Keywords: Multiple Sclerosis, Brain, arterial spin labeling, high field MRI, Atrophy, Perfusion
Motivation: The underlying mechanisms of Multiple Sclerosis (MS) remain unclear, and treatments are lacking. In MS, cerebral atrophy, and impaired cerebral blood flow (CBF), are both aspects of GM pathology.
Goal(s): We aim to assess the relationship between atrophy and CBF in MS, and their changes with disease duration and severity.
Approach: We applied non-invasive ASL-MRI and Atlas-based volumetrics to measure CBF and atrophy in the EAE mouse model of MS, over disease course.
Results: EAE mice showed reduced CBF during peak and long-term disease but atrophy just during long-term disease. Long-term clinical disability and atrophy were correlated with CBF.
Impact: Reduced CBF may relate to pathology in MS, including progression and atrophy. Future studies combining ASL-MRI and atlas-based volumetrics may be useful for investigating the processes underlying neurodegeneration in MS.
1. Trapp BD, Ransohoff RM, Fisher E, et al. Neurodegeneration in Multiple Sclerosis: Relationship to Neurological Disability. The Neuroscientist 1999; 5: 48-57. DOI: 10.1177/107385849900500107.
2. Friese MA, Schattling B and Fugger L. Mechanisms of neurodegeneration and axonal dysfunction in multiple sclerosis. Nat Rev Neurol 2014; 10: 225-238. DOI: 10.1038/nrneurol.2014.37.
3. Stadelmann C, Wegner C and Brück W. Inflammation, demyelination, and degeneration — Recent insights from MS pathology. Biochimica et Biophysica Acta (BBA) - Molecular Basis of Disease 2011; 1812: 275-282. DOI: http://dx.doi.org/10.1016/j.bbadis.2010.07.007.
4. Haider L, Simeonidou C, Steinberger G, et al. Multiple sclerosis deep grey matter: the relation between demyelination, neurodegeneration, inflammation and iron. J Neurol Neurosurg Psychiatry 2014; 85. DOI: 10.1136/jnnp-2014-307712.
5. Calabrese M, Magliozzi R, Ciccarelli O, et al. Exploring the origins of grey matter damage in multiple sclerosis. Nat Rev Neurosci 2015; 16. DOI: 10.1038/nrn3900. 6. Horakova D, Kalincik T, Blahova Dusankova J, et al. Clinical correlates of grey matter pathology in multiple sclerosis. BMC Neurology 2012; 12: 10. DOI: 10.1186/1471-2377-12-10.
7. Moll NM, Rietsch AM, Ransohoff AJ, et al. Cortical demyelination in PML and MS: Similarities and differences. Neurology 2008; 70: 336-343. 2007/10/05. DOI: 10.1212/01.WNL.0000284601.54436.e4.
8. Popescu V, Schoonheim MM, Versteeg A, et al. Grey Matter Atrophy in Multiple Sclerosis: Clinical Interpretation Depends on Choice of Analysis Method. PLoS One 2016; 11: e0143942. 2016/01/09. DOI: 10.1371/journal.pone.0143942.
9. Stadelmann C, Albert M, Wegner C, et al. Cortical pathology in multiple sclerosis. Curr Opin Neurol 2008; 21: 229-234. 2008/05/03. DOI: 10.1097/01.wco.0000318863.65635.9a.
10. Tallantyre EC, Bø L, Al-Rawashdeh O, et al. Clinico-pathological evidence that axonal loss underlies disability in progressive multiple sclerosis. Mult Scler 2010; 16: 406-411. 2010/03/11. DOI: 10.1177/1352458510364992.
11. van Horssen J, Witte ME and Ciccarelli O. The role of mitochondria in axonal degeneration and tissue repair in MS. Multiple Sclerosis Journal 2012; 18: 1058-1067. DOI: 10.1177/1352458512452924.
12. Larochelle C, Uphaus T, Prat A, et al. Secondary Progression in Multiple Sclerosis: Neuronal Exhaustion or Distinct Pathology? Trends in Neurosciences 2016; 39: 325-339. DOI: http://dx.doi.org/10.1016/j.tins.2016.02.001.
13. Simon JH. Brain and spinal cord atrophy in multiple sclerosis: role as a surrogate measure of disease progression. CNS Drugs 2001; 15: 427-436.
14. Bakshi R, Benedict RHB, Bermel RA, et al. Regional Brain Atrophy Is Associated With Physical Disability in Multiple Sclerosis: Semiquantitative Magnetic Resonance Imaging and Relationship to Clinical Findings. Journal of Neuroimaging 2001; 11: 129-136. DOI: 10.1111/j.1552-6569.2001.tb00022.x.
15. Calabrese M, Agosta F, Rinaldi F, et al. Cortical lesions and atrophy associated with cognitive impairment in relapsing-remitting multiple sclerosis. Arch Neurol 2009; 66: 1144-1150. DOI: 10.1001/archneurol.2009.174.
16. Hojjat S-P, Cantrell CG, Carroll TJ, et al. Perfusion reduction in the absence of structural differences in cognitively impaired versus unimpaired RRMS patients. Multiple sclerosis (Houndmills, Basingstoke, England) 2016; 22: 1685-1694. 2016/02/04. DOI: 10.1177/1352458516628656.
17. Vitorino R, Hojjat SP, Cantrell CG, et al. Regional Frontal Perfusion Deficits in Relapsing-Remitting Multiple Sclerosis with Cognitive Decline. AJNR Am J Neuroradiol 2016; 37: 1800-1807. 2016/05/21. DOI: 10.3174/ajnr.A4824.
18. Inglese M, Park S-J, Johnson G, et al. Deep Gray Matter Perfusion in Multiple Sclerosis: Dynamic Susceptibility Contrast Perfusion Magnetic Resonance Imaging at 3 T. Archives of Neurology 2007; 64: 196-202. DOI: 10.1001/archneur.64.2.196.
