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Comparative Hemodynamic Effects of BiPAP and APRV in Patients with ARDS: A Systematic Review

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Introduction: Positive pressure ventilation is key in the treatment of patients with acute respiratory distress syndrome. Bilevel Positive Airway Pressure and Airway Pressure Release Ventilation modalities aim to improve oxygenation and reduce lung injury, but their hemodynamic effects vary. Objective: To compare the clinical and hemodynamic effects of Bilevel Positive Airway Pressure and Airway Pressure Release Ventilation in acute respiratory distress syndrome patients. Materials and Methods: Clinical studies published through November 2025 in the PubMed, Scopus, and Web of Science databases were analyzed. Articles on acute respiratory distress syndrome patients treated with Bilevel Positive Airway Pressure or Airway Pressure Release Ventilation that reported hemodynamic parameters were included. Studies without hemodynamic data, those outside acute respiratory distress syndrome, and non-clinical studies were excluded. Results: Bilevel Positive Airway Pressure improves alveolar ventilation and oxygenation while modestly reducing left ventricular afterload; cardiac output remains stable in normovolemic patients. Airway Pressure Release Ventilation significantly increases oxygenation and ejection fraction, reduces alveolar shunt, and opens atelectatic alveoli, but is associated with more pronounced decreases in mean arterial pressure and preload. Clinical studies report that Airway Pressure Release Ventilation increases cardiac index and reduces central venous pressure, improving oxygenation while reducing the need for hemodynamic support. Conclusions: Bilevel Positive Airway Pressure is suitable for moderate acute respiratory distress syndrome and hypercapnic respiratory failure, offering favorable hemodynamics and noninvasive support. Airway Pressure Release Ventilation is preferred in severe acute respiratory distress syndrome with refractory hypoxemia, as it provides superior oxygenation and alveolar recruitment but requires careful hemodynamic monitoring. The choice of modality should balance respiratory benefits with cardiovascular risks.

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  • 10.1213/ane.0000000000005048
The Known Unknowns of Obesity and Extracorporeal Membrane Oxygenation.
  • Sep 1, 2020
  • Anesthesia and analgesia
  • James M Blum + 1 more

The Known Unknowns of Obesity and Extracorporeal Membrane Oxygenation.

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  • 10.3760/cma.j.issn.2095-428x.2015.17.017
Application of airway pressure release ventilation in severe pneumonia-related acute respiratory distress syndrome in children
  • Sep 5, 2015
  • Chinese Journal of Applied Clinical Pediatrics
  • Lirong Zheng + 3 more

Objective To investigate the effects of airway pressure release ventilation (APRV) in children with severe pneumonia-related acute respiratory distress syndrome(ARDS). Methods Ten children suffering severe pneumonia-related ARDS with APRV were included in Pediatric Intensive Care Unit, Beijing Children's Hospital, Capital Medical University from March 2011 to October 2014.Ventilation variables, changes of airway pressure and Ramsay scores were collected and compared with that in conventional ventilation (CV). Clinical variables were mea-sured at CV before APRV and at 1, 4, 12, 24 hours after transition to APRV. Results High airway pressure(Phigh) at each time point during APRV was significantly lower than peak airway pressure(Ppeak) or plateau airway pressure(Pplat) in CV[(26.00±2.94) cmH2O(1 cmH2O=0.098 kPa), (24.40±3.34) cmH2O, (23.30±3.46) cmH2O, (23.00±3.80) cmH2O vs (31.80±5.59) cmH2O, P<0.01]. Mean airway pressure(Pmean) at each time point during APRV was significantly higher than that in CV[(23.00±2.86) cmH2O, (21.69±3.12) cmH2O, (20.89±3.31) cmH2O, (20.46±3.48) cmH2O vs (17.50±2.37) cmH2O, P<0.05]. Fraction of inspired oxygen(FiO2) were significantly decreased at 4, 12 and 24 hours after APRV than that in CV[(73.00±22.39)%, (63.50±20.16)%, (63.00±21.11)% vs (88.00±15.49)%, P<0.05]. Ramsay scores were significantly decreased at each time point during after APRV than that in CV[(3.90±0.74) scores, (2.90±0.88) scores, (3.00±1.15) scores, (3.50±0.71) scores vs (4.60±0.52) scores, P<0.05]. Conclusions Compared with CV, APRV had a lower Phigh and FiO2, a higher Pmean and more shallow sedation.APRV may be an effective ventilation mode in children's severe pneumonia-related ARDS. Key words: Airway pressure release ventilation; Child; Acute respiratory distress syndrome; Mechanical ventilation

