For decades electrophysiologists have recorded and characterized the biophysical properties of a rich diversity of neuron types. This diversity of neuron types is critical for generating functionally important patterns of brain activity and implementing neural computations. In this thesis, I developed computational methods towards quantifying neuron diversity and applied these methods for understanding the functional implications of within-type neuron variability and across-type neuron diversity. First, I developed a means for defining the functional role of differences among neurons of the same type. Namely, I adapted statistical neuron models, termed generalized linear models, to precisely capture how the membranes of individual olfactory bulb mitral cells transform afferent stimuli to spiking responses. I then used computational simulations to construct virtual populations of biophysically variable mitral cells to study the functional implications of within-type neuron variability. I demonstrate that an intermediate amount of intrinsic variability enhances coding of noisy afferent stimuli by groups of biophysically variable mitral cells. These results suggest that within-type neuron variability, long considered to be a disadvantageous consequence of biological imprecision, may serve a functional role in the brain. Second, I developed a methodology for quantifying the rich electrophysiological diversity across the majority of the neuron types throughout the mammalian brain. Using semi-automated text-mining, I built a database, Neuro- Electro, of neuron type specific biophysical properties extracted from the primary research literature. This data is available at http://neuroelectro.org, which provides a publicly accessible interface where this information can be viewed. Though the extracted physiological data is highly variable across studies, I demonstrate that knowledge of article-specific experimental conditions can significantly explain the observed variance. By applying simple analyses to the dataset, I find that there exist 5-7 major neuron super-classes which segregate on the basis of known functional roles. Moreover, by integrating the NeuroElectro dataset with brain-wide gene expression data from the Allen Brain Atlas, I show that biophysically-based neuron classes correlate highly with patterns of gene expression among voltage gated ion channels and neurotransmitters. Furthermore, this work lays the conceptual and methodological foundations for substantially enhanced data sharing in neurophysiological investigations in the future.

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Neurogenesis occurs in exclusive regions in the adult nervous system, the subventricular zone and dentate gyrus in the brain, and olfactory epithelium (OE) in the periphery. Cell replacement after death or injury, occurs to varying degrees in neural tissue, and is thought to be dependent upon the biological responses of stem and/or progenitor cells. Despite the progress made to identify adult OE and central nervous system (CNS) progenitors and lineage trace their progeny, our spatial and temporal understanding of embryonic OE neuroglial progenitors has been stalled by the paucity of identifiable genes able to distinguish individual candidate progenitors. In the developing CNS, radial glia serve as both neural progenitors and scaffolding for migrating neuroblasts and are identified by the expression of a select group of antigens, including nestin. Here, I show that the embryonic OE contains a novel radial glial-like progenitor (RGLP) that is not detected in adult OE. RGLPs express the radial glial antigens nestin, GLAST and RC2, but not brain lipid binding protein (BLBP), which, distinct from CNS radial glia, is instead found in olfactory ensheathing cells, a result confirmed using lineage tracing with BLBP-cre mice. Nestin-cre-mediated lineage tracing with three different reporters reveals that only a subpopulation of nestin-expressing RGLPs activate the “CNS-specific” nestin regulatory elements, and produce spatially restricted neurons in the OE and vomeronasal organ. The dorsal-medial restriction of transgene-activating cells is also seen in the embryonic OE of Nestin-GFP transgenic mice, where GFP is found in a subpopulation of GFP+ Mash1+ neuronal progenitors, despite the fact that endogenous nestin expression is found in RGLPs throughout the OE. In vitro, embryonic OE progenitors produce three biologically distinct colony subtypes, that when generated from Nestin-cre/ZEG mice, produce GFP+ neurons, recapitulating their in vivo phenotype, and are enriched for the most neurogenic colony subtype. Neurogenesis in vitro is driven by the proliferation of nestin+ progenitors in response to FGF2. I thus provide evidence for a novel neurogenic precursor, the RGLP of the OE, that can be regulated by FGF2, and provide the first evidence for intrinsic differences in the origin and spatiotemporal potential of distinct progenitors during OE development.

[Truncated abstract] Olfactory ensheathing glia (OEG) have been demonstrated to improve functional and anatomical outcomes after injury to the nervous system and are currently being trialled clinically. This thesis presents the investigation of two important issues in OEG biology. The first study (Chapter 2) investigates effects of different members of the neuregulin (NRG) family of molecules on the proliferation of OEG, as a means of quickly obtaining large numbers of cells for clinical or experimental use. We report that NRG-1β, but not NRG- 2α or NRG-3, has a significant proliferative effect. Furthermore, we report for the first time that use of different mitogens (forskolin and pituitary extract) commonly used to expand these cells in vitro, can have a significant effect on the responsiveness of OEG to added NRG in subsequent mitogenic assays. OEG grown initially with forskolin and pituitary extract exhibited increased basal proliferation rates in comparison to OEG originally expanded without these factors, and this increased rate of proliferation was sustained for at least 6 days following their withdrawal from the culture medium. We also report for the first time the expression pattern of ErbB2, ErbB3 and ErbB4 receptors on p75-selected OEG, and investigate their contribution to the NRG mitogenic effect by the use of inhibitory ErbB antibodies. Our second study (Chapter 3) seeks to clarify the role of OEG in promoting myelination of central nervous system neurons. In this study we have investigated the myelinating ability of OEG derived from embryonic (EEG), postnatal (PEG) and adult tissue (AEG) both in vitro and in vivo. OEG selected by p75-immunopanning were co-cultured with dissociated cultures of TrkA-dependant embryonic dorsal root ganglion (DRG) neurons. EEG, but not AEG or PEG, successfully myelinated DRG neurons in the presence of serum and/or ascorbate. AEG also failed to myelinate GDNF-dependant embryonic DRG cultures, and growth factor-independent adult DRG cultures. Transplantation of OEG into lysolecithin demyelinated spinal cord demonstrated distinct ultrastructural differences between transplants of OEG derived from animals of different ages. Furthermore, we demonstrate that clearance of degraded myelin from the lesion site appears to be more effective when animals are transplanted with EEG rather than AEG or Schwann cell preparations. These results suggest that myelinating potential of OEG in vitro and behaviour of these cells following transplantation in vivo are developmentally regulated.

Diss. (sammanfattning) Uppsala : Sveriges lantbruksuniv., 2003. / Härtill 5 uppsatser.

Diss. (sammanfattning) Alnarp : Sveriges lantbruksuniversitet, 2004. / Härtill 5 uppsatser.

Diss. (sammanfattning) Stockholm : Karolinska institutet, 2005. / Härtill 6 uppsatser.

Thesis (Ph. D.)--Oregon State University, 2009. / Printout. Includes bibliographical references (leaves 93-102). Also available on the World Wide Web.

Thesis (Ph. D.)--University of Washington, 1998. / Vita. Includes bibliographical references (leaves [115]-133).