Proneural genes form a combinatorial code to diversify neocortical neural progenitor cells

Neocortical neural progenitor cells (NPCs) are molecularly heterogeneous, yet the genes that confer distinct neuronal morphologies and connectivities during development are poorly understood. Here, we determined that a proneural gene combinatorial code diversifies cortical NPCs. By mining scRNA-seq data from murine embryonic and early postnatal cortices and generating trajectory inference models, we found that Neurog2 is predominant, and is transiently co-expressed with Ascl1 and/or Neurog1 during an apical-to-basal NPC transition state in NPCs with early pseudotime identities. To assess whether proneural gene pairs confer distinct properties, we first used Neurog2/Ascl1 reporter mice expressing unique reporters, revealing that NPCs have distinct cell division modes and cell cycle dynamics dependent on their proneural gene profile. To assess Neurog2/Neurog1 interactions, we used double knock-out mice and novel split-Cre transgenics crossed to a Rosa-diptheria-toxin-A line to delete double+ cells, showing Neurog1/Neurog2 are specifically required to generate early-born neurons and to maintain NPCs. Finally, in silico mutation of a cortical Neurog2-gene regulatory network and validation using Neurog1/Neurog2 mutant and ‘deleter’ mice, identified Bclllb and Nhlh2, expressed in early-born neurons, as dependent on Neurog1/Neurog2. Our data explains how proneural genes act combinatorically to diversify gene regulatory networks, thereby lineage restricting NPCs and creating cortical neuronal diversity.

[1]  Robert L. Goldstone,et al.  Pioneer factor ASCL1 cooperates with the mSWI/SNF complex at distal regulatory elements to regulate human neural differentiation , 2023, Genes & development.

[2]  W. Huttner,et al.  Progenitor-Based Cell Biological Aspects of Neocortex Development and Evolution , 2022, Frontiers in Cell and Developmental Biology.

[3]  A. Philpott,et al.  ASCL1 phosphorylation and ID2 upregulation are roadblocks to glioblastoma stem cell differentiation , 2022, Scientific reports.

[4]  D. Melton,et al.  Cell maturation: Hallmarks, triggers, and manipulation , 2021, Cell.

[5]  Evan Z. Macosko,et al.  Molecular logic of cellular diversification in the mouse cerebral cortex , 2021, Nature.

[6]  C. Schuurmans,et al.  New Insights Into the Intricacies of Proneural Gene Regulation in the Embryonic and Adult Cerebral Cortex , 2021, Frontiers in Molecular Neuroscience.

[7]  L. Goff,et al.  Differential Expression Levels of Sox9 in Early Neocortical Radial Glial Cells Regulate the Decision between Stem Cell Maintenance and Differentiation , 2020, The Journal of Neuroscience.

[8]  R. Dixit,et al.  Proneural genes define ground state rules to regulate neurogenic patterning and cortical folding , 2020, bioRxiv.

[9]  L. Nguyen,et al.  Temporal patterning of apical progenitors and their daughter neurons in the developing neocortex , 2019, Science.

[10]  Shaun Mahony,et al.  Proneural factors Ascl1 and Neurog2 contribute to neuronal subtype identities by establishing distinct chromatin landscapes , 2019, Nature Neuroscience.

[11]  R. Dixit,et al.  A non-canonical role for the proneural gene Neurog1 as a negative regulator of neocortical neurogenesis , 2018, Development.

[12]  N. Baker,et al.  All in the family: proneural bHLH genes and neuronal diversity , 2018, Development.

[13]  C. Walsh,et al.  Aspm knockout ferret reveals an evolutionary mechanism governing cerebral cortical size , 2018, Nature.

[14]  H. Kazan,et al.  A Translational Repression Complex in Developing Mammalian Neural Stem Cells that Regulates Neuronal Specification , 2018, Neuron.

[15]  Allan R. Jones,et al.  Shared and distinct transcriptomic cell types across neocortical areas , 2017, bioRxiv.

[16]  Geng Chen,et al.  KDM3A-mediated demethylation of histone H3 lysine 9 facilitates the chromatin binding of Neurog2 during neurogenesis , 2017, Development.

[17]  H. Yao,et al.  A new mouse line for cell ablation by diphtheria toxin subunit A controlled by a Cre‐dependent FLEx switch , 2017, Genesis.

[18]  Hannah A. Pliner,et al.  Reversed graph embedding resolves complex single-cell trajectories , 2017, Nature Methods.

