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    Date Issued2019 (2)Author
    Genga, Ryan M. (2)
    Kernfeld, Eric M. (1)Maehr, Rene (1)Parsi, Krishna M. (1)Parsons, Teagan J. (1)View MoreUMass Chan AffiliationProgram in Molecular Medicine (2)Diabetes Center of Excellence (1)Graduate School of Biomedical Sciences, Interdisciplinary Graduate Program (1)Document TypeDoctoral Dissertation (1)Journal Article (1)KeywordCell Biology (2)dCas9-KRAB (2)Developmental Biology (2)endoderm (2)Amino Acids, Peptides, and Proteins (1)View MoreJournalCell reports (1)

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    Single-Cell RNA-Sequencing-Based CRISPRi Screening Resolves Molecular Drivers of Early Human Endoderm Development

    Genga, Ryan M.; Kernfeld, Eric M.; Parsi, Krishna M.; Parsons, Teagan J.; Ziller, Michael J.; Maehr, Rene (2019-04-16)
    Studies in vertebrates have outlined conserved molecular control of definitive endoderm (END) development. However, recent work also shows that key molecular aspects of human END regulation differ even from rodents. Differentiation of human embryonic stem cells (ESCs) to END offers a tractable system to study the molecular basis of normal and defective human-specific END development. Here, we interrogated dynamics in chromatin accessibility during differentiation of ESCs to END, predicting DNA-binding proteins that may drive this cell fate transition. We then combined single-cell RNA-seq with parallel CRISPR perturbations to comprehensively define the loss-of-function phenotype of those factors in END development. Following a few candidates, we revealed distinct impairments in the differentiation trajectories for mediators of TGFbeta signaling and expose a role for the FOXA2 transcription factor in priming human END competence for human foregut and hepatic END specification. Together, this single-cell functional genomics study provides high-resolution insight on human END development.
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    Towards Understanding the Molecular Basis of Human Endoderm Development Using CRISPR-Effector and Single-Cell Technologies

    Genga, Ryan M. (2019-02-12)
    The definitive endoderm gives rise to several specialized organs, including the thymus. Improper development of the definite endoderm or its derivatives can lead to human disease; in the case of the thymus, immunodeficiency or autoimmune disorders. Human pluripotent stem cells (hPSCs) have emerged as a system to model human development, as study of their differentiation allows for elucidation of the molecular basis of cell fate decisions, under both healthy and impaired conditions. Here, we first developed a CRISPR-effector system to control endogenous gene expression in hPSCs, a novel approach to manipulating hPSC state. Next, the human-specific, loss-of-function phenotypes of candidate transcription factors driving hPSC-to-definitive endoderm differentiation were analyzed through combined CRISPR-perturbation and single-cell RNA-sequencing. This analysis revealed the importance of TGFβ mediators in human definitive endoderm differentiation as well as identified an unappreciated role for FOXA2 in human foregut development. Finally, as the differentiation of definitive endoderm to thymic epithelial progenitors (TEPs) is of particular interest, a single-cell transcriptomic atlas of murine thymus development was generated in anticipation of identifying factors driving later stages of TEP differentiation. Taken together, this dissertation establishes a CRISPR-effector system to interrogate gene and regulatory element function in hPSC differentiation strategies, details the role of specific transcription factors in human endoderm differentiation, and sets the groundwork for future investigations to characterize hPSC-derived TEPs and the factors driving their differentiation.
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