Synopsis
Invivo MR anatomy, diffusion, perfusion, and
spectroscopy profiles from non-enhancing grade 2 and grade 3 gliomas were
examined by histologic and molecular characteristics associated with clinical
outcome. Patients underwent a pre-surgical 3T MR exam including IRSPGR, FSE, FLAIR,
DWI, MRSI and DSC. For surgical biopsies, histological sub-type, grade, cleaved
caspase-3, MIB-1, Ki67, IDH1R132H, ATRX, p53, and co-deletion of 1p19q were
determined. Overall, molecular characteristics associated with worse clinical
outcome were associated with higher ADC and lower FA, lower nCBV and nPH, and
higher Recov, and higher nLAC.Purpose
In vivo MR anatomy, diffusion, perfusion,
and spectroscopy profiles of 88 biopsy samples from 45 non-enhancing grade 2
and grade 3 gliomas were examined by histologic and molecular characteristics
associated with clinical outcome. In lower-grade gliomas, higher grade, IDH
wild-type, 1p19q intact, p53 mutated and ATRX mutated tumors often have worse
clinical outcomes
1. The goal of this study was to identify MR parameters
associated with these molecular characteristics that are predictive of tumor
aggressiveness or therapeutic response.
Methods
Patients underwent a pre-surgical 3T GE MR
exam with an 8 channel head coil. The MRI examination included T1-weighted
IRSPGR, T2-weighted 3D FSE and/or XETA T2 FLAIR, 6 directional axial Diffusion
Weighted Imaging with b=1000s/mm2; lactate-edited 3D MRSI with PRESS volume
localization; and dynamic susceptibility contrast enhanced Perfusion Weighted
Imaging with a 3- 5ml/s injection of 0.1mmol/kg body weight Gd-DTPA.
During surgery, the locations of biopsy
samples were recorded relative to the FSE image using a surgical nativigation
system. Tissue samples were sectioned and fixed in 4% formalin, dehydrated by
graded ethanols, and embedded in wax for histopathology analysis. Histological sub-type (AS, OA, or OD), grade, cleaved
caspase-3 (CC-3), MIB-1, Ki67, IDH1R132H, ATRX, p53, and co-deletion of 1p19q were
determined by standard pathology and immunohistochemistry and FISH assessment
of tumor tissue samples. In order to compare imaging with histopathological
parameters, 5mm spherical ROIs at biopsy locations were used to calculate the
median imaging value around each biopsy location. The following MRI parameters
were calculated: Diffusion: nADC, eigenvalues (nEVaxial, nEVradial), nFA, Perfusion:
nCBV, recov, and nPeak Height (nph) MRS: nNAA, nCho, nCre, nLac, nLip, Cho/Naa, Cho/Cre.
The effects of histological and molecular tumor characteristics on MRI
parameters were assessed with repeated-measures analyses of variance.
Correlations between imaging and continuous histopathological parameters were evaluated
using Kendall Tau tests.
Diffusion
Results
Grade 3 biopsies had higher nADC than grade
2. IDH1 mutant biopsies had higher nADC, nEVaxial, nEVradial. p53 mutant
biopsies had higher nADC. In grade 3, p53 mutant biopsies had higher nADC and lower
nFA. ATRX mutant biopsies had higher
nADC, nFA, and nEVaxial. Within Grade 3, ATRX mutant biopsies had higher nADC,
nFA, nEVaxial, nEVradial. Overall, with
the exception of IDH mutation which showed the opposite trend, molecular
characteristics associated with worse clinical outcome were associated with
higher ADC and lower FA.
Perfusion
Results
Grade 2 biopsies had higher nCBV and nph. Higher
MIB-1 biopsies had higher Recov. Higher CC-3 biopsies had lower Recov. 1p19q co-deleted
biopsies had higher nCBV and nPH. In Grade 3 biopsies and AS biopsies, 1p19q co-deleted
biopsies had lower Recov and those that were p53 mutant had higher Recov. Overall, molecular characteristics
associated with worse clinical outcome were associated with lower nCBV and nPH,
and higher Recov.
MRS
Results
1p19q co-deleted OD biopsies had lower nLAC.
IDH-1 mutant biopsies had lower nLAC. In Grade 3 IDH-1 mutant biopsies, nLAC
was lower. P53 mutant biopsies had higher nLIP
and nLAC. Overall, molecular
characteristics associated with worse clinical outcome were associated with higher
nLAC.
Conclusion
In our sample of 88 non-enhancing, newly-diagnosed
lower grade glioma biopsies, molecular characteristics associated with poorer
clinical outcome were associated with higher ADC and lower FA. These findings
are in contrast to previous reports, primarily in GBMs, that lower ADC is
associated with worse clinical outcomes
2,3,4. ADC is generally
considered to be a measure of tumor cellularity, because as proliferating tumor
crowds out normal tissue architecture, the diffusion of extracellular water is
abnormally restricted. However, in the current data, the diffusion of water in
the tumor region increased in many of the tumors with molecular characteristics
of aggressiveness and poorer prognosis. Part of this may be due to our study
including exclusively newly-diagnosed, non-enhancing lower grade gliomas, that
still have relatively low tumor cellularity
2. In these tumors ADC may
instead reflect the disruption of neuronal integrity and axonal and glia
microstructure. Similarly, in our sample, molecular characteristics associated
with poorer clinical outcome were associated with lower nCBV. nCBV generally
increases with tumor aggressiveness, as tumor angiogenesis increases in GBMs.
Again, the perfusion results in these exclusively newly-diagnosed,
non-enhancing lower grade gliomas suggests that angiogensis is still relatively
low, and the low perfusion values are reflective of the disruption of normal
microvascular architecture.
Acknowledgements
This work was supported by NIH R01 CA159869 and NIH
P50 CA097257. References
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