Experience in implementing
continuous arterial spin labeling
on a commercial MR scanner
Theodore R. Steger and Edward F. Jackson
Department of Imaging Physics, The University of Texas M. D. Anderson Cancer Center, Unit 56, 1515 Holcombe Blvd., Houston, Texas 77030 U.S.A.
ejackson@di.mdacc.tmc.eduReceived 10 October 2004; accepted 21 December 2004
Continuous arterial spin labeling (CASL) is a technique for performing quantitative perfusion measurements without the need for exogenous contrast agent administration. This technique has seen limited use in the clinic due to problems of poor sensitivity and the potential for artifacts. In addition, CASL requires the application of long-duration radiofrequency pulses and the acquisition of a large number of images, which can cause difficulties when implemented on commercial MR scanners. This work details our experience in implementing CASL on a commercial MR scanner for the measurement of cerebral blood flow, including pitfalls regarding hardware, radiofrequency energy deposition, and practical application in human subjects. Results of studies to determine the optimal acquisition procedures are also presented.
PACS number: 87.61.-c
Key words: cerebral perfusion, arterial spin labeling, magnetic resonance imaging
I. INTRODUCTION
Arterial spin labeling (ASL) is a noninvasive
method for obtaining quantitative perfusion measurements which
employs magnetic labeling of endogenous water.(1,2) By subtracting images acquired with
(label state) and without labeling (control state), a quantitative
perfusion image may be obtained without the need for exogenous
contrast agent administration. Arterial spin labeling has been
demonstrated in several organ systems, but it is particularly useful
for determining regional cerebral blood flow (rCBF).(3)
Clinical applications include studies of cerebrovascular disease,
stroke, tumor, epilepsy, Alzheimer's disease, and brain functional
activation studies.(3) A number of
variations of ASL have been proposed, primarily differentiated by
whether the labeling of spins is performed with long-duration radio
frequency (RF) pulses applied to a thin plane (continuous ASL, CASL)
or short-duration RF pulses applied to thick slabs of tissue (pulsed
ASL). Although the RF-intensive nature of CASL presents a challenge
at field strengths above 1.5 T, it has a higher inherent
theoretical signal-to-noise ratio than pulsed ASL.(4) Continuous labeling is achieved through
flow-induced adiabatic fast passage(1,5) in which protons flowing perpendicular
to the labeling plane are
inverted.
Continuous ASL is
generally implemented with a control RF pulse created via amplitude
modulation of the labeling RF pulse.(6)
This allows for multislice CASL acquisition while controlling for
magnetization transfer effects. Twenty to 60 label/control image
pairs (40 to 120 averages) are typically acquired to allow for
signal averaging to boost the perfusion-induced signal-to-noise
ratio. A postlabeling delay is generally introduced between the
labeling and imaging segments of the CASL sequence to allow for the
labeled blood to perfuse the tissue and correct for transit time
artifacts.(7) In addition, a separate
T1 mapping sequence is typically
acquired to facilitate rCBF
quantification.
Since its
introduction in 1992, much research has been done on ASL techniques,
but ASL has seen limited use in the clinic. There are two main
limitations preventing its widespread use. First, the theoretical
perfusion-induced signal change for ASL at 1.5 T is just 1% for
gray matter and 0.4% for white matter.(3) This low sensitivity makes ASL
susceptible to signal changes arising from phenomena other than
perfusion. These phenomena include arterial signal artifacts,
magnetization transfer artifacts, and the influence of noise in the
input images. Second, the need for long-duration RF pulses and
acquisition of many images makes implementation on many commercial
scanners difficult. Some groups have attempted to use a separate RF
coil to apply the labeling RF pulses, but the need for additional
hardware and the ability to decouple the labeling and imaging coils
has limited the practical implementation of this two-coil
technique.(8,9)
In
this work we present our experience in implementing CASL on a
commercial MR scanner. We present several pitfalls regarding
hardware concerns, RF deposition issues, and the practical aspects
of implementing CASL on human subjects at 1.5 T. We also report
the results of our studies performed to optimize the CASL
acquisition parameters. In addition, we present our initial
experience with CASL on a commercial 3 T scanner.
