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From multi-omics approaches to personalized medicine in myocardial infarction
Chaoying Zhan1, Tong Tang1, Erman Wu1
1Department of Cardiology and Institutes for Systems Genetics, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, China.
Insights
Multi-omics approaches offer a comprehensive view of myocardial infarction (MI) mechanisms, overcoming single-omics limitations. This review explores omics studies and multi-omics integration for improved MI diagnosis and personalized treatment.
Area of Science:
- Cardiovascular Research
- Genomics and Bioinformatics
- Molecular Medicine
Background:
- Myocardial infarction (MI) is a leading cause of death, driven by ischemia and hypoxia, with unclear etiological mechanisms.
- Despite extensive research, a complete understanding of MI's molecular basis remains elusive.
- Single-omics approaches have limitations in deciphering complex disease pathways.
Purpose of the Study:
- To review omics studies (genomics, epigenomics, transcriptomics, proteomics, metabolomics) for myocardial infarction.
- To highlight the advantages of multi-omics integrative analysis in understanding MI.
- To compile resources and discuss the role of multi-omics in personalized MI medicine.
Main Methods:
- Comprehensive literature review of omics studies related to myocardial infarction.
- Analysis of multi-omics integration strategies for disease mechanism exploration.
- Compilation of relevant online databases and bioinformatics tools.
Main Results:
- Omics technologies provide novel insights into MI molecular mechanisms and biomarker discovery.
- Multi-omics approaches reveal intricate molecular interaction networks, overcoming single-omics limitations.
- A range of online resources and tools facilitate multi-omics investigations for MI.
Conclusions:
- Multi-omics integration is crucial for a holistic understanding of myocardial infarction.
- These approaches hold significant potential for advancing personalized medicine in MI diagnosis, treatment, and prognosis.
- Further development and application of multi-omics strategies are warranted for cardiovascular disease research.
Abstract:
Myocardial infarction (MI) is a prevalent cardiovascular disease characterized by myocardial necrosis resulting from coronary artery ischemia and hypoxia, which can lead to severe complications such as arrhythmia, cardiac rupture, heart failure, and sudden death. Despite being a research hotspot, the etiological mechanism of MI remains unclear. The emergence and widespread use of omics technologies, including genomics, transcriptomics, proteomics, metabolomics, and other omics, have provided new opportunities for exploring the molecular mechanism of MI and identifying a large number of disease biomarkers. However, a single-omics approach has limitations in understanding the complex biological pathways of diseases. The multi-omics approach can reveal the interaction network among molecules at various levels and overcome the limitations of the single-omics approaches. This review focuses on the omics studies of MI, including genomics, epigenomics, transcriptomics, proteomics, metabolomics, and other omics. The exploration extended into the domain of multi-omics integrative analysis, accompanied by a compilation of diverse online resources, databases, and tools conducive to these investigations. Additionally, we discussed the role and prospects of multi-omics approaches in personalized medicine, highlighting the potential for improving diagnosis, treatment, and prognosis of MI.
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