Multi-component Apparent Diffusion Coefficients in
Human Brain: Relationship to Spin-Lattice Relaxation
Robert V. Mulkern,
1,2
*
Hale Pinar Zengingonul,
2
Richard L. Robertson,
1
Peter Bogner,
3
Kelly H. Zou,
2
Hakon Gudbjartsson,
4
Charles R.G. Guttmann,
2
David Holtzman,
2
Walid Kyriakos,
1
Ferenc A. Jolesz,
2
and Stephan E. Maier
2
In vivo measurements of the human brain tissue water signal
decay with b-factor over an extended b-factor range up to
6,000 s/mm
2
reveal a nonmonoexponential decay behavior
for both gray and white matter. Biexponential parametriza-
tion of the decay curves from cortical gray (CG) and white
matter voxels from the internal capsule (IC) of healthy adult
volunteers describes the decay process and serves to differ-
entiate between these two tissues. Inversion recovery exper-
iments performed in conjunction with the extended b-factor
signal decay measurements are used to make separate mea-
surements of the spin-lattice relaxation times of the fast and
slow apparent diffusion coefficient (ADC) components. Dif-
ferences between the spin-lattice relaxation times of the fast
and slow ADC components were not statistically significant
in either the CG or IC voxels. It is possible that the two ADC
components observed from the extended b-factor measure-
ments arise from two distinct water compartments with dif-
ferent intrinsic diffusion coefficients. If so, then the relax-
ation results are consistent with two possibilities. Either the
spin-lattice relaxation times within the compartments are
similar or the rate of water exchange between compartments
is “fast” enough to ensure volume averaged T
1
relaxation yet
“slow” enough to allow for the observation of biexponential
ADC decay curves over an extended b-factor range. Magn
Reson Med 44:292–300, 2000. © 2000 Wiley-Liss, Inc.
Key words: apparent diffusion coefficient; brain; biexponential
decay; spin-lattice relaxation
Diffusion imaging is playing an increasingly important
diagnostic role due to its extreme sensitivity to acute
stroke in comparison with conventional T
1
- and T
2
-
weighted imaging (1–3). Due to the effects of anisotropic
diffusion (4,5), it is now generally realized that at least
three directions of the diffusion sensitization gradient
should be sampled to generate trace images free from the
effects of preferred directional diffusion. Indeed a mini-
mum of 6 directions must be sampled if a full diffusion
tensor for each voxel is to be evaluated (6 – 8) for studies of
myelin development and brain microarchitecture (9,10).
Thus, the current trend towards clinical implementation
of diffusion imaging is to sample multiple slices of the
brain each at a low and a high b-factor, the latter being
typically on the order of 1,000 s/mm
2
, and to repeat the
high b-factor sampling for at least three and up to six
directions of the diffusion sensitization gradient.
To this inherent complexity of brain tissue water diffu-
sion measurement and interpretation, yet another compli-
cating factor has recently emerged. Namely, when sampled
over an extended b-factor range much larger than typically
used clinically, the brain water signal decay in vivo from
both rats and humans does not display the monoexponen-
tial signal decay so commonly assumed (11,12). Indeed a
bi- as opposed to monoexponential model of decay is
required to fit the ADC decay data. This finding is not
explainable within the confines of the diffusion tensor
formalism alone. Furthermore, the extended b-factor range
required for observing and measuring the biexponential
decay is readily accessible with conventional scanners
using long echo times and standard gradient strengths of 1
Gauss/cm. This endows the finding with significant clini-
cal ramifications and motivates further studies designed to
explore the nature of the nonmonoexponential brain water
signal decay.
In this work, the spin-lattice relaxation behavior of hu-
man brain water signal decay over an extended b-factor
range was examined by combining multi-b-factor sampling
techniques with inversion recovery methods. Voxels from
internal capsule (IC) white matter and cortical gray (CG)
matter were sampled to determine relaxation in tissues
with and without anisotropic diffusion effects. The spin-
lattice relaxation times of the fast and slow ADC compo-
nents, evaluated on the basis of biexponential ADC decom-
position as a function of inversion time, were found to be
quite similar in either voxel type. Similarly, T
1
values
evaluated directly from the data without the use of biex-
ponential decompositions showed no systematic depen-
dence on b-factor over the range sampled. Implications of
these results are discussed within the context of a two-
compartment model for explaining the observed biexpo-
nential ADC behavior of brain water signal decay over
extended b-factor ranges in both gray and white matter.
MATERIALS AND METHODS
Data Acquisition
All studies were performed with a 1.5 T Signa scanner
(General Electric Medical Systems, Milwaukee, WI) oper-
ating at the 5.4 hardware/software configuration using a
quadrature head coil. Eight healthy adult volunteers rang-
ing from 24 to 38 years of age participated in the study,
providing informed consent according to the rules of the
institutional review board. A set of 10-mm thick axial
1
Department of Radiology, Children’s Hospital, Harvard Medical School, Bos-
ton, Massachusetts.
2
Department of Radiology, Brigham and Women’s Hospital, Harvard Medical
School, Boston, Massachusetts.
3
Diagnostic Center, Pannon University of Agriculture, Kaposvar, Hungary.
4
deCODE Genetics, Inc., Reykjavik, Iceland.
*Correspondence to: Robert V. Mulkern, Department of Radiology, Children’s
Hospital, 300 Longwood Avenue, Boston, MA 02115.
E-mail: mulkern@bwh.harvard.edu
Received 4 March 1999; revised 21 March 2000; accepted 30 March 2000.
Magnetic Resonance in Medicine 44:292–300 (2000)
© 2000 Wiley-Liss, Inc. 292