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Predicting fibrosis grades of pancreatic ductal adenocarcinoma using intravoxel incoherent motion diffusion-weighted imaging
Qi Liu1, Wei Xing1, Jilei Zhang2, JingGang Zhang1, Jie Chen1, and Bei Li1
1Department of Radiology, The Third Affiliated Hospital of Soochow University, Changzhou, China, 2Clinical Science, Philips Healthcare, Shanghai, China
This study explored the feasibility of evaluating fibrosis of patients with pancreatic ductal adenocarcinoma (PDAC) and correlate it with histopathological features using intravoxel incoherent motion diffusion-weighted imaging (IVIM-DWI) compared with diffusion-weighted imaging (DWI). This retrospective study assessed 50 patients with surgically resected, pathologically confirmed PDAC who underwent DWI and IVIM-DWI. The tumor tissue was stained with sirius red, CD34, and CK19 to quantitate fibrosis, microvascular density (MVD), and tumor cell density. Patients were classified into low- and high-fibrosis groups based on histopathological features. ADC, D, D*, and f generated from IVIM-DWI were measured in tumor areas by two radiologists independently. ADC with b (0, 500), ADC with b (0, 800), D, D*, and f values were compared between high- and low-fibrosis groups using the Student t test. The association between quantitative DWI parameters and histopathology was assessed using correlation analysis. The D values were lower in the high-fibrosis group than in the low-fibrosis group while the f values followed the opposite trend. Further, no statistically significant differences were found in ADC and D* values between the high- and low-fibrosis groups. A significant negative correlation between D values and fibrosis and a significant positive correlation between f values and fibrosis were observed. D and ƒ values derived from the IVIM model had high sensitivity and diagnostic performance for grading fibrosis in PDAC compared with the conventional DWI model. IVIM-DWI could serve as an imaging biomarker for predicting the fibrosis grade of PDAC.
FIGURE 1: A 67-year-old male with high fibrosis PDAC. ①-③ T1WI, T2WI, arterial phase images, Pancreatic tumors show low T1WI signal, slightly higher signal on the T2WI, the arterial phase mild enhancement; ④-⑦ D*, D, f, ADC parameters mappings, 64.5 μm2/ms, 1.16 μm2/ms, 18.03%, 1.2 μm2/ms, respectively. ⑧-⑨ pathological images of Sirius red and CD34 staining, Fibrosis level is 47%, and MVD is 5.6%.
Figure 5. Correlation Between DWI Parameters and Histopathology Features. (A) The correlation between D values and fibrosis. (B) The correlation between f values and fibrosis. (C) The correlation between D* and MVD.