1
|
Lubba CH, Le Guen Y, Jarvis S, Jones NS, Cork SC, Eftekhar A, Schultz SR. PyPNS: Multiscale Simulation of a Peripheral Nerve in Python. Neuroinformatics 2019; 17:63-81. [PMID: 29948844 PMCID: PMC6394768 DOI: 10.1007/s12021-018-9383-z] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Bioelectronic Medicines that modulate the activity patterns on peripheral nerves have promise as a new way of treating diverse medical conditions from epilepsy to rheumatism. Progress in the field builds upon time consuming and expensive experiments in living organisms. To reduce experimentation load and allow for a faster, more detailed analysis of peripheral nerve stimulation and recording, computational models incorporating experimental insights will be of great help. We present a peripheral nerve simulator that combines biophysical axon models and numerically solved and idealised extracellular space models in one environment. We modelled the extracellular space as a three-dimensional resistive continuum governed by the electro-quasistatic approximation of the Maxwell equations. Potential distributions were precomputed in finite element models for different media (homogeneous, nerve in saline, nerve in cuff) and imported into our simulator. Axons, on the other hand, were modelled more abstractly as one-dimensional chains of compartments. Unmyelinated fibres were based on the Hodgkin-Huxley model; for myelinated fibres, we adapted the model proposed by McIntyre et al. in 2002 to smaller diameters. To obtain realistic axon shapes, an iterative algorithm positioned fibres along the nerve with a variable tortuosity fit to imaged trajectories. We validated our model with data from the stimulated rat vagus nerve. Simulation results predicted that tortuosity alters recorded signal shapes and increases stimulation thresholds. The model we developed can easily be adapted to different nerves, and may be of use for Bioelectronic Medicine research in the future.
Collapse
Affiliation(s)
- Carl H Lubba
- Department of Bioengineering, Imperial College London, South Kensington, London, SW7 2AZ, UK.
| | - Yann Le Guen
- Department of Bioengineering, Imperial College London, South Kensington, London, SW7 2AZ, UK
| | - Sarah Jarvis
- Department of Bioengineering, Imperial College London, South Kensington, London, SW7 2AZ, UK
| | - Nick S Jones
- Department of Mathematics, Imperial College London, South Kensington, London, SW7 2AZ, UK
| | - Simon C Cork
- Department of Medicine, Imperial College London, South Kensington, London, SW7 2AZ, UK
| | - Amir Eftekhar
- Department of Electrical and Electronic Engineering, Imperial College London, South Kensington, London, SW7 2AZ, UK
| | - Simon R Schultz
- Department of Bioengineering, Imperial College London, South Kensington, London, SW7 2AZ, UK.
| |
Collapse
|
2
|
Moore AC, Mark TE, Hogan AK, Topczewski J, LeClair EE. Peripheral axons of the adult zebrafish maxillary barbel extensively remyelinate during sensory appendage regeneration. J Comp Neurol 2013; 520:4184-203. [PMID: 22592645 DOI: 10.1002/cne.23147] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Myelination is a cellular adaptation allowing rapid conduction along axons. We have investigated peripheral axons of the zebrafish maxillary barbel (ZMB), an optically clear sensory appendage. Each barbel carries taste buds, solitary chemosensory cells, and epithelial nerve endings, all of which regenerate after amputation (LeClair and Topczewski [2010] PLoS One 5:e8737). The ZMB contains axons from the facial nerve; however, myelination within the barbel itself has not been established. Transcripts of myelin basic protein (mbp) are expressed in normal and regenerating adult barbels, indicating activity in both maintenance and repair. Myelin was confirmed in situ by using toluidine blue, an anti-MBP antibody, and transmission electron microscopy (TEM). The adult ZMB contains ∼180 small-diameter axons (<2 μm), approximately 60% of which are myelinated. Developmental myelination was observed via whole-mount immunohistochemistry 4-6 weeks postfertilization, showing myelin sheaths lagging behind growing axons. Early-regenerating axons (10 days postsurgery), having no or few myelin layers, were disorganized within a fibroblast-rich collagenous scar. Twenty-eight days postsurgery, barbel axons had grown out several millimeters and were organized with compact myelin sheaths. Fiber types and axon areas were similar between normal and regenerated tissue; within 4 weeks, regenerating axons restored ∼85% of normal myelin thickness. Regenerating barbels express multiple promyelinating transcription factors (sox10, oct6 = pou3f1; krox20a/b = egr2a/b) typical of Schwann cells. These observations extend our understanding of the zebrafish peripheral nervous system within a little-studied sensory appendage. The accessible ZMB provides a novel context for studying axon regeneration, Schwann cell migration, and remyelination in a model vertebrate.
