Dian Liu1, Helen Louise Parker2, Jelena Curcic1,2, Sebastian Kozerke1, and Andreas Steingoetter1,2
1Institute for Biomedical Engineering, University and ETH Zurich, Zurich, Switzerland, 2Division of Gastroenterology and Hepatology, University Hospital Zurich, Zurich, Switzerland
Synopsis
Simultaneous assessment of both
intragastric secretion and fat is important in food science but has hitherto
been hampered by the bi-exponential relaxation behavior of fat emulsions. In combination
with IDEAL, this work introduced a fat correction for rapid T1
mapping, which enabled the simultaneous measurement of the intragastric
distribution and temporal development of gastric secretion and fat. Results
revealed the interaction between these two components by dilution and mixing,
making this method a promising tool to non-invasively assess the emulsification
and emptying of ingested fat.Introduction
Quantification of the postprandial
intragastric fat volume and distribution during gastric fat emptying is
important in food science in order to asses the
in vivo performance of
engineered lipid emulsions. The IDEAL method has been recently validated for this
purpose [1]. The presence of fat in the small bowel stimulates gastric acid
secretion, which is required for efficient intragastric emulsification and subsequent
absorption of the ingested fat. The postprandial intragastric accumulation and
mixing of gastric secretion has been previously quantified by rapid T
1
mapping [2]. A simultaneous assessment of both intragastric secretion and fat has
hitherto been hampered by the bi-exponential relaxation behavior of fat
emulsions. In order to allow the simultaneous measurement of intragastric
secretion and fat, this work aims to introduce a fat correction for the previously
established T
1 mapping method.
Methods
Hierarchical IDEAL [3] was implemented incorporating a spectral fat model of
rapeseed oil with the relative amplitude $$$\alpha_p$$$ and chemical shift $$$f_p$$$ of each peak $$$p$$$. Multi-echo data were acquired with a 6-point gradient
echo sequence. Using IDEAL, the complex field map $$$\hat{\psi}$$$ was
estimated and the signal separated into a water and fat signal, $$$W$$$ and $$$F$$$, respectively, from which quantitative FF maps
were obtained. T1 measurements were based on the dual flip angle
(DFA) acquisition, where two measurements at different flip angles $$$\alpha_{1,2}$$$ are performed. The
bi-exponential signal component was removed by substracting $$$F$$$ from the
DFA signal, according to
$$S_w = S - F \frac{\sin\beta_{1,2} (1-E_{1f})}{1-E_{1f}\,\cos\beta_{1,2}} \sum_p \alpha_p \operatorname{e}^{i2\pi f_p}\, \operatorname{e}^{2\pi\hat{\psi}}\,,$$
where
$$$S_w$$$ is the water signal, $$$S$$$ the overall DFA signal and $$$E_{1f}$$$=200 ms the
predefined T1 decay
of fat. A T1 fitting
procedure for the remaining mono-exponential signal was then applied
according to [4]. The result was corrected for nonrectangular slice profiles and
for transmit field inhomogeneity using the rapid B1 mapping
technique DREAM [5]. The final T1 maps were interrelated to
secretion concentration by an in vitro calibration curve (Fig. 1). They also allowed for correcting the T1 bias in
the FF maps.
Meal: An acid
stable emulsion prepared with water, rapeseed oil, polysorbate 80 and contrast
agent Gd-DOTA (Laboratoire Guerbet, France) was investigated (200 mL, 20 wt%
fat, droplet size 0.6 μm).
In
vitro experiments: T1 and FF maps were
acquired using different diluted samples of the emulsion. Results were
validated with spectroscopic inversion recovery measurements as a reference and
compared to T1 mapping without fat correction.
In vivo
experiments: Ten healthy volunteers were imaged in right
decubitus position on a 1.5 T MR system (Philips Healthcare, Best, The Netherlands). After drinking the emulsion, IDEAL, DFA and DREAM scans were performed covering
the complete stomach every 20-30 minutes for 3 hours in total. IDEAL scan
parameters were: TR 10 ms, TE/dTE 1.25/1.54 ms, flip angle 10°, FOV 360x292x156
mm3, voxel size 2.8x2.8 mm2, slice thickness 7.5 mm, scan
duration 1.4 s/slice. DFA scan parameters were: TR 9 ms, TE 2.1 ms, flip angles
2°/20°, FOV 360x292x147 mm3, voxel size 2.8x2.8mm2, slice
thickness 15 mm, scan duration 2.0 s/slice. DREAM scan parameters were: FID
first, TE 1.3/1.7 ms, Ts 3.0 ms, STEAM flip angle 60°, imaging flip angle 10°,
TFE factor 52, FOV 360x292x147 mm3, voxel size 5.6x5.6 mm2,
slice thickness 15 mm, scan duration 1 s/slice. The resulting images were
analyzed by semi-automatic segmentation of gastric content to assess the intragastric
dynamics of secretion and fat.
Results
Fig. 2 shows the agreement
of
in vitro T
1 values with the reference. 3D visualizations of intragastric
FF and secretion maps acquired at different time points are depicted in
Fig. 3a.
Fig. 3b displays the projection of the secretion concentrations
along the direction of gravity over time. The initial accumulation of secretion
in the distal stomach, continuous dilution and mixing of the emulsion by secretion
and subsequent accumulation of secretion as a layer are clearly visible. In
contrast to a consistent linear fat emptying, intragastric secretion showed considerably
inter-subject variability, as seen in
Fig.
4.
Discussion
Combining rapid T
1 mapping with IDEAL enabled
the simultaneous quantification of the intragastric distribution and temporal
development of gastric secretion and fat in emulsions revealing the interaction
of the two components by dilution and mixing.
In vitro validation measurements highlighted
the need to correct for the bi-exponential relaxation behavior of fat,
especially at higher fat fractions. Simultaneous MR imaging of intragastric secretion
and fat seems a promising tool to non-invasively assess the emulsification and emptying
of ingested fat.
Acknowledgements
No acknowledgement found.References
[1]
Liu D, Parker HL, Curcic J, Kozerke S, Steingoetter A. Visualizing and
quantifying human fat digestion with IDEAL. ISMRM 2015.
[2]
Sauter M, Curcic J, Menne D, Goetze O, Fried M, Schwizer W, Steingoetter A. Measuring
the interaction of meal and gastric secretion: a combined quantitative magnetic
resonance imaging and pharmacokinetic modeling approach. Neurogastr Motil 2012.
[3]
Tsao J, Jiang Y. Hierarchical IDEAL: fast, robust, and multiresolution
separation of multiple chemical species from multiple echo times. MRM 2013.
[4]
Treier R, Steingoetter A, Fried M, Schwizer W, Boesiger P. Optimized and
combined T1 and B1 mapping technique for fast and
accurate T1 quantification in contrast-enhanced abdominal MRI. MRM
2007.
[5] Nehrke K, Boernert
P. DREAM – a novel approach for robust, ultrafast, multislice B1
mapping. MRM 2012.