Quantitative Assessment of Rectal Cancer Response to Neoadjuvant Combined Chemotherapy and Radiation Therapy: Comparison of Three Methods of Positioning Region of Interest for ADC Measurements at Diffusion-weighted MR Imaging

被引:82
作者
Blazic, Ivana M. [1 ]
Lilic, Gordana B. [2 ,3 ]
Gajic, Milan M. [4 ]
机构
[1] Mem Sloan Kettering Canc Ctr, Dept Radiol, 1275 York Ave, New York, NY 10065 USA
[2] Clin Ctr Serbia, Ctr Radiol, Belgrade, Serbia
[3] Clin Ctr Serbia, MRI, Belgrade, Serbia
[4] Inst Med Stat & Informat, Belgrade, Serbia
关键词
CHEMORADIATION THERAPY; PREOPERATIVE CHEMORADIOTHERAPY; TUMOR RESPONSE; NONOPERATIVE TREATMENT; COEFFICIENT; PREDICTION; VOLUMETRY; CARCINOMA; REGRESSION; PET/CT;
D O I
10.1148/radiol.2016151908
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 determine the impact of three different methods of region of interest (ROI) positioning for apparent diffusion coefficient (ADC) measurements on the assessment of complete response (CR) to neoadjuvant combined chemotherapy and radiation therapy (CRT) in patients with rectal cancer. Materials and Methods: Institutional review board approval was obtained for this study; all patients gave written informed consent. ADCs were measured by two radiologists using three circular ROIs (three-ROIs), single-section (SS), and whole-tumor volume (WTV) methods in 62 patients with locally advanced rectal cancer on pre-and post-CRT images. Interobserver variability was analyzed by calculating intraclass correlation coefficient (ICC). Descriptive statistics and areas under the receiver operating characteristic curves (AUCs) were calculated to evaluate performance in determining CR from pre-and post-CRT ADCs and ADC change. Histopathologic tumor regression grade was the reference standard. Results: SS and WTV methods yielded higher AUCs than did the three-ROIs method when determining CR from post-CRT ADC (0.874 [95% confidence interval {CI}:0.778, 0.970] and 0.886 [95% CI:0.781, 0.990] vs 0.731 [95% CI:0.583, 0.878], respectively; P = .033 and P = .003) and numeric change (0.892 [95% CI:0.812, 0.972] and 0.897 [95% CI:0.801, 0.994] vs 0.740 [95% CI:0.591, 0.890], respectively; P = .048 and P = .0021). Respective accuracies of SS, WTV, and three-ROIs methods were 79% (49 of 62), 77% (48 of 62), and 61% (38 of 62) for post-CRT, 79% (49 of 62), 86% (53 of 62), and 60% (37 of 62) for numeric ADC change, and 77% (48 of 62), 84% (52 of 62), and 57% (35 of 62) for percentage ADC change (ADC cut-offs: 1.21, 1.30, and 1.05 x 10(-3) mm(2)/sec, 0.33, 0.45, and 0.27 x 10(-3) mm2/sec increases, and 40%, 54%, and 27% increases, respectively). Post-CRT and ADC change measurements achieved negative predictive values of 96% (44 of 46) to 100% (39 of 39). Intraobserver agreement was highest for WTV-derived ADCs (ICC, 0.742 [95% CI:0.316, 0.892] to 0.891 [95% CI:0.615, 0.956]) and higher for all pretreatment than posttreatment measurements (ICC, 0.761 [95% CI:0.209, 0.930] and 0.648 [95% CI:0.164, 0.895] for three-ROIs method, 0.608 [95% CI:0.287, 0.844] and 0.582 [95% CI:0.176, 0.870] for SS method, 0.891 [95% CI: 0.615, 0.956] and 0.742 for WTV method [95% CI: 0.316, 0.892]). Conclusion: Tumor ADCs are highly dependent on the ROI positioning method used. Larger area measurements yield greater accuracy in response assessment. Post-CRT ADCs and values of ADC changes accurately identify noncomplete responders. WTV measurement of percentage ADC change provides the best results. (C) RSNA, 2016
引用
收藏
页码:418 / +
页数:12
相关论文
共 31 条
[11]   Quantitative assessment of colorectal cancer tumor vascular parameters by using perfusion CT: Influence of tumor region of interest [J].
Goh, Vicky ;
Halligan, Steve ;
Gharpuray, Anita ;
Wellsted, David ;
Sundin, Josefin ;
Bartram, Clive I. .
