Megan Co1, Huiming Dong2, Daniel J. Boulter2, Xuan V. Nguyen2, Safdar N. Khan2, Brian Raterman2, Brett Klamer3, Arunark Kolipaka1,2, and Benjamin A. Walter1,2,4
1Biomedical Engineering, The Ohio State University, Columbus, OH, United States, 2Radiology, The Ohio State University, Columbus, OH, United States, 3Center for Biostatistics, The Ohio State University, Columbus, OH, United States, 4Spine Research Institute, The Ohio State University, Columbus, OH, United States
Synopsis
Magnetic resonance elastography (MRE) is an imaging
technique that can non-invasively assess shear properties of intervertebral
discs (IVD), a potential biomarker for disease. This study validated the use of a spin
echo-echo planar imaging (SE-EPI) sequence for MRE of the IVD compared against
the standard gradient recalled echo (GRE) sequence. Volunteers were scanned with
the GRE and two variants of the SE-EPI sequence: SE-EPI with breath holds
(SE-EPI-BH) and SE-EPI with free breathing (SE-EPI-FB). SE-EPI-based
MRE-derived stiffnesses are highly reproducible and repeatable and correlate
with current standard GRE MRE-derived stiffness estimates while reducing scan
times and potentially improving patient compliance.
Introduction
Non-invasively
assessing the mechanical function of spinal soft-tissues may allow earlier
diagnosis of injury and disease, improve patient stratification, and facilitate
in-vivo evaluation of regenerative interventions for low back pain (LBP).
Magnetic resonance elastography (MRE) is a non-invasive imaging technique that
allows the assessment of the shear properties of soft tissues. We have
previously demonstrated that MRE-derived shear stiffness measurements acquired
using a conventional 2D gradient recalled echo (GRE) sequence increase with IVD
degeneration, potentially serving as a biomarker for disease1.
However, previous studies have demonstrated that 2D stiffness measurements
acquired from a single slice can overestimate tissue stiffness and that 3D
measurements acquired from multiple slices are more accurate2,3.
However, 3D GRE acquires slices sequentially leading to long scan times. Spin echo-echo
planar imaging (SE-EPI) MRE sequences can rapidly acquire multiple slices
within the effective repetition, potentially reducing scan time. In addition,
GRE sequences require breath holds while SE-EPI sequences allow for scans with
or without breath holds, potentially increasing patient compliance. Therefore,
the objective of this study was to validate a SE-EPI MRE sequence for
application within the IVD by (1) comparing the SE-EPI and GRE derived
stiffnesses and (2) by determining the reproducibility and repeatability of the
breath hold (SE-EPI-BH) and free breathing (SE-EPI-FB) version of the SE-EPI
sequence.Methods
All
protocols were approved by The Ohio State University Institutional Review Board
and all images were acquired on a 3T MR scanner (Prisma, Siemens Healthcare,
Germany). At least one lumbar IVD (L34-L45) from twenty-eight subjects (ages:
19-55) was scanned. 80 Hz vibrations were applied to the subject’s lower back
via a pneumatic driver system. GRE scans consisting of three transverse slices
through each IVD were acquired using a previously described GRE sequence1.
This was immediately followed by
a second MRE scan of the same IVD consisting of three transverse slices using two
variants of a previously described SE-EPI sequence4: SE-EPI-BH and
SE-EPI-FB (scan 1). The MRE-derived shear stiffness measurements from the GRE
and these first SE-EPI scans were used to evaluate the comparability between
GRE and SE-EPI sequences. The subject was then repositioned and the same IVD
was scanned for a second time using the SE-EPI sequences (scan 2). The first
and second sets of SE-EPI scans were used to assess reproducibility of the
SE-EPI sequences. The same IVD was immediately scanned again using the SE-EPI
sequences without repositioning the subject in between scans (scan 3). The
second and third sets of SE-EPI scans of the subject in the same position were
used to assess repeatability of the SE-EPI sequences. Shear
stiffness measurements were calculated via the principal frequency analysis
(PFA) method1. Octahedral shear strain – signal to noise ratio
(OSS-SNR) was calculated for all scans as described elsewhere5.
