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Number of subjects required in common study designs for functional GABA magnetic resonance spectroscopy in the human brain at 3 Tesla

Magnetic resonance spectroscopy (MRS) is a research tool for measuring the concentration of metabolites such as γ‐aminobutyric acid (GABA) and glutamate in the brain. MEGA‐PRESS has been the preferred pulse sequence for GABA measurements due to low physiological GABA concentrations, hence low signal...

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Autores principales: Sanaei Nezhad, Faezeh, Lea‐Carnall, Caroline A., Anton, Adriana, Jung, JeYoung, Michou, Emilia, Williams, Stephen R., Parkes, Laura M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7216844/
https://www.ncbi.nlm.nih.gov/pubmed/31705723
http://dx.doi.org/10.1111/ejn.14618
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author Sanaei Nezhad, Faezeh
Lea‐Carnall, Caroline A.
Anton, Adriana
Jung, JeYoung
Michou, Emilia
Williams, Stephen R.
Parkes, Laura M.
author_facet Sanaei Nezhad, Faezeh
Lea‐Carnall, Caroline A.
Anton, Adriana
Jung, JeYoung
Michou, Emilia
Williams, Stephen R.
Parkes, Laura M.
author_sort Sanaei Nezhad, Faezeh
collection PubMed
description Magnetic resonance spectroscopy (MRS) is a research tool for measuring the concentration of metabolites such as γ‐aminobutyric acid (GABA) and glutamate in the brain. MEGA‐PRESS has been the preferred pulse sequence for GABA measurements due to low physiological GABA concentrations, hence low signal. To compensate, researchers incorporate long acquisition durations (7–10 min) making functional measurements of this metabolite challenging. Here, the acquisition duration and sample sizes required to detect specific concentration changes in GABA using MEGA‐PRESS at 3 T are presented for both between‐groups and within‐session study designs. 75 spectra were acquired during rest using MEGA‐PRESS from 41 healthy volunteers in 6 different brain regions at 3 T with voxel sizes between 13 and 22 cm(3). Between‐group and within‐session variance was calculated for different acquisition durations and power calculations were performed to determine the number of subjects required to detect a given percentage change in GABA/NAA signal ratio. Within‐subject variability was assessed by sampling different segments of a single acquisition. Power calculations suggest that detecting a 15% change in GABA using a 2 min acquisition and a 27 cm(3) voxel size, depending on the region, requires between 8 and 93 subjects using a within‐session design. A between‐group design typically requires more participants to detect the same difference. In brain regions with suboptimal shimming, the subject numbers can be up to 4‐fold more. Collecting data for longer than 4 min in brain regions examined in this study is deemed unnecessary, as variance in the signal did not reduce further for longer durations.
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spelling pubmed-72168442020-05-13 Number of subjects required in common study designs for functional GABA magnetic resonance spectroscopy in the human brain at 3 Tesla Sanaei Nezhad, Faezeh Lea‐Carnall, Caroline A. Anton, Adriana Jung, JeYoung Michou, Emilia Williams, Stephen R. Parkes, Laura M. Eur J Neurosci Systems Neuroscience Magnetic resonance spectroscopy (MRS) is a research tool for measuring the concentration of metabolites such as γ‐aminobutyric acid (GABA) and glutamate in the brain. MEGA‐PRESS has been the preferred pulse sequence for GABA measurements due to low physiological GABA concentrations, hence low signal. To compensate, researchers incorporate long acquisition durations (7–10 min) making functional measurements of this metabolite challenging. Here, the acquisition duration and sample sizes required to detect specific concentration changes in GABA using MEGA‐PRESS at 3 T are presented for both between‐groups and within‐session study designs. 75 spectra were acquired during rest using MEGA‐PRESS from 41 healthy volunteers in 6 different brain regions at 3 T with voxel sizes between 13 and 22 cm(3). Between‐group and within‐session variance was calculated for different acquisition durations and power calculations were performed to determine the number of subjects required to detect a given percentage change in GABA/NAA signal ratio. Within‐subject variability was assessed by sampling different segments of a single acquisition. Power calculations suggest that detecting a 15% change in GABA using a 2 min acquisition and a 27 cm(3) voxel size, depending on the region, requires between 8 and 93 subjects using a within‐session design. A between‐group design typically requires more participants to detect the same difference. In brain regions with suboptimal shimming, the subject numbers can be up to 4‐fold more. Collecting data for longer than 4 min in brain regions examined in this study is deemed unnecessary, as variance in the signal did not reduce further for longer durations. John Wiley and Sons Inc. 2019-12-11 2020-04 /pmc/articles/PMC7216844/ /pubmed/31705723 http://dx.doi.org/10.1111/ejn.14618 Text en © 2019 The Authors. European Journal of Neuroscience published by Federation of European Neuroscience Societies and John Wiley & Sons Ltd. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Systems Neuroscience
Sanaei Nezhad, Faezeh
Lea‐Carnall, Caroline A.
Anton, Adriana
Jung, JeYoung
Michou, Emilia
Williams, Stephen R.
Parkes, Laura M.
Number of subjects required in common study designs for functional GABA magnetic resonance spectroscopy in the human brain at 3 Tesla
title Number of subjects required in common study designs for functional GABA magnetic resonance spectroscopy in the human brain at 3 Tesla
title_full Number of subjects required in common study designs for functional GABA magnetic resonance spectroscopy in the human brain at 3 Tesla
title_fullStr Number of subjects required in common study designs for functional GABA magnetic resonance spectroscopy in the human brain at 3 Tesla
title_full_unstemmed Number of subjects required in common study designs for functional GABA magnetic resonance spectroscopy in the human brain at 3 Tesla
title_short Number of subjects required in common study designs for functional GABA magnetic resonance spectroscopy in the human brain at 3 Tesla
title_sort number of subjects required in common study designs for functional gaba magnetic resonance spectroscopy in the human brain at 3 tesla
topic Systems Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7216844/
https://www.ncbi.nlm.nih.gov/pubmed/31705723
http://dx.doi.org/10.1111/ejn.14618
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