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Time to hospitalisation, CT pulmonary involvement and in‐hospital death in COVID‐19 patients in an Emergency Medicine Unit
BACKGROUND: Patients with coronavirus disease 2019 (COVID‐19) are often treated at home given the limited healthcare resources. Many patients may have sudden clinical worsening and may be already compromised at hospitalisation. We investigated the burden of lung involvement according to the time to...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8236995/ https://www.ncbi.nlm.nih.gov/pubmed/34076933 http://dx.doi.org/10.1111/ijcp.14426 |
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author | Marino, Luca Suppa, Marianna Rosa, Antonello Servello, Adriana Coppola, Alessandro Palladino, Mariangela Mazzocchitti, Anna Maria Bresciani, Emanuela Petramala, Luigi Bertazzoni, Giuliano Pastori, Daniele |
author_facet | Marino, Luca Suppa, Marianna Rosa, Antonello Servello, Adriana Coppola, Alessandro Palladino, Mariangela Mazzocchitti, Anna Maria Bresciani, Emanuela Petramala, Luigi Bertazzoni, Giuliano Pastori, Daniele |
author_sort | Marino, Luca |
collection | PubMed |
description | BACKGROUND: Patients with coronavirus disease 2019 (COVID‐19) are often treated at home given the limited healthcare resources. Many patients may have sudden clinical worsening and may be already compromised at hospitalisation. We investigated the burden of lung involvement according to the time to hospitalisation. METHODS: In this observational cohort study, 55 consecutive COVID‐19‐related pneumonia patients were admitted to the Emergency Medicine Unit. Groups of lung involvement at computed tomography were classified as follows: 0 (<5%), 1 (5%‐25%), 2 (26%‐50%), 3 (51%‐75%) and 4 (>75%). We also investigated in‐hospital death and the predictive value of Yan‐XGBoost model and PREDI‐CO scores for death. RESULTS: The median age was 74 years and 34 were men. Time to admission increased from 2 days in group 0 to 8.5‐9 days in groups 3 and 4. A progressive increase in LDH, CRP and d‐dimer was found across groups, while a decrease of lymphocytes paO(2)/FiO(2) ratio and SpO(2) was found. Ten (18.2%) patients died during the in‐hospital staying. Patients who died were older, with a trend to lower lymphocytes, a higher d‐dimer, creatine phosphokinase and troponin T. The Yan‐XGBoost model did not accurately predict in‐hospital death with an AUC of 0.57 (95% confidence interval [CI] 0.37‐0.76), which improved after the addition of the lung involvement groups (AUC 0.68, 95%CI 0.45‐0.90). Conversely, a good predictive value was found for the original PREDI‐CO score with an AUC of 0.76 (95% CI 0.58‐0.93) which remained similar after the addition of the lung involvement (AUC 0.76, 95% CI 0.57‐0.94). CONCLUSION: We found that delayed hospital admission is associated with higher lung involvement. Hence, our data suggest that patients at risk for more severe disease, such as those with high LDH, CRP and d‐dimer, should be promptly referred to hospital care. |
format | Online Article Text |
id | pubmed-8236995 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-82369952021-06-28 Time to hospitalisation, CT pulmonary involvement and in‐hospital death in COVID‐19 patients in an Emergency Medicine Unit Marino, Luca Suppa, Marianna Rosa, Antonello Servello, Adriana Coppola, Alessandro Palladino, Mariangela Mazzocchitti, Anna Maria Bresciani, Emanuela Petramala, Luigi Bertazzoni, Giuliano Pastori, Daniele Int J Clin Pract Original Papers BACKGROUND: Patients with coronavirus disease 2019 (COVID‐19) are often treated at home given the limited healthcare resources. Many patients may have sudden clinical worsening and may be already compromised at hospitalisation. We investigated the burden of lung involvement according to the time to hospitalisation. METHODS: In this observational cohort study, 55 consecutive COVID‐19‐related pneumonia patients were admitted to the Emergency Medicine Unit. Groups of lung involvement at computed tomography were classified as follows: 0 (<5%), 1 (5%‐25%), 2 (26%‐50%), 3 (51%‐75%) and 4 (>75%). We also investigated in‐hospital death and the predictive value of Yan‐XGBoost model and PREDI‐CO scores for death. RESULTS: The median age was 74 years and 34 were men. Time to admission increased from 2 days in group 0 to 8.5‐9 days in groups 3 and 4. A progressive increase in LDH, CRP and d‐dimer was found across groups, while a decrease of lymphocytes paO(2)/FiO(2) ratio and SpO(2) was found. Ten (18.2%) patients died during the in‐hospital staying. Patients who died were older, with a trend to lower lymphocytes, a higher d‐dimer, creatine phosphokinase and troponin T. The Yan‐XGBoost model did not accurately predict in‐hospital death with an AUC of 0.57 (95% confidence interval [CI] 0.37‐0.76), which improved after the addition of the lung involvement groups (AUC 0.68, 95%CI 0.45‐0.90). Conversely, a good predictive value was found for the original PREDI‐CO score with an AUC of 0.76 (95% CI 0.58‐0.93) which remained similar after the addition of the lung involvement (AUC 0.76, 95% CI 0.57‐0.94). CONCLUSION: We found that delayed hospital admission is associated with higher lung involvement. Hence, our data suggest that patients at risk for more severe disease, such as those with high LDH, CRP and d‐dimer, should be promptly referred to hospital care. John Wiley and Sons Inc. 2021-06-16 2021-09 /pmc/articles/PMC8236995/ /pubmed/34076933 http://dx.doi.org/10.1111/ijcp.14426 Text en © 2021 The Authors. International Journal of Clinical Practice published by John Wiley & Sons Ltd https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made. |
spellingShingle | Original Papers Marino, Luca Suppa, Marianna Rosa, Antonello Servello, Adriana Coppola, Alessandro Palladino, Mariangela Mazzocchitti, Anna Maria Bresciani, Emanuela Petramala, Luigi Bertazzoni, Giuliano Pastori, Daniele Time to hospitalisation, CT pulmonary involvement and in‐hospital death in COVID‐19 patients in an Emergency Medicine Unit |
title | Time to hospitalisation, CT pulmonary involvement and in‐hospital death in COVID‐19 patients in an Emergency Medicine Unit |
title_full | Time to hospitalisation, CT pulmonary involvement and in‐hospital death in COVID‐19 patients in an Emergency Medicine Unit |
title_fullStr | Time to hospitalisation, CT pulmonary involvement and in‐hospital death in COVID‐19 patients in an Emergency Medicine Unit |
title_full_unstemmed | Time to hospitalisation, CT pulmonary involvement and in‐hospital death in COVID‐19 patients in an Emergency Medicine Unit |
title_short | Time to hospitalisation, CT pulmonary involvement and in‐hospital death in COVID‐19 patients in an Emergency Medicine Unit |
title_sort | time to hospitalisation, ct pulmonary involvement and in‐hospital death in covid‐19 patients in an emergency medicine unit |
topic | Original Papers |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8236995/ https://www.ncbi.nlm.nih.gov/pubmed/34076933 http://dx.doi.org/10.1111/ijcp.14426 |
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