Paul Kennedy1,2, Daniel Stocker1,2, Octavia Bane1,2, Stefanie Hectors1,2,3, Bradley D Bolster Jr. 4, and Bachir Taouli1,2
1BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, United States, 2Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, United States, 3Department of Radiology, Weill Cornell Medicine, New York, NY, United States, 4Siemens Medical Solutions USA, Inc., Salt Lake City, UT, United States
Synopsis
In this study we assess the
variation in 2D and 3D MR elastography (MRE) measures in patients, volunteers
and a phantom across two MR system vendors. Interobserver variability was also
examined. 2D and 3D MRE liver measurements were not significantly different
across systems and showed excellent intraclass correlation coefficient (ICC)
between readers. Spleen measurement showed excellent ICC between readers but
significant variation in 3D MRE spleen stiffness was found between systems.
Liver 3D MRE is stable across platforms however further study is required to
assess the bias in 3D MRE spleen measurements from multiple vendors.
Introduction
3D MR elastography (MRE) has been
proposed as a more accurate measure of tissue stiffness due to the integration
of the 3D wave field into the inversion algorithm addressing elevated stiffness
in the presence of oblique waves in 2D MRE. Before it is clinically adopted the
differences between 2D and 3D MRE and the variability between readers and
vendors must be clarified. In this prospective study 2D and 3D MRE measures
from two vendors are compared in patients and volunteers by two readers. A
phantom study is also performed.Methods
In this prospective single center
study 5 patients and 3 volunteers (M/F 6/2 mean age 53±3.1y) underwent 2D and 3D MRE
exams at 60Hz on two MR systems (1.5T MAGNETOM Aera, Siemens Healthcare,
Erlangen, Germany and 3T Discovery 750W, GE Healthcare, Waukesha, WI, USA) on
the same day. All patients had liver disease and 4/5 patients had portal
hypertension (HVPG 8.2±4.2
mmHg). A phantom provided with the MRE hardware (Resoundant, Rochester, MN,
USA) was also scanned 5 times on both systems on the same day. Driver amplitude
was identical for patients and phantoms between systems. MRE data were acquired
on both systems using a prototype spin-echo EPI sequence with default protocol
parameters (Table 1) and dual
paddles enabling simultaneous liver and spleen data acquisition1. On the GE system, 3D MRE
data were reconstructed using a previously described algorithm2. 2D MRE data on both systems
were reconstructed using a commercially available algorithm3. A recently developed 3D MRE
algorithm generated 3D Siemens MRE outputs. The magnitude of the complex shear
modulus was analyzed by one reader for phantom data and 2 readers for human
data. Reader comparisons were performed using intraclass correlation
coefficients (ICC). Bland Altman analysis determined inter- and intraplatform
variation between 2D/3D measurements. Spearman correlation were performed to
assess the relationship between MRE measurements across platforms. Wilcoxon
signed rank tests were performed on inter- and intraplatform 2D/3D MRE measurements. Results
Phantom measurements showed very
small deviation in repeated 2D and 3D measurements for both systems (variation
<0.03 kPa). 3D MRE measurements were significantly lower for both Siemens
and GE systems (p=0.043) however the mean difference was only 0.08 kPa for
Siemens and 0.18 kPa for GE. There was also a small but significant difference
between 2D (mean difference 0.13 kPa, p=0.043) and 3D measurements (mean
difference 0.23 kPa, p=0.043) across platforms.
MRE failed in the liver of one
patient on one system due to poor wave propagation. Example images are shown in
Figure 1. For both readers, no
significant difference was found between 2D/3D measurements of the liver on
both systems (p>0.161).
Bland-Altman analysis found a bias of 0.01 kPa for 2D liver MRE across
platforms and a bias of 0.38 kPa for 3D liver measurements (Figure 2). ICC was excellent between
both readers for liver 2D MRE (0.997 for both platforms) and 3D MRE (GE –
0.990, Siemens – 0.980). Liver 2D and 3D MRE measurements were significantly
correlated on both GE and Siemens systems for both readers (Table 2).
For spleen, there was again excellent ICC for 2D
MRE (GE - 0.989, Siemens - 0.998) and 3D MRE (GE - 0.997, Siemens - 0.987).
Bland-Altman analysis found a bias of 0.06 kPa for 2D spleen MRE across
platforms and a significant bias of 2.03 kPa for 3D spleen measurements (Figure 2). Spleen 2D and 3D MRE
measurements were significantly correlated for both readers on both systems (Table 2). There was a significant
difference found between 2D/3D MRE spleen measurements on both platforms
(p=0.012 for both) however on one platform 2D spleen stiffness was
significantly higher than 3D and on the other the opposite was true. In healthy
volunteers only, higher mean 2D MRE stiffness was seen on both platforms and
from both readers however the differences were not significant (p>0.109).
With the exception of 2D and 3D MRE liver stiffness on the GE system all other
stiffness measurements were significantly higher in patients compared to
volunteers (p=0.036 for all, Table 3).Discussion
These results suggest that 2D and
3D MRE measurements in phantoms are significantly different however the difference
is negligible. Mean 2D MRE liver stiffness was higher for both platforms
however the difference was not significant in contrast to previous reports4-6,
potentially due to small sample size. Spleen MRE measurements did not agree
across platforms, with 2D showing significantly higher stiffness than 3D on one
system and significantly lower stiffness on the other. In healthy volunteers 2D
MRE spleen stiffness was higher than 3D MRE stiffness on both platforms. These
discrepancies are likely due to the difference in inversion algorithms employed
coupled with the more complex geometry of the spleen and pathology associated
with portal hypertension. Finally, ICCs were excellent for agreement between
readers.Conclusion
2D and 3D MRE of the liver show reasonable
agreement across platforms and readers in this small study. Spleen results were
not concordant across platforms likely due to differences in reconstruction
techniques and the more anisotropic structure of the spleen in the setting of
liver disease related portal hypertension. Further work in a larger cohort is
required to determine the bias in spleen 3D MRE measurements across platforms.Acknowledgements
This research was supported by NIDDK grant 1R01DK113272. Many thanks to Stephan Kannengiesser, Michael Bush, Kevin Glaser, Jun Chen and Roger Grimm for disseminating and supporting the sequences and reconstructions used in this work. References
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