SPIN-SPIN RELAXATION IN EXPERIMENTAL ALLERGIC ENCEPHALOMYELITIS - ANALYSIS OF CPMG DATA USING A NONLINEAR LEAST-SQUARES METHOD AND LINEAR INVERSE-THEORY
Wa. Stewart et al., SPIN-SPIN RELAXATION IN EXPERIMENTAL ALLERGIC ENCEPHALOMYELITIS - ANALYSIS OF CPMG DATA USING A NONLINEAR LEAST-SQUARES METHOD AND LINEAR INVERSE-THEORY, Magnetic resonance in medicine, 29(6), 1993, pp. 767-775
We have used the CPMG pulse sequence to measure proton T2 values and w
ater content in spinal cord and brain samples from Hartley guinea pigs
inoculated to produce experimental allergic encephalomyelitis (EAE).
Relaxation data were fitted using minuit, a non-linear curve fitting r
outine. Three exponentials provided the best fit to spinal cord data (
10 ms (13%), 76 ms (57%), 215 ms (30%)) and two exponentials for brain
tissue (10 ms (4%), 92 ms (96%)). Least squares algorithms were also
used to analyse the spinal cord data in terms of discrete and smooth d
istributions of relaxation times. The discrete least squares solutions
consisted of three to five isolated spikes between 0.010 and 0.300 s.
This type of solution was difficult to interpret in terms of water re
servoirs. Smooth solutions consisted of two broad peaks, a small peak
with a T2 near 0.010 s and a larger peak near 0.100 s. The integral ra
tio of the larger to the smaller peak was 7.092 +/-782 for normal tiss
ue, and increased to a maximum of 16 with increasing parenchymal cellu
lar infiltration and demyelination. The short T2 peak has been assigne
d to water in the hydration layers of the myelin sheath. The width of
the longer T2 peak was sensitive to tissue heterogeneity. The least sq
uares and smooth distribution analysis models could be used to disting
uish samples with extensive parenchymal infiltration from normal tissu
e, even though only a maximum of 60% of the tissue was affected. The s
hort T2 component could provide a direct method of measuring intact my
elin, which would have a profound effect on the understanding of the e
volution of pathology in multiple sclerosis.