Skip to main content

Early pathophysiology-driven airway pressure release ventilation versus low tidal volume ventilation strategy for patients with moderate-severe ARDS: study protocol for a randomized, multicenter, controlled trial

Abstract

Background

Conventional Mechanical ventilation modes used for individuals suffering from acute respiratory distress syndrome have the potential to exacerbate lung injury through regional alveolar overinflation and/or repetitive alveolar collapse with shearing, known as atelectrauma. Animal studies have demonstrated that airway pressure release ventilation (APRV) offers distinct advantages over conventional mechanical ventilation modes. However, the methodologies for implementing APRV vary widely, and the findings from clinical studies remain controversial. This study (APRVplus trial), aims to assess the impact of an early pathophysiology-driven APRV ventilation approach compared to a low tidal volume ventilation (LTV) strategy on the prognosis of patients with moderate to severe ARDS.

Methods

The APRVplus trial is a prospective, multicenter, randomized clinical trial, building upon our prior single-center study, to enroll 840 patients from at least 35 hospitals in China. This investigation plans to compare the early pathophysiology-driven APRV ventilation approach with the control intervention of LTV lung-protective ventilation.

The primary outcome measure will be all-cause mortality at 28 days after randomization in the intensive care units (ICU). Secondary outcome measures will include assessments of oxygenation, and physiology parameters at baseline, as well as on days 1, 2, and 3. Additionally, clinical outcomes such as ventilator-free days at 28 days, duration of ICU and hospital stay, ICU and hospital mortality, and the occurrence of adverse events will be evaluated.

Trial ethics and dissemination

The research project has obtained approval from the Ethics Committee of West China Hospital of Sichuan University (2019-337). Informed consent is required. The results will be submitted for publication in a peer-reviewed journal and presented at one or more scientific conferences.

Trial registration

The study was registered at Clinical Trials.gov (NCT03549910) on June 8, 2018.

Peer Review reports

Introduction

Mechanical ventilation is a crucial component of the treatment of acute respiratory distress syndrome (ARDS) [1]. However, it has the potential to exacerbate lung injury through regional alveolar overinflation and/or repetitive alveolar collapse with shearing (atelectrauma) [2, 3]. In the conventional lung-protective ventilation strategy, achieving a balance between recruitment and over-distension is challenging due to the diverse lesion areas that require different pressures for reopening and have varying critical closing pressures for individual patients [4, 5]. Despite the development of numerous mechanical ventilation strategies over the past two decades, mortality rates for patients with moderate to severe ARDS remain unacceptably high, reaching 40–50% [6, 7].

Most mechanical ventilation strategies aimed at mitigating ventilator-induced lung injury (VILI) operate under the assumption that alveoli behave elastically, reaching an elastic load limit based on elastin/collagen interaction [8]. However, in reality, alveoli function as a viscoelastic system, exhibiting a lag between the onset or removal of stress and the initiation of volume change [9, 10]. From an anatomical standpoint, it is crucial to consider the presence of collateral respiratory pathways, such as the pores of Kohn, interalveolar septal pores, and canals of Lambert, which provide additional connections between adjacent alveoli, facilitating the redistribution of alveolar volume and pressure throughout the lung over time [11, 12]. This process promotes uniform ventilation and gas exchange within the lungs. Previous studies have indicated that alveolar recruitment and collapse not only rely on the magnitude of pressure applied to the lung but also on the duration for which the pressure is applied [13,14,15].

Considering the viscoelastic nature of the lung in ARDS, airway pressure release ventilation (APRV) was initially described in 1987 by Stock and colleagues as a groundbreaking form of mechanical ventilation. Instead of delivering tidal volume by elevating airway pressure above the positive end-expiratory pressure (PEEP), APRV entails the provision of continuous positive airway pressure with a brief intermittent release phase, enabling the release of only a partial lung volume and allowing spontaneous breathing throughout the high-pressure phase [16]. Theoretically, in the context of heterogeneous lung injury under APRV ventilation, the appropriate elevated baseline airway pressure (Phigh) at the safe target and prolonged duration of Phigh could optimally facilitate gradual alveolar recruitment over time, while averting overinflation. Moreover, the brief release phase (Tlow) allows for only a partial loss of lung volume to eliminate carbon dioxide, prevent alveolar collapse, and foster alveolar stability and homogeneity. Consequently, APRV emerges as an exemplary protective mechanical ventilation strategy for enhancing pulmonary function and mitigating lung injury [12, 17].

Animal experiments have illustrated that employing a physiology-driven approach to APRV, as opposed to low tidal volume ventilation (LTV), in ARDS animal models, enhances alveolar recruitment and gas exchange, mitigates lung injury, preserves surfactant protein and lung architecture, improves homogeneity without increasing lung stress and strain, and allows for spontaneous breathing [18,19,20,21,22,23]. This approach also decreases intrathoracic pressure, enhances systemic venous return, and mitigates the cardiovascular depressant effects of positive pressure [24,25,26]. Despite offering compelling physiological advantages over other ventilation modes, the clinical impact of APRV remains uncertain due to inconsistent outcome data, substantial heterogeneity in its application, and a dearth of convincing evidence [27].

In a single-center, randomized controlled trial, early physiology-driven APRV was compared with LTV in ARDS patients with a partial pressure of arterial oxygen and a fraction of inspired oxygen (PaO2/FiO2) ratio of ≤ 250mmHg [28]. The findings demonstrated that APRV significantly improved oxygenation and respiratory system compliance, reduced plateau airway pressure, decreased sedation requirement, and also led to hemodynamic improvement. A secondary analysis of existing data revealed that patients with moderate to severe ARDS derived greater benefit from mechanical ventilation with APRV than those with mild ARDS. To further investigate the early use of physiology-driven APRV in ARDS patients, our group has designed a multicenter randomized clinical trial to assess the impact of mechanical ventilation with APRV in patients with moderate-to-severe ARDS. This paper outlines the study procedures and planned analyses for this clinical trial, which is registered on ClinicalTrials.gov under number NCT03549910.

Methods and analysis

Trial conduct

We will procure informed consent from the legally authorized representatives. The trial has been approved by the Ethics Committee of West China Hospital of Sichuan University under approval number 2019 − 337, as well as the regional ethics committee of each participating site.

