Evaluating the Histopathology of Pancreatic Ductal Adenocarcinoma by Intravoxel Incoherent Motion-Diffusion Weighted Imaging Comparing With Diffusion-Weighted Imaging

被引:9
作者
Liu, Qi [1 ]
Zhang, Jinggang [1 ]
Jiang, Man [1 ]
Zhang, Yue [2 ]
Chen, Tongbing [3 ]
Zhang, Jilei [4 ]
Li, Bei [1 ]
Chen, Jie [1 ]
Xing, Wei [1 ]
机构
[1] Soochow Univ, Affiliated Hosp 3, Dept Radiol, Changzhou, Peoples R China
[2] Soochow Univ, Affiliated Hosp 3, Dept Hepatobiliary & Pancreat Surg, Changzhou, Peoples R China
[3] Soochow Univ, Affiliated Hosp 3, Dept Pathol, Changzhou, Peoples R China
[4] Philips Healthcare, Clin Sci, Shanghai, Peoples R China
来源
FRONTIERS IN ONCOLOGY | 2021年 / 11卷
关键词
pancreatic ductal adenocarcinoma; diffusion-weighted imaging; intravoxel incoherent motion-diffusion weighted imaging; fibrosis; biomarker; B VALUES; FIBROSIS; LIVER; ASSOCIATION; PARAMETERS; CANCER; DWI;
D O I
10.3389/fonc.2021.670085
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Objectives To explore the differences between intravoxel incoherent motion diffusion-weighted imaging (IVIM-DWI) and diffusion-weighted imaging (DWI) in evaluating the histopathological characters of pancreatic ductal adenocarcinoma (PDAC). Methods This retrospective study enrolled 50 patients with PDAC confirmed by pathology from December 2018 to May 2020. All patients underwent DWI and IVIM-DWI before surgeries. Patients were classified into low- and high-fibrosis groups. Apparent diffusion coefficient (ADC), diffusion coefficient (D), false diffusion coefficient (D*), and perfusion fraction (f) were measured by two radiologists, respectively in GE AW 4.7 post-processing station, wherein ADC values were derived by mono-exponential fits and f, D, D* values were derived by biexponential fits. The tumor tissue was stained with Sirius red, CD34, and CK19 to evaluate fibrosis, microvascular density (MVD), and tumor cell density. Furthermore, the correlation between ADC, D, D*, and f values and histopathological results was analyzed. Results The D values were lower in the high-fibrosis group than in the low-fibrosis group, while the f values were opposite. Further, no statistically significant differences were detected in ADC and D* values between the high- and low-fibrosis groups. The AUC of D and f values had higher evaluation efficacy in the high- and low-fibrosis groups than ADC values. A significant negative correlation was established between D values, and fibrosis and a significant positive correlation were observed between f values and fibrosis. No statistical difference was detected between DWI/IVIM parameters values and MVD or tumor cell density except for the positive correlation between D* values and tumor cell density. Conclusions D and f values derived from the IVIM model had higher sensitivity and diagnostic performance for grading fibrosis in PDAC compared to the conventional DWI model. IVIM-DWI may have the potential as an imaging biomarker for predicting the fibrosis grade of PDAC.
引用
收藏
页数:9
相关论文
共 35 条
  • [1] Diffusion-weighted MR Imaging of the Pancreas: Current Status and Recommendations
    Barral, Matthias
    Taouli, Bachir
    Guiu, Boris
    Koh, Doh-Mu
    Luciani, Alain
    Manfredi, Riccardo
    Vilgrain, Valerie
    Hoeffel, Christine
    Kanematsu, Masayuki
    Soyer, Philippe
    [J]. RADIOLOGY, 2015, 274 (01) : 45 - 63
  • [2] Magnetic Resonance Imaging as a Valid Noninvasive Tool for the Assessment of Pancreatic Fibrosis
    Bieliuniene, Edita
    Frokjaer, Jens Brondum
    Pockevicius, Alius
    Kemesiene, Jurate
    Lukosevicius, Saulius
    Basevicius, Algidas
    Barauskas, Giedrius
    Dambrauskas, Zilvinas
    Gulbinas, Antanas
    [J]. PANCREAS, 2019, 48 (01) : 85 - 93
  • [3] Evaluation of breast cancer using intravoxel incoherent motion (IVIM) histogram analysis: comparison with malignant status, histological subtype, and molecular prognostic factors
    Cho, Gene Young
    Moy, Linda
    Kim, Sungheon G.