[19]  R. Hevner,et al.  Neocortical Sox9+ radial glia generate glutamatergic neurons for all layers, but lack discernible evidence of early laminar fate restriction , 2017, Neural Development.

[20]  R. Dixit,et al.  Neurog2 and Ascl1 together regulate a postmitotic derepression circuit to govern laminar fate specification in the murine neocortex , 2017, Proceedings of the National Academy of Sciences.

[21]  S. Akira,et al.  The Tbr2 Molecular Network Controls Cortical Neuronal Differentiation Through Complementary Genetic and Epigenetic Pathways , 2016, Cerebral cortex.

[22]  Jeroen A. A. Demmers,et al.  Return to quiescence of mouse neural stem cells by degradation of a proactivation protein , 2016, Science.

[23]  Magdalena Götz,et al.  A restricted period for formation of outer subventricular zone defined by Cdh1 and Trnp1 levels , 2016, Nature Communications.

[24]  Julien Prados,et al.  Sequential transcriptional waves direct the differentiation of newborn neurons in the mouse neocortex , 2016, Science.

[25]  Bassem A. Hassan,et al.  Post-translational Control of the Temporal Dynamics of Transcription Factor Activity Regulates Neurogenesis , 2016, Cell.

[26]  Mark Zander,et al.  A Smaug2-Based Translational Repression Complex Determines the Balance between Precursor Maintenance versus Differentiation during Mammalian Neurogenesis , 2015, The Journal of Neuroscience.

[27]  A. del Sol,et al.  A differential network analysis approach for lineage specifier prediction in stem cell subpopulations , 2015, npj Systems Biology and Applications.

[28]  S. Dalton Linking the Cell Cycle to Cell Fate Decisions. , 2015, Trends in cell biology.

[29]  Alex A. Pollen,et al.  Molecular Identity of Human Outer Radial Glia during Cortical Development , 2015, Cell.

[30]  Z. Molnár,et al.  Subset of early radial glial progenitors that contribute to the development of callosal neurons is absent from avian brain , 2015, Proceedings of the National Academy of Sciences.

[31]  Fabian J Theis,et al.  Transcriptional Mechanisms of Proneural Factors and REST in Regulating Neuronal Reprogramming of Astrocytes , 2015, Cell stem cell.

[32]  A. Álvarez-Buylla,et al.  Embryonic Origin of Postnatal Neural Stem Cells , 2015, Cell.

[33]  Hongkui Zeng,et al.  Lineage Tracing Using Cux2-Cre and Cux2-CreERT2 Mice , 2015, Neuron.

[34]  J. Rubenstein,et al.  Cux2-Positive Radial Glial Cells Generate Diverse Subtypes of Neocortical Projection Neurons and Macroglia , 2015, Neuron.

[35]  M. Medalla,et al.  Neural Precursor Lineages Specify Distinct Neocortical Pyramidal Neuron Types , 2015, The Journal of Neuroscience.

[36]  K. Nakayama,et al.  Slowly dividing neural progenitors are an embryonic origin of adult neural stem cells , 2015, Nature Neuroscience.

[37]  Donald M. Bell,et al.  Cenpj/CPAP regulates progenitor divisions and neuronal migration in the cerebral cortex downstream of Ascl1 , 2015, Nature Communications.

[38]  Paul Flicek,et al.  Ascl1 Coordinately Regulates Gene Expression and the Chromatin Landscape during Neurogenesis , 2015, Cell reports.

[39]  C. Smibert,et al.  An eIF4E1/4E-T Complex Determines the Genesis of Neurons from Precursors by Translationally Repressing a Proneurogenic Transcription Program , 2014, Neuron.

[40]  Magdalena Götz,et al.  Role of radial glial cells in cerebral cortex folding , 2014, Current Opinion in Neurobiology.

[41]  R. Dixit,et al.  RAS/ERK Signaling Controls Proneural Genetic Programs in Cortical Development and Gliomagenesis , 2014, The Journal of Neuroscience.

[42]  Ryoichiro Kageyama,et al.  Oscillatory Control of Factors Determining Multipotency and Fate in Mouse Neural Progenitors , 2013, Science.

[43]  J. Rubenstein,et al.  Fezf2 Expression Identifies a Multipotent Progenitor for Neocortical Projection Neurons, Astrocytes, and Oligodendrocytes , 2013, Neuron.

[44]  Howard Y. Chang,et al.  Hierarchical Mechanisms for Direct Reprogramming of Fibroblasts to Neurons , 2013, Cell.

