The PaCO2/FiO2 ratio as outcome predictor in SARS-COV-2 related pneumonia: a retrospective study
Keywords:
PaCO2/FiO2 ratio, SARS-CoV-2, pneumonia, respiratory failure, outcome predictorsAbstract
Background and aim: Respiratory failure in SARS-CoV-2 patients is characterized by the presence of hypoxemia and hypocapnia without relevant dyspnea. To date, the use of respiratory parameters other than PaO2/FiO2 ratio to stratify the risk of worsening of these patients has not been sufficiently studied. Aim of this work was to evaluate whether the ratio between partial pressure levels of carbon dioxide (PaCO2) and the fraction of inspired oxygen (FiO2) measured at emergency department (ED) admission is predictive of the clinical course of patients suffering from SARS-CoV-2 pneumonia. Methods: We retrospectively studied 236 patients with SARS-CoV-2 pneumonia evaluated at the ED of the Perugia Hospital. The end-points were: in-hospital mortality, need for invasive mechanical ventilation (IMV) and length of in-hospital stay (LOS). Clinical, blood gas and laboratory data were collected at ED admission. Results: Of the 236 patients 157 were male, the mean age was 64 ± 16. Thirtythree patients (14%) needed IMV, 49 died (21%). In the univariate analysis, the PaCO2/FiO2 ratio was inversely associated with the need for IMV (p <0.001), mortality (p <0.001) and LOS (p = 0.005). At the multivariate analysis the PaCO2/FiO2 ratio was found to be predictive of the need for IMV, independently from age, gender, number of comorbidities, neutrophils, lymphocytes, glomerular filtrate, d-dimer, LDH and CRP. Conclusions: the PaCO2/FiO2 ratio is predictive of the risk of respiratory failure worsening in patients with SARS-CoV-2 pneumonia, independently from other several confounding factors.
References
Huang C, Wang Y, Li X, Ren L, Zhao J, Hu Y, et al. Clinical features of patients infected with 2019 novel coronavirus in Wuhan, China. Lancet 2020;395 (10223):497–506.
https://www.who.int/emergencies/diseases/novel-coronavirus-2019/situation-reports
Wu Z, McGoogan JM. Characteristics of and important lessons from the coronavirus disease 2019 (COVID-19) outbreak in China: summary of a report of 72,314 cases from the Chinese Center for Disease Control and Prevention. JAMA 2020;323(13):1239-1242
Tobin MJ, Laghi F, Jubran A. Why COVID-19 silent hypoxemia is baffling to physicians. Am J Respir Crit Care Med 2020;202(3):356-360.
Zhou F, Yu T, Du R, Fan G, Liu Y, Liu Z, et al. Clinical course and risk factors for mortality of adult inpatients with COVID-19 in Wuhan, China: a retrospective cohort study. Lancet 2020;395(10229):1054-1062
Guan W, Xian J. The progress of 2019 Novel Coronavirus (2019-nCoV) event in China. J Med Virol 2020; 92(5):468-472
Ottestad W and Søvik S. COVID-19 patients with respiratory failure: what can we learn from aviation medicine? Br J Anaesth 2020;125(3):e280-e281. doi: 10.1016/j.bja.2020.04.012
Dhont S, Derom E, Van Braeckel E, Depuydt P, Lambrecht BN. The pathophysiology of 'happy' hypoxemia in COVID-19. Respir Res 2020;21(1):198
Hamilton C, Steinlechner B, Gruber E, Simon P, Wollenek G. The oxygen dissociation curve: quantifying the shift. Perfusion 2004;19(3):141-4. doi: 10.1191/0267659104pf734oa
Leusen IR. Chemosensitivity of the respiratory center; influence of CO2 in the cerebral ventricles on respiration. Am J Physiol 1954;176:39–44.
Churpek MM, Wendlandt B, Zadravecz FJ, et al. Association between intensive care unit transfer delay and hospital mortality: a multicenter investigation. J Hosp Med 2016; 11:757–62
Coronavirus Disease 2019 (COVID-19) Treatment Guidelines. National Institutes of Health (US); 2021 https://www.covid19treatmentguidelines.nih.gov/
Reilev M, Kristensen KB, Pottegard A et al. Characteristics and predictors of hospitalization and death in the first 11122 cases with a positive RT-PCR test for SARS-CoV-2 in Denmark: a nationwide cohort. Int J Epidemiol 2020; 49(5):1468-1481. doi: 10.1093/ije/dyaa140
Newton S, Zollinger B, Freeman J et al. Factors associated with clinical severity in emergency department patients presenting with symptomatic SARS-CoV-2 infection. J Am Coll Emerg Physicians Open 2021; 2(4):e12453. doi: 10.1002/emp2.12453
Fisman DN, Greer AL, Hillmer M, Tuite R. Derivation and validation of clinical prediction rules for COVID-19 mortality in Ontario, Canada. Open Forum Infect Dis 2020; 7(11):ofaa463. doi: 10.1093/ofid/ofaa463.
