Cargando…

Repeatability and reproducibility of multiparametric magnetic resonance imaging of the liver

As the burden of liver disease reaches epidemic levels, there is a high unmet medical need to develop robust, accurate and reproducible non-invasive methods to quantify liver tissue characteristics for use in clinical development and ultimately in clinical practice. This prospective cross-sectional...

Descripción completa

Detalles Bibliográficos
Autores principales: Bachtiar, Velicia, Kelly, Matthew D., Wilman, Henry R., Jacobs, Jaco, Newbould, Rexford, Kelly, Catherine J., Gyngell, Michael L., Groves, Katherine E., McKay, Andy, Herlihy, Amy H., Fernandes, Carolina C., Halberstadt, Mark, Maguire, Marion, Jayaratne, Naomi, Linden, Sophia, Neubauer, Stefan, Banerjee, Rajarshi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6457552/
https://www.ncbi.nlm.nih.gov/pubmed/30970039
http://dx.doi.org/10.1371/journal.pone.0214921
_version_ 1783409918882086912
author Bachtiar, Velicia
Kelly, Matthew D.
Wilman, Henry R.
Jacobs, Jaco
Newbould, Rexford
Kelly, Catherine J.
Gyngell, Michael L.
Groves, Katherine E.
McKay, Andy
Herlihy, Amy H.
Fernandes, Carolina C.
Halberstadt, Mark
Maguire, Marion
Jayaratne, Naomi
Linden, Sophia
Neubauer, Stefan
Banerjee, Rajarshi
author_facet Bachtiar, Velicia
Kelly, Matthew D.
Wilman, Henry R.
Jacobs, Jaco
Newbould, Rexford
Kelly, Catherine J.
Gyngell, Michael L.
Groves, Katherine E.
McKay, Andy
Herlihy, Amy H.
Fernandes, Carolina C.
Halberstadt, Mark
Maguire, Marion
Jayaratne, Naomi
Linden, Sophia
Neubauer, Stefan
Banerjee, Rajarshi
author_sort Bachtiar, Velicia
collection PubMed
description As the burden of liver disease reaches epidemic levels, there is a high unmet medical need to develop robust, accurate and reproducible non-invasive methods to quantify liver tissue characteristics for use in clinical development and ultimately in clinical practice. This prospective cross-sectional study systematically examines the repeatability and reproducibility of iron-corrected T1 (cT1), T2*, and hepatic proton density fat fraction (PDFF) quantification with multiparametric MRI across different field strengths, scanner manufacturers and models. 61 adult participants with mixed liver disease aetiology and those without any history of liver disease underwent multiparametric MRI on combinations of 5 scanner models from two manufacturers (Siemens and Philips) at different field strengths (1.5T and 3T). We report high repeatability and reproducibility across different field strengths, manufacturers, and scanner models in standardized cT1 (repeatability CoV: 1.7%, bias -7.5ms, 95% LoA of -53.6 ms to 38.5 ms; reproducibility CoV 3.3%, bias 6.5 ms, 95% LoA of -76.3 to 89.2 ms) and T2* (repeatability CoV: 5.5%, bias -0.18 ms, 95% LoA -5.41 to 5.05 ms; reproducibility CoV 6.6%, bias -1.7 ms, 95% LoA -6.61 to 3.15 ms) in human measurements. PDFF repeatability (0.8%) and reproducibility (0.75%) coefficients showed high precision of this metric. Similar precision was observed in phantom measurements. Inspection of the ICC model indicated that most of the variance in cT1 could be accounted for by study participants (ICC = 0.91), with minimal contribution from technical differences. We demonstrate that multiparametric MRI is a non-invasive, repeatable and reproducible method for quantifying liver tissue characteristics across manufacturers (Philips and Siemens) and field strengths (1.5T and 3T).
format Online
Article
Text
id pubmed-6457552
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-64575522019-05-03 Repeatability and reproducibility of multiparametric magnetic resonance imaging of the liver Bachtiar, Velicia Kelly, Matthew D. Wilman, Henry R. Jacobs, Jaco Newbould, Rexford Kelly, Catherine J. Gyngell, Michael L. Groves, Katherine E. McKay, Andy Herlihy, Amy H. Fernandes, Carolina C. Halberstadt, Mark Maguire, Marion Jayaratne, Naomi Linden, Sophia Neubauer, Stefan Banerjee, Rajarshi PLoS One Research Article As the burden of liver disease reaches epidemic levels, there is a high unmet medical need to develop robust, accurate and reproducible non-invasive methods to quantify liver tissue characteristics for use in clinical development and ultimately in clinical practice. This prospective cross-sectional study systematically examines the repeatability and reproducibility of iron-corrected T1 (cT1), T2*, and hepatic proton density fat fraction (PDFF) quantification with multiparametric MRI across different field strengths, scanner manufacturers and models. 