Predicting tumour motion during the whole radiotherapy treatment: a systematic approach for thoracic and abdominal lesions based on real time MR

被引:61
作者
Cusumano, Davide [1 ,2 ]
Dhont, Jennifer [3 ,4 ,5 ]
Boldrini, Luca [2 ]
Chiloiro, Giuditta [2 ,6 ]
Teodoli, Stefania [1 ]
Massaccesi, Mariangela [6 ]
Fionda, Bruno [6 ]
Cellini, Francesco [6 ]
Azario, Luigi [1 ,7 ]
Vandemeulebroucke, Jef [4 ,5 ]
De Spirito, Marco [7 ]
Valentini, Vincenzo [2 ,6 ]
Verellen, Dirk [3 ,8 ]
机构
[1] Fdn Policlin Univ A Gemelli IRCCS, UOC Fis Sanit, Dipartimento Diagnost Immagini Radioterapia Oncol, Rome, Italy
[2] Univ Cattolica Sacro Cuore, Ist Radiol, Rome, Italy
[3] Vrije Univ Brussel, Fac Med & Pharm, Pl Laan 2, B-1050 Brussels, Belgium
[4] Vrije Univ Brussel, Dept Elect & Informat ETRO, Pl Laan 2, B-1050 Brussels, Belgium
[5] IMEC, Kapeldreef 75, B-3001 Leuven, Belgium
[6] Fdn Policlin Univ A Gemelli IRCCS, Dipartimento Diagnost Immagini Radioterapia Oncol, UOC Radioterapia Oncol, Rome, Italy
[7] Univ Cattolica Sacro Cuore, Ist Fis, Rome, Italy
[8] Iridium Kankernetwerk, Dept Radiotherapy, GZA Ziekenhuizen Sint Augustinus, Antwerp, Belgium
关键词
MR-guided radiotherapy; Inter-fraction variability; Intra-fraction fraction variability; Motion prediction; 4-DIMENSIONAL COMPUTED-TOMOGRAPHY; IMAGE-GUIDED RADIOTHERAPY; BODY RADIATION-THERAPY; RESPIRATORY MOTION; LINE DRIFT; TRACKING; LUNG; LIVER; PRECISE; 4DCT;
D O I
10.1016/j.radonc.2018.07.025
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Introduction: Aim of this study was to investigate the ability of pre-treatment four dimensional computed tomography (4DCT) to capture respiratory-motion observed in thoracic and abdominal lesions during treatment. Treatment motion was acquired using full-treatment cine-MR acquisitions. Results of this analysis were compared to the ability of 30 seconds (s) cine Magnetic Resonance (MR) to estimate the same parameters. Methods: A 4DCT and 30 s cine-MR (ViewRay, USA) were acquired on the simulation day for 7 thoracic and 13 abdominal lesions. Mean amplitude, intra-and inter-fraction amplitude variability, and baseline drift were extracted from the full treatment data acquired by 2D cine-MR, and correlated to the motion on pre-treatment 30 s cine-MR and 4DCT. Using the full treatment data, safety margins on the ITV, necessary to account for all motion variability from 4DCT observed during treatment, were calculated. Mean treatment amplitudes were 2 +/- 1 mm and 5 +/- 3 mm in the anteroposterior (AP) and craniocaudal (CC) direction, respectively. Differences between mean amplitude during treatment and amplitude on 4DCT or during 30 s cine-MR were not significant, but 30 s cine-MR was more accurate than 4DCT. Intra-fraction amplitude variability was positively correlated with both 30 s cine-MR and 4DCT amplitude. Inter-fraction amplitude variability was minimal. Results: Mean baseline drift over all fractions and patients equalled 1 +/- 1 mmin both CC and AP direction, but drifts per fraction up to 16 mm (CC) and 12 mm (AP) were observed. Margins necessary on the ITV ranged from 0 to 8 mm in CC and 0 to 5 mm in AP direction. Neither amplitude on 4DCT nor during 30 s cine MR is correlated to the magnitude of drift or the necessary margins in both directions. Conclusion: Lesions moving with small amplitude show limited amplitude variability throughout treatment, making passive motion management strategies seem adequate. However, other variations such as baseline drifts and shifts still cause significant geometrical uncertainty, favouring real-time monitoring and an active approach for all lesions influenced by respiratory motion. (C) 2018 Elsevier B.V. All rights reserved.
引用
收藏
页码:456 / 462
页数:7
相关论文
共 44 条
[1]   Inter- and Intrafractional Variation in the 3-Dimensional Positions of Pancreatic Tumors Due to Respiration Under Real-Time Monitoring [J].
