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Updated: Jan 13, 2026

A Data-Driven Approach to Quantifying Immune States in Sepsis
Published on: February 7, 2025
Sepsis Endotypes Defined by Lymphocyte Thresholds and Inflammation Inform Precision Immunomodulation
Zhongyi Sun1, Li Li1, Wenkang Gao1
1Department of Critical Care Medicine Zhongnan Hospital of Wuhan University Wuhan China.
Sepsis patient subgroups identified by immune cell counts and inflammation show different survival rates and responses to corticosteroids. This immune-inflammatory profiling may guide personalized sepsis treatment strategies.
Area of Science:
- Immunology
- Critical Care Medicine
- Genomics
Background:
- Sepsis treatment efficacy varies due to patient heterogeneity not captured by current methods.
- Lymphopenia is a known mortality predictor, but its functional role alongside inflammation is unclear.
Purpose of the Study:
- To determine if integrating lymphocyte status with systemic inflammation defines sepsis endotypes with distinct treatment responses.
- To identify critical lymphocyte count thresholds associated with sepsis mortality.
Main Methods:
- Retrospective analysis of 714 sepsis patients within 24 hours, profiling lymphocyte subsets and inflammatory biomarkers.
- Used restricted cubic spline analysis to assess nonlinear associations between lymphocyte counts and mortality.
- Applied principal component analysis for endotype classification and integrated transcriptomic data to identify a T-cell dysfunction signature.
Main Results:
- Nonlinear associations between lymphocyte counts and mortality were observed, with critical thresholds identified for total T cells, CD4+, and CD8+ cells.
- Four discrete sepsis endotypes were classified, showing significantly divergent 28-day survival rates (55%-58% vs. 82-87%).
- Patients with immunosuppressed/hypo-inflammatory endotypes receiving corticosteroids had improved survival, unlike hyperinflammatory endotypes. A 15-gene T-cell dysfunction signature showed strong external validation (AUC 0.76-0.85).
Conclusions:
- Immune-inflammatory co-profiling effectively identifies biologically distinct sepsis subgroups.
- These endotypes exhibit differential associations with treatment responses, particularly corticosteroids in hypo-inflammatory states.
- Findings support endotype-guided trials for personalized sepsis management and generate hypotheses for future validation.
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