Trial design

Study design

To test the hypothesis that early physiology-driven APRV ventilation will result in an improvement in the primary outcome of mortality until 28-day for patients with moderate to severe ARDS, we have developed a multicenter, prospective, randomized clinical trial (APRVplus trial). The overall study flow is depicted in Fig. 1.

Fig. 1
figure 1

Study flow diagram

Study population

The study will enroll adult patients aged 18 years and older who have been admitted to the intensive care unit (ICU) with moderate to severe ARDS, have undergone tracheal intubation, and received invasive mechanical ventilation for less than 72 h. The Berlin Conference definition will be utilized to identify patients with moderate-to-severe ARDS, including (A) hypoxemic respiratory failure with a PaO2/FiO2 ratio < 200 mmHg, (B) bilateral alveolar infiltrates on chest X-ray not present for more than 7 days, (C) respiratory failure not fully explained by cardiac failure or fluid overload, and (D) intubation on controlled ventilation and receiving PEEP ≥ 5 cmH2O [29].

Patients will be excluded from the trial if they meet any of the following criteria: (a) age over 85 years, (b) pregnancy, (c) suspected vasculitic pulmonary hemorrhage, (d) neuromuscular disorders known to prolong the need for mechanical ventilation, (e) severe chronic obstructive pulmonary disease, (f) severe hemodynamic instability (mean arterial pressure less than 60 mmHg despite sufficient fluid administration and use of high-dose vasoactive drugs (equivalent vasoactive drug dose: norepinephrine > 1.0 µg/kg/min)), (g) intracranial hypertension, (h) acute coronary syndrome, (i) pneumothorax, subcutaneous emphysema, pneumomediastinum, or pneumatocele, (j) patients in a moribund state or receiving palliative care only, (k) consent not obtainable, or (l) patients previously enrolled in another study.

Patients will be recruited from roughly 35 clinical sites in Mainland China with expertise in the identification and treatment of ARDS. Research investigators will provide training to the sub-research group at each sub-center on research protocols and implementation procedures. Coordinators at each participating site will assess potential candidates for enrollment. Once a patient is eligible for the study, a research investigator will obtain informed consent from the surrogate decision-maker. Subsequently, eligible patients will be enrolled and randomized, and initial ventilator adjustments will be made within 6 h.

Randomization and blinding

After enrollment, patients will be randomized in a 1:1 ratio to either the APRVplus group or the LTV group using a block randomization scheme. The random allocation list was crafted by a statistician uninvolved in the clinical aspects of the trial, utilizing a computer-generated random number list. Randomization will be stratified by enrollment site, pulmonary ARDS, and extrapulmonary ARDS. Assignment schedules were generated for each participating site, and allocation concealment was assured through a central web-based system (APRVplus.com) managed by Sichuan Zhikang Tech Co., Ltd. The treatment allocation for each patient will only be disclosed after their enrollment in the study.

As the intervention will be administered to critically ill patients on mechanical ventilation, most of whom are sedated, patient blinding is deemed unnecessary. Given that this is a nonpharmacological intervention, blinding the medical team is not feasible. Since there is no requirement for a committee to validate the study endpoint (death), outcome evaluators will not be blinded. However, the statisticians responsible for the analyses will be kept blinded to treatment groups for the duration of the study.

Intervention

Ventilation strategy prior to randomization

In both groups, the goals of mechanical ventilation were to maintain PaO2 between 55 and 100 mmHg or pulse oximeter between 92% and 98%, PaCO2 between 30 and 50 mmHg, an arterial pH between 7.30 and 7.45, and limit plateau pressures no more than 30 cm of water (cmH2O). All patients initially received volume-assisted control ventilation (A/C-VCV) in accordance with the LTV ventilation strategy outlined by ARDSnet [30], prior to randomization into the APRV group or LTV group. Initially, tidal volume (VT) was set at 6mL/kg of predicted body weight (PBW), and PEEP was determined using the FiO2/PEEP table. Subsequently, the optimal PEEP was further adjusted based on oxygenation or compliance, at the discretion of the clinician. PEEP was incrementally increased by 2 cmH2O every 10 min, with measurements of PaO2 or respiratory system compliance taken at each step. The optimal PEEP was identified as 2 cmH2O below the level at which either PaO2 or compliance decreased by more than 10%. Alternatively, PEEP levels were adjusted using the pressure-volume (P-V) tool, with the optimal PEEP typically defined as 2 cmH2O above the lower inflection point (LIP) [31]. Tidal volume adjustments were made as follows: if the plateau pressure (Pplat) exceeded 30 cmH2O at a VT of 6 ml/kg predicted body weight and arterial pH was greater than 7.2, VT was reduced to 4–6 ml/kg predicted body weight. If Pplat was lower than 25 cmH2O, and patients experienced frequent stacked breaths or severe dyspnea, VT was adjusted to 6–8 ml/kg. Respiratory mechanics, including plateau pressure (Pplat), airway resistance (Rrs), and static compliance (Cstat) during a 0.5-second inspiratory pause, were monitored at least twice daily and after any changes in PEEP or VT.

Ensure sufficient cardiovascular system blood volume before randomization

Before randomization, effective cardiovascular system circulating blood volume should be evaluated. If the blood volume is insufficient, volume expansion treatment should be given to avoid hypovolemia. For shock patients, rapid fluid resuscitation and, if necessary, combined with vasoactive drugs will be used to achieve MAP ≥ 60 mmHg as soon as possible.

