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Jelescu IO, Zurek M, Winters KV, Veraart J, Rajaratnam A, Kim NS, Babb JS, Shepherd TM, Novikov DS, Kim SG, Fieremans E. In vivo quantification of demyelination and recovery using compartment-specific diffusion MRI metrics validated by electron microscopy. Neuroimage 2016; 132:104-114. [PMID: 26876473 DOI: 10.1016/j.neuroimage.2016.02.004] [Citation(s) in RCA: 130] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2015] [Revised: 12/15/2015] [Accepted: 02/04/2016] [Indexed: 12/01/2022] Open
Abstract
There is a need for accurate quantitative non-invasive biomarkers to monitor myelin pathology in vivo and distinguish myelin changes from other pathological features including inflammation and axonal loss. Conventional MRI metrics such as T2, magnetization transfer ratio and radial diffusivity have proven sensitivity but not specificity. In highly coherent white matter bundles, compartment-specific white matter tract integrity (WMTI) metrics can be directly derived from the diffusion and kurtosis tensors: axonal water fraction, intra-axonal diffusivity, and extra-axonal radial and axial diffusivities. We evaluate the potential of WMTI to quantify demyelination by monitoring the effects of both acute (6weeks) and chronic (12weeks) cuprizone intoxication and subsequent recovery in the mouse corpus callosum, and compare its performance with that of conventional metrics (T2, magnetization transfer, and DTI parameters). The changes observed in vivo correlated with those obtained from quantitative electron microscopy image analysis. A 6-week intoxication produced a significant decrease in axonal water fraction (p<0.001), with only mild changes in extra-axonal radial diffusivity, consistent with patchy demyelination, while a 12-week intoxication caused a more marked decrease in extra-axonal radial diffusivity (p=0.0135), consistent with more severe demyelination and clearance of the extra-axonal space. Results thus revealed increased specificity of the axonal water fraction and extra-axonal radial diffusivity parameters to different degrees and patterns of demyelination. The specificities of these parameters were corroborated by their respective correlations with microstructural features: the axonal water fraction correlated significantly with the electron microscopy derived total axonal water fraction (ρ=0.66; p=0.0014) but not with the g-ratio, while the extra-axonal radial diffusivity correlated with the g-ratio (ρ=0.48; p=0.0342) but not with the electron microscopy derived axonal water fraction. These parameters represent promising candidates as clinically feasible biomarkers of demyelination and remyelination in the white matter.
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Affiliation(s)
- Ileana O Jelescu
- Center for Biomedical Imaging, Department of Radiology, New York University School of Medicine, New York, NY, USA.
| | - Magdalena Zurek
- Center for Biomedical Imaging, Department of Radiology, New York University School of Medicine, New York, NY, USA
| | - Kerryanne V Winters
- Center for Biomedical Imaging, Department of Radiology, New York University School of Medicine, New York, NY, USA
| | - Jelle Veraart
- Center for Biomedical Imaging, Department of Radiology, New York University School of Medicine, New York, NY, USA
| | - Anjali Rajaratnam
- Center for Biomedical Imaging, Department of Radiology, New York University School of Medicine, New York, NY, USA
| | - Nathanael S Kim
- Center for Biomedical Imaging, Department of Radiology, New York University School of Medicine, New York, NY, USA
| | - James S Babb
- Center for Biomedical Imaging, Department of Radiology, New York University School of Medicine, New York, NY, USA
| | - Timothy M Shepherd
- Center for Biomedical Imaging, Department of Radiology, New York University School of Medicine, New York, NY, USA
| | - Dmitry S Novikov
- Center for Biomedical Imaging, Department of Radiology, New York University School of Medicine, New York, NY, USA
| | - Sungheon G Kim
- Center for Biomedical Imaging, Department of Radiology, New York University School of Medicine, New York, NY, USA
| | - Els Fieremans
- Center for Biomedical Imaging, Department of Radiology, New York University School of Medicine, New York, NY, USA
