ArticleCritical care (London, England)2026
Morphological subphenotypes of acute pancreatitis-related acute respiratory distress syndrome.
Article in Critical care (London, England), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
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Who cites it
5 citing papers in PubMed.
- From physiological innovation to clinical precision: defining the right target for diaphragm neurostimulation.Journal of thoracic disease · 2026Article
- [Development and validation of an interpretable machine learning model for predicting reguirement of early invasive mechanical ventilation in patients with acute pancreatitis].Nan fang yi ke da xue xue bao = Journal of Southern Medical University · 2026Article
- Is postoperative ARDS different from medical ARDS?Critical care (London, England) · 2026Article
- Morphological subphenotypes in acute pancreatitis-related ARDS: limitations, extensions, and research priorities.Critical care (London, England) · 2026Article
- Controversy and redefinition: morphological subphenotypes and therapeutic insights in pancreatitis-associated ARDS.Critical care (London, England) · 2026Article
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15 authors.
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No grant is acknowledged in the PubMed record.
Abstract
backgroundAcute Respiratory Distress Syndrome (ARDS) encompasses heterogenous subphenotypes. We assessed whether morphological subphenotypes of Acute Pancreatitis-related ARDS have differential responses to prone position and positive end-expiratory pressure (PEEP).
methodsWe analyzed a retrospective cohort of all consecutive critically ill adults with Acute Pancreatitis-related ARDS and early CT-scan admitted to ICU from 2003 to 2023. ARDS was classified according to CT-scan as “Focal ARDS” or “Non-Focal ARDS.” The primary outcome was 90-day mortality. Treatment effects for prone position and high PEEP were assessed. Adjusted Hazard Ratios (aHR) were calculated with a multivariate Cox analysis. Machine-learning models were developed with XGBoost and explained with SHAP.
resultsAmong the 5,865 patients screened, 151 Acute Pancreatitis-related ARDS were included in the analysis. Eighty-one patients (54%) were classified as Focal ARDS and 70 patients (46%) as Non-Focal ARDS. There was no significant difference in ARDS management. The overall 90-day mortality was of 37% (56/151). There was no significant difference in 90-day mortality between Focal and Non-Focal ARDS (33/81 [41%] vs 33/70 [34%], adjusted Hazard Ratio (aHR): 1.01 [0.58–1.76], p = 0.98). Prone position was associated with lower 90-day mortality in Focal ARDS (aHR: 0.25 [0.08 – 0.76], p = 0.015) but not in Non-Focal ARDS. High PEEP was associated with lower 90-day mortality in Non-Focal ARDS (aHR: 0.22 [0.06–0.85], p = 0.029) but not in Focal ARDS. Machin-learning models concurred with differential responses to prone position and PEEP.
conclusionTwo morphological subphenotypes of Acute Pancreatitis–related ARDS were identified and were evenly distributed. Although their clinical characteristics and outcomes were comparable, they exhibited treatment-specific responses: prone positioning was associated with lower mortality in Focal ARDS, whereas high PEEP was associated with lower mortality in Non-Focal ARDS. These findings suggest that morphology may help guide personalized ventilatory strategies in this specific ARDS population.
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