Collapse
Affiliation(s)
- Alex C Moore
- Department of Biological Sciences, DePaul University, Chicago, Illinois 60614, USA
| | | | | | | | | |
Collapse
|
3
|
Beirowski B, Berek L, Adalbert R, Wagner D, Grumme DS, Addicks K, Ribchester RR, Coleman MP. Quantitative and qualitative analysis of Wallerian degeneration using restricted axonal labelling in YFP-H mice. J Neurosci Methods 2004; 134:23-35. [PMID: 15102500 DOI: 10.1016/j.jneumeth.2003.10.016] [Citation(s) in RCA: 91] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2003] [Revised: 09/23/2003] [Accepted: 10/23/2003] [Indexed: 11/28/2022]
Abstract
We investigated the usefulness of YFP-H transgenic mice [Neuron 28 (2000) 41] which express yellow fluorescent protein (YFP) in a restricted subset of neurons to study Wallerian degeneration in the PNS. Quantification of YFP positive axons and myelin basic protein (MBP) immunocytochemistry revealed that YFP was randomly distributed to approximately 3% of myelinated motor and sensory fibres. Axotomy-induced Wallerian degeneration appeared as fragmentation of fluorescent signals in individual YFP positive axons with a morphology and timing similar to Wallerian degeneration observed by more traditional methods. In YFP-H transgenic mice co-expressing a high dosage of WldS, a chimeric gene that protects from Wallerian degeneration [Nat Neurosci. 4 (2001) 1199], axonal fragmentation in distal tibial nerves after sciatic nerve axotomy was approximately 10 times delayed. Considerable retardations of Wallerian degeneration using the same transgenic expression system were also observed in cultures of nerve explants, enabling in vitro real-time imaging of axonal fragmentation. Remarkably, single YFP-labelled axons could be traced in peripheral nerves for unusually long distances of up to 2.9 cm exploiting confocal fluorescence imaging. Altogether transgenic YFP-H mice prove to be a valuable tool to study mechanisms of Wallerian degeneration in vivo and in vitro.
Collapse
Affiliation(s)
- Bogdan Beirowski
- Center for Molecular Medicine Cologne and Institute for Genetics, University of Cologne, Zuelpicher Strasse 47, D-50674 Cologne, Germany.
| | | | | | | | | | | | | | | |
Collapse
|
4
|
PAUZIENE NERINGA, PAUZA DAINIUSH, STROPUS RIMVYDAS. Morphology of human intracardiac nerves: an electron microscope study. J Anat 2000; 197 Pt 3:437-59. [PMID: 11117629 PMCID: PMC1468144 DOI: 10.1046/j.1469-7580.2000.19730437.x] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Since many human heart diseases involve both the intrinsic cardiac neurons and nerves, their detailed normal ultrastructure was examined in material from autopsy cases without cardiac complications obtained no more than 8 h after death. Many intracardiac nerves were covered by epineurium, the thickness of which was related to nerve diameter. The perineurial sheath varied from nerve to nerve and, depending on nerve diameter, contained up to 12 layers of perineurial cells. The sheaths of the intracardiac nerves therefore become progressively attenuated during their course in the heart. The intraneural capillaries of the human heart differ from those in animals in possessing an increased number of endothelial cells. A proportion of the intraneural capillaries were fenestrated. The number of unmyelinated axons within unmyelinated nerve fibres was related to nerve diameter, thin cardiac nerves possessing fewer axons. The most distinctive feature was the presence of stacks of laminated Schwann cell processes unassociated with axons that were more frequent in older subjects. Most unmyelinated and myelinated nerve fibres showed normal ultrastructure, although a number of profiles displayed a variety of different axoplasmic contents. Collectively, the data provide baseline information on the normal structure of intracardiac nerves in healthy humans which may be useful for assessing the degree of nerve damage both in autonomic and sensory neuropathies in the human heart.
