Yue Cao1,2, Daniel Wahl1, Priyanka Pramanik1, Michelle Kim1, Theodore S Lawrence1, and Hemant Parmar2
1Radiaiton Oncology, University of Michigan, Ann Arbor, MI, United States, 2Radiology, University of Michigan, Ann Arbor, MI, United States
Synopsis
It is a
challenge to differentiate non-enhanced components of glioblastoma (GBM) from
edema and normal tissue using conventional MRI.
The ill-differentiation could lead to inadequate treatment for GBM by surgery
and radiation therapy. This study evaluated
the enhanced and non-enhanced hypercellular volume (HCV) of GBM identified by
high b-value diffusion weighted (DW) imaging with gross tumor volume defined on
post-Gd T1 weighted images, abnormality volume on T2 FLAIR images, high dose
coverage planned according to conventional MRI, and progression. This study found that the HCV was an aggressive
component of GBM and predicted progression free survival.Introduction
It
is a challenge to differentiate non-enhanced components of glioblastoma (GBM)
from edema and normal tissue using conventional MRI, including diffusion
weighted imaging with b-value of 1000 s/mm
2 or less. An ill-differentiation between non-enhanced
tumor from edema and normal tissue could lead to inadequate treatment for GBM
by surgery and radiation therapy. This
study aimed to develop a method to identify the hypercellular component of GBM using
high b-value diffusion weighted (DW) imaging, and investigate its relationship
to gross tumor volume defined on post-Gd T1 weighted images (GTV_Gd) and abnormality
volume on T2 FLAIR images (AV_FLAIR). Also,
the clinical values of the HCV for tumor target definition of radiation therapy
and for prediction of outcomes were assessed.
Methods
Forty
patients (median age: 54 years) with newly diagnosed GBM were included in this
IRB approved study. All patients had MRI scans prior to concurrent chemoradiation
therapy (CRT). All scans were acquired
on a 3T scanner (Skyra, Siemens). DW
images were acquired in 3 orthogonal directions with b-values of 0, 1000, and
3000 s/mm
2. Target definition
for radiation treatment was based upon post-contrast T1-weighted and T2 FLAIR images
according to the ASTRO guideline.
The hypercellularity volume (HCV) of GBM was defined on the high b-value
(3000) DW images by suppressing fluid, edema, grey matter, and white matter to an
extent. An intensity threshold (mean
intensity + 2SD) obtained from a VOI in normal appearing tissue and contralateral
to the tumor was used to determine the HCV in each individual patient. After co-registration of DW, FLAIR and
post-contrast T1-weighted images pre RT, planned dose volumes and MRI at
recurrence, spatial overlaps of the HCV with the GTV-Gd, AV-FLAIR, 95%
radiation dose volume (95PDV) and pattern of failure were compared. The predictive value of HCV for progression
free survival (PFS) was analyzed by univariate proportional hazards regression. For 31 of the 40 patients, the image data
have been analyzed and were reported here.
Results
Of the 31
patients, the HCVs varied from 0.1 to 66 cc with a median of 9.3 cc. The HCVs overlapped with the GTVs-Gd from 3%
to 98% (a median of 68%), indicating that large portions of the HCVs were
non-enhanced. The HCVs were much smaller than abnormality volumes defined on T2
FLAIR (a median of 70 cc and ranged from 17.8 to 359.8 cc), but extended beyond
the AV_FLAIRs in 6 patients. The 95% prescribed radiation dose volumes did
not cover the HCVs completely, and in 6 patients the uncovered HCVs were
greater than 1 cc, ranging from 1 cc to 25cc (Fig 1). For the
first 21 patients who have been followuped more than 18months after RT, 15 had
tumor progression. The pre-RT HCV and
non-enhanced HCV were significant negative prognostic indicators for PFS (p<0.002 and
p<0.01, respectively). The portion of
the HCV that was not covered by the 95PDV was also a significant predictor for PFS (p<0.05).
Conclusion
High
b-value DW imaging could provide a means to extract the hypercellularity
components of GBM and aid in target definition for surgery and RT. The HCV identified by high b-value diffusion
weighted imaging could be an aggressive component of GBM. An intensified treatment of HCV could prolong
the time for progression. Using FLAIR images to define CTV could over-treat
brain tissue and cause toxicity (Fig 2). Further follow-ups and evaluations with
pattern of failure and clinical outcomes are ongoing.
Acknowledgements
This study is supported in part by NIH/NINDS/NCI RO1 NS064973 (Cao)References
No reference found.