Daily Ards Research Analysis
Analyzed 9 papers and selected 3 impactful papers.
Summary
Three studies advance ARDS-related care across the peri-ECMO, neonatal, and transplant settings. Ventilatory ratio measured during sweep gas off trials predicted unsafe VV-ECMO weaning, nSOFA stratified risk for prolonged ventilation in neonatal RDS, and specific perioperative factors predicted early ARDS after living donor liver transplant.
Research Themes
- ECMO liberation physiology and monitoring
- Risk stratification scores for respiratory failure
- Post-transplant ARDS risk and perioperative management
Selected Articles
1. Predictors of VV-ECMO weaning safety: longitudinal ventilatory ratio assessment during sweep gas off trials, a retrospective cohort study.
In 39 ARDS patients on VV-ECMO, elevated ventilatory ratio measured during sweep gas off trials was associated with unsafe liberation, with most failures driven by hypercapnia. Safe weaning attempts were longer and preceded by lower oxygen delivery settings, suggesting ventilatory efficiency is key during trialing.
Impact: Provides a simple, bedside physiological marker to guide ECMO weaning decisions, a high-stakes transition with limited evidence-based criteria. May reduce failed decannulations and associated morbidity.
Clinical Implications: Incorporating ventilatory ratio monitoring during sweep-off trials could help identify patients at risk of unsafe VV-ECMO liberation and prompt prolongation or optimization of trials to mitigate hypercapnia-driven failures.
Key Findings
- Elevated ventilatory ratio during sweep gas off trials was associated with unsafe VV-ECMO weaning.
- Out of 39 patients, 24 separated safely after a single trial, while 15 patients had 36 unsafe trials before decannulation.
- Approximately 69.4% of unsafe trials failed due to hypercapnia; safe trials were longer and preceded by lower FdO2.
Methodological Strengths
- Objective physiologic metric (ventilatory ratio) linked to dead space and outcomes
- Predefined safety criteria assessed during SGOT and within 48 hours post-separation
Limitations
- Single-center retrospective design with small sample size
- Lack of external validation and unclear optimal VR thresholds for decision-making
Future Directions: Prospective, multicenter validation to define VR thresholds and integrate VR with gas exchange and imaging to build standardized ECMO weaning protocols.
BACKGROUND: Separation from venovenous extracorporeal membrane oxygenation (VV-ECMO) is a pivotal transition for patients with acute respiratory distress syndrome (ARDS). Impaired alveolar ventilation more so than oxygenation may be implicated in weaning failure. The ventilatory ratio (VR), a simple marker of patient ventilatory efficiency, correlates with physiological dead space and ARDS outcomes. We hypothesised that elevated VR measured during sweep gas off trials (SGOT) predicts unsafe liberation from VV-ECMO. METHODS: In this monocentric retrospective study, adult patients undergoing VV-ECMO for ARDS between July 2019 and August 2023 were recruited. Patients who died on ECMO or were palliatively separated were excluded. Physiological, ventilatory and ECMO data were extracted from the electronic medical record. VR was calculated as VE [minute ventilation] × PaCO₂/(predicted body weight × 100 × 37.5). Safe wean was defined as ECMO free survival without predefined "unsafe criteria" (hypoxia, hypercapnia with acidosis, escalations in mechanical ventilation, or haemodynamic deterioration) occurring during SGOT (sweep gas off trial) or within 48 h of ECMO separation. RESULTS: Thirty-nine patients (median age 47 years; 76.9% male) were included. Twenty-four patients separated safely from ECMO following a single SGOT, the remaining 15 patients underwent 36 unsafe trials before decannulation, 69.4% of which failed due to hypercapnia. Safe wean trials were longer (19 [5.7-25.0]hr vs. 5 [0.3-13.3]hr; p = 0.01) and preceded by lower fractional delivered oxygen (FdO CONCLUSIONS: Elevated ventilatory ratio during SGOT was associated with unsafe weaning from VV-ECMO in this retrospective cohort of patients with ARDS. Prospective validation is warranted to inform future weaning practice.
