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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
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.
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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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