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...

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Main Authors: Velicia Bachtiar, Matthew D Kelly, Henry R Wilman, Jaco Jacobs, Rexford Newbould, Catherine J Kelly, Michael L Gyngell, Katherine E Groves, Andy McKay, Amy H Herlihy, Carolina C Fernandes, Mark Halberstadt, Marion Maguire, Naomi Jayaratne, Sophia Linden, Stefan Neubauer, Rajarshi Banerjee
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2019-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0214921
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spelling doaj-5859963dc92b4a2bbff5136ebcfff6372021-03-03T20:44:59ZengPublic Library of Science (PLoS)PLoS ONE1932-62032019-01-01144e021492110.1371/journal.pone.0214921Repeatability and reproducibility of multiparametric magnetic resonance imaging of the liver.Velicia BachtiarMatthew D KellyHenry R WilmanJaco JacobsRexford NewbouldCatherine J KellyMichael L GyngellKatherine E GrovesAndy McKayAmy H HerlihyCarolina C FernandesMark HalberstadtMarion MaguireNaomi JayaratneSophia LindenStefan NeubauerRajarshi BanerjeeAs 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).https://doi.org/10.1371/journal.pone.0214921
collection DOAJ
language English
format Article
sources DOAJ
author Velicia Bachtiar
Matthew D Kelly
Henry R Wilman
Jaco Jacobs
Rexford Newbould
Catherine J Kelly
Michael L Gyngell
Katherine E Groves
Andy McKay
Amy H Herlihy
Carolina C Fernandes
Mark Halberstadt
Marion Maguire
Naomi Jayaratne
Sophia Linden
Stefan Neubauer
Rajarshi Banerjee
spellingShingle Velicia Bachtiar
Matthew D Kelly
Henry R Wilman
Jaco Jacobs
Rexford Newbould
Catherine J Kelly
Michael L Gyngell
Katherine E Groves
Andy McKay
Amy H Herlihy
Carolina C Fernandes
Mark Halberstadt
Marion Maguire
Naomi Jayaratne
Sophia Linden
Stefan Neubauer
Rajarshi Banerjee
Repeatability and reproducibility of multiparametric magnetic resonance imaging of the liver.
PLoS ONE
author_facet Velicia Bachtiar
Matthew D Kelly
Henry R Wilman
Jaco Jacobs
Rexford Newbould
Catherine J Kelly
Michael L Gyngell
Katherine E Groves
Andy McKay
Amy H Herlihy
Carolina C Fernandes
Mark Halberstadt
Marion Maguire
Naomi Jayaratne
Sophia Linden
Stefan Neubauer
Rajarshi Banerjee
author_sort Velicia Bachtiar
title 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_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_sort repeatability and reproducibility of multiparametric magnetic resonance imaging of the liver.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2019-01-01
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).
url https://doi.org/10.1371/journal.pone.0214921
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