Validation of a score based on simple hematological parameters as a predictor of mortality in hospitalized patients due to COVID-19

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Introduction: During the COVID-19 pandemic, clinical prediction rules such as the PAWNN score have been developed to estimate mortality risk using only a complete blood count. However, it has not yet been validated in the Peruvian and Latin American population. Material and methods: A validation stu...

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Detalles Bibliográficos
Autores: Azañero-Haro, Johan, Soto, Alonso
Formato: artículo
Fecha de Publicación:2025
Institución:Cuerpo Médico Hospital Nacional Almanzor Aguinaga Asenjo
Repositorio:Revista del Cuerpo Médico Hospital Nacional Almanzor Aguinaga Asenjo
Lenguaje:español
OAI Identifier:oai:cmhnaaa_ojs_cmhnaaa.cmhnaaa.org.pe:article/2469
Enlace del recurso:https://cmhnaaa.org.pe/ojs/index.php/rcmhnaaa/article/view/2469
Nivel de acceso:acceso abierto
Materia:COVID-19
SARS-CoV-2
Reglas de decisión clínica
Mortalidad
Recuento de células sanguíneas
Clinical decision rules
Mortality
Blood cell count
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spelling Validation of a score based on simple hematological parameters as a predictor of mortality in hospitalized patients due to COVID-19Validación de un score basado en parámetros hematológicos simples como predictor de mortalidad en pacientes hospitalizados por COVID-19Azañero-Haro, JohanSoto, AlonsoCOVID-19SARS-CoV-2Reglas de decisión clínicaMortalidadRecuento de células sanguíneasCOVID-19SARS-CoV-2Clinical decision rulesMortalityBlood cell countIntroduction: During the COVID-19 pandemic, clinical prediction rules such as the PAWNN score have been developed to estimate mortality risk using only a complete blood count. However, it has not yet been validated in the Peruvian and Latin American population. Material and methods: A validation study was conducted in a retrospective cohort of patients hospitalized with COVID-19 between March and December 2020. Sensitivity, specificity, predictive values, likelihood ratios, and the area under the receiver operating characteristic curve (AUROC) for the PAWNN score were calculated. Results: A total of 1,963 patients were included, with a median age of 58 years; 66.4% were male. The mortality rate was 46.9%. Using a cutoff of 6, sensitivity was 96%, specificity was 16%, and AUROC was 0.71 (95% CI: 0.69–0.73). Conclusion: The PAWNN score does not have adequate diagnostic performance to predict mortality in patients hospitalized due to COVID-19.Introducción: Durante el COVID-19, se han desarrollado reglas de predicción clínica como el score PAWNN para estimar el riesgo de mortalidad, utilizando solo un hemograma completo. Sin embargo, aún no ha sido validado en población peruana y latinoamericana. Material y método: Se realizó un estudio de validación en una cohorte retrospectiva de pacientes hospitalizados por COVID-19 entre marzo y diciembre de 2020. Se calcularon sensibilidad, especificidad, valores predictivos, cocientes de probabilidad y el área bajo la curva ROC (AUROC) para el score PAWNN. Resultados: Se incluyeron 1963 pacientes, con una mediana de edad de 58 años; el 66.4% eran hombres. La mortalidad fue del 46.9%. Con un punto de corte de 6, la sensibilidad fue de 96%, la especificidad de 16% y el AUROC fue 0.71 (IC 95%: 0.69 – 0.73). Conclusión: El score PAWNN no tiene un rendimiento diagnóstico adecuado para predecir la mortalidad en pacientes hospitalizados por COVID-19.Cuerpo Médico del Hospital Nacional Almanzor Aguinaga Asenjo2025-02-10info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://cmhnaaa.org.pe/ojs/index.php/rcmhnaaa/article/view/246910.35434/rcmhnaaa.2024.174.2469Revista del Cuerpo Médico Hospital Nacional Almanzor Aguinaga Asenjo; Vol. 17 No. 4 (2024): Rev. Cuerpo Med. HNAAA, October - December; e2469Revista del Cuerpo Médico Hospital Nacional Almanzor Aguinaga Asenjo; Vol. 17 Núm. 4 (2024): Rev. Cuerpo Med. HNAAA, Octubre - Diciembre; e24692227-47312225-510910.35434/rcmhnaaa.2024.174reponame:Revista del Cuerpo Médico Hospital Nacional Almanzor Aguinaga Asenjoinstname:Cuerpo Médico Hospital Nacional Almanzor Aguinaga Asenjoinstacron:HNAAAspahttps://cmhnaaa.org.pe/ojs/index.php/rcmhnaaa/article/view/2469/984Derechos de autor 2025 Johan Azañero-Haro, Alonso Sotohttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessoai:cmhnaaa_ojs_cmhnaaa.cmhnaaa.org.pe:article/24692025-05-19T04:52:26Z
dc.title.none.fl_str_mv Validation of a score based on simple hematological parameters as a predictor of mortality in hospitalized patients due to COVID-19
