Differentiating axonal loss and demyelination in chronic MS lesions: A novel approach using single streamline diffusivity analysis.


Journal

PloS one
ISSN: 1932-6203
Titre abrégé: PLoS One
Pays: United States
ID NLM: 101285081

Informations de publication

Date de publication:
2021
Historique:
received: 01 09 2020
accepted: 16 12 2020
entrez: 6 1 2021
pubmed: 7 1 2021
medline: 12 5 2021
Statut: epublish

Résumé

We describe a new single-streamline based approach to analyse diffusivity within chronic MS lesions. We used the proposed method to examine diffusivity profiles in 30 patients with relapsing multiple sclerosis and observed a significant increase of both RD and AD within the lesion core (0.38+/-0.09 μm2/ms and 0.30+/-0.12 μm2/ms respectively, p<0.0001 for both) that gradually and symmetrically diminished away from the lesion. T1-hypointensity derived axonal loss correlated highly with ΔAD (r = 0.82, p<0.0001), but moderately with ΔRD (r = 0.60, p<0.0001). Furthermore, the trendline of the ΔAD vs axonal loss intersected both axes at zero indicating close agreement between two measures in assessing the degree of axonal loss. Conversely, the trendline of the ΔRD function demonstrated a high positive value at the zero level of axonal loss, suggesting that even lesions with preserved axonal content exhibit a significant increase of RD. There was also a significant negative correlation between the level of preferential RD increase (ΔRD-ΔAD) in the lesion core and the degree of axonal damage (r = -0.62, p<0.001), indicating that ΔRD dominates in cases with milder axonal loss. Modelling diffusivity changes in the core of chronic MS lesions based on the direct proportionality of ΔAD with axonal loss and the proposed dual nature of ΔRD yielded results that were strikingly similar to the experimental data. Evaluation of lesions in a sizable cohort of MS patients using the proposed method supports the use of ΔAD as a marker of axonal loss; and the notion that demyelination and axonal loss independently contribute to the increase of RD in chronic MS lesions. The work highlights the importance of selecting appropriate patient cohorts for clinical trials of pro-remyelinating and neuroprotective therapeutics.

Identifiants

pubmed: 33406139
doi: 10.1371/journal.pone.0244766
pii: PONE-D-20-27494
pmc: PMC7787472
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

e0244766

Déclaration de conflit d'intérêts

Study was partially funded by Novartis. This funds was used exclusively for MRI data acquisition. None of the authors were employed or recieved consultancy from commercial entity or participated in patents, products development or marketing. This does not alter our adherence to PLOS ONE policies on sharing data and materials.

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Auteurs

Samuel Klistorner (S)

Save Sight Institute, Sydney Medical School, University of Sydney, Sydney, Australia.

Michael H Barnett (MH)

Brain and Mind Centre, University of Sydney, Sydney, New South Wales, Australia.
Sydney Neuroimaging Analysis Centre, Camperdown, New South Wales, Australia.

Jakob Wasserthal (J)

Division of Medical Image Computing (MIC), German Cancer Research Center, Heidelberg, Germany.

Con Yiannikas (C)

Royal North Shore Hospital, Sydney, New South Wales, Australia.

Joshua Barton (J)

Brain and Mind Centre, University of Sydney, Sydney, New South Wales, Australia.

John Parratt (J)

Royal North Shore Hospital, Sydney, New South Wales, Australia.

Yuyi You (Y)

Save Sight Institute, Sydney Medical School, University of Sydney, Sydney, Australia.
Faculty of Medicine and Health Sciences, Macquarie University, Sydney, New South Wales, Australia.

Stuart L Graham (SL)

Faculty of Medicine and Health Sciences, Macquarie University, Sydney, New South Wales, Australia.

Alexander Klistorner (A)

Save Sight Institute, Sydney Medical School, University of Sydney, Sydney, Australia.
Faculty of Medicine and Health Sciences, Macquarie University, Sydney, New South Wales, Australia.

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Classifications MeSH