Quantitative parameters of intravoxel incoherent motion diffusion weighted imaging (IVIM-DWI): potential application in predicting pathological grades of pancreatic ductal adenocarcinoma

被引:24
作者
Ma, Wanling [1 ]
Zhang, Guangwen [1 ]
Ren, Jing [1 ]
Pan, Qi [1 ]
Wen, Didi [1 ]
Zhong, Jinman [1 ]
Zhang, Zhuoli [2 ]
Huan, Yi [1 ]
机构
[1] Fourth Mil Med Univ, Xijing Hosp, Dept Radiol, Changle West Rd 127, Xian 710032, Shaanxi, Peoples R China
[2] Northwestern Univ, Feinberg Sch Med, Dept Radiol, Chicago, IL 60611 USA
基金
中国国家自然科学基金;
关键词
Pancreatic ductal adenocarcinoma (PDAC); intravoxel incoherent motion; pure diffusion coefficient; pseudodiffusion coefficient; perfusion fraction; MICROVESSEL DENSITY; PROGNOSTIC-FACTORS; META-ANALYSIS; TUMOR GRADE; PERFUSION; LESIONS; CANCER; COEFFICIENT; CARCINOMA; DIAGNOSIS;
D O I
10.21037/qims.2018.04.08
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Background: The aim of this study was to compare intravoxel incoherent motion diffusion weighted imaging (IVIM-DWI) parameters such as standard apparent diffusion coefficient (ADC(standard)), pure diffusion coefficient (D-slow), pseudodiffusion coefficient (D-fast) and perfusion fraction (f) for differentiating pancreatic ductal adenocarcinoma (PDAC) with different pathological grades. Methods: Institutional Review Board of our hospital approved this study protocol. Subjects comprised 38 PDACs confirmed by pathology. Pancreatic multiple b values DWI with 15 b values of 0, 10, 20, 40, 60, 80, 100, 150, 200, 400, 800, 1,000, 1200, 1,500, and 2,000 s/mm(2) was performed using GE Discovery MR750 3.0T scanner. ADC(standard), D-slow, D-fast and f values of all PDACs were calculated using mono-and biexponential models. Parameters of well/moderately differentiated and poorly differentiated PDAC were compared using Independent Sample t-test. P values < 0.05 were considered significant. Results: Mean Dslow value of well/moderately differentiated PDAC was significantly lower than that of poorly differentiated PDAC (0.540x10(-3) vs. 0.676x10(-3) mm(2)/s, P< 0.001). Mean f value of well/moderately differentiated PDAC was significantly higher than that of poorly differentiated PDAC (60.3% vs. 38.4%, P< 0.001). The area under curve value of f in differentiating well/ moderately differentiated PDAC from poorly differentiated PDAC was slightly higher than that of D-slow (0.894> 0.865). When the D-slow value was less than or equal to 0.599x10-(3) mm(2)/s, the sensitivity and specificity were 100% and 84.6% respectively. When f value was greater than 49.6%, the sensitivity and specificity were 92.0% and 84.6% respectively. Conclusions: Dslow and f derived from IVIM-DWI model can be used to distinguish well/ moderately differentiated PDAC from poorly differentiated PDAC. And to serve this purpose, Dslow and f have high diagnostic performance. IVIM-DWI is a promising and non-invasive tool for predicting pathological grade of PDAC.
引用
收藏
页码:301 / 310
页数:10
相关论文
共 50 条
[11]   Intravoxel Incoherent Motion Diffusion-Weighted Imaging for Quantitative Differentiation of Breast Tumors: A Meta-Analysis [J].
Liang, Jianye ;
Zeng, Sihui ;
Li, Zhipeng ;
Kong, Yanan ;
Meng, Tiebao ;
Zhou, Chunyan ;
Chen, Jieting ;
Wu, YaoPan ;
He, Ni .
FRONTIERS IN ONCOLOGY, 2020, 10
[12]   Intravoxel incoherent motion diffusion-weighted MR imaging parameters predict pathological classification in thymic epithelial tumors [J].
