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Hemodynamic Scaling of Task-Induced Signal Changes in Tumor Subjects

Background: FMRI signal amplitude can change during stimulus presentation due to underlying neural function and hemodynamic responses limiting the accuracy of fMRI in pre-surgical planning. To account for these changes in fMRI activation signal, we used breath-hold tasks to mimic hemodynamic changes...

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Autores principales: Qiu, Tianming, Hameed, N. U. Farrukh, Lin, Ching-Po, Biswal, Bharat B., Wu, Jinsong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7566414/
https://www.ncbi.nlm.nih.gov/pubmed/33132884
http://dx.doi.org/10.3389/fnhum.2020.569463
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author Qiu, Tianming
Hameed, N. U. Farrukh
Lin, Ching-Po
Biswal, Bharat B.
Wu, Jinsong
author_facet Qiu, Tianming
Hameed, N. U. Farrukh
Lin, Ching-Po
Biswal, Bharat B.
Wu, Jinsong
author_sort Qiu, Tianming
collection PubMed
description Background: FMRI signal amplitude can change during stimulus presentation due to underlying neural function and hemodynamic responses limiting the accuracy of fMRI in pre-surgical planning. To account for these changes in fMRI activation signal, we used breath-hold tasks to mimic hemodynamic changes in brain tumor subjects and scaled the activation response. Methods: Motor and/or language fMRI was performed in 21 subjects with brain tumor. A breath-hold task was also performed in these subjects to obtain the hemodynamic response changes independent of neural changes. The task activation signals were calibrated on a voxel wise basis for all the subjects. Direct cortical stimulation was used to verify the scaled results of task-based fMRI. Results: After scaling for the hemodynamic response function (HRF) on a voxel wise basis, the spatial extent of the scaled activation was more clustered together and appeared to minimize false positives. Similarly, accounting for the underlying canonical HRF, the percentage increase of active voxels after scaling had lower standard non-deviation suggesting that the activation response across voxels were more similar. Conclusion: Although preliminary in nature, this study suggests that the variation in hemodynamic changes can be calibrated using breath-hold in brain tumor subjects and can also be used for other clinical cases where the underlying HRF has been altered.
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spelling pubmed-75664142020-10-30 Hemodynamic Scaling of Task-Induced Signal Changes in Tumor Subjects Qiu, Tianming Hameed, N. U. Farrukh Lin, Ching-Po Biswal, Bharat B. Wu, Jinsong Front Hum Neurosci Human Neuroscience Background: FMRI signal amplitude can change during stimulus presentation due to underlying neural function and hemodynamic responses limiting the accuracy of fMRI in pre-surgical planning. To account for these changes in fMRI activation signal, we used breath-hold tasks to mimic hemodynamic changes in brain tumor subjects and scaled the activation response. Methods: Motor and/or language fMRI was performed in 21 subjects with brain tumor. A breath-hold task was also performed in these subjects to obtain the hemodynamic response changes independent of neural changes. The task activation signals were calibrated on a voxel wise basis for all the subjects. Direct cortical stimulation was used to verify the scaled results of task-based fMRI. Results: After scaling for the hemodynamic response function (HRF) on a voxel wise basis, the spatial extent of the scaled activation was more clustered together and appeared to minimize false positives. Similarly, accounting for the underlying canonical HRF, the percentage increase of active voxels after scaling had lower standard non-deviation suggesting that the activation response across voxels were more similar. Conclusion: Although preliminary in nature, this study suggests that the variation in hemodynamic changes can be calibrated using breath-hold in brain tumor subjects and can also be used for other clinical cases where the underlying HRF has been altered. Frontiers Media S.A. 2020-10-02 /pmc/articles/PMC7566414/ /pubmed/33132884 http://dx.doi.org/10.3389/fnhum.2020.569463 Text en Copyright © 2020 Qiu, Hameed, Lin, Biswal and Wu. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Human Neuroscience
Qiu, Tianming
Hameed, N. U. Farrukh
Lin, Ching-Po
Biswal, Bharat B.
Wu, Jinsong
Hemodynamic Scaling of Task-Induced Signal Changes in Tumor Subjects
title Hemodynamic Scaling of Task-Induced Signal Changes in Tumor Subjects
title_full Hemodynamic Scaling of Task-Induced Signal Changes in Tumor Subjects
title_fullStr Hemodynamic Scaling of Task-Induced Signal Changes in Tumor Subjects
title_full_unstemmed Hemodynamic Scaling of Task-Induced Signal Changes in Tumor Subjects
title_short Hemodynamic Scaling of Task-Induced Signal Changes in Tumor Subjects
title_sort hemodynamic scaling of task-induced signal changes in tumor subjects
topic Human Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7566414/
https://www.ncbi.nlm.nih.gov/pubmed/33132884
http://dx.doi.org/10.3389/fnhum.2020.569463
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