Univariate logistic regression analysis revealed that C-reactive protein, DIC score ≥2 and LLR >345 were the factors associated with prognosis. Multivariate analysis showed that only LLR >345 was an independent risk factor for prognosis (odds ratio [OR] = 9.176, 95% confidence interval [CI]: 2.674–31.487, P < .001). Lastly, we confirmed that LLR was also an independent risk factor for prognosis in severe COVID-19 patients in the validation cohort where the AUC was 0.857 (95% CI: 0.718–0.997). LLR is an accurate predictive score for poor prognosis of severe COVID-19 patients. |
format | Online Article Text |
id | pubmed-7960489 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Lippincott Williams & Wilkins |
record_format | MEDLINE/PubMed |
spelling | pubmed-79604892021-03-17 Lactic dehydrogenase-lymphocyte ratio for predicting prognosis of severe COVID-19 Li, Guojun Xu, Fumin Yin, Xinru Wu, Na Li, Yuanjie Zhang, Tinghong Chen, Dongfeng Liu, Kaijun Qiu, Qiu Medicine (Baltimore) 4900 To develop a useful score for predicting the prognosis of severe corona virus disease 2019 (COVID-19) patients. We retrospectively analyzed patients with severe COVID-19 who were admitted from February 10, 2020 to April 5, 2020. First, all patients were randomly assigned to a training cohort or a validation cohort. By univariate analysis of the training cohort, we developed combination scores and screened the superior score for predicting the prognosis. Subsequently, we identified the independent factors influencing prognosis. Finally, we demonstrated the predictive efficiency of the score in validation cohort. A total of 145 patients were enrolled. In the training cohort, nonsurvivors had higher levels of lactic dehydrogenase than survivors. Among the 7 combination scores that were developed, lactic dehydrogenase-lymphocyte ratio (LLR) had the highest area under the curve (AUC) value for predicting prognosis, and it was associated with the incidence of liver injury, renal injury, and higher disseminated intravascular coagulation (DIC) score on admission. Univariate logistic regression analysis revealed that C-reactive protein, DIC score ≥2 and LLR >345 were the factors associated with prognosis. Multivariate analysis showed that only LLR >345 was an independent risk factor for prognosis (odds ratio [OR] = 9.176, 95% confidence interval [CI]: 2.674–31.487, P < .001). Lastly, we confirmed that LLR was also an independent risk factor for prognosis in severe COVID-19 patients in the validation cohort where the AUC was 0.857 (95% CI: 0.718–0.997). LLR is an accurate predictive score for poor prognosis of severe COVID-19 patients. Lippincott Williams & Wilkins 2021-01-29 /pmc/articles/PMC7960489/ /pubmed/33530248 http://dx.doi.org/10.1097/MD.0000000000024441 Text en Copyright © 2021 the Author(s). Published by Wolters Kluwer Health, Inc. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution-Non Commercial License 4.0 (CCBY-NC), where it is permissible to download, share, remix, transform, and buildup the work provided it is properly cited. The work cannot be used commercially without permission from the journal. http://creativecommons.org/licenses/by-nc/4.0 (https://creativecommons.org/licenses/by-nc/4.0/) |
spellingShingle | 4900 Li, Guojun Xu, Fumin Yin, Xinru Wu, Na Li, Yuanjie Zhang, Tinghong Chen, Dongfeng Liu, Kaijun Qiu, Qiu Lactic dehydrogenase-lymphocyte ratio for predicting prognosis of severe COVID-19 |
title | Lactic dehydrogenase-lymphocyte ratio for predicting prognosis of severe COVID-19 |
title_full | Lactic dehydrogenase-lymphocyte ratio for predicting prognosis of severe COVID-19 |
title_fullStr | Lactic dehydrogenase-lymphocyte ratio for predicting prognosis of severe COVID-19 |
title_full_unstemmed | Lactic dehydrogenase-lymphocyte ratio for predicting prognosis of severe COVID-19 |
title_short | Lactic dehydrogenase-lymphocyte ratio for predicting prognosis of severe COVID-19 |
title_sort | lactic dehydrogenase-lymphocyte ratio for predicting prognosis of severe covid-19 |
topic | 4900 |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7960489/ https://www.ncbi.nlm.nih.gov/pubmed/33530248 http://dx.doi.org/10.1097/MD.0000000000024441 |
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