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弥散张量成像定量评估大鼠慢性肝炎的严重程度。

Diffusion tensor imaging quantifying the severity of chronic hepatitis in rats.

机构信息

Department of Radiology, The Affiliated Hospital of Southwest Medical University, 25 Taiping Street, Luzhou, Sichuan, 646000, People's Republic of China.

出版信息

BMC Med Imaging. 2020 Jul 2;20(1):74. doi: 10.1186/s12880-020-00466-3.

Abstract

BACKGROUND

Diffusion tensor imaging (DTI) is mainly used for detecting white matter fiber in the brain. DTI was applied to assess fiber in liver disorders in previous studies. However, the data obtained have been insufficient in determining if DTI can be used to exactly stage chronic hepatitis. This study assessed the value of DTI for staging of liver fibrosis (F), necroinflammatory activity (A) and steatosis (S) with chronic hepatitis in rats.

METHODS

Seventy male Sprague-Dawley rats were divided into a control group(n = 10) and an experimental group(n = 60). The rat models of chronic hepatitis were established by abdominal subcutaneous injections of 40% CCl. All of the rats underwent 3.0 T MRI. Regions of interest (ROIs) were subjected to DTI to estimate the MR parameters (rADC value and FA value). Histopathology was used as the reference standard. Multiple linear regression was used to analyze the associations between the MR parameters and pathology. The differences in the MR parameters among the pathological stages were evaluated by MANOVA or ANOVA. The LSD test was used to test for differences between each pair of groups. ROC analysis was also performed.

RESULTS

The count of each pathology was as follows: F0(n = 15), F1(n = 11), F2(n = 6), F3(n = 9), F4(n = 6); A0(n = 8), A1(n = 16), A2(n = 16), A3(n = 7); S0(n = 10), S1(n = 7), S2(n = 3), S3(n = 11), S4(n = 16). The rADC value had a negative correlation with liver fibrosis (r = - 0.392, P = 0.008) and inflammation (r = - 0.359, P = 0.015). The FA value had a positive correlation with fibrosis (r = 0.409, P = 0.005). Significant differences were found in the FA values between F4 and F0 ~ F3 (P = 0.03), while no significant differences among F0 ~ F3 were found (P > 0.05). The AUC of the FA value differentiating F4 from F0 ~ F3 was 0.909 (p < 0.001) with an 83.3% sensitivity and an 85.4% specificity when the FA value was at the cut-off of 588.089 (× 10 mm/s).

CONCLUSION

The FA value for DTI can distinguish early cirrhosis from normal, mild and moderate liver fibrosis, but the rADC value lacked the ability to differentiate among the fibrotic grades. Both the FA and rADC values were unable to discriminate the stages of necroinflammatory activity and steatosis.

摘要

背景

弥散张量成像(DTI)主要用于检测大脑中的白质纤维。先前的研究已经将 DTI 应用于评估肝脏疾病中的纤维,但获得的数据不足以确定 DTI 是否可以用于准确分期慢性肝炎。本研究评估了 DTI 对大鼠慢性肝炎纤维化(F)、坏死性炎症活动(A)和脂肪变性(S)分期的价值。

方法

70 只雄性 Sprague-Dawley 大鼠分为对照组(n=10)和实验组(n=60)。通过腹部皮下注射 40% CCl 建立大鼠慢性肝炎模型。所有大鼠均进行 3.0T MRI 检查。在感兴趣区域(ROI)进行 DTI 以评估 MR 参数(rADC 值和 FA 值)。组织病理学作为参考标准。采用多元线性回归分析 MR 参数与病理学之间的相关性。采用 MANOVA 或 ANOVA 评估各病理阶段间的 MR 参数差异。采用 LSD 检验检验每组间的差异。ROC 分析也进行了。

结果

各病理计数如下:F0(n=15)、F1(n=11)、F2(n=6)、F3(n=9)、F4(n=6);A0(n=8)、A1(n=16)、A2(n=16)、A3(n=7);S0(n=10)、S1(n=7)、S2(n=3)、S3(n=11)、S4(n=16)。rADC 值与肝纤维化(r=-0.392,P=0.008)和炎症(r=-0.359,P=0.015)呈负相关。FA 值与纤维化呈正相关(r=0.409,P=0.005)。F4 与 F0F3 之间的 FA 值存在显著差异(P=0.03),而 F0F3 之间的 FA 值无显著差异(P>0.05)。当 FA 值截断值为 588.089(×10mm/s)时,FA 值区分 F4 与 F0~F3 的 AUC 为 0.909(p<0.001),灵敏度为 83.3%,特异性为 85.4%。

结论

DTI 的 FA 值可区分早期肝硬化与正常、轻度和中度肝纤维化,但 rADC 值缺乏区分纤维化程度的能力。FA 值和 rADC 值均无法区分坏死性炎症活动和脂肪变性的分期。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2c46/7333377/1d3b572cf47f/12880_2020_466_Fig1_HTML.jpg

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