Collapse
Affiliation(s)
- NERINGA PAUZIENE
- Laboratory of Electron Microscopy, Kaunas University of Medicine, Kaunas, Lithuania
- Laboratory of Neuromorphology, Department of Human Anatomy, Kaunas University of Medicine, Kaunas, Lithuania
| | - DAINIUS H.
PAUZA
- Laboratory of Neuromorphology, Department of Human Anatomy, Kaunas University of Medicine, Kaunas, Lithuania
- Correspondence to Associate Professor D.-H. Pauza, Laboratory of Neuromorphology, Department of Human Anatomy, Kaunas University of Medicine, A. Mickeviciaus Street 9, Kaunas LT-3000, Lithuania. Fax: (370 7) 220733; e-mail:
| | - RIMVYDAS STROPUS
- Laboratory of Neuromorphology, Department of Human Anatomy, Kaunas University of Medicine, Kaunas, Lithuania
| |
Collapse
|
5
|
Decherchi P, Cochard P, Gauthier P. Dual staining assessment of Schwann cell viability within whole peripheral nerves using calcein-AM and ethidium homodimer. J Neurosci Methods 1997; 71:205-13. [PMID: 9128158 DOI: 10.1016/s0165-0270(96)00146-x] [Citation(s) in RCA: 55] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
A membrane permeant nucleic acid stain, ethidium homodimer was used in combination with calcein-AM to document the viability of Schwann cells (SCs) in whole nerves after cold storage assays. Segments of peripheral nerves were, (i) kept intact in buffer (viability controls), (ii) thawed after a cryopreservation, according to a protocol which has been previously shown to maintain the integrity of most nerve components [Ruwe and Trumble, J. Reconstr. Microsurg., 1990, 6: 239-244; Gauthier et al., In 3rd International Symposium on Axonal Regrowth in the Mammalian Spinal Cord and Peripheral Nerve, Deauville, France, 1995, p. 24, abstract], (iii) killed by chemical injury, or (iv) by successive freezing-thawing. Teased preparations of nerve fibers were prepared from the various types of nerve segments and incubated with calcein-AM and ethidium homodimer, which stain, respectively, living and dead cells. In control or cryopreserved nerves, staining with calcein-AM resulted in bright green fluorescence in the cytoplasm of SCs, with no red fluorescence of ethidium homodimer. In contrast, in killed nerve preparations, intense ethidium red fluorescence was observed in SC nuclei, with negligible green calcein cytoplasmic fluorescence. Thus, the combination of calcein-AM/ethidium homodimer appeared as an effective tool for assessing the viability of SCs and determine the quality of cold stored nerve preparations used in graft repair procedures. In addition, the generated fluorescence enabled clear visualization of myelinated fibers by confocal imaging.
