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(KRAS)突变。

IF 2.9 2区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
Quantitative Imaging in Medicine and Surgery Pub Date : 2024-10-01 Epub Date: 2024-09-04 DOI:10.21037/qims-24-331
Xinyue Yang, Qing Qiu, Weirong Lu, Bingmei Chen, Minning Zhao, Wen Liang, Zhibo Wen
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引用次数: 0

摘要

背景:柯氏大鼠肉瘤(KRAS)突变导致直肠癌患者对抗表皮生长因子受体(anti-EGFR)靶向疗法产生耐药性。酰胺质子转移加权磁共振成像(APTw MRI)可作为评估 KRAS 突变的补充,因为 APTw 值可反映体内移动的细胞蛋白质含量。本研究旨在确定 APTw MRI 能否预测直肠癌中的 KRAS 突变,并将该技术与弥散加权成像(DWI)进行比较:这项回顾性研究回顾了我院2019年4月至2021年6月期间连续收治的153例直肠癌患者。其中,共有 55 例患者未接受新辅助化放疗,并接受了术前 APTw MRI、DWI 和术后 KRAS 检测。在二维 APTw 图像中,两名放射科医师分别在肿瘤最大切片和相邻两张切片上沿肿瘤轮廓手动划分出三个感兴趣区(ROI)。计算 ROI 内的 APTw 平均值,并对每位患者的三个 ROI 的值取平均值。在连续的 DWI 图像中,由两名放射科医生描绘整个病灶的 ROI,并生成平均表观弥散系数(ADC)。统计分析采用类内相关系数(ICC)、Shapiro-Wilk 检验和学生 t 检验。分别构建了 APTw 和 ADC 值的接收者操作特征曲线(ROC),并用曲线下面积(AUC)来评估预测 KRAS 突变的诊断性能:结果:在55例患者中,21例发生了KRAS突变。两名独立评分员对 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KRAS突变组和野生型(WT)组之间的差异无统计学意义(P=0.733)。在直肠非粘液腺癌患者中,KRAS 突变肿瘤的 APTw 值高于 WT 肿瘤(3.324%±0.685% vs. 2.230%±0.833%,PConclusions:DWI 无法区分直肠癌患者中的 KRAS 突变基因和 WT 基因,但 APTw MRI 有潜力评估直肠癌中的 KRAS 突变。APTw 值在预测 KRAS 突变方面具有中等诊断性能,灵敏度高,但特异性低。APTw MRI可能是直肠癌患者KRAS基因组分析的一种有前途的补充。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Prediction of Kirsten rat sarcoma (KRAS) mutation in rectal cancer with amide proton transfer-weighted magnetic resonance imaging.

Background: Kirsten rat sarcoma (KRAS) 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 KRAS mutation because the APTw value can reflect mobile cellular protein content in vivo. This study aimed to determine whether APTw MRI could predict KRAS 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 KRAS 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 t-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 KRAS mutation.

Results: Among these 55 patients, KRAS 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 KRAS-mutant group and the wild type (WT) group (P=0.733). KRAS-mutant tumors exhibited a higher APTw value than WT tumors in patients with rectal non-mucinous adenocarcinoma (3.324%±0.685% vs. 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 KRAS genes from WT genes in patients with rectal cancer, but APTw MRI has potential for evaluating KRAS mutation in rectal cancer. The APTw value had moderate diagnostic performance in the prediction of KRAS mutation with a high sensitivity but a low specificity. APTw MRI might be a promising supplement to KRAS genomic analysis in rectal cancer patients.

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来源期刊
Quantitative Imaging in Medicine and Surgery
Quantitative Imaging in Medicine and Surgery Medicine-Radiology, Nuclear Medicine and Imaging
CiteScore
4.20
自引率
17.90%
发文量
252
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