[45]  Henry Kennedy,et al.  Precursor Diversity and Complexity of Lineage Relationships in the Outer Subventricular Zone of the Primate , 2013, Neuron.

[46]  R. Dixit,et al.  Neurog2 simultaneously activates and represses alternative gene expression programs in the developing neocortex. , 2013, Cerebral cortex.

[47]  F. Guillemot,et al.  Rnd3 coordinates early steps of cortical neurogenesis through actin dependent and independent mechanisms , 2013, Nature Communications.

[48]  A. Kriegstein,et al.  Mitotic spindle orientation predicts outer radial glial cell generation in human neocortex , 2013, Nature Communications.

[49]  T. Shaker,et al.  Neurog1 and Neurog2 coordinately regulate development of the olfactory system , 2012, Neural Development.

[50]  A. Espinosa,et al.  Fate-Restricted Neural Progenitors in the Mammalian Cerebral Cortex , 2012, Science.

[51]  R. Dixit,et al.  GSK3 Temporally Regulates Neurogenin 2 Proneural Activity in the Neocortex , 2012, The Journal of Neuroscience.

[52]  F. Guillemot,et al.  Post-translational modification of Ngn2 differentially affects transcription of distinct targets to regulate the balance between progenitor maintenance and differentiation , 2012, Development.

[53]  L. Liaubet,et al.  NEUROG2 Drives Cell Cycle Exit of Neuronal Precursors by Specifically Repressing a Subset of Cyclins Acting at the G1 and S Phases of the Cell Cycle , 2012, Molecular and Cellular Biology.

[54]  Z. Molnár,et al.  Compartmentalization of cerebral cortical germinal zones in a lissencephalic primate and gyrencephalic rodent. , 2012, Cerebral cortex.

[55]  V. Martínez‐Cerdeño,et al.  Comparative Analysis of the Subventricular Zone in Rat, Ferret and Macaque: Evidence for an Outer Subventricular Zone in Rodents , 2012, PloS one.

[56]  F. Guillemot,et al.  Cell cycle-regulated multi-site phosphorylation of Neurogenin 2 coordinates cell cycling with differentiation during neurogenesis , 2011, Development.

[57]  Donald M. Bell,et al.  Proneural Transcription Factors Regulate Different Steps of Cortical Neuron Migration through Rnd-Mediated Inhibition of RhoA Signaling , 2011, Neuron.

[58]  F. Matsuzaki,et al.  Oblique Radial Glial Divisions in the Developing Mouse Neocortex Induce Self-Renewing Progenitors outside the Germinal Zone That Resemble Primate Outer Subventricular Zone Progenitors , 2011, The Journal of Neuroscience.

[59]  Perry F. Bartlett,et al.  Sonic Hedgehog and Notch Signaling Can Cooperate to Regulate Neurogenic Divisions of Neocortical Progenitors , 2011, PloS one.

[60]  Magdalena Götz,et al.  In vivo fate mapping and expression analysis reveals molecular hallmarks of prospectively isolated adult neural stem cells. , 2010, Cell stem cell.

[61]  A. Kriegstein,et al.  Neurogenic radial glia in the outer subventricular zone of human neocortex , 2010, Nature.

[62]  K. Mori,et al.  Essential Roles of Notch Signaling in Maintenance of Neural Stem Cells in Developing and Adult Brains , 2010, The Journal of Neuroscience.

[63]  Li-Huei Tsai,et al.  Guiding neuronal cell migrations. , 2010, Cold Spring Harbor perspectives in biology.

[64]  Ulrike Winkler,et al.  Split-CreERT2: Temporal Control of DNA Recombination Mediated by Split-Cre Protein Fragment Complementation , 2009, PloS one.

[65]  V. Caviness,et al.  Neocortical neurogenesis: morphogenetic gradients and beyond , 2009, Trends in Neurosciences.

[66]  C. Peterson,et al.  Stem cell states, fates, and the rules of attraction. , 2009, Cell stem cell.

[67]  R. M. Henke,et al.  Ascl1 and Neurog2 form novel complexes and regulate Delta-like3 (Dll3) expression in the neural tube. , 2009, Developmental biology.

[68]  M. Ogawa,et al.  Periventricular notch activation and asymmetric Ngn2 and Tbr2 expression in pair-generated neocortical daughter cells , 2009, Molecular and Cellular Neuroscience.