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  • Research Article
  • Cite Count Icon 1
  • 10.1186/s12912-024-01763-w
Awareness and practice of airway pressure release ventilation mode in acute respiratory distress syndrome patients among nurses in Saudi Arabia
  • Jan 30, 2024
  • BMC nursing
  • Abdulelah M Aldhahir + 12 more

BackgroundThis study aimed to assess the knowledge and current practice of using the airway pressure release ventilation (APRV) mode with acute respiratory distress syndrome (ARDS) patients and identify barriers to not using this mode of ventilation among nurses who work in critical areas in Saudi Arabia.MethodsBetween December 2022 and April 2023, a cross-sectional online survey was disseminated to nurses working in critical care areas in Saudi Arabia. The characteristics of the respondents were analyzed using descriptive statistics. Percentages and frequencies were used to report categorical variables.ResultsOverall, 1,002 nurses responded to the online survey, of whom 592 (59.1%) were female. Only 248 (24.7%) nurses had ever used APRV mode, whereas only 229 (22.8%) received training on APRV mode. Moreover, 602 (60.0%) nurses did not know whether APRV was utilized in their hospital. Additionally, 658 (65.6%) nurses did not know whether APRV mode was managed using a standard protocol. Prone positioning was the highest recommended intervention by 444 (43.8%) when a conventional MV failed to improve oxygenation in patients with ARDS. 323 (32.2%) respondents stated that the P-high should be set equal to the plateau pressure on a conventional ventilator, while 400 (39.9%) said that the P-low should match PEEP from a conventional ventilator. Almost half of the respondents (446, 44.5%) stated that the T-high should be set between 4 and 6 s, while 415 (41.4%) said that the T-low should be set at 0.4 to 0.8 s. Over half of the nurses (540, 53.9%) thought that the maximum allowed tidal volume during the release phase should be 4–6 ml/kg. Moreover, 475 (47.4%) believed that the maximum allowed P-high setting should be 35 cm H2O. One-third of the responders (329, 32.8%) stated that when weaning patients with ARDS while in APRV mode, the P-high should be reduced gradually to reach a target of 10 cm H2O. However, 444 (44.3%) thought that the T-high should be gradually increased to reach a target of 10 s. Half of the responders (556, 55.5%) felt that the criteria to switch the patient to continuous positive airway pressure (CPAP) were for the patient to have an FiO2 ≤ 0.4, P-high ≤ 10 cm H2O, and T-high ≥ 10 s. Lack of training was the most common barrier to not using APRV by 615 (61.4%).ConclusionThe majority of nurses who work in critical care units have not received sufficient training in APRV mode. A significant discrepancy was observed regarding the clinical application and management of APRV parameters. Inadequate training was the most frequently reported barrier to the use of APRV in patients with ARDS.

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  • Cite Count Icon 13
  • 10.1378/chest.107.3.805
Does Airway Pressure Release Ventilation Alter Lung Function After Acute Lung Injury?
  • Mar 1, 1995
  • Chest
  • Robert A Smith + 1 more

Does Airway Pressure Release Ventilation Alter Lung Function After Acute Lung Injury?

  • Research Article
  • Cite Count Icon 60
  • 10.1097/01.ccm.0000435666.15070.d5
Lung Injury and Its Prognostic Significance in Acute Liver Failure
  • Mar 1, 2014
  • Critical Care Medicine
  • Vinod K Audimoolam + 6 more

