Reproducibility of Brown Adipose Tissue Assessment in Healthy Volunteers based on Time-Resolved Dixon MRI
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 thermogenesis1. MRI is a non-invasive, ionizing-radiation-free imaging method for BAT detection. BAT amount and activity were quantified in in vitro2,3 and in vivo3,4 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 skin5. In this work, the study was repeated after winter for the same interscapular BAT depots and the results were compared to the previously published results5 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 Dixon6 imaging sequence (VIBE;TR=5.85ms;TEin/TEopp=2.46/3.69ms;α=10°;matrix=416×260×64;FOV=500×312×76.8mm3;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 ≤FFbase≤ 0.8, b)FF at end of cooling: FFcool≥ 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 FFbase values (70±2)% decrease to lower mean FFcool 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 FFSAT=(79±4)%) and muscle (mean FFmuscle=(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 winter8,9. 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

1. Berriel Diaz et al, Metabolism 63: 1238-49 (2014)

2. Hu et al., Magn. Reson. Imaging 31: 1195-1202 (2010)

3. Brunner et al., ISMRM 2014, 1674

4. Chen et al., JNM, 54: 1584-1587 (2013)

5. Stahl et al., ISMRM 2015, 336

6. Dixon et al., Radiology 153: 189-194 (1984)

7. Nolden et al., Int J Comput Assist Radiol Surg, 8: 607-20 (2013)

8. Ouellet et al., J Clin Endocrinol Metab 96: 192-199 (2011)

9. Pace et al., Mol Imaging Biol 13: 1029-1035 (2011)

Figures

Axial FF map with positions of evaluated ROIs of BAT R1 and R2 (green), SAT (blue ellipse) and muscle tissue (yellow ellipse). Areas around R1 and R2 were magnified (orange squares, cf. Fig.2).

Comparison of evaluated BAT depots R1 and R2 in an axial slice for all volunteers. Results for both studies are overlayed on FF maps: St01 (red), St02 (green), and intersection of St01 and St02 (yellow). BAT ROIs were detected at reproducible positions. Positions of magnified areas shown in Fig.1.

Mean FF data of BAT ROIs (red) over time exemplarily shown for S01 in St02. FF decreased during cold activation (black: linear fit). In SAT (blue) and muscle tissue (yellow), no FF change was observed. ROI positions are marked in Fig.1.

Histograms of FFbase(brown) and FFcool(blue) distributions in BAT ROIs(light red:overlap). Mean distribution values are given and marked with dashed lines (corresponding colors). Detected potential BAT mass increased in two subjects (S01,S05) and decreased in the other subjects (S02,S03). Mean FF values in BAT ROIs decreased during cooling in both studies.

Detailed results (mean±standard deviation) of BAT ROI assessments in slab overlap of study St01 and study St02 for each volunteer (S01,S02,S03,S05): Fat-fractions at beginning (FFbase) and end (FFcool) of the cooling phase, the slope of the FF evolution, the total volume, and the heat transfer into the water circuit(during cooling).



Proc. Intl. Soc. Mag. Reson. Med. 24 (2016)
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