Locally advanced rectal cancer: Value of ADC mapping in prediction of tumor response to radiochemotherapy

被引:72
作者
Monguzzi, Letizia [1 ,2 ]
Ippolito, Davide [2 ]
Bernasconi, Davide Paolo [3 ]
Trattenero, Chiara [2 ]
Galimberti, Stefania [3 ]
Sironi, Sandro [2 ]
机构
[1] Univ Milano Bicocca, Dept Diagnost Radiol, HS Gerardo, Sch Med, I-20900 Milan, Italy
[2] HS Gerardo Monza, Dept Diagnost Radiol, Milan, Italy
[3] Univ Milano Bicocca, Dept Clin Med & Prevent, Ctr Biostat Clin Epidemiol, I-20900 Milan, Italy
关键词
Rectal cancer; MRI; DWI; Chemo-radiation therapy; Treatment response; NEOADJUVANT CHEMORADIATION THERAPY; DIFFUSION-WEIGHTED MRI; CHEMOTHERAPY; REGRESSION; CARCINOMA;
D O I
10.1016/j.ejrad.2012.09.027
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 evaluate the diagnostic performance of quantitative apparent diffusion coefficient (ADC) measurements, in the assessment of the therapeutic response to chemo-radiation therapy (CRT) in patients with locally advanced rectal cancer, by analyzing post CRT values of ADC, in relation to tumor regression grade (TRG) obtained by histopathologic evaluation of the rectal specimen. Methods: This prospective study was approved by an Institutional Review Board, and informed consent was obtained from all patients. Thirty-one patients with locally advanced rectal cancer underwent pre and post CRT MR imaging at 1.5 T. ADC values were measured in regions of interest (ROIs) drawn independently by two radiologists, blinded to the pathology results, on three slices of the pre and post CRT DW-MR image sets with the corresponding T2 weighted images (T2WI) available for anatomic reference. The two readers' measurements were compared for differences in ADC values, inter-observer variability (measured as the intraclass correlation coefficient; ICC) and the ADC distributions of responders vs non-responders. The diagnostic performance of ADC in the prediction of the response to CRT was evaluated by calculating the area under the ROC curve (AUC) and the optimal cut-off values. Sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) were assessed. Results: The two readers showed an overall strong agreement in measuring ADC values. For both readers, no differences in ADC pre-treatment measurements were observed between responders and non-responders. For reader 1, the post-CRT ADC and the Delta ADC presented the higher AUC (0.823 and 0.803, respectively), while Delta%ADC provided the lower AUC value (0.682). The optimal cutoff point was 1.294 s/mm(2) for post-CRT measures (sensitivity = 86.4%, specificity = 66.7%, PPV = 86.4%, NPV = 66.7%), 0.500 for Delta ADC (sensitivity = 81.8%, specificity = 66.7%, PPV = 85.7%, NPV = 60.0%) and 59.3% for Delta%ADC (sensitivity = 63.4%, specificity = 66.7, PPV = 82.4%, NPV = 42.9%). Similar results were observed for reader 2, with better performance obtained with the ADC post-CRT (AUC of 0.833) and an optimal cut off of 1.277 x 10(-3) s/mm(2). Conclusion: Post-CRT ADC measurements are reliable and reproducible and may be used as a non-invasive tool to evaluate response to therapy as post-CRT ADC values and Delta ADC presented good diagnostic performance to select responder patients. (C) 2012 Elsevier Ireland Ltd. All rights reserved.
引用
收藏
页码:234 / 240
页数:7
相关论文
共 24 条
[1]   Rectal carcinoma: MRI with histologic correlation before and after chemoradiation therapy [J].
Allen, Steven D. ;
Padhani, Anwar R. ;
Dzik-Jurasz, Andrzej S. ;
Glynne-Jones, Robert .
AMERICAN JOURNAL OF ROENTGENOLOGY, 2007, 188 (02) :442-451
[2]  
Barbaro B, 2010, RADIOGRAPHICS, V30, P699, DOI 10.1148/rg.303095085
[3]  
Carstensen B, 2009, COMP CLIN MEASUREMEN
[4]   Rectal Cancer: Assessment of Complete Response to Preoperative Combined Radiation Therapy with Chemotherapy-Conventional MR Volumetry versus Diffusion-weighted MR Imaging [J].
Curvo-Semedo, Lus ;
Lambregts, Doenja M. J. ;
Maas, Monique ;
Thywissen, Thomas ;
Mehsen, Rana T. ;
Lammering, Guido ;
Beets, Geerard L. ;
Caseiro-Alves, Filipe ;
Beets-Tan, Regina G. H. .
RADIOLOGY, 2011, 260 (03) :734-743
[5]   Tumor microcirculation and diffusion predict therapy outcome for primary rectal carcinoma [J].
DeVries, AF ;
Kremser, C ;
Hein, PA ;
Griebel, J ;
Krezcy, A ;
Öfner, D ;
Pfeiffer, KP ;
Lukas, P ;
Judmaier, W .
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2003, 56 (04) :958-965
[6]   Diffusion MRI for prediction of response of rectal cancer to chemoradiation [J].
Dzik-Jurasz, A ;
Domenig, C ;
George, M ;
Wolber, J ;
Padhani, A ;
Brown, G ;
Doran, S .
LANCET, 2002, 360 (9329) :307-308
[7]   Can diffusion-weighted MRI determine complete responders after neoadjuvant chemoradiation for locally advanced rectal cancer? [J].
Engin, Gulgun ;
Sharifov, Rasul ;
Gural, Zeynep ;
Saglam, Esra Kaytan ;
Saglam, Sezer ;
Balik, Emre ;
Asoglu, Oktar ;
Yamaner, Sumer ;
Gulluoglu, Mine ;
Kapran, Yersu ;
Ozel, Sevda .
DIAGNOSTIC AND INTERVENTIONAL RADIOLOGY, 2012, 18 (06) :574-581
[8]   High-B-Value diffusion-weighted MRI in colorectal cancer [J].
Ichikawa, Tomoaki ;
Erturk, Sukru Mehmet ;
Motosugi, Utarou ;
Sou, Hironobu ;
Iino, Hiroshi ;
Araki, Tsutomu ;
Fujii, Hideki .
AMERICAN JOURNAL OF ROENTGENOLOGY, 2006, 187 (01) :181-184
[9]   Diffusion-Weighted Imaging of the Rectosigmoid Colon: Preliminary Findings [J].
Kilickesmez, Ozgur ;
Atilla, Serhan ;
Soylu, Aliye ;
Tasdelen, Neslihan ;
Bayramoglu, Sibel ;
Cimilli, Tan ;
Gurmen, Nevzat .
JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY, 2009, 33 (06) :863-866
[10]   Restaging of Rectal Cancer with MR Imaging after Concurrent Chemotherapy and Radiation Therapy [J].
Kim, Dae Jung ;
Kim, Joo Hee ;
Lim, Joon Seok ;
Yu, Jeong-Sik ;
Chung, Jae-Joon ;
Kim, Myeong-Jin ;
Kim, KiWhang .
RADIOGRAPHICS, 2010, 30 (02) :503-516