The added value of intravoxel incoherent motion diffusion weighted imaging parameters in differentiating high-grade pancreatic neuroendocrine neoplasms from pancreatic ductal adenocarcinoma

被引:7
作者
Ma, Wanling [1 ]
Wei, Mengqi [1 ]
Han, Zhiwei [1 ]
Tang, Yongqiang [1 ]
Pan, Qi [2 ]
Zhang, Guangwen [1 ]
Ren, Jing [1 ]
Huan, Yi [1 ]
Li, Na [3 ]
机构
[1] Fourth Mil Med Univ, Xijing Hosp, Dept Radiol, Xian 710032, Shaanxi, Peoples R China
[2] Xian Med Collage, Affiliated Hosp 2, Dept Radiol, Xian 710038, Shaanxi, Peoples R China
[3] Ninth Hosp Xian City, Dept Radiol, 151 Second Ring South Rd, Xian 710068, Shaanxi, Peoples R China
基金
中国国家自然科学基金;
关键词
pancreatic ductal adenocarcinoma; pancreatic neuroendocrine neoplasms; intravoxel incoherent motion diffusion weighted imaging; slow apparent diffusion coefficient; fast apparent diffusion coefficient; MICROVASCULAR DENSITY; 2010; CLASSIFICATIONS; ENDOCRINE TUMORS; PERFUSION; CANCER; COEFFICIENT; EXPRESSION; PREDICTION; DIAGNOSIS; LESIONS;
D O I
10.3892/ol.2019.10863
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
The aim of the present study was to investigate the potential significance of intravoxel incoherent motion (IVIM)-diffusion weighted imaging (DWI) in differentiating high-grade pancreatic neuroendocrine neoplasms (pNENs) from pancreatic ductal adenocarcinoma (PDAC). A total of 50 patients, including 37 patients with PDAC and 13 patients with high-grade pNENs, underwent pancreatic multiple b-values DWI with 15 b-values including 0, 10, 20, 40, 60, 80, 100, 150, 200, 400, 800, 1,000, 1,200, 1,500 and 2,000 sec/mm(2). Standard apparent diffusion coefficient (ADC(standard)) and IVIM parameter [slow apparent diffusion coefficient (D-slow), fast apparent diffusion coefficient (D-fast), fraction of fast apparent diffusion coefficient (integral)] values of PDAC and pNENs were compared. P<0.05 was considered to indicate a statistically significant difference. Receiver operating characteristics analysis was performed in order to evaluate the diagnostic potential of IVIM parameters for differentiating high-grade pNENs from PDAC. D-slow of pNENs was significantly lower compared with that of PDAC (0.460 vs. 0.579x10(-3) mm(2)/sec; P=0.001). D-fast of pNENs was significantly higher compared with that of PDAC (13.361 vs. 4.985x10(-3) mm(2)/sec; P<0.001). Area under the curve of D-slow, D-fast and combined D-slow and D-fast was 0.793, 0.863 and 0.885 respectively. The specificity and sensitivity of D-slow <= 0.472x10(-3) mm(2)/sec were 97.3 and 53.9%, respectively, for differentiating high-grade pNENs from PDAC. The specificity and sensitivity of D-fast >9.58x10(-3) mm(2)/sec were 91.9 and 69.2%, respectively, for differentiating high-grade pNENs from PDAC. When D-slow and D-fast were combined, the specificity and sensitivity for differentiating high-grade pNENs from PDAC were 76.9 and 100%, respectively. Taken together, these results indicated that the diffusion-associated parameter D-slow and the perfusion-associated parameter D-fast of IVIM-DWI may differentiate high-grade pNENs from PDAC with high diagnostic accuracy, and that IVIM-DWI may be a valuable biomarker in differentiating pancreatic neoplasms.