Hypoxemia is a feared complication of acute liver failure, and high oxygen requirements will frequently lead to removal of patients from the transplant list. As data regarding the prevalence and outcome of acute respiratory distress syndrome in acute liver failure are scant and hypoxemia being a commonly encountered systemic complication, we analyzed radiological, gas exchange, and ventilator data in consecutive patients admitted with acute liver failure. Acute liver failure patients receiving mechanical ventilation admitted between January 2007 and February 2011 were included. Patients were categorized according to the Berlin definition as: no acute respiratory distress syndrome, acute respiratory distress syndrome (PaO2/FIO2 < 300 mm Hg), and subdivisions of mild, moderate, and severe acute respiratory distress syndrome (200-300 mm Hg, 100-200 mm Hg, and < 100 mm Hg, respectively). Chest radiographs were independently assessed by two observers for the presence or absence of acute respiratory distress syndrome. Absence of left atrial pressure elevation was based on combined hemodynamic and echocardiographic assessment. Two hundred acute liver failure patients were admitted during the study period of whom 148, median age 39 years (16-74 yr), were included. Thirty-one (21%) had acute respiratory distress syndrome (17 mild acute respiratory distress syndrome [12%], 9 moderate acute respiratory distress syndrome [12%], and 5 severe acute respiratory distress syndrome) within the first 72 hours following admission. Acute respiratory distress syndrome patients required higher positive end-expiratory pressure (7 vs 6 vs 10 vs 15 cm H2O for no, mild, moderate, or severe acute respiratory distress syndrome, p = 0.014), had reduced respiratory system compliance (34 vs 29 vs 30 vs 23 L/cm H2O, p = 0.028), and an increased number of ventilator days (no acute respiratory distress syndrome, 10 d; mild acute respiratory distress syndrome acute lung injury, 12 d; moderate acute respiratory distress syndrome, 23 d; severe acute respiratory distress syndrome, 22 d; p = 0.097). Duration of liver intensive therapy unit stay (p = 0.175), survival (p = 0.877), inotrope requirements (p = 0.495), need for extracorporeal renal support (p = 0.565), and severity of organ failure scores were not affected. Extravascular lung water index had a moderate sensitivity of 65% and specificity of 77% for the prediction of acute respiratory distress syndrome. The prevalence of lung injury is relatively low in acute liver failure, where 21% fulfilled acute respiratory distress syndrome criteria. Overall presence of acute respiratory distress syndrome appeared to have a limited impact on outcome.

  • Research Article
  • 10.3760/cma.j.cn112147-20230808-00054
Analysis of compliance with lung protective mechanical ventilation strategy in patients with acute respiratory distress syndrome
  • May 12, 2024
  • Zhonghua jie he he hu xi za zhi = Zhonghua jiehe he huxi zazhi = Chinese journal of tuberculosis and respiratory diseases
  • Y F Liu + 10 more

Objective: To assess the compliance with a lung protective ventilation strategy and to evaluate the relationship with prognosis in patients with acute respiratory distress syndrome (ARDS). Methods: In the prospective multicenter cohort study (CHARDS), patients with ARDS undergoing invasive mechanical ventilation were enrolled to collect essential information, mechanical ventilation data, and prognostic data. Compliance was operationally defined as tidal volume ≤7 ml/kg predicted body weight (PBW) or plateau pressure ≤30 cmH2O or driving pressure≤15 cmH2O. Tidal volume data collected 7 days prior to ventilation after ARDS diagnosis were categorized into four groups: standard group (Group A, 100% compliance), non-standard group (Group B, 50%-99% compliance, Group C,1%-49% compliance,and Group D,totally non-compliant). Plateau pressure and drive pressure measurements were recorded on the first day. Stepwise regression, specifically Logistics regression, was used to identify the factors influencing ICU survival. Results: A total of 449 ARDS patients with invasive mechanical ventilation were included; the proportion of mild, moderate, and severe patients was 71 (15.8%), 198 (44.1%) and 180 (40.1%), respectively. During the first 7 days, a total of 2880 tidal volume measurements were recorded with an average tidal volume of (6.89±1.93) ml/kg PBW. Of these measurements, 53.2% were found to be≤7 ml/kg PBW. The rates of compliance with lung protective mechanical ventilation were 29.8% (134/449), 24.5% (110/449), 23.6% (106/449), and 22% (99/449) in groups A, B, C, and D, respectively. In the standard group, the tidal volume for mild ARDS patients was 18.3%(13/71), while it was 81.7%(58/71)in the non-standard group. Similarly, in patients with moderate ARDS, the tidal volume was 25.8% (51/198) in the standard group, while it was 74.2% (147/198) in the non-standard group. Finally, in patients with severe ARDS, the tidal volume was 38.9% (70/180) in the standard group, while it was 61.1% (110/180) in the non-standard group. Notably, the compliance rate was higher in patients with moderate and severe ARDS in group A compared to patients with mild and moderate ARDS (18.3% vs. 25.8% vs. 38.9%, χ2=13.124, P=0.001). Plateau pressure was recorded in 221 patients, 95.9% (212/221) patients with plateau pressure≤30 cmH2O, and driving pressure was recorded in 207 patients, 77.8% (161/207) patients with a driving pressure ≤15 cmH2O.During the first 7 days, the mortality rate in the intensive care unit (ICU) was lower in the tidal volume standard group compared to the non-standard group (34.6% vs. 51.3%, χ2=10.464, P=0.001). In addition, the in-hospital mortality rate was lower in the standard group compared to the non-standard group (39.8% vs. 57%, χ2=11.016, P=0.001).The results of the subgroup analysis showed that the mortality rates of moderate and severe ARDS patients in the standard group were significantly lower than those in the non-standard group, both in the ICU and in the hospital (all P<0.05). However, there was no statistically significant difference in mortality among mild ARDS patients (all P>0.05). Conclusions: There was high compliance with recommended lung protective mechanical ventilation strategies in ARDS patients, with slightly lower compliance in patients with mild ARDS, and high compliance rates for plateau and drive pressures. The tidal volume full compliance group had a lower mortality than the non-compliance group, and showed a similar trend in the moderate-to-severe ARDS subgroup, but there was no significant correlation between compliance and prognosis in patients with mild ARDS subgroup.

