Advanced physiological maturation of iPSC-derived human cardiomyocytes using an algorithm-directed optimization of defined media components
Callaghan, N. I.; Durland, L. J.; Chen, W.; Kuzmanov, U.; Miranda, M. Z.; Mirzaei, Z.; Ireland, R. G.; Wang, E. Y.; Wagner, K.; Kim, M. M.; Audet, J.; Santerre, P.; Gramolini, A. O.; Billia, F.; Radisic, M.; Ellis, J.; Mital, S.; Backx, P. H.; Simmons, C. A.
Show abstract
Induced pluripotent stem cell-derived cardiomyocytes (iPSC-CMs) hold tremendous promise for in vitro modeling to assess native myocardial function and disease mechanisms as well as testing drug safety and efficacy. However, current iPSC- CMs are functionally immature, resembling in vivo CMs of fetal or neonatal developmental states. The use of targeted culture media and organoid formats have been identified as potential high-yield contributors to improve CM maturation. This study presents a novel iPSC-CM maturation medium formulation, designed using a differential evolutionary approach targeting metabolic functionality for iterative optimization. Relative to gold-standard reference formulations, our medium significantly matured morphology, Ca2+ handling, electrophysiology, and metabolism, which was further validated by multiomic screening, for cells in either pure or co-cultured microtissue formats. Together, these findings not only provide a reliable workflow for highly functional iPSC-CMs for downstream use, but also demonstrate the power of high-dimensional optimization processes in evoking advanced biological function in vitro.
Matching journals
The top 9 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- SARS-CoV-2 infects human pluripotent stem cell-derived cardiomyocytes, impairing electrical and mechanical function 95%
- Human iPSC-Based Model Reveals NOX4 as Therapeutic Target in Duchenne Cardiomyopathy 95%
- A simplified co-culture reveals altered cardiotoxic responses to doxorubicin in hPSC-derived cardiomyocytes in the presence of endothelial cells 95%
Similar papers in this journal
- Matrix architecture and mechanics regulate myofibril organization, costamere assembly, and contractility of engineered myocardial microtissues 95%
- 3D Bioprinted Fat-Myocardium Model Unravels the Role of Adipocyte Hypertrophy in Atrial Dysfunction 94%
- Electrical stimulation directs formation of perfused vasculature in engineered tissues 92%
Similar papers in this journal
Similar papers in this journal
Similar papers in this journal
- Modeling cardiac fibroblast heterogeneity from human pluripotent stem cell-derived epicardial cells 96%
- Single-cell transcriptome analysis reveals CD34 as a novel marker of human sinoatrial node pacemaker cardiomyocytes 95%
- 3D bioprinting of high cell-density heterogeneous tissue models through spheroid fusion within self-healing hydrogels 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.