Metastatic Ovarian and Primary Peritoneal Cancer: Assessing Chemotherapy Response with Diffusion-weighted MR Imaging-Value of Histogram Analysis of Apparent Diffusion Coefficients

被引:198
作者
Kyriazi, Stavroula [1 ,2 ,3 ]
Collins, David J. [1 ,2 ,3 ]
Messiou, Christina [1 ,2 ,3 ]
Pennert, Kjell
Davidson, Robert L. [1 ,2 ,3 ]
Giles, Sharon L. [1 ,2 ,3 ]
Kaye, Stan B.
deSouza, Nandita M. [1 ,2 ,3 ]
机构
[1] Royal Marsden NHS Fdn Trust, Canc Res UK, Sutton SM2 5PT, Surrey, England
[2] Royal Marsden NHS Fdn Trust, EPSRC Canc Imaging Ctr, Sutton SM2 5PT, Surrey, England
[3] Royal Marsden NHS Fdn Trust, Res Data Management & Stat Unit, Sutton SM2 5PT, Surrey, England
基金
英国医学研究理事会;
关键词
PEGYLATED LIPOSOMAL DOXORUBICIN; PHASE-III TRIAL; GLIOBLASTOMA-MULTIFORME; PREDICTION; CARCINOMA; TUMORS; STATISTICS; CRITERIA; GRADE;
D O I
10.1148/radiol.11110577
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
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.
引用
收藏
页码:182 / 192
页数:11
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