Shikha Panwar1, Rupsa Bhattacharjee2, Vivek Pawar3, Stanley PK2, and Harsh Mahajan1
1Mahajan Imaging, Gurugram, India, 2Philips Health Systems, Philips India Limited, Gurugram, India, 3Philips Health Systems, Philips India Limited, Pune, India
Synopsis
Main challenge associated with conventional DCE-MRI
of breast is compromise between spatial and temporal-resolution. In this study
our objective is to develop an ultra-fast breast dynamic protocol keeping both
spatial and temporal resolution sufficiently high. This is enabled by using
compressed SENSE acceleration technique. Proposed Compressed-SENSE enabled ultra-fast dynamic breast DCE protocol
design has the potential to be used as alternative of conventional DCE
protocol. It gives contrast wash-in information from arteries and veins within
very short time, and can significantly differentiate between malignant and
benign breast lesions quantitatively (validated on proven 10 malignant and 10 benign cases).
Purpose
Breast MR imaging is now a
well established modality for cancer detection due to its high sensitivity and
reasonably good specificity in patients with dense breast, high-risk screening,
preoperative staging in newly diagnosed disease, neoadjuvant therapy monitoring,
and residual disease evaluation [1-3]. Dynamic-contrast-enhanced (DCE) MRI is
the mainstay of breast MR protocol, which characterizes the lesion in terms of morphology
and contrast kinetics enabling breast cancer detection. Main challenge
associated with conventional DCE-MRI of breast is compromise between spatial
and temporal-resolution. As reported in studies, need of
high-spatial-resolution trades off the achievable temporal resolution/ dynamic sequence
time to a minimum of 1 minute or more. This long temporal resolution limits
conventional DCE-MRI in differentiating contrast uptake between internal
mammary artery and vein. Studies have been reported exploring different ways of
developing an ultra-fast breast dynamic protocol that can capture the inflow
contrast in lesions, and hence can be used for contrast wash-in analysis
qualitatively or quantitatively[4-5]. In this study our objective is to develop
an ultra-fast breast dynamic protocol keeping both spatial and temporal resolution
sufficiently high. This is enabled by using compressed SENSE acceleration
technique that combines parallel imaging and compressed sensing by adopting
balanced sampling method. Performance of proposed ultra-fast technique has been
compared quantitatively with conventional DCE breast protocol.Methods
This
Institutional Ethical Committee-approved study included a total of 20 patients between the ages of 30 – 82
years with 20 lesions (10 malignant, histopathologically proven and 10 benign,
some biopsy proven, others typically benign & stable on serial imaging). All
patients underwent conventional and ultra-fast DCE-MRI in a 3.0T MRI multi-transmit (Ingenia, Philips Healthcare, The Netherlands) using a dedicated
multichannel phased array breast coil. The
dynamic series utilized T1 high-resolution isotropic volume examination
(eTHRIVE) sequence demonstrated in Figure 1 consisting of a) conventional pre-contrast
dynamic (1 min 05 secs) run followed by b) a range of 10 ultra-fast dynamics
(5.19 secs each) enabled by Compressed SENSE acquisition after intravenous
administration of gadolinium contrast (Gadoteric Acid Clariscan, GE) at 0.1
mmol/kg followed by 20 ml saline flush injected at 2nd ultra-fast
dynamic at the rate of 2 ml /sec. This is again followed by c) 4 conventional
dynamic post-contrast sequence (part-a). The dynamic scans have no
inter-dynamic gap. Image acquisition parameters are described in figure
2.
One radiologist with 14 years of experience in reading
breast MRI, manually identified
a single voxel within each suspicious lesion on 1st conventional post-contrast sequence and obtained values on corresponding voxels on ultra-fast and conventional dynamics as explained in figure 2. The signal intensities are defined as explained in figure 3. Independent t-test has been carried out in Medcalc [6]
between IER values of conventional and ultra-fast as well as DER conventional
and ultra-fast to check if they can differentiate between malignant and benign
lesions significantly.Results and Discussion
The study results are summarized in Figure 4. The
independent t-test shows that DER values calculated from Ultra-fast protocol
can significantly (p<0.001) differentiate between malignant and benign similar to DER values calculated from conventional protocol. Similar results were
found in case of IER values. IER values calculated from Ultra-fast protocol
significantly (p<0.001) varies between malignant and benign similar to IER
values calculated from conventional protocol. This is turn indicates, the ultra-fast dynamic protocol can
quantitatively behave as the conventional protocol in terms of differentiating
malignant vs benign cases. This protocol is less than a minute, saves time and
increases patient comfort in lying prone for shorter time. In terms of clinical
information, it contains pre-contrast, early and delayed contrast enhancement
as well as wash-in patterns, i.e. how the contrast is washed into internal mammery artery and
veins are visible in different acquisitions. Sample case results are shown in figure 5. In case of
conventional protocol, the early-enhancement dynamic itself is long enough to
get all the arteries and veins enhanced simaltaneously; thereby making it difficult for
radiologists to diagnose wash-in information. The ultra-fast protocol preserves
spatial resolution almost equivalent to conventional dynamic protocol. This has
been achieved by the Compressed-SENSE technique. It also opens up the potential
for Ultra-fast dynamics to contribute
to pharmacokinetic modelling whereas higher-spatial-resolution can help
to determine curve and signal-enhancement patterns within such higher temporal
resolution. Further studies are being formulated to evaluate this protocol in
differentiating between grades of breast tumors based on the
contrast-information it can provide.Conclusion
Proposed
Compressed-SENSE enabled ultra-fast dynamic breast DCE protocol design has the
potential to be used as alternative of conventional DCE protocol. It is
compact, gives contrast wash-in information within very
short time, and can significantly differentiate between malignant and benign
breast lesions.
Acknowledgements
No acknowledgement found.References
[1] Kuhl CK,
Schrading S, Strobel K, Schild HH, Hilgers RD, Bieling HB, et al. Abbreviated
breast magnetic resonance imaging (MRI): First postcontrast subtracted images
and maximum-intensity projection-a novel approach to breast cancer screening
with MRI. J Clin Oncol. 2014;32:2304–10.
[2] Santoro F,
Podo F, Sardanelli F. MRI screening of women with hereditary predisposition to
breast cancer: Diagnostic performance and survival analysis. Breast Cancer Res Treat. 2014;147:685–7.
[3] Martincich L,
Montemurro F, De Rosa G, Marra V, Ponzone R, Cirillo S, et al. Monitoring
response to primary chemotherapy in breast cancer using dynamic
contrast-enhanced magnetic resonance imaging. Breast
Cancer Res Treat. 2004;83:67–76.
[4] Le Y, Kipfer H, Majidi S, Holz S, Dale B,
Geppert C, et al. Application of time-resolved angiography with stochastic
trajectories (TWIST)-Dixon in dynamic contrast-enhanced (DCE) breast MRI. J
Magn Reson Imaging. 2013;38(5):1033–42. https://doi.org/10.1002/jmri.24062.
[5] Mus RD, Borelli C, Bult P, Weiland E,
Karssemeijer N, Barentsz JO, et al. Time to enhancement derived from ultrafast
breast MRI as a novel parameter to discriminate benign from malignant breast
lesions. Eur J Radiol. 2017;89:90–6. https://doi.org/10.1016/j.ejrad.2017.01.020.
[6] MedCalc
Statistical Software Version 14.8.1 (2014) MedCalc Software, Ostend, Belgium.