Scientific Reports (Apr 2024)

A novel imaging marker of cortical “cellularity” in multiple sclerosis patients

  • Muhamed Barakovic,
  • Matthias Weigel,
  • Alessandro Cagol,
  • Sabine Schaedelin,
  • Riccardo Galbusera,
  • Po-Jui Lu,
  • Xinjie Chen,
  • Lester Melie-Garcia,
  • Mario Ocampo-Pineda,
  • Erik Bahn,
  • Christine Stadelmann,
  • Marco Palombo,
  • Ludwig Kappos,
  • Jens Kuhle,
  • Stefano Magon,
  • Cristina Granziera

DOI
https://doi.org/10.1038/s41598-024-60497-6
Journal volume & issue
Vol. 14, no. 1
pp. 1 – 14

Abstract

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Abstract Pathological data showed focal inflammation and regions of diffuse neuronal loss in the cortex of people with multiple sclerosis (MS). In this work, we applied a novel model (“soma and neurite density imaging (SANDI)”) to multishell diffusion-weighted MRI data acquired in healthy subjects and people with multiple sclerosis (pwMS), in order to investigate inflammation and degeneration-related changes in the cortical tissue of pwMS. We aimed to (i) establish whether SANDI is applicable in vivo clinical data; (ii) investigate inflammatory and degenerative changes using SANDI soma fraction (f soma )—a marker of cellularity—in both cortical lesions and in the normal-appearing-cortex and (iii) correlate SANDI f soma with clinical and biological measures in pwMS. We applied a simplified version of SANDI to a clinical scanners. We then provided evidence that pwMS exhibited an overall decrease in cortical SANDI f soma compared to healthy subjects, suggesting global degenerative processes compatible with neuronal loss. On the other hand, we have found that progressive pwMS showed a higher SANDI f soma in the outer part of the cortex compared to relapsing–remitting pwMS, possibly supporting current pathological knowledge of increased innate inflammatory cells in these regions. A similar finding was obtained in subpial lesions in relapsing–remitting patients, reflecting existing pathological data in these lesion types. A significant correlation was found between SANDI f soma and serum neurofilament light chain—a biomarker of inflammatory axonal damage—suggesting a relationship between SANDI soma fraction and inflammatory processes in pwMS again. Overall, our data show that SANDI f soma is a promising biomarker to monitor changes in cellularity compatible with neurodegeneration and neuroinflammation in the cortex of MS patients.