II. MATERIALS AND METHODS
A CASL sequence was written using an amplitude
modulated control for use with 1.5 T General Electric (GE)
Signa scanners (Milwaukee, WI). The sequence used a train of
76 ms RF pulses separated by a gap to accommodate the duty
cycle limits of the RF amplifiers. This resulted in pseudocontinuous
labeling of arterial protons with a slightly reduced inversion
efficiency relative to true continuous labeling. A labeling RF
amplitude of 40 mG and labeling gradient of 0.5 G/cm were
selected based on numerical integration of the Bloch equations. In
vivo studies were performed to obtain optimal values for the
modulation frequency, postlabeling delay, offset between the
labeling plane and imaging slab, and the number of label/control
pairs. For GE EPIC software releases prior to 11.0, the number of
images per series was limited to 512. This forced a trade-off
between the number of slices and the number of label/control pairs
(and hence imaging time). Human volunteers aged 25 to 31 years were
screened for MR contraindications and provided informed consent
prior to scanning.
The result of
the optimization studies was a CASL sequence with 1.8-s tagging
duration, 125-Hz amplitude modulated control, and 1-s postlabeling
delay. A field of view of 24 cm, matrix size of
64 × 64, ±62.5 kHz receiver bandwidth, an echo
time (TE) of 19.7 ms, and a repetition time (TR) of 3.9 s
were used with a gradient recalled echo-echo planar imaging sequence
with 90° flip angle. A slice thickness of 8 mm with an
interslice gap of 2 mm was used. The T1 mapping was performed using an eight-point
inversion recovery-echo planar imaging sequence with inversion times
of 50 ms, 100 ms, 200 ms, 400 ms, 700 ms,
1000 ms, 2000 ms, and 4000 ms. Two-dimensional
time-of-flight angiography was also acquired to help in determining
the appropriate labeling plane
location.
During the course of the
studies, an upgrade to several scanners resulted in the installation
of solid-state RF amplifiers. The previous amplifiers, Erbtec
Engineering, Inc. (Boulder, CO) wave tube RF amplifiers, were
replaced by Analogic Corp. (Peabody, MA) solid-state RF amplifiers.
We were able to obtain an 83.5% RF duty cycle with the tube
amplifiers, but just a 61.2% RF duty cycle with the solid-state
amplifiers. This will be discussed further below.
III. RESULTS
The CASL sequence was implemented on GE scanners
operating at several different EPIC software release levels (8.4,
9.1, G3). Preliminary results indicated that the sequence produced
reasonable perfusion-weighted contrast, although the image quality
of the rCBF maps was in need of improvement. Unfortunately, there is
no true "gold standard" for human rCBF quantification. In fact, the
only consensus in the ASL literature is a relatively consistent
value of 2.6 for the gray matter to white matter rCBF ratio.(10) The ratio calculated from the initial
results was near 2.6, although further optimization was deemed
necessary to increase the image
quality.
The results of the
optimization studies are shown in Figs. 1 to 4.
Figure 1 depicts the rCBF maps for the inferior-most slice of a
six-slice acquisition at postlabeling delays of 1 ms,
250 ms, 500 ms, 750 ms, 1 s, and 1.25 s. It
is apparent that the bright arterial signal artifact is reduced for
delays greater than 500 ms for the 80 mm label/image
offset used in this study (see arrows). Note that this study was
performed on relatively young healthy subjects. To account for
possible increased transit time in a patient population, a
postlabeling delay of 1 s or greater is recommended.
