定量动态对比增强磁共振成像和扩散加权磁共振成像在预测局部进展期胃癌壁外静脉侵犯中的价值及预后意义

Value of quantitative dynamic contrast-enhanced and diffusion-weighted magnetic resonance imaging in predicting extramural venous invasion in locally advanced gastric cancer and prognostic significance.

作者信息

Zhu Yongjian, Zhou Yutao, Zhang Wen, Xue Liyan, Li Ying, Jiang Jun, Zhong Yuxin, Wang Sicong, Jiang Liming

机构信息

Department of Imaging Diagnosis, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.

Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.

出版信息

Quant Imaging Med Surg. 2021 Jan;11(1):328-340. doi: 10.21037/qims-20-246.

Abstract

BACKGROUND

Extramural venous invasion (EMVI) has been found to be related to poor prognosis in gastric cancer. Preoperative diagnosis of EMVI is challenging, as it can only be detected by surgical pathology. The present study aimed to investigate the value of quantitative dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) and diffusion-weighted imaging (DWI) in predicting EMVI preoperatively, and to determine the relationship between prediction results and prognosis in patients with locally advanced gastric cancer (LAGC).

METHODS

Between January, 2015, and June, 2017, 79 LAGC patients underwent MRI preoperatively were enrolled in this study. Pathological EMVI (pEMVI) was used as the gold standard for diagnosis. The differences in quantitative DCE-MRI and DWI parameters between groups with different pEMVI status were analyzed. Multivariate logistic regression was used to build the combined prediction model for pEMVI with statistically significant quantitative parameters. The performance of the model for predicting pEMVI was evaluated using receiver operating characteristic (ROC) analysis. Patients were grouped based on MRI-predicted EMVI (mrEMVI). Kaplan-Meier analysis was used to investigate the relationship between mrEMVI and 2-year recurrence-free survival (RFS).

RESULTS

Of the 79 LAGC patients who underwent MRI, 29 were pEMVI positive and 50 were pEMVI negative. Among the patients' clinical and pathological characteristics, only postoperative staging showed a significant difference between the 2 groups (P=0.015). The pEMVI-positive group had higher volume transfer constant (K) and rate constant (k), and lower apparent diffusion coefficient (ADC) values than the negative group (0.189 . 0.082 min, 0.687 . 0.475 min, and 1.230×10 . 1.463×10 mm/s, respectively; P<0.05). Quantitative parameters, K and k, and ADC values, were independently associated with pEMVI which odds ratio values were 3.66, 2.65, and 0.30 (P<0.05), respectively, using multivariate logistic regression. ROC analysis showed that the area under the curve, sensitivity, specificity, positive predictive value, and negative predictive value in predicting pEMVI using combined K, k, and ADC values were 0.879, 72.4%, 96%, 91.3%, and 85.7%, respectively. A total of 23 cases were considered to be mrEMVI positive, and 56 cases were considered to be mrEMVI negative, according to the predictive results. The median RFS of the mrEMVI-positive group was significant lower than the negative group (21.7 . 31.2 months), and the 2-year RFS rate in the mrEMVI-positive group was significantly lower than that of the negative group (43.6% . 72.5%, P=0.010).

CONCLUSIONS

The quantitative DCE-MRI parameters, K and k, and DWI parameter, ADC, are independent predictors of pEMVI in LAGC; mrEMVI was confirmed to be a poor prognostic predictor for RFS.

摘要

背景

已发现壁外静脉侵犯(EMVI)与胃癌预后不良相关。EMVI的术前诊断具有挑战性,因为它只能通过手术病理检测到。本研究旨在探讨定量动态对比增强磁共振成像(DCE-MRI)和扩散加权成像(DWI)在术前预测EMVI中的价值,并确定预测结果与局部进展期胃癌(LAGC)患者预后之间的关系。

方法

2015年1月至2017年6月期间,79例术前接受MRI检查的LAGC患者纳入本研究。病理EMVI(pEMVI)用作诊断的金标准。分析不同pEMVI状态组之间定量DCE-MRI和DWI参数的差异。使用多因素逻辑回归建立具有统计学显著定量参数的pEMVI联合预测模型。使用受试者操作特征(ROC)分析评估该模型预测pEMVI的性能。根据MRI预测的EMVI(mrEMVI)对患者进行分组。采用Kaplan-Meier分析研究mrEMVI与2年无复发生存率(RFS)之间的关系。

结果

在79例接受MRI检查的LAGC患者中,29例pEMVI阳性,50例pEMVI阴性。在患者的临床和病理特征中,只有术后分期在两组之间存在显著差异(P = 0.015)。pEMVI阳性组的容积转移常数(K)和速率常数(k)高于阴性组,表观扩散系数(ADC)值低于阴性组(分别为0.189±0.082 min、0.687±0.475 min和1.230×10±1.463×10 mm²/s;P < 0.05)。使用多因素逻辑回归分析,定量参数K、k和ADC值与pEMVI独立相关,其比值比分别为3.66、2.65和0.30(P < 0.05)。ROC分析显示,使用联合K、k和ADC值预测pEMVI时,曲线下面积、敏感性、特异性、阳性预测值和阴性预测值分别为0.879、72.4%、96%、91.3%和85.7%。根据预测结果,共23例被认为mrEMVI阳性,56例被认为mrEMVI阴性。mrEMVI阳性组的中位RFS显著低于阴性组(21.7±31.2个月),mrEMVI阳性组的2年RFS率显著低于阴性组(43.6%±72.5%,P = 0.010)。

结论

定量DCE-MRI参数K、k和DWI参数ADC是LAGC中pEMVI的独立预测因子;mrEMVI被证实是RFS的不良预后预测因子。

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