Megan Co1, Brian Raterman2, Arunark Kolipaka1,2, and Benjamin A Walter1,3
1Department of Biomedical Engineering, The Ohio State University, Columbus, OH, United States, 2Department of Radiology, The Ohio State University, Columbus, OH, United States, 3Spine Research Institute, The Ohio State University, Columbus, OH, United States
Synopsis
Keywords: Data Acquisition, Quantitative Imaging, Spine, Intervertebral Disc
T1ρ and T2 mapping have been developed to
quantitively assess intervertebral disc (IVD) degeneration by quantifying proteoglycan
and water content, respectively. In addition, magnetic resonance elastography
(MRE) has been validated to quantify shear stiffness. This study determines how
water content affects MRI relaxation times and MRE-derived mechanical
properties. Our results showed that hydration has an influence on T1ρ and T2
relaxation times and MRE-derived shear stiffnesses and that there is a
correlation between relaxation times and shear stiffnesses. This highlights MRI
as a non-invasive technique to quantify tissue composition and mechanical
properties to assess degenerative changes within the IVD.
Introduction
Magnetic
resonance imaging (MRI) techniques are commonly used as diagnostic tools to
assess intervertebral disc (IVD) degeneration. T1ρ mapping measures the T1ρ
relaxation time that is related to the interaction between macromolecules and
water1 and has been
demonstrated to strongly correlate with proteoglycan (GAG) content in IVDs2,3. T2 mapping measures the
T2 relaxation time that is related to the interaction between water molecules
and the collagen matrix allowing for the assessment of hydration changes that
occur with disease4,5. Previous studies have
often observed the effects of degeneration correlating to both relaxation
times; however, multiple variables, such as GAG and water content, change
simultaneously, making it difficult to determine which exact variable influences
MRI relaxation times. Previous studies have demonstrated that magnetic
resonance elastography (MRE)-derived shear stiffness measurements changes with disc
degeneration6. Further investigation
into MRI and MRE parameters and its correlation with tissue composition may
help further establish T1ρ and T2 relaxation times as well as shear stiffness
as biomarkers for disease. Therefore, the purpose of this study is to determine
how solely water content affects MRI relaxation times and MRE-derived
mechanical properties. Methods
17 IVDs were isolated from from bovine tails and
underwent equilibrium dialysis in polyethylene glycol (PEG) solutions to
manipulate hydration. The discs were distributed into one of two different
osmotic conditions: 5 or 25% (g/mL) 20 kDa PEG in 0.15 mol/L NaCl exerting
osmotic pressures of 0.027 or 0.565 MPa, respectively7. MRI scans were acquired using a 3T MR
scanner (Prisma, Siemens Healthcare, Germany). T1ρ and T2-weighted MRIs were
acquired for each disc in the transverse plane. The T1ρ sequence included
spin-lock pulse times (TSL) from 0 to 340 ms in increments of 10 ms. One
transverse slice was taken with 2 mm slice thickness with additional
parameters: TE= 4.4 ms, TR=9.26 ms, FOV=200x200 mm, acquisition matrix=192x96,
averages=3. The T2 sequence acquired one transverse slice 2 mm thick with
additional parameters: TE = 8 ms, TR=2000 ms, FOV=200x200 mm, acquisition
matrix=192x192, averages=3. A spin-echo echo-planar imaging MRE sequence was
used to obtain shear stiffness of the nucleus pulposus (NP) region with 80Hz
vibration. At least two 1 mm transverse slices with 4 MRE phase offsets were
acquired with parameters: TE=30.4, TR=900, FOV=120x120mm, acquisition
matrix=128x64, averages=14. A direct inversion algorithm was applied to the MRE
scans to obtain shear stiffness. For T1ρ, and T2 scans, a region of interest
was manually segmented via MRElab
(Mayo Clinic, Rochester, MN) for the NP region. Image post-processing
and filtering were performed using a custom-made software in Matlab (Mathworks, Natick, MA) to
obtain average relaxation times and stiffness. %Water content was
calculated (wet weight – dry weight)/dry weight x 100%. GAG content was assessed
via a DMMB assay as previously described8. T-tests were conducted using JMP
(version 16.0.0) to compare parameters between 5% and 25% PEG samples, and Pearson
correlations were evaluated between water content, MRI, and tissue composition
parameters. Results and Discussion
The water content, GAG content
per dry weight, T1ρ relaxation time, and T2 relaxation time were compared
between the 5% PEG and 25% PEG equilibrated NP tissue (Table 1).