APRV group

In the APRVplus group, during the transition from the original ventilation with VCV mode to APRV, the following initial settings were applied: the high airway pressure (Phigh) was set at the Pplat measured at the previous VCV settings, not exceeding 30cmH2O; the low airway pressure (Plow) was set at 5cmH2O, representing the minimal pressure level similar to physiological transpulmonary pressure, and used to prevent atelectasis in accordance with established practice. The target tidal volume was set at 6-8 ml/kg PBW, and the duration of the release phase (Tlow) was adjusted as follows: Step one: The initial setting was 1.0 ~ 1.5 τ (expiratory time constant), which equals the product of the static compliance of the respiratory system and airway resistance (measured in lung volume unit L); Step two: Tlow was adjusted according to the expiratory flow-time curve, ensuring that the end-expiratory flow rate was ≥ 75% of the peak expiratory flow rate (PEFR); Step three: If the tidal volume was < 6 ml/kg PBW and patient-ventilator asynchrony occurred, Tlow was gradually extended, ensuring that the minimum end- expiratory flow rate was at least > 50% of PEFR; the release frequency was set at 10–14 frequency/min, or referenced to the original respiratory rate; the duration of Phigh (Thigh) was indirectly calculated based on Tlow and the release frequency. Initially, the spontaneous respiratory level was targeted as spontaneous minute ventilation (MVspont), approximately 30% of the total minute ventilation (MVtotal): severe ARDS (the ratio of PaO2: FiO2 < 100): MVspont less than 20% MVtotal, absent of dyspnea; mild to moderate ARDS (the ratio of PaO2: FiO2 > 100): MVspont: 20 ~ 60% of MVtotal, RR ≤ 35 times/min, no signs of respiratory distress.

Throughout the period of APRV ventilation, the APRV settings were adjusted based on the expiratory flow-time curve, lung mechanics and ventilation parameters, spontaneous breathing ventilation level, analgesia and sedation depth, patient-ventilator interaction, and arterial blood gas results, ensuring effective CO2 removal (PaCO2 30 ~ 50mmHg) and adequate oxygenation (PaO2 60 ~ 100mmHg). (For details on the APRV settings for titration, see Appendix).

Control group

In the control group, the upper limit for Pplat is set at 30 cmH2O, and the driving pressure is constrained to a maximum of 14 cmH2O. The target VT is 6 mL/kg PBW, and PEEP is adjusted based on optimal oxygenation, compliance, or P-V tool, with the flexibility to adjust VT within the range of 4–8 mL/kg PBW to prevent alveolar overextension and minimize patient-ventilator asynchrony. Specifically, in patients with a VT of ≥ 6 ml/kg PBW, the driving pressure exceeding 14 cmH2O and the Pplat above 25 cmH2O, or a Pplat exceeding 30 cmH2O with arterial pH greater than 7.2, VT is adjusted within the range of 4-6 ml/kg. VT can be gradually reduced in small decrements (e.g., 0.5 ml/kg PBW) over 1 h. Throughout the process of reducing VT, individual patient responses indicating intolerance to lower VT, such as tachycardia, hypotension, tachypnea, patient–ventilator dyssynchrony (e.g., double triggering), inspiratory airway pressure below PEEP indicating excess work of breathing, respiratory acidosis, and hypoxemia despite high FiO2, should be closely monitored over several hours. If signs of intolerance develop, adjunctive therapies, such as deep sedation, neuromuscular blockade or ECCO2R, should be considered to facilitate tolerance of low VT.

In cases of severe respiratory acidosis (pH<7.15), the respiratory rate was increased to 35 breaths per minute, with adjustments made in VT (Pplat target of 30 cmH2O may be exceeded), following the ARDSnet protocol. If severe respiratory acidosis persisted (pH<7.15), NaHCO3 could be administered.

If the PaO2:FiO2 ratio is less than 200 with FiO2 ≥ 0.5, the optimal PEEP should be checked using the above methods. If oxygenation does not improve, clinicians should assess and treat non-pulmonary causes of hypoxia, ruling out reversible causes and ensuring fluid optimization. In the presence of hypotension (mean arterial pressure less than 60mmHg) and pneumothorax occurrence with or without chest tube drainage, the clinician may modify PEEP levels according to the individual patient’s needs.

Recruitment maneuver

If the above interventions fail and patients without focal ARDS have been ventilated for less than 7 days, a stepwise recruitment maneuver can be performed. PEEP is increased in 5 cmH2O increments, allowing 30 s per step, until peak inspiratory pressure reaches 40 cmH2O, and then 40 cmH2O of pressure amplitude is applied for 40 s. In the descending period, PEEP is decreased by steps of 2 cmH2O every 5 min, and PaO2 or respiratory system compliance is measured at each step. The optimal PEEP is defined as 2 cmH2O above the level of PEEP where PaO2 or respiratory system compliance drops by more than 10% [32]. After the PEEP is set at the optimal level, a second recruitment maneuver is applied. If the PaO2:FiO2 ratio or respiratory system compliance increases by less than 10%, the recruitment maneuver should be stopped, and adjuvant therapies should be considered. For recruitment maneuver during APRV ventilation, Phigh and Plow were simultaneously increased in 5 cmH2O increments (allowing 30 s/step) until Phigh at 40 cmH2O, and then 40 cmH2O of pressure amplitude was applied for 40 s. In the descending period, Phigh and Plow were decreased by steps of 2 cmH2O/4 min and PaO2 was measured at each step. The optimal Phigh and Plow was defined as 2 cmH2O above the level of pressure, where PaO2 dropped more than 10%. After the optimal P high and Plow were set at the optimal level, a second recruitment maneuver was applied. If the PaO2:FiO2 ratio or respiratory system compliance increases by less than 10%, the recruitment maneuver should be stopped, and adjuvant therapies should be considered.

Co-interventions

Both intervention groups will receive standard analgesic and sedative treatment to ensure patient comfort while achieving the desired level of analgesia and sedation. The analgesia target level will be determined by the Critical-care pain observational tool (CPOT) score of 0 ~ 2 [33]. The sedation goal will be targeted as the Richmond Agitation Sedation Scale (RASS) score of -2 to 0 [33]. In the control group, clinicians will titrate the ventilator settings and the administration of analgesic and sedative drugs to achieve the optimal patient-ventilator interaction and sedation goal. In the APRV group, clinicians will adjust APRV settings and the dosages of analgesic and sedative drugs to achieve the desired level of spontaneous minute ventilation, analgesia, and sedation. If patients still exhibit anxiety, agitation, or respiratory distress after the ventilator settings have been optimized, deeper sedation (RASS scale < -2) will be administered.

As per usual sedation procedures, nurses will continuously monitor the depth of sedation and adjust the dosages of analgesic and sedative drugs to maintain the target level of analgesia and sedation. RASS scores will be recorded every 4 h (or more frequently when indicated) by the nursing staff to ensure accurate titration of the sedative infusion.

