ECTRIMS eLearning

Apparent fiber density: A novel method to detect axonal degeneration in patients with MS
Author(s): ,
S Gajamange
Affiliations:
Department of Anatomy and Neuroscience, University of Melbourne
,
D Raffelt
Affiliations:
The Florey Institute of Neuroscience and Mental Health
,
T Dhollander
Affiliations:
The Florey Institute of Neuroscience and Mental Health
,
A Shelton
Affiliations:
School of Psychological Sciences and Monash Institute of Cognitive and Clinical Neurosciences, Monash University
,
O White
Affiliations:
Department of Radiology, Royal Melbourne Hospital
,
T Kilpatrick
Affiliations:
Department of Anatomy and Neuroscience, University of Melbourne;The Florey Institute of Neuroscience and Mental Health
,
A Connelly
Affiliations:
The Florey Institute of Neuroscience and Mental Health;The Florey Department of Neuroscience and Mental Health
,
J Fielding
Affiliations:
School of Psychological Sciences and Monash Institute of Cognitive and Clinical Neurosciences, Monash University;Department of Medicine, University of Melbourne, Melbourne, VIC, Australia
S Kolbe
Affiliations:
Department of Anatomy and Neuroscience, University of Melbourne
ECTRIMS Learn. Gajamange S. 09/15/16; 146331; P491
Sanuji Gajamange
Sanuji Gajamange
Contributions
Abstract

Abstract: P491

Type: Poster

Abstract Category: Pathology and pathogenesis of MS - Imaging

Background: Axonal degeneration is a key pathological driver of disability in MS. Diffusion-weighted MRI can non-invasively detect microstructural changes in white matter that are associated with axonal loss. A novel diffusion-weighted MRI measure, “apparent fiber density” (AFD) can be obtained from the fiber orientation distributions (FODs) computed by spherical deconvolution techniques. Using this approach it is possible to estimate differences in both Fiber Density (FD) and Fiber Cross-section (FC), for each fiber element (termed "fixel") in each voxel (Raffelt et al. 2012).

Objective: We sought to determine whether FD and/or FC differences exist specifically in the visual pathways in patients with a history of acute optic neuritis compared to healthy controls.

Methods: Diffusion-weighted scans were acquired for 17 patients with historical optic neuritis (disease duration: 4.48 ± 0.61 years) and 14 healthy controls with the following parameters: TR/TE=7800/112ms; voxel size=2.5x2.5x2.5mm3, b=3000s/mm2, 7 non-diffusion and 60 diffusion encoded scans. For fixel-specific measures, a population-average FOD template was generated from subject specific FOD images obtained by a novel method that accounts for non-white matter tissues (Dhollander et al. 2016). Each subject"s FOD image was then registered to the template, allowing for whole-brain fixel-based comparison between patients and controls. The statistical analysis was performed using connectivity fixel enhancement (5000 permutations) to identify regions of reduced FD and FC (Raffelt et al. 2015). All results were family wise error (FWER) corrected for multiple comparisons.

Results: Optic neuritis patients showed significantly lower FD bilaterally in the inferior fronto-occipital fasciculus compared with heathy controls (FWER corrected p< 0.05). A significant FC difference was not detected.

Conclusion: AFD is sensitive to trans-synaptic axonal degeneration in the visual pathways of patients with historical optic neuritis. Fixel-specific markers of axonal degeneration could be used as markers in early therapeutic trials or to monitor disease progression.

References:

Raffelt, D., et al, NeuroImage, (2012). 59(4): p. 3976-3994

Raffelt, D., et al, Neuroimage, (2015). 117: p. 40-55

Dhollander, T., Connelly, A., Proc. ISMRM (2016). 24: p. 3010

Disclosure: Sanuji Gajamange: nothing to disclose

David Raffelt: nothing to disclose

Thijs Dhollander: nothing to disclose

Annie Shelton: nothing to disclose

Owen White: receives research support from Novartis and Biogen Idec

Trevor Kilpatrick: nothing to disclose

Alan Connelly: nothing to disclose

Joanne Fielding: receives research support from Novartis and Biogen Idec

Scott Kolbe: receives honoraria from Novartis

Abstract: P491

Type: Poster

Abstract Category: Pathology and pathogenesis of MS - Imaging

Background: Axonal degeneration is a key pathological driver of disability in MS. Diffusion-weighted MRI can non-invasively detect microstructural changes in white matter that are associated with axonal loss. A novel diffusion-weighted MRI measure, “apparent fiber density” (AFD) can be obtained from the fiber orientation distributions (FODs) computed by spherical deconvolution techniques. Using this approach it is possible to estimate differences in both Fiber Density (FD) and Fiber Cross-section (FC), for each fiber element (termed "fixel") in each voxel (Raffelt et al. 2012).

Objective: We sought to determine whether FD and/or FC differences exist specifically in the visual pathways in patients with a history of acute optic neuritis compared to healthy controls.

Methods: Diffusion-weighted scans were acquired for 17 patients with historical optic neuritis (disease duration: 4.48 ± 0.61 years) and 14 healthy controls with the following parameters: TR/TE=7800/112ms; voxel size=2.5x2.5x2.5mm3, b=3000s/mm2, 7 non-diffusion and 60 diffusion encoded scans. For fixel-specific measures, a population-average FOD template was generated from subject specific FOD images obtained by a novel method that accounts for non-white matter tissues (Dhollander et al. 2016). Each subject"s FOD image was then registered to the template, allowing for whole-brain fixel-based comparison between patients and controls. The statistical analysis was performed using connectivity fixel enhancement (5000 permutations) to identify regions of reduced FD and FC (Raffelt et al. 2015). All results were family wise error (FWER) corrected for multiple comparisons.

Results: Optic neuritis patients showed significantly lower FD bilaterally in the inferior fronto-occipital fasciculus compared with heathy controls (FWER corrected p< 0.05). A significant FC difference was not detected.

Conclusion: AFD is sensitive to trans-synaptic axonal degeneration in the visual pathways of patients with historical optic neuritis. Fixel-specific markers of axonal degeneration could be used as markers in early therapeutic trials or to monitor disease progression.

References:

Raffelt, D., et al, NeuroImage, (2012). 59(4): p. 3976-3994

Raffelt, D., et al, Neuroimage, (2015). 117: p. 40-55

Dhollander, T., Connelly, A., Proc. ISMRM (2016). 24: p. 3010

Disclosure: Sanuji Gajamange: nothing to disclose

David Raffelt: nothing to disclose

Thijs Dhollander: nothing to disclose

Annie Shelton: nothing to disclose

Owen White: receives research support from Novartis and Biogen Idec

Trevor Kilpatrick: nothing to disclose

Alan Connelly: nothing to disclose

Joanne Fielding: receives research support from Novartis and Biogen Idec

Scott Kolbe: receives honoraria from Novartis

By clicking “Accept Terms & all Cookies” or by continuing to browse, you agree to the storing of third-party cookies on your device to enhance your user experience and agree to the user terms and conditions of this learning management system (LMS).

Cookie Settings
Accept Terms & all Cookies