Whole-brain diffusion MR histograms
differ between MS subtypes
A.O. Nusbaum, MD; C.Y. Tang, PhD; T.-C. Wei, BS; Monte S. Buchsbaum, MD; and Scott W. Atlas, MD
Article abstract—Objective: To determine whether quantitative whole-brain MR diffusion histograms in patients with
MS differ from those of normal control subjects. Background: MRI detects macroscopic cerebral lesions in MS, but the
white matter lesion burden on MRI correlates imperfectly to clinical disability. Previous reports have further suggested
abnormalities in white matter of MS patients with no visible lesions on conventional MRI. Methods: A total of 25 subjects
(13 with MS 9 relapsing–remitting, 4 secondary progressive and 12 healthy control subjects) underwent diffusion-
weighted echoplanar MRI encompassing the entire brain. The average apparent diffusion coefficient (ADC
ave
, or diffusion
trace) was calculated on a pixel-by-pixel basis after segmentation of intracranial space from calvarium and extracranial
soft tissues. Whole-brain ADC
ave
histograms were calculated and plotted for statistical comparison. Results: Mean
whole-brain MR ADC
ave
in MS patients was elevated and histograms were shifted to higher values compared with normal
control subjects. Mean whole-brain ADC
ave
of secondary progressive patients was shifted to higher values compared with
relapsing–remitting patients. Whole-brain ADC
ave
histograms of relapsing–remitting patients showed no significant
difference from normal control subjects. Conclusion: Whole-brain MR diffusion histograms may quantitate overall cerebral
lesion load in patients with MS and may be able to discern differences between clinical subgroups. Key words: MS—
Brain MR—Diffusion MR.
NEUROLOGY 2000;54:1421–1426
Although MRI is thought to be highly sensitive to
macroscopic cerebral lesions in MS, it has been
shown that the visible lesion load on conventional
T2-weighted MRI correlates imperfectly to clinical
disability.
1-3
It has been further suggested that it
may be the disease burden that is not visible by
conventional MRI techniques that is more clinically
significant. Several studies, in fact, suggest that this
occult disease burden, or “invisible lesion load,” can
be detected by abnormalities on other quantitative
MRI techniques.
4-9
These imaging data are supported
by several pathology studies that have shown that
MS is actually a diffuse disease, rather than simply
limited to the grossly visible (i.e., macroscopic) focal
white matter lesions.
10-13
Moreover, although it is
well known that the disease in MS predominantly
affects the white matter, as many as 5 to 10% of
lesions involve the gray matter,
14
which supports
the idea that the entire brain parenchyma should
be considered.
MS patients are categorized into one of several
clinically defined forms of the disease. Relapsing–
remitting MS (RRMS) is the most common subtype,
characterized by stable periods interspersed with re-
lapses, which are followed within weeks to months
by a partial or full recovery. Frequently, after inter-
mittent periods of stability and relapse, secondary
progressive MS (SPMS) patients (also known as re-
lapsing–progressive) begin a course of steady pro-
gression. SPMS patients differ clinically from RRMS
patients by degree of disability and lack of substan-
tial recovery after subsequent relapses. A large pro-
portion of patients with RRMS disease eventually
develop the SPMS course, but the precise mecha-
nisms and predictors of such progression are un-
known, although Trapp et al.
15
have hypothesized
that there is a threshold of axonal loss that is
reached eventually in the disease, beyond which
there is progressive neurologic deterioration. Differ-
ences by quantitative MRI between clinical subtypes
of MS patients by either lesion analysis or in normal-
appearing white matter have been described with
variable results,
16-19
including by MRS
9,20
and magne-
tization transfer (MT) analysis.
21,22
Diffusion MRI is a quantifiable imaging method
that is uniquely sensitive to molecular water mobil-
ity. Because water diffusion is restricted in highly
organized tissues like white matter,
23,24
diffusion
MRI has the potential to be very useful in assessing
cerebral white matter and disorders thereof. Prelim-
inary investigations have reported abnormal diffu-
sion measurements in focal MS lesions and in focal
areas of normal-appearing white matter in MS
patients.
25-28
The purpose of our study was to analyze
whole-brain MR diffusion trace histograms in pa-
tients with MS and to compare these whole-brain
data with normal control subjects. We also sought
to determine whether there was a difference in
the histograms between MS patients with RRMS
and SPMS.
From the Departments of Radiology (Drs. Nusbaum and Atlas, and C. Tang) and Psychiatry (C. Tang, T.-C. Wei, and M. Buchsbaum), Mount Sinai School of
Medicine, New York, NY; and the Department of Radiology (Dr. Atlas), Stanford University Medical Center, CA.
Received February 19, 1999. Accepted in final form December 16, 1999.
Address correspondence and reprint requests to Dr. Scott W. Atlas, Department of Radiology, Stanford University Medical Center, S-047, 300 Pasteur Drive,
Stanford, CA 94305-5105; e-mail: swatlas@stanford.edu
Copyright © 2000 by the American Academy of Neurology 1421