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Image quality in whole-body MRI using the MY-RADS protocol in a prospective multi-centre multiple myeloma study

BACKGROUND: The Myeloma Response Assessment and Diagnosis System (MY-RADS) guidelines establish a standardised acquisition and analysis pipeline for whole-body MRI (WB-MRI) in patients with myeloma. This is the first study to assess image quality in a multi-centre prospective trial using MY-RADS. ME...

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Autores principales: Keaveney, Sam, Dragan, Alina, Rata, Mihaela, Blackledge, Matthew, Scurr, Erica, Winfield, Jessica M., Shur, Joshua, Koh, Dow-Mu, Porta, Nuria, Candito, Antonio, King, Alexander, Rennie, Winston, Gaba, Suchi, Suresh, Priya, Malcolm, Paul, Davis, Amy, Nilak, Anjumara, Shah, Aarti, Gandhi, Sanjay, Albrizio, Mauro, Drury, Arnold, Pratt, Guy, Cook, Gordon, Roberts, Sadie, Jenner, Matthew, Brown, Sarah, Kaiser, Martin, Messiou, Christina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Vienna 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10577121/
https://www.ncbi.nlm.nih.gov/pubmed/37840055
http://dx.doi.org/10.1186/s13244-023-01498-3
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author Keaveney, Sam
Dragan, Alina
Rata, Mihaela
Blackledge, Matthew
Scurr, Erica
Winfield, Jessica M.
Shur, Joshua
Koh, Dow-Mu
Porta, Nuria
Candito, Antonio
King, Alexander
Rennie, Winston
Gaba, Suchi
Suresh, Priya
Malcolm, Paul
Davis, Amy
Nilak, Anjumara
Shah, Aarti
Gandhi, Sanjay
Albrizio, Mauro
Drury, Arnold
Pratt, Guy
Cook, Gordon
Roberts, Sadie
Jenner, Matthew
Brown, Sarah
Kaiser, Martin
Messiou, Christina
author_facet Keaveney, Sam
Dragan, Alina
Rata, Mihaela
Blackledge, Matthew
Scurr, Erica
Winfield, Jessica M.
Shur, Joshua
Koh, Dow-Mu
Porta, Nuria
Candito, Antonio
King, Alexander
Rennie, Winston
Gaba, Suchi
Suresh, Priya
Malcolm, Paul
Davis, Amy
Nilak, Anjumara
Shah, Aarti
Gandhi, Sanjay
Albrizio, Mauro
Drury, Arnold
Pratt, Guy
Cook, Gordon
Roberts, Sadie
Jenner, Matthew
Brown, Sarah
Kaiser, Martin
Messiou, Christina
author_sort Keaveney, Sam
collection PubMed
description BACKGROUND: The Myeloma Response Assessment and Diagnosis System (MY-RADS) guidelines establish a standardised acquisition and analysis pipeline for whole-body MRI (WB-MRI) in patients with myeloma. This is the first study to assess image quality in a multi-centre prospective trial using MY-RADS. METHODS: The cohort consisted of 121 examinations acquired across ten sites with a range of prior WB-MRI experience, three scanner manufacturers and two field strengths. Image quality was evaluated qualitatively by a radiologist and quantitatively using a semi-automated pipeline to quantify common artefacts and image quality issues. The intra- and inter-rater repeatability of qualitative and quantitative scoring was also assessed. RESULTS: Qualitative radiological scoring found that the image quality was generally good, with 94% of examinations rated as good or excellent and only one examination rated as non-diagnostic. There was a significant correlation between radiological and quantitative scoring for most measures, and intra- and inter-rater repeatability were generally good. When the quality of an overall examination was low, this was often due to low quality diffusion-weighted imaging (DWI), where signal to noise ratio (SNR), anterior thoracic signal loss and brain geometric distortion were found as significant predictors of examination quality. CONCLUSIONS: It is possible to successfully deliver a multi-centre WB-MRI study using the MY-RADS protocol involving scanners with a range of manufacturers, models and field strengths. Quantitative measures of image quality were developed and shown to be significantly correlated with radiological assessment. The SNR of DW images was identified as a significant factor affecting overall examination quality. TRIAL REGISTRATION: ClinicalTrials.gov, NCT03188172, Registered on 15 June 2017. CRITICAL RELEVANCE STATEMENT: Good overall image quality, assessed both qualitatively and quantitatively, can be achieved in a multi-centre whole-body MRI study using the MY-RADS guidelines. KEY POINTS: • A prospective multi-centre WB-MRI study using MY-RADS can be successfully delivered. • Quantitative image quality metrics were developed and correlated with radiological assessment. • SNR in DWI was identified as a significant predictor of quality, allowing for rapid quality adjustment. GRAPHICAL ABSTRACT: [Image: see text] SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13244-023-01498-3.
