Visualization of iron-rich subcortical structures in non-human primates in vivo by quantitative susceptibility mapping at 3T MRI

Magnetic resonance imaging (MRI) is now an essential tool in the field of neuroscience involving non-human primates (NHP). Structural MRI scanning using T1-weighted (T1w) or T2-weighted (T2w) images provides anatomical information, particularly for experiments involving deep structures such as the b...

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Main Authors: Atsushi Yoshida, Frank Q. Ye, David K. Yu, David A. Leopold, Okihide Hikosaka
Format: Article
Language:English
Published: Elsevier 2021-11-01
Series:NeuroImage
Subjects:
MRI
QSM
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811921007047
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spelling doaj-173f4ed1d9b54a4c91d23f156b24ab2e2021-09-05T04:39:38ZengElsevierNeuroImage1095-95722021-11-01241118429Visualization of iron-rich subcortical structures in non-human primates in vivo by quantitative susceptibility mapping at 3T MRIAtsushi Yoshida0Frank Q. Ye1David K. Yu2David A. Leopold3Okihide Hikosaka4Laboratory of Sensorimotor Research, National Eye Institute, National Institutes of Health, Bethesda, MD 20892, United States; Corresponding author.Neurophysiology Imaging Facility, National Institute of Mental Health, National Institute for Neurological Disorders and Stroke, National Eye Institute, National Institutes of Health, Bethesda, MD 20892, United StatesNeurophysiology Imaging Facility, National Institute of Mental Health, National Institute for Neurological Disorders and Stroke, National Eye Institute, National Institutes of Health, Bethesda, MD 20892, United StatesNeurophysiology Imaging Facility, National Institute of Mental Health, National Institute for Neurological Disorders and Stroke, National Eye Institute, National Institutes of Health, Bethesda, MD 20892, United States; Laboratory of Neuropsychology, National Institute of Mental Health, National Institutes of Health, Bethesda, MD 20892, United StatesLaboratory of Sensorimotor Research, National Eye Institute, National Institutes of Health, Bethesda, MD 20892, United StatesMagnetic resonance imaging (MRI) is now an essential tool in the field of neuroscience involving non-human primates (NHP). Structural MRI scanning using T1-weighted (T1w) or T2-weighted (T2w) images provides anatomical information, particularly for experiments involving deep structures such as the basal ganglia and cerebellum. However, for certain subcortical structures, T1w and T2w image contrasts are insufficient for their detection of important anatomical details. To better visualize such structures in the macaque brain, we applied a relatively new method called quantitative susceptibility mapping (QSM), which enhances tissue contrast based on the local tissue magnetic susceptibility. The QSM significantly improved the visualization of important structures, including the ventral pallidum (VP), globus pallidus external and internal segments (GPe and GPi), substantia nigra (SN), subthalamic nucleus (STN) in the basal ganglia and the dentate nucleus (DN) in the cerebellum. We quantified this the contrast enhancement by systematically comparing of contrast-to-noise ratios (CNRs) of QSM images relative to the corresponding T1w and T2w images. In addition, QSM values of some structures were correlated to the age of the macaque subjects. These results identify the QSM method as a straightforward and useful tool for clearly visualizing details of subcortical structures that are invisible with more traditional scanning sequences.http://www.sciencedirect.com/science/article/pii/S1053811921007047Non-human primateMacaque monkeyMRIQSMMagnetic susceptibility
collection DOAJ
language English
format Article
sources DOAJ
author Atsushi Yoshida
Frank Q. Ye
David K. Yu
David A. Leopold
Okihide Hikosaka
spellingShingle Atsushi Yoshida
Frank Q. Ye
David K. Yu
David A. Leopold
Okihide Hikosaka
Visualization of iron-rich subcortical structures in non-human primates in vivo by quantitative susceptibility mapping at 3T MRI
NeuroImage
Non-human primate
Macaque monkey
MRI
QSM
Magnetic susceptibility
author_facet Atsushi Yoshida
Frank Q. Ye
David K. Yu
David A. Leopold
Okihide Hikosaka
author_sort Atsushi Yoshida
title Visualization of iron-rich subcortical structures in non-human primates in vivo by quantitative susceptibility mapping at 3T MRI
title_short Visualization of iron-rich subcortical structures in non-human primates in vivo by quantitative susceptibility mapping at 3T MRI
title_full Visualization of iron-rich subcortical structures in non-human primates in vivo by quantitative susceptibility mapping at 3T MRI
title_fullStr Visualization of iron-rich subcortical structures in non-human primates in vivo by quantitative susceptibility mapping at 3T MRI
title_full_unstemmed Visualization of iron-rich subcortical structures in non-human primates in vivo by quantitative susceptibility mapping at 3T MRI
title_sort visualization of iron-rich subcortical structures in non-human primates in vivo by quantitative susceptibility mapping at 3t mri
publisher Elsevier
series NeuroImage
issn 1095-9572
publishDate 2021-11-01
description Magnetic resonance imaging (MRI) is now an essential tool in the field of neuroscience involving non-human primates (NHP). Structural MRI scanning using T1-weighted (T1w) or T2-weighted (T2w) images provides anatomical information, particularly for experiments involving deep structures such as the basal ganglia and cerebellum. However, for certain subcortical structures, T1w and T2w image contrasts are insufficient for their detection of important anatomical details. To better visualize such structures in the macaque brain, we applied a relatively new method called quantitative susceptibility mapping (QSM), which enhances tissue contrast based on the local tissue magnetic susceptibility. The QSM significantly improved the visualization of important structures, including the ventral pallidum (VP), globus pallidus external and internal segments (GPe and GPi), substantia nigra (SN), subthalamic nucleus (STN) in the basal ganglia and the dentate nucleus (DN) in the cerebellum. We quantified this the contrast enhancement by systematically comparing of contrast-to-noise ratios (CNRs) of QSM images relative to the corresponding T1w and T2w images. In addition, QSM values of some structures were correlated to the age of the macaque subjects. These results identify the QSM method as a straightforward and useful tool for clearly visualizing details of subcortical structures that are invisible with more traditional scanning sequences.
topic Non-human primate
Macaque monkey
MRI
QSM
Magnetic susceptibility
url http://www.sciencedirect.com/science/article/pii/S1053811921007047
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