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Impact of pulse sequence, analysis method, and signal to noise ratio on the accuracy of intervertebral disc T(2) measurement

Noninvasive assessments of intervertebral disc health and degeneration are critical for addressing disc degeneration and low back pain. Magnetic resonance imaging (MRI) is exceptionally sensitive to tissue with high water content, and measurement of the MR transverse relaxation time, T (2), has been...

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Autores principales: Meadows, Kyle D., Johnson, Curtis L., Peloquin, John M., Spencer, Richard G., Vresilovic, Edward J., Elliott, Dawn M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7524248/
https://www.ncbi.nlm.nih.gov/pubmed/33015575
http://dx.doi.org/10.1002/jsp2.1102
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author Meadows, Kyle D.
Johnson, Curtis L.
Peloquin, John M.
Spencer, Richard G.
Vresilovic, Edward J.
Elliott, Dawn M.
author_facet Meadows, Kyle D.
Johnson, Curtis L.
Peloquin, John M.
Spencer, Richard G.
Vresilovic, Edward J.
Elliott, Dawn M.
author_sort Meadows, Kyle D.
collection PubMed
description Noninvasive assessments of intervertebral disc health and degeneration are critical for addressing disc degeneration and low back pain. Magnetic resonance imaging (MRI) is exceptionally sensitive to tissue with high water content, and measurement of the MR transverse relaxation time, T (2), has been applied as a quantitative, continuous, and objective measure of disc degeneration that is linked to the water and matrix composition of the disc. However, T (2) measurement is susceptible to inaccuracies due to Rician noise, T (1) contamination, and stimulated echo effects. These error generators can all be controlled for with proper data collection and fitting methods. The objective of this study was to identify sequence parameters to appropriately acquire MR data and to establish curve fitting methods to accurately calculate disc T (2) in the presence of noise by correcting for Rician noise. To do so, we compared T (2) calculated from the typical monoexponential (MONO) fits and noise corrected exponential (NCEXP) fits. We examined how the selected sequence parameters altered the calculated T (2) in silico and in vivo. Typical MONO fits were frequently poor due to Rician noise, and NCEXP fits were more likely to provide accurate T (2) calculations. NCEXP is particularly less biased and less uncertain at low SNR. This study showed that the NCEXP using sequences with data from 20 echoes out to echo times of ~300 ms is the best method for calculating T (2) of discs. By acquiring signal data out to longer echo times and accounting for Rician noise, the curve fitting is more robust in calculating T (2) despite the noise in the data. This is particularly important when considering degenerate discs or AF tissue because the SNR of these regions is lower.
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spelling pubmed-75242482020-10-02 Impact of pulse sequence, analysis method, and signal to noise ratio on the accuracy of intervertebral disc T(2) measurement Meadows, Kyle D. Johnson, Curtis L. Peloquin, John M. Spencer, Richard G. Vresilovic, Edward J. Elliott, Dawn M. JOR Spine Protocols, Methods, and Resources Noninvasive assessments of intervertebral disc health and degeneration are critical for addressing disc degeneration and low back pain. Magnetic resonance imaging (MRI) is exceptionally sensitive to tissue with high water content, and measurement of the MR transverse relaxation time, T (2), has been applied as a quantitative, continuous, and objective measure of disc degeneration that is linked to the water and matrix composition of the disc. However, T (2) measurement is susceptible to inaccuracies due to Rician noise, T (1) contamination, and stimulated echo effects. These error generators can all be controlled for with proper data collection and fitting methods. The objective of this study was to identify sequence parameters to appropriately acquire MR data and to establish curve fitting methods to accurately calculate disc T (2) in the presence of noise by correcting for Rician noise. To do so, we compared T (2) calculated from the typical monoexponential (MONO) fits and noise corrected exponential (NCEXP) fits. We examined how the selected sequence parameters altered the calculated T (2) in silico and in vivo. Typical MONO fits were frequently poor due to Rician noise, and NCEXP fits were more likely to provide accurate T (2) calculations. NCEXP is particularly less biased and less uncertain at low SNR. This study showed that the NCEXP using sequences with data from 20 echoes out to echo times of ~300 ms is the best method for calculating T (2) of discs. By acquiring signal data out to longer echo times and accounting for Rician noise, the curve fitting is more robust in calculating T (2) despite the noise in the data. This is particularly important when considering degenerate discs or AF tissue because the SNR of these regions is lower. John Wiley & Sons, Inc. 2020-06-26 /pmc/articles/PMC7524248/ /pubmed/33015575 http://dx.doi.org/10.1002/jsp2.1102 Text en © 2020 The Authors. JOR Spine published by Wiley Periodicals LLC. on behalf of Orthopaedic Research Society 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 Protocols, Methods, and Resources
Meadows, Kyle D.
Johnson, Curtis L.
Peloquin, John M.
Spencer, Richard G.
Vresilovic, Edward J.
Elliott, Dawn M.
Impact of pulse sequence, analysis method, and signal to noise ratio on the accuracy of intervertebral disc T(2) measurement
title Impact of pulse sequence, analysis method, and signal to noise ratio on the accuracy of intervertebral disc T(2) measurement
title_full Impact of pulse sequence, analysis method, and signal to noise ratio on the accuracy of intervertebral disc T(2) measurement
title_fullStr Impact of pulse sequence, analysis method, and signal to noise ratio on the accuracy of intervertebral disc T(2) measurement
title_full_unstemmed Impact of pulse sequence, analysis method, and signal to noise ratio on the accuracy of intervertebral disc T(2) measurement
title_short Impact of pulse sequence, analysis method, and signal to noise ratio on the accuracy of intervertebral disc T(2) measurement
title_sort impact of pulse sequence, analysis method, and signal to noise ratio on the accuracy of intervertebral disc t(2) measurement
topic Protocols, Methods, and Resources
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7524248/
https://www.ncbi.nlm.nih.gov/pubmed/33015575
http://dx.doi.org/10.1002/jsp2.1102
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