Osamu Togao1, Akio Hiwatashi1, Jochen Keupp2, Koji Yamashita1, Kazufumi Kikuchi1, Masami Yoneyama3, and Hiroshi Honda1
1Department of Clinical Radiology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan, 2Philips Research, Hamburg, Germany, 3Philips Electronics Japan, Tokyo, Japan
Synopsis
Recently, the FSE Dixon APT acquisition protocol with
intrinsic B0 correction was developed and implemented on 3T clinical MRI
scanners. This technique allows simultaneous acquisition of APT imaging
and intrinsic B0 mapping without increasing scan time. In the present study, we
demonstrated the quantitative performance of the 3D FSE Dixon APT imaging
of brain tumors in comparison with the separate B0 mapping method.
Purpose
Amide
proton transfer (APT) imaging has been developed as one of the
endogenous chemical exchange saturation transfer (CEST) imaging techniques
introduced by the group of Zhou et al.
1. APT imaging exploits the exchange of
protons between the amide protons (-NH) in endogenous mobile proteins and
bulk-water protons. Recent studies have shown that APT imaging is useful in
grading gliomas
2, assessment of therapeutic response in GBMs
3, and in
differentiation of radiation necrosis and active/recurrent tumors
4. APT imaging
is highly sensitive to the presence of B0 inhomogeneity and thus accurate
correction methods are necessary. The separate B0 mapping with dual-echo
gradient sequence has been shown to work for this purpose. It was reported that
2D separate B0 mapping method was accurate and reproducible in APT imaging of
brain tumors
5. However, the separate B0 mapping is time consuming, and
susceptible to alteration in B0 distribution during the scans due to patient’s
head movement. Recently, the FSE Dixon APT acquisition protocol with intrinsic
B0 correction was developed and implemented on 3T clinical MRI
scanners
6-7. This technique allows simultaneous acquisition of APT imaging
and intrinsic B0 mapping without increasing scan time. The purpose of the
present study was to assess the quantitative performance of the 3D FSE Dixon
APT imaging of brain tumors in comparison with the separate B0 mapping.
Methods
[Patients] Twenty-two patients
with brain tumors (54.2±18.7 year-old, 12 males and 10 females) who underwent
subsequent surgical resection were included in the study. Histological types of
brain tumors were as follows: 4 low-grade gliomas, 8 high-grade gliomas, 5
metastases, 2 meningiomas, and 2 malignant lymphomas and one central
neurocytoma.
[MRI] MR imaging was performed
on a 3T clinical scanner (Achieva 3.0TX, Philips Healthcare). APT imaging
with intrinsic B0 correction by Dixon method was performed using 2-channel
body coil transmission, 8-channel head coil reception and the following
parameters in a 3D FSE sequence: RF saturation with Tsat=2s, B1,rms=2.0μT, 40
sinc-Gaussian pulses (50ms), frequency offsets=±3.1ppm, ±3.5ppm, ±3.9ppm
and -1560ppm (S0). Two additional scans at +3.5ppm (averaged for signal intensity), 9
slices, FOV=212×184×40mm, voxel size=1.8×1.8×4.4mm, TR/TE=7200ms/6.2ms, total
acquisition time 4min30s. Acquisition windows and readout gradients were
shifted (echo-shift ES) by -0.4ms(ES1), 0ms(ES2), and +0.4ms(ES3) at 3.5ppm for
Dixon B0 mapping. A separate 3D B0 mapping was performed with 3D GRE sequence
(δTE=1ms) for comparison. A single-slice 2D APT imaging was performed in
the following parameters: RF saturation with Tsat=2s,
B1,rms=2.0μT, 40 sinc-Gaussian pulses (50ms), 25 frequency offsets
(-5.0...+6ppm, step 0.5ppm) and -1560ppm (S0), FOV=230×230mm, voxel
size=1.8×1.8×5mm, TR/TE=5000ms/6ms, total acquisition time 2min20s. A separate
2D B0 mapping was performed with 2D GRE sequence (δTE=1ms).
