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Improved Performance of Compartments in Detecting the Activity of Axial Spondyloarthritis Based on IVIM DWI with Optimized Threshold b Value

PURPOSE: To explore the diagnostic performance of the optimized threshold b values on IVIM to detect the activity in axial spondyloarthritis (axSpA) patients. METHOD: 40 axSpA patients in the active group, 144 axSpA patients in the inactive group, and 20 healthy volunteers were used to evaluate the...

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Autores principales: Ye, Qiang, Xie, Zhuoyao, Guo, Chang, Lu, Xing, Zheng, Kai, Zhao, Yinghua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8763495/
https://www.ncbi.nlm.nih.gov/pubmed/35047629
http://dx.doi.org/10.1155/2022/2276102
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author Ye, Qiang
Xie, Zhuoyao
Guo, Chang
Lu, Xing
Zheng, Kai
Zhao, Yinghua
author_facet Ye, Qiang
Xie, Zhuoyao
Guo, Chang
Lu, Xing
Zheng, Kai
Zhao, Yinghua
author_sort Ye, Qiang
collection PubMed
description PURPOSE: To explore the diagnostic performance of the optimized threshold b values on IVIM to detect the activity in axial spondyloarthritis (axSpA) patients. METHOD: 40 axSpA patients in the active group, 144 axSpA patients in the inactive group, and 20 healthy volunteers were used to evaluate the tissue diffusion coefficient (D(slow)), perfusion fraction (f), and pseudodiffusion coefficient (D(fast)) with b thresholds of 10, 20, and 30 s/mm(2). The Kruskal-Wallis test and one way ANOVA test was used to compare the different activity among the three groups in axSpA patients, and receiver operating characteristic (ROC) curve analysis was applied to evaluate the performance for D(slow), f, and D(fast) to detect the activity in axSpA patients, respectively. RESULTS: D (slow) demonstrated a statistical difference between two groups (P < 0.05) with all threshold b values. With the threshold b value of 30 s/mm(2), f could discriminate the active from control groups (P < 0.05). D(slow) had similar performance between the active and the inactive groups with threshold b values of 10, 20, and 30 s/mm(2) (AUC: 0.877, 0.882, and 0.881, respectively, all P < 0.017). Using the optimized threshold b value of 30 s/mm(2), f showed the best performance to separate the active from the inactive and the control groups with AUC of 0.613 and 0.738 (both P < 0.017) among all threshold b values. CONCLUSION: D (slow) and f exhibited increased diagnostic performance using the optimized threshold b value of 30 s/mm(2) compared with 10 and 20 s/mm(2), whereas D(fast) did not.
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spelling pubmed-87634952022-01-18 Improved Performance of Compartments in Detecting the Activity of Axial Spondyloarthritis Based on IVIM DWI with Optimized Threshold b Value Ye, Qiang Xie, Zhuoyao Guo, Chang Lu, Xing Zheng, Kai Zhao, Yinghua Biomed Res Int Research Article PURPOSE: To explore the diagnostic performance of the optimized threshold b values on IVIM to detect the activity in axial spondyloarthritis (axSpA) patients. METHOD: 40 axSpA patients in the active group, 144 axSpA patients in the inactive group, and 20 healthy volunteers were used to evaluate the tissue diffusion coefficient (D(slow)), perfusion fraction (f), and pseudodiffusion coefficient (D(fast)) with b thresholds of 10, 20, and 30 s/mm(2). The Kruskal-Wallis test and one way ANOVA test was used to compare the different activity among the three groups in axSpA patients, and receiver operating characteristic (ROC) curve analysis was applied to evaluate the performance for D(slow), f, and D(fast) to detect the activity in axSpA patients, respectively. RESULTS: D (slow) demonstrated a statistical difference between two groups (P < 0.05) with all threshold b values. With the threshold b value of 30 s/mm(2), f could discriminate the active from control groups (P < 0.05). D(slow) had similar performance between the active and the inactive groups with threshold b values of 10, 20, and 30 s/mm(2) (AUC: 0.877, 0.882, and 0.881, respectively, all P < 0.017). Using the optimized threshold b value of 30 s/mm(2), f showed the best performance to separate the active from the inactive and the control groups with AUC of 0.613 and 0.738 (both P < 0.017) among all threshold b values. CONCLUSION: D (slow) and f exhibited increased diagnostic performance using the optimized threshold b value of 30 s/mm(2) compared with 10 and 20 s/mm(2), whereas D(fast) did not. Hindawi 2022-01-10 /pmc/articles/PMC8763495/ /pubmed/35047629 http://dx.doi.org/10.1155/2022/2276102 Text en Copyright © 2022 Qiang Ye et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Ye, Qiang
Xie, Zhuoyao
Guo, Chang
Lu, Xing
Zheng, Kai
Zhao, Yinghua
Improved Performance of Compartments in Detecting the Activity of Axial Spondyloarthritis Based on IVIM DWI with Optimized Threshold b Value
title Improved Performance of Compartments in Detecting the Activity of Axial Spondyloarthritis Based on IVIM DWI with Optimized Threshold b Value
title_full Improved Performance of Compartments in Detecting the Activity of Axial Spondyloarthritis Based on IVIM DWI with Optimized Threshold b Value
title_fullStr Improved Performance of Compartments in Detecting the Activity of Axial Spondyloarthritis Based on IVIM DWI with Optimized Threshold b Value
title_full_unstemmed Improved Performance of Compartments in Detecting the Activity of Axial Spondyloarthritis Based on IVIM DWI with Optimized Threshold b Value
title_short Improved Performance of Compartments in Detecting the Activity of Axial Spondyloarthritis Based on IVIM DWI with Optimized Threshold b Value
title_sort improved performance of compartments in detecting the activity of axial spondyloarthritis based on ivim dwi with optimized threshold b value
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8763495/
https://www.ncbi.nlm.nih.gov/pubmed/35047629
http://dx.doi.org/10.1155/2022/2276102
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