    Baete, Steven H.
    Moccaldi, Melanie
    Babb, James S.
    Sodickson, Daniel K.
    Sigmund, Eric E.
    [J]. EUROPEAN RADIOLOGY, 2016, 26 (08) : 2547 - 2558
  • [4] IVIM diffusion-weighted imaging of the liver at 3.0 T: Comparison with 1.5 T
    Cui, Yong
    Dyvorne, Hadrien
    Besa, Cecilia
    Cooper, Nancy
    Taouli, Bachir
    [J]. EUROPEAN JOURNAL OF RADIOLOGY OPEN, 2015, 2 : 123 - 128
  • [5] Diffusion-weighted Imaging of the Liver with Multiple b Values: Effect of Diffusion Gradient Polarity and Breathing Acquisition on Image Quality and Intravoxel Incoherent Motion Parameters-A Pilot Study
    Dyvorne, Hadrien A.
    Galea, Nicola
    Nevers, Thomas
    Fiel, M. Isabel
    Carpenter, David
    Wong, Edmund
    Orton, Matthew
    de Oliveira, Andre
    Feiweier, Thorsten
    Vachon, Marie-Louise
    Babb, James S.
    Taouli, Bachir
    [J]. RADIOLOGY, 2013, 266 (03) : 920 - 929
  • [6] Performing IVIM-DWI using the multifunctional nanosystem for the evaluation of the antitumor microcirculation changes
    Gao, Peng
    Liu, Yiyong
    Shi, Changzheng
    Liu, Yubao
    Luo, Liangping
    [J]. MAGNETIC RESONANCE MATERIALS IN PHYSICS BIOLOGY AND MEDICINE, 2020, 33 (04) : 517 - 526
  • [7] Can diffusion-weighted imaging serve as a biomarker of fibrosis in pancreatic adenocarcinoma?
    Hecht, Elizabeth M.
    Liu, Michael Z.
    Prince, Martin R.
    Jambawalikar, Sachin
    Remotti, Helen E.
    Weisberg, Stuart W.
    Garmon, Donald
    Lopez-Pintado, Sara
    Woo, Yanghee
    Kluger, Michael D.
    Chabot, John A.
    [J]. JOURNAL OF MAGNETIC RESONANCE IMAGING, 2017, 46 (02) : 393 - 402
  • [8] Tumour-stroma interactions in pancreatic ductal adenocarcinoma: Rationale and current evidence for new therapeutic strategies
    Heinemann, V.
    Reni, M.
    Ychou, M.
    Richel, D. J.
    Macarulla, T.
    Ducreux, M.
    [J]. CANCER TREATMENT REVIEWS, 2014, 40 (01) : 118 - 128
  • [9] Hyaluronan impairs vascular function and drug delivery in a mouse model of pancreatic cancer
    Jacobetz, Michael A.
    Chan, Derek S.
    Neesse, Albrecht
    Bapiro, Tashinga E.
    Cook, Natalie
    Frese, Kristopher K.
    Feig, Christine
    Nakagawa, Tomoaki
    Caldwell, Meredith E.
    Zecchini, Heather I.
    Lolkema, Martijn P.
    Jiang, Ping
    Kultti, Anne
    Thompson, Curtis B.
    Maneval, Daniel C.
    Jodrell, Duncan I.
    Frost, Gregory I.
    Shepard, H. M.
    Skepper, Jeremy N.
    Tuveson, David A.
    [J]. GUT, 2013, 62 (01) : 112 - U153
  • [10] Ormeloxifene Suppresses Desmoplasia and Enhances Sensitivity of Gemcitabine in Pancreatic Cancer
    Khan, Sheema
    Ebeling, Mara C.
    Chauhan, Neeraj
    Thompson, Paul A.
    Gara, Rishi K.
    Ganju, Aditya
    Yallapu, Murali M.
    Behrman, Stephen W.
    Zhao, Haotian
    Zafar, Nadeem
    Singh, Man Mohan
    Jaggi, Meena
    Chauhan, Subhash C.
    [J]. CANCER RESEARCH, 2015, 75 (11) : 2292 - 2304