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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...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2019
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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. |
format | Online Article Text |
id | pubmed-6590420 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
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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