Magnetization transfer weighted EPI facilitates cortical depth determination in native fMRI space

The increased availability of ultra-high field scanners provides an opportunity to perform fMRI at sub-millimeter spatial scales and enables in vivo probing of laminar function in the human brain. In most previous studies, the definition of cortical layers, or depths, is based on an anatomical refer...

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Main Authors: Yuhui Chai, Linqing Li, Yicun Wang, Laurentius Huber, Benedikt A. Poser, Jeff Duyn, Peter A. Bandettini
Format: Article
Language:English
Published: Elsevier 2021-11-01
Series:NeuroImage
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811921007291
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spelling doaj-9d8e41b68dea411d8fc5779fcaac8e772021-09-05T04:39:45ZengElsevierNeuroImage1095-95722021-11-01242118455Magnetization transfer weighted EPI facilitates cortical depth determination in native fMRI spaceYuhui Chai0Linqing Li1Yicun Wang2Laurentius Huber3Benedikt A. Poser4Jeff Duyn5Peter A. Bandettini6Section on Functional Imaging Methods, Laboratory of Brain and Cognition, NIMH, NIH, Bethesda 20892, MD, United States; Corresponding author.Functional MRI Core, NIMH, NIH, Bethesda, MD, United StatesAdvanced MRI Section, Laboratory of Functional and Molecular Imaging, NINDS, NIH, Bethesda, MD, United StatesMaastricht Brain Imaging Center, Faculty of Psychology and Neuroscience, University of Maastricht, the NetherlandsMaastricht Brain Imaging Center, Faculty of Psychology and Neuroscience, University of Maastricht, the NetherlandsAdvanced MRI Section, Laboratory of Functional and Molecular Imaging, NINDS, NIH, Bethesda, MD, United StatesSection on Functional Imaging Methods, Laboratory of Brain and Cognition, NIMH, NIH, Bethesda 20892, MD, United States; Functional MRI Core, NIMH, NIH, Bethesda, MD, United StatesThe increased availability of ultra-high field scanners provides an opportunity to perform fMRI at sub-millimeter spatial scales and enables in vivo probing of laminar function in the human brain. In most previous studies, the definition of cortical layers, or depths, is based on an anatomical reference image that is collected by a different acquisition sequence and exhibits different geometric distortion compared to the functional images. Here, we propose to generate the anatomical image with the fMRI acquisition technique by incorporating magnetization transfer (MT) weighted imaging. Small flip angle binomial pulse trains are used as MT preparation, with a flexible duration (several to tens of milliseconds), which can be applied before each EPI segment without constraining the acquisition length (segment or slice number). The method's feasibility was demonstrated at 7T for coverage of either a small slab or the near-whole brain at 0.8 mm isotropic resolution. Tissue contrast was found to be similar to that obtained with a state-of-art anatomical reference based on MP2RAGE. This MT-weighted EPI image allows an automatic reconstruction of the cortical surface to support laminar analysis in native fMRI space, obviating the need for distortion correction and registration.http://www.sciencedirect.com/science/article/pii/S1053811921007291Cortical layerLaminarLayerDepthfMRIMagnetization transfer
collection DOAJ
language English
format Article
sources DOAJ
author Yuhui Chai
Linqing Li
Yicun Wang
Laurentius Huber
Benedikt A. Poser
Jeff Duyn
Peter A. Bandettini
spellingShingle Yuhui Chai
Linqing Li
Yicun Wang
Laurentius Huber
Benedikt A. Poser
Jeff Duyn
Peter A. Bandettini
Magnetization transfer weighted EPI facilitates cortical depth determination in native fMRI space
NeuroImage
Cortical layer
Laminar
Layer
Depth
fMRI
Magnetization transfer
author_facet Yuhui Chai
Linqing Li
Yicun Wang
Laurentius Huber
Benedikt A. Poser
Jeff Duyn
Peter A. Bandettini
author_sort Yuhui Chai
title Magnetization transfer weighted EPI facilitates cortical depth determination in native fMRI space
title_short Magnetization transfer weighted EPI facilitates cortical depth determination in native fMRI space
title_full Magnetization transfer weighted EPI facilitates cortical depth determination in native fMRI space
title_fullStr Magnetization transfer weighted EPI facilitates cortical depth determination in native fMRI space
title_full_unstemmed Magnetization transfer weighted EPI facilitates cortical depth determination in native fMRI space
title_sort magnetization transfer weighted epi facilitates cortical depth determination in native fmri space
publisher Elsevier
series NeuroImage
issn 1095-9572
publishDate 2021-11-01
description The increased availability of ultra-high field scanners provides an opportunity to perform fMRI at sub-millimeter spatial scales and enables in vivo probing of laminar function in the human brain. In most previous studies, the definition of cortical layers, or depths, is based on an anatomical reference image that is collected by a different acquisition sequence and exhibits different geometric distortion compared to the functional images. Here, we propose to generate the anatomical image with the fMRI acquisition technique by incorporating magnetization transfer (MT) weighted imaging. Small flip angle binomial pulse trains are used as MT preparation, with a flexible duration (several to tens of milliseconds), which can be applied before each EPI segment without constraining the acquisition length (segment or slice number). The method's feasibility was demonstrated at 7T for coverage of either a small slab or the near-whole brain at 0.8 mm isotropic resolution. Tissue contrast was found to be similar to that obtained with a state-of-art anatomical reference based on MP2RAGE. This MT-weighted EPI image allows an automatic reconstruction of the cortical surface to support laminar analysis in native fMRI space, obviating the need for distortion correction and registration.
topic Cortical layer
Laminar
Layer
Depth
fMRI
Magnetization transfer
url http://www.sciencedirect.com/science/article/pii/S1053811921007291
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AT laurentiushuber magnetizationtransferweightedepifacilitatescorticaldepthdeterminationinnativefmrispace
AT benediktaposer magnetizationtransferweightedepifacilitatescorticaldepthdeterminationinnativefmrispace
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