Diagnostic value of lung ultrasonographic parameters in predicting outcomes of coronavirus disease 2019 (COVID-19) in oxygen-dependent patients requiring intensive care unit treatment
DOI:
https://doi.org/10.14739/2310-1210.2024.3.300779Keywords:
coronavirus disease, COVID-19, lung, diagnostic ultrasound, lung ultrasound, diagnosis, treatment, prognosisAbstract
The aim – to determine the diagnostic value of lung ultrasound parameters in predicting outcomes of coronavirus disease 2019 (COVID-19) in oxygen-dependent patients requiring intensive care unit treatment.
Materials and methods. We examined 105 patients with COVID-19 who needed supplemental oxygen and were treated in the Department of Anesthesiology and Intensive Care. The age of patients ranged between 39 and 80 years, 63 participants were male and 42 – female. To determine the diagnostic value of lung ultrasound parameters in predicting the severe course of COVID-19 in oxygen-dependent patients, they were divided into groups: Group I – recovered patients (n = 39); Group II – patients with a fatal outcome (n = 66). In all the patients, the diagnosis of COVID-19 was confirmed by RNA-SARS-CoV-2 detection in nasopharyngeal swab specimens. The patients were examined and treated according to the Protocol of the Ministry of Health of Ukraine. The lung ultrasound protocol used in the study included 14 lung examination zones and a score of lung tissue infiltration degree from 0 to 3 points. Statistical processing of the data was performed with Statistica for Windows 13 (StatSoft Inc., No. JPZ804I382130ARCN10-J).
Results. In oxygen-dependent patients with severe COVID-19 and a fatal outcome, infiltrative changes in the lung parenchyma were more severe based on the lung ultrasound total score both at the time of admission (p < 0.01) and after 5 days of treatment (p < 0.01). The cutoff score of ≥19 at the time of hospitalization (AUC = 0.753, p < 0.01; sensitivity – 76.9 %, specificity – 68.2 %) and ≥17 after 5 days of treatment (AUC = 0.799, p < 0.01; sensitivity – 71.4 %, specificity – 92.1 %) had a prognostic value for assessing the risk of death in oxygen-dependent patients with severe COVID-19. A lung ultrasound score >19 at the time of admission increased the risk of death by 2.96 times (RR = 2.96, 95 % CI 1.43–2.87, p < 0.001). Lung ultrasound found pleural effusion only in oxygen-dependent COVID-19 patients who died. In the treatment dynamics after 5 days, the rate of pleural effusion detection in this group of patients was three times increased (from 9.1 % to 27.3 %, p < 0.01).
Conclusions. The study has revealed the diagnostic value of lung ultrasound parameters in predicting outcomes of COVID-19 in oxygen-dependent patients requiring intensive care unit treatment. Cutoffs of the total score characterizing the degree of lung tissue infiltration have been determined, that allowing to assert a high probability for a lethal outcome of the disease.
References
- Akl EA, Blažić I, Yaacoub S, Frija G, Chou R, Appiah JA, et al. Use of Chest Imaging in the Diagnosis and Management of COVID-19: A WHO Rapid Advice Guide. Radiology. 2021;298(2):E63-9. doi: https://doi.org/10.1148/radiol.2020203173
- Dunn F, Fry WJ. Ultrasonic absorption and reflection by lung tissue. Phys Med Biol. 1961;5:401-10. doi: https://doi.org/10.1088/0031-9155/5/4/302
- Volpicelli G, Elbarbary M, Blaivas M, Lichtenstein DA, Mathis G, Kirkpatrick AW, et al. International evidence-based recommendations for point-of-care lung ultrasound. Intensive Care Med. 2012;38(4):577-91. doi: https://doi.org/10.1007/s00134-012-2513-4
- Miller LD, Joyner CR Jr, Dudrick SJ, Eskin DJ. Clinical use of ultrasound in the early diagnosis of pulmonary embolism. Ann Surg. 1967;166(3):381-93. doi: https://doi.org/10.1097/00000658-196709000-00006
- Joyner CR Jr, Miller LD, Dudrick SJ, Eskin DJ, Bloom P. Reflected ultrasound in the study of diseases of the chest. Trans Am Clin Climatol Assoc. 1967;78:28-37.
