Abstract
Background: Cardiac differentiation of human-induced pluripotent stem (hiPS) cells consistently produces a mixed population of cardiomyocytes and non-cardiac cell types, even when using well-characterized protocols. We sought to determine whether different cell types might result from intrinsic differences in hiPS cells prior to the onset of differentiation. Results: By associating individual differentiated cells that share a common hiPS cell precursor, we tested whether expression variability is predetermined from the hiPS cell state. In a single experiment, cells that shared a progenitor were more transcriptionally similar to each other than to other cells in the differentiated population. However, when the same hiPS cells were differentiated in parallel, we did not observe high transcriptional similarity across differentiations. Additionally, we found that substantial cell death occurs during differentiation in a manner that suggested all cells were equally likely to survive or die, suggesting that there is no intrinsic selection bias for cells descended from particular hiPS cell progenitors. We thus wondered how cells grow spatially during differentiation, so we labeled cells by expression of marker genes and found that cells expressing the same marker tended to occur in patches. Our results suggest that cell type determination across multiple cell types, once initiated, is maintained in a cell-autonomous manner for multiple divisions. Conclusions: Altogether, our results show that while substantial heterogeneity exists in the initial hiPS cell population, it is not responsible for the variability observed in differentiated outcomes; instead, factors specifying the various cell types likely act during a window that begins shortly after the seeding of hiPS cells for differentiation.
Original language | English (US) |
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Article number | 90 |
Journal | Genome biology |
Volume | 23 |
Issue number | 1 |
DOIs | |
State | Published - Dec 2022 |
Funding
We thank members of the Raj lab, Jain lab, and Penn iPSC core, particularly Philip Burnham, Lee Richman, Lauren Beck, Samuel Reffsin, and Margaret Dunagin for insightful discussions related to this work. We thank Nancy Zhang for providing valuable advice regarding the latent dimension analysis. We thank the Genomics Facility at the Wistar Institute, especially Sonali Majumdar and Sandy Widura for assistance with sequencing and single-cell partitioning and addition of 10X cell identifiers. We thank the Flow Cytometry Core Laboratory at the Children’s Hospital of Philadelphia Research Institute for assistance with flow cytometry and fluorescence-activated cell sorting. We thank Hao Wu and Peng Hu for advice regarding cardiac directed differentiation. We thank Kenneth Zaret, Naomi Takenaka, Roberto Bonasio, and Timothy Christopher for assistance with lentivirus ultracentrifugation and sequencing. We thank Jennifer Phillips-Cremins and members of her lab, especially Linda Zhou and Zoltan Simandi for advice on hiPS cell culture and for assistance with large-scale plasmid preps. The review history is available as Additional file 6. Kevin Pang was the primary editor of this article and managed its editorial process and peer review in collaboration with the rest of the editorial team. CLJ acknowledges support from NIH training grants F30 HG010822, T32 DK007780, and T32 GM007170; YG acknowledges support from the Burroughs Wellcome Fund Career Awards at the Scientific Interface; NJ acknowledges support from NIH F30 HD103378; AJC acknowledges support from NIH T32 GM07229; BE acknowledges support from NIH F30 CA236129, NIH T32 GM007170, and NIH T32 HG000046; IAM acknowledges support from NIH F30 NS100595; KK acknowledges support from NIH T32 GM008216; WY acknowledges support from NIH Director’s Transformative Research Award R01 GM137425, NIH UG3 DK122644, NIH UM1 DK126194, DoD CDMRP-PRORP, NIH U01 TR001810, and the Perelman School of Medicine, University of Pennsylvania; RJ acknowledges support from NIH Director’s Transformative Research Award R01 GM137425, Burroughs Wellcome Foundation, Allen Foundation, American Heart Association; and AR acknowledges support from NIH Director’s Transformative Research Award R01 GM137425, NIH R01 CA238237, NIH R01 CA232256, NIH P30 CA016520, NIH SPORE P50 CA174523, NIH U01 CA227550, NIH 4DN U01 DK127405, NIH Center for Photogenomics RM1 HG007743, NSF EFRI EFMA19-33400.
ASJC Scopus subject areas
- Ecology, Evolution, Behavior and Systematics
- Genetics
- Cell Biology
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Additional file 2 of Cell type determination for cardiac differentiation occurs soon after seeding of human-induced pluripotent stem cells
Jiang, C. L. (Creator), Goyal, Y. (Creator), Jain, N. (Creator), Wang, Q. (Creator), Truitt, R. E. (Creator), Coté, A. J. (Creator), Emert, B. (Creator), Mellis, I. A. (Creator), Kiani, K. (Creator), Yang, W. (Creator), Jain, R. (Creator) & Raj, A. (Creator), figshare, 2022
DOI: 10.6084/m9.figshare.19522658, https://springernature.figshare.com/articles/dataset/Additional_file_2_of_Cell_type_determination_for_cardiac_differentiation_occurs_soon_after_seeding_of_human-induced_pluripotent_stem_cells/19522658
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Additional file 3 of Cell type determination for cardiac differentiation occurs soon after seeding of human-induced pluripotent stem cells
Jiang, C. L. (Creator), Goyal, Y. (Creator), Jain, N. (Creator), Wang, Q. (Creator), Truitt, R. E. (Creator), Coté, A. J. (Creator), Emert, B. (Creator), Mellis, I. A. (Creator), Kiani, K. (Creator), Yang, W. (Creator), Jain, R. (Creator) & Raj, A. (Creator), figshare, 2022
DOI: 10.6084/m9.figshare.19522661, https://springernature.figshare.com/articles/dataset/Additional_file_3_of_Cell_type_determination_for_cardiac_differentiation_occurs_soon_after_seeding_of_human-induced_pluripotent_stem_cells/19522661
Dataset
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Cell type determination for cardiac differentiation occurs soon after seeding of human-induced pluripotent stem cells
Jiang, C. L. (Creator), Goyal, Y. (Creator), Jain, N. (Creator), Wang, Q. (Creator), Truitt, R. E. (Creator), Coté, A. J. (Creator), Emert, B. (Creator), Mellis, I. A. (Creator), Kiani, K. (Creator), Yang, W. (Creator), Jain, R. (Creator) & Raj, A. (Creator), figshare, 2022
DOI: 10.6084/m9.figshare.c.5932517, https://springernature.figshare.com/collections/Cell_type_determination_for_cardiac_differentiation_occurs_soon_after_seeding_of_human-induced_pluripotent_stem_cells/5932517
Dataset