Zhi-yun Jiao1, Fang Du1, Jianxun Qu2, Ling He1, Chao Xu1, Xia Ye1, and Jiangfen Wu3
1Department of Radiology, First People’s Hospital of Yangzhou, Yangzhou, People's Republic of China, 2MR Research China, GE Healthcare, Shanghai, People's Republic of China, 3GE Healthcare
Synopsis
Dynamic contrast enhancement (DCE)
MRI is rarely used in lung lesions in previous studies,
because of the influence of heart rate and respiratory motion. With the
development of 3D non-rigid registration algorithm, high resolution dynamic
enhanced MRI application in lung disease is increasing. After registration, the
image is more clearer and the quantitative parameters are more accurate. The quantitative parameters Ktrans and Kep are capable of
differentiating benign and malignant lung lesions, which has an important value
in clinical work.
Objectives
Lung cancer is one of the most
common malignant tumors. The incidence and mortality of lung cancer ranks first
among all the malignant tumors [1]. Chest X-ray and CT scanning used to be routine examination for lung tumor [2], but it
is difficult to differentiate benign and malignant lung tumor by morphological
changes.
Magnetic resonance imaging has the advantage of better soft tissue contrast, no
ionizing radiation, and capability of providing angiogenesis related functional
information. Due to the influence of heart rate and respiratory motion, dynamic
contrast enhancement (DCE) MRI is rarely used in previous studies. With the
development of 3D non-rigid registration algorithm, high resolution dynamic
enhanced MRI application in lung disease is increasing [3]. This study aims to
calculate quantitative permeability related parameters and explore its clinical
value in differentiating between benign and malignant lung lesions. Methods
Twenty-five patients (11 women, 14 men, median age 63, age range 40-75) diagnosed with pulmonary lesion underwent
routine MR exams and DCE MRI on a 3.0T whole body system (GE Discovery 750W) equipped with 16 channel surface coil. Among these patients, 17 patients had lung cancer and 8 patients had benign pulmonary
nodules. The DCE prescription were
performed as follows: 3D T1 weighted gradient echo sequence with five different
flip angles (3° to 15°, in step of 3°) were acquired prior to dynamic scan for
T1 mapping. In dynamic scan, 40 phases were acquired with time resolution of
7s. Gadodiamide (0.1 mmol/kg, Omniscan, GE Healthcare) was intravenously
injected by power injector after the first two phases. Multiple flip angle and
multiphase acquisitions were processed using a commercial DCE post
processing software (Omni-Kinetics). Non-rigid 3D registration (Fig.1) was
carried out prior to two chamber deconvolution with standard Tofts model. The arterial
input function (AIF) were sampled from normal thoracic aorta. The following
permeability parameters were calculated: volume transfer constant Ktrans, return
rate constant rate constant Kep, extravascular extracellular volume fraction Ve,
and blood plasma volume Vp. The ROI placement principles are: (1) determined by
2 senior radiologists; (2) ROI placed in the most enhanced areas (refer to
conventional T2WI and image enhancement); (3) avoid vascular necrosis,
liquefaction and artifacts; (4) manual delineation of ROI; (5) the area is 25
mm2; and (6) measure both the center of the lesion and the adjacent
level two levels once and take the average value of the 3 measurements. Results
The mean Ktrans, Kep, Ve, and Vp of malignant and benigh
lesions were listed in Table.1. There were significant differences between
malignant lesions and benign lesions in Ktrans and Kep (t=4.113, 3.581,
respectively, P<0.05). No significant differences were found between malignant
and benign lesions in Ve and Vp (t=1.276, 2.247, respectively, P>0.05). The
area under the ROC curve (AUC) of Ktrans and Kep for malignant and benign
lesions were 0.882 and 0.846 respectively Fig.2. The sensitivity of these five
parameters were 92.3% and 91.7%, and specificity were 87.5% and 75.0% for the differentiating
pulmonary lesion if using the maximum Youden index as cut-off.Conclusion
The DCE-MRI can quantitatively evaluate the microvascular
permeability. The quantitative parameters Ktrans and Kep are capable of differentiating
benign and malignant lung lesions, which has an important value in clinical
work.Acknowledgements
No acknowledgement found.References
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