Collapse
Affiliation(s)
- P Decherchi
- Département de Physiologie et de Neurophysiologie, URA CNRS 1832, Faculté des Sciences et des Techniques de Saint-Jérôme, Marseille, France
| | | | | |
Collapse
|
6
|
Reynolds RJ, Little GJ, Lin M, Heath JW. Imaging myelinated nerve fibres by confocal fluorescence microscopy: individual fibres in whole nerve trunks traced through multiple consecutive internodes. JOURNAL OF NEUROCYTOLOGY 1994; 23:555-64. [PMID: 7815087 DOI: 10.1007/bf01262056] [Citation(s) in RCA: 19] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
Current methods of morphological analysis do not permit detailed imaging of individual myelinated fibres over substantial lengths without disruption of neighbouring, potentially significant, cellular and extracellular relationships. We report a new method which overcomes this limitation by combining aldehyde-induced fluorescence with confocal microscopy. Myelin fluorescence was intense relative to that from other tissue components, enabling individual myelinated nerve fibres to be traced for distances of many millimeters in whole PNS nerve trunks. Image obtained with a Bio-Rad MRC-600 confocal laser scanning microscope clearly displayed features of PNS and CNS myelinated fibres including nodes of Ranvier; fibre diameter; sheath thickness and contour; branch points at nodes; as well as (in the PNS) Schmidt-Lanterman incisures and the position of Schwann cell nuclei. Direct comparisons using the same specimens (whole nerve trunks; also teased fibres) showed confocal imaging to be markedly superior to conventional fluorescence microscopy in terms of contrast, apparent resolution and resistance to photobleaching. Development of the fluorophore was examined systemically in sciatic nerves of young adult rats. In separate experiments, animals were perfused systemically using (1) 5% glutaraldehyde; (2) Karnovsky's solution; (3) 4% paraformaldehyde; buffered with either 0.1 M sodium phosphate or sodium cacodylate (pH 7.4). The concentration of glutaraldehyde in the fixative solution was the principal determinant of fluorescence intensity. Confocal imaging was achieved immediately following perfusion with 5% glutaraldehyde or Karnovsky's. Fluorescence intensity increased markedly during overnight storage in these fixatives and continued to increase during subsequent storage in buffer alone. The fluorophore was stable and resistant to fading during storage (15 months at least), enabling data collection over extended periods. To demonstrate application of the method in neuropathology, individual fibres in transected sciatic nerve trunks were traced through multiple successive internodes: Classical features of Wallerian degeneration (axonal swelling and debris; ovoid formation and incisure changes; variation among fibres in the extent of degeneration) were displayed. The method is compatible with subsequent ultrastructural examination and will complement existing methods of investigation of myelinated fibre anatomy and pathology, particularly where preservation of 3-dimensional relationships or elucidation of spatial gradients are required.
Collapse
Affiliation(s)
- R J Reynolds
- Faculty of Medicine and Health Sciences, University of Newcastle, New South Wales, Australia
| | | | | | | |
Collapse
|
7
|
Bjartmar C, Hildebrand C, Loinder K. Morphological heterogeneity of rat oligodendrocytes: electron microscopic studies on serial sections. Glia 1994; 11:235-44. [PMID: 7960028 DOI: 10.1002/glia.440110304] [Citation(s) in RCA: 69] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
The microanatomy of ensheathing and early myelinating rat oligodendrocytes was analyzed through electron microscopic examination of serial sections. The study included cells in the spinal cord (SC) ventral funiculus and the corpus callosum (CC), containing early myelinating, prospective large axons and late myelinating, prospective small axons, respectively. The results show that ensheathment commences fetal day (F) 19 in the SC and 12 days postnatally (P12) in the CC. By then, multipolar SC and CC oligodendrocytes provide axons with uncompacted cytoplasmic sheaths. The average number of axons ensheathed by each such cell was 7 in the SC and 13 in the CC. The mean diameter of the ensheathed axons was 0.69 micron in the SC and 0.36 micron in the CC. The formation of compact myelin had clearly been initiated at birth in the SC and at P17 in the CC. At that stage, the mean number of myelinated axons per analyzed oligodendrocyte was 3 in the SC and 15 in the CC. The mean diameter of the myelinated axons was 1.02 micron in the SC and 0.54 micron in the CC. These observations show that myelin-related rat oligodendrocytes are morphologically heterogeneous. It also seems that this heterogeneity is related to time of onset of myelination and prospective axon diameter. Further, the data suggest that some oligodendrocytes reduce the number of sheaths initially elaborated before formation of compact myelin.
Collapse
Affiliation(s)
- C Bjartmar
- Department of Cell Biology, Faculty of Health Sciences, University of Linköping, Sweden
| | | | | |
Collapse
|