19. Inglese M, Adhya S, Johnson G, et al. Perfusion magnetic resonance imaging correlates of neuropsychological impairment in multiple sclerosis. Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism 2008; 28: 164-171. 2007/05/02. DOI: 10.1038/sj.jcbfm.9600504.
20. Paing D, Thade Petersen E, Tozer DJ, et al. Cerebral arterial bolus arrival time is prolonged in multiple sclerosis and associated with disability. Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism 2014; 34: 34-42. 2013/09/18. DOI: 10.1038/jcbfm.2013.161.
21. Fancis PL, Jakubovic R, Connor P, et al. Robust Perfusion Deficits in Cognitively Impaired Patients with Secondary-Progressive Multiple Sclerosis. American Journal of Neuroradiology 2013; 34: 62. DOI: 10.3174/ajnr.A3148.
22. Aviv RI, Francis PL, Tenenbein R, et al. Decreased frontal lobe gray matter perfusion in cognitively impaired patients with secondary-progressive multiple sclerosis detected by the bookend technique. AJNR Am J Neuroradiol 2012; 33: 1779-1785. 2012/04/28. DOI: 10.3174/ajnr.A3060.
23. Hamilton AM, Forkert ND, Yang R, et al. Central nervous system targeted autoimmunity causes regional atrophy: a 9.4T MRI study of the EAE mouse model of Multiple Sclerosis. Scientific Reports 2019; 9: 8488. DOI: 10.1038/s41598-019-44682-6.
24. Johnson TW, Wu Y, Nathoo N, et al. Gray Matter Hypoxia in the Brain of the Experimental Autoimmune Encephalomyelitis Model of Multiple Sclerosis. PLOS ONE 2016; 11: e0167196. DOI: 10.1371/journal.pone.0167196.
25. Nathoo N, Agrawal S, Wu Y, et al. Susceptibility-weighted imaging in the experimental autoimmune encephalomyelitis model of multiple sclerosis indicates elevated deoxyhemoglobin, iron deposition and demyelination. Mult Scler 2013; 19: 721-731. 2012/10/03. DOI: 10.1177/1352458512460602.
26. Davies AL, Desai RA, Bloomfield PS, et al. Neurological deficits caused by tissue hypoxia in neuroinflammatory disease. Ann Neurol 2013; 74: 815-825. 2013/09/17. DOI: 10.1002/ana.24006.
27. Buxton RB. Quantifying CBF with arterial spin labeling. Journal of magnetic resonance imaging : JMRI 2005; 22: 723- 726. 2005/11/02. DOI: 10.1002/jmri.20462.
28. Modat M, Ridgway GR, Taylor ZA, et al. Fast free-form deformation using graphics processing units. Computer methods and programs in biomedicine 2010; 98: 278-284. 2009/10/13. DOI: 10.1016/j.cmpb.2009.09.002.
29. Dorr AE, Lerch JP, Spring S, et al. High resolution three-dimensional brain atlas using an average magnetic resonance image of 40 adult C57Bl/6J mice. Neuroimage 2008; 42: 60-69. DOI: 10.1016/j.neuroimage.2008.03.037.
30.Takeshita Y, Obermeier B, Cotleur AC, et al. Effects of neuromyelitis optica-IgG at the blood-brain barrier in vitro. Neurol Neuroimmunol Neuroinflamm 2017; 4: e311. 2016/12/27. DOI: 10.1212/nxi.0000000000000311.
31. Laupacis A, Lillie E, Dueck A, et al. Association between chronic cerebrospinal venous insufficiency and multiple sclerosis: a meta-analysis. Cmaj 2011; 183: E1203-1212. 2011/10/05. DOI: 10.1503/cmaj.111074.
32. Debernard L, Melzer TR, Van Stockum S, et al. Reduced grey matter perfusion without volume loss in early relapsing-remitting multiple sclerosis. Journal of Neurology, Neurosurgery & Psychiatry 2014; 85: 544-551. DOI: 10.1136/jnnp-2013-305612.
33. Mulligan SJ and MacVicar BA. Calcium transients in astrocyte endfeet cause cerebrovascular constrictions. Nature 2004; 431: 195-199. 2004/09/10. DOI: 10.1038/nature02827.
34. D'Haeseleer M, Hostenbach S, Peeters I, et al. Cerebral hypoperfusion: a new pathophysiologic concept in multiple sclerosis? Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism 2015; 35: 1406-1410. 2015/06/24. DOI: 10.1038/jcbfm.2015.131.
35. Wuerfel J, Paul F and Zipp F. Cerebral blood perfusion changes in multiple sclerosis. J Neurol Sci 2007; 259: 16-20. 2007/03/27. DOI: 10.1016/j.jns.2007.02.011.
36. Wakefield AJ, More LJ, Difford J, et al. Immunohistochemical study of vascular injury in acute multiple sclerosis. J Clin Pathol 1994; 47: 129-133. 1994/02/01. DOI: 10.1136/jcp.47.2.129.
37. Weller RO. A Colour Atlas of Multiple Sclerosis and Other Myelin Disorders. Journal of Neurology, Neurosurgery, and Psychiatry 1989; 52: 1216-1217.
38. Venkat P, Chopp M and Chen J. New insights into coupling and uncoupling of cerebral blood flow and metabolism in the brain. Croat Med J 2016; 57: 223-228. 2016/07/05. DOI: 10.3325/cmj.2016.57.223.
39. Muoio V, Persson PB and Sendeski MM. The neurovascular unit - concept review. Acta Physiol (Oxf) 2014; 210: 790-798. 2014/03/19. DOI: 10.1111/apha.12250.