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Cell-cycle-specific autoencoding improves cluster analysis of cycling cardiomyocytes.

Thanh NguyenYuji NakadaYalin WuJianli ZhaoDaniel J GarryHesham SadekJianyi Jay Zhang
Published in: Stem cells (Dayton, Ohio) (2024)
The CSA algorithm improved the precision of our assessments of cell cycle activity in cardiomyocyte subpopulations and enabled us to identify a trajectory across three clusters that appeared to track the onset and progression of cell-cycle activity in cardiomyocytes from fetal pigs.
Keyphrases
  • cell cycle
  • cell proliferation
  • high glucose
  • machine learning
  • angiotensin ii
  • endothelial cells