Yogesh kannan Mariappan1, Jaladhar Neelavalli1, Nehul Makani1,2, Narayana Krishna Rolla1, Karthik Gopalakrishnan1, Nalini Pagadala1,2, and Jitendar Saini3
1Philips Healthcare, Bengaluru, India, 2Indian Institute of Technology, Madras, Chennai, India, 3National Institute for Mental Health and Neuroscience, Bengaluru, India
Synopsis
In Phase
contrast Angiography (PCA), the flow is encoded as additional phase onto the
background phase typically using a Fast field echo (FFE) based pulse sequence.
This flow dependent phase is then extracted and is used in further downstream
processing. The background phase is typically discarded. In this work, this
background phase is processed to obtain Susceptibility weighted Imaging (SWI)
contrast. Our preliminary results indicate that the additional SWI contrast
(PCA-SWI) images can
potentially provide clinically significant information like hemorrhage,
calcification and thrombus etc. and are similar to the results obtained from
conventional SWI images.
INTRODUCTION
Susceptibility weighted imaging (SWI1) and phase contrast
angiography (PCA2) are MR imaging
techniques where the image contrasts are primarily based on the magnetic
susceptibility of the tissue and the blood flow respectively. Both of these
imaging techniques are phase based techniques, are used commonly in the field,
are available from all the major vendors and provide independent yet
complementary contrasts useful for the assessment of different clinical disease
processes. With PCA, the flow is encoded as additional phase onto the background
phase typically using a Fast field echo (FFE) based pulse sequence. This flow
dependent phase is then extracted from the background phase and is used in
further downstream processing for the calculation of parameters related to blood
flow. The background phase which is typically discarded is rich in information
related to tissue magnetic susceptibility.
In this work, we explored the feasibility of calculating SWI contrast
from this background phase and compared them to images obtained from independently
obtained conventional SWI scans.METHODS
Theory:
Velocity/flow encoding can be
done for blood either in one, two or three orthogonal directions and at least
n+1 datasets are needed for encoding velocity in n directions. In a typical PCA
scan, velocity encoding is done in the three orthogonal directions with four different signals typically acquired with the following encodings:
$$S_1 = S_0.e^{i{\frac{γGτ^2(-V_x-V_y-V_z)}{2}+\phi_b}}$$
$$S_2 = S_0.e^{i{\frac{γGτ^2(-V_x+V_y+V_z)}{2}+\phi_b}}$$
$$S_3 = S_0.e^{i{\frac{γGτ^2(+V_x-V_y+V_z)}{2}+\phi_b}}$$
$$S_4 = S_0.e^{i{\frac{γGτ^2(+V_x+V_y-V_z)}{2}+\phi_b}}$$
Where Sn is the
obtain signal, S0 is the magnitude signal , Vx,Vy,Vz are the
velocities of blood along x, y and z directions respectively, G is the
amplitude of the bipolar gradient used for velocity encoding, τ is the duration
of one lobe of the bipolar velocity encoding gradient, γ is the
gyromagnetic ratio in units of Hertz/Tesla and φb is the background
field.
With our approach, the signal of
interest is the background signal (S0,φb
), which can
be calculated as
$$|S_{swi}|=\frac{|S_1|+|S_2|+|S_3|+|S_4|}{4};$$
$$\angle S_{pca,swi}=\angle (\frac{S_1.S_2.S_3.S_4}{4}) = \phi_b$$
Using $$$|S_{swi}|$$$ and $$$\angle S_{pca,swi}$$$ , susceptibility weighted
contrast images can be calculated as indicated in 3 and the images thus obtained are referred to as PCA-SWI images.
MR Imaging parameters:
All the subjects had provided informed
written consent. For the clinical data, there was no change in the clinical
workflow and data acquisition; The subjects underwent PCA and SWI scans as part of
their clinically indicated exams and the raw data collected was processed with
the proposed approach. The imaging parameters are all listed in the Table 1.RESULTS
Figure
1 shows an example from a healthy volunteer where it can be seen that
there is an improvement in tissue contrast compared to the data without SWI
masking. Figure 2 shows example data from the clinical case studies with
hemorrhage, calcification and thrombosis, indicating higher contrast from the
PCA-SWI images compared to the original PCA magnitude images. From the conventional
SWI images shown in the figure, it can be seen that PCA-SWI provides
information similar to the conventional SWI imagesDISCUSSION
From the results presented in
this abstract, it can be seen that SWI contrast can be obtained from Phase
contrast Angiography(similar to 4 where SWI contrast was calculated from MR Elastography), which provides higher contrast in the brain and could visualize
artefacts like hemorrhage, calcification etc. The preliminary results indicate
that the SWI images obtained from PCA data provide contrast similar to the
conventional SWI images, albeit with amplified noise. The noise amplification
is due to the parameter combinations non-optimal for SWI contrast, like the
single, short TE and the combination of 4 signals. However, it should be noted
here that there is no change in data acquisition; we are obtaining the SWI
contrast completely “free” adding significant value.
The primary benefit of this
approach would be in applications where both PCA and SWI contrasts are
currently obtained, where the additional SWI scan can be avoided. In cases
where the noise amplification hinders diagnosis, this approach can be used as a
quick check to decide whether an independent, high resolution SWI is necessary
or not. As SWI images are obtained from PCA data, these images are naturally
co-registered, enabling multi-parametric analysis without any additional
post-processing. A potential benefit would be to obtain clinically significant
SWI contrast from all the applications where PCA is used, potentially extending
the applicability of SWI, for example in cardiac Thalassemia, peripheral
vascular calcification etc.CONCLUSION
The results presented
in this work provides initial evidence that clinically significant SWI contrast
can be obtained from data obtained for PCA. The promising results provide
motivation for further research to improve the image quality of PCA-SWI images,
to test this approach in a large patient cohort and in other applications like
cardiac Thalassemia.Acknowledgements
No acknowledgement found.References
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