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spelling pubmed-105771212023-10-17 Image quality in whole-body MRI using the MY-RADS protocol in a prospective multi-centre multiple myeloma study Keaveney, Sam Dragan, Alina Rata, Mihaela Blackledge, Matthew Scurr, Erica Winfield, Jessica M. Shur, Joshua Koh, Dow-Mu Porta, Nuria Candito, Antonio King, Alexander Rennie, Winston Gaba, Suchi Suresh, Priya Malcolm, Paul Davis, Amy Nilak, Anjumara Shah, Aarti Gandhi, Sanjay Albrizio, Mauro Drury, Arnold Pratt, Guy Cook, Gordon Roberts, Sadie Jenner, Matthew Brown, Sarah Kaiser, Martin Messiou, Christina Insights Imaging Original Article BACKGROUND: The Myeloma Response Assessment and Diagnosis System (MY-RADS) guidelines establish a standardised acquisition and analysis pipeline for whole-body MRI (WB-MRI) in patients with myeloma. This is the first study to assess image quality in a multi-centre prospective trial using MY-RADS. METHODS: The cohort consisted of 121 examinations acquired across ten sites with a range of prior WB-MRI experience, three scanner manufacturers and two field strengths. Image quality was evaluated qualitatively by a radiologist and quantitatively using a semi-automated pipeline to quantify common artefacts and image quality issues. The intra- and inter-rater repeatability of qualitative and quantitative scoring was also assessed. RESULTS: Qualitative radiological scoring found that the image quality was generally good, with 94% of examinations rated as good or excellent and only one examination rated as non-diagnostic. There was a significant correlation between radiological and quantitative scoring for most measures, and intra- and inter-rater repeatability were generally good. When the quality of an overall examination was low, this was often due to low quality diffusion-weighted imaging (DWI), where signal to noise ratio (SNR), anterior thoracic signal loss and brain geometric distortion were found as significant predictors of examination quality. CONCLUSIONS: It is possible to successfully deliver a multi-centre WB-MRI study using the MY-RADS protocol involving scanners with a range of manufacturers, models and field strengths. Quantitative measures of image quality were developed and shown to be significantly correlated with radiological assessment. The SNR of DW images was identified as a significant factor affecting overall examination quality. TRIAL REGISTRATION: ClinicalTrials.gov, NCT03188172, Registered on 15 June 2017. CRITICAL RELEVANCE STATEMENT: Good overall image quality, assessed both qualitatively and quantitatively, can be achieved in a multi-centre whole-body MRI study using the MY-RADS guidelines. KEY POINTS: • A prospective multi-centre WB-MRI study using MY-RADS can be successfully delivered. • Quantitative image quality metrics were developed and correlated with radiological assessment. • SNR in DWI was identified as a significant predictor of quality, allowing for rapid quality adjustment. GRAPHICAL ABSTRACT: [Image: see text] SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13244-023-01498-3. Springer Vienna 2023-10-15 /pmc/articles/PMC10577121/ /pubmed/37840055 http://dx.doi.org/10.1186/s13244-023-01498-3 Text en © The Author(s) 2023 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 Original Article
Keaveney, Sam
Dragan, Alina
Rata, Mihaela
Blackledge, Matthew
Scurr, Erica
Winfield, Jessica M.
Shur, Joshua
Koh, Dow-Mu
Porta, Nuria
Candito, Antonio
King, Alexander
Rennie, Winston
Gaba, Suchi
Suresh, Priya
Malcolm, Paul
Davis, Amy
Nilak, Anjumara
Shah, Aarti
Gandhi, Sanjay
Albrizio, Mauro
Drury, Arnold
Pratt, Guy
Cook, Gordon
Roberts, Sadie
Jenner, Matthew
Brown, Sarah
Kaiser, Martin
Messiou, Christina
Image quality in whole-body MRI using the MY-RADS protocol in a prospective multi-centre multiple myeloma study
title Image quality in whole-body MRI using the MY-RADS protocol in a prospective multi-centre multiple myeloma study
title_full Image quality in whole-body MRI using the MY-RADS protocol in a prospective multi-centre multiple myeloma study
title_fullStr Image quality in whole-body MRI using the MY-RADS protocol in a prospective multi-centre multiple myeloma study
title_full_unstemmed Image quality in whole-body MRI using the MY-RADS protocol in a prospective multi-centre multiple myeloma study
title_short Image quality in whole-body MRI using the MY-RADS protocol in a prospective multi-centre multiple myeloma study
title_sort image quality in whole-body mri using the my-rads protocol in a prospective multi-centre multiple myeloma study
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10577121/
https://www.ncbi.nlm.nih.gov/pubmed/37840055
http://dx.doi.org/10.1186/s13244-023-01498-3
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