Evaluation of Hemodynamic Response Function in Vision and Motor Brain Regions for the Young and Elderly Adults
Introduction: Prior studies comparing Hemodynamic Response Function (HRF) in the young and elderly adults based on fMRI data have reported inconsistent findings for brain vision and motor regions in healthy aging. It is shown that the averaging method employed in all previous works has caused this i...
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| Format: | Article |
| Language: | English |
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Iran University of Medical Sciences
2015-02-01
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| Series: | Basic and Clinical Neuroscience |
| Subjects: | |
| Online Access: | http://bcn.iums.ac.ir/browse.php?a_code=A-10-564-2&slc_lang=en&sid=1 |
| _version_ | 1797282784762396672 |
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| author | Hassan Morsheddost Davud Asemani Mahsa Alizadeh |
| author_facet | Hassan Morsheddost Davud Asemani Mahsa Alizadeh |
| author_sort | Hassan Morsheddost |
| collection | DOAJ |
| description | Introduction: Prior studies comparing Hemodynamic Response Function (HRF) in the young
and elderly adults based on fMRI data have reported inconsistent findings for brain vision and
motor regions in healthy aging. It is shown that the averaging method employed in all previous
works has caused this inconsistency. The averaging is so sensitive to outliers and noise. However,
fMRI data are obscured with a major contribution of noise particularly in the elderly case. Methods: Deconvolution algorithm is here proposed for HRF extraction to achieve more
robustness against noise. In spite of earlier works, proposed deconvolution algorithm yields
compatible HRF results using either original or denoised fMRI data, though a large percentage
of selected active voxels change in the latter case. In the current study, event-related fMRI
data have been used for 18 subjects (8 young and 10 elderly adults) with a simple visual and
motor task of pressing a key with index in response to the visual presentation of the word tap.
Considering anatomically-defined vision and motor regions and preprocessing steps in FSL and
SPM, the activated voxels have been selected according to t-test for which HRF is estimated
using deconvolution method. Results: Experimental results demonstrate that HRF peak amplitudes do not differ significantly
(p=0.8) in the vision region for the young and the elderly. In motor region, the HRF peak
significantly increases for the young compared to the elderly (p<0.03). Repeating the procedure
on the denoised fMRI data using MDL algorithm, the same results have been obtained. Discussion: In this study, a comparative study has been realized on the hemodynamic
response properties associated with the young and the elderly adults on a simple visual
and motor task. |
| first_indexed | 2024-03-07T17:18:25Z |
| format | Article |
| id | doaj.art-afdb7b1f81df4b80a49b90e9759fb240 |
| institution | Directory Open Access Journal |
| issn | 2008-126X 2228-7442 |
| language | English |
| last_indexed | 2024-03-07T17:18:25Z |
| publishDate | 2015-02-01 |
| publisher | Iran University of Medical Sciences |
| record_format | Article |
| series | Basic and Clinical Neuroscience |
| spelling | doaj.art-afdb7b1f81df4b80a49b90e9759fb2402024-03-02T21:26:38ZengIran University of Medical SciencesBasic and Clinical Neuroscience2008-126X2228-74422015-02-01615868Evaluation of Hemodynamic Response Function in Vision and Motor Brain Regions for the Young and Elderly AdultsHassan Morsheddost0Davud Asemani1Mahsa Alizadeh2 KNTU KNTU KNTU Introduction: Prior studies comparing Hemodynamic Response Function (HRF) in the young and elderly adults based on fMRI data have reported inconsistent findings for brain vision and motor regions in healthy aging. It is shown that the averaging method employed in all previous works has caused this inconsistency. The averaging is so sensitive to outliers and noise. However, fMRI data are obscured with a major contribution of noise particularly in the elderly case. Methods: Deconvolution algorithm is here proposed for HRF extraction to achieve more robustness against noise. In spite of earlier works, proposed deconvolution algorithm yields compatible HRF results using either original or denoised fMRI data, though a large percentage of selected active voxels change in the latter case. In the current study, event-related fMRI data have been used for 18 subjects (8 young and 10 elderly adults) with a simple visual and motor task of pressing a key with index in response to the visual presentation of the word tap. Considering anatomically-defined vision and motor regions and preprocessing steps in FSL and SPM, the activated voxels have been selected according to t-test for which HRF is estimated using deconvolution method. Results: Experimental results demonstrate that HRF peak amplitudes do not differ significantly (p=0.8) in the vision region for the young and the elderly. In motor region, the HRF peak significantly increases for the young compared to the elderly (p<0.03). Repeating the procedure on the denoised fMRI data using MDL algorithm, the same results have been obtained. Discussion: In this study, a comparative study has been realized on the hemodynamic response properties associated with the young and the elderly adults on a simple visual and motor task.http://bcn.iums.ac.ir/browse.php?a_code=A-10-564-2&slc_lang=en&sid=1Aging Hemodynamic Response Function fMRI Denoising MDL |
| spellingShingle | Hassan Morsheddost Davud Asemani Mahsa Alizadeh Evaluation of Hemodynamic Response Function in Vision and Motor Brain Regions for the Young and Elderly Adults Basic and Clinical Neuroscience Aging Hemodynamic Response Function fMRI Denoising MDL |
| title | Evaluation of Hemodynamic Response Function in Vision and Motor Brain Regions for the Young and Elderly Adults |
| title_full | Evaluation of Hemodynamic Response Function in Vision and Motor Brain Regions for the Young and Elderly Adults |
| title_fullStr | Evaluation of Hemodynamic Response Function in Vision and Motor Brain Regions for the Young and Elderly Adults |
| title_full_unstemmed | Evaluation of Hemodynamic Response Function in Vision and Motor Brain Regions for the Young and Elderly Adults |
| title_short | Evaluation of Hemodynamic Response Function in Vision and Motor Brain Regions for the Young and Elderly Adults |
| title_sort | evaluation of hemodynamic response function in vision and motor brain regions for the young and elderly adults |
| topic | Aging Hemodynamic Response Function fMRI Denoising MDL |
| url | http://bcn.iums.ac.ir/browse.php?a_code=A-10-564-2&slc_lang=en&sid=1 |
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