Cargando…

Hematological and Biochemical Parameters at Admission as Predictors for Mortality in Patients with Moderate to Severe COVID-19

BACKGROUND: Timely diagnosis and effective use of available resources are urgent to avoid the loss of time, medical, and technological resources, particularly in COVID-19 pandemic. This study aimed to identify the most dominant predicting factor for mortality in moderate-severe COVID-19 patients. ME...

Descripción completa

Detalles Bibliográficos
Autores principales: Pertiwi, Danis, Nisa, Maritsatun, Aulia, Andina Putri, Rahayu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Research and Publications Office of Jimma University 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10358375/
https://www.ncbi.nlm.nih.gov/pubmed/37484181
http://dx.doi.org/10.4314/ejhs.v33i2.3
_version_ 1785075647073222656
author Pertiwi, Danis
Nisa, Maritsatun
Aulia, Andina Putri
Rahayu
author_facet Pertiwi, Danis
Nisa, Maritsatun
Aulia, Andina Putri
Rahayu
author_sort Pertiwi, Danis
collection PubMed
description BACKGROUND: Timely diagnosis and effective use of available resources are urgent to avoid the loss of time, medical, and technological resources, particularly in COVID-19 pandemic. This study aimed to identify the most dominant predicting factor for mortality in moderate-severe COVID-19 patients. METHODS: This retrospective cohort study included a total of 253 patients diagnosed with moderate-severe COVID-19. The primary outcome measure was mortality during hospitalization. The receiver operating characteristic (ROC) curve was used to determine cut-off points. The data were categorized according to the cut-off points in ROC curve and analyzed using Chi-square and by binary logistic regression test to identify the independent predictors associated with mortality. RESULTS: The mean number of leukocytes (/µL), neutrophils (%), neutrophil lymphocyte ratio (NLR), platelet lymphocyte ratio (PLR), C-reactive protein (CRP, mg/L), and D-dimer (mg/L) in the non-survived group was significantly higher than those of the survived group. Meanwhile, the mean number of platelet count/µL, absolute lymphocyte count (ALC), in the non-survived group was significantly lower than those of the survived group. CRP level predicted mortality with a cut-off point of ≥8.41 mg/L, sensitivity of 98.1%, and specificity of 72.0% (P = .000). CONCLUSIONS: High leukocyte count, low platelet count, high NLR, high CRP level, and high D-dimer on admission predicted mortality of COVID-19 patients. In addition, CRP was found to be the most dominant predicting factor of mortality in moderate-severe COVID-19 patients.
format Online
Article
Text
id pubmed-10358375
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Research and Publications Office of Jimma University
record_format MEDLINE/PubMed
spelling pubmed-103583752023-07-21 Hematological and Biochemical Parameters at Admission as Predictors for Mortality in Patients with Moderate to Severe COVID-19 Pertiwi, Danis Nisa, Maritsatun Aulia, Andina Putri Rahayu Ethiop J Health Sci Original Article BACKGROUND: Timely diagnosis and effective use of available resources are urgent to avoid the loss of time, medical, and technological resources, particularly in COVID-19 pandemic. This study aimed to identify the most dominant predicting factor for mortality in moderate-severe COVID-19 patients. METHODS: This retrospective cohort study included a total of 253 patients diagnosed with moderate-severe COVID-19. The primary outcome measure was mortality during hospitalization. The receiver operating characteristic (ROC) curve was used to determine cut-off points. The data were categorized according to the cut-off points in ROC curve and analyzed using Chi-square and by binary logistic regression test to identify the independent predictors associated with mortality. RESULTS: The mean number of leukocytes (/µL), neutrophils (%), neutrophil lymphocyte ratio (NLR), platelet lymphocyte ratio (PLR), C-reactive protein (CRP, mg/L), and D-dimer (mg/L) in the non-survived group was significantly higher than those of the survived group. Meanwhile, the mean number of platelet count/µL, absolute lymphocyte count (ALC), in the non-survived group was significantly lower than those of the survived group. CRP level predicted mortality with a cut-off point of ≥8.41 mg/L, sensitivity of 98.1%, and specificity of 72.0% (P = .000). CONCLUSIONS: High leukocyte count, low platelet count, high NLR, high CRP level, and high D-dimer on admission predicted mortality of COVID-19 patients. In addition, CRP was found to be the most dominant predicting factor of mortality in moderate-severe COVID-19 patients. Research and Publications Office of Jimma University 2023-03 /pmc/articles/PMC10358375/ /pubmed/37484181 http://dx.doi.org/10.4314/ejhs.v33i2.3 Text en © 2023 Danis P., et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Original Article
Pertiwi, Danis
Nisa, Maritsatun
Aulia, Andina Putri
Rahayu
Hematological and Biochemical Parameters at Admission as Predictors for Mortality in Patients with Moderate to Severe COVID-19
title Hematological and Biochemical Parameters at Admission as Predictors for Mortality in Patients with Moderate to Severe COVID-19
title_full Hematological and Biochemical Parameters at Admission as Predictors for Mortality in Patients with Moderate to Severe COVID-19
title_fullStr Hematological and Biochemical Parameters at Admission as Predictors for Mortality in Patients with Moderate to Severe COVID-19
title_full_unstemmed Hematological and Biochemical Parameters at Admission as Predictors for Mortality in Patients with Moderate to Severe COVID-19
title_short Hematological and Biochemical Parameters at Admission as Predictors for Mortality in Patients with Moderate to Severe COVID-19
title_sort hematological and biochemical parameters at admission as predictors for mortality in patients with moderate to severe covid-19
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10358375/
https://www.ncbi.nlm.nih.gov/pubmed/37484181
http://dx.doi.org/10.4314/ejhs.v33i2.3
work_keys_str_mv AT pertiwidanis hematologicalandbiochemicalparametersatadmissionaspredictorsformortalityinpatientswithmoderatetoseverecovid19
AT nisamaritsatun hematologicalandbiochemicalparametersatadmissionaspredictorsformortalityinpatientswithmoderatetoseverecovid19
AT auliaandinaputri hematologicalandbiochemicalparametersatadmissionaspredictorsformortalityinpatientswithmoderatetoseverecovid19
AT rahayu hematologicalandbiochemicalparametersatadmissionaspredictorsformortalityinpatientswithmoderatetoseverecovid19