2. nSOFA scores predict prolonged mechanical ventilation in neonatal respiratory distress syndrome: a retrospective cohort study.
Using 642 NICU NRDS cases from MIMIC-III, each 1-point increase in nSOFA within 24 hours predicted a 29% higher risk of prolonged ventilation, with an AUC of 0.7245. nSOFA outperformed its respiratory sub-score and matched SOFA, supporting its simplicity for early risk stratification.
Impact: Provides quantifiable, early risk stratification for prolonged ventilation in NRDS with comparative performance metrics, enabling more efficient NICU resource allocation and care planning.
Clinical Implications: An admission nSOFA cutoff (e.g., 3) could trigger closer monitoring, earlier optimization of respiratory support, and family counseling regarding anticipated ventilation duration.
Key Findings
- Prolonged mechanical ventilation occurred in 29.9% (192/642) of NRDS infants.
- Each 1-point increase in nSOFA was associated with a 29% increased risk of prolonged ventilation (OR 1.29; p<0.001).
- nSOFA showed moderate discrimination (AUC 0.7245), outperforming the respiratory sub-score (AUC 0.6936; p<0.001) and comparable to SOFA (AUC 0.7218; p=0.89).
- At an nSOFA cutoff of 3, sensitivity was 64.06% and specificity 70.22%.
Methodological Strengths
- Large retrospective cohort with multivariable adjustment
- Comparative performance analysis versus respiratory sub-score and SOFA
Limitations
- Single-database retrospective design (MIMIC-III, 2001–2012) may limit generalizability to contemporary practice
- Static nSOFA assessment without dynamic monitoring analyses
Future Directions: Prospective multicenter validation and evaluation of dynamic nSOFA trajectories to refine prediction and guide timely interventions.
BACKGROUND: Neonatal respiratory distress syndrome (NRDS) is one of the most common respiratory diseases in the neonatal period and a major cause of neonatal mortality. Prolonged mechanical ventilation (MV) is associated with adverse outcomes in NRDS patients, highlighting the need for effective early risk stratification tools. The Neonatal Sequential Organ Failure Assessment (nSOFA) score has emerged as a potential predictor of adverse outcomes, but its association with prolonged MV remains unclear. METHODS: This retrospective cohort study utilized data from the Medical Information Mart for Intensive Care III (MIMIC-III) database, analyzing 642 NRDS infants admitted to the neonatal intensive care unit (NICU) between 2001 and 2012. Patients were divided into two groups based on MV duration: prolonged MV (> 96 h) and non-prolonged MV (≤ 96 h). The highest nSOFA score within 24 h of admission was the primary exposure variable. Covariates included demographic data, clinical characteristics, and laboratory results. A multivariable logistic regression model was used to assess the association between nSOFA scores and prolonged MV. The predictive ability of nSOFA was evaluated using the area under the receiver operating characteristic curve (AUC). RESULTS: Of the 642 NRDS infants, 192 (29.9%) required prolonged MV. Each 1-point increase in the nSOFA score was associated with a 29% higher risk of prolonged MV (odds ratio [OR]: 1.29; 95% confidence interval [CI]: 1.16-1.44; p < 0.001). The nSOFA score demonstrated moderate predictive ability (AUC: 0.7245; 95% CI: 68.41%-76.49%), which was significantly better than its respiratory sub-score (AUC: 0.6936; p < 0.001) and comparable to the SOFA score (AUC: 0.7218; p = 0.89). Using an nSOFA cutoff of 3, the sensitivity and specificity for predicting prolonged MV were 64.06% and 70.22%, respectively. CONCLUSION: The nSOFA score is an independent risk factor for prolonged MV in NRDS infants, with moderate predictive ability. Its simplicity and effectiveness make it a valuable tool for early risk stratification in NICUs. Future multicenter studies are needed to validate these findings and explore the potential of dynamic nSOFA monitoring in improving predictive accuracy.