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Dyson SE, Harvey AR, Trapp BD, Heath JW. Ultrastructural and immunohistochemical analysis of axonal regrowth and myelination in membranes which form over lesion sites in the rat visual system. JOURNAL OF NEUROCYTOLOGY 1988; 17:797-808. [PMID: 3230398 DOI: 10.1007/bf01216707] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Glial-connective tissue membranes which form bridges over lesion cavities in the brachial and pretectal region of the rat visual system contain regenerated myelinated and unmyelinated axons. The lesions were made between 10 and 16 days postnatal--a time at which neonatal regeneration would not be expected. A detailed ultrastructural study of these membrane bridges has been undertaken in order to describe the cellular and extracellular conditions that are associated with the regeneration, myelination and continued survival of identified retinal and other axons. The lesion-induced membrane bridges possessed a limiting surface of fibroblasts and were composed of glial cells, macrophages, endothelial cells, pericytes and collagen. There was some variability in the ultrastructural appearance of the glial cells; the majority of criteria indicate that they were astrocytes. These astrocytes formed 'glia limitans'-like surfaces beneath the fibroblasts. They contained numerous filaments and extended fine, electron-dense cytoplasmic processes, often arranged into lamellated stacks. Basal lamina was present on the outer surfaces of the astrocytes. Astrocytic processes isolated clusters of myelinated and unmyelinated axons in lacunae which may have served as conduits for axonal elongation. This suggests a role for these astrocytes in the regeneration and maintenance process which appears to recapitulate events which occur during normal development. Interestingly, regrowing retinal axons were never found adjacent to astrocytic surfaces possessing a basal lamina. We did not detect evidence of Schwann cell invasion into the lesion. By ultrastructural criteria the myelin ensheathment which occurred on the larger axons in the membrane bridge was of central rather than peripheral type. The cytoplasmic domain external to the sheath was limited to a small tongue; no basal lamina invested the fibre; and the periodicity of the myelin was equivalent to that of other CNS structures. Similarly, the CNS character of the myelin was demonstrated by intense immunostaining of myelin sheaths for myelin basic protein and proteolipid [corrected] protein and lack of staining for the PNS component PO. The oligodendrocytes responsible for this myelination may either have extended cytoplasmic processes from the adjacent neuropil, or may have differentiated from precursor cells within the membrane bridge.
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Affiliation(s)
- S E Dyson
- Department of Anatomy and Human Biology, University of Western Australia, Nedlands
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Kameyama M, Wasterlain CG, Ackermann RF, Finch D, Lear J, Kuhl DE. Neuronal response of the hippocampal formation to injury: blood flow, glucose metabolism, and protein synthesis. Exp Neurol 1983; 79:329-46. [PMID: 6822267 DOI: 10.1016/0014-4886(83)90217-0] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
The reaction of the hippocampal formation to entorhinal lesions was studied from the viewpoints of cerebral blood flow ([123I]isopropyl-iodoamphetamine[IMP])-glucose utilization ([14C]2-deoxyglucose), and protein synthesis ([14C]leucine), using single- and double-label autoradiography. Our study showed (i) decreased glucose utilization in the inner part, and increased glucose utilization in the outer part of the molecular layer of the dentate gyrus, starting 3 days after the lesion; (ii) increased uptake of [123I]IMP around the lesion from 1 to 3 days postlesion; and (iii) starting 3 days after the lesion, marked decrease in [14C]leucine incorporation into proteins and cell loss in the dorsal CA1 and dorsal subiculum in about one-half of the rats. These changes were present only in animals with lesions which invaded the ventral hippocampal formation in which axons of CA1 cells travel. By contrast, transsection of the 3rd and 4th cranial nerves resulted, 3 to 9 days after injury, in a striking increase in protein synthesis in the oculomotor and trochlear nuclei. These results raise the possibility that in some neurons the failure of central regeneration may result from the cell's inability to increase its rate of protein synthesis in response to axonal injury.
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