4.4 Article

Preoperative prediction of extramural venous invasion in rectal cancer by dynamic contrast-enhanced and diffusion weighted MRI: a preliminary study

期刊

BMC MEDICAL IMAGING
卷 22, 期 1, 页码 -

出版社

BMC
DOI: 10.1186/s12880-022-00810-9

关键词

Rectal cancer; MRI-predicted; Extramural venous invasion; Diffusion-weighted imaging; Prognosis

资金

  1. Medical Health Science and Technology Project of Zhejiang Province [2019KY734, 2019RC028, 2022KY122]

向作者/读者索取更多资源

This study explored the value of quantitative dynamic contrast-enhanced magnetic resonance imaging and diffusion-weighted imaging parameters in assessing extramural venous invasion in rectal cancer. The results showed that Ktrans and Kep values were associated with mrEMVI positivity, while ADC values were associated with mrEMVI negativity. The combined model based on quantitative DCE parameters and ADC values had good prediction efficiency for pathologic EMVI in rectal cancer.
Background To explore the value of the quantitative dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) and diffusion-weighted imaging (DWI) parameters in assessing preoperative extramural venous invasion (EMVI) in rectal cancer. Methods Eighty-two rectal adenocarcinoma patients who had underwent MRI preoperatively were enrolled in this study. The differences in quantitative DCE-MRI and DWI parameters including Krans, Kep and ADC values were analyzed between MR-detected EMVI (mrEMVI)-positive and -negative groups. Multivariate logistic regression analysis was performed to build the combined prediction model for pathologic EMVI (pEMVI) with statistically significant quantitative parameters. The performance of the model for predicting pEMVI was evaluated using receiver operating characteristic (ROC) curve. Results Of the 82 patients, 24 were mrEMVI-positive and 58 were -negative. In the mrEMVI positive group, the Ktrans and Kep values were significantly higher than those in the mrEMVI negative group (P < 0.01), but the ADC values were significantly lower (P < 0.01). A negative correlation was observed between the Ktrans vs ADC values and Kep vs ADC values in patients with rectal cancer. Among the four quantitative parameters, Ktrans and ADC value were independently associated with mrEMVI by multivariate logistic regression analysis. ROC analysis showed that combined prediction model based on quantitative DCE parameters and ADC values had a good prediction efficiency for pEMVI in rectal cancer. Conclusion The quantitative DCE-MRI parameters, Krans, Kep and ADC values play important role in predicting EMVI of rectal cancer, with Ktrans and ADC value being independent predictors of EMVI in rectal cancer.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.4
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

暂无数据
暂无数据