Yong Zhang1, Bing Wu1, Xin Chen2, and Zaiyi Liu2
1GE Healthcare MR Research China, Beijing, China, People's Republic of, 2Radiology, Guangdong General Hospital, Guangzhou, China, People's Republic of
Synopsis
Antiangiogenic
therapy is efficient to treat hypervascular tumor such as hepatocelluar
carcinoma (HCC). Unlike chemotherapy and radiation therapy, tumor dimension doesn’t
change in its early phase. Hence traditional reponse criteria based on
morphological change fails to early assess the therapeutic response of
antiangiogenic treatment. This study used intravoxel incoherent motion (IVIM) theory
to separate perfusion and diffusion characteristics in HCC over sereval time points after antiangiogenic Sorafenib administration. It
was found that IVIM-derived pure diffusivity and pseudo-diffusivity were able to
detect the microvascular collapse and cellular edema in HCC at early phase of
antiangiogenic medication.
Purpose
Tumor angiogenesis is crucial for the
progression of cancer, especially in highly vascularized tumors such as
hepatocellular carcinoma (HCC) [1]. Sorafenib is an anti-angiogeneic medication
already in clinical stage, However its curing effectiveness is case dependent.
Hence evaluation of the short term antiangiogenic effects of Sorafenib is
necessary for optimizing the treatment plan. Conventional CT and MR fails for
such purpose [2] as the functional change takes place at an earlier stage than
dimensional changes. Apparent diffusion coefficient (ADC) from DWI was reported
to be a sensitive means for early stage effects, however the reported findings
have been conflicting [3], perhaps due to the mixed diffusion and perfusion
effects conveyed by traditional ADC. IVIM, on the other hand, separately
measures the microscopic diffusion and perfusion process, and we evaluate its use
in monitoring the early term antiangiogenic effects in this work.
Methods
This study was approved by the local
institutional review board for animal care and use. Experiments were performed
in 12 female BALB/c-nu nude mice (32-40 days old), each weighing 14-17 g.
MHCC-97 Hepatocellular carcinoma cells were planted subcutaneously in each nude
mouse. After implantation of tumor, nude mice were maintained for three weeks.
Prior to treatment, all nude mice were scanned on a GE 1.5 T whole body scanner
equipped with a phased array wrist coil. For each mouse, 10 axial slices
covering whole tumor were scanned using spin-echo diffusion-weighted
echo-planar imaging with 11 b-values (0, 25, 50, 75, 100, 150, 200, 400, 600,
800, 1000 s/mm
2). Other imaging parameters were: FOV=10 mm, slice thickness=2.5
mm, no interslice gap, acquisition matrix=128 × 128, TR/TE=4000/85.5 ms. The
same IVIM acquisition was repeated on all nude mice at 1 hour, 3 hours, 6
hours, 12 hours after the administration of Sorafenib at a dose of 15 mg/kg.
One randomly selected mouse was sacrificed for histologic H&E staining at
each time point. For IVIM scan at each time point, all DWIs were coregistered
to the b0 image and then fitted to the IVIM bi-exponential model S/S
0 =
f·exp(-b·D*) + (1-f)·exp(-b·D). Three metrics including true diffusivity D,
perfusion-related diffusivity D* and perfusion fraction f were derived [4]. The
edge of tumor was manually delineated on b
0 image and transferred to the three
metrics for measurement. Paired t test was used to compare the mean value of IVIM
metrics between every two consecutive time points using SPSS (Chicago, IL,
USA). P-values of 0.05 were considered to indicate significant difference.
Results
A typical set of IVIM parametric maps before Sorafenib administration are
illustrated in Figure 1, along
with the placement of ROI that encompasses the lesion region. Figure 2 showed the change of D, D* and f
over time after Sorafenib administration, along with the histology staining at
different time points; the mean values of IVIM metrics can be seen in Table 1. Different
behaviours of IVIM metrics can be observed: D rapidly dropped by 42.5% (p <
0.05) at 1 hour after Sorafenib administration, but then stayed relatively
stable afterwards; D* slightly decreased at 1 hour after treatment with no statistical
significance and further decreased by 12.8% at 3 hours after treatment (p <
0.05), it then stayed relatively constant afterwards; f showed steady decrease
over time.
Discussions and Conclusion
Compared to traditional DWI, IVIM offers
several parameters that are associated with different microscopic processes. From
the data, it can be seen that D was most sensitive to the initial effects of antiangiogenic
treatment, potentially due to the formation of cellular edema that restricts
the microscopic diffusion, however the level of diffusivity did not further
change after a sharp drop. D* is affected by the blood velocity and caliber of
the vessels [5], its delayed response may reflect the initial maintaining of the
blood flow within the lesion. f directly maps the density of the vascular
structures and the gradual drop agrees with the hypothesis. Although the sample
size limits the statistical power in this study, it can be seen that IVIM-derived metrics are sensitive biomarkers for monitoring the early stage effects
of antiangiogenic treatment; As compared with conventional ADC, different aspects of the
micrio-strucutre change can be separately assessed that may lead to better
understanding of the medication effects after administration of Sorafenib.
Acknowledgements
No acknowledgement found.References
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Clin Oncol, 2011. [2] Koh DM et. al., Br J Radiol, 2006. [3] Koh DM et. al., Am
J Roentgenol, 2007. [4] Le Bihan et. al., Radiology, 2008. [5] Boris Guiu et.
al., Radiology, 2012.