Beyond binary: rethinking subphenotyping in ARDS as a continuous spectrum - Report - MDSpire

Beyond binary: rethinking subphenotyping in ARDS as a continuous spectrum

  • By

  • Prashant Nasa

  • Ken Kuljit S. Parhar

  • Ryuichi Nakayama

  • June 24, 2026

  • 0 min

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Clinical Report: Reevaluating Subphenotyping in ARDS

Background

ARDS is a severe condition with a high mortality rate, primarily due to its clinical and pathophysiological diversity. The identification of hyperinflammatory and hypoinflammatory subphenotypes has provided insights into the prognostic differences among patients. However, the traditional binary classification may overlook the complexity of ARDS.

Data Highlights

No specific numerical data provided in the source material.

Key Findings

  • ARDS is characterized by significant clinical and biological heterogeneity.
  • Hyperinflammatory subphenotypes are associated with higher mortality and fewer ventilator-free days.
  • Patients can transition between hyperinflammatory and hypoinflammatory phenotypes over time.
  • Recent studies suggest that a continuous spectrum model may better capture the complexity of ARDS.
  • Dynamic changes in subphenotype probability provide important prognostic information.

Clinical Implications

The findings suggest that clinicians should consider a more nuanced approach to ARDS classification that accounts for within-group heterogeneity. This may improve risk stratification and inform treatment decisions, particularly in the context of evolving patient conditions.

Conclusion

Moving towards a continuous spectrum model of ARDS subphenotyping may enhance the understanding of patient variability and improve clinical outcomes. Further research is needed to validate these findings in prospective studies.

Related Resources & Content

  1. Kitsios et al., Intensive Care Medicine, 2023 -- Reevaluating Subphenotyping in ARDS
  2. Calfee et al., Critical Care, 2023 -- Subphenotypes of mechanically ventilated acute respiratory distress syndrome patients based on multi-dimensional pathophysiological parameters
  3. American Journal of Respiratory and Critical Care Medicine, 2024 -- New Global Definition of Acute Respiratory Distress Syndrome
  4. Critical Care (Springer) — Morphological subphenotypes in acute pancreatitis-related ARDS: limitations, extensions, and research priorities
  5. Intensive Care Medicine — Evaluating PaO2/FiO2? Consider the Role of PEEP! Response from the Authors
  6. Subphenotypes in acute respiratory distress syndrome: A scoping review
  7. New Global Definition of Acute Respiratory Distress Syndrome | American Journal of Respiratory and Critical Care Medicine | Oxford Academic
  8. Subphenotypes of mechanically ventilated acute respiratory distress syndrome patients based on multi-dimensional pathophysiological parameters | Critical Care | Springer Nature Link

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