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Published on: May 24, 2024
Systems Genetics for Mechanistic Discovery in Heart Diseases
Christoph D Rau1,2,3, Aldons J Lusis4, Yibin Wang1,2,3
1From the Departments of Anesthesiology (C.D.R., Y.W.), David Geffen School of Medicine, University of California, Los Angeles.
Insights
Systems genetics advances our understanding of complex cardiovascular diseases like heart failure. This approach integrates genetic data with other biological layers to reveal disease mechanisms and guide precision medicine.
Area of Science:
- Genetics
- Cardiovascular Medicine
- Systems Biology
Background:
- Cardiovascular diseases (CVDs) are a leading global cause of death.
- CVDs are complex, multifactorial diseases with heterogeneous progression.
- The genetic basis of nonfamilial heart failure remains poorly understood.
Purpose of the Study:
- To review recent progress in systems genetics for cardiovascular diseases.
- To highlight novel mechanisms and molecular bases of cardiovascular pathophysiology.
- To discuss challenges and future directions in the field.
Main Methods:
- Utilizing omics technologies for systems-level approaches.
- Integrating genetic variation with other biological data layers.
- Employing advanced data analysis platforms.
Main Results:
- Systems genetics identifies and prioritizes candidate genes.
- It elucidates pathogenic pathways and gene interactions.
- It uncovers novel molecular mechanisms in cardiovascular diseases.
Conclusions:
- Systems genetics offers powerful insights into complex cardiovascular diseases.
- It aids in developing individualized diagnostic and therapeutic strategies.
- This approach paves the way for precision cardiovascular medicine.
Abstract:
Cardiovascular diseases are the leading cause of death worldwide. Complex diseases with highly heterogenous disease progression among patient populations, cardiovascular diseases feature multifactorial contributions from both genetic and environmental stressors. Despite significant effort utilizing multiple approaches from molecular biology to genome-wide association studies, the genetic landscape of cardiovascular diseases, particularly for the nonfamilial forms of heart failure, is still poorly understood. In the past decade, systems-level approaches based on omics technologies have become an important approach for the study of complex traits in large populations. These advances create opportunities to integrate genetic variation with other biological layers to identify and prioritize candidate genes, understand pathogenic pathways, and elucidate gene-gene and gene-environment interactions. In this review, we will highlight some of the recent progress made using systems genetics approaches to uncover novel mechanisms and molecular bases of cardiovascular pathophysiological manifestations. The key technology and data analysis platforms necessary to implement systems genetics will be described, and the current major challenges and future directions will also be discussed. For complex cardiovascular diseases, such as heart failure, systems genetics represents a powerful strategy to obtain mechanistic insights and to develop individualized diagnostic and therapeutic regiments, paving the way for precision cardiovascular medicine.
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