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Increased fMRI Sensitivity at Equal Data Burden Using Averaged Shifted Echo Acquisition
There is growing evidence as to the benefits of collecting BOLD fMRI data with increased sampling rates. However, many of the newly developed acquisition techniques developed to collect BOLD data with ultra-short TRs require hardware, software, and non-standard analytic pipelines that may not be acc...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2016
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5120083/ https://www.ncbi.nlm.nih.gov/pubmed/27932947 http://dx.doi.org/10.3389/fnins.2016.00544 |
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author | Witt, Suzanne T. Warntjes, Marcel Engström, Maria |
author_facet | Witt, Suzanne T. Warntjes, Marcel Engström, Maria |
author_sort | Witt, Suzanne T. |
collection | PubMed |
description | There is growing evidence as to the benefits of collecting BOLD fMRI data with increased sampling rates. However, many of the newly developed acquisition techniques developed to collect BOLD data with ultra-short TRs require hardware, software, and non-standard analytic pipelines that may not be accessible to all researchers. We propose to incorporate the method of shifted echo into a standard multi-slice, gradient echo EPI sequence to achieve a higher sampling rate with a TR of <1 s with acceptable spatial resolution. We further propose to incorporate temporal averaging of consecutively acquired EPI volumes to both ameliorate the reduced temporal signal-to-noise inherent in ultra-fast EPI sequences and reduce the data burden. BOLD data were collected from 11 healthy subjects performing a simple, event-related visual-motor task with four different EPI sequences: (1) reference EPI sequence with TR = 1440 ms, (2) shifted echo EPI sequence with TR = 700 ms, (3) shifted echo EPI sequence with every two consecutively acquired EPI volumes averaged and effective TR = 1400 ms, and (4) shifted echo EPI sequence with every four consecutively acquired EPI volumes averaged and effective TR = 2800 ms. Both the temporally averaged sequences exhibited increased temporal signal-to-noise over the shifted echo EPI sequence. The shifted echo sequence with every two EPI volumes averaged also had significantly increased BOLD signal change compared with the other three sequences, while the shifted echo sequence with every four EPI volumes averaged had significantly decreased BOLD signal change compared with the other three sequences. The results indicated that incorporating the method of shifted echo into a standard multi-slice EPI sequence is a viable method for achieving increased sampling rate for collecting event-related BOLD data. Further, consecutively averaging every two consecutively acquired EPI volumes significantly increased the measured BOLD signal change and the subsequently calculated activation map statistics. |
format | Online Article Text |
id | pubmed-5120083 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-51200832016-12-08 Increased fMRI Sensitivity at Equal Data Burden Using Averaged Shifted Echo Acquisition Witt, Suzanne T. Warntjes, Marcel Engström, Maria Front Neurosci Neuroscience There is growing evidence as to the benefits of collecting BOLD fMRI data with increased sampling rates. However, many of the newly developed acquisition techniques developed to collect BOLD data with ultra-short TRs require hardware, software, and non-standard analytic pipelines that may not be accessible to all researchers. We propose to incorporate the method of shifted echo into a standard multi-slice, gradient echo EPI sequence to achieve a higher sampling rate with a TR of <1 s with acceptable spatial resolution. We further propose to incorporate temporal averaging of consecutively acquired EPI volumes to both ameliorate the reduced temporal signal-to-noise inherent in ultra-fast EPI sequences and reduce the data burden. BOLD data were collected from 11 healthy subjects performing a simple, event-related visual-motor task with four different EPI sequences: (1) reference EPI sequence with TR = 1440 ms, (2) shifted echo EPI sequence with TR = 700 ms, (3) shifted echo EPI sequence with every two consecutively acquired EPI volumes averaged and effective TR = 1400 ms, and (4) shifted echo EPI sequence with every four consecutively acquired EPI volumes averaged and effective TR = 2800 ms. Both the temporally averaged sequences exhibited increased temporal signal-to-noise over the shifted echo EPI sequence. The shifted echo sequence with every two EPI volumes averaged also had significantly increased BOLD signal change compared with the other three sequences, while the shifted echo sequence with every four EPI volumes averaged had significantly decreased BOLD signal change compared with the other three sequences. The results indicated that incorporating the method of shifted echo into a standard multi-slice EPI sequence is a viable method for achieving increased sampling rate for collecting event-related BOLD data. Further, consecutively averaging every two consecutively acquired EPI volumes significantly increased the measured BOLD signal change and the subsequently calculated activation map statistics. Frontiers Media S.A. 2016-11-23 /pmc/articles/PMC5120083/ /pubmed/27932947 http://dx.doi.org/10.3389/fnins.2016.00544 Text en Copyright © 2016 Witt, Warntjes and Engström. 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) or licensor 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 | Neuroscience Witt, Suzanne T. Warntjes, Marcel Engström, Maria Increased fMRI Sensitivity at Equal Data Burden Using Averaged Shifted Echo Acquisition |
title | Increased fMRI Sensitivity at Equal Data Burden Using Averaged Shifted Echo Acquisition |
title_full | Increased fMRI Sensitivity at Equal Data Burden Using Averaged Shifted Echo Acquisition |
title_fullStr | Increased fMRI Sensitivity at Equal Data Burden Using Averaged Shifted Echo Acquisition |
title_full_unstemmed | Increased fMRI Sensitivity at Equal Data Burden Using Averaged Shifted Echo Acquisition |
title_short | Increased fMRI Sensitivity at Equal Data Burden Using Averaged Shifted Echo Acquisition |
title_sort | increased fmri sensitivity at equal data burden using averaged shifted echo acquisition |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5120083/ https://www.ncbi.nlm.nih.gov/pubmed/27932947 http://dx.doi.org/10.3389/fnins.2016.00544 |
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