Phenotype, subphenotype, and endotype in sepsis and ARDS: a new layer of heterogeneity? - Report - MDSpire

Phenotype, subphenotype, and endotype in sepsis and ARDS: a new layer of heterogeneity?

  • By

  • Liyuan Zhao

  • Cuixia Zhao

  • Minmin Wang

  • Wei Huang

  • April 10, 2026

  • 0 min

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Clinical Report: Exploring Phenotypes, Subphenotypes, and Endotypes in Sepsis and ARDS

Overview

This report discusses the complexities of defining sepsis and ARDS through phenotypes and subphenotypes, highlighting the potential for increased heterogeneity rather than clarity. It emphasizes the need for a shift from descriptive classifications to causal investigations in understanding these conditions.

Background

Sepsis and ARDS are defined by clinical criteria that obscure their biological diversity, complicating therapeutic advancements. Identifying subphenotypes aims to create more precise treatment strategies, yet current methods may inadvertently increase confusion rather than resolve it. Understanding these complexities is crucial for improving patient outcomes in critical care settings.

Data Highlights

No numerical data or trial results were provided in the source material.

Key Findings

  • Current subtyping efforts may add layers of heterogeneity rather than clarify disease definitions.
  • Different analytical approaches yield incomplete concordance across identified subtypes.
  • Retrospective analyses of negative trials have revealed hidden treatment effects but lack prospective validation.
  • The assumption that subgroups reflect distinct disease expressions may be flawed, complicating treatment strategies.
  • There is a pressing need to pivot from descriptive proliferation to causal investigation in sepsis and ARDS research.

Clinical Implications

Clinicians should be cautious in applying current subtyping frameworks, as they may not accurately reflect distinct disease entities. A focus on causal mechanisms rather than solely on descriptive classifications may lead to more effective treatment strategies and improved patient management.

Conclusion

The pursuit of phenotypes and subphenotypes in sepsis and ARDS presents both opportunities and challenges. A critical reevaluation of these classifications is necessary to advance understanding and treatment of these complex conditions.

References

  1. Intensive Care Medicine, 2025 -- Subphenotypes of Sepsis, Theragnostic Approaches, and Tailored Management Strategies
  2. Intensive Care Medicine, 2023 -- Exploring Variability in Sepsis: A Comparative Study of Subphenotypes
  3. Critical Care (Springer), 2025 -- Microvascular phenotypes in pediatric sepsis identified by machine learning: prognostic implications for organ dysfunction and mortality
  4. Critical Care (Springer), 2025 -- Subphenotypes of mechanically ventilated acute respiratory distress syndrome patients based on multi-dimensional pathophysiological parameters

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