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Integrative transcriptomic analysis reveals diagnostic biomarkers for comorbidity of coronary artery disease and
Qingquan Liu1, Xiaoyu Chen2, Shuhan Chen1
1Cardiovascular Medicine, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, China.
Insights
Coronary artery disease (CAD) and obstructive sleep apnea (OSA) together (CADOSA) worsen outcomes due to immune-metabolic issues. S100A12 and MMP9 show promise as biomarkers for CADOSA diagnosis and treatment.
Area of Science:
- Cardiology
- Pulmonology
- Genomics
- Immunology
- Metabolomics
Background:
- The co-occurrence of coronary artery disease (CAD) and obstructive sleep apnea (OSA), known as CADOSA, results in poorer clinical outcomes compared to either condition individually.
- The underlying molecular mechanisms of CADOSA remain poorly understood, highlighting the need for biomarker discovery for improved diagnosis and personalized management.
Purpose of the Study:
- To investigate the molecular mechanisms and identify potential biomarkers for CADOSA.
- To compare clinical characteristics and transcriptomic profiles of healthy controls, CAD patients, OSA patients, and CADOSA patients.
Main Methods:
- Enrolled 96 participants across four groups: healthy controls, CAD, OSA, and CADOSA.
- Utilized peripheral blood mononuclear cell (PBMC) transcriptomic profiling.
- Performed integrated bioinformatics analyses including differential gene expression, pathway enrichment, protein-protein interaction networks, machine learning for biomarker selection, and immune cell infiltration evaluation.
Main Results:
- CADOSA patients exhibited more severe cardiac, respiratory, and metabolic dysfunction compared to single-disease groups.
- Transcriptomic analysis revealed distinct gene expression patterns for CAD, OSA, and CADOSA, with CADOSA showing both shared and unique pathway enrichments related to immune and metabolic dysregulation.
- Identified S100A12 and MMP9 as potential diagnostic biomarkers for CADOSA, with S100A12 expression linked to increased monocyte infiltration.
Conclusions:
- CADOSA is characterized by significant immune-metabolic dysregulation.
- S100A12 and MMP9 represent promising diagnostic biomarkers and potential therapeutic targets for CADOSA patients.
Background:
The co-occurrence of coronary artery disease (CAD) and obstructive sleep apnea (OSA), termed CADOSA, leads to worse clinical outcomes than either condition alone, yet its molecular mechanisms remain unclear, necessitating biomarker discovery for improved diagnosis and personalized management.
Methods:
This study enrolled 96 age-matched participants (24 healthy controls, 25 CAD, 23 OSA, and 24 CADOSA) for clinical assessment and PBMC transcriptomic profiling. Integrated bioinformatics analyses included differential gene expression (edgeR/DESeq2), pathway enrichment, protein-protein interaction networks and topological analysis, machine learning-based biomarker selection, and immune cell infiltration evaluation.
Results:
CADOSA patients had more severe cardiac dysfunction (enlarged left ventricle), respiratory impairment (higher apnea-hypopnea index), and metabolic disturbances (elevated triglycerides/creatinine) compared to single-disease condition of CAD or OSA. Transcriptomics identified 832 CAD-specific, 166 OSA-specific, and 376 CADOSA-specific DEGs compared to the healthy control. The CADOSA exhibited both shared (impaired efferocytosis, neutrophil extracellular traps, and cytoskeletal abnormalities) and unique enriched pathways (NOD-like receptor/PPAR signaling pathway), predominantly associated with immune or metabolic dysregulation. Enhanced expression of S100A12 and MMP9 genes (AUC = 0.83 and 0.78, respectively) was identified as potential biomarkers for CADOSA, and their upregulation was further confirmed by qRT-PCR. Notably, S100A12 expression was correlated with increased monocyte infiltration, highlighting its role in inflammatory pathogenesis of CADOSA.
Conclusions:
These findings reveal immune-metabolic dysregulation underlying CADOSA and provide potential diagnostic biomarkers and targeted therapeutic targets (S100A12 and MMP9) for CADOSA patients.
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