TY - JOUR
T1 - Single-Cell RNA-Seq Analysis of Retinal Development Identifies NFI Factors as Regulating Mitotic Exit and Late-Born Cell Specification
AU - Clark, Brian S.
AU - Stein-O'Brien, Genevieve L.
AU - Shiau, Fion
AU - Cannon, Gabrielle H.
AU - Davis-Marcisak, Emily
AU - Sherman, Thomas
AU - Santiago, Clayton P.
AU - Hoang, Thanh V.
AU - Rajaii, Fatemeh
AU - James-Esposito, Rebecca E.
AU - Gronostajski, Richard M.
AU - Fertig, Elana J.
AU - Goff, Loyal A.
AU - Blackshaw, Seth
N1 - Funding Information:
The authors would like to thank C.A. Berlinicke and D.J. Zack for assistance with FACS analysis; the Johns Hopkins P30 Center for Neuroscience Research (NS050274); the Johns Hopkins Institute of Genetic Medicine, Baltimore, MD; the Hopkins Microarray and Deep Sequencing Core for use of the 10x Genomics Single Cell system and assistance with library sequencing; and J. Nathans, A. Kolodkin, R. Bremner, W. Yap, A. McCallion, and D.W. Kim for comments on the manuscript. This work was supported by NIH ( R01EY020560 and U01EY027267 to S.B., F32EY024201 and K99EY027844 to B.S.C., K08EY027093 to F.R., and R01CA177669 and U01CA212007 to E.J.F.), NYSTEM ( C026429 , C030133 , and C30290GG to R.M.G.), the Chan-Zuckerberg Initiative DAF ( 2018-183445 to L.A.G. and 2018-183444 to E.J.F.), the Johns Hopkins University ( Catalyst awards to E.J.F. and L.A.G. and Discovery award to E.J.F.), and the Johns Hopkins University School of Medicine Synergy Award (to S.B., L.A.G., and E.J.F.).
Funding Information:
The authors would like to thank C.A. Berlinicke and D.J. Zack for assistance with FACS analysis; the Johns Hopkins P30 Center for Neuroscience Research (NS050274); the Johns Hopkins Institute of Genetic Medicine, Baltimore, MD; the Hopkins Microarray and Deep Sequencing Core for use of the 10x Genomics Single Cell system and assistance with library sequencing; and J. Nathans, A. Kolodkin, R. Bremner, W. Yap, A. McCallion, and D.W. Kim for comments on the manuscript. This work was supported by NIH (R01EY020560 and U01EY027267 to S.B. F32EY024201 and K99EY027844 to B.S.C. K08EY027093 to F.R. and R01CA177669 and U01CA212007 to E.J.F.), NYSTEM (C026429, C030133, and C30290GG to R.M.G.), the Chan-Zuckerberg Initiative DAF (2018-183445 to L.A.G. and 2018-183444 to E.J.F.), the Johns Hopkins University (Catalyst awards to E.J.F. and L.A.G. and Discovery award to E.J.F.), and the Johns Hopkins University School of Medicine Synergy Award (to S.B. L.A.G. and E.J.F.). B.S.C. L.A.G. and S.B. conceived the study. B.S.C. G.L.S.-O. E.J.F. L.A.G. and S.B. directed the study. B.S.C. generated scRNA-seq data, with assistance from G.H.C. B.S.C. G.L.S.-O. T.S. E.D.-M. L.A.G. and E.J.F. analyzed scRNA-seq data, with L.A.G. and E.J.F. as senior bioinformaticians. G.S.L.-O. T.S. L.A.G. and E.J.F. developed scCoGAPS. E.D.-M. L.A.G. and E.J.F. developed and applied EVAsc for scRNA-seq data. B.S.C. and F.S. analyzed the function of NFI factors in mouse retina, with assistance from F.R. C.P.S. T.V.H. and R.E.J.-E. R.M.G. provided Nfia/b/x-floxed mice. B.S.C. G.S.L.-O. E.J.F. L.A.G. and S.B. wrote the paper with input from all co-authors. The authors declare no competing interests.
Publisher Copyright:
© 2019 Elsevier Inc.
PY - 2019/6/19
Y1 - 2019/6/19
N2 - Precise temporal control of gene expression in neuronal progenitors is necessary for correct regulation of neurogenesis and cell fate specification. However, the cellular heterogeneity of the developing CNS has posed a major obstacle to identifying the gene regulatory networks that control these processes. To address this, we used single-cell RNA sequencing to profile ten developmental stages encompassing the full course of retinal neurogenesis. This allowed us to comprehensively characterize changes in gene expression that occur during initiation of neurogenesis, changes in developmental competence, and specification and differentiation of each major retinal cell type. We identify the NFI transcription factors (Nfia, Nfib, and Nfix) as selectively expressed in late retinal progenitor cells and show that they control bipolar interneuron and Müller glia cell fate specification and promote proliferative quiescence. We use single-cell RNA-seq analysis to comprehensively profile gene expression during mouse retinal development. We find major differences between early and late-stage, as well as primary and neurogenic, progenitors. We also find that NFI factors control cell-cycle exit and generation of late-born cell types.
AB - Precise temporal control of gene expression in neuronal progenitors is necessary for correct regulation of neurogenesis and cell fate specification. However, the cellular heterogeneity of the developing CNS has posed a major obstacle to identifying the gene regulatory networks that control these processes. To address this, we used single-cell RNA sequencing to profile ten developmental stages encompassing the full course of retinal neurogenesis. This allowed us to comprehensively characterize changes in gene expression that occur during initiation of neurogenesis, changes in developmental competence, and specification and differentiation of each major retinal cell type. We identify the NFI transcription factors (Nfia, Nfib, and Nfix) as selectively expressed in late retinal progenitor cells and show that they control bipolar interneuron and Müller glia cell fate specification and promote proliferative quiescence. We use single-cell RNA-seq analysis to comprehensively profile gene expression during mouse retinal development. We find major differences between early and late-stage, as well as primary and neurogenic, progenitors. We also find that NFI factors control cell-cycle exit and generation of late-born cell types.
KW - CoGAPS
KW - Müller glia
KW - cell fate
KW - development
KW - neural progenitor
KW - neurogenesis
KW - photoreceptor
KW - proliferation
KW - retina
KW - scRNA-seq
KW - single-cell RNA-sequencing
UR - http://www.scopus.com/inward/record.url?scp=85065608375&partnerID=8YFLogxK
U2 - 10.1016/j.neuron.2019.04.010
DO - 10.1016/j.neuron.2019.04.010
M3 - Article
C2 - 31128945
AN - SCOPUS:85065608375
SN - 0896-6273
VL - 102
SP - 1111-1126.e5
JO - Neuron
JF - Neuron
IS - 6
ER -