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Published in: EJNMMI Research 1/2020

01-12-2020 | Magnetic Resonance Imaging | Original research

Comparison of [18F]FDG PET/CT with magnetic resonance imaging for the assessment of human brown adipose tissue activity

Authors: Jonas Gabriel William Fischer, Claudia Irene Maushart, Anton S. Becker, Julian Müller, Philipp Madoerin, Alin Chirindel, Damian Wild, Edwin E. G. W. ter Voert, Oliver Bieri, Irene Burger, Matthias Johannes Betz

Published in: EJNMMI Research | Issue 1/2020

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Abstract

Background

Brown adipose tissue (BAT) is a thermogenic tissue which can generate heat in response to mild cold exposure. As it constitutes a promising target in the fight against obesity, we need reliable techniques to quantify its activity in response to therapeutic interventions. The current standard for the quantification of BAT activity is [18F]FDG PET/CT. Various sequences in magnetic resonance imaging (MRI), including those measuring its relative fat content (fat fraction), have been proposed and evaluated in small proof-of-principle studies, showing diverging results. Here, we systematically compare the predictive value of adipose tissue fat fraction measured by MRI to the results of [18F]FDG PET/CT.

Methods

We analyzed the diagnostic reliability of MRI measured fat fraction (FF) for the estimation of human BAT activity in two cohorts of healthy volunteers participating in two prospective clinical trials (NCT03189511, NCT03269747). In both cohorts, BAT activity was stimulated by mild cold exposure. In cohort 1, we performed [18F]FDG PET/MRI; in cohort 2, we used [18F]FDG PET/CT followed by MRI. Fat fraction was determined by 2-point Dixon and 6-point Dixon measurement, respectively. Fat fraction values were compared to SUVmean in the corresponding tissue depot by simple linear regression.

Results

In total, 33 male participants with a mean age of 23.9 years and a mean BMI of 22.8 kg/m2 were recruited. In 32 participants, active BAT was visible. On an intra-individual level, FF was significantly lower in high-SUV areas compared to low-SUV areas (cohort 1: p < 0.0001 and cohort 2: p = 0.0002). The FF of the supraclavicular adipose tissue depot was inversely related to its metabolic activity (SUVmean) in both cohorts (cohort 1: R2 = 0.18, p = 0.09 and cohort 2: R2 = 0.42, p = 0.009).

Conclusion

MRI FF explains only about 40% of the variation in BAT glucose uptake. Thus, it can currently not be used to substitute [18F] FDG PET-based imaging for quantification of BAT activity.

Trial registration

ClinicalTrials.gov. NCT03189511, registered on June 17, 2017, actual study start date was on May 31, 2017, retrospectively registered. NCT03269747, registered on September 01, 2017.
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Literature
19.
go back to reference Gashi G, Madoerin P, Maushart CI, Michel R, Senn JR, Bieri O, et al. MRI characteristics of supraclavicular brown adipose tissue in relation to cold-induced thermogenesis in healthy human adults. J Magn Reson Imaging. 2019. https://doi.org/10.1002/jmri.26733. Gashi G, Madoerin P, Maushart CI, Michel R, Senn JR, Bieri O, et al. MRI characteristics of supraclavicular brown adipose tissue in relation to cold-induced thermogenesis in healthy human adults. J Magn Reson Imaging. 2019. https://​doi.​org/​10.​1002/​jmri.​26733.
22.
go back to reference R-Core-Team. R: a language and environment for statistical computing. 3.4.1 ed: R Foundation for Statistical Computing, Vienna, Austria.; 2017. R-Core-Team. R: a language and environment for statistical computing. 3.4.1 ed: R Foundation for Statistical Computing, Vienna, Austria.; 2017.
23.
go back to reference Jose Pinheiro DB, Saikat DebRoy, Deepayan Sarkar and R-Core-Team. nlme: linear and nonlinear mixed effects models. R package version 3.1-131 ed; 2017. Jose Pinheiro DB, Saikat DebRoy, Deepayan Sarkar and R-Core-Team. nlme: linear and nonlinear mixed effects models. R package version 3.1-131 ed; 2017.
26.
31.
go back to reference Hu HH, Börnert P, Hernando D, Kellman P, Ma J, Reeder S, et al. ISMRM workshop on fat–water separation: insights, applications and progress in MRI. Magn Reson Med. 2012;68:378–88.CrossRef Hu HH, Börnert P, Hernando D, Kellman P, Ma J, Reeder S, et al. ISMRM workshop on fat–water separation: insights, applications and progress in MRI. Magn Reson Med. 2012;68:378–88.CrossRef
35.
go back to reference Bertholet AM, Chouchani ET, Kazak L, Angelin A, Fedorenko A, Long JZ, et al. H+ transport is an integral function of the mitochondrial ADP/ATP carrier. Nature. 2019;571:515–20.CrossRef Bertholet AM, Chouchani ET, Kazak L, Angelin A, Fedorenko A, Long JZ, et al. H+ transport is an integral function of the mitochondrial ADP/ATP carrier. Nature. 2019;571:515–20.CrossRef
Metadata
Title
Comparison of [18F]FDG PET/CT with magnetic resonance imaging for the assessment of human brown adipose tissue activity
Authors
Jonas Gabriel William Fischer
Claudia Irene Maushart
Anton S. Becker
Julian Müller
Philipp Madoerin
Alin Chirindel
Damian Wild
Edwin E. G. W. ter Voert
Oliver Bieri
Irene Burger
Matthias Johannes Betz
Publication date
01-12-2020
Publisher
Springer Berlin Heidelberg
Published in
EJNMMI Research / Issue 1/2020
Electronic ISSN: 2191-219X
DOI
https://doi.org/10.1186/s13550-020-00665-7

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