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Improved repeatability of dynamic contrast‐enhanced MRI using the complex MRI signal to derive arterial input functions: a test‐retest study in prostate cancer patients

PURPOSE: The arterial input function (AIF) is a major source of uncertainty in tracer kinetic (TK) analysis of dynamic contrast‐enhanced (DCE)‐MRI data. The aim of this study was to investigate the repeatability of AIFs extracted from the complex signal and of the resulting TK parameters in prostate...

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Autores principales: Klawer, Edzo M.E., van Houdt, Petra J., Simonis, Frank F.J., van den Berg, Cornelis A.T., Pos, Floris J., Heijmink, Stijn W.T.P.J., Isebaert, Sofie, Haustermans, Karin, van der Heide, Uulke A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6590420/
https://www.ncbi.nlm.nih.gov/pubmed/30656738
http://dx.doi.org/10.1002/mrm.27646
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author Klawer, Edzo M.E.
van Houdt, Petra J.
Simonis, Frank F.J.
van den Berg, Cornelis A.T.
Pos, Floris J.
Heijmink, Stijn W.T.P.J.
Isebaert, Sofie
Haustermans, Karin
van der Heide, Uulke A.
author_facet Klawer, Edzo M.E.
van Houdt, Petra J.
Simonis, Frank F.J.
van den Berg, Cornelis A.T.
Pos, Floris J.
Heijmink, Stijn W.T.P.J.
Isebaert, Sofie
Haustermans, Karin
van der Heide, Uulke A.
author_sort Klawer, Edzo M.E.
collection PubMed
description PURPOSE: The arterial input function (AIF) is a major source of uncertainty in tracer kinetic (TK) analysis of dynamic contrast‐enhanced (DCE)‐MRI data. The aim of this study was to investigate the repeatability of AIFs extracted from the complex signal and of the resulting TK parameters in prostate cancer patients. METHODS: Twenty‐two patients with biopsy‐proven prostate cancer underwent a 3T MRI exam twice. DCE‐MRI data were acquired with a 3D spoiled gradient echo sequence. AIFs were extracted from the magnitude of the signal (AIF(MAGN)), phase (AIF(PHASE)), and complex signal (AIF(COMPLEX)). The Tofts model was applied to extract K(trans), k(ep) and v(e). Repeatability of AIF curve characteristics and TK parameters was assessed with the within‐subject coefficient of variation (wCV). RESULTS: The wCV for peak height and full width at half maximum for AIF(COMPLEX )(7% and 8%) indicated an improved repeatability compared to AIF(MAGN) (12% and 12%) and AIF(PHASE) (12% and 7%). This translated in lower wCV values for K(trans) (11%) with AIF(COMPLEX )in comparison to AIF(MAGN) (24%) and AIF(PHASE )(15%). For k(ep), the wCV was 16% with AIF(MAGN), 13% with AIF(PHASE), and 13% with AIF(COMPLEX). CONCLUSION: Repeatability of AIF(PHASE) and AIF(COMPLEX) is higher than for AIF(MAGN), resulting in a better repeatability of TK parameters. Thus, use of either AIF(PHASE )or AIF(COMPLEX) improves the robustness of quantitative analysis of DCE‐MRI in prostate cancer.
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spelling pubmed-65904202019-07-08 Improved repeatability of dynamic contrast‐enhanced MRI using the complex MRI signal to derive arterial input functions: a test‐retest study in prostate cancer patients Klawer, Edzo M.E. van Houdt, Petra J. Simonis, Frank F.J. van den Berg, Cornelis A.T. Pos, Floris J. Heijmink, Stijn W.T.P.J. Isebaert, Sofie Haustermans, Karin van der Heide, Uulke A. Magn Reson Med Full Papers—Computer Processing and Modeling PURPOSE: The arterial input function (AIF) is a major source of uncertainty in tracer kinetic (TK) analysis of dynamic contrast‐enhanced (DCE)‐MRI data. The aim of this study was to investigate the repeatability of AIFs extracted from the complex signal and of the resulting TK parameters in prostate cancer patients. METHODS: Twenty‐two patients with biopsy‐proven prostate cancer underwent a 3T MRI exam twice. DCE‐MRI data were acquired with a 3D spoiled gradient echo sequence. AIFs were extracted from the magnitude of the signal (AIF(MAGN)), phase (AIF(PHASE)), and complex signal (AIF(COMPLEX)). The Tofts model was applied to extract K(trans), k(ep) and v(e). Repeatability of AIF curve characteristics and TK parameters was assessed with the within‐subject coefficient of variation (wCV). RESULTS: The wCV for peak height and full width at half maximum for AIF(COMPLEX )(7% and 8%) indicated an improved repeatability compared to AIF(MAGN) (12% and 12%) and AIF(PHASE) (12% and 7%). This translated in lower wCV values for K(trans) (11%) with AIF(COMPLEX )in comparison to AIF(MAGN) (24%) and AIF(PHASE )(15%). For k(ep), the wCV was 16% with AIF(MAGN), 13% with AIF(PHASE), and 13% with AIF(COMPLEX). CONCLUSION: Repeatability of AIF(PHASE) and AIF(COMPLEX) is higher than for AIF(MAGN), resulting in a better repeatability of TK parameters. Thus, use of either AIF(PHASE )or AIF(COMPLEX) improves the robustness of quantitative analysis of DCE‐MRI in prostate cancer. John Wiley and Sons Inc. 2019-01-17 2019-05 /pmc/articles/PMC6590420/ /pubmed/30656738 http://dx.doi.org/10.1002/mrm.27646 Text en © 2019 The Authors Magnetic Resonance in Medicine published by Wiley Periodicals, Inc. on behalf of International Society for Magnetic Resonance in Medicine This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes.
spellingShingle Full Papers—Computer Processing and Modeling
Klawer, Edzo M.E.
van Houdt, Petra J.
Simonis, Frank F.J.
van den Berg, Cornelis A.T.
Pos, Floris J.
Heijmink, Stijn W.T.P.J.
Isebaert, Sofie
Haustermans, Karin
van der Heide, Uulke A.
Improved repeatability of dynamic contrast‐enhanced MRI using the complex MRI signal to derive arterial input functions: a test‐retest study in prostate cancer patients
title Improved repeatability of dynamic contrast‐enhanced MRI using the complex MRI signal to derive arterial input functions: a test‐retest study in prostate cancer patients
title_full Improved repeatability of dynamic contrast‐enhanced MRI using the complex MRI signal to derive arterial input functions: a test‐retest study in prostate cancer patients
title_fullStr Improved repeatability of dynamic contrast‐enhanced MRI using the complex MRI signal to derive arterial input functions: a test‐retest study in prostate cancer patients
title_full_unstemmed Improved repeatability of dynamic contrast‐enhanced MRI using the complex MRI signal to derive arterial input functions: a test‐retest study in prostate cancer patients
title_short Improved repeatability of dynamic contrast‐enhanced MRI using the complex MRI signal to derive arterial input functions: a test‐retest study in prostate cancer patients
title_sort improved repeatability of dynamic contrast‐enhanced mri using the complex mri signal to derive arterial input functions: a test‐retest study in prostate cancer patients
topic Full Papers—Computer Processing and Modeling
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6590420/
https://www.ncbi.nlm.nih.gov/pubmed/30656738
http://dx.doi.org/10.1002/mrm.27646
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