High-resolution mouse subventricular zone stem-cell niche transcriptome reveals features of lineage, anatomy, and aging

Significance Adult neural stem cells (NSC) are closely related to multiple neurological disorders and brain tumors. Comprehensive investigation of their composition, lineage, and aging will provide insights that may lead to enhanced patient treatment. This study applies a transgene to label and manipulate neural stem/progenitor cells and monitor their evolution during aging. Together with high-throughput single-cell RNA sequencing, we are able to analyze the subventricular zone cells from infancy to advanced age with unprecedented granularity. Diverse cell states are identified in the stem-cell niche, and an aging-related NSC deficiency in transition from quiescence to proliferation is identified. The related biological features provide rich resources to inspect adult NSC maintenance and neurogenesis. Adult neural stem cells (NSC) serve as a reservoir for brain plasticity and origin for certain gliomas. Lineage tracing and genomic approaches have portrayed complex underlying heterogeneity within the major anatomical location for NSC, the subventricular zone (SVZ). To gain a comprehensive profile of NSC heterogeneity, we utilized a well-validated stem/progenitor-specific reporter transgene in concert with single-cell RNA sequencing to achieve unbiased analysis of SVZ cells from infancy to advanced age. The magnitude and high specificity of the resulting transcriptional datasets allow precise identification of the varied cell types embedded in the SVZ including specialized parenchymal cells (neurons, glia, microglia) and noncentral nervous system cells (endothelial, immune). Initial mining of the data delineates four quiescent NSC and three progenitor-cell subpopulations formed in a linear progression. Further evidence indicates that distinct stem and progenitor populations reside in different regions of the SVZ. As stem/progenitor populations progress from neonatal to advanced age, they acquire a deficiency in transition from quiescence to proliferation. Further data mining identifies stage-specific biological processes, transcription factor networks, and cell-surface markers for investigation of cellular identities, lineage relationships, and key regulatory pathways in adult NSC maintenance and neurogenesis.

[1]  R. McKay,et al.  Independent regulatory elements in the nestin gene direct transgene expression to neural stem cells or muscle precursors , 1994, Neuron.

[2]  Leo D. Wang,et al.  Dynamic niches in the origination and differentiation of haematopoietic stem cells , 2011, Nature Reviews Molecular Cell Biology.

[3]  Erika Pastrana,et al.  Prospective Identification and Purification of Quiescent Adult Neural Stem Cells from Their In Vivo Niche , 2014, Neuron.

[4]  A. Álvarez-Buylla,et al.  Adult neural stem cells in distinct microdomains generate previously unknown interneuron types , 2013, Nature Neuroscience.

[5]  P. Kharchenko,et al.  Bayesian approach to single-cell differential expression analysis , 2014, Nature Methods.

[6]  J. Altman,et al.  Autoradiographic and histological evidence of postnatal hippocampal neurogenesis in rats , 1965, The Journal of comparative neurology.

[7]  Rosane Minghim,et al.  InteractiVenn: a web-based tool for the analysis of sets through Venn diagrams , 2015, BMC Bioinformatics.

[8]  Magdalena Götz,et al.  Distinct Modes of Neuron Addition in Adult Mouse Neurogenesis , 2007, The Journal of Neuroscience.

[9]  I. Fariñas,et al.  Isolation, culture and analysis of adult subependymal neural stem cells. , 2016, Differentiation; research in biological diversity.

[10]  Atsushi Hijikata,et al.  Maintenance of Undifferentiated State and Self‐Renewal of Embryonic Neural Stem Cells by Polycomb Protein Ring1B , 2009, Stem cells.

[11]  C. Lengner,et al.  Hierarchy and Plasticity in the Intestinal Stem Cell Compartment. , 2017, Trends in cell biology.

[12]  A. Brunet,et al.  Single-Cell Transcriptomic Analysis Defines Heterogeneity and Transcriptional Dynamics in the Adult Neural Stem Cell Lineage. , 2017, Cell reports.

[13]  J. García-Verdugo,et al.  Cellular Composition and Three-Dimensional Organization of the Subventricular Germinal Zone in the Adult Mammalian Brain , 1997, The Journal of Neuroscience.