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  • Cite Count Icon 2
  • 10.1016/j.heliyon.2023.e22725
Knowledge and practice of using airway pressure release ventilation mode in ARDS patients: A survey of physicians
  • Nov 22, 2023
  • Heliyon
  • Abdulelah M Aldhahir + 13 more

Knowledge and practice of using airway pressure release ventilation mode in ARDS patients: A survey of physicians

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  • Research Article
  • Cite Count Icon 227
  • 10.1186/cc13103
Non-invasive ventilation for acute hypoxemic respiratory failure: intubation rate and risk factors
  • Jan 1, 2013
  • Critical Care
  • Arnaud W Thille + 5 more

IntroductionWe assessed rates and predictive factors of non-invasive ventilation (NIV) failure in patients admitted to the intensive care unit (ICU) for non-hypercapnic acute hypoxemic respiratory failure (AHRF).MethodsThis is an observational cohort study using data prospectively collected over a three-year period in a medical ICU of a university hospital.ResultsAmong 113 patients receiving NIV for AHRF, 82 had acute respiratory distress syndrome (ARDS) and 31 had non-ARDS. Intubation rates significantly differed between ARDS and non-ARDS patients (61% versus 35%, P = 0.015) and according to clinical severity of ARDS: 31% in mild, 62% in moderate, and 84% in severe ARDS (P = 0.0016). In-ICU mortality rates were 13% in non-ARDS, and, respectively, 19%, 32% and 32% in mild, moderate and severe ARDS (P = 0.22). Among patients with moderate ARDS, NIV failure was lower among those having a PaO2/FiO2 >150 mmHg (45% vs. 74%, p = 0.04). NIV failure was associated with active cancer, shock, moderate/severe ARDS, lower Glasgow coma score and lower positive end-expiratory pressure level at NIV initiation. Among intubated patients, ICU mortality rate was 46% overall and did not differ according to the time to intubation.ConclusionsWith intubation rates below 35% in non-ARDS and mild ARDS, NIV stands as the first-line approach; NIV may be attempted in ARDS patients with a PaO2/FiO2 > 150. By contrast, 84% of severe ARDS required intubation and NIV did not appear beneficial in this subset of patients. However, the time to intubation had no influence on mortality.

  • Research Article
  • Cite Count Icon 136
  • 10.1097/00003246-199110000-00004
Airway pressure release ventilation during acute lung injury
  • Oct 1, 1991
  • Critical Care Medicine
  • Jukka Räsänen + 7 more

