In the present study, we investigated the effect of expiratory time constant on the course of treatment and duration of mechanical ventilation in COVID-19 patients admitted to the ICU. According to the results, 66.7% of the patients were separated from mechanical ventilation system, and 33.3% of them died. There was a statistically significant difference in the age of patients between the two groups. Also, 53.3% of the participants were male, and 46.7% were female, and the outcome between the two genders did not show a statistically significant difference. In a similar study conducted on clinical features and prognosis of invasive ventilation in patients who were hospitalized with COVID-19, a large number of critically ill patients admitted to ICU were older males with poor outcomes and a high mortality rate (
20). Furthermore, a very high mortality rate of critically ill patients with COVID-19 was reported; since these patients had dyspnea and required mechanical ventilation, they were at a higher risk for death (
21). The results of an observational study evaluating the effects of body mass index (BMI) on the mortality of critically ill patients demonstrated that regardless of age and gender, BMI could increase the risk of mortality (
22). According to Mahmoodpoor et al., almost 60% of the patients underwent mechanical ventilation, 25% underwent non-invasive ventilation, and 15% received supplementary oxygen through facial oxygen masks (
23).
In our study, 45% of patients had a history of underlying disease. In patients who underwent mechanical ventilation with normal lungs, the normal RCEXP was between 0.5 and 0.7 seconds. It is important to check that lung capacity and resistance values are within the normal range. Since lung disease decreases lung capacity and increases lung resistance, and also measuring lung volumes and airway resistance is often important to provide an adequate characterization of the pattern of lung disease (
24), it may lead to false normalization of RCEXP. To the best of our knowledge, based on the available data within the first hours of hospitalization, predicting the need for mechanical ventilation, a risk score has been developed that should be validated to determine its further applicability in other populations (
25).
Furthermore, controlled modes in COVID-19 (
26) and positive end-expiratory pressure (PEEP) application are linked to improved arterial blood gas in patients undergoing gynecologic laparoscopy as one of the strategies for improving the respiratory status (
27). A previous case report showed that paying attention to happy hypoxemia critically improved the health status of COVID-19 patients (
28). Also, dexamethasone was associated with reduced need for mechanical ventilation as observed in another study, by improving compliance and promoting better oxygenation (
29). According to the results of a study by Asri et al., dexmedetomidine may improve arterial oxygenation during one-lung ventilation (OLV) in adult patients under the thoracic surgery, and can be a suitable anesthetic factor for thoracic surgery (
30). In a previous study, we demonstrated the effect of vitamin D supplements on expediting the weaning process in patients with the stroke (
31). Another study found a significant correlation between total and ionized calcium, but this correlation was not significant between corrected and ionized calcium. They proposed hypocalcemia as a predictor of disease severity and mortality (
32).
RCEXP less than 0.5 seconds indicates a decrease in lung compliance. In ARDS patients, the RCEXP is usually in the range of 0.4 to 0.6 seconds. In patients with more severe ARDS, it is shorter, indicating low compliance. In patients with pulmonary fibrosis or chest wall stiffness such as kyphoscoliosis, RCEXP is usually very short, ranging from 0.15 to 0.25 seconds. RCEXP more than 0.7 seconds indicates an increase in lung resistance, which may be associated with increased compliance in COPD patients with pulmonary emphysema (
17). Prolonged RCEXP is common in patients with COPD and asthma. In patients with severe bronchospasm, RCEXP can be up to 3 seconds. If the patient does not have COPD or asthma, prolonged RCEXP may indicate incorrect position or endotracheal contraction (
17). In patients with normal lungs under mechanical ventilation, normal RCEXP is in the range of 0.5 and 0.7 seconds. In ARDS patients, RCEXP is in the range of 0.4 to 0.6 seconds. RCEXP less than 0.5 seconds indicates decreased lung compliance. RCEXP longer than 0.7 seconds indicates increased lung resistance and increased lung compliance, as seen in patients with COPD and asthma.
In this study, we found a significant difference in lung compliance in the patients who were separated from mechanical ventilation compared to those who died. This finding is in line with the results of a recent study conducted on 113 patients with success and non-success extubation groups, indicating successful extubation in 13.1% of patients (
33). In another study, P. Candik examined the relationship between the expiratory time constant and ventilator separation parameters in patients hospitalized with respiratory failure. The results showed that RCEXP was associated with ventilator separation and extubation, so that RCEXP was an important parameter for extubation (
34).
In the present study, a statistically significant difference was found between the two groups in terms of mean and standard deviation of RCEXP. Thus, our results confirm these findings, indicating a significant difference in RCEXP between the two experimental groups. Okabe et al. reported that lung-thorax compliance is a potential indicator for extubation failure in patients admitted to the ICU, suggesting that lung-thorax compliance measurement can be a good index for extubation failure in the ICU. They also indicated that measurement of this index during a spontaneous breathing trial potentially can be an indicator of extubation failure in postoperative patients (
33).
Basiri et al (
35). conducted a study on comparison of pressure index (CROP) and rapid shallow breathing index (RSBI) separation indices in predicting the outcome of mechanical ventilation in 80 patients admitted to the ICU. Based on their results, the sensitivity of CROP and RSBI indices was 85% and 98.2%, respectively, and their specificity was 5% and 26%, respectively. The diagnostic accuracy of CROP (85.2%) was higher than that of RSBI index. In this study, CROP (compliance) had the highest diagnostic accuracy with high sensitivity and specificity. According to the requirement of endotracheal intubation and mechanical ventilation in ARDS in COVID-19 patients, some factors, including severe respiratory distress, loss of consciousness, and hypoxia, were the most important reasons for intubation (
36).
Al-Rawas et al. evaluated RCEXP as a criterion for determining respiratory system compliance and resistance (
37). In this study, 92 patients with acute respiratory failure who underwent mechanical ventilation through different ventilator modes were evaluated. This study concluded that the RCEXP is a good criterion for determining the respiratory system compliance and resistance (
37).
We also witnessed a significant difference between successful and unsuccessful extubation groups. This supports the findings by Okabe et al., in which 162 (93.6%) patients were successfully extubated, and 11 (6.4%) patients experienced unsuccessful extubation. The mean lung compliance in the successful and unsuccessful extubation groups was 71.9 ± 0.23 and 43.3 ± 14.6, respectively, which was a statistically significant difference (P < 0.0001) (
33).
Our results support the use of expiratory time constant on the course of treatment and duration of mechanical ventilation in patients with acute respiratory failure in the ICU. The main limitations of this study included a single-center nature of the study and a small sample size.
5.1. Conclusions
Since RCEXP was lower in the group with death outcome and lower level of this criterion is more common in restrictive lung diseases, it can be concluded that most severe lung diseases caused by COVID-19 have ARDS, and there is a significant relationship between low RCEXP and mortality rate. Further studies with larger sample sizes are required to confirm the results.