Adjuvant interventions for persistent hypoxemia

In cases of persistent severe hypoxemia (with no response to the assigned protocol and a PaO2:FiO2 ratio of < 150 mmHg during invasive mechanical ventilation for at least 12h), clinicians may consider implementing adjuvant interventions for hypoxemia at their discretion, such as prone positioning, neuromuscular blockade, or inhalation of nitric oxide, in both groups [34].

  • 1) Prone positioning: If there are no contraindications, prone positioning can be performed for more than 12 h per day after careful preparation, following the criteria outlined by Guerin C, et al. [35]. Exclusion criteria for prone positioning include unstable spine, uncontrolled intracranial pressure, open abdominal injury, multiple trauma with skeletal/cervical traction, pregnancy, intra-abdominal pressure ≥ 20 mmHg, and severe hemodynamic instability.

  • 2) Neuromuscular blockade: a If Pplat exceeds 30 cmH2O, and spontaneous inspiratory efforts are clinically detected, neuromuscular blockade is indicated. b Despite prioritizing optimization of ventilator settings, if patients exhibit rigorous respiratory effort, dyspnea, or breath stacking, neuromuscular blockade may be employed to prevent lung injury and facilitate smooth adaptation between the patient and the ventilator.

  • 3) Inhalation of nitric oxide: If patients do not respond to the above therapies and continue to experience severe hypoxemia with a PaO2/FiO2 ratio < 150 and an increase in pulmonary artery pressure, administration of 5–20 ppm iNO with concentration may be considered, with reassessment 48h later.

All adjuvant interventions are utilized at the discretion of the clinician. Once the treatment goal of PaO2/FiO2 > 150 mmHg with FiO2 < 0.6 is achieved, clinicians may discontinue these interventions. If patients do not respond to the adjuvant interventions, the clinician may consider initiating ECMO.

Other treatments

During the treatment of ARDS, clinical doctors should manage patients according to best clinical practice evidence, closely and dynamically evaluate and solve pulmonary and extrapulmonary factors that cause or exacerbate hypoxia, such as anti-infection, optimized fluid therapy, maintaining appropriate hemoglobin levels, and optimize balance of oxygen supply and demand, actively prevent and treat complications.

Weaning from mechanical ventilation

Weaning protocol in the LTV Group

Commencing the day after enrollment, patients in the LTV group will undergo a daily spontaneous awakening trial (SAT) followed by a spontaneous breathing trial (SBT) throughout the mechanical ventilation period [36]. If patients are under deeper sedation (RASS score < -2), they will be evaluated every morning by physicians using a daily SAT safety screen. In the absence of contraindications, such as severe hypoxemia, myocardial ischemia, hypertensive crisis, status asthmaticus, sustained agitation with increased use of sedation drugs, or treatment with neuromuscular blockers, patients will undergo an SAT trial, and sedative and analgesic infusions will be stopped until the patients are awake [37]. Analgesics for active pain will be continued. The awakening criteria include the ability of patients to perform three simple tasks: opening their eyes, squeezing the hand and moving fingers, and expressing discomfort [38]. If patients experience sustained agitation, marked dyspnea, SPO2 < 88% for ≥ 5 min, or arrhythmias, it is considered SAT failure. In such cases, bedside nurses will restart analgesics and sedatives at half the previous dose and titrate the medications to achieve the target sedation range [37]. These patients will be reassessed the following morning.

For patients under light sedation (RASS score of -2 to 0), sedative and analgesic infusions will be discontinued, while analgesics for ongoing pain management will be maintained. Patients who pass the SAT or those with RASS scores − 2 to 0 who have interrupted sedation will immediately undergo the SBT protocol. Respiratory therapists will manage patients with the SBT safety screen, and those who pass the criteria will undergo a 30-minute SBT trial with pressure support ventilation of 5–8 cmH2O, PEEP of 5 cmH2O, and FiO2 of ≤ 40% [39]. If the SBT trial is successful, physicians and respiratory therapists will decide on extubation. If the SBT is unsuccessful, pre-weaning settings will be resumed, and the patients will be reassessed the following morning.

The SBT safety screen criteria include improved cause of respiratory failure, FiO2 ≤ 0.40, PEEP ≤ 8 cmH2O, PaO2 ≥ 60 mmHg, acceptable spontaneous breathing efforts, systolic BP ≥ 90 mmHg, no significant use of vasopressors, and no neuromuscular blocking agents [37]. Successful tolerance for the SBT trial for up to 30 min is determined by specific criteria, including SpO2 ≥ 90% and/or PaO2 ≥ 60 mmHg, spontaneous VT ≥ 4 ml/kg PBW, respiratory rate ≤ 35/min, pH ≥ 7.3, hemodynamic stability (heart rate and blood pressure changing less than 20% from the previous level, or absence of acute cardiac arrhythmia), and absence of respiratory distress, such as respiratory rate exceeding 120% of baseline, significant accessory muscle use, abdominal paradox, diaphoresis, or pronounced dyspnea [39].

Weaning protocol in the APRV Group

  • 1) First Stage: Once the goal for oxygenation has been achieved, FiO2 is gradually reduced to ≤ 0.6, followed by a stepwise decrease in Phigh by 1–2 cmH2O to ≤ 26 cmH2O, unless the patient’s oxygenation deteriorates.

  • 2) Second Stage: After the improvement in the cause of respiratory failure, if pH ≥ 7.3, PaO2 > 70mmHg, SaO2 > 92%, FiO2 ≤ 40%, PaO2/FiO2 ≥ 200, Phigh is gradually and simultaneously reduced by 1–2 cmH2O and the release rate by 2 frequency twice daily unless the patient’s cardiopulmonary function deteriorates. Patients under deeper sedation (<-2) will have gradual and simultaneous reductions in analgesia and sedation based on the spontaneous minute ventilation target level and sedation goals combination.

  • 3) Third Stage: When patients achieve the criteria with Phigh ≤ 20 cmH2O and FiO2 ≤ 40%, they will undergo the daily SBT trial, similar to the weaning protocol in the LTV group.

Tracheostomy

Patients will be considered for tracheostomy if they meet any of the following criteria: (a) The duration of mechanical ventilation exceeding 2 weeks; (b) Upper respiratory airway obstruction, such as laryngeal edema; (c) Impaired airway protection, such as swallowing disturbances, ineffective cough, and massive airway secretions [40].

The summary of APRV and LTV protocols is presented in Table 1.

