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Myelin bilayer mapping in the human brain in vivo

Emily Louise Baadsvik, Markus Weiger, Romain Froidevaux, Christoph Schildknecht, Benjamin Victor Ineichen, Klaas P. Pruessmann

2024Magnetic Resonance in Medicine12 citationsDOIOpen Access PDF

Abstract

PURPOSE: To quantitatively map the myelin lipid-protein bilayer in the live human brain. METHODS: signals with voxel-wise fitting to a three-component signal model. Imaging was performed at 3 T in two healthy volunteers using high-performance RF and gradient hardware and the HYFI sequence. The design of a suitable imaging protocol faced substantial constraints concerning SNR, imaging volume, scan time, and RF power deposition. Model fitting to data acquired using the proposed protocol was made feasible through simulation-based optimization, and filtering was used to condition noise presentation and overall depiction fidelity. RESULTS: A multi-TE protocol (11 TEs of 20-780 μs) for in vivo brain imaging was developed in adherence with applicable safety regulations and practical scan time limits. Data acquired using this protocol produced accurate model fitting results, validating the suitability of the protocol for this purpose. Structured, grainy texture of myelin bilayer maps was observed and determined to be a manifestation of correlated image noise resulting from the employed acquisition strategy. Map quality was significantly improved by filtering to uniformize the k-space noise distribution and simultaneously extending the k-space support. The final myelin bilayer maps provided selective depiction of myelin, reconciling competitive resolution (1.4 mm) with adequate SNR and benign noise texture. CONCLUSION: Using the proposed technique, quantitative maps of the myelin bilayer can be obtained in vivo. These maps offer unique information content with potential applications in basic research, diagnosis, disease monitoring, and drug development.

Topics & Concepts

Computer scienceBilayerNoise (video)VoxelArtificial intelligenceMyelinOrientation (vector space)Protocol (science)Biomedical engineeringMaterials scienceComputer visionPattern recognition (psychology)ChemistryMathematicsImage (mathematics)NeurosciencePathologyMedicineBiologyMembraneAlternative medicineBiochemistryGeometryCentral nervous systemAdvanced Neuroimaging Techniques and ApplicationsNeurogenesis and neuroplasticity mechanismsAdvanced MRI Techniques and Applications
Myelin bilayer mapping in the human brain in vivo | Litcius