Linear mixed models were used to estimate the mean difference of OSS-SNR
between all sequences. The comparison between stiffness measurements derived
from the GRE and SE-EPI sequences as well as SE-EPI reproducibility and
repeatability were evaluated using
Lin’s concordance correlation coefficients (CCC) and Bland-Altman tests. For the comparison of GRE versus
SE-EPI sequences, SE-EPI stiffness values were adjusted by each group’s
observed mean bias before estimating Lin’s CCC.Results and Discussion
Good correlation was observed between shear
stiffnesses derived from the SE-EPI sequences with those derived from the GRE
sequence after adjusting for the observed mean difference with CCC values
greater than 0.73 and 0.78 for the nucleus pulposus (NP) and annulus fibrosus
(AF) region, respectively (Figure 1). OSS-SNR was not significantly different
between GRE and SE-EPI sequences. SE-EPI
sequences generated highly reproducible and repeatable stiffness measurements
with CCC values greater than 0.97 in the NP and AF regions, respectively, (Figure
2) and reduced scan time by at least 51% compared to GRE. SE-EPI-BH and
SE-EPI-FB stiffness measurements were similar with CCC values greater than 0.98
for both regions (Figure 3). Conclusion
This study demonstrated
the feasibility of utilizing a SE-EPI MRE sequence within IVDs across the degenerative
spectrum. Results showed that SE-EPI sequences provided good correlation to GRE
MRE-derived shear stiffness estimates with slight and consistent
underestimation and similar OSS-SNR. SE-EPI derived stiffness estimates were
highly reproducible and repeatable. Further, the flexibility of the SE-EPI
sequences to occur under both free breathing and breath hold configurations
creates more options to address patient compliance and facilitates the scanning
process to obtain viable data. Overall, the reduced scan times, increase in
patient compliance, and high reproducibility and repeatability of measurements
comparable to GRE suggest that SE-EPI-based MRE of the IVD has greater
potential to be utilized in a clinical setting for imaging of patients suffering
from low back pain.Acknowledgements
Funded by the Department of Biomedical Engineering, the National Institute of Arthritis and Musculoskeletal and Skin Diseases R01AR075062, and the National Heart, Lung and Blood Institute of the National Institutes of Health R01HL124096. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health. Special thanks to Prateek Karla and Sreyas Pillai for assistance with image post-processing.References
- Walter BA, Mageswaran P, Mo X, et al. MR elastography-derived stiffness: A
biomarker for intervertebral disc degeneration. Radiology. 2017.
doi:10.1148/radiol.2017162287
- Kenyhercz WE, Raterman B,
Illapani VSP, et al. Quantification of aortic stiffness using magnetic
resonance elastography: Measurement reproducibility, pulse wave velocity
comparison, changes over cardiac cycle, and relationship with age. Magn
Reson Med. 2016. doi:10.1002/mrm.25719
- Wassenaar PA, Eleswarpu CN, Schroeder SA, et al. Measuring age-dependent
myocardial stiffness across the cardiac cycle using MR elastography: A
reproducibility study. Magn Reson Med. 2016. doi:10.1002/mrm.25760
- Dong H, Jin N, Kannengiesser
S, Raterman B, White RD, Kolipaka A. Magnetic resonance elastography for
estimating in vivo stiffness of the abdominal aorta using cardiac-gated
spin-echo echo-planar imaging: a feasibility study. NMR Biomed.
2020;(September):1-14. doi:10.1002/nbm.4420
-
McGarry MDJ, Van Houten EEW, Perrĩez PR, Pattison AJ, Weaver JB, Paulsen
KD. An octahedral shear strain-based measure of SNR for 3D MR elastography. Phys
Med Biol. 2011;56(13). doi:10.1088/0031-9155/56/13/N02