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Validation of the PESI Scale to Predict in-Hospital Mortality in Patients with Pulmonary Thromboembolism Secondary to SARS CoV − 2 Infection

OBJECTIVE: To evaluate the discriminative ability and the calibration of the Pulmonary Embolism Severity Index (PESI) to predict in-hospital mortality in patients with Pulmonary Embolism (PE) secondary to COVID 19 in two hospitals in Bogotá. METHODS: External validation study of a prediction model b...

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Autores principales: Muñoz, Oscar M, Ruiz-Talero, Paula, Hernández-Florez, Catalina, Lombo-Moreno, Carlos Ernesto, Casallas-Rivera, Martha Alejandra, Mayorga-Hernández, Carol Anne
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9125100/
https://www.ncbi.nlm.nih.gov/pubmed/35593084
http://dx.doi.org/10.1177/10760296221102940
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author Muñoz, Oscar M
Ruiz-Talero, Paula
Hernández-Florez, Catalina
Lombo-Moreno, Carlos Ernesto
Casallas-Rivera, Martha Alejandra
Mayorga-Hernández, Carol Anne
author_facet Muñoz, Oscar M
Ruiz-Talero, Paula
Hernández-Florez, Catalina
Lombo-Moreno, Carlos Ernesto
Casallas-Rivera, Martha Alejandra
Mayorga-Hernández, Carol Anne
author_sort Muñoz, Oscar M
collection PubMed
description OBJECTIVE: To evaluate the discriminative ability and the calibration of the Pulmonary Embolism Severity Index (PESI) to predict in-hospital mortality in patients with Pulmonary Embolism (PE) secondary to COVID 19 in two hospitals in Bogotá. METHODS: External validation study of a prediction model based on a retrospective cohort of patients with PE secondary to COVID-19 treated at Hospital Universitario San Ignacio and Hospital universitario La Samaritana, between March 2020 and August 2021. Calibration of the scale was evaluated using the Hosmer-Lemeshow test and a calibration belt diagram. Discrimination ability was evaluated using a ROC curve. RESULTS: 272 patients were included (median age 61.5 years, male 58.8%). PE was diagnosed in 45.6% of the patients at the time of admission. Of the remaining 54.4%, 95.9% received thromboprophylaxis until the time of diagnosis.17.6% of the patients died. Regarding calibration, the scale systematically underestimates risk in all classes of PESI. For class I, the ratio of observed/expected events was 4.4 vs 0.8%, class II 4.8 vs 1.8%, class III 15.2 vs 4.2%, class IV 14.3 vs 5.9% and class V 46.7 vs 5.8%. The calibration test rejected the adequate calibration hypothesis (p < 0.001). The discriminatory ability was adequate (AUC = 0.7128, 95% CI 0.63-0.79). CONCLUSIONS: The PESI scale in patients with PE secondary to COVID 19 underestimates the risk of in-hospital mortality, while maintaining adequate discrimination. It is suggested not to use the PESI scale until it is recalibrated in this context.
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spelling pubmed-91251002022-05-24 Validation of the PESI Scale to Predict in-Hospital Mortality in Patients with Pulmonary Thromboembolism Secondary to SARS CoV − 2 Infection Muñoz, Oscar M Ruiz-Talero, Paula Hernández-Florez, Catalina Lombo-Moreno, Carlos Ernesto Casallas-Rivera, Martha Alejandra Mayorga-Hernández, Carol Anne Clin Appl Thromb Hemost Original Manuscript OBJECTIVE: To evaluate the discriminative ability and the calibration of the Pulmonary Embolism Severity Index (PESI) to predict in-hospital mortality in patients with Pulmonary Embolism (PE) secondary to COVID 19 in two hospitals in Bogotá. METHODS: External validation study of a prediction model based on a retrospective cohort of patients with PE secondary to COVID-19 treated at Hospital Universitario San Ignacio and Hospital universitario La Samaritana, between March 2020 and August 2021. Calibration of the scale was evaluated using the Hosmer-Lemeshow test and a calibration belt diagram. Discrimination ability was evaluated using a ROC curve. RESULTS: 272 patients were included (median age 61.5 years, male 58.8%). PE was diagnosed in 45.6% of the patients at the time of admission. Of the remaining 54.4%, 95.9% received thromboprophylaxis until the time of diagnosis.17.6% of the patients died. Regarding calibration, the scale systematically underestimates risk in all classes of PESI. For class I, the ratio of observed/expected events was 4.4 vs 0.8%, class II 4.8 vs 1.8%, class III 15.2 vs 4.2%, class IV 14.3 vs 5.9% and class V 46.7 vs 5.8%. The calibration test rejected the adequate calibration hypothesis (p < 0.001). The discriminatory ability was adequate (AUC = 0.7128, 95% CI 0.63-0.79). CONCLUSIONS: The PESI scale in patients with PE secondary to COVID 19 underestimates the risk of in-hospital mortality, while maintaining adequate discrimination. It is suggested not to use the PESI scale until it is recalibrated in this context. SAGE Publications 2022-05-20 /pmc/articles/PMC9125100/ /pubmed/35593084 http://dx.doi.org/10.1177/10760296221102940 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access page (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Original Manuscript
Muñoz, Oscar M
Ruiz-Talero, Paula
Hernández-Florez, Catalina
Lombo-Moreno, Carlos Ernesto
Casallas-Rivera, Martha Alejandra
Mayorga-Hernández, Carol Anne
Validation of the PESI Scale to Predict in-Hospital Mortality in Patients with Pulmonary Thromboembolism Secondary to SARS CoV − 2 Infection
title Validation of the PESI Scale to Predict in-Hospital Mortality in Patients with Pulmonary Thromboembolism Secondary to SARS CoV − 2 Infection
title_full Validation of the PESI Scale to Predict in-Hospital Mortality in Patients with Pulmonary Thromboembolism Secondary to SARS CoV − 2 Infection
title_fullStr Validation of the PESI Scale to Predict in-Hospital Mortality in Patients with Pulmonary Thromboembolism Secondary to SARS CoV − 2 Infection
title_full_unstemmed Validation of the PESI Scale to Predict in-Hospital Mortality in Patients with Pulmonary Thromboembolism Secondary to SARS CoV − 2 Infection
title_short Validation of the PESI Scale to Predict in-Hospital Mortality in Patients with Pulmonary Thromboembolism Secondary to SARS CoV − 2 Infection
title_sort validation of the pesi scale to predict in-hospital mortality in patients with pulmonary thromboembolism secondary to sars cov − 2 infection
topic Original Manuscript
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9125100/
https://www.ncbi.nlm.nih.gov/pubmed/35593084
http://dx.doi.org/10.1177/10760296221102940
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