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A Data-Driven Approach to Quantifying Immune States in Sepsis
Published on: February 7, 2025
170
Single-Cell Sequencing Reveals MYOF-Enriched Monocyte/Macrophage Subcluster as a Favorable Prognostic Factor in
Yi-Fan Zhang1, Zhu-Jun Yi2, Wen-Feng Zhang1
1Department of Hepatobiliary Surgery, the Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.
Advanced Biology
|March 8, 2024
Summary
This study maps sepsis immune cells using single-cell RNA sequencing, identifying MYOF as a key gene linked to survival. MYOF shows potential as a therapeutic target in sepsis immune regulation.
Area of Science:
- Immunology
- Genomics
- Computational Biology
Background:
- Sepsis is a life-threatening organ dysfunction caused by a dysregulated host response to infection.
- Understanding the intricate immune cell dynamics in sepsis is crucial for developing effective treatments.
Purpose of the Study:
- To comprehensively map the immune cell landscape in sepsis using single-cell RNA sequencing.
- To identify key genes and pathways associated with sepsis survival and immune regulation.
- To explore the therapeutic potential of identified immune cell subsets and genes.
Main Methods:
- Single-cell RNA sequencing (scRNA-seq) to profile immune cells in sepsis.
- Bioinformatic analyses including clustering, pathway enrichment (KEGG, GO), Gene Set Variation Analysis (GSVA), and Accessible Transcription factor knowledge-based Universal Regulatory Element (AUCell).
- In vitro (THP-1 cells) and in vivo (C57 mice) validation of gene expression and functional roles.
Main Results:
- Identification of 28 distinct immune cell clusters, categorized into nine major types, with 12 monocyte/macrophage subclusters detailed.
- Enriched pathways include oxidative phosphorylation and antigen processing; interferon pathways show varied activation.
- The gene MYOF was identified with elevated expression in sepsis survivors, demonstrating a dose-dependent response to LPS and suggesting a role in immune regulation.
Conclusions:
- Single-cell RNA sequencing provides a high-resolution view of the sepsis immune landscape.
- MYOF emerges as a significant gene associated with sepsis survival and immune response.
- Targeting MYOF+ monocyte/macrophage subsets may offer novel therapeutic strategies for sepsis.