[14]  Tzong-Shiue Yu,et al.  Endogenous neural stem/progenitor cells stabilize the cortical microenvironment after traumatic brain injury. , 2015, Journal of neurotrauma.

[15]  Tzong-Shiue Yu,et al.  Traumatic Brain Injury-Induced Hippocampal Neurogenesis Requires Activation of Early Nestin-Expressing Progenitors , 2008, The Journal of Neuroscience.

[16]  L. Tsai,et al.  Reactive glia in the injured brain acquire stem cell properties in response to sonic hedgehog. [corrected]. , 2013, Cell stem cell.

[17]  Christopher S. Bjornsson,et al.  It takes a village: constructing the neurogenic niche. , 2015, Developmental cell.

[18]  Erika Pastrana,et al.  Eyes wide open: a critical review of sphere-formation as an assay for stem cells. , 2011, Cell stem cell.

[19]  C. Lu,et al.  Dopamine D3 receptor activation promotes neural stem/progenitor cell proliferation through AKT and ERK1/2 pathways and expands type‐B and ‐C cells in adult subventricular zone , 2013, Glia.

[20]  Brad T. Sherman,et al.  Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources , 2008, Nature Protocols.

[21]  D. Steindler,et al.  Neural stem and progenitor cells in nestin‐GFP transgenic mice , 2004, The Journal of comparative neurology.

[22]  G. Enikolopov,et al.  A population of Nestin expressing progenitors in the cerebellum exhibits increased tumorigenicity , 2013, Nature Neuroscience.

[23]  Euiseok J. Kim,et al.  Adult Lineage-Restricted CNS Progenitors Specify Distinct Glioblastoma Subtypes. , 2015, Cancer cell.

[24]  Jill P. Mesirov,et al.  GSEA-P: a desktop application for Gene Set Enrichment Analysis , 2007, Bioinform..

[25]  C. Ball,et al.  Identification of genes periodically expressed in the human cell cycle and their expression in tumors. , 2002, Molecular biology of the cell.

[26]  Allan R. Jones,et al.  Genome-wide atlas of gene expression in the adult mouse brain , 2007, Nature.

[27]  Lars E. Borm,et al.  Molecular Architecture of the Mouse Nervous System , 2018, Cell.

[28]  S. Horvath,et al.  Single-Cell Transcriptome Analyses Reveal Signals to Activate Dormant Neural Stem Cells , 2015, Cell.

[29]  Damian Szklarczyk,et al.  The STRING database in 2017: quality-controlled protein–protein association networks, made broadly accessible , 2016, Nucleic Acids Res..

[30]  L. Parada,et al.  Inducible site‐specific recombination in neural stem/progenitor cells , 2009, Genesis.

[31]  I. Fariñas,et al.  A combined ex/in vivo assay to detect effects of exogenously added factors in neural stem cells , 2007, Nature Protocols.

[32]  Enric Llorens-Bobadilla,et al.  Single-Cell Transcriptomics Reveals a Population of Dormant Neural Stem Cells that Become Activated upon Brain Injury. , 2015, Cell stem cell.

[33]  S. Morrison,et al.  Prospective identification of functionally distinct stem cells and neurosphere-initiating cells in adult mouse forebrain , 2014, eLife.

[34]  Fabian J. Theis,et al.  destiny: diffusion maps for large-scale single-cell data in R , 2015, Bioinform..

[35]  Lise Morizur,et al.  Age-related neurogenesis decline in the subventricular zone is associated with specific cell cycle regulation changes in activated neural stem cells , 2016, Scientific Reports.

[36]  A. Álvarez-Buylla,et al.  The Subventricular Zone En-face: Wholemount Staining and Ependymal Flow , 2010, Journal of visualized experiments : JoVE.

[37]  Evan Z. Macosko,et al.  Highly Parallel Genome-wide Expression Profiling of Individual Cells Using Nanoliter Droplets , 2015, Cell.

[38]  Federica Toffalini,et al.  Transcription factor regulation can be accurately predicted from the presence of target gene signatures in microarray gene expression data , 2010, Nucleic acids research.

[39]  D. Burns,et al.  Cell-of-origin susceptibility to glioblastoma formation declines with neural lineage restriction , 2019, Nature Neuroscience.

