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Lorentzian-Corrected Apparent Exchange-Dependent Relaxation (LAREX) Ω-Plot Analysis—An Adaptation for qCEST in a Multi-Pool System: Comprehensive In Silico, In Situ, and In Vivo Studies
Based on in silico, in situ, and in vivo studies, this study aims to develop a new method for the quantitative chemical exchange saturation transfer (qCEST) technique considering multi-pool systems. To this end, we extended the state-of-the-art apparent exchange-dependent relaxation (AREX) method wi...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9266897/ https://www.ncbi.nlm.nih.gov/pubmed/35805925 http://dx.doi.org/10.3390/ijms23136920 |
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author | Radke, Karl Ludger Wilms, Lena Marie Frenken, Miriam Stabinska, Julia Knet, Marek Kamp, Benedikt Thiel, Thomas Andreas Filler, Timm Joachim Nebelung, Sven Antoch, Gerald Abrar, Daniel Benjamin Wittsack, Hans-Jörg Müller-Lutz, Anja |
author_facet | Radke, Karl Ludger Wilms, Lena Marie Frenken, Miriam Stabinska, Julia Knet, Marek Kamp, Benedikt Thiel, Thomas Andreas Filler, Timm Joachim Nebelung, Sven Antoch, Gerald Abrar, Daniel Benjamin Wittsack, Hans-Jörg Müller-Lutz, Anja |
author_sort | Radke, Karl Ludger |
collection | PubMed |
description | Based on in silico, in situ, and in vivo studies, this study aims to develop a new method for the quantitative chemical exchange saturation transfer (qCEST) technique considering multi-pool systems. To this end, we extended the state-of-the-art apparent exchange-dependent relaxation (AREX) method with a Lorentzian correction (LAREX). We then validated this new method with in situ and in vivo experiments on human intervertebral discs (IVDs) using the Kendall-Tau correlation coefficient. In the in silico experiments, we observed significant deviations of the AREX method as a function of the underlying exchange rate (k(ba)) and fractional concentration (f(b)) compared to the ground truth due to the influence of other exchange pools. In comparison to AREX, the LAREX-based Ω-plot approach yielded a substantial improvement. In the subsequent in situ and in vivo experiments on human IVDs, no correlation to the histological reference standard or Pfirrmann classification could be found for the f(b) (in situ: τ = −0.17 p = 0.51; in vivo: τ = 0.13 p = 0.30) and k(ba) (in situ: τ = 0.042 p = 0.87; in vivo: τ = −0.26 p = 0.04) of Glycosaminoglycan (GAG) with AREX. In contrast, the influence of interfering pools could be corrected by LAREX, and a moderate to strong correlation was observed for the fractional concentration of GAG for both in situ (τ = −0.71 p = 0.005) and in vivo (τ = −0.49 p < 0.001) experiments. The study presented here is the first to introduce a new qCEST method that enables qCEST imaging in systems with multiple proton pools. |
format | Online Article Text |
id | pubmed-9266897 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-92668972022-07-09 Lorentzian-Corrected Apparent Exchange-Dependent Relaxation (LAREX) Ω-Plot Analysis—An Adaptation for qCEST in a Multi-Pool System: Comprehensive In Silico, In Situ, and In Vivo Studies Radke, Karl Ludger Wilms, Lena Marie Frenken, Miriam Stabinska, Julia Knet, Marek Kamp, Benedikt Thiel, Thomas Andreas Filler, Timm Joachim Nebelung, Sven Antoch, Gerald Abrar, Daniel Benjamin Wittsack, Hans-Jörg Müller-Lutz, Anja Int J Mol Sci Article Based on in silico, in situ, and in vivo studies, this study aims to develop a new method for the quantitative chemical exchange saturation transfer (qCEST) technique considering multi-pool systems. To this end, we extended the state-of-the-art apparent exchange-dependent relaxation (AREX) method with a Lorentzian correction (LAREX). We then validated this new method with in situ and in vivo experiments on human intervertebral discs (IVDs) using the Kendall-Tau correlation coefficient. In the in silico experiments, we observed significant deviations of the AREX method as a function of the underlying exchange rate (k(ba)) and fractional concentration (f(b)) compared to the ground truth due to the influence of other exchange pools. In comparison to AREX, the LAREX-based Ω-plot approach yielded a substantial improvement. In the subsequent in situ and in vivo experiments on human IVDs, no correlation to the histological reference standard or Pfirrmann classification could be found for the f(b) (in situ: τ = −0.17 p = 0.51; in vivo: τ = 0.13 p = 0.30) and k(ba) (in situ: τ = 0.042 p = 0.87; in vivo: τ = −0.26 p = 0.04) of Glycosaminoglycan (GAG) with AREX. In contrast, the influence of interfering pools could be corrected by LAREX, and a moderate to strong correlation was observed for the fractional concentration of GAG for both in situ (τ = −0.71 p = 0.005) and in vivo (τ = −0.49 p < 0.001) experiments. The study presented here is the first to introduce a new qCEST method that enables qCEST imaging in systems with multiple proton pools. MDPI 2022-06-22 /pmc/articles/PMC9266897/ /pubmed/35805925 http://dx.doi.org/10.3390/ijms23136920 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Radke, Karl Ludger Wilms, Lena Marie Frenken, Miriam Stabinska, Julia Knet, Marek Kamp, Benedikt Thiel, Thomas Andreas Filler, Timm Joachim Nebelung, Sven Antoch, Gerald Abrar, Daniel Benjamin Wittsack, Hans-Jörg Müller-Lutz, Anja Lorentzian-Corrected Apparent Exchange-Dependent Relaxation (LAREX) Ω-Plot Analysis—An Adaptation for qCEST in a Multi-Pool System: Comprehensive In Silico, In Situ, and In Vivo Studies |
title | Lorentzian-Corrected Apparent Exchange-Dependent Relaxation (LAREX) Ω-Plot Analysis—An Adaptation for qCEST in a Multi-Pool System: Comprehensive In Silico, In Situ, and In Vivo Studies |
title_full | Lorentzian-Corrected Apparent Exchange-Dependent Relaxation (LAREX) Ω-Plot Analysis—An Adaptation for qCEST in a Multi-Pool System: Comprehensive In Silico, In Situ, and In Vivo Studies |
title_fullStr | Lorentzian-Corrected Apparent Exchange-Dependent Relaxation (LAREX) Ω-Plot Analysis—An Adaptation for qCEST in a Multi-Pool System: Comprehensive In Silico, In Situ, and In Vivo Studies |
title_full_unstemmed | Lorentzian-Corrected Apparent Exchange-Dependent Relaxation (LAREX) Ω-Plot Analysis—An Adaptation for qCEST in a Multi-Pool System: Comprehensive In Silico, In Situ, and In Vivo Studies |
title_short | Lorentzian-Corrected Apparent Exchange-Dependent Relaxation (LAREX) Ω-Plot Analysis—An Adaptation for qCEST in a Multi-Pool System: Comprehensive In Silico, In Situ, and In Vivo Studies |
title_sort | lorentzian-corrected apparent exchange-dependent relaxation (larex) ω-plot analysis—an adaptation for qcest in a multi-pool system: comprehensive in silico, in situ, and in vivo studies |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9266897/ https://www.ncbi.nlm.nih.gov/pubmed/35805925 http://dx.doi.org/10.3390/ijms23136920 |
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