Li, Gang-Feng ;
Duan, Shi-Jun ;
Yan, Lin-Feng ;
Wang, Wen ;
Jing, Yong ;
Yan, Wei-Qiang ;
Sun, Qian ;
Wang, Shu-Mei ;
Nan, Hai-Yan ;
Xu, Tian-Yong ;
Zheng, Dan-Dan ;
Hu, Yu-Chuan ;
Cui, Guang-Bin .
ONCOTARGET, 2017, 8 (27) :44579-44592
[13]   Intravoxel incoherent motion diffusion-weighted imaging (IVIM-DWI) of the major salivary glands: an assessment of the optimal number and combination of b-values [J].
Kimura, Mitsuhiro ;
Yabuuchi, Hidetake ;
Narita, Hiroshi ;
Kurihara, Yoichi ;
Hisada, Kiyoshi ;
Sakai, Noriyuki ;
Nagatomo, Kazuya ;
Mikayama, Ryoji ;
Masaki, Masafumi ;
Kimura, Hiroshi .
POLISH JOURNAL OF RADIOLOGY, 2022, 87 :E246-E256
[14]   Application of intravoxel incoherent motion diffusion-weighted imaging in hepatocellular carcinoma [J].
Zhou, Yi ;
Zheng, Jing ;
Yang, Cui ;
Peng, Juan ;
Liu, Ning ;
Yang, Lin ;
Zhang, Xiao-Ming .
WORLD JOURNAL OF GASTROENTEROLOGY, 2022, 28 (27) :3334-3345
[15]   Correlation of Histological Vessel Characteristics and Diffusion-Weighted Imaging Intravoxel Incoherent Motion-Derived Parameters in Pancreatic Ductal Adenocarcinomas and Pancreatic Neuroendocrine Tumors [J].
Klauss, Miriam ;
Mayer, Philipp ;
Bergmann, Frank ;
Maier-Hein, Klaus ;
Hase, Judith ;
Hackert, Thilo ;
Kauczor, Hans-Ulrich ;
Grenacher, Lars ;
Stieltjes, Bram .
INVESTIGATIVE RADIOLOGY, 2015, 50 (11) :792-797
[16]   Pretreatment Intra-Voxel Incoherent Motion Diffusion-Weighted Imaging (IVIM-DWI) in Predicting Induction Chemotherapy Response in Locally Advanced Hypopharyngeal Carcinoma [J].
Guo, Wei ;
Luo, Dehong ;
Lin, Meng ;
Wu, Bing ;
Li, Lin ;
Zhao, Yanfeng ;
Yang, Liang ;
Zhou, Chunwu .
MEDICINE, 2016, 95 (10)
[17]   The Application of Intravoxel Incoherent Motion Diffusion-Weighted Imaging in the Diagnosis of Hilar Obstructive Jaundice [J].
Xu, Xin ;
Zhang, Xuening .
JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY, 2019, 43 (02) :228-234
[18]   Intravoxel incoherent motion DWI of the pancreatic adenocarcinomas: monoexponential and biexponential apparent diffusion parameters and histopathological correlations [J].
Ma, Chao ;
Li, Yanjun ;
Wang, Li ;
Wang, Yang ;
Zhang, Yong ;
Wang, He ;
Chen, Shiyue ;
Lu, Jianping .
CANCER IMAGING, 2017, 17 :1-9
[19]   Evaluation of Placental Perfusion Based on Intravoxel Incoherent Motion Diffusion Weighted Imaging (IVIM-DWI) and Its Predictive Value for Late-Onset Fetal Growth Restriction [J].
Shi, Hui ;
Quan, Xianyue ;
Liang, Wen ;
Li, Xinming ;
Ai, Bin ;
Liu, Hongsheng .
GEBURTSHILFE UND FRAUENHEILKUNDE, 2019, 79 (04) :396-401
[20]   Early and late assessment of renal allograft dysfunction using intravoxel incoherent motion (IVIM) and diffusion-weighted imaging (DWI): a prospective study [J].
El-Ksas, Mostafa ;
EL-Metwally, Dina ;
Fahmy, Dalia ;
Shebel, Haytham .
ABDOMINAL RADIOLOGY, 2024, 49 (11) :3902-3912