Julian Emmerich1, Rebecca Schilling2, Sina Straub1, Asja Pfaffenberger3, and Frederik Bernd Laun1,4
1Medical Physics in Radiology, German Cancer Research Center (DKFZ), Heidelberg, Germany, 2Medical Faculty, University Hospital Ulm, Ulm, Germany, 3Medical Physics in Radiation Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany, 4Institute of Radiology, University Hospital Erlangen, Erlangen, Germany
Synopsis
Due to field inhomogeneities, MR-images
suffer from image distortions in frequency-encoding direction. Using MRI as a tool for dose planning in MR-guided
radiation therapy, image distortions play an important role in defining safety
margins and the planning target volume (PTV). To
investigate the influence of susceptibility-related field inhomogeneities on
the distortion in prostate and cervix, distortions maps based on phase images
were calculated for data acquired in a MR-guidance study. It was found that maximum
distortions in prostate and rectum can be as large as 0.6 mm or 1.0 mm respectively,
which should be considered when defining PTVs.
Purpose
Using
magnetic resonance imaging (MRI) for dose planning in MR-guided radiation
therapy, image distortions play an important role in defining safety margins
and the planning target volume (PTV). To investigate the effect of
susceptibility related distortions caused by intestinal gases in the rectum, image
data of the whole patient collective of a MR-guidance study1 was analyzed
for distortions.Methods
Due
to field inhomogeneities $$$(\Delta B
)$$$
caused by susceptibility $$$(\Delta B_X)$$$
, chemical shift $$$(\Delta B_{CS})$$$ and the inhomogeneities in $$$B_0$$$
, MR-images suffer from image distortions mainly
in frequency-encoding direction2. To determine the inhomogeneities
$$$\Delta B=\Delta B_0 + \Delta B_X + \Delta B_{CS}$$$
, a double echo gradient-echo sequence was used,
with different echo times
$$$TE_1$$$ and
$$$TE_2$$$ to acquire
phase images $$${\phi(x,y,z,TE)}$$$
. Using $$$\Delta TE = TE_2 - TE_1$$$
, the field inhomogeneities can be calculated as
$$$\Delta B (x,y,z) = \frac{\phi(x,y,z,TE)}{\gamma \cdot \Delta TE}$$$
which
result in a distortion $$$\Delta x = \frac{\Delta B}{G_{fe}}$$$
where $$$G_{fe}$$$
is the gradient
strength in frequency encoding direction. To evaluate the distortion maps, ROIs
according to Fig. 1 were drawn with the Medical Imaging Interaction Toolkit
(MITK). For each ROI, mean value and standard deviation was calculated with Matlab
(The MathWorks, Inc., Natick, MA, USA). Data was acquired with a SIEMENS
Symphony fit at 1.5 T field strength (Siemens Healthineers, Erlangen, Germany),
TR = 518 ms, TE
= 4.76/9.52 ms, FoV
= 250 mm x 329 mm, resolution 3.3
mm x 3.3 mm x 3.3 mm, acquisition bandwidth
1515 Hz/Px. The images of the pelvis and the abdomen were acquired in 176 cases
(49 female and 127 male subjects). Phase images were unwrapped with an
algorithm by Maier et al.3.Results
In Fig. 2, absolute mean values
of distortions for all ROIs in all regions are presented as a box-plot. The
medians of the mean distortions are in the range of 0.09 to 0.14 mm for all
regions. In the rectum, maximum distortions are larger than 0.9 mm. In the nereby
region ‘prostate/cervix’, maximum distortions range up to 0.6 mm. Detailed
values are given in Tab. 1. In comparison, distortions are smaller in the
regions ‘peri’ and ‘reference’ and have a smaller spread and less outliers than in the region ‘rectum’. To investigate the influence of the distortions in the
rectum on the surrounding tissue, mean values of the region ‘prostate/cervix’
and of the reference region are plotted versus the mean distortion in the
rectum (Fig. 3). Correlation coefficients and the results of a linear fit are
listed in Tab. 2. There is a significant correlation between the mean distortion
in the rectum and in ‘prostate/cervix’. The reference region shows a weak, but
significant correlation with the region ‘rectum’.Discussion
Distortions caused by intestinal gases cause a non-negligible
effect especially in the rectum and the sourrounding areas, prostate and cervix,
even though the data was acquired with a rather high acquisition bandwidth at
1.5 T in order to minimize distortions.
The weak correlation of the region ‘rectum’ with the reference region
and the stronger correlation between the region ‘prostate/cervix’ and the
rectum indicates a direct influence of susceptibility-related field inhomogeneities
caused by intestinal gases on the distortion in prostate and cervix. Faraway
regions like the reference region are almost unaffected by this effect.Conclusions
Maximum distortions in prostate
and rectum can be as large as 1.0 mm, even when using a distortion-minimizing high
acquistion bandwidth setting as in this study. Especially since the rectum is a
high risk organ, for example in prostate cancer radiation therapy, these
distortions should be considered in the determination of safety margins and PTV.Acknowledgements
No acknowledgement found.References
1. Bostel, T. et al., Radiation Oncology (London, England) 9 (2014): 12. PMC. Web. 6 Nov. 2016.
2. Baldwin, L. N. et al., Medical
Physics,
36(9):3917--3926, 2009.
3. Maier,
F. et al., Magnetic Resonance in Medicine, 73(4):1662--1668, 2015.