Non-Gaussian Diffusion Models and T1rho Quantification in the Assessment of Hepatic Sinusoidal Obstruction Syndrome in Rats

被引:4
作者
Lyu, Jian [1 ,2 ]
Yang, Guixiang [3 ,4 ]
Mei, Yingjie [5 ]
Guo, Li [1 ,2 ,6 ]
Guo, Yihao [1 ,2 ]
Zhang, Xinyuan [1 ,2 ]
Xu, Yikai [3 ,4 ]
Feng, Yanqiu [1 ,2 ]
机构
[1] Southern Med Univ, Sch Biomed Engn, 1838 Guangzhou Ave N, Guangzhou 510515, Guangdong, Peoples R China
[2] Southern Med Univ, Guangdong Prov Key Lab Med Image Proc, Guangzhou, Guangdong, Peoples R China
[3] Southern Med Univ, Nanfang Hosp, Dept Med Imaging Ctr, Guangzhou, Guangdong, Peoples R China
[4] Southern Med Univ, Key Lab Mental Hlth, Minist Educ, Guangzhou, Guangdong, Peoples R China
[5] Philips Healthcare, Guangzhou, Guangdong, Peoples R China
[6] Sun Yat Sen Univ, Affiliated Foshan Hosp, Peoples Hosp Foshan 1, Dept MRI, Foshan, Guangdong, Peoples R China
基金
中国国家自然科学基金;
关键词
diffusion-weighted imaging; diffusion kurtosis imaging; stretched exponential; T(1)rho; hepatic sinusoidal obstruction syndrome; OXALIPLATIN-BASED CHEMOTHERAPY; COLORECTAL LIVER METASTASES; WATER DIFFUSION; MARROW-TRANSPLANTATION; VENOOCCLUSIVE DISEASE; OCCLUSIVE DISEASE; EUROPEAN-SOCIETY; FIBROSIS; HETEROGENEITY; COEFFICIENT;
D O I
10.1002/jmri.27156
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 Non-Gaussian diffusion models and T(1)rho quantification may reflect the changes in tissue heterogeneity in hepatic sinusoidal obstruction syndrome (SOS). Purpose To investigate the feasibility of diffusion kurtosis imaging (DKI), stretched exponential model (SEM), and T(1)rho quantification in detecting and staging SOS in a monocrotaline (MCT)-induced rat model. Study Type Animal study. Population Thirty male Sprague-Dawley rats gavaged with MCT to induce hepatic SOS and six male rats without any intervention. Field Strength/Sequence 3.0T, DWI with five b-values (0-2000 s/mm(2)) and T(1)rho with five spin lock times (1-60 msec). Assessment MRI was performed 1 day before and 1, 3, 5, 7, and 10 days after MCT administration. The corrected apparent diffusion coefficient (D-app), kurtosis coefficient (K-app), distributed diffusion coefficient (DDC), and intravoxel water molecular diffusion heterogeneity (alpha) were calculated from the corresponding non-Gaussian diffusion model. The T(1)rho value was calculated using a monoexponential model. Specimens obtained from the six timepoints were categorized into normal liver (n = 6), early-stage (n = 16), and late-stage (n = 14) SOS in accordance with the pathological score. Statistical Tests Parametric statistical methods and receiver operating characteristic (ROC) curves were employed to determine diagnostic accuracy. Results The D-app, K-app, DDC, alpha, and T(1)rho values were correlated with pathological score with r values of -0.821, 0.726, -0.828, -0.739, and 0.714 (all P < 0.001), respectively. DKI (combined D-app and K-app) and SEM (combined DDC and alpha) were better than T(1)rho for staging SOS. The areas under the ROC curve of DKI, SEM, and T(1)rho for differentiating normal liver and early-stage SOS were 0.97, 1.00, and 0.79, whereas those of DKI, SEM, and T(1)rho for differentiating early-stage and late-stage SOS were 1.00, 0.97, and 0.92, respectively. Data Conclusion DKI, SEM, and T(1)rho may be helpful in staging SOS. Level of Evidence 2 Technical Efficacy Stage 2
引用
收藏
页码:1110 / 1121
页数:12
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