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Dynamic contrast‐enhanced MRI of the patellar bone: How to quantify perfusion
PURPOSE: To identify the optimal combination of pharmacokinetic model and arterial input function (AIF) for quantitative analysis of blood perfusion in the patellar bone using dynamic contrast‐enhanced magnetic resonance imaging (DCE‐MRI). MATERIALS AND METHODS: This method design study used a rando...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5836942/ https://www.ncbi.nlm.nih.gov/pubmed/28707311 http://dx.doi.org/10.1002/jmri.25817 |
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author | Poot, Dirk H.J. van der Heijden, Rianne A. van Middelkoop, Marienke Oei, Edwin H.G. Klein, Stefan |
author_facet | Poot, Dirk H.J. van der Heijden, Rianne A. van Middelkoop, Marienke Oei, Edwin H.G. Klein, Stefan |
author_sort | Poot, Dirk H.J. |
collection | PubMed |
description | PURPOSE: To identify the optimal combination of pharmacokinetic model and arterial input function (AIF) for quantitative analysis of blood perfusion in the patellar bone using dynamic contrast‐enhanced magnetic resonance imaging (DCE‐MRI). MATERIALS AND METHODS: This method design study used a random subset of five control subjects from an Institutional Review Board (IRB)‐approved case–control study into patellofemoral pain, scanned on a 3T MR system with a contrast‐enhanced time‐resolved imaging of contrast kinetics (TRICKS) sequence. We systematically investigated the reproducibility of pharmacokinetic parameters for all combinations of Orton and Parker AIF models with Tofts, Extended Tofts (ETofts), and Brix pharmacokinetic models. Furthermore, we evaluated if the AIF should use literature parameters, be subject‐specific, or group‐specific. Model selection was based on the goodness‐of‐fit and the coefficient of variation of the pharmacokinetic parameters inside the patella. This extends previous studies that were not focused on the patella and did not evaluate as many combinations of arterial and pharmacokinetic models. RESULTS: The vascular component in the ETofts model could not reliably be recovered (coefficient of variation [CV] of v(p) >50%) and the Brix model parameters showed high variability of up to 20% for k(el) across good AIF models. Compared to group‐specific AIF, the subject‐specific AIF's mostly had higher residual. The best reproducibility and goodness‐of‐fit were obtained by combining Tofts' pharmacokinetic model with the group‐specific Parker AIF. CONCLUSION: We identified several good combinations of pharmacokinetic models and AIF for quantitative analysis of perfusion in the patellar bone. The recommended combination is Tofts pharmacokinetic model combined with a group‐specific Parker AIF model. Level of Evidence: 2 Technical Efficacy: Stage 1 J. Magn. Reson. Imaging 2018;47:848–858. |
format | Online Article Text |
id | pubmed-5836942 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-58369422018-03-12 Dynamic contrast‐enhanced MRI of the patellar bone: How to quantify perfusion Poot, Dirk H.J. van der Heijden, Rianne A. van Middelkoop, Marienke Oei, Edwin H.G. Klein, Stefan J Magn Reson Imaging Original Research PURPOSE: To identify the optimal combination of pharmacokinetic model and arterial input function (AIF) for quantitative analysis of blood perfusion in the patellar bone using dynamic contrast‐enhanced magnetic resonance imaging (DCE‐MRI). MATERIALS AND METHODS: This method design study used a random subset of five control subjects from an Institutional Review Board (IRB)‐approved case–control study into patellofemoral pain, scanned on a 3T MR system with a contrast‐enhanced time‐resolved imaging of contrast kinetics (TRICKS) sequence. We systematically investigated the reproducibility of pharmacokinetic parameters for all combinations of Orton and Parker AIF models with Tofts, Extended Tofts (ETofts), and Brix pharmacokinetic models. Furthermore, we evaluated if the AIF should use literature parameters, be subject‐specific, or group‐specific. Model selection was based on the goodness‐of‐fit and the coefficient of variation of the pharmacokinetic parameters inside the patella. This extends previous studies that were not focused on the patella and did not evaluate as many combinations of arterial and pharmacokinetic models. RESULTS: The vascular component in the ETofts model could not reliably be recovered (coefficient of variation [CV] of v(p) >50%) and the Brix model parameters showed high variability of up to 20% for k(el) across good AIF models. Compared to group‐specific AIF, the subject‐specific AIF's mostly had higher residual. The best reproducibility and goodness‐of‐fit were obtained by combining Tofts' pharmacokinetic model with the group‐specific Parker AIF. CONCLUSION: We identified several good combinations of pharmacokinetic models and AIF for quantitative analysis of perfusion in the patellar bone. The recommended combination is Tofts pharmacokinetic model combined with a group‐specific Parker AIF model. Level of Evidence: 2 Technical Efficacy: Stage 1 J. Magn. Reson. Imaging 2018;47:848–858. John Wiley and Sons Inc. 2017-07-14 2018-03 /pmc/articles/PMC5836942/ /pubmed/28707311 http://dx.doi.org/10.1002/jmri.25817 Text en © 2017 The Authors Journal of Magnetic Resonance Imaging 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 Creative Commons Attribution‐NonCommercial (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 | Original Research Poot, Dirk H.J. van der Heijden, Rianne A. van Middelkoop, Marienke Oei, Edwin H.G. Klein, Stefan Dynamic contrast‐enhanced MRI of the patellar bone: How to quantify perfusion |
title | Dynamic contrast‐enhanced MRI of the patellar bone: How to quantify perfusion |
title_full | Dynamic contrast‐enhanced MRI of the patellar bone: How to quantify perfusion |
title_fullStr | Dynamic contrast‐enhanced MRI of the patellar bone: How to quantify perfusion |
title_full_unstemmed | Dynamic contrast‐enhanced MRI of the patellar bone: How to quantify perfusion |
title_short | Dynamic contrast‐enhanced MRI of the patellar bone: How to quantify perfusion |
title_sort | dynamic contrast‐enhanced mri of the patellar bone: how to quantify perfusion |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5836942/ https://www.ncbi.nlm.nih.gov/pubmed/28707311 http://dx.doi.org/10.1002/jmri.25817 |
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