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Published on: February 9, 2014
Mitophagy-related genes could facilitate the development of septic shock during immune infiltration
Yu-Shen Yang1, Wan-Jing Zheng, Chu-Yun Liu
1Department of Anesthesiology, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian Province, China.
Abstract:
Septic shock often occurs following critically low blood pressure in patients with sepsis, and is accompanied by a high death rate. Although mitophagy is associated with infection and immune responses, its role in septic shock remains unknown. This study screened effective mitophagy-related genes (MRGs) for medical practice and depicted immune infiltration situations in patients with septic shock. Gene expression profiles of GSE131761 from the Gene Expression Omnibus database were compiled for differential analysis, weighted gene co-expression network analysis, and immune infiltration analysis, while other GSE series were used as validation datasets. A series of validation methods were used to verify the robustness of hub genes, while a nomogram and prognosis model were established for medical practice. Six genes were screened via combinations of differentially expressed genes, weighted gene co-expression network analysis, and MRGs. From this, 3 hub genes (MAP1LC3B, ULK1, and CDC37) were chosen for subsequent analysis based on different validation methods. Gene set enrichment analysis showed that leukocyte trans-endothelial migration and the p53 signaling pathway were abnormally activated during septic shock. Immune infiltration analysis indicated that the imbalance of neutrophils and CD4 naive T cells was significantly correlated with septic shock progression. A nomogram was generated based on MAP1LC3B, ULK1, and CDC37, as well as age. The stability of our model was confirmed using a calibration plot. Importantly, patients with septic shock with the 3 highly expressed hub genes displayed worse prognosis than did patients without septic shock. MAP1LC3B, ULK1, and CDC37 are considered hub MRGs in the development of septic shock and could represent promising diagnostic and prognostic biomarkers in blood tissue. The validated hub genes and immune infiltration pattern expand our knowledge on MRG functional mechanisms, which provides guidance and direction for the development of septic shock diagnostic and therapeutic markers.
Insights
This study identifies three key mitophagy-related genes (MAP1LC3B, ULK1, CDC37) as potential biomarkers for septic shock. Their expression correlates with disease progression and patient prognosis, offering new diagnostic and therapeutic avenues.
Area of Science:
- Biomedical research
- Molecular biology
- Immunology
Background:
- Septic shock, a critical condition with high mortality, involves low blood pressure in sepsis patients.
- The role of mitophagy, a cellular process linked to infection and immunity, in septic shock is not well understood.
Purpose of the Study:
- To identify effective mitophagy-related genes (MRGs) for clinical application in septic shock.
- To analyze immune cell infiltration patterns in septic shock patients.
- To develop diagnostic and prognostic models for septic shock.
Main Methods:
- Utilized Gene Expression Omnibus (GEO) database (GSE131761) for differential gene expression and weighted gene co-expression network analysis.
- Performed immune infiltration analysis and validated hub genes using multiple datasets and methods.
- Constructed a nomogram and prognosis model based on identified hub genes and clinical data.
Main Results:
- Identified three hub MRGs: MAP1LC3B, ULK1, and CDC37, through integrated analysis.
- Found abnormal activation of leukocyte trans-endothelial migration and p53 signaling pathways.
- Observed significant correlations between neutrophil and CD4 naive T cell imbalance and septic shock progression.
- Developed a validated nomogram incorporating MAP1LC3B, ULK1, CDC37, and age, showing higher mortality with elevated hub gene expression.
Conclusions:
- MAP1LC3B, ULK1, and CDC37 are crucial MRGs in septic shock development and serve as potential diagnostic and prognostic biomarkers.
- The study enhances understanding of MRG functions in septic shock.
- Findings provide a basis for developing novel diagnostic and therapeutic strategies for septic shock.
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