External Validation of Early Regression Index (ERITCP) as Predictor of Pathologic Complete Response in Rectal Cancer Using Magnetic Resonance-Guided Radiation Therapy

被引:37
作者
Cusumano, Davide [1 ]
Boldrini, Luca [1 ]
Yadav, Poonam [2 ]
Yu, Gao [3 ]
Musurunu, Bindu [2 ]
Chiloiro, Giuditta [1 ]
Piras, Antonio [1 ]
Lenkowicz, Jacopo [1 ]
Placidi, Lorenzo [1 ]
Broggi, Sara [4 ]
Romano, Angela [1 ]
Mori, Martina [1 ]
Barbaro, Brunella [1 ]
Azario, Luigi [1 ]
Gambacorta, Maria Antonietta [1 ]
De Spirito, Marco [1 ]
Bassetti, Michael F. [2 ]
Yang, Yingli [3 ]
Fiorino, Claudio [4 ]
Valentini, Vincenzo [1 ]
机构
[1] Fdn Policlin Univ Agostino Gemelli IRCCS, Rome, Italy
[2] Univ Wisconsin, Dept Human Oncol, Sch Med & Publ Hlth, Madison, WI USA
[3] Univ Calif Los Angeles, Dept Radiol Sci, Los Angeles, CA 90024 USA
[4] Ist Sci San Raffaele, Med Phys, Milan, Italy
来源
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS | 2020年 / 108卷 / 05期
关键词
NEOADJUVANT CHEMORADIATION; TUMOR-REGRESSION; PREOPERATIVE CHEMORADIOTHERAPY; VOLUME DELINEATION; LOCAL RECURRENCE; RADIOTHERAPY; RADIOCHEMOTHERAPY; RADIOMICS; IMPACT; WAIT;
D O I
10.1016/j.ijrobp.2020.07.2323
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: Tumor control probability (TCP)-based early regression index (ERITCP) is a radiobiological parameter that showed promising results in predicting pathologic complete response (pCR) on T2-weighted 1.5 T magnetic resonance (MR) images of patients with locally advanced rectal cancer. This study aims to validate the ERITCP in the context of low-tesla MR-guided radiation therapy, using images acquired with different magnetic field strength (0.35 T) and image contrast (T2/T1). Furthermore, the optimal timing for pCR prediction was estimated, calculating the ERI index at different biologically effective dose (BED) levels. Methods and Materials: Fifty-two patients with locally advanced rectal cancer treated with neoadjuvant chemoradiation therapy were enrolled in this multi-institutional retrospective study. For each patient, a 0.35 T T2/T1-weighted MR image was acquired during simulation and on each treatment day. Gross tumor volume was contoured according to International Commission on Radiation Units Report 83 guidelines. According to the original definition, ERITCP was calculated considering the residual tumor volume at BED Z 25 Gy. ERI was also calculated in correspondence with several BED levels: 13, 21, 32, 40, 46, 54, 59, and 67. The predictive performance of the different ERI indices were evaluated in terms of receiver operating characteristic curve. The robustness of ERITCP with respect to the interobserver variability was also evaluated considering 2 operators and calculating the intraclass correlation index. Results: Fourteen patients showed pCR. ERITCP correctly 47 of 52 cases (accuracy Z 90%), showing good results in terms of sensitivity (86%), specificity (92%), negative predictive value (95%), and positive predictive value (80%). The analysis at different BED levels shows that the best predictive performance is obtained when this parameter is calculated at BED Z 25 Gy (area under the curve Z 0.93). ERITCP results are robust with respect to interobserver variability (intraclass correlation index Z 0.99). Conclusions: This study confirmed the validity and the robustness of ERITCP as a pCR predictor in the context of low-tesla MR-guided radiation therapy and indicate 25 Gy as the best BED level to perform predictions. (C) 2020 Elsevier Inc. All rights reserved.
