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Repeatability and Reproducibility of in-vivo Brain Temperature Measurements
Background: Magnetic resonance spectroscopic imaging (MRSI) is a neuroimaging technique that may be useful for non-invasive mapping of brain temperature (i.e., thermometry) over a large brain volume. To date, intra-subject reproducibility of MRSI-based brain temperature (MRSI-t) has not been investi...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2020
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7785722/ https://www.ncbi.nlm.nih.gov/pubmed/33424566 http://dx.doi.org/10.3389/fnhum.2020.598435 |
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author | Sharma, Ayushe A. Nenert, Rodolphe Mueller, Christina Maudsley, Andrew A. Younger, Jarred W. Szaflarski, Jerzy P. |
author_facet | Sharma, Ayushe A. Nenert, Rodolphe Mueller, Christina Maudsley, Andrew A. Younger, Jarred W. Szaflarski, Jerzy P. |
author_sort | Sharma, Ayushe A. |
collection | PubMed |
description | Background: Magnetic resonance spectroscopic imaging (MRSI) is a neuroimaging technique that may be useful for non-invasive mapping of brain temperature (i.e., thermometry) over a large brain volume. To date, intra-subject reproducibility of MRSI-based brain temperature (MRSI-t) has not been investigated. The objective of this repeated measures MRSI-t study was to establish intra-subject reproducibility and repeatability of brain temperature, as well as typical brain temperature range. Methods: Healthy participants aged 23–46 years (N = 18; 7 females) were scanned at two time points ~12-weeks apart. Volumetric MRSI data were processed by reconstructing metabolite and water images using parametric spectral analysis. Brain temperature was derived using the frequency difference between water and creatine (T(CRE)) for 47 regions of interest (ROIs) delineated by the modified Automated Anatomical Labeling (AAL) atlas. Reproducibility was measured using the coefficient of variation for repeated measures (COVrep), and repeatability was determined using the standard error of measurement (SEM). For each region, the upper and lower bounds of Minimal Detectable Change (MDC) were established to characterize the typical range of T(CRE) values. Results: The mean global brain temperature over all subjects was 37.2°C with spatial variations across ROIs. There was a significant main effect for time [F((1, 1,591)) = 37.0, p < 0.0001] and for brain region [F((46, 1,591)) = 2.66, p < 0.0001]. The time(*)brain region interaction was not significant [F((46, 1,591)) = 0.80, p = 0.83]. Participants' T(CRE) was stable for each ROI across both time points, with ROIs' COVrep ranging from 0.81 to 3.08% (mean COVrep = 1.92%); majority of ROIs had a COVrep <2.0%. Conclusions: Brain temperature measurements were highly consistent between both time points, indicating high reproducibility and repeatability of MRSI-t. MRSI-t may be a promising diagnostic, prognostic, and therapeutic tool for non-invasively monitoring brain temperature changes in health and disease. However, further studies of healthy participants with larger sample size(s) and numerous repeated acquisitions are imperative for establishing a reference range of typical brain T(CRE), as well as the threshold above which T(CRE) is likely pathological. |
format | Online Article Text |
id | pubmed-7785722 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-77857222021-01-07 Repeatability and Reproducibility of in-vivo Brain Temperature Measurements Sharma, Ayushe A. Nenert, Rodolphe Mueller, Christina Maudsley, Andrew A. Younger, Jarred W. Szaflarski, Jerzy P. Front Hum Neurosci Human Neuroscience Background: Magnetic resonance spectroscopic imaging (MRSI) is a neuroimaging technique that may be useful for non-invasive mapping of brain temperature (i.e., thermometry) over a large brain volume. To date, intra-subject reproducibility of MRSI-based brain temperature (MRSI-t) has not been investigated. The objective of this repeated measures MRSI-t study was to establish intra-subject reproducibility and repeatability of brain temperature, as well as typical brain temperature range. Methods: Healthy participants aged 23–46 years (N = 18; 7 females) were scanned at two time points ~12-weeks apart. Volumetric MRSI data were processed by reconstructing metabolite and water images using parametric spectral analysis. Brain temperature was derived using the frequency difference between water and creatine (T(CRE)) for 47 regions of interest (ROIs) delineated by the modified Automated Anatomical Labeling (AAL) atlas. Reproducibility was measured using the coefficient of variation for repeated measures (COVrep), and repeatability was determined using the standard error of measurement (SEM). For each region, the upper and lower bounds of Minimal Detectable Change (MDC) were established to characterize the typical range of T(CRE) values. Results: The mean global brain temperature over all subjects was 37.2°C with spatial variations across ROIs. There was a significant main effect for time [F((1, 1,591)) = 37.0, p < 0.0001] and for brain region [F((46, 1,591)) = 2.66, p < 0.0001]. The time(*)brain region interaction was not significant [F((46, 1,591)) = 0.80, p = 0.83]. Participants' T(CRE) was stable for each ROI across both time points, with ROIs' COVrep ranging from 0.81 to 3.08% (mean COVrep = 1.92%); majority of ROIs had a COVrep <2.0%. Conclusions: Brain temperature measurements were highly consistent between both time points, indicating high reproducibility and repeatability of MRSI-t. MRSI-t may be a promising diagnostic, prognostic, and therapeutic tool for non-invasively monitoring brain temperature changes in health and disease. However, further studies of healthy participants with larger sample size(s) and numerous repeated acquisitions are imperative for establishing a reference range of typical brain T(CRE), as well as the threshold above which T(CRE) is likely pathological. Frontiers Media S.A. 2020-12-23 /pmc/articles/PMC7785722/ /pubmed/33424566 http://dx.doi.org/10.3389/fnhum.2020.598435 Text en Copyright © 2020 Sharma, Nenert, Mueller, Maudsley, Younger and Szaflarski. https://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) and the copyright owner(s) 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 | Human Neuroscience Sharma, Ayushe A. Nenert, Rodolphe Mueller, Christina Maudsley, Andrew A. Younger, Jarred W. Szaflarski, Jerzy P. Repeatability and Reproducibility of in-vivo Brain Temperature Measurements |
title | Repeatability and Reproducibility of in-vivo Brain Temperature Measurements |
title_full | Repeatability and Reproducibility of in-vivo Brain Temperature Measurements |
title_fullStr | Repeatability and Reproducibility of in-vivo Brain Temperature Measurements |
title_full_unstemmed | Repeatability and Reproducibility of in-vivo Brain Temperature Measurements |
title_short | Repeatability and Reproducibility of in-vivo Brain Temperature Measurements |
title_sort | repeatability and reproducibility of in-vivo brain temperature measurements |
topic | Human Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7785722/ https://www.ncbi.nlm.nih.gov/pubmed/33424566 http://dx.doi.org/10.3389/fnhum.2020.598435 |
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