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      Characterization of the hemodynamic response function in white matter tracts for event-related fMRI

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          Abstract

          Accurate estimates of the BOLD hemodynamic response function (HRF) are crucial for the interpretation and analysis of event-related functional MRI data. To date, however, there have been no comprehensive measurements of the HRF in white matter (WM) despite increasing evidence that BOLD signals in WM change after a stimulus. We performed an event-related cognitive task (Stroop color-word interference) to measure the HRF in selected human WM pathways. The task was chosen in order to produce robust, distributed centers of activity throughout the cortex. To measure the HRF in WM, fiber tracts were reconstructed between each pair of activated cortical areas. We observed clear task-specific HRFs with reduced magnitudes, delayed onsets and prolonged initial dips in WM tracts compared with activated grey matter, thus calling for significant changes to current standard models for accurately characterizing the HRFs in WM and for modifications of standard methods of analysis of functional imaging data.

          Abstract

          The hemodynamic response function (HRF) describes how changes in brain activity manifest as a transient signal (BOLD) that is detected by fMRI imaging. Here, the authors show that the HRF in white matter shows reduced magnitudes, delayed onsets, and prolonged initial dips compared to the grey matter HRF.

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          Most cited references32

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          Intrinsic signal changes accompanying sensory stimulation: functional brain mapping with magnetic resonance imaging.

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            Face-specific processing in the human fusiform gyrus.

            The perception of faces is sometimes regarded as a specialized task involving discrete brain regions. In an attempt to identi$ face-specific cortex, we used functional magnetic resonance imaging (fMRI) to measure activation evoked by faces presented in a continuously changing montage of common objects or in a similar montage of nonobjects. Bilateral regions of the posterior fusiform gyrus were activated by faces viewed among nonobjects, but when viewed among objects, faces activated only a focal right fusiform region. To determine whether this focal activation would occur for another category of familiar stimuli, subjects viewed flowers presented among nonobjects and objects. While flowers among nonobjects evoked bilateral fusiform activation, flowers among objects evoked no activation. These results demonstrate that both faces and flowers activate large and partially overlapping regions of inferior extrastriate cortex. A smaller region, located primarily in the right lateral fusiform gyrus, is activated specifically by faces.
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              The anterior cingulate cortex mediates processing selection in the Stroop attentional conflict paradigm.

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                Author and article information

                Contributors
                zhaohua.ding@vanderbilt.edu
                john.gore@vumc.org
                Journal
                Nat Commun
                Nat Commun
                Nature Communications
                Nature Publishing Group UK (London )
                2041-1723
                8 March 2019
                8 March 2019
                2019
                : 10
                : 1140
                Affiliations
                [1 ]ISNI 0000 0001 2264 7217, GRID grid.152326.1, Vanderbilt University Institute of Imaging Science, ; 1161 21st Ave. S, Medical Center North, AA-1105, Nashville, TN 37232 USA
                [2 ]ISNI 0000 0004 1936 9916, GRID grid.412807.8, Department of Radiology and Radiological Sciences, , Vanderbilt University Medical Center, ; 1161 21st Ave. S, Medical Center North, Nashville, TN 37232 USA
                [3 ]ISNI 0000 0001 2264 7217, GRID grid.152326.1, Department of Biomedical Engineering, , Vanderbilt University, ; 2301 Vanderbilt Place, Nashville, TN 37235 USA
                [4 ]ISNI 0000 0001 2264 7217, GRID grid.152326.1, Department of Electrical Engineering and Computer Science, , Vanderbilt University, ; 2301 Vanderbilt Place, Nashville, TN 37235 USA
                Author information
                http://orcid.org/0000-0003-3596-9287
                Article
                9076
                10.1038/s41467-019-09076-2
                6408456
                30850610
                51b58903-50bf-4053-ae10-c4d642718503
                © The Author(s) 2019

                Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.

                History
                : 19 September 2018
                : 12 February 2019
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