Data collection and confidentiality

An independent research assistant will initiate the collection of baseline information. Diagnostic data, clinical characteristics, physiological parameter examinations, laboratory findings, and details regarding the dosage and type of sedatives, muscle relaxants, opiates, and vasopressors, as well as adjuvant therapies and outcome measures will be collected. All personal information will be kept confidential for research purposes only. All study data will be collected anonymously and assigned an individual study number on all case report forms. These will be managed using a central web-based, password-protected, encrypted electronic case report form (eCRF) system. Paper versions of the eCRF will be used only in the event of system malfunction. Project data sets will be stored on the Project Accept website and robust password-protected access systems will be implemented to secure all local databases. Investigators will have direct access to their own site’s data sets and can request access to data from other sites. To ensure confidentiality, data dispersed to project team members will be stripped of any identifying participant information where the participants' identifying information will be substituted with an unrelated sequence of characters. Data entry will be guided and overseen by full-time scientific research personnel. Independent data management will oversee the trial during the trial period in accordance with the predefined Charter for the DMSC.

Table 1 Summary of APRV and LTV protocols

Outcome

The primary outcome measure is mortality until day 28. Secondary outcome measures include physiological parameters at baseline, day 1, 3, and 7, encompassing ventilator settings and monitoring parameters, pulmonary mechanics such as plateau airway pressure, respiratory system compliance (Crs), and gas exchange parameters such as PaO2 and PaCO2. Additional variables include hemodynamic parameters, urine output, fluid balance, laboratory findings, and details regarding the dosage and type of sedatives and analgesics, vasopressors, lung recruitment maneuvers, and adjuvant therapies such as prone positioning, nitric oxide therapy, paralysis, and continuous renal replacement therapy. Outcome measures will encompass mechanical ventilation duration, ventilator-free days at day 28, ICU and hospital length of stay, rate of successful extubation, rate of tracheostomy, ICU and hospital mortality. Furthermore, any adverse events occurring during the study period, including barotrauma, ventilator-associated pneumonia, and other complications related to mechanical ventilation, will be collected and analyzed.

An overview of the schedule of enrolment, interventions, and assessments is presented in Table 2.

Sample size estimation and statistical analysis

Sample size

Based on previous research indicating a 37% mortality rate at ICU 28 days among moderate-severe ARDS patients receiving low tidal volume ventilation strategy [41], we postulated a 10% reduction in ICU 28-day mortality following the implementation of the early pathophysiology-directed APRV ventilation strategy compared to low tidal volume lung protective ventilation. Considering a hazard ratio of 0.66, a 90% power, and a two-sided significance level of 0.05, it is estimated that 762 patients are required to detect this difference. Accounting for approximately 10% loss in follow-up, enrollment of 840 patients (420 in each group) is necessary. An interim analysis will be conducted once 50% of the sample size is reached.

Table 2 Overview of the schedule of enrolment, interventions and assessments

Statistics

Continuous variables will be presented as mean and standard deviation, or median and interquartile ranges (IQR). Categorical data will be described with counts and percentages. Continuous variables with a normal distribution will be analyzed using the Student’s t-test, while those with a non-normal distribution will be compared using the Kruskal–Wallis analysis of variance. Dichotomous or nominal categorical variables will be analyzed using either the Pearson Chi-square or Fisher’s exact test. The trend over time in oxygenation and respiratory mechanics will be compared between the LTV group and APRV group using repeated-measures analysis. A two-sided P value of < 0.05 is considered statistically significant.

All analyses will adhere to the intention-to-treat principle (per protocol analysis). The primary outcome will be assessed using Kaplan-Meier curves and the ratio will be calculated with a 95% confidence interval using the Cox proportional hazard model. We plan to conduct a sensitivity analysis for the primary outcome using multiple imputation techniques only if follow-up data of 1% or more of the patients is lost. Interim analyses will be performed after recruiting half of the planned sample size to evaluate effects on clinical outcomes. The data monitoring committee would consider stopping the trial if there was evidence of harm with a one-sided P value < 0.01.

We will estimate the effects of the intervention using generalized linear models employing gamma distributions for lengths of ICU and hospital stay) or a truncated Poisson distribution (ventilator-free days). The treatment effect on 28-day mortality will be in subgroups based on PaO2:FIO2 (≤ 100 vs. > 100 mmHg) and pulmonary vs. extrapulmonary ARDS.

All analyses will be performed using the R software and subgroups will be evaluated using the chi-square test for homogeneity, we will employ the statistical software R Project Version 4.1.3 for Windows to carry out the analyses.

Data monitoring committee

A Data Monitoring Committee comprising independent epidemiologists and intensivists will be established to oversee the study. The committee will be responsible for assessing the potential risks and benefits associated with the research, and will provide recommendations on whether to continue with the planned study or cease recruitment. This decision will be based on evidence indicating a higher mortality rate in the experimental group compared to the control group. Any safety-related adverse events will be promptly reported to the site’s Institutional Review Board (IRB). Site investigators will be informed of the event and will subsequently submit a comprehensive written report to the local IRB. Sites will notify the research team of any related adverse events within a week of their discovery and complete the appropriate eCRF. The research team will provide the Data Monitoring Committee with summaries of all reports at least biannually. The Committee will convene via teleconference or in-person meetings at 25%, 50%, and 75% of enrollment, or earlier if necessary, to review adverse events.

Ethics and dissemination

The protocol has received approval from the Ethics Committee of West China Hospital of Sichuan University (approval number 2019 − 337). Additionally, approvals for the protocol and informed consent documents are obtained from the Institutional Review Board of each participating institution before enrolling study participants. Written informed consent is required and obtained from legally authorized representatives at the respective study site. Trial methods and results will be reported according to the Consolidated Standards of Reporting Trials (CONSORT) 2010 guidelines [42]. The primary outcome of the study will be published as the first article and additional results extrapolated from the data could be published in separate articles. The findings of this study will be disseminated in peer-reviewed journals, presented at scientific conferences, and shared with the practice.

Protocol amendments

Any modifications to the study will prompt simultaneous protocol adjustments, which will be promptly submitted for approval to the institutional review board. The changes will only be executed following the endorsement of the ethical committee. Upon approval, the amendments will be disseminated to other participating sites, and ClinicalTrials.gov will be promptly updated regarding any significant changes. If required, the study team will provide protocol training for the amendments.