- Ziskin MC, Thickman DI, Goldenberg NJ, Lapayowker MS, Becker JM. The comet tail artifact. J Ultrasound Med. 1982;1(1):1-7. doi: https://doi.org/10.7863/jum.1982.1.1.1
- Lichtenstein D, Mézière G, Biderman P, Gepner A, Barré O. The comet-tail artifact. An ultrasound sign of alveolar-interstitial syndrome. Am J Respir Crit Care Med. 1997;156(5):1640-6. doi: https://doi.org/10.1164/ajrccm.156.5.96-07096
- Demi L, Wolfram F, Klersy C, De Silvestri A, Ferretti VV, Muller M, et al. New International Guidelines and Consensus on the Use of Lung Ultrasound. J Ultrasound Med. 2023;42(2):309-44. doi: https://doi.org/10.1002/jum.16088
- Peixoto AO, Costa RM, Uzun R, Fraga AM, Ribeiro JD, Marson FA. Applicability of lung ultrasound in COVID-19 diagnosis and evaluation of the disease progression: A systematic review. Pulmonology. 2021;27(6):529-62. doi: https://doi.org/10.1016/j.pulmoe.2021.02.004
- Tung-Chen Y. Lung ultrasound in the monitoring of COVID-19 infection. Clin Med (Lond). 2020;20(4):e62-5. doi: https://doi.org/10.7861/clinmed.2020-0123
- Tan G, Lian X, Zhu Z, Wang Z, Huang F, Zhang Y, et al. Use of Lung Ultrasound to Differentiate Coronavirus Disease 2019 (COVID-19) Pneumonia From Community-Acquired Pneumonia. Ultrasound Med Biol. 2020;46(10):2651-8. doi: https://doi.org/10.1016/j.ultrasmedbio.2020.05.006
- Mafort TT, Lopes AJ, da Costa CH, da Cal MS, Lopes MC, da Silva BR, et al. Changes in lung ultrasound of symptomatic healthcare professionals with COVID-19 pneumonia and their association with clinical findings. J Clin Ultrasound. 2020;48(9):515-21. doi: https://doi.org/10.1002/jcu.22905
- Soldati G, Smargiassi A, Inchingolo R, Buonsenso D, Perrone T, Briganti DF, et al. Proposal for International Standardization of the Use of Lung Ultrasound for Patients With COVID-19: A Simple, Quantitative, Reproducible Method. J Ultrasound Med. 2020;39(7):1413-9. doi: https://doi.org/10.1002/jum.15285
- Veronese N, Sbrogiò LG, Valle R, Marin L, Boscolo Fiore E, Tiozzo A. Prognostic Value of Lung Ultrasonography in Older Nursing Home Residents Affected by COVID-19. J Am Med Dir Assoc. 2020;21(10):1384-6. doi: https://doi.org/10.1016/j.jamda.2020.07.034
- Zhao L, Yu K, Zhao Q, Tian R, Xie H, Xie L, et al. Lung Ultrasound Score in Evaluating the Severity of Coronavirus Disease 2019 (COVID-19) Pneumonia. Ultrasound Med Biol. 2020;46(11):2938-44. doi: https://doi.org/10.1016/j.ultrasmedbio.2020.07.024
- Fraleigh CD, Duff E. Point-of-care ultrasound. The Nurse Practitioner. 2022;47(8):14-20. doi: https://doi.org/10.1097/01.npr.0000841944.00536.b2
- Buda N, Kosiak W, Wełnicki M, Skoczylas A, Olszewski R, Piotrkowski J, et al. Recommendations for Lung Ultrasound in Internal Medicine. Diagnostics (Basel). 2020;10(8):597. doi: https://doi.org/10.3390/diagnostics10080597
- Lichtenstein D, Goldstein I, Mourgeon E, Cluzel P, Grenier P, Rouby JJ. Comparative diagnostic performances of auscultation, chest radiography, and lung ultrasonography in acute respiratory distress syndrome. Anesthesiology. 2004;100(1):9-15. doi: https://doi.org/10.1097/00000542-200401000-00006
- Lichter Y, Topilsky Y, Taieb P, Banai A, Hochstadt A, Merdler I, et al. Lung ultrasound predicts clinical course and outcomes in COVID-19 patients. Intensive Care Med. 2020;46(10):1873-83. doi: https://doi.org/10.1007/s00134-020-06212-1
- Gil-Rodríguez J, Pérez de Rojas J, Aranda-Laserna P, Benavente-Fernández A, Martos-Ruiz M, Peregrina-Rivas JA, et al. Ultrasound findings of lung ultrasonography in COVID-19: A systematic review. Eur J Radiol. 2022;148:110156. doi: https://doi.org/10.1016/j.ejrad.2022.110156
- Ji L, Cao C, Gao Y, Zhang W, Xie Y, Duan Y, et al. Prognostic value of bedside lung ultrasound score in patients with COVID-19. Crit Care. 2020;24(1):700. doi: https://doi.org/10.1186/s13054-020-03416-1
- Bosso G, Allegorico E, Pagano A, Porta G, Serra C, Minerva V, et al. Lung ultrasound as diagnostic tool for SARS-CoV-2 infection. Intern Emerg Med. 2021;16(2):471-476. doi: https://doi.org/10.1007/s11739-020-02512-y
- Boero E, Rovida S, Schreiber A, Berchialla P, Charrier L, Cravino MM, et al. The COVID-19 Worsening Score (COWS)-a predictive bedside tool for critical illness. Echocardiography. 2021;38(2):207-16. doi: https://doi.org/10.1111/echo.14962
- Pisani L, Vercesi V, van Tongeren PS, Lagrand WK, Leopold SJ, Huson MA, et al. The diagnostic accuracy for ARDS of global versus regional lung ultrasound scores – a post hoc analysis of an observational study in invasively ventilated ICU patients. Intensive Care Med Exp. 2019;7(Suppl 1):44. doi: https://doi.org/10.1186/s40635-019-0241-6
- Perrone T, Soldati G, Padovini L, Fiengo A, Lettieri G, Sabatini U, et al. A New Lung Ultrasound Protocol Able to Predict Worsening in Patients Affected by Severe Acute Respiratory Syndrome Coronavirus 2 Pneumonia. J Ultrasound Med. 2021;40(8):1627-35. doi: https://doi.org/10.1002/jum.15548
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