A Multimodal Omics Framework to Empower Target Discovery for Cardiovascular Regeneration.
Ziwen LiMairi BrittanNicholas L MillsPublished in: Cardiovascular drugs and therapy (2023)
Ischaemic heart disease is a global healthcare challenge with high morbidity and mortality. Early revascularisation in acute myocardial infarction has improved survival; however, limited regenerative capacity and microvascular dysfunction often lead to impaired function and the development of heart failure. New mechanistic insights are required to identify robust targets for the development of novel strategies to promote regeneration. Single-cell RNA sequencing (scRNA-seq) has enabled profiling and analysis of the transcriptomes of individual cells at high resolution. Applications of scRNA-seq have generated single-cell atlases for multiple species, revealed distinct cellular compositions for different regions of the heart, and defined multiple mechanisms involved in myocardial injury-induced regeneration. In this review, we summarise findings from studies of healthy and injured hearts in multiple species and spanning different developmental stages. Based on this transformative technology, we propose a multi-species, multi-omics, meta-analysis framework to drive the discovery of new targets to promote cardiovascular regeneration.
Keyphrases
- single cell
- stem cells
- rna seq
- high throughput
- heart failure
- healthcare
- acute myocardial infarction
- systematic review
- high resolution
- small molecule
- left ventricular
- induced apoptosis
- oxidative stress
- atrial fibrillation
- pulmonary hypertension
- cell therapy
- randomized controlled trial
- high glucose
- cell cycle arrest
- social media
- meta analyses
- gene expression
- cell death
- cell proliferation
- diabetic rats
- high speed
- bone marrow
- genome wide
- pi k akt