Paola Scifo1, Maurizio Barbera2, Federico Fallanca1, Antonella Castellano2, Paola Mapelli1, Valentino Bettinardi1, Annarita Savi1, Riccardo Rigamonti1, Andrea Falini2, Luigi Gianolli1, Maria Picchio1,3, and Nicoletta Anzalone2
1Nuclear Medicine, IRCCS San Raffaele Scientific Institute, Milan, Italy, 2Neuroradiology and CERMAC, VIta-Salute University, IRCCS San Raffaele Scientific Institute, Milan, Italy, 3Vita-Salute San Raffaele University, Milan, Italy
Synopsis
Simultaneous PET/MRI offers a unique
opportunity to investigate the relationship between concurrent phenomena
measured by MET-PET and PWI-MR at the same physiological condition. Although
11C-Methionine uptake and perfusion are tightly coupled, it is not clear
whether tumor regions (VOIs) defined by PWI and MET are overlapped and how the
values of the corresponding parametric maps are distributed within each VOI.
This preliminary work aims at studying the
spatial relationship between PWI-MRI maps and MET-PET in brain tumors using a
fully integrated PET/MRI system.
INTRODUCTION
MRI is the standard imaging technique
for morphological evaluation in patients with cerebral tumors. However, in
follow-up imaging in patients with prior surgery and radiotherapy (RT), the
specificity of MRI may be low because of the presence of treatment-induced
changes. Specifically, multiple enhancing cerebral lesions are frequently seen
on MRI scans soon after combined radiotherapy and high-dose chemotherapy. Such
findings pose a major diagnostic challenge in terms of their differential
diagnosis versus recurrent tumor. PET imaging with 11C-Methionine
(MET-PET), making use of the increased amino acid uptake in most tumors
relative to healthy brain, may improve the detection of areas of progressive
disease. Similarly, advance PWI-MR that reflects tumor angiogenesis
has been shown to increase diagnostic accuracy compared with standard MRI1,2,3.
Simultaneous PET/MRI offers a unique
opportunity to investigate the relationship between concurrent phenomena
measured by MET-PET and PWI-MR at the same physiological condition, and to evaluate
their suitability and complementarity as imaging markers for brain tumors.
Although 11C-Methionine uptake and
perfusion are tightly coupled, it is not clear whether tumor regions (VOIs)
defined by PWI and MET are overlapped and how the values of the corresponding
parametric maps are distributed within each VOI.
This preliminary work aims at
studying the spatial relationship between PWI-MRI maps and MET-PET in brain
tumors using a fully integrated PET/MRI system.METHODS:
Ten patients
(13 lesions – see Table 1) affected by primary or secondary cerebral neoplastic
diseases, characterized by Gd enhancement, underwent a simultaneous 11C-MET PET/MRI
examination on a SIGNA PET/MR system (General Electric Healthcare, Waukesha, WI).
MR protocol included T1w, T2w and Flair volumetric acquisitions, DWI, DCE and
DSC PWI studies with double Gd bolus injections and, finally, a 3D T1w post-contrast
scan, according to a previously described protocol4. Simultaneous MET-PET acquisition has
been collected for 20 minutes on the brain level. ZTE-based attenuation
correction was used to account for the head bone.
After the
assessment of the perfect co-registration of PWI and MET-PET over 3D
post-contrast T1w images, a neuro-radiologist and a nuclear medicine physician defined
manually the segmentation of the lesions using PMOD software. MRI lesions (Gd-VOI)
and PET lesions (PET-VOIs) have been defined on the T1w enhancement and on the PET
images, respectively. The PET-VOIs were used to measure Standardized uptake
value (SUV)max, metabolic tumour volume (MTV) and SUVmean for each lesion
evident on MET. Ktrans, Vp and rCBV maps have been calculated using OLEA
software and the Gd-VOIs have been used to mask Ktrans, Vp and rCBV maps.
DICE coefficient for each lesion of each patient
was calculated to measure the overlap between the corresponding VOIs on PET and
Gd-enhanced MRI. Moreover, the Center of Masses (CoM) of each masked map (Ktrans,
Vp, CBV and MET-PET) have been localized and the distances between Met-PET CoM
and PWI CoMs have been calculated.RESULTS:
11/13 lesions with Gd-enhancement on MRI had also MET uptake (mean
SUVmax: 4,5; range: 2,5-10,8; mean SUVmean: 2,7; range: 1,5-6,5; MTV: 21,7,
range: 0,5-94,6). Figure 1 shows two examples of PET, Gd-T1 MRI and the fusion of the two images in two patients: one with MET-PET (upper panel), and one with negative PET-MET (lower panel). Figure 2 shows an example of PET-VOI, Gd-VOI and the
overlap of the two VOIs in the same patient. PET-VOIs are significantly larger
than Gd-VOIs (median PET-VOI: 47 cc; range 9,9-2499; median Gd-VOI: 33cc; range
4,4–1097). Mean DICE index between PET and Gd-VOIs of the lesions is moderate
(0.58 ± 015). In Figure 3 the 3D distances between the PWI-CoMs and MET-CoMs are shown for all the lesions.DISCUSSION AND CONCLUSIONS:
From
this preliminary spatial location analysis, it is evident that the areas
defined by MET-PET SUV and Gd-MRI characterize different aspects of the tumor
lesions (active lesions within not-enhancing areas and vice-versa) with
moderate overlapping. Moreover, there is no statistical difference between
distances of PWI-CoMs from PET-CoM, although the heterogeneous histology of the
lesions included in this study may have impacted on this result. In conclusion,
our findings indicate that MET-PET and PWI-MR provide complimentary information
on cerebral tumor biology. Further analysis on a wider and more homogeneous
cohort of patients will be useful to deeply investigate these potentially
relevant aspects of recurrent brain lesions.Acknowledgements
No acknowledgement found.References
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