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Updated: Sep 3, 2026

Assessing Cardiomyocyte Subtypes Following Transcription Factor-mediated Reprogramming of Mouse Embryonic Fibroblasts
Published on: March 22, 2017
Single-cell multimodal analysis reveals enhancer and transcription factor regulatory dynamics during human
Hyejin Kim, Sun-Ho Lee, Chul Min Yang
1Department of Tropical Medicine, Institute of Tropical Medicine, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul 03722, Republic of Korea; Brain Korea 21 PLUS Project for Medical Science, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul 03722, Republic of Korea; Yonsei Genome Center, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul 03722, Republic of Korea.
Abstract:
Human induced pluripotent stem cell (iPSC)-derived cardiomyocytes are widely used to model cardiac development and disease, but directed differentiation produces heterogeneous cellular states whose regulatory mechanisms remain incompletely defined. Here, we used simultaneous high-throughput ATAC and RNA Expression with sequencing (SHARE-seq) to profile gene expression and chromatin accessibility during human iPSC-derived cardiomyocyte differentiation. Weighted nearest neighbor integration resolved sequential developmental cell states, including iPSCs, mesodermal cells, progenitor populations, cardiomyocytes, and off-target, mixed, or partially differentiated populations. Peak-to-gene linkage analysis nominated cell state-associated putative enhancer-gene relationships, including a cardiac-related regulatory linkage at the MYH6/MYH7 locus. Pseudotime analysis revealed progressive remodeling of transcriptional and chromatin-associated regulatory programs. In silico perturbation modeling further prioritized transcription factors (TFs) predicted to influence differentiation trajectory progression, and gene regulatory network inference identified candidate TF-centered modules associated with cardiac lineage progression. Comparative pseudotime analysis of these modules showed that motif-containing regulatory element accessibility appeared to emerge earlier than, or in parallel with, TF expression and downstream target module activation. Together, these findings provide a single-cell multimodal resource and analytical framework for linking cellular identity, chromatin accessibility, putative enhancer-gene relationships, and candidate transcription factor regulatory programs during human cardiomyocyte differentiation.