Discussion

Despite the potential benefits of the physiologically sound approach demonstrated by experimental studies, it is not commonly utilized in clinical practice for patients with ARDS due to a lack of evidence and gaps in the literature. Data is limited to several small, single-center clinical trials where APRV was inconsistently applied, and some trials faced challenges with protocol adherence and were prematurely halted, resulting in controversial results [43,44,45,46]. To our knowledge, this study is the first multicenter, large sample, randomized clinical trial to investigate the potential benefits of APRV on clinically relevant outcomes in patients with moderate-to-severe ARDS. We hypothesize that the early, physiology-guided approach to utilizing APRV will result in improved 28-day mortality rates compared to the standard of care, which delivers LTV lung-protective ventilation. Additionally, this investigation will provide information on important physiological measurements, other clinical outcomes, adverse events associated with these two strategies, as well as the potential value of using relevant biomarkers and key physiological data as surrogate outcome markers for mortality in ARDS. Ultimately, the results of this study will provide essential information on the scientific merit of APRV. If the experimental intervention proves superior to standard care, this will provide an evidence base to support the use of APRV in clinical practice, which would have significant clinical relevance for mechanically ventilated patients with ARDS.

The primary strength of this trial lies in the development of a detailed ARDS pathophysiology-driven APRV protocol, which is based on our wealth of successful experience in applying APRV for ARDS patients over the past decade. Our previous single-center randomized trial has validated the safety and efficacy of this protocol [28]. The current trial builds upon this foundation by enrolling more patients and involving multiple centers, with a more serious primary endpoint than our previous study. This will allow us to demonstrate the feasibility of implementing our physiology-driven APRV protocol across multiple centers, increasing the generalizability of the study results to the adult mechanically ventilated ARDS population. These results may be useful in the development of guidelines in the future.

There are several significant limitations to consider in the planned investigation. A primary concern is the intricacy of the APRV protocol, which demands a higher level of knowledge and skill compared to other modes. Extensive efforts have been made to ensure that all participating centers possess a comprehensive understanding of the APRV protocol. Initially, we conducted a thorough survey among Chinese ICU clinicians to assess the status of each participating site, including their current utilization and comprehension of APRV, as well as their mechanical ventilation strategies in managing ARDS. This was essential for selecting appropriate sites for the trial and implementing tailored training programs for each site. The training regimen encompasses didactic lectures covering basic respiratory physiology associated with ARDS and APRV, as well as the APRV and LTV protocols. Additionally, hands-on experience and simulation training are provided to interpret the utilization of the APRV and LTV protocols, along with troubleshooting procedures. The research group has developed a comprehensive handbook of training materials, online training videos, and knowledge- and scenario-based tests. Investigators and their teams at all participating sites will undergo recurrent training until they achieve a passing score of ≥ 85.

In addition, training sessions will be conducted for investigators and their teams at the outset of the study, with subsequent sessions provided as needed at each site. Furthermore, respiratory therapists from our center will guide mechanical ventilation management to investigators and their teams via the online platform WeChat throughout the study, ensuring accurate utilization and compliance with protocols and standards of good clinical practice. Finally, monitors will conduct integrity and accuracy checks for data in the eCRF system to guarantee patient safety and appropriate data collection.

Conclusion

We have developed a comprehensive protocol and launched the first multicenter randomized trial to evaluate the potential benefits of the APRVplus protocol on clinically relevant endpoints in patients with moderate to severe ARDS. This protocol represents significant advancements from our previous single-center study through the increased number of enrolled patients and participating centers, as well as a serious patient-centered primary outcome. In addition to providing crucial insights into the safety and efficacy of APRV utilization in patients with moderate-to-severe ARDS, the results of this clinical trial will establish the viability of APRV implementation in routine clinical practice. If a favorable effect is demonstrated, it could have a profound impact on the future of mechanical ventilation for patients with ARDS.

Trial update

The initial patient was randomized on December 10, 2020, and recruitment is currently ongoing. We anticipate that the study will be completed by the end of December 2024.

Availability of data and materials

Any data collected during this study can be acquired from the corresponding author upon a reasonable request.

Abbreviations

A/C-VCV:

volume-assisted control ventilation

APRV:

airway pressure release ventilation

ARDS:

acute respiratory distress syndrome

CONSORT:

the Consolidated Standards of Reporting Trials

CPOT:

the Critical-care pain observational tool

Cstat:

static compliance

ICU:

intensive care units

LIP:

lower inflection point

LTV:

low tidal volume

MVspont:

spontaneous minute ventilation

MVtotal:

total minute ventilation

PaO2/FiO2 :

partial pressure of arterial oxygen and a fraction of inspired oxygen

PEEP:

positive end-expiratory pressure

Phigh:

the high airway pressure

Plow:

the low airway pressure

Pplat:

plateau pressure

P-V tool:

pressure-volume tool

RASS:

the Richmond Agitation Sedation Scale

RCT:

randomized clinical trial

Rrs:

airway resistance

SAT:

daily spontaneous awakening trial

SBT:

spontaneous breathing trial

Thigh:

the duration of Phigh

Tlow:

the duration of Plow

VILI:

ventilator-induced lung injury

VT:

tidal volume

References

  1. Fan E, Del Sorbo L, Goligher EC, An Official American Thoracic Society/European Society of Intensive Care Medicine/Society of Critical Care Medicine Clinical Practice Guideline, et al. Mechanical ventilation in adult patients with Acute Respiratory Distress Syndrome. Am J Respir Crit Care Med. 2017;195(9):1253–63.

    Article  PubMed  Google Scholar 

  2. Kuchnicka K, Maciejewski D. Ventilator-associated lung injury. Anaesthesiol Intensive Ther. 2013;45(3):164–70.

    Article  PubMed  Google Scholar 

  3. Chen ZL, Song YL, Hu ZY, Zhang S, Chen YZ. An estimation of mechanical stress on alveolar walls during repetitive alveolar reopening and closure. J Appl Physiol (Bethesda Md: 1985). 2015;119(3):190–201.

    Article  Google Scholar 

  4. Cressoni M, Chiumello D, Algieri I, et al. Opening pressures and atelectrauma in acute respiratory distress syndrome. Intensive Care Med. 2017;43(5):603–11.