Validación de un score basado en parámetros hematológicos simples como predictor de mortalidad en pacientes hospitalizados por COVID-19
title Validation of a score based on simple hematological parameters as a predictor of mortality in hospitalized patients due to COVID-19
spellingShingle Validation of a score based on simple hematological parameters as a predictor of mortality in hospitalized patients due to COVID-19
Azañero-Haro, Johan
COVID-19
SARS-CoV-2
Reglas de decisión clínica
Mortalidad
Recuento de células sanguíneas
COVID-19
SARS-CoV-2
Clinical decision rules
Mortality
Blood cell count
title_short Validation of a score based on simple hematological parameters as a predictor of mortality in hospitalized patients due to COVID-19
title_full Validation of a score based on simple hematological parameters as a predictor of mortality in hospitalized patients due to COVID-19
title_fullStr Validation of a score based on simple hematological parameters as a predictor of mortality in hospitalized patients due to COVID-19
title_full_unstemmed Validation of a score based on simple hematological parameters as a predictor of mortality in hospitalized patients due to COVID-19
title_sort Validation of a score based on simple hematological parameters as a predictor of mortality in hospitalized patients due to COVID-19
dc.creator.none.fl_str_mv Azañero-Haro, Johan
Soto, Alonso
author Azañero-Haro, Johan
author_facet Azañero-Haro, Johan
Soto, Alonso
author_role author
author2 Soto, Alonso
author2_role author
dc.subject.none.fl_str_mv COVID-19
SARS-CoV-2
Reglas de decisión clínica
Mortalidad
Recuento de células sanguíneas
COVID-19
SARS-CoV-2
Clinical decision rules
Mortality
Blood cell count
topic COVID-19
SARS-CoV-2
Reglas de decisión clínica
Mortalidad
Recuento de células sanguíneas
COVID-19
SARS-CoV-2
Clinical decision rules
Mortality
Blood cell count
description Introduction: During the COVID-19 pandemic, clinical prediction rules such as the PAWNN score have been developed to estimate mortality risk using only a complete blood count. However, it has not yet been validated in the Peruvian and Latin American population. Material and methods: A validation study was conducted in a retrospective cohort of patients hospitalized with COVID-19 between March and December 2020. Sensitivity, specificity, predictive values, likelihood ratios, and the area under the receiver operating characteristic curve (AUROC) for the PAWNN score were calculated. Results: A total of 1,963 patients were included, with a median age of 58 years; 66.4% were male. The mortality rate was 46.9%. Using a cutoff of 6, sensitivity was 96%, specificity was 16%, and AUROC was 0.71 (95% CI: 0.69–0.73). Conclusion: The PAWNN score does not have adequate diagnostic performance to predict mortality in patients hospitalized due to COVID-19.
publishDate 2025
dc.date.none.fl_str_mv 2025-02-10
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv https://cmhnaaa.org.pe/ojs/index.php/rcmhnaaa/article/view/2469
10.35434/rcmhnaaa.2024.174.2469
url https://cmhnaaa.org.pe/ojs/index.php/rcmhnaaa/article/view/2469
identifier_str_mv 10.35434/rcmhnaaa.2024.174.2469
dc.language.none.fl_str_mv spa
language spa
dc.relation.none.fl_str_mv https://cmhnaaa.org.pe/ojs/index.php/rcmhnaaa/article/view/2469/984
dc.rights.none.fl_str_mv Derechos de autor 2025 Johan Azañero-Haro, Alonso Soto
https://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Derechos de autor 2025 Johan Azañero-Haro, Alonso Soto
https://creativecommons.org/licenses/by/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Cuerpo Médico del Hospital Nacional Almanzor Aguinaga Asenjo
publisher.none.fl_str_mv Cuerpo Médico del Hospital Nacional Almanzor Aguinaga Asenjo
dc.source.none.fl_str_mv Revista del Cuerpo Médico Hospital Nacional Almanzor Aguinaga Asenjo; Vol. 17 No. 4 (2024): Rev. Cuerpo Med. HNAAA, October - December; e2469
Revista del Cuerpo Médico Hospital Nacional Almanzor Aguinaga Asenjo; Vol. 17 Núm. 4 (2024): Rev. Cuerpo Med. HNAAA, Octubre - Diciembre; e2469
2227-4731
2225-5109
10.35434/rcmhnaaa.2024.174
reponame:Revista del Cuerpo Médico Hospital Nacional Almanzor Aguinaga Asenjo
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instacron:HNAAA
instname_str Cuerpo Médico Hospital Nacional Almanzor Aguinaga Asenjo
instacron_str HNAAA
institution HNAAA
reponame_str Revista del Cuerpo Médico Hospital Nacional Almanzor Aguinaga Asenjo
collection Revista del Cuerpo Médico Hospital Nacional Almanzor Aguinaga Asenjo
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