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Dynamics of lineage commitment revealed by single-cell transcriptomics of differentiating embryonic stem cells

Stefan Semrau, Johanna Goldmann, Magali Soumillon, Tarjei S. Mikkelsen, Rudolf Jaenisch, Alexander van Oudenaarden
doi: https://doi.org/10.1101/068288
Stefan Semrau
1Hubrecht Institute–KNAW (Royal Netherlands Academy of Arts and Sciences) and University Medical Center Utrecht, 3584 CT Utrecht, The Netherlands
2Whitehead Institute for Biomedical Research, Cambridge, MA 02142, USA
3present affiliation: Leiden Institute Of Physics, 2333 CC Leiden, The Netherlands
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Johanna Goldmann
2Whitehead Institute for Biomedical Research, Cambridge, MA 02142, USA
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Magali Soumillon
4Broad Institute, Cambridge, MA 02142, USA
5Harvard Stem Cell Institute and Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, MA 02138, USA
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Tarjei S. Mikkelsen
4Broad Institute, Cambridge, MA 02142, USA
5Harvard Stem Cell Institute and Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, MA 02138, USA
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Rudolf Jaenisch
2Whitehead Institute for Biomedical Research, Cambridge, MA 02142, USA
6Department of Biology, Massachusetts Institute of Technology, Cambridge, MA 02142, USA.
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Alexander van Oudenaarden
1Hubrecht Institute–KNAW (Royal Netherlands Academy of Arts and Sciences) and University Medical Center Utrecht, 3584 CT Utrecht, The Netherlands
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ABSTRACT

Gene expression heterogeneity in the pluripotent state of mouse embryonic stem cells (mESCs) has been increasingly well-characterized. In contrast, exit from pluripotency and lineage commitment have not been studied systematically at the single-cell level. Here we measured the gene expression dynamics of retinoic acid driven mESC differentiation using an unbiased single-cell transcriptomics approach. We found that the exit from pluripotency marks the start of a lineage bifurcation as well as a transient phase of susceptibility to lineage specifying signals. Our study revealed several transcriptional signatures of this phase, including a sharp increase of gene expression variability. Importantly, we observed a handover between two classes of transcription factors. The early-expressed class has potential roles in lineage biasing, the late-expressed class in lineage commitment. In summary, we provide a comprehensive analysis of lineage commitment at the single cell level, a potential stepping stone to improved lineage control through timing of differentiation cues.

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The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. All rights reserved. No reuse allowed without permission.
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Posted August 07, 2016.
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Dynamics of lineage commitment revealed by single-cell transcriptomics of differentiating embryonic stem cells
Stefan Semrau, Johanna Goldmann, Magali Soumillon, Tarjei S. Mikkelsen, Rudolf Jaenisch, Alexander van Oudenaarden
bioRxiv 068288; doi: https://doi.org/10.1101/068288
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Dynamics of lineage commitment revealed by single-cell transcriptomics of differentiating embryonic stem cells
Stefan Semrau, Johanna Goldmann, Magali Soumillon, Tarjei S. Mikkelsen, Rudolf Jaenisch, Alexander van Oudenaarden
bioRxiv 068288; doi: https://doi.org/10.1101/068288

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