An Integrative Review of the Cardiovascular Disease Spectrum: Integrating Multi-Omics and Artificial Intelligence for Precision Cardiology
Interpreting cardiovascular conditions as components of a shared disease spectrum clarifies cross-disease interactions and supports a shift from organ- and syndrome-based classifications toward mechanism- and data-driven precision cardiology. The convergence of multi-omics, and AI offers substantial opportunities for earlier detection, individualized prevention, and tailored therapy, but requires careful attention to data quality, equity, interpretability, and practical implementation in routine care.
Authors
- Cristina Văcărescu (ORCID: https://orcid.org/0000-0002-6376-5751)
- Sergio Liga (ORCID: https://orcid.org/0000-0002-4866-934X)
- Gabriela-Florentina Tapos
- Constantin Tudor Luca
- Casiana Boru (ORCID: https://orcid.org/0009-0004-1725-3749)
- Iasmina-Alexandra Predescu
- Ioan-Alexandru Cîmpeanu
- Daliborca Vlad
- Andra Tiberia Păcurar
- Silvia Luca
Institutions
- Arad County Clinical Hospital (RO)
- Polytechnic University of Timişoara (RO)
- Victor Babeș University of Medicine and Pharmacy Timișoara (RO)
- Vasile Goldis Western University of Arad (RO)
- Institute e-Austria Timisoara (RO)
Publication Details
- Journal
- Diseases
- Published
- 2026-01-13
- DOI
- https://doi.org/10.3390/diseases14010031
- Primary Topic
- Cardiovascular Disease and Adiposity
- Type
- article
- Field-Weighted Citation Impact
- 0.00