Department of Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, #17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China.
Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, #17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China.
Abdom Radiol (NY). 2022 Oct;47(10):3353-3363. doi: 10.1007/s00261-022-03579-1. Epub 2022 Jul 2.
To investigate the utility of histogram analysis of zoomed EPI diffusion-weighted imaging (DWI) for predicting the perineural invasion (PNI) status of rectal cancer (RC).
This prospective study evaluated 94 patients diagnosed with histopathologically confirmed RC between July 2020 and July 2021. Patients underwent preoperative rectal magnetic resonance imaging (MRI) examinations, including the zoomed EPI DWI sequence. Ten whole-tumor histogram parameters of each patient were derived from zoomed EPI DWI. Reproducibility was evaluated according to the intra-class correlation coefficient (ICC). The association of the clinico-radiological and histogram features with PNI status was assessed using univariable analysis for trend and multivariable logistic regression analysis with β value calculation. Receiver operating characteristic (ROC) curve analysis was conducted to assess the diagnostic performance.
Forty-two patients exhibited positive PNI. The inter- and intraobserver agreements were excellent for the histogram parameters (all ICCs > 0.80). The maximum (p = 0.001), energy (p = 0.021), entropy (p = 0.021), kurtosis (p < 0.001), and skewness (p < 0.001) were significantly higher in the positive PNI group than in the negative PNI group. Multivariable analysis showed that higher MRI T stage [β = 2.154, 95% confidence interval (CI) 0.932-3.688; p = 0.002] and skewness (β = 0.779, 95% CI 0.255-1.382; p = 0.006) were associated with positive PNI. The model combining skewness and MRI T stage had an area under the ROC curve of 0.811 (95% CI 0.724-0.899) for predicting PNI status.
Histogram parameters in zoomed EPI DWI can help predict the PNI status in RC.
探究直肠磁共振扩散加权成像(DWI)增强图直方图分析在预测直肠癌(RC)神经周围侵犯(PNI)状态中的作用。
本前瞻性研究纳入 2020 年 7 月至 2021 年 7 月期间经组织病理学证实的 94 例 RC 患者。所有患者均行术前直肠 MRI 检查,包括增强 EPI DWI 序列。对每位患者的全肿瘤增强 EPI DWI 序列生成 10 项全瘤直方图参数。采用组内相关系数(ICC)评估重复性。采用趋势单变量分析和β值计算多变量逻辑回归分析评估临床-影像学特征和直方图特征与 PNI 状态的关系。采用受试者工作特征(ROC)曲线分析评估诊断效能。
42 例患者的 PNI 为阳性。直方图参数的组内和组间一致性均较好(所有 ICC 值均>0.80)。在阳性 PNI 组中,最大(p=0.001)、能量(p=0.021)、熵(p=0.021)、峰度(p<0.001)和偏度(p<0.001)显著高于阴性 PNI 组。多变量分析显示,较高的 MRI T 分期[β=2.154,95%置信区间(CI)0.932-3.688;p=0.002]和偏度(β=0.779,95%CI 0.255-1.382;p=0.006)与 PNI 阳性相关。联合偏度和 MRI T 分期的模型预测 PNI 状态的 ROC 曲线下面积为 0.811(95%CI 0.724-0.899)。
直肠磁共振增强 EPI DWI 直方图参数有助于预测 RC 的 PNI 状态。