Dana C Peters1, Jonatan C. Ferm1, Lynn Savic1, Steffen Huber1, John Walsh1, Daniel Coman1, Fahmeed Hyder1, Mingde Lin1, James S Duncan1, Douglas Rothman1, Albert J Sinuas1, Julius Chapiro1, and R. Todd Constable1
1Yale University, New Haven, CT, United States
Synopsis
In this work, we studied a VX2 tumor in
rabbits, which provides a model for hepatocellular carcinoma. The rabbits were imaged with
T1 mapping (pre- and post-contrast), which was used to generate extracellular volume fraction (ECV) maps. The average ECV for normal liver and tumor was 20 +/-11 % and 18 +/- 7%, respectively. One week after TACE, tumor ECVs fell to zero, but recovered slightly at two weeks, while normal liver ECV values changed variably after TACE. This
preliminary study shows that ECV mapping can depict the highly heterogeneous
tumor morphology.
Introduction
Hepatocellular carcinoma (HCC) often occurs in
patients with underlying cirrhotic liver disease, with hepatocytes replaced by
extracellular matrix/fibrotic tissue.
Diagnosis of HCC is important, and is accurately performed using
multiphase dynamic contrast enhanced (DCE) MRI. Liver cirrhosis can also be assessed by MRI,
usually using fat-water imaging, and MR elastography, which is currently the
method most accurate compared to biopsy at detecting fibrosis (1). In this work, we studied a VX2 tumor in
rabbits, which resemble HCC from an imaging and metabolic perspective (2). Although this model does not have cirrhosis,
the tumors were imaged before and after chemoembolization, which devascularizes
the tumor, and may have effects on normal liver. The rabbits were studied with
T1 mapping (pre and post-contrast) (3) and extracellular volume fraction.
Extracellular volume fraction, very recently investigated for the liver (4-6),
might have a role in evaluating cirrhosis and fibrosis in the liver. Here we studied ECV measures of liver
fibrosis in livers with implanted tumor before and after therapies. We hypothesized that 1) ECV would be
diminished in the tumor after therapy.
2) TACE might cause changes in ECV in normal surrounding liver. Similarly, we investigated changes in native liver
T1s, in both regions of tumor and normal liver.Methods
New Zealand white rabbits were imaged
at three time-points each. Rabbits were surgically
implanted with VX2 tumors in the liver as previously established by our
co-investigators (3), with growth for two weeks after implantation, after which
trans-arterial chemoembolization (TACE) was performed. Imaging was performed
pre-TACE and at 1 and 2 weeks follow-up after TACE. All imaging was performed on a 3.T Prisma
scanner (Siemens, Erlangen, Germany) in a 16 channel Knee coil. 3D T1 mapping was performed prior to DCE and
immediately following it, using 3D GRE, with a 5, 8, 12,15° flip angles, with
B1-mapping for correction of flip angles, and offline fitting in Matlab (5).
Scan parameters were: resolution: 0.5 x 0.5 x 2.5mm, 200mm x 120 mm FOV, 192 x
100 matrix. DCE was performed during an injection of 0.1mmol/kg of gadovist,
using a 3D VIBE sequence with CAIPIRINHA parallel imaging factor of 2 in both
ky and kz (6). Scan parameters were: TR/TE/θ= 3.4ms/1.3ms/9°, 0.5 x 0.5 x
2.5mm, 200mm x 120 mm FOV, 192 x 100 matrix, partial Fourier factor 6/8, 32
slices, fat suppression with SPAIR. The frame time was 3 s per volume. The DCE
data was analyzed to estimate contrast concentrations pixel by pixel, and
arterial concentration. ECV was
calculated using the equation:
ECV =(1-hct)*(1/T1post –1/T1pre)/(1/T1b-post-
1/T1b-pre)
Pre and post-contrast T1 maps were
used, hct was assumed as 0.45, pre-contrast blood T1b-pre was assumed to be 1600ms at 3T and T1b-post
was estimated from the final blood T1 by
the derived DCE concentration curves, due to concern that the post-contrast T1
maps might be unreliable in the vasculature, due to inflow.Results
Figure 1 shows multi-parametric
mapping (native T1 map, and ECV, compared to other maps) in a rabbit with a
large untreated liver tumor. The tumor exhibits heterogeneity, which is
reflected in each quantitative map. Figure 2 compares native T1 and ECV maps,
in rabbits prior to TACE, and at 1 week post-TACE. In these studies, complete devascularization
of the tumor is evident from the very low ECV in the tumor post-TACE. In these subjects, the normal liver appears to
have a higher ECV after TACE, although this result was variable among all
rabbits. Figure 3 presents data from four rabbits at 3
time-points.Discussion
This preliminary study shows that
ECV mapping can depict the highly heterogeneous tumor morphology. Our values are lower than those found in
patients with liver-disease (3), but similar to the ECV measured in a prior
animal study (20-30%) (4). Although post-contrast T1 imaging was performed
early after injection (4 minutes), a recent study found that ECV is relatively
constant for times post-injection greater than 5 minutes. Other T1 mapping methods (e.g. MOLLI) have
been studied in the liver (4), and appear to provide similar or greater
accuracy compared to the variable flip angle method used here, albeit with much
lower speed per slice. The post-contrast arterial T1 was an estimate and might be a source of error. The potential
utility of liver ECV for replacing biopsy requires further investigation.Acknowledgements
This work was supported by NIH (R01
CA206180, R01 EB-023366, P30 NS-052519).References
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