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Linking coronary artery disease to neurodegenerative diseases through systems genetics
Martina Vescio1, Linda Pattini1,2
1Cardio-Tech Lab, Centro Cardiologico Monzino IRCCS, Milan, Italy.
Insights
Coronary artery disease (CAD) genetic variants interact within the coronary artery molecular network. This study reveals shared pathways between cardiovascular and neurodegenerative diseases, like Alzheimer's, emphasizing a systems biology approach.
Area of Science:
- Genetics and Systems Biology
- Cardiovascular Research
- Neurodegenerative Disease Research
Background:
- Coronary artery disease (CAD) remains a major global cause of mortality, driven by genetic and environmental factors.
- Understanding the complex interplay of genetic determinants in CAD pathogenesis is crucial.
- A systemic approach is needed to unravel the multiple molecular pathways involved in CAD.
Purpose of the Study:
- To investigate the interactions of genome-wide association study (GWAS) variants associated with CAD within the coronary artery molecular interactome.
- To identify how these variants interact with each other and with neighboring genes.
- To explore potential shared molecular mechanisms between CAD and other diseases.
Main Methods:
- Selected GWAS variants linked to CAD from the GWAS Catalog.
- Constructed a tissue-specific interactome using protein-protein interactions and co-expression data.
- Focused analysis on a subnetwork connecting genes carrying CAD-associated variants.
- Performed functional enrichment analysis on the identified subnetwork.
Main Results:
- Genes with CAD variants interact with those involved in extracellular matrix organization, lipoprotein clearance, arterial morphology, and inflammation.
- The subnetwork accurately reflects molecular pathways implicated in CAD.
- Key network nodes include amyloid beta precursor protein (APP) and huntingtin (HTT), linked to neurodegenerative disorders.
Conclusions:
- The study supports a link between coronary artery disease and neurodegenerative conditions like Alzheimer's disease.
- Shared pathological mechanisms may exist between these seemingly unrelated diseases.
- A systems biology approach is essential for a comprehensive understanding of CAD and associated diseases.
Abstract:
Coronary artery disease (CAD) is still a leading cause of death worldwide despite the extensive research and the considerable progresses made through the years. As other cardiovascular diseases, CAD is the result of the complex interaction between genetic variants and environmental factors. Currently identified genetic loci associated to CAD revealed the contribution of multiple molecular pathways to its pathogenesis, suggesting the need for a systemic approach to understand the role of genetic determinants. In this study we wanted to investigate how GWAS variants associated to CAD interact with each other and with nearby genes in the context of the coronary artery molecular interactome. GWAS variants associated to CAD were selected from GWAS Catalog, then, a tissue-specific interactome was constructed integrating protein-protein interactions (PPI) from multiple public repositories and computationally inferred co-expression relationships. To focus on the part of the network most relevant for CAD, we selected the interactions connecting the genes carrying a variant associated to the disease. A functional enrichment analysis conducted on the subnetwork revealed that genes carrying genetic variants associated to CAD closely interact with genes related to relevant biological processes, such as extracellular matrix organization, lipoprotein clearance, arterial morphology and inflammatory response. These results confirm that the identified subnetwork reflects the molecular pathways altered in CAD and intercepted by the selected variants. Interestingly, the most connected nodes of the network included amyloid beta precursor protein (APP) and huntingtin (HTT), both implicated in neurodegenerative disorders. In recent years the interest in investigating the common processes between cardiovascular diseases and neurodegenerative disorders is increasing, with growing evidence of a link between CAD and Alzheimer's disease. The results obtained in this work support the association between such apparently unrelated diseases and highlight the necessity of a systems biology approach to better elucidate shared pathological mechanisms.
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