Adrija Mamidipalli1, Jonathan Hooker1, Nikolaus Szevrenyi1, Alexandra Schlein1, William Hauffe1, Tanya Wolfson2, Gavin Hamilton1, Michael Middleton1, and Claude Sirlin1
1Liver Imaging Group, UCSD, San Diego, CA, United States, 2Computational and Applied Statistics Laboratory, San Diego Supercomputer, UCSD, San Diego, CA, United States
Synopsis
In this study,
agreement between MRE-estimated liver stiffness using 2D GRE and SE-EPI pulse
sequences at 3T was examined in 30 adults with histology-confirmed nonalcoholic
fatty liver disease (NAFLD) enrolled in a research registry. Results show that
liver stiffness values obtained from both the sequences agree closely across a
range of liver stiffness values for adults with NAFLD, although agreement tends
to diverge at higher stiffness values. Differences at higher liver stiffness
values were not explained by differences in image wave quality.Purpose
A
standard hepatic MRE technique uses a 2D gradient-echo (GRE) pulse sequence
with an echo time (TE) of ~20 ms
1. This relatively long TE makes the
sequence T2*-weighted, and thus sensitive to T2* shortening which can lead to
unreliable estimates of liver stiffness. To overcome this problem, a 2D spin-echo
echo-planar-imaging (SE-EPI) MRE sequence was developed that uses a shorter TE
(11.8 ms)
and so is less sensitive to T2 and T2* effects
2,3,4. Some
investigators advocate the use of this sequence at 3T instead of the 2D GRE
sequence, as it may provide higher signal-to-noise ratio. However, to our
knowledge, agreement of liver stiffness estimates obtained using these two
sequences has not been fully examined at 3T. Thus, the main purpose of this
study was to evaluate agreement between these sequences for estimating liver
stiffness at 3T. A secondary purpose was to compare wave-image quality of the
two sequences, using the size of the adequate-wave-quality region of interest
(ROI) as an objective indicator of wave-image quality.
Methodology
This was an IRB-approved, HIPAA-compliant,
secondary analysis of MRE data acquired prospectively in 30 adults with histology-confirmed
nonalcoholic fatty liver disease (NAFLD) enrolled in a research registry at our
institution. 2D GRE and 2D SE-EPI MRE sequences with superior/inferior motion
sensitization were obtained at 3T (GE Signa EXCITE HDxt, GE Healthcare,
Waukesha, WI). MRE pulse sequences and hardware were supplied by Resoundant
Inc. (Rochester, MN). Images were analyzed using a 2D multimodel direct
inversion (MMDI) technique
5. Parameters common to both sequences included:
four 10-mm axial slices with 0 mm gaps, four phase offsets, torso receiver-array
surface coil, and 60 Hz mechanical vibration frequency. Additional parameters for
2D GRE/SE sequence included: TR 50/267 ms, TE 20/11.8 ms, and FA 30°/90°. Elastograms
depicting the spatial distribution of stiffness were generated automatically
with overlain confidence maps demarcating the areas in which wave data was
adequate. Trained analysts used a custom software package (MRE/Quant software, Mayo
Clinic) to specify the largest possible adequate-wave-quality ROIs in the liver
while excluding large blood vessels and liver edges. ROI sizes and mean stiffness
values in the ROIs were recorded for both sequences. Stiffness estimates and ROI sizes were
compared with Bland-Altman analyses and t-tests as appropriate. Additionally, a
multivariate analysis was performed to assess the relationship between ROI size,
liver stiffness measurement, and MRE sequence.
Results
Mean hepatic
stiffness of 3.3 ± 1.6 kPa (range 2.1 kPa to 9.4 kPa) using GRE and 3.1 ± 1.2 kPa (range 2.0 to 6.9 kPa) using
SE. As shown in Figure 1, agreement between
liver stiffness estimates for the two MRE sequences was good. Bland-Altman bias
was small (GRE stiffness > SE stiffness by 0.19 kPa) and not significant (p =0.12).
Limits of agreement were tight (-1.092-1.476) overall. However, disagreement
increased as stiffness increased: there was a strong correlation between the
average of the two sequences’ stiffness estimates and the absolute values of
the difference (p<00001). Mean ROI size for the 2D SE-EPI sequence (4,369±2181 pixels)
was larger than for the 2D GRE sequence (2,935±1200 pixels)(p<0.01). ROI sizes for the two sequences were
correlated (r= 0.65). In the multivariate analysis, there was no significant
relationship between ROI size and differences in estimated stiffness by the two
sequences (r =0.0045, p=0.44).
Discussion
Although
agreement in stiffness values by the two MRE sequences was close overall, it diverged in subjects with higher liver
stiffness values. This suggests that while both sequences may be used
clinically and in research they may not be interchangeable, especially in patients
with more advanced disease. It may be prudent to use the same sequence for
longitudinal monitoring in any given individual. Wave-image
quality was better for the 2D SE-EPI sequence, as assessed by ROI size, but in
multivariate analysis the superior wave-image quality did not account for differences
in liver stiffness estimated by the two sequences. The significant correlation
in ROI size for the two sequences indicates that common factors affect wave
image quality. Further research is needed to identify the causes of stiffness
estimation disagreement, to better understand the factors that affect wave
image quality, and to compare the accuracy of the two sequences (beyond the
scope of this analysis) for fibrosis assessment at 3T.
Conclusion
Liver stiffness
values obtained from 2D GRE and 2D SE-EPI MRE sequences agree closely across a
range of liver stiffness values in adults with NAFLD, although agreement tends
to diverge at higher stiffness values. Differences at higher liver stiffness
values were not explained by differences in image wave quality.
Acknowledgements
No acknowledgement found.References
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