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Dynamic contrast-enhanced MRI of synovitis in knee osteoarthritis: repeatability, discrimination and sensitivity to change in a prospective experimental study
OBJECTIVES: Evaluate test-retest repeatability, ability to discriminate between osteoarthritic and healthy participants, and sensitivity to change over 6 months, of dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) biomarkers in knee OA. METHODS: Fourteen individuals aged 40–60 with mil...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8270862/ https://www.ncbi.nlm.nih.gov/pubmed/33591383 http://dx.doi.org/10.1007/s00330-021-07698-z |
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author | MacKay, James W. Nezhad, Faezeh Sanaei Rifai, Tamam Kaggie, Joshua D. Naish, Josephine H. Roberts, Caleb Graves, Martin J. Waterton, John C. Janiczek, Robert L. Roberts, Alexandra R. McCaskie, Andrew Gilbert, Fiona J. Parker, Geoff J. M. |
author_facet | MacKay, James W. Nezhad, Faezeh Sanaei Rifai, Tamam Kaggie, Joshua D. Naish, Josephine H. Roberts, Caleb Graves, Martin J. Waterton, John C. Janiczek, Robert L. Roberts, Alexandra R. McCaskie, Andrew Gilbert, Fiona J. Parker, Geoff J. M. |
author_sort | MacKay, James W. |
collection | PubMed |
description | OBJECTIVES: Evaluate test-retest repeatability, ability to discriminate between osteoarthritic and healthy participants, and sensitivity to change over 6 months, of dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) biomarkers in knee OA. METHODS: Fourteen individuals aged 40–60 with mild-moderate knee OA and 6 age-matched healthy volunteers (HV) underwent DCE-MRI at 3 T at baseline, 1 month and 6 months. Voxelwise pharmacokinetic modelling of dynamic data was used to calculate DCE-MRI biomarkers including K(trans) and IAUC(60). Median DCE-MRI biomarker values were extracted for each participant at each study visit. Synovial segmentation was performed using both manual and semiautomatic methods with calculation of an additional biomarker, the volume of enhancing pannus (VEP). Test-retest repeatability was assessed using intraclass correlation coefficients (ICC). Smallest detectable differences (SDDs) were calculated from test-retest data. Discrimination between OA and HV was assessed via calculation of between-group standardised mean differences (SMD). Responsiveness was assessed via the number of OA participants with changes greater than the SDD at 6 months. RESULTS: K(trans) demonstrated the best test-retest repeatability (K(trans)/IAUC(60)/VEP ICCs 0.90/0.84/0.40, SDDs as % of OA mean 33/71/76%), discrimination between OA and HV (SMDs 0.94/0.54/0.50) and responsiveness (5/1/1 out of 12 OA participants with 6-month change > SDD) when compared to IAUC(60) and VEP. Biomarkers derived from semiautomatic segmentation outperformed those derived from manual segmentation across all domains. CONCLUSIONS: K(trans) demonstrated the best repeatability, discrimination and sensitivity to change suggesting that it is the optimal DCE-MRI biomarker for use in experimental medicine studies. KEY POINTS: • Dynamic contrast-enhanced MRI (DCE-MRI) provides quantitative measures of synovitis in knee osteoarthritis which may permit early assessment of efficacy in experimental medicine studies. • This prospective observational study compared DCE-MRI biomarkers across domains relevant to experimental medicine: test-retest repeatability, discriminative validity and sensitivity to change. • The DCE-MRI biomarker K(trans) demonstrated the best performance across all three domains, suggesting that it is the optimal biomarker for use in future interventional studies. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00330-021-07698-z. |
format | Online Article Text |