To evaluate the feasibility of airway pressure release ventilation (APRV) in providing ventilatory support to patients with acute lung injury of diverse etiology and mild-to-moderate severity. Prospective, multicenter, nonrandomized crossover trial. ICUs in six major referral hospitals. Fifty adult patients with respiratory failure requiring mechanical ventilation and positive end-expiratory airway pressure. After optimization of continuous positive airway pressure (CPAP), conventional ventilation and APRV were administered sequentially for 30 mins. During APRV, the CPAP level and airway pressure release level were adjusted to prevent hypoxemia, while the degree of ventilatory support was adjusted by altering the frequency of pressure release. Circulatory and ventilatory pressures, arterial blood gases and pH, heart rate, and respiratory rate were measured. Alveolar ventilation was augmented adequately in 47 of 50 patients by APRV. Adjustment of APRV required an increase in mean CPAP from 13 +/- 3 (SD) to 21 +/- 9 cm H2O and a release pressure of 6 +/- 5 cm H2O. This airway pressure pattern produced a mean airway pressure comparable to that pressure achieved during conventional ventilation. Failure of APRV in three patients could be attributed to an inadequate level of CPAP or an inadequate APRV rate. While maintaining oxygenation of arterial blood and circulatory function, APRV allowed a substantial (55 +/- 17%; p less than .0001) reduction in peak airway pressure compared with conventional positive pressure ventilation adjusted to deliver a comparable or lower level of ventilatory support. APRV is a feasible alternative to conventional mechanical ventilation for augmentation of alveolar ventilation in patients with acute lung injury of mild-to-moderate severity.

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  • Cite Count Icon 6
  • 10.1016/j.jointm.2022.02.003
Does airway pressure release ventilation offer new hope for treating acute respiratory distress syndrome?
  • Mar 28, 2022
  • Journal of Intensive Medicine
  • Jiangli Cheng + 8 more

Does airway pressure release ventilation offer new hope for treating acute respiratory distress syndrome?

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  • 10.3760/cma.j.issn.1672-7088.2008.36.003
Clinical application and nursing methods of bilevel positive air way pressure ventilation in patients with neurogenic pulmonary edema
  • Dec 21, 2008
  • The Journal of practical nursing
  • 国宁 + 2 more

Objective To investigate the clinical effect and nursing methods of bilevel positive air-way pressure(BiPAP)ventilation in patients with neurogenic pulmonary edema(NPE).Methods Totally 11 NPE patients from January 2004 to December 2007 were enrolled.Ventilation support adopted specific invasive BiPAP mode of Puritan-Bennett840.Aiway pressure release ventilation(APRV)tactics was ap- plied in this mode.The blood oxygen saturation rote(SpO2),acidity-alkalinity(pH),arterial oxygen pres-sure(PaO2),arterial carbon dioxide pressure(PaCO2)were analyzed and compared between synchronized intemittent mandatory ventilation(SIMV)mede2 h and 24 h after BiPAP ventilation.Results Among,arterial blood gas analysis of 11 patients,SpO2 and PaO2 were obviously ameliorated after BiPAP ventilation compared with SIMV ventilation.No side-effect occurred.Conclusions The application of invasive Bi- PAP ventilation support in NPE patients proved to be a fast and effective method. Key words: Bilevel positive airway pressure; Neurogenic pulmonary edema; Nursing

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  • Cite Count Icon 116
  • 10.1007/s00134-016-4653-4
Effects of neuromuscular blockers on transpulmonary pressures in moderate to severe acute respiratory distress syndrome.
  • Dec 24, 2016
  • Intensive care medicine
  • Christophe Guervilly + 13 more

To investigate whether neuromuscular blocking agents (NMBA) exert beneficial effects in acute respiratory distress syndrome (ARDS) by reason of their action on respiratory mechanics, particularly transpulmonary pressures (P L). A prospective randomised controlled study in patients with moderate to severe ARDS within 48h of the onset of ARDS. All patients were monitored by means of an oesophageal catheter and followed up for 48h. Moderate ARDS patients were randomised into two groups according to whether they were given a 48-h continuous infusion of cisatracurium besylate or not (control group). Severe ARDS patients did not undergo randomisation and all received cisatracurium besylate per protocol. The changes during the 48-h study period in oxygenation and in respiratory mechanics, including inspiratory and expiratory P L and driving pressure, were assessed and compared. Delta P L (∆P L) was defined as inspiratory P L minus expiratory P L. Thirty patients were included, 24 with moderate ARDS and 6 with severe ARDS. NMBA infusion was associated with an improvement in oxygenation in both moderate and severe ARDS, accompanied by a decrease in both plateau pressure and total positive end-expiratory pressure. The mean inspiratory and expiratory P L were higher in the moderate ARDS group receiving NMBA than in the control group. In contrast, there was no change in either driving pressure or ∆P L related to NMBA administration. NMBA could exert beneficial effects in patients with moderate ARDS, at least in part, by limiting expiratory efforts.

