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MR fingerprinting as a diagnostic tool in patients with frontotemporal lobe degeneration: A pilot study
Vera Catharina Keil1, Stilyana Peteva Bakoeva1, Alina Jurcoane1,2
1Department of Radiology, University Hospital Bonn, Venusberg Campus 1, Bonn, Germany.
Abstract:
Several very rare forms of dementia are associated with characteristic focal atrophy predominantly of the frontal and/or temporal lobes and currently lack imaging solutions to monitor disease. Magnetic resonance fingerprinting (MRF) is a recently developed technique providing quantitative relaxivity maps and images with various tissue contrasts out of a single sequence acquisition. This pilot study explores the utility of MRF-based T1 and T2 mapping to discover focal differences in relaxation times between patients with frontotemporal lobe degenerative dementia and healthy controls. 8 patients and 30 healthy controls underwent a 3 T MRI including an axial 2D spoiled gradient echo MRF sequence. T1 and T2 relaxation maps were generated based on an extended phase graphs algorithm-founded dictionary involving inner product pattern matching. A region of interest (ROI)-based analysis of T1 and T2 relaxation times was performed with FSL and ITK-SNAP. Depending on the brain region analyzed, T1 relaxation times were up to 10.28% longer in patients than in controls reaching significant differences in cortical gray matter (P = .047) and global white matter (P = .023) as well as in both hippocampi (P = .001 left; P = .027 right). T2 relaxation times were similarly longer in the hippocampus by up to 19.18% in patients compared with controls. The clinically most affected patient had the most control-deviant relaxation times. There was a strong correlation of T1 relaxation time in the amygdala with duration of the clinically manifest disease (Spearman Rho = .94; P = .001) and of T1 relaxation times in the left hippocampus with disease severity (Rho = .90, P = .002). In conclusion, MRF-based relaxometry is a promising and time-saving new MRI tool to study focal cerebral alterations and identify patients with frontotemporal lobe degeneration. To validate the results of this pilot study, MRF is worth further exploration as a diagnostic tool in neurodegenerative diseases.
Insights
Magnetic resonance fingerprinting (MRF) shows potential for diagnosing frontotemporal lobe degeneration by detecting differences in brain relaxation times. This new MRI technique may help monitor disease progression and identify affected individuals.
Area of Science:
- Neuroimaging
- Radiology
- Biophysics
Background:
- Frontotemporal lobe degeneration (FTLD) is a group of rare dementias characterized by focal brain atrophy.
- Current imaging techniques struggle to monitor disease progression in FTLD.
- Magnetic Resonance Fingerprinting (MRF) offers quantitative imaging with multiple contrasts from a single sequence.
Purpose of the Study:
- To explore the utility of MRF-based T1 and T2 mapping for detecting focal differences in relaxation times.
- To compare MRF-derived relaxation times between FTLD patients and healthy controls.
- To assess MRF's potential as a diagnostic tool for FTLD.
Main Methods:
- A pilot study involving 8 FTLD patients and 30 healthy controls.
- Acquisition of 3 Tesla MRI data using an axial 2D spoiled gradient echo MRF sequence.
- Generation of T1 and T2 relaxation maps using an extended phase graphs algorithm and dictionary-based pattern matching.
- Region of interest (ROI) analysis of relaxation times using FSL and ITK-SNAP.
Main Results:
- FTLD patients exhibited longer T1 relaxation times in cortical gray matter, white matter, and hippocampi compared to controls.
- T2 relaxation times were significantly longer in the hippocampi of patients.
- Strong correlations were found between T1 relaxation times in the amygdala and disease duration, and in the left hippocampus and disease severity.
- The most clinically affected patient displayed the most pronounced deviations in relaxation times.
Conclusions:
- MRF-based relaxometry is a promising, time-efficient MRI tool for studying focal brain alterations in FTLD.
- MRF demonstrates potential for identifying patients with frontotemporal lobe degeneration.
- Further research is warranted to validate MRF as a diagnostic tool for neurodegenerative diseases.
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