Multicontrast MRI Quantification of Focal Inflammation and Degeneration in Multiple Sclerosis

Author:

Bonnier Guillaume123ORCID,Roche Alexis124,Romascano David12,Simioni Samanta3,Meskaldji Djalel Eddine56,Rotzinger David4ORCID,Lin Ying-Chia7ORCID,Menegaz Gloria7,Schluep Myriam3,Du Pasquier Renaud3,Sumpf Tilman Johannes8,Frahm Jens8ORCID,Thiran Jean-Philippe2,Krueger Gunnar129,Granziera Cristina12310

Affiliation:

1. Advanced Clinical Imaging Technology Group, Siemens, Innovation Park, EPFL, 1015 Lausanne, Switzerland

2. LTS5, École Polytechnique Fédérale de Lausanne, 1015 Lausanne, Switzerland

3. Department of Neurology, Centre Hospitalier Universitaire Vaudois and University of Lausanne, 1011 Lausanne, Switzerland

4. Department of Radiology, Centre Hospitalier Universitaire Vaudois and University of Lausanne, 1011 Lausanne, Switzerland

5. Department of Radiology and Medical Informatics, University of Geneva, 1211 Geneva, Switzerland

6. Medical Image Processing Laboratory (MIPLAB), Institute of Bioengineering, EPFL, 1015 Lausanne, Switzerland

7. Department of Computer Science, University of Verona, 37134 Verona, Italy

8. Biomedizinische NMR Forschungs GmbH, Max Planck Institute for Biophysical Chemistry, 37077 Goettingen, Germany

9. Healthcare Sector IM&WS S, Siemens Schweiz AG, 1020 Renens, Switzerland

10. Laboratoire de Recherche en Neuroimagerie, Department of Clinical Neurosciences, Centre Hospitalier Universitaire Vaudois and University of Lausanne, 1011 Lausanne, Switzerland

Abstract

Introduction. Local microstructural pathology in multiple sclerosis patients might influence their clinical performance. This study applied multicontrast MRI to quantify inflammation and neurodegeneration in MS lesions. We explored the impact of MRI-based lesion pathology in cognition and disability.Methods. 36 relapsing-remitting MS subjects and 18 healthy controls underwent neurological, cognitive, behavioural examinations and 3 T MRI including (i) fluid attenuated inversion recovery, double inversion recovery, and magnetization-prepared gradient echo for lesion count; (ii) T1, T2, and T2*relaxometry and magnetisation transfer imaging for lesion tissue characterization. Lesions were classified according to the extent of inflammation/neurodegeneration. A generalized linear model assessed the contribution of lesion groups to clinical performances.Results. Four lesion groups were identified and characterized by (1) absence of significant alterations, (2) prevalent inflammation, (3) concomitant inflammation and microdegeneration, and (4) prevalent tissue loss. Groups 1, 3, 4 correlated with general disability (Adj-R2=0.6;P=0.0005), executive function (Adj-R2=0.5;P=0.004), verbal memory (Adj-R2=0.4;P=0.02), and attention (Adj-R2=0.5;P=0.002).Conclusion. Multicontrast MRI provides a new approach to inferin vivohistopathology of plaques. Our results support evidence that neurodegeneration is the major determinant of patients’ disability and cognitive dysfunction.

Funder

Swiss National Science Foundation

Publisher

Hindawi Limited

Subject

General Immunology and Microbiology,General Biochemistry, Genetics and Molecular Biology,General Medicine

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