61 adult participants with mixed liver disease aetiology and those without any history of liver disease underwent multiparametric MRI on combinations of 5 scanner models from two manufacturers (Siemens and Philips) at different field strengths (1.5T and 3T). We report high repeatability and reproducibility across different field strengths, manufacturers, and scanner models in standardized cT1 (repeatability CoV: 1.7%, bias -7.5ms, 95% LoA of -53.6 ms to 38.5 ms; reproducibility CoV 3.3%, bias 6.5 ms, 95% LoA of -76.3 to 89.2 ms) and T2* (repeatability CoV: 5.5%, bias -0.18 ms, 95% LoA -5.41 to 5.05 ms; reproducibility CoV 6.6%, bias -1.7 ms, 95% LoA -6.61 to 3.15 ms) in human measurements. PDFF repeatability (0.8%) and reproducibility (0.75%) coefficients showed high precision of this metric. Similar precision was observed in phantom measurements. Inspection of the ICC model indicated that most of the variance in cT1 could be accounted for by study participants (ICC = 0.91), with minimal contribution from technical differences. We demonstrate that multiparametric MRI is a non-invasive, repeatable and reproducible method for quantifying liver tissue characteristics across manufacturers (Philips and Siemens) and field strengths (1.5T and 3T). Public Library of Science 2019-04-10 /pmc/articles/PMC6457552/ /pubmed/30970039 http://dx.doi.org/10.1371/journal.pone.0214921 Text en © 2019 Bachtiar et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Bachtiar, Velicia
Kelly, Matthew D.
Wilman, Henry R.
Jacobs, Jaco
Newbould, Rexford
Kelly, Catherine J.
Gyngell, Michael L.
Groves, Katherine E.
McKay, Andy
Herlihy, Amy H.
Fernandes, Carolina C.
Halberstadt, Mark
Maguire, Marion
Jayaratne, Naomi
Linden, Sophia
Neubauer, Stefan
Banerjee, Rajarshi
Repeatability and reproducibility of multiparametric magnetic resonance imaging of the liver
title Repeatability and reproducibility of multiparametric magnetic resonance imaging of the liver
title_full Repeatability and reproducibility of multiparametric magnetic resonance imaging of the liver
title_fullStr Repeatability and reproducibility of multiparametric magnetic resonance imaging of the liver
title_full_unstemmed Repeatability and reproducibility of multiparametric magnetic resonance imaging of the liver
title_short Repeatability and reproducibility of multiparametric magnetic resonance imaging of the liver
title_sort repeatability and reproducibility of multiparametric magnetic resonance imaging of the liver
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6457552/
https://www.ncbi.nlm.nih.gov/pubmed/30970039
http://dx.doi.org/10.1371/journal.pone.0214921
work_keys_str_mv AT bachtiarvelicia repeatabilityandreproducibilityofmultiparametricmagneticresonanceimagingoftheliver
AT kellymatthewd repeatabilityandreproducibilityofmultiparametricmagneticresonanceimagingoftheliver
AT wilmanhenryr repeatabilityandreproducibilityofmultiparametricmagneticresonanceimagingoftheliver
AT jacobsjaco repeatabilityandreproducibilityofmultiparametricmagneticresonanceimagingoftheliver
AT newbouldrexford repeatabilityandreproducibilityofmultiparametricmagneticresonanceimagingoftheliver
AT kellycatherinej repeatabilityandreproducibilityofmultiparametricmagneticresonanceimagingoftheliver
AT gyngellmichaell repeatabilityandreproducibilityofmultiparametricmagneticresonanceimagingoftheliver
AT groveskatherinee repeatabilityandreproducibilityofmultiparametricmagneticresonanceimagingoftheliver
AT mckayandy repeatabilityandreproducibilityofmultiparametricmagneticresonanceimagingoftheliver
AT herlihyamyh repeatabilityandreproducibilityofmultiparametricmagneticresonanceimagingoftheliver
AT fernandescarolinac repeatabilityandreproducibilityofmultiparametricmagneticresonanceimagingoftheliver
AT halberstadtmark repeatabilityandreproducibilityofmultiparametricmagneticresonanceimagingoftheliver
AT maguiremarion repeatabilityandreproducibilityofmultiparametricmagneticresonanceimagingoftheliver
AT jayaratnenaomi repeatabilityandreproducibilityofmultiparametricmagneticresonanceimagingoftheliver
AT lindensophia repeatabilityandreproducibilityofmultiparametricmagneticresonanceimagingoftheliver
AT neubauerstefan repeatabilityandreproducibilityofmultiparametricmagneticresonanceimagingoftheliver
AT banerjeerajarshi repeatabilityandreproducibilityofmultiparametricmagneticresonanceimagingoftheliver