Elsevier

NeuroImage

Volume 24, Issue 4, 15 February 2005, Pages 1139-1146
NeuroImage

Short-term accrual of gray matter pathology in patients with progressive multiple sclerosis: an in vivo study using diffusion tensor MRI

https://doi.org/10.1016/j.neuroimage.2004.10.006Get rights and content

Abstract

The mechanisms underlying the progressive course of multiple sclerosis (MS) are not fully understood yet. Since diffusion tensor (DT) MRI can provide quantitative estimates of both MRI-visible and MRI-occult brain damage related to MS, the present study investigated the value of DT MRI-derived measures for the assessment of the short-term accumulation of white and gray matter (GM) pathology in patients with primary progressive (PP) and secondary progressive (SP) MS.

Fifty-four patients with PPMS and 22 with SPMS were studied at baseline and after a mean follow-up of 15 months. Dual-echo, T1-weighted, and DT MRI scans of the brain were acquired on both occasions. Total lesion volumes (TLV) and percentage brain volume changes (PBVC) were computed. Mean diffusivity (MD) and fractional anisotropy (FA) maps of the normal-appearing white (NAWM) and gray matter (NAGM) were produced, and histogram analysis was performed. In both patient groups, a significant increase of average lesion MD (P = 0.01) and of average NAGM MD (P = 0.007) was found at follow-up. No significant differences between PPMS and SPMS patient groups were found for the on-study changes of any MRI-derived measure. No significant correlations were found between the percentage changes of DT MRI-derived measures and those of TLV and PBVC. No significant changes of DT MRI-derived measures were observed in age-matched healthy controls over the same study period. Over a 1-year period of follow-up, DT MRI can detect tissue changes beyond the resolution of conventional MRI in the NAGM of patients with progressive MS. The accumulation of DT MRI-detectable gray matter damage does not seem to merely depend upon the concomitant increase of T2-visible lesion load and the reduction of brain volume. These observations suggest that progressive NAGM damage might yet be an additional factor leading to the accumulation of disability in progressive MS.

Introduction

Patients with primary progressive (PP) multiple sclerosis (MS) experience accumulation of irreversible neurological disability since the onset of the disease, without an initial period of clinical relapses and remissions (Thompson et al., 1997). Conversely, when the progression of disability begins after a purely relapsing-remitting course, which may have lasted several years, the disease course is named secondary progressive (SP) (Lublin et al., 1996). Although it is likely that diffuse axonal loss and persistent demyelination may play a role in increasing the clinical impact of MS-related damage, the pathological mechanisms underlying the progressive course of MS remain, at least partially, unclear (Noseworthy et al., 2000).

Conventional MRI has given a relevant contribution to the in vivo monitoring of MS evolution, by allowing us to detect signs of disease activity and increasing lesion burden over time with a greater sensitivity than the patients' assessment on a solely clinical ground (Miller et al., 1993). However, conventional MRI aspects are poorly correlated with MS clinical progression and have a limited prognostic value for the short- and long-term disease outcome (Brex et al., 2002, Losseff et al., 1996, Molyneux et al., 2001, Rovaris et al., 2003b). Quantitative MR-based techniques, able to provide a more accurate in vivo estimation of MS pathology, may overcome some of the limitations of conventional MRI (Filippi and Grossman, 2002). Among these techniques, diffusion tensor (DT) MRI allows the quantitative measurement of different aspects of tissue microstructure, obtained by exploiting the properties of water diffusion in the brain (Basser et al., 1994, Le Bihan et al., 1986, Le Bihan et al., 1991). The diffusion coefficient of biological tissues, which is influenced by their various components, including cell membranes and organelles, is always lower than the diffusion coefficient in free water and, for this reason, is named apparent diffusion coefficient (ADC). Since some cellular structures are aligned on the scale of an image pixel, the measurement of diffusion is also dependent on the direction in which diffusion is measured. As a consequence, diffusion measurements can give information about the size, shape, orientation, and geometry of tissues. A measure of diffusion which is independent of the orientation of structures is provided by the mean diffusivity (MD), the average of the ADCs measured in three orthogonal directions. A full characterization of diffusion can be obtained in terms of a tensor, a 3 × 3 matrix which accounts for the correlation existing between molecular displacement along orthogonal directions. From the tensor, it is possible to derive MD, equal to the one third of its trace, and some other dimensionless indexes of anisotropy. One of the most used is the fractional anisotropy (FA). The pathological elements of MS can alter the permeability or geometry of structural barriers to water diffusion in the brain, thus typically causing increased MD and decreased FA values (Hajnal et al., 1991). Since “inflammatory” changes and gliosis can potentially restrict water molecular motion, myelin and axonal loss seem to be the most likely contributors to MS-related DT MRI abnormalities (Mottershead et al., 2003). Using histogram analysis (Cercignani et al., 2001b), the DT MRI characteristics of large portions of the brain, as well as of the gray and white matter (WM) compartments, can be investigated. In MS, those pixels corresponding to T2-visible lesions can be excluded from the analysis, thus allowing a selective assessment of the normal-appearing white (NAWM) and gray matter (NAGM) to be performed in isolation (Cercignani et al., 2001a).

