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Is lung density associated with severity of COVID-19?
PURPOSE: Emphysema and chronic obstructive lung disease were previously identified as major risk factors for severe disease progression in COVID-19. Computed tomography (CT)-based lung-density analysis offers a fast, reliable, and quantitative assessment of lung density. Therefore, we aimed to asses...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Termedia Publishing House
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7654311/ https://www.ncbi.nlm.nih.gov/pubmed/33204375 http://dx.doi.org/10.5114/pjr.2020.100788 |
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author | Bressem, Keno K. Adams, Lisa C. Albrecht, Jakob Petersen, Antonie Thieß, Hans-Martin Niehues, Alexandra Niehues, Stefan M. Vahldiek, Janis L. |
author_facet | Bressem, Keno K. Adams, Lisa C. Albrecht, Jakob Petersen, Antonie Thieß, Hans-Martin Niehues, Alexandra Niehues, Stefan M. Vahldiek, Janis L. |
author_sort | Bressem, Keno K. |
collection | PubMed |
description | PURPOSE: Emphysema and chronic obstructive lung disease were previously identified as major risk factors for severe disease progression in COVID-19. Computed tomography (CT)-based lung-density analysis offers a fast, reliable, and quantitative assessment of lung density. Therefore, we aimed to assess the benefit of CT-based lung density measurements to predict possible severe disease progression in COVID-19. MATERIAL AND METHODS: Thirty COVID-19-positive patients were included in this retrospective study. Lung density was quantified based on routinely acquired chest CTs. Presence of COVID-19 was confirmed by reverse transcription polymerase chain reaction (RT-PCR). Wilcoxon test was used to compare two groups of patients. A multivariate regression analysis, adjusted for age and sex, was employed to model the relative increase of risk for severe disease, depending on the measured densities. RESULTS: Intensive care unit (ICU) patients or patients requiring mechanical ventilation showed a lower proportion of medium- and low-density lung volume compared to patients on the normal ward, but a significantly larger volume of high-density lung volume (12.26 dl IQR 4.65 dl vs. 7.51 dl vs. IQR 5.39 dl, p = 0.039). In multivariate regression analysis, high-density lung volume was identified as a significant predictor of severe disease. CONCLUSIONS: The amount of high-density lung tissue showed a significant association with severe COVID-19, with odds ratios of 1.42 (95% CI: 1.09-2.00) and 1.37 (95% CI: 1.03-2.11) for requiring intensive care and mechanical ventilation, respectively. Acknowledging our small sample size as an important limitation; our study might thus suggest that high-density lung tissue could serve as a possible predictor of severe COVID-19. |
format | Online Article Text |
id | pubmed-7654311 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Termedia Publishing House |
record_format | MEDLINE/PubMed |
spelling | pubmed-76543112020-11-16 Is lung density associated with severity of COVID-19? Bressem, Keno K. Adams, Lisa C. Albrecht, Jakob Petersen, Antonie Thieß, Hans-Martin Niehues, Alexandra Niehues, Stefan M. Vahldiek, Janis L. Pol J Radiol Original Paper PURPOSE: Emphysema and chronic obstructive lung disease were previously identified as major risk factors for severe disease progression in COVID-19. Computed tomography (CT)-based lung-density analysis offers a fast, reliable, and quantitative assessment of lung density. Therefore, we aimed to assess the benefit of CT-based lung density measurements to predict possible severe disease progression in COVID-19. MATERIAL AND METHODS: Thirty COVID-19-positive patients were included in this retrospective study. Lung density was quantified based on routinely acquired chest CTs. Presence of COVID-19 was confirmed by reverse transcription polymerase chain reaction (RT-PCR). Wilcoxon test was used to compare two groups of patients. A multivariate regression analysis, adjusted for age and sex, was employed to model the relative increase of risk for severe disease, depending on the measured densities. RESULTS: Intensive care unit (ICU) patients or patients requiring mechanical ventilation showed a lower proportion of medium- and low-density lung volume compared to patients on the normal ward, but a significantly larger volume of high-density lung volume (12.26 dl IQR 4.65 dl vs. 7.51 dl vs. IQR 5.39 dl, p = 0.039). In multivariate regression analysis, high-density lung volume was identified as a significant predictor of severe disease. CONCLUSIONS: The amount of high-density lung tissue showed a significant association with severe COVID-19, with odds ratios of 1.42 (95% CI: 1.09-2.00) and 1.37 (95% CI: 1.03-2.11) for requiring intensive care and mechanical ventilation, respectively. Acknowledging our small sample size as an important limitation; our study might thus suggest that high-density lung tissue could serve as a possible predictor of severe COVID-19. Termedia Publishing House 2020-10-30 /pmc/articles/PMC7654311/ /pubmed/33204375 http://dx.doi.org/10.5114/pjr.2020.100788 Text en © Pol J Radiol 2020 https://creativecommons.org/licenses/by-nc-nd/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution-Noncommercial-No Derivatives 4.0 International (CC BY-NC-ND 4.0). License (https://creativecommons.org/licenses/by-nc-nd/4.0/) |
spellingShingle | Original Paper Bressem, Keno K. Adams, Lisa C. Albrecht, Jakob Petersen, Antonie Thieß, Hans-Martin Niehues, Alexandra Niehues, Stefan M. Vahldiek, Janis L. Is lung density associated with severity of COVID-19? |
title | Is lung density associated with severity of COVID-19? |
title_full | Is lung density associated with severity of COVID-19? |
title_fullStr | Is lung density associated with severity of COVID-19? |
title_full_unstemmed | Is lung density associated with severity of COVID-19? |
title_short | Is lung density associated with severity of COVID-19? |
title_sort | is lung density associated with severity of covid-19? |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7654311/ https://www.ncbi.nlm.nih.gov/pubmed/33204375 http://dx.doi.org/10.5114/pjr.2020.100788 |
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