3. Risk Factors for Acute Respiratory Distress Syndrome in Patients after Living Donor Liver Transplant.
In 124 living donor liver transplant recipients, ARDS occurred in 12.9%—mostly within 24 hours—and was independently associated with hepatopulmonary syndrome, higher intraoperative RBC transfusion volume, and early postoperative inflammatory and gas exchange markers. ARDS was linked to greater complications, longer ventilation and hospitalization, and 25% in-hospital mortality.
Impact: Identifies actionable perioperative risk factors for post-transplant ARDS, enabling targeted prevention and early surveillance in a high-risk surgical population.
Clinical Implications: Preoperative screening for hepatopulmonary syndrome, minimizing intraoperative RBC transfusion, and close monitoring of postoperative inflammatory markers and oxygenation could mitigate early ARDS after living donor liver transplant.
Key Findings
- ARDS occurred in 12.9% (16/124) of recipients, predominantly within the first 24 hours post-transplant.
- Independent risk factors included hepatopulmonary syndrome (OR 6.86; P<.001) and higher intraoperative RBC transfusion volume (OR 1.90; P=.011).
- Postoperative markers associated with ARDS included elevated WBC (OR 1.56; P=.020), higher NLR (OR 2.00; P=.03), lower PaO2 (OR 0.93; P=.010), lower INR (OR 0.004; P=.027), higher total bilirubin (OR 1.01; P=.030), and higher albumin (OR 1.12; P=.006).
- ARDS was associated with higher rates of early postoperative complications, prolonged ventilation and hospitalization, and 25% hospital mortality.
Methodological Strengths
- Berlin定義に基づく一貫したARDS診断
- 多変量ロジスティック回帰による交絡調整
Limitations
- Single-center retrospective design with modest sample size
- Some associations (e.g., INR directionality) warrant cautious interpretation and external validation
Future Directions: Prospective multicenter studies to validate risk models and test perioperative interventions (e.g., transfusion protocols) to prevent early post-transplant ARDS.
OBJECTIVES: Acute respiratory distress syndrome remains a serious multifactorial complication after liver transplant, characterized by high mortality. Key determinants and risk factors for acute respiratory distress syndrome remain incompletely understood. MATERIALS AND METHODS: We retrospectively investigated risk factors for acute respiratory distress syndrome in 124 patients after living donor liver transplant between January 2018 and March 2025. We analyzed preoperative clinical information, intraoperative course characteristics, and patient parameters on admission to the intensive care unit after surgery, as well as complications and outcomes. Acute respiratory distress syndrome was diagnosed in accordance with the Berlin definition as the presence of acute hypoxemia, bilateral pulmonary infiltrates on chest radiography consistent with pulmonary edema, and respiratory failure not fully explained by cardiac dysfunction or fluid overload. We conducted multivariate logistic regression analysis to differentiate risk factors. RESULTS: Among the 124 analyzed patients, 16 (12.9%) were diagnosed with acute respiratory distress syndrome, predominantly within the first 24 hours. Preoperative presence of hepatopulmonary syndrome (odds ratio 6.86; P < .001), intraoperative high total red blood cell transfusion volume (odds ratio 1.90; P = .011), postoperative elevated white blood cell count (odds ratio 1.56; P = .020), neutrophil-to-lymphocyte ratio (odds ratio 2.00; P = .03), decreased Pao2 (odds ratio 0.93; P = .010), lower international normalized ratio (odds ratio 0.004; P = .027), total bilirubin concentration (odds ratio 1.01; P = .030), and serum albumin level (odds ratio 1.12; P = .006) were risk factors. Patients also experienced significantly higher rates of early postoperative complications, systemic disorders, prolonged mechanical ventilation and hospitalization, and hospital mortality (25%; P < .001). CONCLUSIONS: Acute respiratory distress syndrome after living donor liver transplant was associated with hepato-pulmonary syndrome, intraoperative large-volume red blood cell transfusion, postoperative white blood cells, neutrophil-to-lymphocyte ratio, Pao2, international normalized ratio, albumin, and total bilirubin.