Self-Navigated Interleaved Spiral (SNAILS): Application
to High-Resolution Diffusion Tensor Imaging
Chunlei Liu,
1,2
Roland Bammer,
1
Dong-hyun Kim,
1
and Michael E. Moseley
1*
A fat-saturated twice-refocused spin echo sequence was im-
plemented on a GE Signa 1.5-T whole-body system for diffu-
sion-weighted imaging. Data were acquired using an analyti-
cally designed interleaved variable-density (VD) spiral readout
trajectory. This flexible design algorithm allowed real-time pre-
scription on the scanner. Each interleaf of the VD spiral over-
sampled the center of k-space. The oversampling provided an
inherent motion compensation capability. The resultant diffu-
sion-weighted images showed good quality without any retro-
spective motion correction. An iterated motion correction algo-
rithm was developed to further reduce the signal cancellation
artifact caused by motion-induced phase error. In this algo-
rithm, a low-resolution phase map was estimated using the
oversampled data in the center of k-space in order to correct
for phase error in image space.
In vivo diffusion tensor imaging (DTI) studies were performed
on the brains of healthy volunteers. High-quality isotropic dif-
fusion-weighted images, trace maps, and FA maps from axial,
sagittal, and coronal slices were obtained using a VD spiral
readout trajectory with matrix size 256 256. To our knowl-
edge, this was also the first time in vivo 512 512 DTI results
were reported. Magn Reson Med 52:1388 –1396, 2004. © 2004
Wiley-Liss, Inc.
Key words: magnetic resonance imaging; high resolution; dif-
fusion; diffusion tensor imaging; variable density spiral; inter-
leaved; motion correction
Diffusion-weighted imaging (DWI) is a unique technique
for studying random molecular motion in biologic tissues.
Over the past decade, DWI has found routine applications
in medical diagnosis, especially in detecting acute cerebral
ischemia (1). Most diffusion-weighted images are cur-
rently acquired using a single-shot echo-planar imaging
(EPI) technique. Single-shot EPI has the advantage of rapid
image acquisition and insensitivity to phase error caused
by subject motion because the entire k-space is acquired
with a single rapid train of gradient echoes. Despite the
rapid image formation, single-shot EPI lasts long enough
that T
2
*-decay limits image resolution and off-resonant
spins can still cause serious image degradation.
To shorten the readout time, multishot sequences can be
used (2,3); however, they generally suffer from view-to-
view phase variations caused by motion during the period
when the diffusion-sensitizing gradients are turned on.
One approach to correct these variations is to acquire
additional navigator data that can be used to resolve the
phase error (4 –7). The navigator can be implemented to
correct for either one-dimensional or two-dimensional
phase error. The navigator data are intended to provide a
direct measure of the motion-induced phase variations.
Under the assumption of rigid body motion, the data can
be subsequently corrected for small amounts of motion.
A few studies have recently explored the self-navigating
capability of the spiral readout trajectory in multishot DWI
(8,9). Magnetic resonance imaging (MRI) based on spiral
readout has been found to be effective in various applica-
tions, including functional neuroimaging (10) and spec-
troscopy (11). The spiral trajectory has the merit of mo-
ment-nulling motion compensation (12) and efficient use
of gradient power (13). Conventional spiral readout trajec-
tories have a limited potential for self-navigation because
there are insufficient data in the central k-space, which
effectively allows only zero- and (to some extent) first-
order compensation. In order to improve the navigating
capability, it is necessary to increase the sampling density
at the center of k-space. With a recently developed analyt-
ical variable-density (VD) spiral design technique, the k-
space sampling density can easily be manipulated and
prescribed on the scanner hardware in real time (14). With
this technique, each spiral trajectory serves effectively as a
self-navigator that corrects for motion induced view-to-
view phase variations.
There continues to be an increased demand for higher
spatial resolution and diminished artifacts in diffusion-
weighted imaging, which will eventually provide better
lesion delineation in acute ischemic stroke and high-fidel-
ity data for diffusion-tensor-based tractography. The pur-
pose of this work is therefore to develop a reliable multi-
shot diffusion-weighted VD spiral sequence and a recon-
struction and navigation algorithm that effectively reduces
motion artifacts. Applications to high-resolution (both
256 256 and 512 512) diffusion tensor imaging (DTI)
are also addressed.
METHODS
Data Acquisition
A twice-refocused spin echo (TRSE) sequence was imple-
mented (8) because of its well-documented ability to re-
duce eddy current distortions (15). A fat saturation pulse is
added to reduce the off resonance effect of the fat signal.
Diffusion-encoding was achieved by applying a pair of
bipolar field gradients around two 180
o
refocusing pulses.
1
Lucas MRS/I Center, Department of Radiology, Stanford University, Stan-
ford, California.
2
Department of Electrical Engineering, Stanford University, Stanford, Califor-
nia.
Grant sponsor: National Institute of Health; Grant number: NIH-1R01NS35959
and NIH-1R01EB2711; Grant sponsor: Center of Advanced MR Technology
of Stanford; Grant number: NCRR P41 RR 09784; Grant sponsor: Lucas
Foundation.
*Correspondence to: Michael E. Moseley, Radiological Science Laboratory at
the Richard Lucas MRS/I Center, Department of Radiology, Stanford Univer-
sity, 1201 Welch Road, Stanford, CA 94305-5488.
E-mail: moseley@stanford.edu
Received 12 May 2004; revised 12 July 2004; accepted 27 July 2004.
DOI 10.1002/mrm.20288
Published online in Wiley InterScience (www.interscience.wiley.com).
Magnetic Resonance in Medicine 52:1388 –1396 (2004)
© 2004 Wiley-Liss, Inc. 1388