Multi-omics data reveal the origin of cardiac myxoma
Shengzhong Liu1, Wanfeng Zhang2, Huajun Sun1
1Department of Cardiovascular Surgery, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China.
Abstract:
Cardiac myxoma, the most common primary heart tumor, remains poorly understood at the molecular level. Here, we combined single-nucleus RNA sequencing, third-generation transcriptomics, and untargeted metabolomics to dissect its origin and pathology. Single-cell analyses demonstrate an endothelial origin driven by aberrant endothelial-to-mesenchymal transition (EndMT), with pseudotime and RNA-velocity tracing a continuum from endothelial-like to mesenchymal-like and metabolically active states. We identify two distinct myxoma subtypes: Subtype 1, marked by MAPK/WNT/EGFR pathway activation, and Subtype 2, characterized by ribosomal and oxidative phosphorylation signatures alongside immune-evasive programs. Third-generation data highlight extracellular matrix remodeling and endothelial signaling, while metabolomics reveal dysregulated purine, nicotinic acid, and nicotinamide metabolism. Notably, MET-PTK2 signaling emerges as a potential driver of tumor initiation and progression. These integrated findings define the cellular architecture and metabolic adaptations of cardiac myxoma and lay the foundation for future interventions.
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