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利用酰胺质子转移加权磁共振成像预测直肠癌中的 Kirsten 大鼠肉瘤()突变

Prediction of Kirsten rat sarcoma () mutation in rectal cancer with amide proton transfer-weighted magnetic resonance imaging.

作者信息

Yang Xinyue, Qiu Qing, Lu Weirong, Chen Bingmei, Zhao Minning, Liang Wen, Wen Zhibo

机构信息

Department of Radiology, Zhujiang Hospital, Southern Medical University, Guangzhou, China.

Department of Radiology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China.

出版信息

Quant Imaging Med Surg. 2024 Oct 1;14(10):7061-7072. doi: 10.21037/qims-24-331. Epub 2024 Sep 4.

Abstract

BACKGROUND

Kirsten rat sarcoma () mutation drives resistance to anti-epidermal growth factor receptor (anti-EGFR)-targeted therapies in rectal cancer. Amide proton transfer-weighted magnetic resonance imaging (APTw MRI) might be a supplement to the evaluation of mutation because the APTw value can reflect mobile cellular protein content . This study aimed to determine whether APTw MRI could predict mutation in rectal cancer and compare this technique with diffusion-weighted imaging (DWI).

METHODS

This retrospective study reviewed 153 consecutive patients with rectal cancer from April 2019 to June 2021 in our hospital. Among them, a total of 55 patients who did not undergo neoadjuvant chemoradiotherapy and underwent preoperative APTw MRI, DWI, and postoperative tests were included in this study. In two-dimensional APTw images, two radiologists manually delineated three regions of interest (ROIs) along tumor contour in the largest slice and the adjacent two slices of tumor respectively. The mean APTw value within a ROI was calculated, and the values of three ROIs were averaged for each patient. In consecutive DWI images, two radiologists depicted the ROIs of the whole lesion, and the mean apparent diffusion coefficient (ADC) was generated. The intraclass correlation coefficient (ICC), Shapiro-Wilk test and Student's -test were used for statistical analyses. Receiver operating characteristic (ROC) curves were constructed for APTw and ADC values respectively, and the area under the curve (AUC) was used to evaluate the diagnostic performance for the prediction of mutation.

RESULTS

Among these 55 patients, mutation occurred in 21 patients. The ICCs of two independent raters for APTw and ADC values were 0.937 [95% confidence interval (CI), 0.914-0.953] and 0.976 (95% CI, 0.959-0.986), respectively. ADC values did not show a statistically significant difference between the -mutant group and the wild type (WT) group (P=0.733). -mutant tumors exhibited a higher APTw value than WT tumors in patients with rectal non-mucinous adenocarcinoma (3.324%±0.685% . 2.230%±0.833%, P<0.001). The AUC of the APTw value was 0.827 (95% CI, 0.701-0.916), with a cutoff value of 2.4% (sensitivity, 95.2%; specificity, 55.9%).

CONCLUSIONS

DWI cannot differentiate mutant genes from WT genes in patients with rectal cancer, but APTw MRI has potential for evaluating mutation in rectal cancer. The APTw value had moderate diagnostic performance in the prediction of mutation with a high sensitivity but a low specificity. APTw MRI might be a promising supplement to genomic analysis in rectal cancer patients.

摘要

背景

Kirsten大鼠肉瘤()突变导致直肠癌患者对抗表皮生长因子受体(anti-EGFR)靶向治疗产生耐药性。酰胺质子转移加权磁共振成像(APTw MRI)可能是评估突变的一种补充方法,因为APTw值可以反映移动细胞蛋白含量。本研究旨在确定APTw MRI能否预测直肠癌中的突变,并将该技术与扩散加权成像(DWI)进行比较。

方法

这项回顾性研究回顾了2019年4月至2021年6月我院连续收治的153例直肠癌患者。其中,共有55例未接受新辅助放化疗且术前行APTw MRI、DWI及术后检测的患者纳入本研究。在二维APTw图像中,两名放射科医生分别在肿瘤最大层面及其相邻的两个层面沿肿瘤轮廓手动勾画三个感兴趣区域(ROI)。计算每个ROI内的平均APTw值,并对每位患者的三个ROI值进行平均。在连续的DWI图像中,两名放射科医生描绘整个病变的ROI,并生成平均表观扩散系数(ADC)。采用组内相关系数(ICC)、Shapiro-Wilk检验和Student's -检验进行统计分析。分别构建APTw和ADC值的受试者操作特征(ROC)曲线,并使用曲线下面积(AUC)评估预测突变的诊断性能。

结果

在这55例患者中,21例发生了突变。两名独立评估者对APTw和ADC值的ICC分别为0.937 [95%置信区间(CI),0.914 - 0.953]和0.976(95% CI,0.959 - 0.986)。ADC值在突变组和野生型(WT)组之间没有统计学显著差异(P = 0.733)。在直肠非黏液腺癌患者中,突变肿瘤的APTw值高于WT肿瘤(3.324%±0.685% 对 2.230%±0.833%,P < 0.001)。APTw值的AUC为0.827(95% CI,0.701 - 0.916),截断值为2.4%(敏感性,95.2%;特异性,55.9%)。

结论

DWI不能区分直肠癌患者中的突变基因和WT基因,但APTw MRI在评估直肠癌突变方面具有潜力。APTw值在预测突变方面具有中等诊断性能,敏感性高但特异性低。APTw MRI可能是直肠癌患者基因组分析的一种有前景的补充方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/53ab/11485380/4acfb8bd2bbc/qims-14-10-7061-f1.jpg

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