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Published on: September 20, 2024
Identification of Shared Immune Cells and Immune-Related Co-Disease Genes in Chronic Heart Failure and Systemic Lupus
Ziyue Luo1, Guifang Lu2, Qiang Yang1
1Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, 310053, People's Republic of China.
Insights
Researchers identified shared immune cells, T cells CD4 naïve and Monocytes, and key genes (CCR7, RNASE2, RNASE3, CXCL10) common to heart failure (HF) and systemic lupus erythematosus (SLE). These findings may offer potential biomarkers for both diseases.
Area of Science:
- Immunology
- Genetics
- Cardiology
- Rheumatology
Background:
- Chronic heart failure (HF) and systemic lupus erythematosus (SLE) are complex diseases with distinct pathologies.
- Understanding shared molecular mechanisms could reveal novel therapeutic targets.
- Immune cell dysregulation is implicated in both HF and SLE.
Purpose of the Study:
- To identify shared immune cells and co-disease genes between HF and SLE.
- To explore potential mechanisms linking HF and SLE.
- To discover potential biomarkers and therapeutic targets for both conditions.
Main Methods:
- Transcriptome sequencing of peripheral blood mononuclear cells (PBMCs) from HF and SLE patients and normal controls.
- Differential gene expression (DEG) analysis, immune infiltration analysis, Weighted Gene Co-expression Network Analysis (WGCNA).
- Protein-protein interaction (PPI) analysis and machine learning for gene and cell screening.
Main Results:
- T cells CD4 naïve and Monocytes showed similar expression patterns in both HF and SLE.
- Four immune-associated co-disease genes (CCR7, RNASE2, RNASE3, CXCL10) were identified by intersecting immune cell-associated genes with common DEGs.
- CCR7 was downregulated, while RNASE2, RNASE3, and CXCL10 were upregulated in both HF and SLE.
Conclusions:
- T cells CD4 naïve and Monocytes are potential shared immune cells in HF and SLE.
- CCR7, RNASE2, RNASE3, and CXCL10 are identified as key genes common to both diseases.
- These genes may serve as potential biomarkers or therapeutic targets for HF and SLE.
Purpose:
The purpose was to identify shared immune cells and co-disease genes in chronic heart failure (HF) and systemic lupus erythematosus (SLE), as well as explore the potential mechanisms of action between HF and SLE.
Methods:
A collection of peripheral blood mononuclear cells (PBMCs) from ten patients with HF and SLE and ten normal controls (NC) was used for transcriptome sequencing. Differentially expressed genes (DEGs) analysis, enrichment analysis, immune infiltration analysis, weighted gene co-expression network analysis (WGCNA), protein-protein interaction (PPI) analysis, and machine learning were applied for the screening of shared immune cells and co-disease genes in HF and SLE. Gene expression analysis and correlation analysis were used to explore the potential mechanisms of co-disease genes and immune cells in HF and SLE.
Results:
In this study, it was found that two immune cells, T cells CD4 naïve and Monocytes, displayed similar expression patterns in HF and SLE at the same time. By taking intersection of the above immune cell-associated genes with the DEGs common to both HF and SLE, four immune-associated co-disease genes, CCR7, RNASE2, RNASE3 and CXCL10, were finally identified. CCR7, as one of the four key genes, was significantly down-regulated in HF and SLE, while the rest three key genes were all significantly up-regulated in both diseases.
Conclusion:
T cells CD4 naïve and Monocytes were first revealed as possible shared immune cells of HF and SLE, and CCR7, RNASE2, RNASE3 and CXCL10 were identified as possible key genes common to HF and SLE as well as potential biomarkers or therapeutic targets for HF and SLE.
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