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Physiological basis of vascular autocalibration (VasA): Comparison to hypercapnia calibration methods

PURPOSE: The statistical power of functional MRI (fMRI) group studies is significantly hampered by high intersubject spatial and magnitude variance. We recently presented a vascular autocalibration method (VasA) to account for vascularization differences between subjects and hence improve the sensit...

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Autores principales: Kazan, Samira M., Huber, Laurentius, Flandin, Guillaume, Ivanov, Dimo, Bandettini, Peter, Weiskopf, Nikolaus
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5573956/
https://www.ncbi.nlm.nih.gov/pubmed/27851867
http://dx.doi.org/10.1002/mrm.26494
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author Kazan, Samira M.
Huber, Laurentius
Flandin, Guillaume
Ivanov, Dimo
Bandettini, Peter
Weiskopf, Nikolaus
author_facet Kazan, Samira M.
Huber, Laurentius
Flandin, Guillaume
Ivanov, Dimo
Bandettini, Peter
Weiskopf, Nikolaus
author_sort Kazan, Samira M.
collection PubMed
description PURPOSE: The statistical power of functional MRI (fMRI) group studies is significantly hampered by high intersubject spatial and magnitude variance. We recently presented a vascular autocalibration method (VasA) to account for vascularization differences between subjects and hence improve the sensitivity in group studies. Here, we validate the novel calibration method by means of direct comparisons of VasA with more established measures of baseline venous blood volume (and indirectly vascular reactivity), the M‐value. METHODS: Seven healthy volunteers participated in two 7 T (T) fMRI experiments to compare M‐values with VasA estimates: (i) a hypercapnia experiment to estimate voxelwise M‐value maps, and (ii) an fMRI experiment using visual stimulation to estimate voxelwise VasA maps. RESULTS: We show that VasA and M‐value calibration maps show the same spatial profile, providing strong evidence that VasA is driven by local variations in vascular reactivity as reflected in the M‐value. CONCLUSION: The agreement of vascular reactivity maps obtained with VasA when compared with M‐value maps confirms empirically the hypothesis that the VasA method is an adequate tool to account for variations in fMRI response amplitudes caused by vascular reactivity differences in healthy volunteers. VasA can therefore directly account for them and increase the statistical power of group studies. The VasA toolbox is available as a statistical parametric mapping (SPM) toolbox, facilitating its general application. Magn Reson Med 78:1168–1173, 2017. © 2016 The Authors Magnetic Resonance in Medicine published by Wiley Periodicals, Inc. on behalf of International Society for Magnetic Resonance in Medicine.
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spelling pubmed-55739562017-09-15 Physiological basis of vascular autocalibration (VasA): Comparison to hypercapnia calibration methods Kazan, Samira M. Huber, Laurentius Flandin, Guillaume Ivanov, Dimo Bandettini, Peter Weiskopf, Nikolaus Magn Reson Med Note—Biophysics and Basic Biomedical Research PURPOSE: The statistical power of functional MRI (fMRI) group studies is significantly hampered by high intersubject spatial and magnitude variance. We recently presented a vascular autocalibration method (VasA) to account for vascularization differences between subjects and hence improve the sensitivity in group studies. Here, we validate the novel calibration method by means of direct comparisons of VasA with more established measures of baseline venous blood volume (and indirectly vascular reactivity), the M‐value. METHODS: Seven healthy volunteers participated in two 7 T (T) fMRI experiments to compare M‐values with VasA estimates: (i) a hypercapnia experiment to estimate voxelwise M‐value maps, and (ii) an fMRI experiment using visual stimulation to estimate voxelwise VasA maps. RESULTS: We show that VasA and M‐value calibration maps show the same spatial profile, providing strong evidence that VasA is driven by local variations in vascular reactivity as reflected in the M‐value. CONCLUSION: The agreement of vascular reactivity maps obtained with VasA when compared with M‐value maps confirms empirically the hypothesis that the VasA method is an adequate tool to account for variations in fMRI response amplitudes caused by vascular reactivity differences in healthy volunteers. VasA can therefore directly account for them and increase the statistical power of group studies. The VasA toolbox is available as a statistical parametric mapping (SPM) toolbox, facilitating its general application. Magn Reson Med 78:1168–1173, 2017. © 2016 The Authors Magnetic Resonance in Medicine published by Wiley Periodicals, Inc. on behalf of International Society for Magnetic Resonance in Medicine. John Wiley and Sons Inc. 2016-11-09 2017-09 /pmc/articles/PMC5573956/ /pubmed/27851867 http://dx.doi.org/10.1002/mrm.26494 Text en © 2016 The Authors Magnetic Resonance in Medicine published by Wiley Periodicals, Inc. on behalf of International Society for Magnetic Resonance in Medicine This is an open access article under the terms of the Creative Commons Attribution (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 Note—Biophysics and Basic Biomedical Research
Kazan, Samira M.
Huber, Laurentius
Flandin, Guillaume
Ivanov, Dimo
Bandettini, Peter
Weiskopf, Nikolaus
Physiological basis of vascular autocalibration (VasA): Comparison to hypercapnia calibration methods
title Physiological basis of vascular autocalibration (VasA): Comparison to hypercapnia calibration methods
title_full Physiological basis of vascular autocalibration (VasA): Comparison to hypercapnia calibration methods
title_fullStr Physiological basis of vascular autocalibration (VasA): Comparison to hypercapnia calibration methods
title_full_unstemmed Physiological basis of vascular autocalibration (VasA): Comparison to hypercapnia calibration methods
title_short Physiological basis of vascular autocalibration (VasA): Comparison to hypercapnia calibration methods
title_sort physiological basis of vascular autocalibration (vasa): comparison to hypercapnia calibration methods
topic Note—Biophysics and Basic Biomedical Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5573956/
https://www.ncbi.nlm.nih.gov/pubmed/27851867
http://dx.doi.org/10.1002/mrm.26494
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