[69]  R. Sprengel,et al.  Split-Cre Complementation Indicates Coincident Activity of Different Genes In Vivo , 2009, PloS one.

[70]  L. Nguyen,et al.  Neurogenin 2 controls cortical neuron migration through regulation of Rnd2 , 2008, Nature.

[71]  D. Zinyk,et al.  Basic Helix-Loop-Helix Transcription Factors Cooperate To Specify a Cortical Projection Neuron Identity , 2007, Molecular and Cellular Biology.

[72]  Sui Huang,et al.  Bifurcation dynamics in lineage-commitment in bipotent progenitor cells. , 2007, Developmental biology.

[73]  L. Nguyen,et al.  Proneural bHLH and Brn proteins coregulate a neurogenic program through cooperative binding to a conserved DNA motif. , 2006, Developmental cell.

[74]  C. Schuurmans,et al.  A role for proneural genes in the maturation of cortical progenitor cells. , 2006, Cerebral cortex.

[75]  M. Greenberg,et al.  Coupling of cell migration with neurogenesis by proneural bHLH factors , 2006, Proceedings of the National Academy of Sciences of the United States of America.

[76]  Dante S. Bortone,et al.  Phosphorylation of Neurogenin2 Specifies the Migration Properties and the Dendritic Morphology of Pyramidal Neurons in the Neocortex , 2005, Neuron.

[77]  Sébastien Vigneau,et al.  Multiple origins of Cajal-Retzius cells at the borders of the developing pallium , 2005, Nature Neuroscience.

[78]  Sean Ekins,et al.  A novel method for generation of signature networks as biomarkers from complex high throughput data. , 2005, Toxicology letters.

[79]  C. Englund,et al.  Pax6, Tbr2, and Tbr1 Are Expressed Sequentially by Radial Glia, Intermediate Progenitor Cells, and Postmitotic Neurons in Developing Neocortex , 2005, The Journal of Neuroscience.

[80]  K. Kroll,et al.  The SWI/SNF chromatin remodeling protein Brg1 is required for vertebrate neurogenesis and mediates transactivation of Ngn and NeuroD , 2004, Development.

[81]  François Guillemot,et al.  A screen for downstream effectors of Neurogenin2 in the embryonic neocortex. , 2004, Developmental biology.

[82]  Masako Kawano,et al.  Asymmetric production of surface-dividing and non-surface-dividing cortical progenitor cells , 2004, Development.

[83]  C. Walsh,et al.  Sequential phases of cortical specification involve Neurogenin‐dependent and ‐independent pathways , 2004, The EMBO journal.

[84]  Winfried Denk,et al.  Neurons arise in the basal neuroepithelium of the early mammalian telencephalon: a major site of neurogenesis. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[85]  A. Kriegstein,et al.  Cortical neurons arise in symmetric and asymmetric division zones and migrate through specific phases , 2004, Nature Neuroscience.

[86]  P. Shannon,et al.  Cytoscape: a software environment for integrated models of biomolecular interaction networks. , 2003, Genome research.

[87]  S. Mcconnell,et al.  Progressive restriction in fate potential by neural progenitors during cerebral cortical development. , 2000, Development.

[88]  F. Guillemot,et al.  A role for neural determination genes in specifying the dorsoventral identity of telencephalic neurons. , 2000, Genes & development.

[89]  V. Caviness,et al.  Sequence of Neuron Origin and Neocortical Laminar Fate: Relation to Cell Cycle of Origin in the Developing Murine Cerebral Wall , 1999, The Journal of Neuroscience.

[90]  David J. Anderson,et al.  neurogenin1 Is Essential for the Determination of Neuronal Precursors for Proximal Cranial Sensory Ganglia , 1998, Neuron.

[91]  F. Guillemot,et al.  Restricted expression of a novel murine atonal-related bHLH protein in undifferentiated neural precursors. , 1996, Developmental biology.

[92]  S. Mcconnell,et al.  Constructing the cerebral cortex: Neurogenesis and fate determination , 1995, Neuron.

[93]  V. Caviness,et al.  The cell cycle of the pseudostratified ventricular epithelium of the embryonic murine cerebral wall , 1995, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[94]  S. Mcconnell,et al.  Cell cycle dependence of laminar determination in developing neocortex. , 1992, Science.

[95]  M. Götz,et al.  The regulation of cortical neurogenesis. , 2021, Current topics in developmental biology.

[96]  Olivier Armant,et al.  Characterization of the proneural gene regulatory network during mouse telencephalon development , 2008, BMC Biology.