Differentiating supraclavicular from gluteal adipose tissue based on simultaneous PDFF and T 2 mapping using a 20-echo gradient-echo acquisition

Adipose tissue (AT) can be classified into white and brown/beige subtypes. Chemical shift encoding-based water-fat MRI-techniques allowing simultaneous mapping of proton density fat fraction (PDFF) and T * result in a lower PDFF and a shorter T * in brown compared with white AT. However, AT T * valu...

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Veröffentlicht in:Journal of magnetic resonance imaging 2019-08, Vol.50 (2), p.424-434
Hauptverfasser: Franz, Daniela, Diefenbach, Maximilian N, Treibel, Franziska, Weidlich, Dominik, Syväri, Jan, Ruschke, Stefan, Wu, Mingming, Holzapfel, Christina, Drabsch, Theresa, Baum, Thomas, Eggers, Holger, Rummeny, Ernst J, Hauner, Hans, Karampinos, Dimitrios C
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container_end_page 434
container_issue 2
container_start_page 424
container_title Journal of magnetic resonance imaging
container_volume 50
creator Franz, Daniela
Diefenbach, Maximilian N
Treibel, Franziska
Weidlich, Dominik
Syväri, Jan
Ruschke, Stefan
Wu, Mingming
Holzapfel, Christina
Drabsch, Theresa
Baum, Thomas
Eggers, Holger
Rummeny, Ernst J
Hauner, Hans
Karampinos, Dimitrios C
description Adipose tissue (AT) can be classified into white and brown/beige subtypes. Chemical shift encoding-based water-fat MRI-techniques allowing simultaneous mapping of proton density fat fraction (PDFF) and T * result in a lower PDFF and a shorter T * in brown compared with white AT. However, AT T * values vary widely in the literature and are primarily based on 6-echo data. Increasing the number of echoes in a multiecho gradient-echo acquisition is expected to increase the precision of AT T * mapping. 1) To mitigate issues of current T *-measurement techniques through experimental design, and 2) to investigate gluteal and supraclavicular AT T * and PDFF and their relationship using a 20-echo gradient-echo acquisition. Prospective. Twenty-one healthy subjects. First, a ground truth signal evolution was simulated from a single-T * water-fat model. Second, a time-interleaved 20-echo gradient-echo sequence with monopolar gradients of neck and abdomen/pelvis at 3 T was performed in vivo to determine supraclavicular and gluteal PDFF and T *. Complex-based water-fat separation was performed for the first 6 echoes and the full 20 echoes. AT depots were segmented. Mann-Whitney test, Wilcoxon signed-rank test and simple linear regression analysis. Both PDFF and T * differed significantly between supraclavicular and gluteal AT with 6 and 20 echoes (PDFF: P < 0.0001 each, T *: P = 0.03 / P < 0.0001 for 6/20 echoes). 6-echo T * demonstrated higher standard deviations and broader ranges than 20-echo T *. Regression analyses revealed a strong relationship between PDFF and T * values per AT compartment (R = 0.63 supraclavicular, R = 0.86 gluteal, P < 0.0001 each). The present findings suggest that an increase in the number of sampled echoes beyond 6 does not affect AT PDFF quantification, whereas AT T * is considerably affected. Thus, a 20-echo gradient-echo acquisition enables a multiparametric analysis of both AT PDFF and T * and may therefore improve MR-based differentiation between white and brown fat. 2 Technical Efficacy: Stage 2 J. Magn. Reson. Imaging 2019;50:424-434.