    Article  PubMed  Google Scholar 

  5. Pelosi P, Goldner M, McKibben A, et al. Recruitment and derecruitment during acute respiratory failure: an experimental study. Am J Respir Crit Care Med. 2001;164(1):122–30.

    Article  CAS  PubMed  Google Scholar 

  6. Bellani G, Laffey JG, Pham T, et al. Epidemiology, patterns of care, and mortality for patients with Acute Respiratory Distress Syndrome in intensive care units in 50 countries. JAMA. 2016;315(8):788–800.

    Article  CAS  PubMed  Google Scholar 

  7. Villar J, Blanco J, Kacmarek RM. Current incidence and outcome of the acute respiratory distress syndrome. Curr Opin Crit Care. 2016;22(1):1–6.

    Article  PubMed  Google Scholar 

  8. Kollisch-Singule MC, Jain SV, Andrews PL, et al. Looking beyond macroventilatory parameters and rethinking ventilator-induced lung injury. J Appl Physiol (Bethesda Md: 1985). 2018;124(5):1214–8.

    Article  Google Scholar 

  9. Nieman GF, Satalin J, Kollisch-Singule M, et al. Physiology in Medicine: understanding dynamic alveolar physiology to minimize ventilator-induced lung injury. J Appl Physiol (Bethesda Md: 1985). 2017;122(6):1516–22.

    Article  Google Scholar 

  10. Suki B, Stamenović D, Hubmayr R. Lung parenchymal mechanics. Compr Physiol. 2011;1(3):1317–51.

    Article  PubMed  PubMed Central  Google Scholar 

  11. Delaunois L. Anatomy and physiology of collateral respiratory pathways. Eur Respir J. 1989;2(9):893–904.

    Article  CAS  PubMed  Google Scholar 

  12. Nieman GF, Gatto LA, Andrews P, et al. Prevention and treatment of acute lung injury with time-controlled adaptive ventilation: physiologically informed modification of airway pressure release ventilation. Ann Intensiv Care. 2020;10(1):3.

    Article  Google Scholar 

  13. Albert SP, DiRocco J, Allen GB, et al. The role of time and pressure on alveolar recruitment. J Appl Physiol (Bethesda Md: 1985). 2009;106(3):757–65.

    Article  Google Scholar 

  14. Bates JH, Irvin CG. Time dependence of recruitment and derecruitment in the lung: a theoretical model. J Appl Physiol (Bethesda Md: 1985). 2002;93(2):705–13.

    Article  Google Scholar 

  15. Suki B, Barabási AL, Hantos Z, Peták F, Stanley HE. Avalanches and power-law behaviour in lung inflation. Nature. 1994;368(6472):615–8.

    Article  CAS  PubMed  Google Scholar 

  16. Downs JB, Stock MC. Airway pressure release ventilation: a new concept in ventilatory support. Crit Care Med. 1987;15(5):459–61.

    Article  CAS  PubMed  Google Scholar 

  17. Habashi NM, Andrews PL, Bates JH, Camporota L, Nieman GF. Time Controlled Adaptive Ventilation/Airway Pressure Release Ventilation Can be Used Effectively in Patients With or at High Risk of Acute Respiratory Distress Syndrome "Time is the Soul of the World" Pythagoras. Crit Care Med. Published online August 24, 2023. https://doi.org/10.1097/CCM.0000000000006018.

  18. Kollisch-Singule M, Jain S, Andrews P, et al. Effect of airway pressure release ventilation on dynamic alveolar heterogeneity. JAMA Surg. 2016;151(1):64–72.

    Article  PubMed  Google Scholar 

  19. Kollisch-Singule M, Emr B, Jain SV, et al. The effects of airway pressure release ventilation on respiratory mechanics in extrapulmonary lung injury. Intensive care Med Experimental. 2015;3(1):35.

    Article  Google Scholar 

  20. Roy S, Sadowitz B, Andrews P, et al. Early stabilizing alveolar ventilation prevents acute respiratory distress syndrome: a novel timing-based ventilatory intervention to avert lung injury. J Trauma Acute care Surg. 2012;73(2):391–400.

    Article  PubMed  PubMed Central  Google Scholar 

  21. Lescroart M, Pequignot B, Bitker L, et al. Time-controlled adaptive ventilation does not induce hemodynamic impairment in a Swine ARDS Model. Front Med. 2022;9:883950.

    Article  Google Scholar 

  22. Kollisch-Singule M, Andrews P, Satalin J, Gatto LA, Nieman GF, Habashi NM. The time-controlled adaptive ventilation protocol: mechanistic approach to reducing ventilator-induced lung injury. Eur Respir Rev. 2019;28(152):180126.

    Article  PubMed  PubMed Central  Google Scholar 

  23. Kollisch-Singule M, Emr B, Smith B, et al. Mechanical breath profile of airway pressure release ventilation: the effect on alveolar recruitment and microstrain in acute lung injury. JAMA Surg. 2014;149(11):1138–45.

    Article  PubMed  Google Scholar 

  24. Kaplan LJ, Bailey H, Formosa V. Airway pressure release ventilation increases cardiac performance in patients with acute lung injury/adult respiratory distress syndrome. Crit Care (London England). 2001;5(4):221–6.

    Article  CAS  Google Scholar 

  25. Räsänen J, Downs JB, Stock MC. Cardiovascular effects of conventional positive pressure ventilation and airway pressure release ventilation. Chest. 1988;93(5):911–5.

    Article  PubMed  Google Scholar 

  26. Henzler D, Dembinski R, Bensberg R, Hochhausen N, Rossaint R, Kuhlen R. Ventilation with biphasic positive airway pressure in experimental lung injury. Influence of transpulmonary pressure on gas exchange and haemodynamics. Intensive Care Med. 2004;30(5):935–43.

    Article  PubMed  Google Scholar 

  27. Jain SV, Kollisch-Singule M, Sadowitz B, et al. The 30-year evolution of airway pressure release ventilation (APRV). Intensive Care Med Exp. 2016;4(1):11.

    Article  PubMed  PubMed Central  Google Scholar 

  28. Zhou Y, Jin X, Lv Y, et al. Early application of airway pressure release ventilation may reduce the duration of mechanical ventilation in acute respiratory distress syndrome. Intensive Care Med. 2017;43(11):1648–59.

