Alasdair Graeme Morgan1, Michael Graeme Thrippleton1, Ning Jin2, Joanna Wardlaw1, and Ian Marshall1
1Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, United Kingdom, 2Siemens Medical Solutions USA, Inc., Cleveland, OH, United States
Synopsis
We examined the test-retest repeatability and intraobserver reliability of 4D flow MRI while assessing the pulsatility and flow rates of a variety of cerebral arteries and veins in healthy volunteers. A subset of these vessels were also measured using 2D phase-contrast MRI, a more established method, to assess the level to which the lower-resolution (but higher-coverage) 4D method could compare to its 2D counterpart. Flow pulsatility appears to play a role in the development of cerebral small vessel disease and so testing the capabilities of 4D flow in this context is an important step before applying it to clinical studies.
Introduction
Intracranial vessel stiffness (manifest as pulsatility of flow) is
implicated in the development of cerebral small vessel disease (SVD)1. Techniques such as transcranial Doppler
ultrasound and 2D phase-contrast MRI (PC-MRI) allow us to assess blood flow
velocity within the brain but come with certain drawbacks such as
operator-dependency and limitation to insonation windows. The emergence of 4D
flow MRI allows us to measure blood flow across a relatively large vascular network
in a single acquisition, but evidence of reliability and repeatability is
scarce.Subjects and methods
We scanned healthy volunteers at
3T (MAGNETOM Prisma with a 32-channel head coil, Siemens Healthcare, Erlangen,
Germany), each over two sessions on a single day. 2D phase-contrast MRI with
retrospective peripheral pulse gating was used to examine the right middle
cerebral artery (RMCA) (TE/TR: 6.17/10.34ms, flip angle (FA): 12°, temporal
resolution: 20.68ms, VENC: 80cm/s, voxels: 0.85x0.85x3.1mm3),
anterior cerebral arteries (ACAs) (TE/TR: 6.24/10.44ms, FA: 12°, temporal
resolution: 20.88ms, VENC: 70cm/s, voxels: 0.83x0.83x3.1mm3), and
the venous sinuses (TE/TR: 6.62/10.94ms, FA: 12°, temporal resolution: 21.88ms, VENC: 50cm/s, voxels: 0.71x0.71x3.1mm3)
(Figure 1). Prototype 4D phase-contrast MRI with
retrospective peripheral pulse gating was used to capture a volume (180x224x40mm3)
containing all major cerebral vessels (TE/TR: 2.85/5.48ms, FA: 7°, temporal
resolution: 87.68
ms,
VENC: 100cm/s voxels: 1x1x1mm3). Analysis of the RMCA and superior
sagittal sinus (SSS) from both 2D and 4D images was repeated by one analyst to
test intraobserver reliability. In-house Matlab code was used to extract flow
data and subsequently calculate pulsatility using a modified Gosling’s2
pulsatility index equation (PI = (flowmax – flowmin)/
flowmean)). Intraclass correlation coefficients (ICC) and
Bland-Altman plots were used to assess method conformity and repeatability.Results
We recruited 11 healthy
volunteers (mean age 31.64±12.01 years, 7 males), of whom 10 had complete MRI
data across both visits.
Intraobserver reliability: With 2D data, ICC scores of 0.991 and
0.999 (excellent) were found for intraobserver reliability of the RMCA and SSS
PI measurements, respectively. With 4D data, ICC scores of 0.877 (good) and
0.906 (excellent) were found. Mean flow measurements were more consistent in
the 2D (ICC = 0.975-0.999) than the 4D (ICC = 0.459-0.723) method.
Test-retest repeatability: Across the RMCA, ACAs, and veins, the 2D
PI measurements showed overall good repeatability (ICC = 0.601-0.937) - with the
smaller ACAs providing the lowest scores - and an overall mean difference
between visits of -0.012 ± 0.041. The 4D PI measurements showed good repeatability
across thirteen vessels (ICC 0.564 – 0.925) - with the ICAs and ACAs providing
the lowest scores - and a mean difference between visits of -0.002 ± 0.038
across the thirteen individual vessels. Mean flow repeatability was mostly
moderate in 2D (ICC = 0.558-0.964) and 4D (ICC = 0.363-0.860) cases.
Method comparisons: The
mean differences in PI between methods range from -0.034 to 0.166 (overall mean
0.07 ± 0.094) across the four vessels assessed using both, indicating
underestimation by the 4D method. Mean differences in flow between methods
range from -0.718
to 0.043 ml/s (overall mean -0.368 ± 0.316 ml/s),
with nearly all values negative – indicating overestimation by 4D flow compared
to 2D.Discussion
Both scan types showed good
repeatability for PI measurements but mean flow measurements were less
repeatable. As expected, the smaller and more tortuous vessels (such as the ACAs
and ICAs) provided the most challenge due to resolution limitations and slice
placement, respectively. VENC in the 2D scans was not sufficient in some MCA
cases, resulting in aliasing that had to be corrected. This likely reduced the 2D MCA ICC scores.
Furthermore, the 4D VENC of 100cm/s across the whole volume was sufficient to
prevent aliasing. While some 2D scans had to be repeated due to initial
suboptimal slice placement, 4D flow acquires a single volume which can be
processed post-hoc and therefore reduces wasted time.
Both 2D and 4D method showed high
intraobserver reliability (again, for PI more so than flow), with the 2D method
showing slightly more so. This is likely due to 2D processing taking place on
single pre-acquired slices (leaving little room for variation between repeats)
whereas the 4D volume had to be ‘resliced’ at the desired location each time
(leaving more room for variation).
The 2D results often showed
higher PI than the 4D results. This is likely due to higher spatiotemporal
resolutions of the former method, potentially allowing pulsatile flow to be
more accurately sampled. The lower resolution of our 4D scan likely led to
partial volume effects in some vessels and therefore flow overestimation.
Several studies have compared 4D flow with 2D PC-MRI and found strong
correlations across techniques when measuring flow in the internal carotid3,
basilar4,
and cerebral arteries4-6.
However, this is the first time that this many cerebral arteries and veins have
been examined using single 4D flow acquisitions across repeat visits, with
valuable comparisons between 2D and 4D methods.Conclusion
The 4D flow sequence used here
demonstrates a relatively fast scan (~10-15 mins) that is capable of assessing
the pulsatility of major cerebral vessels with good repeatability and accuracy
in relation to 2D PC-MRI. 4D flow in fact often demonstrated better
repeatability than 2D PC-MRI, suggesting we can be fairly confident in its
application when measuring cerebral pulsatility.Acknowledgements
We
gratefully acknowledge Michael Stringer for his advice on the initial
phase-contrast code set-up and processing, Francesca Chappell for her
statistical knowledge, and Yulu Shi for the 2D PC-MRI processing methodology.References
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