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29 June 2018 Water–fat magnetic resonance imaging quantifies relative proportions of brown and white adipose tissues: ex-vivo experiments
Jadranka Stojanovska, Carey N. Lumeng, Cameron Griffin, Diego Hernando, Udo Hoffmann, Jonathan W. Haft, Karen M. Kim, Charles F. Burant, Kanakadurga Singer, Alex Tsodikov, Benjamin D. Long, Matthew A. Romano, Paul C. Tang, Bo Yang, Thomas L. Chenevert
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Abstract
Quantifying the amount of brown adipose tissue (BAT) within white adipose tissue (WAT) in human depots may serve as a target to combat obesity. We aimed to quantify proton density fat fraction (PDFF) of BAT and WAT in relatively pure and in mixed preparation using water–fat imaging. Three ex-vivo experiments were performed at 3 T using excised interscapular BAT and inguinal/subcutaneous WAT from mice. The first two experiments consisted of BAT and WAT in separate tubes, and the third used mixed preparation with graded quantities of BAT and WAT. To investigate the influence of partial volume on PDFF metrics, low (2.66  mm3) and high spatial resolution (0.55  mm3 acquired voxels) in two orthogonal three-dimensional sections were compared. The low-resolution acquisitions are corrected for T2* and multipeak lipid spectrum, thus considered “quantitative,” whereas the high-resolution acquisitions are not corrected but were performed to better spatially segment BAT from WAT zones. As potential BAT metrics, we quantified the average PDFF and the volume of tissue having PDFF ≤50  %   (VOLPDFF  ≤  50  %  ) based on the PDFF histogram. In the first experiment, the average PDFF of BAT was 23  ±  6  %   and 21  ±  7.6  %   and the average PDFF of WAT was 76  ±  7  %   and 87  ±  7  %   using high- and low-resolution techniques, respectively. A similar trend with excellent reproducibility in average PDFF of BAT and WAT was observed in the second experiment. In the third experiment over the four acquisitions, the BAT-dominant tube demonstrated lower PDFF (mean ± SD) of 55  ±  2  %   than WAT-dominant   (  69  ±  4  %    )   and WAT-only tubes   (  88  ±  4  %    )  . Estimating VOLPDFF  ≤  50  %  , the BAT-dominant tube demonstrated higher volume of 0.26  cm3 than WAT-dominant (0.16  cm3) and WAT-only tubes (0.01  cm3). The presence of BAT exhibits a lower PDFF relative to WAT, thus allowing segmentation of low PDFF tissue for quantification of volume representative of BAT. Future studies will determine the clinical relevance of BAT volume within human depots.
CC BY: © The Authors. Published by SPIE under a Creative Commons Attribution 4.0 Unported License. Distribution or reproduction of this work in whole or in part requires full attribution of the original publication, including its DOI.
Jadranka Stojanovska, Carey N. Lumeng, Cameron Griffin, Diego Hernando, Udo Hoffmann, Jonathan W. Haft, Karen M. Kim, Charles F. Burant, Kanakadurga Singer, Alex Tsodikov, Benjamin D. Long, Matthew A. Romano, Paul C. Tang, Bo Yang, and Thomas L. Chenevert "Water–fat magnetic resonance imaging quantifies relative proportions of brown and white adipose tissues: ex-vivo experiments," Journal of Medical Imaging 5(2), 024007 (29 June 2018). https://doi.org/10.1117/1.JMI.5.2.024007
Received: 14 April 2018; Accepted: 8 June 2018; Published: 29 June 2018
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Cited by 3 scholarly publications.
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KEYWORDS
Tissues

Spatial resolution

Magnetic resonance imaging

3D acquisition

Medicine

Image segmentation

In vivo imaging

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