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Observational Study
. 2023 Jul;33(7):4713-4722.
doi: 10.1007/s00330-023-09427-0. Epub 2023 Feb 3.

Association of subpleural ground-glass opacities with respiratory failure and RNAemia in COVID-19

Affiliations
Observational Study

Association of subpleural ground-glass opacities with respiratory failure and RNAemia in COVID-19

K Nagaoka et al. Eur Radiol. 2023 Jul.

Abstract

Objectives: To examine the radiological patterns specifically associated with hypoxemic respiratory failure in patients with coronavirus disease (COVID-19).

Methods: We enrolled patients with COVID-19 confirmed by qPCR in this prospective observational cohort study. We explored the association of clinical, radiological, and microbiological data with the development of hypoxemic respiratory failure after COVID-19 onset. Semi-quantitative CT scores and dominant CT patterns were retrospectively determined for each patient. The microbiological evaluation included checking the SARS-CoV-2 viral load by qPCR using nasal swab and serum specimens.

Results: Of the 214 eligible patients, 75 developed hypoxemic respiratory failure and 139 did not. The CT score was significantly higher in patients who developed hypoxemic respiratory failure than in those did not (median [interquartile range]: 9 [6-14] vs 0 [0-3]; p < 0.001). The dominant CT patterns were subpleural ground-glass opacities (GGOs) extending beyond the segmental area (n = 44); defined as "extended GGOs." Multivariable analysis showed that hypoxemic respiratory failure was significantly associated with extended GGOs (odds ratio [OR] 29.6; 95% confidence interval [CI], 9.3-120; p < 0.001), and a CT score > 4 (OR 12.7; 95% CI, 5.3-33; p < 0.001). The incidence of RNAemia was significantly higher in patients with extended GGOs (58.3%) than in those without any pulmonary lesion (14.7%; p < 0.001).

Conclusions: Extended GGOs along the subpleural area were strongly associated with hypoxemia and viremia in patients with COVID-19.

Key points: • Extended ground-glass opacities (GGOs) along the subpleural area and a CT score > 4, in the early phase of COVID-19, were independently associated with the development of hypoxemic respiratory failure. • The absence of pulmonary lesions on CT in the early phase of COVID-19 was associated with a lower risk of developing hypoxemic respiratory failure. • Compared to patients with other CT findings, the extended GGOs and a higher CT score were also associated with a higher incidence of RNAemia.

Keywords: COVID-19; CT; Ground-glass opacity; Respiratory failure; Severe pneumonia.

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Conflict of interest statement

The authors of this manuscript declare no relationships with any companies whose products or services may be related to the subject matter of the article.

Figures

Fig. 1
Fig. 1
Flow chart showing patient selection
Fig. 2
Fig. 2
Chest CT images showing the dominant patterns in patients with early COVID-19. a Extended GGOs (arrows), (b) segmental GGOs (arrow), (c) extended OP-like lesion (arrow), and (d) segmental OP-like lesion (arrow). Abbreviations: GGOs, ground-glass opacities; OP, organizing pneumonia
Fig. 3
Fig. 3
Value of CT findings for predicting respiratory failure in this study. Forest plots representing the odds ratio for each dominant CT pattern, adjusted by age, sex, BMI, and history of hypertension or diabetes mellitus (a). “None” denotes an absence of pulmonary lesions. ROC, AUCs of semi-quantitative CT score for predicting hypoxemic respiratory failure (b). CT score in patients with each dominant CT pattern (c). Data are presented as Tukey box-plots and individual values. * p < 0.05. *** p < 0.001. **** p < 0.0001. Abbreviations: AUC, area under the ROC curve; COVID-19, coronavirus disease; CT, computed tomography; ex, extended; GGOs, ground-glass opacities; OP, organizing pneumonia; ROC, receiver-operating characteristic; seg, segmental
Fig. 4
Fig. 4
Correlation between the semi-quantitative CT score and SARS-CoV-2 viral load in the nasal-swab specimens of patients with COVID-19. a Spearman’s correlation coefficient and logarithmic trendlines are shown. b Data are presented as Tukey box-plots and individual values. **** p < 0.0001. Abbreviations: COVID-19, coronavirus disease; CT, computed tomography; SARS-CoV-2, severe acute respiratory syndrome coronavirus 2

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References

    1. Guan WJ, Ni ZY, Hu Y et al (2020) China Medical Treatment Expert Group for Covid-19. Clinical characteristics of Coronavirus Disease 2019 in China. N Eng J Med 382:1708–1720 - PMC - PubMed
    1. Machnicki S, Patel D, Singh A, et al. The usefulness of chest CT imaging in patients with suspected or diagnosed COVID-19: a review of literature. Chest. 2021;160:652–670. doi: 10.1016/j.chest.2021.04.004. - DOI - PMC - PubMed
    1. Ojha V, Mani A, Pandey NN, et al. CT in coronavirus disease 2019 (COVID-19): a systematic review of chest CT findings in 4410 adult patients. Eur Radiol. 2020;30:6129–6138. doi: 10.1007/s00330-020-06975-7. - DOI - PMC - PubMed
    1. Zhao W, Zhong Z, Xie X, et al. Relation between chest CT findings and clinical conditions of Coronavirus Disease (COVID-19) pneumonia: a multicenter study. AJR Am J Roentgenol. 2020;214:1072–1077. doi: 10.2214/AJR.20.22976. - DOI - PubMed
    1. Colombi D, Bodini FC, Petrini M, et al. Well-aerated lung on admitting chest CT to predict adverse outcome in COVID-19 pneumonia. Radiology. 2020;296:E86–E96. doi: 10.1148/radiol.2020201433. - DOI - PMC - PubMed

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