RADIOLOGY, 2008, 247 (03) :726-732
[12]   Functional imaging of colorectal cancer angiogenesis [J].
Goh, Vicky ;
Padhani, Anwar R. ;
Rasheed, Shahnawaz .
LANCET ONCOLOGY, 2007, 8 (03) :245-255
[13]   Dynamic contrast enhanced-MRI for the detection of pathological complete response to neoadjuvant chemotherapy for locally advanced rectal cancer [J].
Gollub, M. J. ;
Gultekin, D. H. ;
Akin, O. ;
Do, R. K. ;
Fuqua, J. L., III ;
Gonen, M. ;
Kuk, D. ;
Weiser, M. ;
Saltz, L. ;
Schrag, D. ;
Goodman, K. ;
Paty, P. ;
Guillem, J. ;
Nash, G. M. ;
Temple, L. ;
Shia, J. ;
Schwartz, L. H. .
EUROPEAN RADIOLOGY, 2012, 22 (04) :821-831
[14]   Locally advanced rectal cancer: diffusion-weighted MR tumour volumetry and the apparent diffusion coefficient for evaluating complete remission after preoperative chemoradiation therapy [J].
Ha, Hong Il ;
Kim, Ah Young ;
Yu, Chang Sik ;
Park, Seong Ho ;
Ha, Hyun Kwon .
EUROPEAN RADIOLOGY, 2013, 23 (12) :3345-3353
[15]   Patterns of failure and survival for nonoperative treatment of stage c0 distal rectal cancer following neoadjuvant chemoradiation therapy [J].
Habr-Gama, Angelita ;
Perez, Rodrigo O. ;
Proscurshim, Igor ;
Campos, Fabio G. ;
Nadalin, Wladimir ;
Kiss, Desiderio ;
Gama-Rodrigues, Joaquim .
JOURNAL OF GASTROINTESTINAL SURGERY, 2006, 10 (10) :1319-1328
[16]   Complete Clinical Response After Neoadjuvant Chemoradiation Therapy for Distal Rectal Cancer: Characterization of Clinical and Endoscopic Findings for Standardization [J].
Habr-Gama, Angelita ;
Perez, Rodrigo O. ;
Wynn, Gregory ;
Marks, John ;
Kessler, Hermann ;
Gama-Rodrigues, Joaquim .
DISEASES OF THE COLON & RECTUM, 2010, 53 (12) :1692-1698
[17]   Apparent diffusion coefficient for evaluating tumour response to neoadjuvant chemoradiation therapy for locally advanced rectal cancer [J].
Kim, Seung Ho ;
Lee, Jae Young ;
Lee, Jeong Min ;
Han, Joon Koo ;
Choi, Byung Ihn .
EUROPEAN RADIOLOGY, 2011, 21 (05) :987-995
[18]   Comparison of Diffusion-Weighted MRI and MR Volumetry in the Evaluation of Early Treatment Outcomes After Preoperative Chemoradiotherapy for Locally Advanced Rectal Cancer [J].
Kim, Young Chul ;
Lim, Joon Seok ;
Keum, Ki Chang ;
Kim, Kyung Ah ;
Myoung, Sungmin ;
Shin, Sang Joon ;
Kim, Myeong-Jin ;
Kim, Nam Kyu ;
Suh, Jinsuk ;
Kim, Ki Whang .
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2011, 34 (03) :570-576
[19]   The use of FDG-PET/CT and diffusion-weighted magnetic resonance imaging for response prediction before, during and after preoperative chemoradiotherapy for rectal cancer [J].
Lambrecht, Maarten ;
Deroose, Christophe ;
Roels, Sarah ;
Vandecaveye, Vincent ;
Penninckx, Freddy ;
Sagaert, Xavier ;
van Cutsem, Eric ;
de Keyzer, Frederik ;
Haustermans, Karin .
ACTA ONCOLOGICA, 2010, 49 (07) :956-963
[20]   Tumour ADC measurements in rectal cancer: effect of ROI methods on ADC values and interobserver variability [J].
Lambregts, Doenja M. J. ;
Beets, Geerard L. ;
Maas, Monique ;
Curvo-Semedo, Luis ;
Kessels, Alfons G. H. ;
Thywissen, Thomas ;
Beets-Tan, Regina G. H. .
EUROPEAN RADIOLOGY, 2011, 21 (12) :2567-2574