Integrative Transcriptomic and Epigenomic Profiling for Signature Identification in Coronary Artery Disease: A Pilot Study
Coronary Artery Disease (CAD), mainly due to the progressive development of atherosclerotic plaques, is one of the world's leading causes of mortality and morbidity. A significant percentage of initial events (around 30%) remain fatal to this day despite significant advances in the diagnosis and treatment of cardiovascular diseases (CVDs). Early detection and risk stratification are therefore essential. In this study, we adopted a multi-omics approach integrating transcriptomic (RNA-seq) and epigenomic (ATAC-seq) profiling of peripheral blood mononuclear cells (PBMCs) from a cohort of individuals undergoing clinically indicated cardiac computed tomography angiography (CCTA) to uncover potential novel molecular markers of CAD. We identified 39 genes consistently dysregulated across all CAD subtypes. ATAC-seq analysis revealed distinct chromatin accessibility patterns at CAD-associated loci, with a predominance of quiescent and transcriptionally active states. Validation in an independent cohort confirmed the expression patterns of key Differentially Expressed Genes (DEGs), such as <i>Claudin 18 (CLDN18)</i>, supporting the robustness of our findings. Consequently, the integration of multi-omics data allowed us to identify a core gene signature and regulatory patterns associated with disease severity, offering potential biomarkers for clinical risk stratification in patients with CAD.
Authors
- Andrea Soricelli (ORCID: https://orcid.org/0000-0001-7011-7667)
- Katia Pane (ORCID: https://orcid.org/0000-0002-7594-7931)
- Bruna Punzo (ORCID: https://orcid.org/0000-0003-0915-4682)
- Carlo Cavaliere (ORCID: https://orcid.org/0000-0002-3297-2213)
- Danilo Neglia (ORCID: https://orcid.org/0000-0003-0016-9538)
- Monica Franzese (ORCID: https://orcid.org/0000-0002-6490-7694)
- Mario Zanfardino (ORCID: https://orcid.org/0000-0003-3733-2095)
- Chiara Caselli (ORCID: https://orcid.org/0000-0001-6705-2460)
- Ilaria Leone (ORCID: https://orcid.org/0000-0002-3120-3498)
- Anna D’Agostino
Institutions
- Parthenope University of Naples (IT)
- Istituto di Fisiologia Clinica (IT)
- Fondazione Toscana Gabriele Monasterio (IT)
- Czech Academy of Sciences, Institute of Physiology (CZ)
Publication Details
- Journal
- International Journal of Molecular Sciences
- Published
- 2025-10-27
- DOI
- https://doi.org/10.3390/ijms262110437
- Primary Topic
- Single-cell and spatial transcriptomics
- Type
- article
- Field-Weighted Citation Impact
- 0.00