Graziella Donatelli1,2, Gianmichele Migaleddu1, Matteo Cencini3, Paolo Cecchi1,2, Luca Peretti3,4, Claudio D'Amelio5, Guido Buonincontri3, Michela Tosetti2,3, Mirco Cosottini5, and Mauro Costagli3,6
1Neuroradiology Unit, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy, 2IMAGO 7 Research Foundation, Pisa, Italy, 3Laboratory of Medical Physics and Magnetic Resonance, IRCCS Stella Maris, Pisa, Italy, 4University of Pisa, Pisa, Italy, 5Neuroradiology Unit, University of Pisa, Pisa, Italy, 6DINOGMI, University of Genoa, Genoa, Italy
Synopsis
Keywords: Head & Neck/ENT, Contrast Agent
Contrast enhancement, a marker of
blood-brain barrier breakdown and active inflammation, provides crucial
information in brain disease. Quantitative Transient Imaging (QTI) enables
robust quantitative T1, T2 and PD mapping. 30 patients with brain tumors,
multiple sclerosis and limbic encephalitis underwent a 3T-MRI brain exam which
included conventional T1-weighted and QTI sequences acquired before and after
contrast media administration. Synthetic T1-weighted images were obtained from the
QTI maps. At radiological inspection, all pathological contrast enhancements in
conventional images were visible in the synthetic T1-weighted images obtained from
postcontrast QTI and showed the same patterns of contrast enhancement.
Introduction
Contrast enhancement, a marker of
blood-brain barrier breakdown and active inflammation, provides crucial
information in many brain diseases. Recently, a quantitative MR technique
called Magnetic Resonance Fingerprinting (MRF)1 – and, in particular, the implementation called Quantitative
Transient Imaging (QTI)2 – has shown highly repeatable and reproducible T1, T2 and PD
mapping3. To date, the ability of MRF-derived synthetic images in depicting
brain diseases has not yet been assessed thoroughly. Here we assessed whether
postcontrast 3D QTI-derived synthetic T1-weighted images are able to capture pathological
contrast enhancement in different brain diseases.Methods
This study includes 30 adult patients (aged
54±18 years old, 15 males) who underwent a
3T-MRI exam of the brain with intravenous contrast media administration for
clinical purposes, by using an MR750 scanner (GE Healthcare, Chicago, USA).
- 12 patients had primary malignant
or benign brain tumors;
- 2 had long-term epilepsy-associated
tumors;
- 3 had brain metastasis;
- 11 had inflammatory diseases
including multiple sclerosis, Baló's concentric sclerosis, Susac syndrome and limbic encephalitis;
- 1 patient had multiple
sclerosis and meningioma;
- 1 patient had cavernous
angioma.
Conventional T1-weighted imaging and QTI
were acquired before and after contrast media administration. The MRF sequence
consisted of a 3D steady-state free precession acquisition including an
inversion-prepared variable flip angle pattern for T1/T2 encoding, a 3D spiral
projection k-space trajectory
2,4 for k-space sampling and gradient spoiling to reduce B0 sensitivity
5.
The acquisition had TE/TR=0.5/8.5ms, FOV=225mm, matrix size=200x200x200 and
covered the whole head in 7 minutes. Quantitative maps of T1, T2 and proton
density (PD) with isotropic spatial resolution of 1.1×1.1×1.1mm
3 were
inferred from the acquired data using a neural network trained with a
pre-computed dictionary of MR signal evolutions
2. Synthetic
T1-weighted images were obtained from each QTI dataset with image intensity
I = PD*(1-e-TR/T1)
by using PySynthMRI software
6 and choosing TR=113ms. Then, conventional and synthetic images were
separately visually assessed for the presence of possible pathological contrast
enhancements.
Results
At radiological inspection of conventional
images, 18 patients had contrast enhancing lesions. Eight patients had primary
malignant brain tumors, 2 had meningiomas, 3 had brain metastasis (8 enhancing
lesions overall), 4 had multiple sclerosis (16 enhancing demyelinating lesions
overall) and 1 had limbic encephalitis. All pathological contrast enhancements
in conventional images were visible in the synthetic T1-weighted images
obtained from postcontrast QTI maps and showed the same patterns of contrast
enhancement: homogeneous, non-homogeneous, gyriform or ring-like. Figures 1-5
show representative cases of each disease group with contrast enhancing lesions.Conclusion
Synthetic T1-weighted images obtained from
post-contrast QTI maps are able to show pathological contrast enhancement in a
wide range of brain diseases.Acknowledgements
This study was funded by the Italian Ministry of Health and co-funded by the Health-Service of Tuscany (grant: GR-2016-02361693).References
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