引用
收藏
页码:5448 / 5458
页数:11
相关论文
共 40 条
  • [1] Gadolinium-based contrast agents and nephrogenic systemic fibrosis: a systematic review and meta-analysis
    Agarwal, Rajender
    Brunelli, Steven M.
    Williams, Kendal
    Mitchell, Matthew D.
    Feldman, Harold I.
    Umscheid, Craig A.
    [J]. NEPHROLOGY DIALYSIS TRANSPLANTATION, 2009, 24 (03) : 856 - 863
  • [2] Diffusion-Weighted Magnetic Resonance Imaging as a Cancer Biomarker: Consensus and Recommendations
    不详
    [J]. NEOPLASIA, 2009, 11 (02): : 102 - 125
  • [3] Comparison of Biexponential and Monoexponential Model of Diffusion Weighted Imaging in Evaluation of Renal Lesions Preliminary Experience
    Chandarana, Hersh
    Lee, Vivian S.
    Hecht, Elizabeth
    Taouli, Bachir
    Sigmund, Eric E.
    [J]. INVESTIGATIVE RADIOLOGY, 2011, 46 (05) : 285 - 291
  • [4] Non-functional neuroendocrine tumors of the pancreas: Advances in diagnosis and management
    Cloyd, Jordan M.
    Poultsides, George A.
    [J]. WORLD JOURNAL OF GASTROENTEROLOGY, 2015, 21 (32) : 9512 - 9525
  • [5] Microvascular density and hypoxia-inducible factor pathway in pancreatic endocrine tumours: negative correlation of microvascular density and VEGF expression with tumour progression
    Couvelard, A
    O'Toole, D
    Turley, H
    Leek, R
    Sauvanet, A
    Degott, C
    Ruszniewski, P
    Belghiti, J
    Harris, AL
    Gatter, K
    Pezzella, F
    [J]. BRITISH JOURNAL OF CANCER, 2005, 92 (01) : 94 - 101
  • [6] Pancreatic Endocrine Tumors: Tumor Blood Flow Assessed with Perfusion CT Reflects Angiogenesis and Correlates with Prognostic Factors
    d'Assignies, Gaspard
    Couvelard, Anne
    Bahrami, Stephane
    Vullierme, Marie-Pierre
    Hammel, Pascal
    Hentic, Olivia
    Sauvanet, Alain
    Bedossa, Pierre
    Ruszniewski, Philippe
    Vilgrain, Valerie
    [J]. RADIOLOGY, 2009, 250 (02) : 407 - 416
  • [7] Diffusion-Weighted Imaging for Differentiating Benign From Malignant Skull Lesions and Correlation With Cell Density
    Ginat, Daniel T.
    Mangla, Rajiv
    Yeaney, Gabrielle
    Johnson, Mahlon
    Ekholm, Sven
    [J]. AMERICAN JOURNAL OF ROENTGENOLOGY, 2012, 198 (06) : W597 - W601
  • [8] Herwick Steven, 2006, AJR Am J Roentgenol, V187, pW472, DOI 10.2214/AJR.05.0809
  • [9] Intravoxel Incoherent Motion Diffusion-Weighted Imaging of Pancreatic Neuroendocrine Tumors Prediction of the Histologic Grade Using Pure Diffusion Coefficient and Tumor Size
    Hwang, Eui Jin
    Lee, Jeong Min
    Yoon, Jeong Hee
    Kim, Jung Hoon
    Han, Joon Koo
    Choi, Byung Ihn
    Lee, Kyoung-Bun
    Jang, Jin-Young
    Kim, Sun-Whe
    Nickel, Marcel Dominik
    Kiefer, Berthold
    [J]. INVESTIGATIVE RADIOLOGY, 2014, 49 (06) : 396 - 402
  • [10] Clinical Intravoxel Incoherent Motion and Diffusion MR Imaging: Past, Present, and Future
    Iima, Mami
    Le Bihan, Denis
    [J]. RADIOLOGY, 2016, 278 (01) : 13 - 32