To the best of our knowledge, no longitudinal DT MRI studies have been conducted in patients with progressive MS yet. The present study was therefore performed to assess the value of DT MRI for the in vivo assessment of the short-term accumulation of NAWM and NAGM damage in patients with PP and SP MS, with the ultimate aim to investigate whether DT MRI-derived metrics may reliably serve as paraclinical measures of outcome to monitor the evolution of progressive MS.

Section snippets

Patients

All patients were selected from the populations attending the outpatient MS clinics of the participating institutions. The disease course was classified as PP or SP according to international criteria (Lublin et al., 1996, Thompson et al., 2000). Other neurological conditions were always carefully excluded by performing the appropriate investigations, including cerebrospinal fluid (CSF) examination in all patients (Thompson et al., 2000). At study entry and follow-up, patients underwent a

Healthy volunteers

No abnormalities were detected on the brain MRI scans from controls, both at baseline and at follow-up. The mean values of PBVC, average WM and GM MD, and average WM FA are reported in Table 1. The observed PBVC was not significantly different from zero (P = 0.23). No significant differences between baseline and follow-up values were found for any DT MRI histogram-derived quantity (P values were 0.272, 0.834, and 0.904, respectively).

Patients

At follow-up, median EDSS scores were 6.0 (range: 3.0–7.5)

Discussion

DT MRI studies of MS have provided important pieces of information about the pathological heterogeneity of MRI-visible lesions (Castriota-Scanderbeg et al., 2000, Cercignani et al., 2000, Filippi et al., 2000a, Werring et al., 2000) and have confirmed that progressive worsening of NAWM damage can be detected in areas where new lesions will subsequently appear (Rocca et al., 2000, Werring et al., 2000). Moreover, by using MD and FA histograms where T2-visible lesions are masked, a comprehensive

Acknowledgment

This study was in part supported by a grant from the “Fondazione Italiana Sclerosi Multipla” (FISM, Genoa, Italy).

References (53)

  • A. Castriota-Scanderbeg et al.

    Demyelinating plaques in relapsing-remitting and secondary-progressive multiple sclerosis: assessment with diffusion MR imaging

    Am. J. Neuroradiol.

    (2000)
  • M. Cercignani et al.

    Pathologic damage in MS assessed by diffusion-weighted and magnetization transfer MRI

    Neurology

    (2000)
  • M. Cercignani et al.

    Magnetisation transfer ratio and mean diffusivity of normal appearing white and grey matter from patients with multiple sclerosis

    J. Neurol., Neurosurg. Psychiatry

    (2001)
  • M. Cercignani et al.

    Mean diffusivity and fractional anisotropy histograms of patients with multiple sclerosis

    Am. J. Neuroradiol.

    (2001)
  • D.T. Chard et al.

    Brain metabolite changes in cortical grey and normal-appearing white matter in clinically early relapsing-remitting multiple sclerosis

    Brain

    (2002)
  • J. Dehmeshki et al.

    The normal appearing grey matter in primary progressive multiple sclerosis. A magnetisation transfer imaging study

    J. Neurol.

    (2003)
  • Placebo-controlled multicentre randomised trial of interferon beta-1b in treatment of secondary progressive multiple sclerosis

    Lancet

    (1998)
  • N. Evangelou et al.

    Regional axonal loss in the corpus callosum correlates with cerebral white matter lesion volume and distribution in multiple sclerosis

    Brain

    (2000)
  • M. Filippi et al.

    MRI techniques to monitor MS evolution: the present and the future

    Neurology

    (2002)
  • M. Filippi et al.

    A quantitative study of water diffusion in MS lesions and NAWM using echo-planar imaging

    Arch. Neurol.

    (2000)
  • M. Filippi et al.

    Magnetization transfer imaging to monitor the evolution of MS. A 1-year follow-up study

    Neurology

    (2000)
  • M. Filippi et al.

    Diffusion tensor magnetic resonance imaging in multiple sclerosis

    Neurology

    (2001)
  • J.V. Hajnal et al.

    MR imaging of anisotropically restricted diffusion of water in system: technical, anatomic, and pathologic considerations

    J. Comput. Assist. Tomogr.

    (1991)
  • G.T. Ingle et al.

    Two year follow-up study of primary and transitional progressive multiple sclerosis

    Mult. Scler.

    (2002)
  • G.T. Ingle et al.

    Primary progressive multiple sclerosis: a 5-year clinical and MR study

    Brain

    (2003)
  • D.K. Jones et al.

    Optimal strategies for measuring diffusion in anisotropic systems by magnetic resonance imaging

    Magn. Reson. Med.

    (1999)
  • Cited by (0)

    View full text