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Metastatic ovarian and primary peritoneal cancer: assessing chemotherapy response with diffusion-weighted MR imaging--value of histogram analysis of apparent diffusion coefficients.

机译:转移性卵巢癌和原发性腹膜癌:使用扩散加权MR成像评估化学疗法的反应-表观扩散系数的直方图分析值

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PURPOSE: To prospectively evaluate apparent diffusion coefficient (ADC) histograms in the prediction of chemotherapy response in patients with metastatic ovarian or primary peritoneal cancer. MATERIALS AND METHODS: Research ethics committee approval and patient written informed consent were obtained. Diffusion-weighted (DW) magnetic resonance (MR) imaging was performed through the abdomen and pelvis before and after one and three cycles of chemotherapy in 42 women (mean age, 63.0 years +/- 11.4 [standard deviation]) with newly diagnosed or recurrent disease. Reproducibility and intra- and interobserver agreement of ADC calculations were assessed. Per-patient weighted ADC histograms were generated at each time point from pixel ADCs from five or fewer target lesions. Mean ADC, percentiles (10th, 25th, 50th, 75th, 90th), skew, kurtosis, and their change were analyzed according to histologic grade, primary versus recurrent disease status, and response, determined with integrated biochemical and morphologic criteria, with a linear mixed model. Areas under receiver operating characteristic curve (AUCs) for combinations of parameters were calculated with linear discriminant analysis. Results: Coefficients of variation for repeat measurements and for within and between observers were 4.8%, 11.4%, and 13.7%, respectively. Grade and disease status did not significantly affect histogram parameters. Pretreatment ADCs were not predictive of response. In responders, all ADCs increased after the first and third cycle (P < .001), while skew and kurtosis decreased after the third (P < .001 and P = .006, respectively); however, in nonresponders, no parameter changed significantly. Percentage change of the 25th percentile performed best in identifying response (AUC = 0.82 and 0.83 after first and third cycle, respectively), whereas combination of parameters did not improve accuracy. CONCLUSION: An early increase of ADCs and later decrease of skew and kurtosis characterize chemotherapy response. Quantitative DW MR imaging can aid in early monitoring of treatment efficacy in patients with advanced ovarian cancer.
机译:目的:前瞻性评估表观扩散系数(ADC)直方图,以预测转移性卵巢癌或原发性腹膜癌患者的化疗反应。材料与方法:获得研究伦理委员会的批准和患者的书面知情同意书。在接受新诊断或治疗的42名女性(平均年龄,63.0岁+/- 11.4 [标准差])化疗前后,通过腹部和骨盆进行弥散加权(DW)磁共振成像(MR)。复发性疾病。评估了ADC计算的可重复性以及观察者内部和观察者之间的一致性。在每个时间点从五个或更少目标病变的像素ADC生成按患者加权的ADC直方图。根据组织学等级,原发性与复发性疾病状况以及反应的分析,根据综合生化和形态学标准(线性)确定平均ADC,百分位数(第10、25、50、75、90),偏斜,峰度及其变化混合模型。使用线性判别分析计算参数组合的接收器工作特征曲线(AUC)下的面积。结果:重复测量以及观察者内部和之间的变异系数分别为4.8%,11.4%和13.7%。等级和疾病状态没有显着影响直方图参数。预处理ADC不能预测反应。在响应者中,所有ADC在第一个和第三个周期后均增加(P <.001),而歪斜和峰度在第三个周期后下降(分别为P <.001和P = .006)。但是,在无响应者中,参数没有显着变化。第25个百分位的百分率变化在识别响应方面表现最佳(在第一个和第三个周期后,AUC分别为0.82和0.83),而参数组合并不能提高准确性。结论:ADC的早期增加以及偏斜和峰度的减少随后是化疗反应的特征。 DW MR定量成像可帮助早期监测晚期卵巢癌患者的治疗效果。

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