引用
收藏
页码:1347 / 1356
页数:10
相关论文
共 55 条
[1]  
[Anonymous], 1982, Introduction to error analysis: the study of uncertainties in physical measurements
[2]  
[Anonymous], 2008, J. ICRU, V8
[3]   On the impact of smoothing and noise on robustness of CT and CBCT radiomics features for patients with head and neck cancers [J].
Bagher-Ebadian, Hassan ;
Siddiqui, Farzan ;
Liu, Chang ;
Movsas, Benjamin ;
Chetty, Indrin J. .
MEDICAL PHYSICS, 2017, 44 (05) :1755-1770
[4]   Locally Advanced Rectal Cancer: MR Imaging in Prediction of Response after Preoperative Chemotherapy and Radiation Therapy [J].
Barbaro, Brunella ;
Fiorucci, Cecilia ;
Tebala, Carmen ;
Valentini, Vincenzo ;
Gambacorta, Maria Antonietta ;
Vecchio, Fabio Maria ;
Rizzo, Gianluca ;
Coco, Claudio ;
Crucitti, Antonio ;
Ratto, Carlo ;
Bonomo, Lorenzo .
RADIOLOGY, 2009, 250 (03) :730-739
[5]   Long-Term Outcome of Patients with Complete Pathologic Response after Neoadjuvant Chemoradiation for cT3 Rectal Cancer: Implications for Local Excision Surgical Strategies [J].
Belluco, Claudio ;
De Paoli, Antonino ;
Canzonieri, Vincenzo ;
Sigon, Roberto ;
Fornasarig, Mara ;
Buonadonna, Angela ;
Boz, Giovanni ;
Innocente, Roberto ;
Perin, Tiziana ;
Cossaro, Marta ;
Polesel, Jerry ;
De Marchi, Francesco .
ANNALS OF SURGICAL ONCOLOGY, 2011, 18 (13) :3686-3693
[6]   Locally advanced rectal cancer: The importance of a multidisciplinary approach [J].
Berardi, Rossana ;
Maccaroni, Elena ;
Onofri, Azzurra ;
Morgese, Francesca ;
Torniai, Mariangela ;
Tiberi, Michela ;
Ferrini, Consuelo ;
Cascinu, Stefano .
WORLD JOURNAL OF GASTROENTEROLOGY, 2014, 20 (46) :17279-17287
[7]   Online adaptive magnetic resonance guided radiotherapy for pancreatic cancer: state of the art, pearls and pitfalls [J].
Boldrini, Luca ;
Cusumano, Davide ;
Cellini, Francesco ;
Azario, Luigi ;
Mattiucci, Gian Carlo ;
Valentini, Vincenzo .
RADIATION ONCOLOGY, 2019, 14 (1)
[8]  
Boldrini Luca, 2018, Tech Innov Patient Support Radiat Oncol, V6, P5, DOI 10.1016/j.tipsro.2018.02.002
[9]   Delta radiomics for rectal cancer response prediction with hybrid 0.35T magnetic resonance-guided radiotherapy (MRgRT): a hypothesis-generating study for an innovative personalized medicine approach [J].
Boldrini, Luca ;
Cusumano, Davide ;
Chiloiro, Giuditta ;
Casa, Calogero ;
Masciocchi, Carlotta ;
Lenkowicz, Jacopo ;
Cellini, Francesco ;
Dinapoli, Nicola ;
Azario, Luigi ;
Teodoli, Stefania ;
Gambacorta, Maria Antonietta ;
De Spirito, Marco ;
Valentini, Vincenzo .
RADIOLOGIA MEDICA, 2019, 124 (02) :145-153
[10]   Importance of tumor regression assessment in predicting the outcome in patients with locally advanced rectal carcinoma who are treated with preoperative radiotherapy [J].
Bouzourene, H ;
Bosman, FT ;
Seelentag, W ;
Matter, M ;
Coucke, P .
CANCER, 2002, 94 (04) :1121-1130