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扩散加权磁共振成像的直方图分析作为预测T3期直肠癌淋巴结转移的生物标志物

Histogram Analysis of Diffusion-Weighted Magnetic Resonance Imaging as a Biomarker to Predict Lymph Node Metastasis in T3 Stage Rectal Carcinoma.

作者信息

Li Jin, Zhou Yang, Wang Xinxin, Yu Yanyan, Zhou Xueyan, Luan Kuan

机构信息

College of Intelligent Systems Science and Engineering, Harbin Engineering University, Harbin, 150001, Heilongjiang Province, People's Republic of China.

Department of Radiology, Harbin Medical University Cancer Hospital, Harbin, 150001, Heilongjiang Province, People's Republic of China.

出版信息

Cancer Manag Res. 2021 Apr 1;13:2983-2993. doi: 10.2147/CMAR.S298907. eCollection 2021.

Abstract

PURPOSE

This study investigated the predictive value of apparent diffusion coefficient (ADC) histogram parameters of the primary tumor for regional lymph node metastasis (LNM) in pathological T3 stage rectal cancer.

PATIENTS AND METHODS

We retrospectively studied 175 patients with T3 stage rectal cancer who underwent preoperative MRI, including diffusion-weighted imaging, between January 2015 and October 2017. Based on pathological analysis of surgical specimens, 113 patients were classified into the LN- group and 62 in the LN+ group. We analyzed clinical data, radiological characteristics and histogram parameters derived from ADC maps. Then, receiver operating characteristic curve (ROC) analyses were generated to determine the best diagnostic performance.

RESULTS

The mean (p=0.002, cutoff=1.08×10 s/mm), coefficient of variation (CV) (p=0.040, cutoff=0.249) of the ADC map, carbohydrate antigen 199, and N stage with magnetic resonance (mrN stage) were independent factors for LNM. Combining these factors yielded the best diagnostic performance, with the area under the ROC curve of 0.838, 72.9% sensitivity, 79.1% specificity, 65.2% positive predictive value, and 84.5% negative predictive value.

CONCLUSION

With the mean >1.08×10 s/mm and CV <0.249, the ADC improved the diagnostic performance of LNM in T3 stage rectal cancer, which could assist surgeons with neoadjuvant chemoradiotherapy.

摘要

目的

本研究探讨原发性肿瘤表观扩散系数(ADC)直方图参数对病理T3期直肠癌区域淋巴结转移(LNM)的预测价值。

患者与方法

我们回顾性研究了2015年1月至2017年10月期间接受术前MRI(包括扩散加权成像)检查的175例T3期直肠癌患者。根据手术标本的病理分析,113例患者被分为LN-组,62例被分为LN+组。我们分析了临床数据、放射学特征以及从ADC图得出的直方图参数。然后,绘制受试者工作特征曲线(ROC)分析以确定最佳诊断性能。

结果

ADC图的平均值(p = 0.002,截断值 = 1.08×10⁻³s/mm²)、变异系数(CV)(p = 0.040,截断值 = 0.249)、糖类抗原199以及磁共振N分期(mrN分期)是LNM的独立因素。综合这些因素可产生最佳诊断性能,ROC曲线下面积为0.838,灵敏度为72.9%,特异度为79.1%,阳性预测值为65.2%,阴性预测值为84.5%。

结论

当平均值>1.08×10⁻³s/mm²且CV<0.249时,ADC可提高T3期直肠癌LNM的诊断性能,这有助于外科医生进行新辅助放化疗。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/988f/8021267/fd8665ef316e/CMAR-13-2983-g0001.jpg

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