[40]  Daniel A. Lim,et al.  Subventricular Zone Astrocytes Are Neural Stem Cells in the Adult Mammalian Brain , 1999, Cell.

[41]  Patrick J. Whelan,et al.  Single-Cell Transcriptomics and Fate Mapping of Ependymal Cells Reveals an Absence of Neural Stem Cell Function , 2018, Cell.

[42]  G. Ming,et al.  Adult Neurogenesis in the Mammalian Brain: Significant Answers and Significant Questions , 2011, Neuron.

[43]  S. Jessberger Stem Cell-Mediated Regeneration of the Adult Brain , 2016, Transfusion Medicine and Hemotherapy.

[44]  Ryoichiro Kageyama,et al.  Temporal regulation of Cre recombinase activity in neural stem cells , 2006, Genesis.

[45]  Juehua Yu,et al.  Single-cell transcriptomics reveals gene signatures and alterations associated with aging in distinct neural stem/progenitor cell subpopulations , 2017, Protein & Cell.

[46]  A. Álvarez-Buylla,et al.  Adult neural stem cells stake their ground , 2014, Trends in Neurosciences.

[47]  G. Fan,et al.  CD133+ neural stem cells in the ependyma of mammalian postnatal forebrain , 2008, Proceedings of the National Academy of Sciences.

[48]  P. Sims,et al.  Single-Cell Analysis of Regional Differences in Adult V-SVZ Neural Stem Cell Lineages , 2019, Cell reports.

[49]  F. Tsai,et al.  Alternative Splicing in Acad8 Resulting a Mitochondrial Defect and Progressive Hepatic Steatosis in Mice , 2011, Pediatric Research.

[50]  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.

[51]  Christopher Gregg,et al.  Aging Results in Reduced Epidermal Growth Factor Receptor Signaling, Diminished Olfactory Neurogenesis, and Deficits in Fine Olfactory Discrimination , 2004, The Journal of Neuroscience.

[52]  J. García-Verdugo,et al.  Neural stem cells confer unique pinwheel architecture to the ventricular surface in neurogenic regions of the adult brain. , 2008, Cell stem cell.

[53]  Xiaowei Wang,et al.  PrimerBank: a PCR primer database for quantitative gene expression analysis, 2012 update , 2011, Nucleic Acids Res..

[54]  R. Fiorelli,et al.  Adding a spatial dimension to postnatal ventricular-subventricular zone neurogenesis , 2015, Development.

[55]  Brent A Reynolds,et al.  Neural stem cells and neurospheres—re-evaluating the relationship , 2005, Nature Methods.

[56]  Smaroula Dilioglou,et al.  Correction of multi-gene deficiency in vivo using a single 'self-cleaving' 2A peptide–based retroviral vector , 2004, Nature Biotechnology.

[57]  E. Passegué,et al.  Lysosome activation clears aggregates and enhances quiescent neural stem cell activation during aging , 2018, Science.

[58]  Jonas Frisén,et al.  Identification of a Neural Stem Cell in the Adult Mammalian Central Nervous System , 1999, Cell.

[59]  Aristotelis Misios,et al.  Single-Cell Transcriptomics Characterizes Cell Types in the Subventricular Zone and Uncovers Molecular Defects Impairing Adult Neurogenesis. , 2018, Cell reports.

[60]  H. Mizuguchi,et al.  IRES-dependent second gene expression is significantly lower than cap-dependent first gene expression in a bicistronic vector. , 2000, Molecular therapy : the journal of the American Society of Gene Therapy.

[61]  Arturo Alvarez-Buylla,et al.  Malignant astrocytomas originate from neural stem/progenitor cells in a somatic tumor suppressor mouse model. , 2009, Cancer cell.

[62]  H. Park,et al.  High Cleavage Efficiency of a 2A Peptide Derived from Porcine Teschovirus-1 in Human Cell Lines, Zebrafish and Mice , 2011, PloS one.

[63]  A. Pérez-Villalba,et al.  Endothelial NT-3 Delivered by Vasculature and CSF Promotes Quiescence of Subependymal Neural Stem Cells through Nitric Oxide Induction , 2014, Neuron.