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Detection of pathological contrast enhancement with synthetic brain imaging from quantitative multiparametric MRI.
Donatelli, Graziella; Migaleddu, Gianmichele; Cencini, Matteo; Cecchi, Paolo; D'Amelio, Claudio; Peretti, Luca; Buonincontri, Guido; Tosetti, Michela; Costagli, Mauro; Cosottini, Mirco.
Affiliation
  • Donatelli G; Neuroradiology Unit, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy.
  • Migaleddu G; Imago7 Research Foundation, Pisa, Italy.
  • Cencini M; Neuroradiology Unit, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy.
  • Cecchi P; Pisa Division, National Institute for Nuclear Physics (INFN), Pisa, Italy.
  • D'Amelio C; Neuroradiology Unit, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy.
  • Peretti L; Imago7 Research Foundation, Pisa, Italy.
  • Buonincontri G; Neuroradiology Unit, Department of Translational Research on New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy.
  • Tosetti M; Imago7 Research Foundation, Pisa, Italy.
  • Costagli M; Laboratory of Medical Physics and Magnetic Resonance, IRCCS Fondazione Stella Maris, Pisa, Italy.
  • Cosottini M; Laboratory of Medical Physics and Magnetic Resonance, IRCCS Fondazione Stella Maris, Pisa, Italy.
J Neuroimaging ; 34(4): 475-485, 2024.
Article in En | MEDLINE | ID: mdl-38590085
ABSTRACT
BACKGROUND AND

PURPOSE:

We aimed to test whether synthetic T1-weighted imaging derived from a post-contrast Quantitative Transient-state Imaging (QTI) acquisition enabled revealing pathological contrast enhancement in intracranial lesions.

METHODS:

The analysis included 141 patients who underwent a 3 Tesla-MRI brain exam with intravenous contrast media administration, with the post-contrast acquisition protocol comprising a three-dimensional fast spoiled gradient echo (FSPGR) sequence and a QTI acquisition. Synthetic T1-weighted images were generated from QTI-derived quantitative maps of relaxation times and proton density. Two neuroradiologists assessed synthetic and conventional post-contrast T1-weighted images for the presence and pattern of pathological contrast enhancement in intracranial lesions. Enhancement volumes were quantitatively compared.

RESULTS:

Using conventional imaging as a reference, synthetic T1-weighted imaging was 93% sensitive in revealing the presence of contrast enhancing lesions. The agreement for the presence/absence of contrast enhancement was almost perfect both between readers (k = 1 for both conventional and synthetic imaging) and between sequences (k = 0.98 for both readers). In 91% of lesions, synthetic T1-weighted imaging showed the same pattern of contrast enhancement visible in conventional imaging. Differences in enhancement pattern in the remaining lesions can be due to the lower spatial resolution and the longer acquisition delay from contrast media administration of QTI compared to FSPGR. Overall, enhancement volumes appeared larger in synthetic imaging.

CONCLUSIONS:

QTI-derived post-contrast synthetic T1-weighted imaging captures pathological contrast enhancement in most intracranial enhancing lesions. Further comparative studies employing quantitative imaging with higher spatial resolution is needed to support our data and explore possible future applications in clinical trials.
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Brain / Contrast Media / Multiparametric Magnetic Resonance Imaging Limits: Adolescent / Adult / Aged / Aged80 / Female / Humans / Male / Middle aged Language: En Journal: J Neuroimaging Journal subject: DIAGNOSTICO POR IMAGEM / NEUROLOGIA Year: 2024 Document type: Article Affiliation country: Italia

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Brain / Contrast Media / Multiparametric Magnetic Resonance Imaging Limits: Adolescent / Adult / Aged / Aged80 / Female / Humans / Male / Middle aged Language: En Journal: J Neuroimaging Journal subject: DIAGNOSTICO POR IMAGEM / NEUROLOGIA Year: 2024 Document type: Article Affiliation country: Italia