Akimoto, Mami ;
Nakamura, Mitsuhiro ;
Nakamura, Akira ;
Mukumoto, Nobutaka ;
Kishi, Takashi ;
Goto, Yoko ;
Mizowaki, Takashi ;
Hiraoka, Masahiro .
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2017, 98 (05) :1204-1211
[2]   The first patient treatment of electromagnetic-guided real time adaptive radiotherapy using MLC tracking for lung SABR [J].
Booth, Jeremy T. ;
Caillet, Vincent ;
Hardcastle, Nicholas ;
O'Brien, Ricky ;
Szymura, Kathryn ;
Crasta, Charlene ;
Harris, Benjamin ;
Haddad, Carol ;
Eade, Thomas ;
Keall, Paul J. .
RADIOTHERAPY AND ONCOLOGY, 2016, 121 (01) :19-25
[3]   Is abdominal compression useful in lung stereotactic body radiation therapy? A 4DCT and dosimetric lobe-dependent study [J].
Bouilhol, Gauthier ;
Ayadi, Myriam ;
Rit, Simon ;
Thengumpallil, Sheeba ;
Schaerer, Joel ;
Vandemeulebroucke, Jef ;
Claude, Line ;
Sarrut, David .
PHYSICA MEDICA-EUROPEAN JOURNAL OF MEDICAL PHYSICS, 2013, 29 (04) :333-340
[4]   INTERFRACTION AND INTRAFRACTION CHANGES IN AMPLITUDE OF BREATHING MOTION IN STEREOTACTIC LIVER RADIOTHERAPY [J].
Case, Robert B. ;
Moseley, Douglas J. ;
Sonke, Jan Jakob ;
Eccles, Cynthia L. ;
Dinniwell, Robert E. ;
Kim, John ;
Bezjak, Andrea ;
Milosevic, Michael ;
Brock, Kristy K. ;
Dawson, Laura A. .
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2010, 77 (03) :918-925
[5]   Treating patients with real-time tumor tracking using the Vero gimbaled linac system: Implementation and first review [J].
Depuydt, Tom ;
Poels, Kenneth ;
Verellen, Dirk ;
Engels, Benedikt ;
Collen, Christine ;
Buleteanu, Manuela ;
Van den Begin, Robbe ;
Boussaer, Marlies ;
Duchateau, Michael ;
Gevaert, Thierry ;
Storme, Guy ;
De Ridder, Mark .
RADIOTHERAPY AND ONCOLOGY, 2014, 112 (03) :343-351
[6]   Real-time long-term multi-object tracking on cineMR using a tracking-learning-detection framework [J].
Dhont, J. ;
Cusumano, D. ;
Boldrini, L. ;
Chiloiro, G. ;
Azario, L. ;
Cellini, F. ;
De Spirito, M. ;
Omelina, L. ;
Vandemeulebroucke, J. ;
Verellen, D. ;
Valentini, V. .
RADIOTHERAPY AND ONCOLOGY, 2018, 127 :S99-S100
[7]   The long- and short-term variability of breathing induced tumor motion in lung and liver over the course of a radiotherapy treatment [J].
Dhont, Jennifer ;
Vandemeulebroucke, Jef ;
Burghelea, Manuela ;
Poels, Kenneth ;
Depuydt, Tom ;
Van den Begin, Robbe ;
Jaudet, Cyril ;
Collen, Christine ;
Engels, Benedikt ;
Reynders, Truus ;
Boussaer, Marlies ;
Gevaert, Thierry ;
De Ridder, Mark ;
Verellen, Dirk .
RADIOTHERAPY AND ONCOLOGY, 2018, 126 (02) :339-346
[8]   Correlation between external and internal respiratory motion: a validation study [J].
Ernst, Floris ;
Bruder, Ralf ;
Schlaefer, Alexander ;
Schweikard, Achim .
INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, 2012, 7 (03) :483-492
[9]   Dynamic tumor tracking using the Elekta Agility MLC [J].
Fast, Martin F. ;
Nill, Simeon ;
Bedford, James L. ;
Oelfke, Uwe .
MEDICAL PHYSICS, 2014, 41 (11)
[10]   Planning 4-Dimensional Computed Tomography (4DCT) Cannot Adequately Represent Daily Intrafractional Motion of Abdominal Tumors [J].
Ge, Jiajia ;
Santanam, Lakshmi ;
Noel, Camille ;
Parikh, Parag J. .
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2013, 85 (04) :999-1005