    Article  PubMed  PubMed Central  Google Scholar 

  29. Ranieri VM, Rubenfeld GD, Thompson BT, et al. Acute respiratory distress syndrome: the Berlin definition. JAMA. 2012;307(23):2526–33.

    PubMed  Google Scholar 

  30. Brower RG, Matthay MA, Morris A, Schoenfeld D, Thompson BT, Wheeler A. Ventilation with lower tidal volumes as compared with traditional tidal volumes for acute lung injury and the acute respiratory distress syndrome. N Engl J Med. 2000;342(18):1301–8.

    Article  PubMed  Google Scholar 

  31. Sahetya SK, Goligher EC, Brower RG. Fifty years of Research in ARDS. Setting positive end-expiratory pressure in Acute Respiratory Distress Syndrome. Am J Respir Crit Care Med. 2017;195(11):1429–38.

    Article  PubMed  PubMed Central  Google Scholar 

  32. Hess DR. Recruitment maneuvers and PEEP titration. Respir Care. 2015;60(11):1688–704.

    Article  PubMed  Google Scholar 

  33. Devlin JW, Skrobik Y, Gélinas C, et al. Clinical practice guidelines for the Prevention and Management of Pain, Agitation/Sedation, Delirium, Immobility, and sleep disruption in adult patients in the ICU. Crit Care Med. 2018;46(9):e825–73.

    Article  PubMed  Google Scholar 

  34. Papazian L, Aubron C, Brochard L, et al. Formal guidelines: management of acute respiratory distress syndrome. Ann Intensiv Care. 2019;9(1):69.

    Article  Google Scholar 

  35. Guérin C, Albert RK, Beitler J, et al. Prone position in ARDS patients: why, when, how and for whom. Intensive Care Med. 2020;46(12):2385–96.

    Article  PubMed  PubMed Central  Google Scholar 

  36. Pandharipande P, Banerjee A, McGrane S, Ely EW. Liberation and animation for ventilated ICU patients: the ABCDE bundle for the back-end of critical care. Crit Care (London England). 2010;14(3):157.

    Article  Google Scholar 

  37. Girard TD, Kress JP, Fuchs BD, et al. Efficacy and safety of a paired sedation and ventilator weaning protocol for mechanically ventilated patients in intensive care (awakening and breathing controlled trial): a randomised controlled trial. Lancet (London England). 2008;371(9607):126–34.

    Article  PubMed  Google Scholar 

  38. Kress JP, Pohlman AS, O’Connor MF, Hall JB. Daily interruption of sedative infusions in critically ill patients undergoing mechanical ventilation. N Engl J Med. 2000;342(20):1471–7.

    Article  CAS  PubMed  Google Scholar 

  39. Boles JM, Bion J, Connors A, et al. Weaning from mechanical ventilation. Eur Respir J. 2007;29(5):1033–56.

    Article  PubMed  Google Scholar 

  40. Freeman BD, Morris PE. Tracheostomy practice in adults with acute respiratory failure. Crit Care Med. 2012;40(10):2890–6.

    Article  PubMed  Google Scholar 

  41. Moss M, Huang DT, Brower RG, et al. Early neuromuscular blockade in the Acute Respiratory Distress Syndrome. N Engl J Med. 2019;380(21):1997–2008.

    Article  PubMed  Google Scholar 

  42. Moher D, Hopewell S, Schulz KF, et al. CONSORT 2010 explanation and elaboration: updated guidelines for reporting parallel group randomised trials. BMJ (Clinical Res ed). 2010;340:c869.

    Article  Google Scholar 

  43. Varpula T, Valta P, Niemi R, Takkunen O, Hynynen M, Pettilä VV. Airway pressure release ventilation as a primary ventilatory mode in acute respiratory distress syndrome. Acta Anaesthesiol Scand. 2004;48(6):722–31.

    Article  CAS  PubMed  Google Scholar 

  44. Putensen C, Zech S, Wrigge H, et al. Long-term effects of spontaneous breathing during ventilatory support in patients with acute lung injury. Am J Respir Crit Care Med. 2001;164(1):43–9.

    Article  CAS  PubMed  Google Scholar 

  45. Li JQ, Li N, Han GJ, et al. Clinical research about airway pressure release ventilation for moderate to severe acute respiratory distress syndrome. Eur Rev Med Pharmacol Sci. 2016;20(12):2634–41.

    PubMed  Google Scholar 

  46. Hirshberg EL, Lanspa MJ, Peterson J, et al. Randomized Feasibility Trial of a low tidal volume-airway pressure release Ventilation Protocol compared with traditional Airway pressure release ventilation and volume control ventilation protocols. Crit Care Med. 2018;46(12):1943–52.

    Article  PubMed  PubMed Central  Google Scholar 

Download references

Acknowledgements

Not applicable.

Funding

Clinical and Translational Medicine Research Project of Chinese Academy of Medical Sciences (2022-12 M-C&TB-103). The funder had no involvement in the study design and will not partake in the collection, analysis, and interpretation of data, or the manuscript composition.

Author information

Authors and Affiliations

Authors

Contributions

YK and YFZ are the principal investigator, and designed the study protocol; YFZ wrote and revised the manuscript; JLC and SZ contributed to draft the manuscript; all authors contributed to revise the manuscript, and read and approved the final manuscript.

Corresponding authors

Correspondence to Yongfang Zhou or Yan Kang.

Ethics declarations

Ethics approval and consent to participate

The protocol has received approval from the Ethics Committee of West China Hospital of Sichuan University (approval number 2019 − 337). Additionally, approvals for the protocol and informed consent documents are obtained from the Institutional Review Board of each participating institution prior to enrolling study participants. Written informed consent is required and obtained from legally authorized representatives at each participating site.

Consent for publication

Not applicable.

Competing interests

The authors declare no competing interests.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary Information

Rights and permissions

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Zhou, Y., Cheng, J., Zhu, S. et al. Early pathophysiology-driven airway pressure release ventilation versus low tidal volume ventilation strategy for patients with moderate-severe ARDS: study protocol for a randomized, multicenter, controlled trial. BMC Pulm Med 24, 252 (2024). https://doi.org/10.1186/s12890-024-03065-y

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1186/s12890-024-03065-y

Keywords