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基于合成磁共振成像的弛豫图预测直肠癌的病理预后因素。

Prediction of pathological prognostic factors of rectal cancer by relaxation maps from synthetic magnetic resonance imaging.

机构信息

Department of Diagnostic Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No.17, Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China.

GE Healthcare, No.1 Tongji South Road, Beijing, 100176, China.

出版信息

Eur J Radiol. 2021 May;138:109658. doi: 10.1016/j.ejrad.2021.109658. Epub 2021 Mar 15.

Abstract

PURPOSE

To explore the feasibility of relaxation maps from synthetic MRI for predicting pathological prognostic factors of rectal cancer (RC) and to compare the predictive performance of quantitative values and conventional subjective evaluation.

MATERIAL AND METHODS

A total of 94 patients with pathologically proven RC who underwent direct surgical resection were enrolled in this prospective study. Preoperative rectal MRI including synthetic MRI was performed. The mean T, T, and PD value of the whole tumor was obtained to preoperatively assess the pathological T stage, N stage, extramural venous invasion (EMVI), differentiation, and perineural invasion. Receiver operating characteristic curves were used to explore the predictive performance for assessing the prognostic factors. The T stage, N stage and EMVI status on conventional T2WI were evaluated and compared with the quantitative values.

RESULTS

The T value decreased significantly in patients with positive perineural invasion, lymph node metastasis (LNM), EMVI, and higher T stage RC (p =  0.007 and < 0.001). The T value of LNM and EMVI positive groups was significantly lower than those of the negative groups (p =  0.034 and 0.011). For predicting N stage and EMVI, the T value demonstrated good performance with an AUC of 0.883 (95 % confidence interval, CI, 0.801-0.940) and 0.821 (95 % CI, 0.729-0.893); the T value was superior to the T value and subjective evaluation of radiologists (all p < 0.05).

CONCLUSION

Synthetic MRI is a promising tool for noninvasive evaluation of prognostic factors of RC by generating relaxation maps.

摘要

目的

探讨基于合成 MRI 的弛豫图预测直肠癌(RC)病理预后因素的可行性,并比较定量值和传统主观评价的预测性能。

材料与方法

本前瞻性研究共纳入 94 例经病理证实的 RC 患者,所有患者均接受直接手术切除。所有患者术前均行直肠 MRI 检查,包括合成 MRI。获取全肿瘤平均 T1、T2 和 PD 值,以术前评估病理 T 分期、N 分期、外膜静脉侵犯(EMVI)、分化和神经周围侵犯。采用受试者工作特征曲线探讨预测性能,评估并比较常规 T2WI 上的 T 分期、N 分期和 EMVI 状态与定量值。

结果

神经周围侵犯、淋巴结转移(LNM)、EMVI 阳性和较高 T 分期 RC 患者的 T 值显著降低(p =  0.007 和 < 0.001)。LNM 和 EMVI 阳性组的 T 值明显低于阴性组(p =  0.034 和 0.011)。对于预测 N 分期和 EMVI,T 值具有良好的表现,AUC 为 0.883(95 %置信区间,0.801-0.940)和 0.821(95 %置信区间,0.729-0.893);T 值优于 T 值和放射科医生的主观评价(均 p < 0.05)。

结论

合成 MRI 通过生成弛豫图是一种很有前途的非侵入性评估 RC 预后因素的工具。

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