Magnetic Susceptibility Source Separation Solely from Gradient Echo Data: Histological Validation.

TitleMagnetic Susceptibility Source Separation Solely from Gradient Echo Data: Histological Validation.
Publication TypeJournal Article
Year of Publication2022
AuthorsDimov AV, Gillen KM, Nguyen TD, Kang J, Sharma R, Pitt D, Gauthier SA, Wang Y
JournalTomography
Volume8
Issue3
Pagination1544-1551
Date Published2022 Jun 14
ISSN2379-139X
KeywordsHumans, Image Interpretation, Computer-Assisted, Iron, Magnetic Resonance Imaging, Multiple Sclerosis, White Matter
Abstract

Quantitative susceptibility mapping (QSM) facilitates mapping of the bulk magnetic susceptibility of tissue from the phase of complex gradient echo (GRE) MRI data. QSM phase processing combined with an R2* model of magnitude of multiecho gradient echo data (R2*QSM) allows separation of dia- and para-magnetic components (e.g., myelin and iron) that contribute constructively to R2* value but destructively to the QSM value of a voxel. This R2*QSM technique is validated against quantitative histology—optical density of myelin basic protein and Perls’ iron histological stains of rim and core of 10 ex vivo multiple sclerosis lesions, as well as neighboring normal appearing white matter. We found that R2*QSM source maps are in good qualitative agreement with histology, e.g., showing increased iron concentration at the edge of the rim+ lesions and myelin loss in the lesions’ core. Furthermore, our results indicate statistically significant correlation between paramagnetic and diamagnetic tissue components estimated with R2*QSM and optical densities of Perls’ and MPB stains. These findings provide direct support for the use of R2*QSM magnetic source separation based solely on GRE complex data to characterize MS lesion composition.

DOI10.3390/tomography8030127
Alternate JournalTomography
PubMed ID35736875
PubMed Central IDPMC9228115
Grant ListRR-1602-07671 / MSS_ / Multiple Sclerosis Society / United Kingdom
UL1 TR001863 / TR / NCATS NIH HHS / United States
R01NS095562 / NH / NIH HHS / United States
R01 NS102267 / NS / NINDS NIH HHS / United States
R01 NS105144 / NS / NINDS NIH HHS / United States
R21 AG067466 / AG / NIA NIH HHS / United States
R01NS105144 / NH / NIH HHS / United States
R01 NS095562 / NS / NINDS NIH HHS / United States
S10OD021782 / NH / NIH HHS / United States
S10 OD021782 / OD / NIH HHS / United States
R21AG067466 / NH / NIH HHS / United States

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