Sumei Wang1, Sanjeev Chawla1, Maria Martinez-Lage2, Tianyu Yin1, Gaurav Verma1, Robert A Lustig3, Steven Brem4, Suyash Mohan1, Ronald L Wolf1, Arati Desai5, and Harish Poptani6
1Radiology, University of Pennsylvania, Philadelphia, PA, United States, 2Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA, United States, 3Radiation Oncology, University of Pennsylvania, Philadelphia, PA, United States, 4Neurosurgery, University of Pennsylvania, Philadelphia, PA, United States, 5Hematology-Oncology, University of Pennsylvania, Philadelphia, PA, United States, 6Cellular and Molecular Physiology, University of Liverpool, Liverpool, United Kingdom
Synopsis
The study was performed to determine whether changes
in DTI and DSC parameters can aid in differentiating glioblastomas with pseudo-progression
(PsP) from true-progression (TP) and partial response. MRI data from thirty patients with these diagnoses (based on pathological
evaluation and clinical follow-up) were included. All patients underwent two MR
scans before pathological confirmation. A significant increase in median rCBV
and rCBVmax value was noted in TP compared with PsP, while none of the
DTI parameters showed significant differences between groups. Our preliminary
results indicate that changes in rCBV may be helpful in identifying PsP from
TP.PURPOSE
Early assessment of treatment response is
critical in patients with glioblastomas as patients exhibiting pseudo-progression
(PsP) can be continued on conservative therapy while patients with true
progression (TP) or recurrence can be candidates for novel therapeutic regimens
or repeat surgery. However, in
the absence of a true predictor, routine follow-up with MRI is recommended
until the patient shows clinical deterioration or develops a substantial
increase in tumor volume, which can substantially delay their clinical
management and affect survival. DTI and DSC have been shown to be useful in
differentiating PsP from TP. However, most of the studies focused on initial evaluation
and surgical confirmation
1-3. We hypothesized that changes in
physiologically sensitive imaging parameters may also aid in better assessment
of treatment response, especially when surgical biopsy/resection is not clinically
warranted.
METHODS
Thirty
glioblastoma patients (12M/18F, age 24-78) who had completed standard TMZ and
radiation treatment, exhibited new enhancing lesions within six months and with
an equivocal clinical diagnosis of PsP,
partial (mixed) response or TP were included in the study. As the diagnosis was
equivocal, all patients were recommended for a follow-up MRI scan within 4-8
weeks. Both the baseline and follow-up scans included DTI and DSC MRI. Most
patients underwent repeat surgery after the second MRI for determination of PsP
versus TP. Pathological evaluation of the surgical tissue categorized patients
as PsP (n=8) with <25% of tissue exhibiting malignant features and TP (n=11)
with >75% recurrent tumor. Cases with 25-75% recurrent tumor characteristics
were grouped as mixed or partial response (n=6). Additionally, 5 patients demonstrated
decreased contrast enhancement at subsequent follow-up MRI and were thus classified
as PsP at the time of the second MRI for this study. All MRI studies were performed
on a 3T scanner with a 12-channel phased-array head coil. DTI data were
acquired using a single shot spin echo EPI sequence with parallel imaging using
GRAPPA (acceleration factor = 2); TR/TE = 5000/86 ms, NEX = 3, FOV = 22 × 22 cm
2, b = 1000
s/mm
2, number of diffusion weighting directions = 30, in-plane
resolution = 1.72 × 1.72 × 3 mm
3. DSC T2* weighted gradient-echo echo planar images were obtained using the following
parameters: TR/TE
= 2000/45 ms, FOV = 22 × 22 cm
2, in-plane resolution = 1.72 × 1.72 × 3 mm
3, and 20 slices
covering the brain. MD and FA maps were computed using in house software.
Leakage corrected CBV maps were generated using
Nordic ICE (Nordic Imaging Lab). Contrast-enhanced T1 weighted images, FLAIR, CBV
and DTI maps were co-registered and a semi-automated segmentation routine
was used to segment the contrast-enhancing ROI. The median MD, FA, rCBV values from this ROI were
used to analyze the data. The 90th percentile rCBV values were also
measured to compute maximum rCBV (rCBV
max). To evaluate changes in
MRI parameters between the two studies, percent changes between the first and
the second scan were calculated as (2
nd – 1
st)/1
st
× 100. A pair-wise comparison between the PsP, TP and mixed response was
performed for each parameter using a Mann-Whitney U test. Receiver operative
characteristic (ROC) analysis was employed to determine the best predictor.
RESULTS
Representative MD, FA and CBV images
from a patient at baseline (1
st) and follow-up (2
nd)
study are shown in Fig.1. The percent changes in MD, FA, median rCBV and rCBV
max between the baseline and follow-up scans are shown
in Fig. 2. The difference in the percent change in median rCBV and rCBVmax
values was significantly higher in TP compared with PsP (p<0.05). Patients
with mixed response showed similar trend as PsP, with a small insignificant
decrease in median rCBV and rCBVmax. None of the DTI parameters showed
any significant changes between groups. ROC analysis revealed that the change
in rCBVmax was the best predictor for both TP vs non-TP (PsP+mixed)
with AUC 0.78, a very high specificity (100%) but a low sensitivity of 46%.
Using the change in rCBVmax as a parameter to evaluate patients with PsP from
TP or mixed response showed an AUC of 0.69 with a low sensitivity of 46% but
again with a very high specificity of 94%.
DISCUSSION
A significant increase in rCBV of up to 25% in
TP patients within 4-8 weeks after initial scan, despite no apparent changes in
tumor volume or contrast enhancement, indicates a rapid
increase in vascular volume suggestive of aggressive tumor phenotype and
increased angiogenesis
4, 5. On the
other hand, relatively unchanged rCBV values or a slight decrease in rCBV
reflects vascular trimming reflective of treatment response in patients with
PsP or mixed response. While a slight decrease in MD (reflective of higher cell
density) was noted in TP patients compared to PsP and mixed response, these
changes were not significant indicating limited use of DTI, probably due to
tumor heterogeneity.
CONCLUSION
These findings
indicate that monitoring changes in rCBV may
aid in differentiating PsP from TP, however, these findings need to be
validated in a larger patient cohort.
Acknowledgements
This work was supported by NIH grant 1R21CA170284.References
1. Wang S, et al. AJNR
2015 epub. 2. Prager AJ, et al. AJNR, 2015 epub. 3.Kong DS, et al. AJNR 2011;
32:382. 4.Mangla R, et al. Radiology 2010; 256: 575.
5. Boxerman JL, et al. Am
J Clin Oncol. 2014 epub.