Single-Cell RNA-Sequencing-Based CRISPRi Screening Resolves Molecular Drivers of Early Human Endoderm Development
Summary: 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 tracta...
Main Authors: | , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Elsevier
2019-04-01
|
Series: | Cell Reports |
Online Access: | http://www.sciencedirect.com/science/article/pii/S2211124719304061 |
id |
doaj-e7593eac1e9e4a069ad3b75b75374298 |
---|---|
record_format |
Article |
spelling |
doaj-e7593eac1e9e4a069ad3b75b753742982020-11-25T00:49:05ZengElsevierCell Reports2211-12472019-04-01273708718.e10Single-Cell RNA-Sequencing-Based CRISPRi Screening Resolves Molecular Drivers of Early Human Endoderm DevelopmentRyan M.J. Genga0Eric M. Kernfeld1Krishna M. Parsi2Teagan J. Parsons3Michael J. Ziller4René Maehr5Program in Molecular Medicine, Diabetes Center of Excellence, University of Massachusetts Medical School, Worcester, MA 01605, USAProgram in Molecular Medicine, Diabetes Center of Excellence, University of Massachusetts Medical School, Worcester, MA 01605, USAProgram in Molecular Medicine, Diabetes Center of Excellence, University of Massachusetts Medical School, Worcester, MA 01605, USAProgram in Molecular Medicine, Diabetes Center of Excellence, University of Massachusetts Medical School, Worcester, MA 01605, USADepartment of Translational Psychiatry, Max Planck Institute of Psychiatry, 80804 Munich, GermanyProgram in Molecular Medicine, Diabetes Center of Excellence, University of Massachusetts Medical School, Worcester, MA 01605, USA; Corresponding authorSummary: 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 TGFβ 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. : Genga et al. utilize a single-cell RNA-sequencing-based CRISPR interference approach to screen transcription factors predicted to have a role in human definitive endoderm differentiation. The perturbation screen identifies an important role of TGFβ signaling-related factors. Follow-up of FOXA2 reveals genome-wide molecular changes and altered differentiation competency in endoderm. Keywords: pluripotent stem cells, endoderm, single-cell RNA-seq, CRISPRi, human development, chromatin accessibility, hepatic endoderm, dCas9-KRAB, stem cell differentiation, perturbation screenhttp://www.sciencedirect.com/science/article/pii/S2211124719304061 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Ryan M.J. Genga Eric M. Kernfeld Krishna M. Parsi Teagan J. Parsons Michael J. Ziller René Maehr |
spellingShingle |
Ryan M.J. Genga Eric M. Kernfeld Krishna M. Parsi Teagan J. Parsons Michael J. Ziller René Maehr Single-Cell RNA-Sequencing-Based CRISPRi Screening Resolves Molecular Drivers of Early Human Endoderm Development Cell Reports |
author_facet |
Ryan M.J. Genga Eric M. Kernfeld Krishna M. Parsi Teagan J. Parsons Michael J. Ziller René Maehr |
author_sort |
Ryan M.J. Genga |
title |
Single-Cell RNA-Sequencing-Based CRISPRi Screening Resolves Molecular Drivers of Early Human Endoderm Development |
title_short |
Single-Cell RNA-Sequencing-Based CRISPRi Screening Resolves Molecular Drivers of Early Human Endoderm Development |
title_full |
Single-Cell RNA-Sequencing-Based CRISPRi Screening Resolves Molecular Drivers of Early Human Endoderm Development |
title_fullStr |
Single-Cell RNA-Sequencing-Based CRISPRi Screening Resolves Molecular Drivers of Early Human Endoderm Development |
title_full_unstemmed |
Single-Cell RNA-Sequencing-Based CRISPRi Screening Resolves Molecular Drivers of Early Human Endoderm Development |
title_sort |
single-cell rna-sequencing-based crispri screening resolves molecular drivers of early human endoderm development |
publisher |
Elsevier |
series |
Cell Reports |
issn |
2211-1247 |
publishDate |
2019-04-01 |
description |
Summary: 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 TGFβ 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. : Genga et al. utilize a single-cell RNA-sequencing-based CRISPR interference approach to screen transcription factors predicted to have a role in human definitive endoderm differentiation. The perturbation screen identifies an important role of TGFβ signaling-related factors. Follow-up of FOXA2 reveals genome-wide molecular changes and altered differentiation competency in endoderm. Keywords: pluripotent stem cells, endoderm, single-cell RNA-seq, CRISPRi, human development, chromatin accessibility, hepatic endoderm, dCas9-KRAB, stem cell differentiation, perturbation screen |
url |
http://www.sciencedirect.com/science/article/pii/S2211124719304061 |
work_keys_str_mv |
AT ryanmjgenga singlecellrnasequencingbasedcrispriscreeningresolvesmoleculardriversofearlyhumanendodermdevelopment AT ericmkernfeld singlecellrnasequencingbasedcrispriscreeningresolvesmoleculardriversofearlyhumanendodermdevelopment AT krishnamparsi singlecellrnasequencingbasedcrispriscreeningresolvesmoleculardriversofearlyhumanendodermdevelopment AT teaganjparsons singlecellrnasequencingbasedcrispriscreeningresolvesmoleculardriversofearlyhumanendodermdevelopment AT michaeljziller singlecellrnasequencingbasedcrispriscreeningresolvesmoleculardriversofearlyhumanendodermdevelopment AT renemaehr singlecellrnasequencingbasedcrispriscreeningresolvesmoleculardriversofearlyhumanendodermdevelopment |
_version_ |
1725253067588239360 |