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Emergency room comprehensive assessment of demographic, radiological, laboratory and clinical data of patients with COVID-19: determination of its prognostic value for in-hospital mortality
Mortality risk in COVID-19 patients is determined by several factors. The aim of our study was to adopt an integrated approach based on clinical, laboratory and chest x-ray (CXR) findings collected at the patient’s admission to Emergency Room (ER) to identify prognostic factors. Retrospective study...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7938271/ https://www.ncbi.nlm.nih.gov/pubmed/33683539 http://dx.doi.org/10.1007/s11739-021-02669-0 |
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author | Gatti, Marco Calandri, Marco Biondo, Andrea Geninatti, Carlotta Piatti, Clara Ruggirello, Irene Santonocito, Ambra Varello, Sara Bergamasco, Laura Bironzo, Paolo Boccuzzi, Adriana Brazzi, Luca Caironi, Pietro Cardinale, Luciano Cavallo, Rossana Riccardini, Franco Limerutti, Giorgio Veltri, Andrea Fonio, Paolo Faletti, Riccardo |
author_facet | Gatti, Marco Calandri, Marco Biondo, Andrea Geninatti, Carlotta Piatti, Clara Ruggirello, Irene Santonocito, Ambra Varello, Sara Bergamasco, Laura Bironzo, Paolo Boccuzzi, Adriana Brazzi, Luca Caironi, Pietro Cardinale, Luciano Cavallo, Rossana Riccardini, Franco Limerutti, Giorgio Veltri, Andrea Fonio, Paolo Faletti, Riccardo |
author_sort | Gatti, Marco |
collection | PubMed |
description | Mortality risk in COVID-19 patients is determined by several factors. The aim of our study was to adopt an integrated approach based on clinical, laboratory and chest x-ray (CXR) findings collected at the patient’s admission to Emergency Room (ER) to identify prognostic factors. Retrospective study on 346 consecutive patients admitted to the ER of two North-Western Italy hospitals between March 9 and April 10, 2020 with clinical suspicion of COVID-19 confirmed by reverse transcriptase-polymerase reaction chain test (RT-PCR), CXR performed within 24 h (analyzed with two different scores) and recorded prognosis. Clinical and laboratory data were collected. Statistical analysis on the features of 83 in-hospital dead vs 263 recovered patients was performed with univariate (uBLR), multivariate binary logistic regression (mBLR) and ROC curve analysis. uBLR identified significant differences for several variables, most of them intertwined by multiple correlations. mBLR recognized as significant independent predictors for in-hospital mortality age > 75 years, C-reactive protein (CRP) > 60 mg/L, PaO(2)/FiO(2) ratio (P/F) < 250 and CXR “Brixia score” > 7. Among the patients with at least two predictors, the in-hospital mortality rate was 58% against 6% for others [p < 0.0001; RR = 7.6 (4.4–13)]. Patients over 75 years had three other predictors in 35% cases against 10% for others [p < 0.0001, RR = 3.5 (1.9–6.4)]. The greatest risk of death from COVID-19 was age above 75 years, worsened by elevated CRP and CXR score and reduced P/F. Prompt determination of these data at admission to the emergency department could improve COVID-19 pretreatment risk stratification. |
format | Online Article Text |
id | pubmed-7938271 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-79382712021-03-08 Emergency room comprehensive assessment of demographic, radiological, laboratory and clinical data of patients with COVID-19: determination of its prognostic value for in-hospital mortality Gatti, Marco Calandri, Marco Biondo, Andrea Geninatti, Carlotta Piatti, Clara Ruggirello, Irene Santonocito, Ambra Varello, Sara Bergamasco, Laura Bironzo, Paolo Boccuzzi, Adriana Brazzi, Luca Caironi, Pietro Cardinale, Luciano Cavallo, Rossana Riccardini, Franco Limerutti, Giorgio Veltri, Andrea Fonio, Paolo Faletti, Riccardo Intern Emerg Med EM - Original Mortality risk in COVID-19 patients is determined by several factors. The aim of our study was to adopt an integrated approach based on clinical, laboratory and chest x-ray (CXR) findings collected at the patient’s admission to Emergency Room (ER) to identify prognostic factors. Retrospective study on 346 consecutive patients admitted to the ER of two North-Western Italy hospitals between March 9 and April 10, 2020 with clinical suspicion of COVID-19 confirmed by reverse transcriptase-polymerase reaction chain test (RT-PCR), CXR performed within 24 h (analyzed with two different scores) and recorded prognosis. Clinical and laboratory data were collected. Statistical analysis on the features of 83 in-hospital dead vs 263 recovered patients was performed with univariate (uBLR), multivariate binary logistic regression (mBLR) and ROC curve analysis. uBLR identified significant differences for several variables, most of them intertwined by multiple correlations. mBLR recognized as significant independent predictors for in-hospital mortality age > 75 years, C-reactive protein (CRP) > 60 mg/L, PaO(2)/FiO(2) ratio (P/F) < 250 and CXR “Brixia score” > 7. Among the patients with at least two predictors, the in-hospital mortality rate was 58% against 6% for others [p < 0.0001; RR = 7.6 (4.4–13)]. Patients over 75 years had three other predictors in 35% cases against 10% for others [p < 0.0001, RR = 3.5 (1.9–6.4)]. The greatest risk of death from COVID-19 was age above 75 years, worsened by elevated CRP and CXR score and reduced P/F. Prompt determination of these data at admission to the emergency department could improve COVID-19 pretreatment risk stratification. Springer International Publishing 2021-03-08 2022 /pmc/articles/PMC7938271/ /pubmed/33683539 http://dx.doi.org/10.1007/s11739-021-02669-0 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | EM - Original Gatti, Marco Calandri, Marco Biondo, Andrea Geninatti, Carlotta Piatti, Clara Ruggirello, Irene Santonocito, Ambra Varello, Sara Bergamasco, Laura Bironzo, Paolo Boccuzzi, Adriana Brazzi, Luca Caironi, Pietro Cardinale, Luciano Cavallo, Rossana Riccardini, Franco Limerutti, Giorgio Veltri, Andrea Fonio, Paolo Faletti, Riccardo Emergency room comprehensive assessment of demographic, radiological, laboratory and clinical data of patients with COVID-19: determination of its prognostic value for in-hospital mortality |
title | Emergency room comprehensive assessment of demographic, radiological, laboratory and clinical data of patients with COVID-19: determination of its prognostic value for in-hospital mortality |
title_full | Emergency room comprehensive assessment of demographic, radiological, laboratory and clinical data of patients with COVID-19: determination of its prognostic value for in-hospital mortality |
title_fullStr | Emergency room comprehensive assessment of demographic, radiological, laboratory and clinical data of patients with COVID-19: determination of its prognostic value for in-hospital mortality |
title_full_unstemmed | Emergency room comprehensive assessment of demographic, radiological, laboratory and clinical data of patients with COVID-19: determination of its prognostic value for in-hospital mortality |
title_short | Emergency room comprehensive assessment of demographic, radiological, laboratory and clinical data of patients with COVID-19: determination of its prognostic value for in-hospital mortality |
title_sort | emergency room comprehensive assessment of demographic, radiological, laboratory and clinical data of patients with covid-19: determination of its prognostic value for in-hospital mortality |
topic | EM - Original |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7938271/ https://www.ncbi.nlm.nih.gov/pubmed/33683539 http://dx.doi.org/10.1007/s11739-021-02669-0 |
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