[Image Analysis] The MTR
asymmetry (MTRasym, APT signal)=(S[−3.5ppm]−S[+3.5ppm])/S0 was calculated with a
point-by-point B0 correction. Three types of APT images were generated; (1) 3D
APT reconstructed via Dixon-B0 mapping (3D-Dixon), (2) 3D APT reconstructed via
separate B0 mapping (3D-Sep), (3) 2D APT reconstructed via separate B0 mapping
(2D-Sep, as a reference standard). Mean and 25-, 50-, 75- and 90-percentile of APT
signal (MTRasym at 3.5 ppm) were measured in the whole tumor ROI in the slice
with maximum area of each tumor.
[Statistical Analysis] Intraclass
correlation coefficient (ICC), Pearson correlation, and Bland-Altman plot were
performed to compare the methods.
Results and Discussion
Table 1 and Figure 1 show ICCs and
correlations between each 3D method and 2D-Sep for mean and percentile values
of tumors, respectively. The mean and 90-percentile APT signals obtained by 3D-Dixon
showed excellent agreements (ICC=0.964 and 0.972, respectively) and
correlations (r=0.93 and 0.95, respectively) with those obtained by 2D-Sep.
These agreements and correlations were better than those obtained using the
3D-Sep (mean: ICC=0.811, r=0.70, 90-percentile: ICC=0.865,
r=0.77). The Bland-Altman plot analyses (Figure 2) show the 3D-Dixon showed narrower 95% limits of agreement than 3D-Sep for
both APT mean and 90-percentile. Figure 3 demonstrates a case with malignant lymphoma where 3D-Dixon APT imaging shows equivalent image quality and measurements to 2D-Sep APT imaging.
These results
indicated that the intrinsic B0 map using Dixon method could be more accurate
than separately acquired B0 map in 3D imaging. 3D Dixon method might be less
sensitive to motion and alteration of B0 shimming during a scan. 3D separately
acquired B0 maps might have larger frequency shifts due to difficulty in B0
shimming over imaging volume and patient's motion.
Conclusion
The 3D FSE Dixon APT imaging of brain
tumors showed the high quantitative performance equivalent to single-slice 2D separate B0
mapping method. The intrinsic B0 mapping and correction would lead to easy work
flow in clinical use, and volume coverage with 3D acquisition should be useful
in therapy follow-up studies.
Acknowledgements
No acknowledgement found.References
1. Zhou J, Payen JF, Wilson DA, et al. Using the amide
proton signals of intracellular proteins and peptides to detect pH effects in
MRI. Nat Med 2003; 9:1085-1090.
2. Togao O,
Yoshiura T, Keupp J, et al. Amide proton transfer imaging of adult diffuse
gliomas: correlation with histopathological grades. Neuro Oncol 2014;
16:441-448.
3. Sagiyama K,
Mashimo T, Togao O, et al. In vivo chemical exchange saturation transfer
imaging allows early detection of a therapeutic response in glioblastoma. Proc
Natl Acad Sci U S A 2014; 111:4542-4547.
4.Zhou J,
Tryggestad E, Wen Z, et al. Differentiation between glioma and radiation
necrosis using molecular magnetic resonance imaging of endogenous proteins and
peptides. Nat Med 2011; 17:130-134.
5. Togao O, Hiwatashi A, Keupp J, et al. Scan-rescan reproducibility of parallel
transmission based amide proton transfer imaging of brain tumors. J Magn Reson
Imaging. 2015;42(5):1346-53.
6. Keupp J and Eggers
H. Intrinsic field homogeneity correction in fast spin echo based amide proton
transfer MRI. Proc Int Soc Magn Reson Med. 2012;20:4185.
7. Keupp J, Doneva M, Sénégas J et al. 3D Fast Spin-Echo Amide Proton
Transfer MR with Intrinsic Field Homogeneity Correction for Neuro-Oncology
Applications. Proc Intl Soc Mag Reson. Med. 2014;22:3150.