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  • Cite Count Icon 19
  • 10.4037/ccn2009267
Acute Renal Failure and Mechanical Ventilation: Reality or Myth?
  • Apr 1, 2009
  • Critical Care Nurse
  • Caroline C Broden

Acute Renal Failure and Mechanical Ventilation: Reality or Myth?

  • Research Article
  • Cite Count Icon 8
  • 10.21037/tp-19-178
The effect of high-frequency oscillatory ventilation or airway pressure release ventilation on children with acute respiratory distress syndrome as a rescue therapy
  • Jun 1, 2020
  • Translational Pediatrics
  • Botao Ning + 4 more

BackgroundTo investigate the effects of high-frequency oscillatory ventilation (HFOV) or airway pressure release ventilation (APRV) as a rescue therapy on children with moderate and severe acute respiratory distress syndrome (ARDS).MethodsWe retrospectively enrolled 47 children with ARDS who were transitioned from synchronized intermittent mandatory ventilation (SIMV) to either HFOV or APRV for 48 h or longer after failure of SIMV. The parameters of demographic data, arterial blood gases, ventilator settings, oxygenation index (OI), and PaO2/FiO2 (PF) ratio during the first 48 h of HFOV and APRV were recorded.ResultsThere was no significant difference between the HFOV and APRV groups with survival rates of 60% and 72.7%, respectively. Compared to pre-transition, the mean airway pressures at 2 and 48 h after transition were higher in both groups (P<0.01), and the PF ratio at 2 and 48 h in both modes was significantly improved (P<0.001). PF ratio and PaCO2 have significant differences at 48 h between two groups. The OI at 2 h after transition had no improvement in either group and was substantially lower at 48 h relative to the pre-transition level (P<0.001) in both groups. At 48 h after the transition to both HFOV and APRV, the survivors had lower mean airway pressures, higher PF ratios, and a lower OIs than non-survivors (P<0.01).ConclusionsThere was no significant difference on the survival rates of HFOV and APRV application as a rescue therapy for ARDS, but improved oxygenation at 48 h reliably discriminated survivors from non-survivors in both groups.

  • Research Article
  • Cite Count Icon 188
  • 10.1007/s00134-012-2803-x
A universal definition of ARDS: the PaO2/FiO2 ratio under a standard ventilatory setting--a prospective, multicenter validation study.
  • Jan 31, 2013
  • Intensive care medicine
  • Jesús Villar + 8 more

The PaO2/FiO2 is an integral part of the assessment of patients with acute respiratory distress syndrome (ARDS). The American-European Consensus Conference definition does not mandate any standardization procedure. We hypothesized that the use of PaO2/FiO2 calculated under a standard ventilatory setting within 24 h of ARDS diagnosis allows a more clinically relevant ARDS classification. We studied 452 ARDS patients enrolled prospectively in two independent, multicenter cohorts treated with protective mechanical ventilation. At the time of ARDS diagnosis, patients had a PaO2/FiO2 ≤ 200. In the derivation cohort (n = 170), we measured PaO2/FiO2 with two levels of positive end-expiratory pressure (PEEP) (≥ 5 and ≥ 10 cmH2O) and two levels of FiO2 (≥ 0.5 and 1.0) at ARDS onset and 24 h later. Dependent upon PaO2 response, patients were reclassified into three groups: mild (PaO2/FiO2 > 200), moderate (PaO2/FiO2 101-200), and severe (PaO2/FiO2 ≤ 100) ARDS. The primary outcome measure was ICU mortality. The standard ventilatory setting that reached the highest significance difference in mortality among these categories was tested in a separate cohort (n = 282). The only standard ventilatory setting that identified the three PaO2/FiO2 risk categories in the derivation cohort was PEEP ≥ 10 cmH2O and FiO2 ≥ 0.5 at 24 h after ARDS onset (p = 0.0001). Using this ventilatory setting, patients in the validation cohort were reclassified as having mild ARDS (n = 47, mortality 17 %), moderate ARDS (n = 149, mortality 40.9 %), and severe ARDS (n = 86, mortality 58.1 %) (p = 0.00001). Our method for assessing PaO2/FiO2 greatly improved risk stratification of ARDS and could be used for enrolling appropriate ARDS patients into therapeutic clinical trials.

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