Multi-layer analysis of quantitative 7 T magnetic resonance imaging in the cortex of multiple sclerosis patients reveals pathology associated with disability

Mult Scler. 2021 Nov;27(13):2040-2051. doi: 10.1177/1352458521994556. Epub 2021 Feb 18.

Abstract

Background: Cortical demyelination is a relevant aspect of tissue damage in multiple sclerosis (MS). Microstructural changes may affect each layer in the cortex differently.

Objectives: To evaluate the sensitivity of quantitative magnetic resonance imaging (qMRI) measurements on cortical layers as clinically accessible biomarkers of grey matter (GM) pathology.

Methods: Forty-five participants with MS underwent 7 T magnetic resonance imaging (MRI) of the brain. Magnetization prepared two rapid acquisition gradient echoes (MP2RAGE) was processed for T1-weighted images and a T1 map. Multi-echo gradient echo images were processed for quantitative susceptibility and R2* maps. Cortical GM volumes were segmented into four cortical layers, and relaxometry metrics were calculated within and between these layers.

Results: Significant correlations were found for disability scales and multi-layer metrics, for example, Expanded Disability Status Scale (EDSS) and peak height (PH) in the subpial (T1: ρ = -0.372, p < 0.050) and inner (R2*: ρ = -0.359, p < 0.050) cortical layers. Multivariate regression showed interdependency between atrophy and cortical metrics in some instances, but an independent relationship between cortical metrics and disability in others.

Conclusion: Cortical layer 7 T qMRI analyses reveal layer-specific relationships with disability in MS and allow emergence of clinically relevant associations that are hidden when analysing the full cortex.

Keywords: 7 Tesla; Multi-layering; cortex; multiple sclerosis; quantitative magnetic resonance imaging.

Publication types

  • Research Support, N.I.H., Extramural

MeSH terms

  • Atrophy / pathology
  • Brain
  • Cerebral Cortex / diagnostic imaging
  • Cerebral Cortex / pathology
  • Gray Matter / diagnostic imaging
  • Gray Matter / pathology
  • Humans
  • Magnetic Resonance Imaging
  • Multiple Sclerosis* / diagnostic imaging
  • Multiple Sclerosis* / pathology