Vanessa Stahl1, Armin M. Nagel1,2, Martin T. Freitag3, Ralf O. Floca4, Moritz C. Berger 1, Reiner Umathum1, Mauricio Berriel Diaz5, Stephan Herzig5, Marc-André Weber6, Antonia Dimitrakopoulou-Strauss7, Peter Bachert1, Mark E. Ladd1, and Florian Maier1
1Medical Physics in Radiology, German Cancer Research Center, Heidelberg, Germany, 2Department of Diagnostic and Interventional Radiology, University Medical Center Ulm, Ulm, Germany, 3Department of Radiology, German Cancer Research Center, Heidelberg, Germany, 4Medical and Biological Informatics, German Cancer Research Center, Heidelberg, Germany, 5Institute for Diabetes and Cancer, Helmholtz Zentrum München German Research Center for Environmental Health, München, Germany, 6Diagnostic and Interventional Radiology, University Hospital of Heidelberg, Heidelberg, Germany, 7Clinical Cooperation Unit Nuclear Medicine, German Cancer Research Center, Heidelberg, Germany
Synopsis
Brown adipose tissue (BAT) is subject of
ongoing metabolic and obesity research having the ability to dissipate energy
through non-shivering thermogenesis.
This study was performed to evaluate
reproducibility of recently shown time-resolved fat-fraction (FF) MR measurements
during cold exposure for BAT assessment. BAT mass and activity were compared to
the previous results assessed in the interscapular BAT depots. Potential BAT depots
were observed at reproducible anatomic positions, showing a reproducible FF evolution
with a mean FF decrease of (-2.31±1.05)%/h during cold-activation.Purpose
Brown adipose tissue
(BAT) is the subject of ongoing research on obesity and metabolic diseases. It
has the ability to dissipate energy through non-shivering thermogenesis
1.
MRI is a non-invasive, ionizing-radiation-free imaging method for BAT detection.
BAT amount and activity were quantified in in
vitro
2,3 and in vivo
3,4
studies. Fat-fraction (FF) assessments showed that BAT FF decreases over time
under cold exposure. Recently, BAT FF decrease was evaluated over time during induced cooling of the skin
5. In this
work, the study was repeated after winter for the same interscapular BAT depots
and the results were compared to the previously published results
5
to evaluate reproducibility.
Material and Methods
The protocol of the recent BAT study5 (St01)
was repeated after winter (St02). Four of five subjects could be included
(S01-S03, S05; 22-29 years, body-mass-index (BMI) 19-24). MR examinations were
performed with informed consent on a 3T hybrid MR system (
Biograph mMR 3.0T, Siemens, Erlangen, Germany), using the spine-array
coil, the flexible 3×3-body-matrix-array coil and the 16-channel head/neck coil.
A 2-point Dixon
6 imaging sequence (VIBE;TR=5.85ms;TE
in/TE
opp=2.46/3.69ms;α=10°;matrix=416×260×64;FOV=500×312×76.8mm
3;BW=710 Hz/px;GRAPPA
R=2;30sec breath-hold) was applied every 5min over 140min. For activation of
the clavicular region, a cooling vest (
Polar
Products Inc., OH, USA), circulated with temperature-controlled water from
a water circulator (
Haake F6 Circulator,
Artisan Scientific, IL, USA) was used to expose each volunteer to a cold
environment. Three temperature phases were employed: baseline (23°C, 20min),
cooling (12°C, 90min), and warming (37°C, 30min). Water temperatures at the inlet
and outlet of the vest, under the armpit and at the back skin were monitored
with fiber-optic temperature probes (
LumaSense
Technologies Inc., CA, USA). Data evaluation was done with MATLAB (
The MathWorks, Natick, AM, USA) and MITK
(
Medical Imaging Interaction Toolkit, DKFZ,
Heidelberg, Germany)
7.
Water images (W) were registered to a target image to
compensate different breath-hold positions. Resulting transformations were
applied to the corresponding fat images (F).
FF maps (FF=F/F+W) were determined for each time point and median filtered (3-by-3-by-1-neighborhood)
to reduce noise. FF change rate during activation was estimated applying a
linear fit pixel-wise. The following criteria were used for BAT assessment: a)FF
before cooling: 0.6 ≤FF
base≤ 0.8, b)FF at end
of cooling: FF
cool≥ 0.3, c)negative FF gradient, d)size
of BAT region-of-interest (ROI) N≥15px, e)segmentation of manual interscapular target
areas (R1,R2) assisted by radiologist. R1 and R2 were compared to subcutaneous
adipose (SAT) and muscle tissue (mean ROI size 8ml).
For comparison of changes in R1 and R2 between St01 and
St02, manual rigid registration was performed to compensate for different
patient positions on the table under the assistance of a radiologist. Evaluated
regions were restricted to the slab overlap of St01 and St02.
Results
Fig.1 shows a FF map
of S01 with marked positions of evaluated regions. BAT ROI positions and FF changes
were reproducible between studies for each volunteer (Fig.2,Tab.1). During
cold activation, a mean FF decrease of (-2.31±1.05)%/h was found (Tab.1). Mean
FF
base values (70±2)% decrease to lower mean FF
cool values
(66±2)% (Fig.3). S02 and S05 showed a slight FF decrease during the baseline phase
in St02 (similar to St01). During the warming phase, no immediate recovery of
the initial BAT FF was found.
An increase of BAT volume
was detected in St02 in S01 and S05 and a decrease in S02 and S03 (Fig.4). In
SAT (mean FF
SAT=(79±4)%) and muscle (mean FF
muscle=(7±2)%) no FF change was observed (Fig.3).
Measured
body temperature stayed constant at (37.6±0.13)°C and back skin temperatures
decreased during cold activation. The mean outlet temperature at the vest was about
(1.2±0.2)°C higher than the inlet temperature, indicating a mean heat transfer
of (61±8)W into the water circuit.
Discussion and Conclusion
The results of St02
reproduce the results found in St01. BAT depots showed a similar FF decrease
during cold activation. In subject S02, R1 was not detectable and was not evaluated. However, cold-activated
potential BAT depots were found in each subject.
We observed an
increase of potential BAT depot size in two volunteers (S01,S05). Both
volunteers also transferred more heat into the water circuit in St02 (14%,8%).
The other volunteers (S02,S03) with decreased potential BAT depot size released
less heat (-18%,-16%). Previous studies found an increased BAT depot size during
winter
8,9. However, a larger cohort needs to be evaluated to analyze
correlations. In the next step, we will optimize our algorithm for detection of
supraclavicular BAT depots and increase study cohort size to analyze
correlations of BAT mass and other parameters (e.g.,outdoor temperatures, age,
sex, BMI).
In conclusion, this
study (St02) showed reproducible FF decreases during cold activation in potential
interscapular BAT depots at reproducible anatomic positions.
Acknowledgements
This work was funded by the Helmholtz Alliance ICEMED - Imaging and Curing
Environmental Metabolic Diseases, through the Initiative and Networking Fund of
the Helmholtz Association.
The authors thank Barbara Dillenberger and Christian Kindtner for technical
support with the cooling vest and the water circuit.References
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