yaling wang1, Zhongshuai Zhang2, Yuancheng Wang1, and Shenghong Ju1
1Zhongda Hospital,School of Medicine,Southeast University, NanJing, China, 2SIEMENS Healthcare, Shanghai, China
Synopsis
This
prospective study aimed to investigate the value of GRASP(Golden-angle RAdial Sparse Parallel)on dynamic gadolinium-enhanced
T1-weighted MRI (DCE-MRI) for the differentiation between benign
and malignant lesions of endometrium on 88 patients. The results showed that
the quantitative parameters include Kep and Ve of DCE-MRI
have statistically significant difference between the benign and malignant
endometrium lesions
Introduction
Endometrial
cancer (EC) is the most common gynecological malignant tumor. Magnetic
resonance imaging (MRI) is a routinely used imaging modality for preoperative
evaluation of EC, and DCE has been proven to be an important diagnostic tool
for differentiation between benign and malignant endometrium lesions (1.2). However,
even using parallel imaging methods, such as SENSE, GRAPPA or CAIPI, can not
ensure a high spatial and temporal resolution simultaneously, which leads to
the failure to detect lesions smaller than 5mm using DCE. Recent study reported that Golden-angle RAdial
Sparse Parallel (GRASP) DCE-MRI extremely improved DCE spatial and temporal
resolution by applying radial trajectory in k-space acquisition and compressed
sensing algorithm for image reconstruction. Previous studies demonstrated that GRASP
DCE was successfully conducted for body, breast, and head/neck imaging
(3). The purpose of this study was to prospectively evaluate the value of the
quantitative DCE parameters, including Ktrans, Kep and Ve,
using GRASP sequence for patients with endometrial tumor, especially for
lesions smaller than 5 mm. Furthermore, a possible cutoff of the useful
parameters were also discussed. Methods
From
August 2020 to November 2020, 88 patients (women, mean age, 54.5years; range, 27–81
years) with clinical suspicion of female pelvic malignant lesions were enrolled
in this study. All MR examinations were performed on a 3 T MRI scanner (MAGNETOM
Vida, Siemens Healthcare, Erlangen, Germany). The axial T1W, T2W, DWI, ADC and Sagittal
T2W images were acquired before contrast injection. Then followed with the
GRASP VIBE sequence for DCE acquisition, the detailed parameters were: TR/TE =4.1/1.86/ms,
thickness = 3mm, slices = 40, FOV = 240
× 240mm2, matrix = 224 × 224, radial
views = 1982, voxel size = 1.1 × 1.1 × 3.0 mm3, total
acquisition time = 5min38sec, contrast injection was conducted when the GRASP
sequence started for 20 seconds ( 2.5 mL/s, 0.2 ml per kilogram of body weight), and DCE
images were reconstructed with a temporal resolution of 9.4s (35periods). Axial
delayed contrast-enhanced T1W images were obtained after the GRASP sequence. The quantitative DCE parameters, i.e. Ktrans, Kep and Ve, were derived using the standard Tofts model on workstation (SIEMENS Healthcare, Erlangen, Germany). For data analysis, the sensitivity and specificity of all the calculated parameters mentioned above were assessed. Receiver operating characteristic (ROC) curve
analysis was utilized to examine the accuracy of values with statistic
important.Results
There
were 69 and 19 patients for benign and malignant endometrium lesions enrolled
in this study, respectively. The Kep value were significantly lower
in the benign group compared with that in the malignant group (0.627 ± 0.673min−1 v.s.
1.412 ± 1.143 min−1; p<0.05).
The area under the ROC curve of the Kep values is 0.82, and the
optimal cutoff point is 0.527 min−1(sensitivety:0.95, specificity:0.61),(figure1). Further, the Ve value
was slightly higher in the benign group compared with that in the malignant
group (0.340± 0.198 v.s. 0.147
± 0.057; p<0.05). The area under the ROC
curve of the Ve values is 0.85, and the optimal cutoff point is 0.206,
(sensitivety:0.81, specificity:0.90) (figure2). The Ktrans value
did not show statistically significant difference between the 2 groups (0.157 ±
0.134 min−1 v.s. 0.231 ± 0.233 min−1; p>0.05). The Ktrans, Kep
and and Ve values of the superficial myometrial layer did not show statistically
significant difference between the two groups. DCE parameters of a representative
patient were shown in Figure 3.Discussion & Conclusions
In this study, DCE
MRI with high temporal and spatial resolution was successfully conducted for
all the patients using GRASP VIBE sequence. The results indicated that the Kep values
in the benign group were lower than that in the malignant group, while the Ve
values were higher in the benign group
than that in the malignant group; but the Ktrans value were no
statistically significant difference between the 2 groups. The probability of
missing small lesions is greatly reduced. In conclusion, GRASP VIBE sequence
can be a useful tool for routine clinical precise to identifying benign and
malignant endometrium lesions.Acknowledgements
Acknowledgements
The authors of this manuscript declare no relationships with any companies,
whose products or services may be related to the subject matter of the article.
The authors state that this work has not received any funding. No complex
statistical methods were necessary for this paper. This is prospective study and has been approved by Institutional Review
Board (The certificate number:2020ZDSYLL220-P01). References
(1) Lin M , Zhang Q , Song Y , et al. Differentiation
of endometrial adenocarcinoma from adenocarcinoma of cervix using kinetic
parameters derived from DCE-MRI. European Journal of Radiology, 2020,
130:109190.
(2) Xu X , Li H , Wang S , et al. Multiplanar
MRI-Based Predictive Model for Preoperative Assessment of Lymph Node Metastasis
in Endometrial Cancer. Frontiers in Oncology, 2019, 9.
(3) Heacock L , Gao Y , Heller S L , et al. Comparison
of conventional DCE-MRI and a novel golden-angle radial multicoil compressed sensing
method for the evaluation of breast lesion conspicuity. Journal of Magnetic
Resonance Imaging, 2016.