Cargando…

Impact of physiological noise correction on detecting blood oxygenation level-dependent contrast in the breast

Physiological fluctuations are expected to be a dominant source of noise in blood oxygenation level-dependent (BOLD) magnetic resonance imaging (MRI) experiments to assess tumour oxygenation and angiogenesis. This work investigates the impact of various physiological noise regressors: retrospective...

Descripción completa

Detalles Bibliográficos
Autores principales: Wallace, Tess E, Manavaki, Roido, Graves, Martin J, Patterson, Andrew J, Gilbert, Fiona J
Formato: Online Artículo Texto
Lenguaje:English
Publicado: IOP Publishing 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6050521/
https://www.ncbi.nlm.nih.gov/pubmed/27973353
http://dx.doi.org/10.1088/1361-6560/62/1/127
_version_ 1783340354309718016
author Wallace, Tess E
Manavaki, Roido
Graves, Martin J
Patterson, Andrew J
Gilbert, Fiona J
author_facet Wallace, Tess E
Manavaki, Roido
Graves, Martin J
Patterson, Andrew J
Gilbert, Fiona J
author_sort Wallace, Tess E
collection PubMed
description Physiological fluctuations are expected to be a dominant source of noise in blood oxygenation level-dependent (BOLD) magnetic resonance imaging (MRI) experiments to assess tumour oxygenation and angiogenesis. This work investigates the impact of various physiological noise regressors: retrospective image correction (RETROICOR), heart rate (HR) and respiratory volume per unit time (RVT), on signal variance and the detection of BOLD contrast in the breast in response to a modulated respiratory stimulus. BOLD MRI was performed at 3 T in ten volunteers at rest and during cycles of oxygen and carbogen gas breathing. RETROICOR was optimized using F-tests to determine which cardiac and respiratory phase terms accounted for a significant amount of signal variance. A nested regression analysis was performed to assess the effect of RETROICOR, HR and RVT on the model fit residuals, temporal signal-to-noise ratio, and BOLD activation parameters. The optimized RETROICOR model accounted for the largest amount of signal variance ([Formula: see text]   =  3.3  ±  2.1%) and improved the detection of BOLD activation (P  =  0.002). Inclusion of HR and RVT regressors explained additional signal variance, but had a negative impact on activation parameter estimation (P  <  0.001). Fluctuations in HR and RVT appeared to be correlated with the stimulus and may contribute to apparent BOLD signal reactivity.
format Online
Article
Text
id pubmed-6050521
institution National Center for Biotechnology Information
language English
publishDate 2017
publisher IOP Publishing
record_format MEDLINE/PubMed
spelling pubmed-60505212018-07-23 Impact of physiological noise correction on detecting blood oxygenation level-dependent contrast in the breast Wallace, Tess E Manavaki, Roido Graves, Martin J Patterson, Andrew J Gilbert, Fiona J Phys Med Biol Paper Physiological fluctuations are expected to be a dominant source of noise in blood oxygenation level-dependent (BOLD) magnetic resonance imaging (MRI) experiments to assess tumour oxygenation and angiogenesis. This work investigates the impact of various physiological noise regressors: retrospective image correction (RETROICOR), heart rate (HR) and respiratory volume per unit time (RVT), on signal variance and the detection of BOLD contrast in the breast in response to a modulated respiratory stimulus. BOLD MRI was performed at 3 T in ten volunteers at rest and during cycles of oxygen and carbogen gas breathing. RETROICOR was optimized using F-tests to determine which cardiac and respiratory phase terms accounted for a significant amount of signal variance. A nested regression analysis was performed to assess the effect of RETROICOR, HR and RVT on the model fit residuals, temporal signal-to-noise ratio, and BOLD activation parameters. The optimized RETROICOR model accounted for the largest amount of signal variance ([Formula: see text]   =  3.3  ±  2.1%) and improved the detection of BOLD activation (P  =  0.002). Inclusion of HR and RVT regressors explained additional signal variance, but had a negative impact on activation parameter estimation (P  <  0.001). Fluctuations in HR and RVT appeared to be correlated with the stimulus and may contribute to apparent BOLD signal reactivity. IOP Publishing 2017-01-07 2016-12-13 /pmc/articles/PMC6050521/ /pubmed/27973353 http://dx.doi.org/10.1088/1361-6560/62/1/127 Text en © 2016 Institute of Physics and Engineering in Medicine http://creativecommons.org/licenses/by/3.0/ Original content from this work may be used under the terms of the Creative Commons Attribution 3.0 licence (http://creativecommons.org/licenses/by/3.0) . Any further distribution of this work must maintain attribution to the author(s) and the title of the work, journal citation and DOI.
spellingShingle Paper
Wallace, Tess E
Manavaki, Roido
Graves, Martin J
Patterson, Andrew J
Gilbert, Fiona J
Impact of physiological noise correction on detecting blood oxygenation level-dependent contrast in the breast
title Impact of physiological noise correction on detecting blood oxygenation level-dependent contrast in the breast
title_full Impact of physiological noise correction on detecting blood oxygenation level-dependent contrast in the breast
title_fullStr Impact of physiological noise correction on detecting blood oxygenation level-dependent contrast in the breast
title_full_unstemmed Impact of physiological noise correction on detecting blood oxygenation level-dependent contrast in the breast
title_short Impact of physiological noise correction on detecting blood oxygenation level-dependent contrast in the breast
title_sort impact of physiological noise correction on detecting blood oxygenation level-dependent contrast in the breast
topic Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6050521/
https://www.ncbi.nlm.nih.gov/pubmed/27973353
http://dx.doi.org/10.1088/1361-6560/62/1/127
work_keys_str_mv AT wallacetesse impactofphysiologicalnoisecorrectionondetectingbloodoxygenationleveldependentcontrastinthebreast
AT manavakiroido impactofphysiologicalnoisecorrectionondetectingbloodoxygenationleveldependentcontrastinthebreast
AT gravesmartinj impactofphysiologicalnoisecorrectionondetectingbloodoxygenationleveldependentcontrastinthebreast
AT pattersonandrewj impactofphysiologicalnoisecorrectionondetectingbloodoxygenationleveldependentcontrastinthebreast
AT gilbertfionaj impactofphysiologicalnoisecorrectionondetectingbloodoxygenationleveldependentcontrastinthebreast