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A Data-Driven Approach to Quantifying Immune States in Sepsis
Published on: February 7, 2025
342
Transcriptomic Profiles in Children With Septic Shock With or Without Immunoparalysis.
Andrew Snyder1, Kathleen Jedreski1, James Fitch2
1Center for Clinical and Translational Research, Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, OH, United States.
Frontiers in Immunology
|October 18, 2021
Summary
Children with septic shock and immunoparalysis show distinct gene expression patterns, offering potential for early diagnosis. This research identifies key immune pathway differences to guide future treatments.
Area of Science:
- Pediatric critical care medicine
- Immunology
- Genomics
Background:
- Severe innate immune suppression, or immunoparalysis, in children with septic shock increases infection and mortality risks.
- Current diagnostic methods for pediatric immunoparalysis are lacking, and underlying mechanisms are not well understood.
- Transcriptomic studies have identified gene expression changes in septic children, but immune function assays and specific profiles for immunoparalysis are largely unexamined.
Purpose of the Study:
- To identify distinct RNA expression patterns in children with septic shock and immunoparalysis compared to those with a normal immune response.
- To explore potential transcriptomic biomarkers for diagnosing immunoparalysis in pediatric septic shock.
- To elucidate the molecular mechanisms underlying immunoparalysis in children.
Main Methods:
- A nested case-control study was conducted involving children with septic shock.
- Blood samples were analyzed using RNA sequencing (RNAseq) to compare gene expression between children with and without immunoparalysis (defined by lipopolysaccharide (LPS)-induced tumor necrosis factor (TNF)α response < 200 pg/ml).
- Differential gene expression and pathway analyses were performed using DESeq2 and Ingenuity Pathway Analysis software.
Main Results:
- 2,303 transcripts were differentially expressed between the immunoparalysis and normal response groups (absolute fold change ≥ 1.5, false discovery rate ≤ 0.05).
- Downregulated pathways in immunoparalysis included those crucial for cell-mediated immunity, innate-adaptive immune cell interactions, and natural killer cell signaling.
- Upregulated pathways involved humoral immunity, corticotropin signaling, platelet activation, and leukocyte migration.
Conclusions:
- Gene expression profiling shows promise for identifying children with immunoparalysis.
- Key differentially regulated pathways in innate and adaptive immunity were identified, offering insights into disease pathophysiology.
- Further research aims to dissect immune interactions in septic children to guide personalized immunotherapeutic strategies.