FIG. 1. Optimization of postlabeling delay. The inferior-most rCBF maps from six-slice CASL acquisitions with postlabeling delays of 1 ms, 250 ms, 500 ms, 750 ms, 1 s, and 1.25 s. The bright arterial signal artifact is largely eliminated for postlabeling delays of 750 ms and greater as indicated by the arrows. The distance from labeling plane to the center of the imaging region for these acquisitions was 80 mm. rCBF is reported in units of mL/100 g/min. |
||
Figure 2 shows rCBF maps for the two most inferior slices of a six-slice acquisition for different values of the offset distance between the labeling plane and the center of imaging slab. In addition, the location of the labeling planes is shown on the sagittal localizer images and a 2D time-of-flight angiography sequence. Remember that adiabatic fast passage labeling is most efficient when flow is perpendicular to the labeling plane. For the 40-mm offset distance there is likely perturbation of the most inferior slice by the labeling RF pulses producing an rCBF map with artificially elevated rCBF. The angiographic study reveals that the vasculature is oriented obliquely to the labeling plane for the 60-mm offset distance. This results in decreased inversion efficiency and hence lowered image quality. For labeling planes located at 80-mm and 100-mm offset distances the vasculature is predominantly perpendicular to the labeling plane, and higher-quality rCBF maps are obtained.
FIG. 2. Optimization of the labeling plane to center of imaging region distance. The two most inferior rCBF maps from six-slice CASL acquisitions with labeling plane to the center of the imaging region distances of 40 mm, 60 mm, 80 mm, and 100 mm. The postlabeling delay for this series of images was 1 s. Also shown is the sagittal localizer image, with the position of the imaging region and each labeling plane noted. Sagittal and coronal 2D time-of-flight angiography images are also shown with the location of the labeling planes. The arrows point to the region where the vasculature is not oriented perpendicular to the labeling plane. rCBF is reported in units of mL/100 g/min. |
||
Figure 3 depicts a situation in which the subject was not properly positioned in the scanner. The subject had a slight tilt of the head, causing the subject's right middle cerebral artery to run parallel to the labeling plane while the left middle cerebral artery was perpendicular to the labeling plane. This resulted in an inversion efficiency close to zero for the subject's right middle cerebral artery and produced artificially low rCBF values for the brain regions perfused by this artery. For this reason, it is recommended that an angiography sequence be performed to verify appropriate placement of the labeling plane.
FIG. 3. Demonstration of the effect of poor labeling plane location selection. All six rCBF maps from a six-slice CASL acquisition are shown for a subject positioned with her head slightly askew. Also shown are the sagittal and coronal 2D time-of-flight angiography images with the labeling plane shown by the horizontal line. The arrow points to the region where the vasculature is oriented parallel to the labeling plane resulting in greatly reduced calculated rCBF values for the subject’s right hemisphere. rCBF values are reported in units of mL/100 g/min. |
||
The 512 image per series limit placed an upper bound on the number of averages that could be acquired for a given number of slices. The number of slices (along with slice thickness and slice spacing) defines the anatomic coverage, while the number of averages is related to the scan duration. Figure 4 shows a comparison of rCBF maps acquired with a four-slice acquisition (120 averages, 7:20 scan time), a six-slice acquisition (80 averages, 5:10 scan time), and an eight-slice acquisition (60 averages; 3:42 scan time). The relative merits of the number of averages and number of slices are evident in the figure. The four-slice acquisition demonstrates excellent image quality but limited anatomic coverage. The eight-slice acquisition shows reduced image quality (see arrow) due primarily to the reduced signal averaging. Its anatomic coverage is greater, although the most superior and inferior slices are unlikely to be areas of clinical interest. The six-slice acquisition seems to be a good compromise between the number of signal averages and the anatomic coverage. The 512-slice limit is not a concern for EPIC releases later than 11.0, so the number of averages on scanners running 11.0 or greater is limited solely by clinically feasible scan times.
