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Abstract #0937

NEXI for the quantification of human gray matter microstructure on a clinical MRI scanner

Quentin Uhl1,2, Tommaso Pavan1,2, Thorsten Feiweier3, Gian Franco Piredda4,5, Sune N. Jespersen6, and Ileana Jelescu1,2
1Department of Radiology, CHUV, Lausanne, Switzerland, 2UNIL, Lausanne, Switzerland, 3Siemens Healthcare GmbH, Erlangen, Germany, 4Advanced Clinical Imaging Technology, Siemens Healthineers International AG, Lausanne, Switzerland, 5CIBM Center for Biomedical Imaging, Geneva, Switzerland, 6Center of Functionally Integrative Neuroscience (CFIN) & MINDLab, Department of Clinical Medicine, Aarhus University, Aarhus, Denmark

Synopsis

Keywords: Microstructure, Diffusion/other diffusion imaging techniques, Diffusion modeling, Quantitative imaging, Tissue characterization

Motivation: This study assesses the Neurite Exchange Imaging (NEXI) microstructure model in human cortex using clinical MRI data, addressing the model's clinical applicability.

Goal(s): How meaningful, robust, and reproducible are microstructural properties in the human cortex estimated using the NEXI diffusion model on clinical data?

Approach: Scan-rescan clinical data from six volunteers were collected and processed. NEXI was estimated and compared to expected cortical distributions and to the myelin water fraction distribution.

Results: NEXI provided robust, biologically plausible results and maintained inter-subject sensitivity and intra-subject reproducibility. A significant correlation between exchange time and myelin water fraction supports the relationship between membrane permeability and myelination.

Impact: We successfully estimate the Neurite Exchange Imaging (NEXI) model on clinical MRI data and report a strong correlation between the estimated exchange time, a proxy for membrane permeability, and the Myelin Water Fraction in the human cortex.

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Keywords