id | pubmed-8270862 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-82708622021-07-20 Dynamic contrast-enhanced MRI of synovitis in knee osteoarthritis: repeatability, discrimination and sensitivity to change in a prospective experimental study MacKay, James W. Nezhad, Faezeh Sanaei Rifai, Tamam Kaggie, Joshua D. Naish, Josephine H. Roberts, Caleb Graves, Martin J. Waterton, John C. Janiczek, Robert L. Roberts, Alexandra R. McCaskie, Andrew Gilbert, Fiona J. Parker, Geoff J. M. Eur Radiol Musculoskeletal OBJECTIVES: Evaluate test-retest repeatability, ability to discriminate between osteoarthritic and healthy participants, and sensitivity to change over 6 months, of dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) biomarkers in knee OA. METHODS: Fourteen individuals aged 40–60 with mild-moderate knee OA and 6 age-matched healthy volunteers (HV) underwent DCE-MRI at 3 T at baseline, 1 month and 6 months. Voxelwise pharmacokinetic modelling of dynamic data was used to calculate DCE-MRI biomarkers including K(trans) and IAUC(60). Median DCE-MRI biomarker values were extracted for each participant at each study visit. Synovial segmentation was performed using both manual and semiautomatic methods with calculation of an additional biomarker, the volume of enhancing pannus (VEP). Test-retest repeatability was assessed using intraclass correlation coefficients (ICC). Smallest detectable differences (SDDs) were calculated from test-retest data. Discrimination between OA and HV was assessed via calculation of between-group standardised mean differences (SMD). Responsiveness was assessed via the number of OA participants with changes greater than the SDD at 6 months. RESULTS: K(trans) demonstrated the best test-retest repeatability (K(trans)/IAUC(60)/VEP ICCs 0.90/0.84/0.40, SDDs as % of OA mean 33/71/76%), discrimination between OA and HV (SMDs 0.94/0.54/0.50) and responsiveness (5/1/1 out of 12 OA participants with 6-month change > SDD) when compared to IAUC(60) and VEP. Biomarkers derived from semiautomatic segmentation outperformed those derived from manual segmentation across all domains. CONCLUSIONS: K(trans) demonstrated the best repeatability, discrimination and sensitivity to change suggesting that it is the optimal DCE-MRI biomarker for use in experimental medicine studies. KEY POINTS: • Dynamic contrast-enhanced MRI (DCE-MRI) provides quantitative measures of synovitis in knee osteoarthritis which may permit early assessment of efficacy in experimental medicine studies. • This prospective observational study compared DCE-MRI biomarkers across domains relevant to experimental medicine: test-retest repeatability, discriminative validity and sensitivity to change. • The DCE-MRI biomarker K(trans) demonstrated the best performance across all three domains, suggesting that it is the optimal biomarker for use in future interventional studies. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00330-021-07698-z. Springer Berlin Heidelberg 2021-02-16 2021 /pmc/articles/PMC8270862/ /pubmed/33591383 http://dx.doi.org/10.1007/s00330-021-07698-z Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Musculoskeletal MacKay, James W. Nezhad, Faezeh Sanaei Rifai, Tamam Kaggie, Joshua D. Naish, Josephine H. Roberts, Caleb Graves, Martin J. Waterton, John C. Janiczek, Robert L. Roberts, Alexandra R. McCaskie, Andrew Gilbert, Fiona J. Parker, Geoff J. M. Dynamic contrast-enhanced MRI of synovitis in knee osteoarthritis: repeatability, discrimination and sensitivity to change in a prospective experimental study |
title | Dynamic contrast-enhanced MRI of synovitis in knee osteoarthritis: repeatability, discrimination and sensitivity to change in a prospective experimental study |
title_full | Dynamic contrast-enhanced MRI of synovitis in knee osteoarthritis: repeatability, discrimination and sensitivity to change in a prospective experimental study |
title_fullStr | Dynamic contrast-enhanced MRI of synovitis in knee osteoarthritis: repeatability, discrimination and sensitivity to change in a prospective experimental study |
title_full_unstemmed | Dynamic contrast-enhanced MRI of synovitis in knee osteoarthritis: repeatability, discrimination and sensitivity to change in a prospective experimental study |
title_short | Dynamic contrast-enhanced MRI of synovitis in knee osteoarthritis: repeatability, discrimination and sensitivity to change in a prospective experimental study |
title_sort | dynamic contrast-enhanced mri of synovitis in knee osteoarthritis: repeatability, discrimination and sensitivity to change in a prospective experimental study |
topic | Musculoskeletal |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8270862/ https://www.ncbi.nlm.nih.gov/pubmed/33591383 http://dx.doi.org/10.1007/s00330-021-07698-z |
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