Cargando…
The Comorbidities, Radiographic Findings, Age, and Lymphopenia (CORAL) Tool: A Diagnostic Ally for Emergency Physicians Created for the COVID-19 Crisis and Beyond
Background: This study aimed to develop a novel clinical approach to predict intensive care unit (ICU) admission and mortality among coronavirus disease 2019 (COVID-19) patients in the emergency department (ED). Methods: A retrospective cohort study was conducted including adults ≥ 18 years diagnose...
Autores principales: | , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cureus
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10373796/ https://www.ncbi.nlm.nih.gov/pubmed/37519571 http://dx.doi.org/10.7759/cureus.41036 |
_version_ | 1785078636908380160 |
---|---|
author | Castro-Vásquez, Carlos Bass, Michelle Díaz, Gustavo Camargo, Manuel Cubillos, Julian Alvarez, Sebastian Garcia-Rairan, Luis Sandoval, Nicolas Sandoval, Adrian Patiño, Andres M Lall, Michelle D |
author_facet | Castro-Vásquez, Carlos Bass, Michelle Díaz, Gustavo Camargo, Manuel Cubillos, Julian Alvarez, Sebastian Garcia-Rairan, Luis Sandoval, Nicolas Sandoval, Adrian Patiño, Andres M Lall, Michelle D |
author_sort | Castro-Vásquez, Carlos |
collection | PubMed |
description | Background: This study aimed to develop a novel clinical approach to predict intensive care unit (ICU) admission and mortality among coronavirus disease 2019 (COVID-19) patients in the emergency department (ED). Methods: A retrospective cohort study was conducted including adults ≥ 18 years diagnosed with COVID-19 in the emergency department and admitted to the ICU between March and July 2020 in an academic hospital. The outcome variables were mortality and ICU admission. Additional variables that were collected included sex, age, comorbidities, symptom phenotype, and laboratory (lymphopenia) and imaging findings. A logistic regression model was used to construct and validate the risk models. Results: A total of 808 patients were included in the study; 61.9% were men. The mean age was 57.8 ± 15.9 years, and high blood pressure (HBP) was the most prevalent comorbidity (31.8%). Seventy-six (9.4%) patients were admitted to the ICU. Age ≥ 60 years, chronic obstructive pulmonary disease (COPD), lymphopenia, and imaging findings correlated with mortality. Age ≥ 60 years, lymphopenia (<1,000 cells per microliter), and hypothyroidism correlated with ICU admission. These variables were incorporated into a scoring system (Comorbidities, Radiographic findings, Age, and Lymphopenia (CORAL) tool) to predict mortality and ICU admission. Conclusions: Our Comorbidities, Radiographic findings, Age, and Lymphopenia (CORAL) tool is a practical tool for different clinical settings independent of access to advanced medical resources or technologies. CORAL is suitable for emergency physicians in low- and middle-income countries. |
format | Online Article Text |
id | pubmed-10373796 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cureus |
record_format | MEDLINE/PubMed |
spelling | pubmed-103737962023-07-28 The Comorbidities, Radiographic Findings, Age, and Lymphopenia (CORAL) Tool: A Diagnostic Ally for Emergency Physicians Created for the COVID-19 Crisis and Beyond Castro-Vásquez, Carlos Bass, Michelle Díaz, Gustavo Camargo, Manuel Cubillos, Julian Alvarez, Sebastian Garcia-Rairan, Luis Sandoval, Nicolas Sandoval, Adrian Patiño, Andres M Lall, Michelle D Cureus Emergency Medicine Background: This study aimed to develop a novel clinical approach to predict intensive care unit (ICU) admission and mortality among coronavirus disease 2019 (COVID-19) patients in the emergency department (ED). Methods: A retrospective cohort study was conducted including adults ≥ 18 years diagnosed with COVID-19 in the emergency department and admitted to the ICU between March and July 2020 in an academic hospital. The outcome variables were mortality and ICU admission. Additional variables that were collected included sex, age, comorbidities, symptom phenotype, and laboratory (lymphopenia) and imaging findings. A logistic regression model was used to construct and validate the risk models. Results: A total of 808 patients were included in the study; 61.9% were men. The mean age was 57.8 ± 15.9 years, and high blood pressure (HBP) was the most prevalent comorbidity (31.8%). Seventy-six (9.4%) patients were admitted to the ICU. Age ≥ 60 years, chronic obstructive pulmonary disease (COPD), lymphopenia, and imaging findings correlated with mortality. Age ≥ 60 years, lymphopenia (<1,000 cells per microliter), and hypothyroidism correlated with ICU admission. These variables were incorporated into a scoring system (Comorbidities, Radiographic findings, Age, and Lymphopenia (CORAL) tool) to predict mortality and ICU admission. Conclusions: Our Comorbidities, Radiographic findings, Age, and Lymphopenia (CORAL) tool is a practical tool for different clinical settings independent of access to advanced medical resources or technologies. CORAL is suitable for emergency physicians in low- and middle-income countries. Cureus 2023-06-27 /pmc/articles/PMC10373796/ /pubmed/37519571 http://dx.doi.org/10.7759/cureus.41036 Text en Copyright © 2023, Castro-Vásquez et al. https://creativecommons.org/licenses/by/3.0/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 | Emergency Medicine Castro-Vásquez, Carlos Bass, Michelle Díaz, Gustavo Camargo, Manuel Cubillos, Julian Alvarez, Sebastian Garcia-Rairan, Luis Sandoval, Nicolas Sandoval, Adrian Patiño, Andres M Lall, Michelle D The Comorbidities, Radiographic Findings, Age, and Lymphopenia (CORAL) Tool: A Diagnostic Ally for Emergency Physicians Created for the COVID-19 Crisis and Beyond |