doi_str_mv 10.1002/jmri.26661
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Chemical shift encoding-based water-fat MRI-techniques allowing simultaneous mapping of proton density fat fraction (PDFF) and T * result in a lower PDFF and a shorter T * in brown compared with white AT. However, AT T * values vary widely in the literature and are primarily based on 6-echo data. Increasing the number of echoes in a multiecho gradient-echo acquisition is expected to increase the precision of AT T * mapping. 1) To mitigate issues of current T *-measurement techniques through experimental design, and 2) to investigate gluteal and supraclavicular AT T * and PDFF and their relationship using a 20-echo gradient-echo acquisition. Prospective. Twenty-one healthy subjects. First, a ground truth signal evolution was simulated from a single-T * water-fat model. Second, a time-interleaved 20-echo gradient-echo sequence with monopolar gradients of neck and abdomen/pelvis at 3 T was performed in vivo to determine supraclavicular and gluteal PDFF and T *. Complex-based water-fat separation was performed for the first 6 echoes and the full 20 echoes. AT depots were segmented. Mann-Whitney test, Wilcoxon signed-rank test and simple linear regression analysis. Both PDFF and T * differed significantly between supraclavicular and gluteal AT with 6 and 20 echoes (PDFF: P &lt; 0.0001 each, T *: P = 0.03 / P &lt; 0.0001 for 6/20 echoes). 6-echo T * demonstrated higher standard deviations and broader ranges than 20-echo T *. Regression analyses revealed a strong relationship between PDFF and T * values per AT compartment (R = 0.63 supraclavicular, R = 0.86 gluteal, P &lt; 0.0001 each). The present findings suggest that an increase in the number of sampled echoes beyond 6 does not affect AT PDFF quantification, whereas AT T * is considerably affected. 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Complex-based water-fat separation was performed for the first 6 echoes and the full 20 echoes. AT depots were segmented. Mann-Whitney test, Wilcoxon signed-rank test and simple linear regression analysis. Both PDFF and T * differed significantly between supraclavicular and gluteal AT with 6 and 20 echoes (PDFF: P &lt; 0.0001 each, T *: P = 0.03 / P &lt; 0.0001 for 6/20 echoes). 6-echo T * demonstrated higher standard deviations and broader ranges than 20-echo T *. Regression analyses revealed a strong relationship between PDFF and T * values per AT compartment (R = 0.63 supraclavicular, R = 0.86 gluteal, P &lt; 0.0001 each). The present findings suggest that an increase in the number of sampled echoes beyond 6 does not affect AT PDFF quantification, whereas AT T * is considerably affected. 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Chemical shift encoding-based water-fat MRI-techniques allowing simultaneous mapping of proton density fat fraction (PDFF) and T * result in a lower PDFF and a shorter T * in brown compared with white AT. However, AT T * values vary widely in the literature and are primarily based on 6-echo data. Increasing the number of echoes in a multiecho gradient-echo acquisition is expected to increase the precision of AT T * mapping. 1) To mitigate issues of current T *-measurement techniques through experimental design, and 2) to investigate gluteal and supraclavicular AT T * and PDFF and their relationship using a 20-echo gradient-echo acquisition. Prospective. Twenty-one healthy subjects. First, a ground truth signal evolution was simulated from a single-T * water-fat model. Second, a time-interleaved 20-echo gradient-echo sequence with monopolar gradients of neck and abdomen/pelvis at 3 T was performed in vivo to determine supraclavicular and gluteal PDFF and T *. Complex-based water-fat separation was performed for the first 6 echoes and the full 20 echoes. AT depots were segmented. Mann-Whitney test, Wilcoxon signed-rank test and simple linear regression analysis. Both PDFF and T * differed significantly between supraclavicular and gluteal AT with 6 and 20 echoes (PDFF: P &lt; 0.0001 each, T *: P = 0.03 / P &lt; 0.0001 for 6/20 echoes). 6-echo T * demonstrated higher standard deviations and broader ranges than 20-echo T *. Regression analyses revealed a strong relationship between PDFF and T * values per AT compartment (R = 0.63 supraclavicular, R = 0.86 gluteal, P &lt; 0.0001 each). The present findings suggest that an increase in the number of sampled echoes beyond 6 does not affect AT PDFF quantification, whereas AT T * is considerably affected. 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title Differentiating supraclavicular from gluteal adipose tissue based on simultaneous PDFF and T 2 mapping using a 20-echo gradient-echo acquisition
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