Masetti C, Generali E, Colapietro F et al. High mortality in COVID-19 patients with mild respiratory disease. Eur J Clin Invest 2020; 50(9):e13314. doi: 10.1111/eci.13314
Peng Y, Meng K, He M et al. Clinical characteristics and prognosis of 244 cardiovascular patients suffering from Coronavirus disease in Wuhan, China. J Am Heart Assoc. 2020; 9(19):e016796. doi: 10.1161/JAHA.120.016796
Poggiali E, Zaino D, Immovilli P et al. Lactate dehydrogenase and C-reactive proteina as predictors of respiratory failure in COVID-19 patients. Clin Chim Acta 2020; 509:135-138. doi: 10.1016/j.cca.2020.06.012
Vultaggio A, Vivarelli E, Virgili G et al. Prompt predicting of early clinical deterioration of moderate-to-severe COVID-19 patients: usefulness of a combined score using IL-6 in a preliminary study. J Allergy Clin Immunol Pract 2020; 8(8):2575-2581.e2. doi: 10.1016/j.jaip.2020.06.013
Tzoulis P, Waung JABagkeris E et al. Dysnatremia is a predictor for morbidity and mortality in hospitalized patients with COVID-19. J Clin Endocrinol Metab 2021; 106(6):1637-1648. doi: 10.1210/clinem/dgab107. PMID: 33624101
Liu FY, Sun XL, Zhang Y et al. Evaluation of the risk prediction tools for patients with coronavirus disease 2019 in wuhan, China: a single centered, retrospective, observational study. Crit Care Med. 2020; 48(11):e1004-e1011. doi: 10.1097/CCM.0000000000004549
Zou X, Li S, Fang M et al. Acute Physiology and Chronic Health Evaluation II Score as a predictor of hospital mortality in patients of coronavirus disease 2019. Crit Care Med 2020; 48 (8): doi: 10.1097/CCM.0000000000004411.
Mei J, Hu W, Chen Q et al. Development and external validation of a COVID-19 mortality risk prediction algorithm: a multicenter retrospective cohort study. BMJ Open. 2020; 10(12):e044028. doi: 10.1136/bmjopen-2020-044028
Weng Z, Chen Q, Li Sumeng et al. ANDC: an early warning score to predict mortality risk for patients with coronavirus disease 2029. J Transl Med. 2020; 18(1):328. doi: 10.1186/s12967-020-02505-7
Kodama T, Obinata H, Mori H et al. Prediction of an increase in oxygen requirement of SARS-CoV-2 pneumonia using three different scoring systems. J Infect Chemother. 2021; 27(2):336-341. doi: 10.1016/j.jiac.2020.12.009
Kodama T, Obinata H, Mori H et al. Prediction of an increase in oxygen requirement of SARS-CoV-2 pneumonia using three different scoring systems. J Infect Chemother. 2021; 27(2):336-341. doi: 10.1016/j.jiac.2020.12.009
Wynants L, Van Calster B, Collins GS, et al. Prediction models for diagnosis and prognosis of covid-19 infection: systematic review and critical appraisal. BMJ 2020;369:m1328
Prediletto I, D’Antoni L, Carbonara P et al. Standardizing PaO2 for PaCO2 in P/F ratio predicts in-hospital mortality in acute respiratory failure due to COVID-19: a pilot prospective study. Eur J Intern Med 2021; 92:48-54. doi: 10.1016/j.ejim.2021.06.002
Gattinoni L, Coppola S, Cressoni M, Chiumello D. (2020) COVID-19 Does Not Lead to a "Typical" Acute Respiratory Distress Syndrome. Am J Respir Crit Care Med May 15;201(10):1299-1300
Potus F, Mai V, Lebret M et al (2020). Novel insights on the pulmonary vascular consequences of COVID19 . Am J Physiol Lung Cell Mol Physiol 319: L277-288
Brochard L, Slutsky A, Pesenti A. Mechanical ventilation to minimize progression of lung injury in acute respiratory failure. Am J Respir Crit Care Med 2017; 195(4): 438-442
Grieco DL, Menga LS, Eleuteri D, Antonelli M. Patient self-inflicted lung injury: implications for acute hypoxemic respiratory failure and ARDS patients on non-invasive support. Minerva Anesthesiol 2019; 85(9): 1014-1023
Tobin MJ, Laghi F, Jubran A. Caution about early intubation and mechanical ventilation in COVID-19. Ann Intensive Care 2020; 10: 78, https://doi.org/10.1186/s13613-020-00692-6
Tobin MJ, Laghi F, Jubran A. P-SILI is not justification for intubation of COVID-19 patients. Ann Intensive Care 2020; 10: 105; https://doi.org/10.1186/s13613-020-00724-1
Ranieri VM, Rubenfeld GD, Thompson BT, Ferguson ND, Caldwell E, Fan E, et al. Acute respiratory distress syndrome: The Berlin definition. JAMA. 2012; 307:2526–33. https://doi.org/10.1001/jama. 2012.5669 PMID: 22797452
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Copyright (c) 2022 Stefano De Vuono, Pasquale Cianci, Sokol Berisha, Patrizia Pierini, Gaia Baccarini, Francesco Balducci, Alessandra Lignani, Laura Settimi, Maria Rita Taliani, Paolo Groff
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