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T(2) Distribution in the Forearm Muscles and the T(2) Threshold for Defining Activated Muscle

PURPOSE: In order to detect exercised muscles by the increase in T(2), we have defined a Gaussian T(2) distribution and reference values (T(2r) and SD(r)) in resting state muscles, and a threshold for detecting exercised muscles. METHODS: The subjects were healthy adult volunteers (14 males and 12 f...

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Autores principales: Takamori, Masayoshi, Akiyama, Sumikazu, Yoshida, Kazuya, Wakashin, Hidefumi, Seo, Yoshiteru
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Japanese Society for Magnetic Resonance in Medicine 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6630056/
https://www.ncbi.nlm.nih.gov/pubmed/30449822
http://dx.doi.org/10.2463/mrms.mp.2018-0059
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author Takamori, Masayoshi
Akiyama, Sumikazu
Yoshida, Kazuya
Wakashin, Hidefumi
Seo, Yoshiteru
author_facet Takamori, Masayoshi
Akiyama, Sumikazu
Yoshida, Kazuya
Wakashin, Hidefumi
Seo, Yoshiteru
author_sort Takamori, Masayoshi
collection PubMed
description PURPOSE: In order to detect exercised muscles by the increase in T(2), we have defined a Gaussian T(2) distribution and reference values (T(2r) and SD(r)) in resting state muscles, and a threshold for detecting exercised muscles. METHODS: The subjects were healthy adult volunteers (14 males and 12 females). Multiple-spin-echo (MSE) MR images were obtained with 10 TE values from 10 to 100 ms using a 0.2T MRI system. T(2) values for 10 forearm muscles were obtained in the resting state and after isometric wrist flexion exercise with 5%, 15%, and 25% of the maximum voluntary contraction (MVC). Z values were obtained by (T(2e) − T(2r))/SD(r), where T(2e) was T(2) after exercise. Based on sample size calculations, three thresholds (Z(T) = 1.00, 2.56, and 3.07) were applied to agonist and antagonist muscles. RESULTS: A normal distribution of T(2) was detected in resting muscles at 34 ± 3 ms (mean ± standard deviation [SD]) in 26 subjects using the Kolmogorov–Smirnov test, the Shapiro–Wilk test, and the Jarque–Bera test (P > 0.05). No gender differences were shown between the T(2) or SD, and a similar result was obtained in 12 measurements on a single subject (P < 0.01). The T(2r) and SD(r) were used for reference values. The threshold Z(T) = 1.00 showed the highest sensitivity (0.86) even with 5% MVC, but it showed a lower specificity (0.85) than the other thresholds. Z(T) = 3.07 showed the highest specificity (1.0), but it showed a lower sensitivity (0.36) with the 5% MVC, compared with Z(T) = 2.56 (0.50). The receiver operating characteristics analysis also supported these results. CONCLUSION: We found that the T(2) distribution in muscles was Gaussian, suggesting that a one-sample t-test can be applied, and that Z(T) = 2.56 could cover low-intensity exercise with high specificity and a low false-positive rate.
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spelling pubmed-66300562019-07-23 T(2) Distribution in the Forearm Muscles and the T(2) Threshold for Defining Activated Muscle Takamori, Masayoshi Akiyama, Sumikazu Yoshida, Kazuya Wakashin, Hidefumi Seo, Yoshiteru Magn Reson Med Sci Major Paper PURPOSE: In order to detect exercised muscles by the increase in T(2), we have defined a Gaussian T(2) distribution and reference values (T(2r) and SD(r)) in resting state muscles, and a threshold for detecting exercised muscles. METHODS: The subjects were healthy adult volunteers (14 males and 12 females). Multiple-spin-echo (MSE) MR images were obtained with 10 TE values from 10 to 100 ms using a 0.2T MRI system. T(2) values for 10 forearm muscles were obtained in the resting state and after isometric wrist flexion exercise with 5%, 15%, and 25% of the maximum voluntary contraction (MVC). Z values were obtained by (T(2e) − T(2r))/SD(r), where T(2e) was T(2) after exercise. Based on sample size calculations, three thresholds (Z(T) = 1.00, 2.56, and 3.07) were applied to agonist and antagonist muscles. RESULTS: A normal distribution of T(2) was detected in resting muscles at 34 ± 3 ms (mean ± standard deviation [SD]) in 26 subjects using the Kolmogorov–Smirnov test, the Shapiro–Wilk test, and the Jarque–Bera test (P > 0.05). No gender differences were shown between the T(2) or SD, and a similar result was obtained in 12 measurements on a single subject (P < 0.01). The T(2r) and SD(r) were used for reference values. The threshold Z(T) = 1.00 showed the highest sensitivity (0.86) even with 5% MVC, but it showed a lower specificity (0.85) than the other thresholds. Z(T) = 3.07 showed the highest specificity (1.0), but it showed a lower sensitivity (0.36) with the 5% MVC, compared with Z(T) = 2.56 (0.50). The receiver operating characteristics analysis also supported these results. CONCLUSION: We found that the T(2) distribution in muscles was Gaussian, suggesting that a one-sample t-test can be applied, and that Z(T) = 2.56 could cover low-intensity exercise with high specificity and a low false-positive rate. Japanese Society for Magnetic Resonance in Medicine 2018-11-19 /pmc/articles/PMC6630056/ /pubmed/30449822 http://dx.doi.org/10.2463/mrms.mp.2018-0059 Text en © 2018 The Japan Neurosurgical Society This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-nd/4.0/
spellingShingle Major Paper
Takamori, Masayoshi
Akiyama, Sumikazu
Yoshida, Kazuya
Wakashin, Hidefumi
Seo, Yoshiteru
T(2) Distribution in the Forearm Muscles and the T(2) Threshold for Defining Activated Muscle
title T(2) Distribution in the Forearm Muscles and the T(2) Threshold for Defining Activated Muscle
title_full T(2) Distribution in the Forearm Muscles and the T(2) Threshold for Defining Activated Muscle
title_fullStr T(2) Distribution in the Forearm Muscles and the T(2) Threshold for Defining Activated Muscle
title_full_unstemmed T(2) Distribution in the Forearm Muscles and the T(2) Threshold for Defining Activated Muscle
title_short T(2) Distribution in the Forearm Muscles and the T(2) Threshold for Defining Activated Muscle
title_sort t(2) distribution in the forearm muscles and the t(2) threshold for defining activated muscle
topic Major Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6630056/
https://www.ncbi.nlm.nih.gov/pubmed/30449822
http://dx.doi.org/10.2463/mrms.mp.2018-0059
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