Jennifer C Wakefield1,2, Jessica M Winfield1,2, Gordon Stamp3, Alison MacDonald2, Charlotte Hodgkin4, Ayoma Attygalle2, Desmond Barton2, Robin Crawford4, Susan Freeman4, and Nandita M deSouza1,2
1Division of Radiotherapy and Imaging, Cancer Research UK Cancer Imaging Centre, The Institute of Cancer Research, London, United Kingdom, 2The Royal Marsden Hospital, Sutton, United Kingdom, 3Department of Medicine, Centre for Pathology, Imperial College London, London, United Kingdom, 4Departments of Gynaecological Oncology and Radiology, Addenbrooke’s Hospital, Cambridge University Hospitals NHS Foundation Trust, Cambridge, United Kingdom
Synopsis
An understanding of the apparent diffusion
coefficient (ADC) changes following neoadjuvant chemotherapy at different
metastatic sites in advanced ovarian and primary peritoneal cancer is essential
to establish the utility of ADC as a biomarker in site-specific response
assessment in this disease. In this study, we found that there was
variability in the detection accuracy of DW-MRI between different disease sites
and the ADC shows utility as an adjunct to morphological imaging for the
detection of viable tumor. Further studies with larger numbers of lesions are
needed to interrogate differences between microscopic and non-viable and
residual macroscopic tumor fully.BACKGROUND:
Malignant tumors exhibit restricted diffusion of
water molecules on DW-MRI due to their compact cellular organisation and
tortuous extracellular space. Preliminary single-centre studies have
demonstrated the potential role of the apparent diffusion coefficient (ADC)
derived from DW-MRI as a quantitative biomarker for assessing early treatment
response in epithelial ovarian (EOC) and primary peritoneal cancer (PPC).
1 In addition, tumor
site-specific ADC profiles have suggested biologic heterogeneity of disease.
2 Therefore, an understanding of the ADC changes
following neoadjuvant chemotherapy at different metastatic sites in advanced
EOC and PPC is essential to establish the utility of this biomarker in
site-specific response assessment.
PURPOSE:
To establish anatomic site-specific sensitivity
and specificity of DW-MRI for detecting presence of viable tumor after
neoadjuvant chemotherapy in advanced EOC/PPC; and to establish the use of ADC
histograms for distinguishing presence of macroscopic and microscopic disease.
METHODS:
Study protocol: 16 patients with newly-diagnosed advanced EOC or
PPC who were scheduled to receive neoadjuvant platinum-based chemotherapy
followed by interval debulking surgery were recruited from two institutions as
part of an ongoing prospective multi-centre clinical trial (DISCOVAR, NCRN
portfolio number 11182) and gave their written consent to participate in this study. Each patient underwent an MRI prior
to commencement of chemotherapy and post-treatment after 3-4 cycles of
platinum-based chemotherapy, before interval debulking surgery.
Imaging
protocol: Imaging
was performed on a 1.5T MR scanner. Hyoscine butylbromide (20 mg) i.m. was administered to patients before
scanning to reduce image artefacts due to peristalsis. Stacked DW sequences (free-breathing
axial single-shot echo-planar, slice thickness 6mm, pixel size 3x3mm) using four b-values (0,100,500,900smm-2)
were acquired in three stations covering the abdomen and pelvis from the
symphysis pubis to the top of the diaphragm. Slice-matched T1-weighted
and T2-weighted anatomical imaging were acquired in the abdomen and
pelvis.
Analysis: Up to ten of the largest lesions that were representative of involved anatomic
sites, were chosen per patient on the baseline imaging and analysed using
in-house software.3 ADC maps were generated through
monoexponential fitting for b-values of 100,500and900 smm-2. Regions-of
interest were drawn by region growing around areas of impeded diffusion arising
from solid tumor on consecutive computed high b-value axial images (b=1000smm-2),
generating a volume of interest (VOI). Cystic or necrotic areas were excluded
by visual matching with the morphological MRI sequences. Histograms were derived
from the individual pixel ADC values within the VOI on the baseline and
post-treatment imaging (bin width 8.08 x10-5 mm2s-1).
Lesions that did not exhibit impeded diffusion post-treatment were classified
as no viable tumor and were excluded from the ADC analysis post-treatment.
Lesions containing impeded diffusion post-treatment were classified as
containing viable tumor, and the percentage post-treatment change in ADC from
baseline was calculated for these lesions. The orientation and location of the
chosen lesions was recorded at debulking surgery to enable good anatomical
matching between the histopathological specimens and lesions on imaging.
Presence or absence of viable tumor in the designated lesions was recorded at
surgery or on histopathology. On histopathology, lesions containing viable
tumor were further sub classified as containing microscopic foci or as
macroscopic disease if the lesions contained more numerous and larger areas of
viable tumor and the Histopathologist noted tumor on macroscopy. Sensitivity,
specificity, accuracy, positive and negative predictive values (PPV, NPV) were
calculated for DW-MRI detecting viable tumor by anatomic site. For lesions with
residual viable tumor, histogram parameters were compared between residual
microscopic or macroscopic disease.
RESULTS:
68 anatomically matched lesions (30 peritoneal
nodules, 16 omental samples, 17 ovarian masses, and 5 lymph nodes) were
included. DW-MRI depicted 35 of 46 viable tumor sites, and correctly identified
16 of 22 sites uninvolved by viable tumor. DW-MRI failed to visualize 11
lesions with residual tumor, 6 peritoneal (3 with microscopic tumor) and 5 in
the omentum (4 with microscopic tumor) and incorrectly identified tumor in 5
peritoneal lesions and 1 lymph node. Overall sensitivity=76.1%,
specificity=72.7%, accuracy=75%, PPV=85.4%, NPV=59.3%; site-specific data in
Table 1. Histogram parameters showed no significant differences in absolute
values of ADC or change in ADC between lesions containing residual microscopic
vs macroscopic disease (Table 2, Figure 1).
DISCUSSION AND
CONCLUSION:
The detection accuracy of DW-MRI of viable tumor
varied between disease sites. A possible explanation for this is that
peritoneal and omental disease are often ill-defined
4, which makes
their analysis more difficult than other sites. The ADC is a useful adjunct to
morphological imaging for the detection of viable tumor, but larger numbers of
lesions are needed to interrogate differences between microscopic and
non-viable tumor and residual macroscopic tumor because of the heterogeneity of
the ADC response.
Acknowledgements
We
acknowledge funding from CRUK in association with MRC and Department of Health
and NHS funding to the NIHR Biomedical Research Centre and Clinical Research
Facility in Imaging. We would like to thank the radiographers at the two
institutions who scanned the patients.References
[1] Kyriazi S, Collins D, Messiou C, et al. Metastatic ovarian and
primary peritoneal cancer: assessing chemotherapy response with
diffusion-weighted MR imaging – value of histogram analysis of apparent
diffusion coefficients. Radiology. 2011; 261(1):182-192.
[2]
Sala E, Kataoka MY, Priest AN,
et al. Advanced ovarian cancer: multiparametric MR imaging demonstrates
response- and metastasis-specific effects. Radiology. 2012;263(1):149-59.
[3] Blackledge M, Leach M, Collins D, et al. Computed
diffusion-weighted MR imaging may improve tumour detection. Radiology. 2011;
261(2):573-581.
[4] Nougaret S, Addley HC, Colombo PE, et al. Ovarian carcinomatosis:
how the radiologist can help plan the surgical approach. Radiographics. 2012 Oct; 32(6):1775-800.