FIG. 4. Analysis of the trade-off between the number of slices and the number of averages. rCBF maps for four-, six-, and eight-slice CASL acquisitions with 120, 80, and 60 averages, respectively. The arrows indicate an area of decreasing image quality with increased number of slices. A postlabeling delay of 1 s and labeling plane to center of imaging region distance of 80 mm were used. rCBF values are given according to the scale of the previous figures. |
||
IV. DISCUSSION
In the course of implementing the CASL sequence,
several difficulties were encountered. First among them were issues
with the RF amplifier duty cycle. For ideal continuous inversion, RF
pulses several seconds in duration would be required. For
single-coil CASL on a clinical scanner, RF amplifiers do not allow
for such long-duration pulses. By separating the single pulse into
several shorter-duration pulses separated by a small gap, the duty
cycle constraints can be alleviated at the expense of inversion
efficiency. For the wave tube RF amplifiers, a 15-ms gap between
each of twenty 76-ms pulses created a duty cycle of 83.5%. With the
solid-state amplifiers, a 48-ms gap was required, leading to a long
labeling time, reduced duty cycle of 61.2%, and proportionally
lowered inversion efficiency. Communication with the vendor revealed
no alternative to increase the RF amplifier duty cycle for the
solid-state amplifier. Qualitatively, our results with the
solid-state amplifier were only slightly degraded. Nonetheless, when
possible we performed our experiments using the wave tube
amplifiers. We point out this issue so that sites attempting to
implement CASL may be aware of possible hardware concerns with the
RF amplifier type. Two-coil CASL has lowered RF duty cycle concerns,
but the additional hardware required makes it less than ideal for
clinical implementation. It is also recommended that the maximum
pulse length allowed by the RF amplifier be obtained from the vendor
in order to optimize the pseudocontinuous labeling
technique.
The second difficulty
encountered dealt with placement of the labeling plane. Although it
was expected that the morphology of the vasculature would allow for
a constant labeling-to-imaging plane distance, we found several
instances with degraded perfusion-induced signal change, likely due
to decreased labeling efficiency from the oblique orientation of the
vasculature relative to the labeling plane. With this in mind, we
recommend performing an MR angiography scan to ensure appropriate
placement of the labeling plane. A 2D time-of-flight sequence
covering the labeling region of interest typically required
2 min to 3 min of scan
time.
Although this difficulty has
been rectified with later software releases, GE scanners running
versions before 11.0 are subject to a 512 image per series limit.
This limit forced a trade-off between number of slices and number of
averages. We recommend 6 slices and 80 averages, although if the
limit were not in place, additional averages and slices would be
appropriate, depending on the anatomic region of interest and
desired scan time.
A final concern
involves RF deposition limits. Our implementation of CASL at
1.5 T produced calculated specific absorption rates (SAR)
significantly below the limits imposed by the U.S. Food and Drug
Administration. However, we did expect to encounter difficulties
with SAR during implementation on a 3 T GE Signa scanner. A
preliminary study found that our CASL sequence with 60 averages and
twenty 76-ms RF pulses separated by a 48-ms gap generated SAR values
right at the limit of the RF power monitor. We intend to reduce the
magnitude of the labeling RF and labeling gradient from 40 mG
and 0.5 G/cm to 25 mG and 0.25 G/cm, respectively, to
reduce the SAR while maintaining approximately the same inversion
efficiency.(11) This should allow us
more flexibility in terms of the number of allowable averages, which
is particularly important for perfusion-based functional MRI
applications.
V. CONCLUSIONS
In this work we have presented our experience in implementing single-coil CASL on a commercial scanner. Several vendor-specific difficulties were encountered, although we expect that others may experience similar difficulties with hardware from other vendors. In addition, optimization of the CASL sequence was demonstrated to illustrate several pitfalls and recommendations for other sites interested in implementing CASL.
ACKNOWLEDGMENTS
This work was funded in part by the John S. Dunn Foundation. The support of William A. Murphy, Jr., MD, is gratefully acknowledged.
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