tetano
Editor, Senior Moderator
J Infect Chemother
. 2023 Nov 18:S1341-321X(23)00285-4.
doi: 10.1016/j.jiac.2023.11.013. Online ahead of print. Prediction of acute lung injury assessed by chest computed tomography, oxygen saturation/fraction of inspired oxygen ratio, and serum lactate dehydrogenase in patients with COVID-19
Shin Matsubara[SUP] 1 [/SUP], Kazuki Sudo[SUP] 2 [/SUP], Kohsuke Kushimoto[SUP] 3 [/SUP], Ryogo Yoshii[SUP] 4 [/SUP], Keita Inoue[SUP] 5 [/SUP], Mao Kinoshita[SUP] 6 [/SUP], Kunihiko Kooguchi[SUP] 7 [/SUP], Satoru Shikata[SUP] 8 [/SUP], Tohru Inaba[SUP] 9 [/SUP], Teiji Sawa[SUP] 10 [/SUP]
Affiliations
Introduction: In treating acute hypoxemic respiratory failure (AHRF) caused by coronavirus disease 2019 (COVID-19), clinicians choose respiratory therapies such as low-flow nasal cannula oxygenation, high-flow nasal cannula oxygenation, or mechanical ventilation after assessment of the patient's condition. Chest computed tomography (CT) imaging contributes significantly to diagnosing COVID-19 pneumonia. However, the costs and potential harm to patients from radiation exposure need to be considered. This study was performed to predict the quantitative extent of COVID-19 acute lung injury using clinical indicators such as an oxygenation index and blood test results.
Methods: We analyzed data from 192 patients with COVID-19 AHRF. Multiple logistic regression was used to determine correlations between the lung infiltration volume (LIV) and other pathophysiological or biochemical laboratory parameters.
Results: Among 13 clinical parameters, we identified the oxygen saturation/fraction of inspired oxygen ratio (SF ratio) and serum lactate dehydrogenase (LD) concentration as factors associated with the LIV. In the binary classification of an LIV of ≥20 % or not and with the borderline LD = 2.2 × [SF ratio]-182.4, the accuracy, precision, diagnostic odds ratio, and area under the summary receiver operating characteristic curve were 0.828, 0.818, 23.400, and 0.870, respectively.
Conclusions: These data suggest that acute lung injury due to COVID-19 pneumonia can be estimated using the SF ratio and LD concentration without a CT scan. These findings may provide significant clinical benefit by allowing clinicians to predict acute lung injury levels using simple, minimally invasive assessment of oxygenation capacity and biochemical blood tests.
Keywords: Acute lung injury; COVID-19; Chest CT scan; Lactate dehydrogenase; Lung infiltration volume; SpO(2)/F(I)O(2) ratio.
. 2023 Nov 18:S1341-321X(23)00285-4.
doi: 10.1016/j.jiac.2023.11.013. Online ahead of print. Prediction of acute lung injury assessed by chest computed tomography, oxygen saturation/fraction of inspired oxygen ratio, and serum lactate dehydrogenase in patients with COVID-19
Shin Matsubara[SUP] 1 [/SUP], Kazuki Sudo[SUP] 2 [/SUP], Kohsuke Kushimoto[SUP] 3 [/SUP], Ryogo Yoshii[SUP] 4 [/SUP], Keita Inoue[SUP] 5 [/SUP], Mao Kinoshita[SUP] 6 [/SUP], Kunihiko Kooguchi[SUP] 7 [/SUP], Satoru Shikata[SUP] 8 [/SUP], Tohru Inaba[SUP] 9 [/SUP], Teiji Sawa[SUP] 10 [/SUP]
Affiliations
- PMID: 37984540
- DOI: 10.1016/j.jiac.2023.11.013
Introduction: In treating acute hypoxemic respiratory failure (AHRF) caused by coronavirus disease 2019 (COVID-19), clinicians choose respiratory therapies such as low-flow nasal cannula oxygenation, high-flow nasal cannula oxygenation, or mechanical ventilation after assessment of the patient's condition. Chest computed tomography (CT) imaging contributes significantly to diagnosing COVID-19 pneumonia. However, the costs and potential harm to patients from radiation exposure need to be considered. This study was performed to predict the quantitative extent of COVID-19 acute lung injury using clinical indicators such as an oxygenation index and blood test results.
Methods: We analyzed data from 192 patients with COVID-19 AHRF. Multiple logistic regression was used to determine correlations between the lung infiltration volume (LIV) and other pathophysiological or biochemical laboratory parameters.
Results: Among 13 clinical parameters, we identified the oxygen saturation/fraction of inspired oxygen ratio (SF ratio) and serum lactate dehydrogenase (LD) concentration as factors associated with the LIV. In the binary classification of an LIV of ≥20 % or not and with the borderline LD = 2.2 × [SF ratio]-182.4, the accuracy, precision, diagnostic odds ratio, and area under the summary receiver operating characteristic curve were 0.828, 0.818, 23.400, and 0.870, respectively.
Conclusions: These data suggest that acute lung injury due to COVID-19 pneumonia can be estimated using the SF ratio and LD concentration without a CT scan. These findings may provide significant clinical benefit by allowing clinicians to predict acute lung injury levels using simple, minimally invasive assessment of oxygenation capacity and biochemical blood tests.
Keywords: Acute lung injury; COVID-19; Chest CT scan; Lactate dehydrogenase; Lung infiltration volume; SpO(2)/F(I)O(2) ratio.