Kristen L Zakian1, Richard K Do2, Taryn Boucher2, Mithat Gonen3, Andrea Cercek4, William R Jarnagin5, and Nancy Kemeny4
1Medical Physics, Memorial Sloan-Kettering Cancer Center, New York, NY, United States, 2Radiology, Memorial Sloan-Kettering Cancer Center, New York, NY, United States, 3Epidemiology and Biostatistics, Memorial Sloan-Kettering Cancer Center, New York, NY, United States, 4Medicine, Memorial Sloan-Kettering Cancer Center, New York, NY, United States, 5Surgery, Memorial Sloan-Kettering Cancer Center, New York, NY, United States
Synopsis
Intrahepatic
cholangiocarcinoma (ICC) is the second most common primary liver malignancy and
has few treatment options. A previous study suggested that MRI may help
identify patients likely to benefit from hepatic arterial infusion pump therapy
with floxuridine (HAI-FUDR). The purpose of this prospective study was to
investigate the ability of pre-treatment and early-in-treatment DCE and DW-MRI
to predict ICC response to combined HAI-FUDR and systemic chemotherapy given in
a Phase 2 clinical trial. Our preliminary analysis suggests that DW-MRI may
predict response of unresectable ICC using data acquired at baseline or at 1
month after treatment start.Introduction
Intrahepatic
cholangiocarcinoma (ICC) is the second most common primary liver malignancy and
has few effective treatment options. A previous study suggested that pretreatment
MRI may be helpful in identifying patients likely to benefit from hepatic
arterial infusion pump therapy with floxuridine (HAI-FUDR) (1). The
purpose of this prospective study was to investigate the ability of
pre-treatment and early post treatment DCE- and DWI-MRI to predict response in a
phase 2 trial of combination HAI-FUDR and systemic chemotherapy with
gemcitabine/oxaliplatin (GemOx) for patients with unresectable ICC.
Methods
18 consecutive
patients were recruited for this institutional review board approved prospective
study between January 2013 and August 2015. Scans were performed at 1.5T (G.E. Signa
450, Waukeshau, WI). DCE-MRI and DWI were performed before and after treatment
(1 month of HAI-FUDR and 2 weeks of GemOx). 2 patients were excluded, one with
an incomplete MRI data set, one with a single tumor that was too small for
analysis. 3 patients did not meet the 3 month follow-up period for response
assessment. For DCE-MRI a free-breathing, 3D-fat-saturated FLASH sequence was
prescribed in the oblique coronal plane (matrix 256x128, FOV 340-440, slice
thickness = 5-7 mm TE = 1.5 ms, TR = 4.2 ms, flip angle 30°, temporal resolution = 6-8s). Images were prescribed over the largest
tumor and Gd-BOPTA at 0.1 mmol/kg was injected at 2 ml/sec. For DWI an oblique
coronal single-shot EPI sequence was used (matrix 128x128, FOV 340-440 mm,
slice thickness 5-7 mm, TE = 68 ms, TR ~4s b
values = 0, 50, 250, 350, 500 s/mm2). K
trans was calculated following QIBA guidelines2.
An average pre-contrast tumor T1 value was calculated based on data from 5
patients. An average AIF was modeled based on Parker, et. al.3 using
data from an aortic ROI in 8 patients. In the extended Tofts’s model a
single-input vascular function was utilized under the assumption that ~80% of tumor supply was arterial. ADC was calculated by monoexponential
fit using all b values. Response (% change in sum of diameter) was measured after
3 months and 6 months of treatment by RECIST 1.1 on follow-up MRI. We estimated the rank correlation between K
trans and ADC at baseline, as well as change from
baseline, and response at 1, 3 and 6 months. In a supplementary analysis we
dichotomized response and estimated the area under the ROC curve for each of
the imaging parameters at baseline and change from baseline.
Results
At
the time of analysis, 13 patients (3 males, 10 females, median age 66 years old)
had measurable response at 3 months post treatment and 9 patients had measurable
response at 6 months. Mean tumor ADC and median K
trans are discussed herein. Baseline ADC was
positively correlated with % change in sum of diameters (%ΔSD) at 3 and 6 months (p < 0.005 and p <
0.05, respectively), while baseline K
trans appeared to be inversely related to %ΔSD but this was not significant (Figs 1a-d). ΔADC at 1 month was negatively correlated with %ΔSD at 3 months (p < 0.001) but was not
significant for 6 month %ΔSD, while the change in K
trans at 1 month follow-up was not correlated with %ΔSD
at 3 or 6 months (Figs 2a-d). 3 patients had a partial response (PR) at 3 months (>30% %ΔSD reduction)
and 6 patients had PR at 6 months. Figure 3 contains the areas under the
receiver operator characteristic curves for baseline and Δparameter values for predicting PR at 3 and 6 months. Baseline ADC
and ΔADC (BL-1MO) were the strongest predictors of
PR.
Conclusions
Our
preliminary analysis shows the potential of multimodality MRI, in particular, DW-MRI, to predict response
of unresectable ICC to combination HAI-FUDR and systemic chemotherapy using MRI
acquired at baseline or early in treatment (1 month follow-up). Tumors with
lower ADC at baseline and larger increases in ADC after 1 month of therapy had
the greatest response, possibly reflecting initial high cellularity
and development of necrosis after therapy, respectively. When the trial
completes patient accrual, we will extend the analysis to include the value of
combining K
trans and ADC.
Acknowledgements
No acknowledgement found.References
1.
Konstantinidis IT et al, Ann Surg Oncol 2014; 21:2675
2.
Radiologic Society of North America Quantitative Imaging Biomarker Alliance:
Dynamic Contrast Enhanced Magnetic Resonance Imaging Technical Committee http://qibawiki.rsna.org/images/7/7b/DCEMRIProfile_v1_6-20111213.pdf.
3.
Parker, G.J., et. Al. Magn Reson Med 2006 56(5) p 993-1000.