TY - JOUR
T1 - Dynamics of lineage commitment revealed by single-cell transcriptomics of differentiating embryonic stem cells
AU - Semrau, Stefan
AU - Goldmann, Johanna E.
AU - Soumillon, Magali
AU - Mikkelsen, Tarjei S.
AU - Jaenisch, Rudolf
AU - Van Oudenaarden, Alexander
N1 - Funding Information:
S.S. was supported by the Netherlands Organisation for Scientific Research (NWO/ OCW), as part of the Frontiers of Nanoscience program and by an NWO Rubicon award. J.G. was supported by the Boehringer Ingelheim Foundation as well as a Jerome and Florence Brill Graduate Student Fellowship. R.J. was supported by NIH grants HD 045022 and RO1-CA084198. A.v.O. was supported by an ERC Advanced grant (ERC-AdG 294325-GeneNoiseControl) and an NWO Vici award.
Publisher Copyright:
© 2017 The Author(s).
PY - 2017/12/1
Y1 - 2017/12/1
N2 - 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 measure the gene expression dynamics of retinoic acid driven mESC differentiation from pluripotency to lineage commitment, using an unbiased single-cell transcriptomics approach. We find that the exit from pluripotency marks the start of a lineage transition as well as a transient phase of increased susceptibility to lineage specifying signals. Our study reveals several transcriptional signatures of this phase, including a sharp increase of gene expression variability and sequential expression of two classes of transcriptional regulators. In summary, we provide a comprehensive analysis of the exit from pluripotency and lineage commitment at the single cell level, a potential stepping stone to improved lineage manipulation through timing of differentiation cues.
AB - 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 measure the gene expression dynamics of retinoic acid driven mESC differentiation from pluripotency to lineage commitment, using an unbiased single-cell transcriptomics approach. We find that the exit from pluripotency marks the start of a lineage transition as well as a transient phase of increased susceptibility to lineage specifying signals. Our study reveals several transcriptional signatures of this phase, including a sharp increase of gene expression variability and sequential expression of two classes of transcriptional regulators. In summary, we provide a comprehensive analysis of the exit from pluripotency and lineage commitment at the single cell level, a potential stepping stone to improved lineage manipulation through timing of differentiation cues.
KW - Cellular noise
KW - Embryonic stem cells
KW - Transcriptomics
KW - Stem-cell differentiation
UR - http://www.scopus.com/inward/record.url?scp=85032197721&partnerID=8YFLogxK
U2 - 10.1038/s41467-017-01076-4
DO - 10.1038/s41467-017-01076-4
M3 - Article
C2 - 29061959
AN - SCOPUS:85032197721
SN - 2041-1723
VL - 8
JO - Nature Communications [E]
JF - Nature Communications [E]
IS - 1
M1 - 1096
ER -