title | The Comorbidities, Radiographic Findings, Age, and Lymphopenia (CORAL) Tool: A Diagnostic Ally for Emergency Physicians Created for the COVID-19 Crisis and Beyond |
title_full | The Comorbidities, Radiographic Findings, Age, and Lymphopenia (CORAL) Tool: A Diagnostic Ally for Emergency Physicians Created for the COVID-19 Crisis and Beyond |
title_fullStr | The Comorbidities, Radiographic Findings, Age, and Lymphopenia (CORAL) Tool: A Diagnostic Ally for Emergency Physicians Created for the COVID-19 Crisis and Beyond |
title_full_unstemmed | The Comorbidities, Radiographic Findings, Age, and Lymphopenia (CORAL) Tool: A Diagnostic Ally for Emergency Physicians Created for the COVID-19 Crisis and Beyond |
title_short | The Comorbidities, Radiographic Findings, Age, and Lymphopenia (CORAL) Tool: A Diagnostic Ally for Emergency Physicians Created for the COVID-19 Crisis and Beyond |
title_sort | comorbidities, radiographic findings, age, and lymphopenia (coral) tool: a diagnostic ally for emergency physicians created for the covid-19 crisis and beyond |
topic | Emergency Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10373796/ https://www.ncbi.nlm.nih.gov/pubmed/37519571 http://dx.doi.org/10.7759/cureus.41036 |
work_keys_str_mv | AT castrovasquezcarlos thecomorbiditiesradiographicfindingsageandlymphopeniacoraltooladiagnosticallyforemergencyphysicianscreatedforthecovid19crisisandbeyond AT bassmichelle thecomorbiditiesradiographicfindingsageandlymphopeniacoraltooladiagnosticallyforemergencyphysicianscreatedforthecovid19crisisandbeyond AT diazgustavo thecomorbiditiesradiographicfindingsageandlymphopeniacoraltooladiagnosticallyforemergencyphysicianscreatedforthecovid19crisisandbeyond AT camargomanuel thecomorbiditiesradiographicfindingsageandlymphopeniacoraltooladiagnosticallyforemergencyphysicianscreatedforthecovid19crisisandbeyond AT cubillosjulian thecomorbiditiesradiographicfindingsageandlymphopeniacoraltooladiagnosticallyforemergencyphysicianscreatedforthecovid19crisisandbeyond AT alvarezsebastian thecomorbiditiesradiographicfindingsageandlymphopeniacoraltooladiagnosticallyforemergencyphysicianscreatedforthecovid19crisisandbeyond AT garciarairanluis thecomorbiditiesradiographicfindingsageandlymphopeniacoraltooladiagnosticallyforemergencyphysicianscreatedforthecovid19crisisandbeyond AT sandovalnicolas thecomorbiditiesradiographicfindingsageandlymphopeniacoraltooladiagnosticallyforemergencyphysicianscreatedforthecovid19crisisandbeyond AT sandovaladrian thecomorbiditiesradiographicfindingsageandlymphopeniacoraltooladiagnosticallyforemergencyphysicianscreatedforthecovid19crisisandbeyond AT patinoandresm thecomorbiditiesradiographicfindingsageandlymphopeniacoraltooladiagnosticallyforemergencyphysicianscreatedforthecovid19crisisandbeyond AT lallmichelled thecomorbiditiesradiographicfindingsageandlymphopeniacoraltooladiagnosticallyforemergencyphysicianscreatedforthecovid19crisisandbeyond AT castrovasquezcarlos comorbiditiesradiographicfindingsageandlymphopeniacoraltooladiagnosticallyforemergencyphysicianscreatedforthecovid19crisisandbeyond AT bassmichelle comorbiditiesradiographicfindingsageandlymphopeniacoraltooladiagnosticallyforemergencyphysicianscreatedforthecovid19crisisandbeyond AT diazgustavo comorbiditiesradiographicfindingsageandlymphopeniacoraltooladiagnosticallyforemergencyphysicianscreatedforthecovid19crisisandbeyond AT camargomanuel comorbiditiesradiographicfindingsageandlymphopeniacoraltooladiagnosticallyforemergencyphysicianscreatedforthecovid19crisisandbeyond AT cubillosjulian comorbiditiesradiographicfindingsageandlymphopeniacoraltooladiagnosticallyforemergencyphysicianscreatedforthecovid19crisisandbeyond AT alvarezsebastian comorbiditiesradiographicfindingsageandlymphopeniacoraltooladiagnosticallyforemergencyphysicianscreatedforthecovid19crisisandbeyond AT garciarairanluis comorbiditiesradiographicfindingsageandlymphopeniacoraltooladiagnosticallyforemergencyphysicianscreatedforthecovid19crisisandbeyond AT sandovalnicolas comorbiditiesradiographicfindingsageandlymphopeniacoraltooladiagnosticallyforemergencyphysicianscreatedforthecovid19crisisandbeyond AT sandovaladrian comorbiditiesradiographicfindingsageandlymphopeniacoraltooladiagnosticallyforemergencyphysicianscreatedforthecovid19crisisandbeyond AT patinoandresm comorbiditiesradiographicfindingsageandlymphopeniacoraltooladiagnosticallyforemergencyphysicianscreatedforthecovid19crisisandbeyond AT lallmichelled comorbiditiesradiographicfindingsageandlymphopeniacoraltooladiagnosticallyforemergencyphysicianscreatedforthecovid19crisisandbeyond |