Equilibration in 25% PEG significantly reduced the water content compared to 5%
PEG. 25% equilibrated NP tissue had a significantly higher GAG content compared to tissue equilibrated in 5%
PEG. MRE-derived shear stiffness of 25% equilibrated tissue was on average
higher than that of 5% equilibrated tissue. There was a significant negative
correlation between water content and shear stiffness in NP tissue (R2=0.32,
p=0.04) (Fig 1). There were negative correlations between T1ρ relaxation time and shear
stiffness (R2=0.27, p=0.07) and between T2 relaxation time and shear
stiffness (R2=0.24, p=0.09) (Fig 2). There were significant
negative correlations between GAG content and T1ρ relaxation time (R2=0.46, p<0.01) and between GAG
content and T2 relaxation time (R2=0.48, p<0.01) (Fig 3). There
was a significant positive correlation between water content and T1ρ relaxation time (R2=0.86,
p<0.01) and between water content and T2 relaxation time (R2=0.84,
p<0.01) (Fig 4).
The PEG solutions significantly affected the
hydration of the tissue as can be seen by the small ranges of water content for
5% and 25% PEG. Hydration influenced T1ρ and T2 relaxation times and MRE-derived shear stiffness. Similar to previous studies focusing on the
IVD, an increase in T1ρ and T2 relaxation time was associated with higher water
content. In addition, T1ρ and T2 relaxation times were within a similar range
as previous studies2,3,5. However, in contrast to prior studies we
observed a negative correlation between T1ρ relaxation time and GAG content2,3. This may suggest that both relaxation times
are more influenced by water content and that T1ρ is not a direct measure of
GAG content. In addition, prior studies observed the changes in water content
that occurred secondarily with disc degeneration and did not directly control
the water content of the tissue. Conclusion
This study
provides further evidence that T1ρ and T2 relaxation times may be used as a
metric for water content and that shear stiffness is affected by hydration
changes within IVD tissue. It also highlights MRI as a non-invasive technique
to quantify tissue composition and mechanical properties to assess degenerative
changes within the IVD. Acknowledgements
Special thanks to
Mallory Stewart for her assistance in post-processing of scans. This work was funded by the Department of
Biomedical Engineering, NIH NHLBI R01HL124096, and NIH NIAMS R01AR075062. References
- Wáng, Y.-X. J. et al. T1ρ
magnetic resonance: basic physics principles and applications in knee and
intervertebral disc imaging. Quant. Imaging Med. Surg. 5,
858–85885 (2015).
- Johannessen, W. et al.
Assessment of human disc degeneration and proteoglycan content using T
1ρ-weighted magnetic resonance imaging. Spine (Phila. Pa. 1976). (2006)
doi:10.1097/01.brs.0000217708.54880.51.
- Nguyen, A. M. et al. Noninvasive
quantification of human nucleus pulposus pressure with use of T1p-weighted
magnetic resonance imaging. J. Bone Jt. Surg. - Ser. A (2008)
doi:10.2106/JBJS.G.00667.
- Martin, J. T. et al. In vivo
fluid transport in human intervertebral discs varies by spinal level and disc
region. JOR Spine (2022) doi:10.1002/jsp2.1199.
- Marinelli, N. L., Haughton, V. M.,
Muñoz, A. & Anderson, P. A. T2 relaxation times of intervertebral disc
tissue correlated with water content and proteoglycan content. Spine (Phila.
Pa. 1976). 34, 520–524 (2009).
- Walter, B. A. et al. MR
elastography-derived stiffness: A biomarker for intervertebral disc
degeneration. Radiology (2017) doi:10.1148/radiol.2017162287.
- Chahine, N. O., Chen, F. H., Hung, C.
T. & Ateshian, G. A. Direct measurement of osmotic pressure of
glycosaminoglycan solutions by membrane osmometry at room temperature. Biophys.
J. 89, 1543–1550 (2005).
- Farndale, R. W., Buttle,
D. J. & Barrett, A. J. Improved quantitation and discrimination of
sulphated glycosaminoglycans by use of dimethylmethylene blue. BBA - Gen.
Subj. (1986) doi:10.1016/0304-4165(86)90306-5.