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动态对比增强和弥散加权 MRI 术前预测直肠癌外膜静脉侵犯:初步研究。

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

机构信息

Department of Radiology, Tongde Hospital of Zhejiang Province, Hangzhou, Zhejiang Province, China.

Departments of Radiology, Zhuji Affiliated Hospital of Shaoxing University, Zhuji People's Hospital, No. 9 Jianmin Road, Zhuji, 311800, Zhejiang Province, China.

出版信息

BMC Med Imaging. 2022 Apr 28;22(1):78. doi: 10.1186/s12880-022-00810-9.

Abstract

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.

摘要

背景

探讨定量动态对比增强磁共振成像(DCE-MRI)和弥散加权成像(DWI)参数在评估直肠癌术前外膜静脉侵犯(EMVI)中的价值。

方法

本研究纳入了 82 例术前接受 MRI 检查的直肠腺癌患者。分析了 MR 检测到的 EMVI(mrEMVI)阳性和阴性组之间 Krans、Kep 和 ADC 值等定量 DCE-MRI 和 DWI 参数的差异。采用多变量逻辑回归分析建立具有统计学意义的定量参数的病理 EMVI(pEMVI)联合预测模型。使用受试者工作特征(ROC)曲线评估模型预测 pEMVI 的性能。

结果

82 例患者中,24 例 mrEMVI 阳性,58 例 mrEMVI 阴性。在 mrEMVI 阳性组中,Ktrans 和 Kep 值明显高于 mrEMVI 阴性组(P<0.01),而 ADC 值明显较低(P<0.01)。直肠癌患者的 Ktrans 与 ADC 值和 Kep 与 ADC 值之间呈负相关。在四个定量参数中,Ktrans 和 ADC 值通过多变量逻辑回归分析与 mrEMVI 独立相关。ROC 分析显示,基于定量 DCE 参数和 ADC 值的联合预测模型对直肠癌的 pEMVI 具有良好的预测效能。

结论

定量 DCE-MRI 参数 Krans、Kep 和 ADC 值在预测直肠癌 EMVI 中具有重要作用,Ktrans 和 ADC 值是直肠癌 EMVI 的独立预测因子。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8e85/9052632/797f787c330c/12880_2022_810_Fig1_HTML.jpg

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