Repeatability of diffusion-weighted magnetic resonance imaging in head and neck cancer at a 1.5 T MR-Linac

被引:24
作者
Habrich, Jonas [1 ]
Boeke, Simon [2 ,3 ,4 ]
Nachbar, Marcel [1 ]
Nikolaou, Konstantin
Schick, Fritz [6 ]
Gani, Cihan [4 ,5 ]
Zips, Daniel [2 ,3 ,4 ,5 ]
Thorwarth, Daniela [1 ,2 ,3 ]
机构
[1] Univ Tubingen, Dept Radiat Oncol, Sect Biomed Phys, Tubingen, Germany
[2] German Canc Consortium DKTK, Partner Site Tubingen, Heidelberg, Germany
[3] German Canc Res Ctr, Heidelberg, Germany
[4] Univ Tubingen, Dept Radiat Oncol, Tubingen, Germany
[5] Univ Tubingen, Dept Diagnost & Intervent Radiol, Tubingen, Germany
[6] Univ Tubingen, Dept Diagnost & Intervent Radiol, Sect Expt Radiol, Tubingen, Germany
关键词
MR guided radiation therapy; Quantitative MRI; Diffusion -weighted imaging; MR-Linac; Repeatability; Echo -planar imaging; SALIVARY-GLAND FUNCTION; TURBO SPIN-ECHO; GUIDED RADIOTHERAPY; ADC MEASUREMENTS; COEFFICIENT; PERFORMANCE; PARAMETERS; HYPOXIA;
D O I
10.1016/j.radonc.2022.07.020
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background and purpose: Functional information acquired through diffusion-weighted magnetic resonance imaging (DW-MRI) may be beneficial for personalized head and neck cancer (HNC) radiotherapy. Technical validation is required before DW-MRI based radiotherapy interventions can be realized clinically. The aim of this study was to assess the repeatability of apparent diffusion coefficients (ADC) derived from DW-MRI in HNC using echo-planar imaging (EPI) on a 1.5 T MR-Linac. Material and methods: A total of eleven HNC patients underwent test/retest DW-MRI scans at least once per week during fractionated radiotherapy at the MR-Linac. An EPI DW-MRI test scan (b = 0, 150, 500 s/ mm2) was acquired before the start of adaptive MR-guided radiotherapy in addition to an identical retest scan after irradiation. Volumes-of-interest (VOI) were defined manually for parotid (PTs) and submandibular glands (SMs), gross tumor volume (GTV) and lymph nodes (LNs). Mean ADC was calculated for all VOI in all test/retest scans. Absolute/relative repeatability coefficients (RCs/relRCs) as well as intraclass correlation coefficients (ICCs) were determined for all VOIs. Results: A total of 81 datasets were analyzed. Mean test ADC values were 1380/1416, 950/1010,1520 and 1344 center dot 10-6 mm2/s for left/right SM and PT, GTV and LNs, respectively. Accordingly, RC (relRC) values were determined as 271/281 (19.4/21.8%) and 138/155 (13.3/15.2%), 457 (31.3%) and 310 center dot 10-6 mm2/ s (23.5%). ICC resulted in 0.80/0.87, 0.97/0.94, 0.75 and 0.83 for left/right SM and PT, GTV and LNs, respectively. Conclusion: The repeatability of ADC derived from EPI DW-MRI at the 1.5 T MR-Linac appears reasonable to be used for future biologically adapted MR-guided radiotherapy. (c) 2022 The Author(s). Published by Elsevier B.V. Radiotherapy and Oncology 174 (2022) 141-148 This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
引用
收藏
页码:141 / 148
页数:8
相关论文
共 55 条
[1]   Online Magnetic Resonance Image Guided Adaptive Radiation Therapy: First Clinical Applications [J].
Acharya, Sahaja ;
Fischer-Valuck, Benjamin W. ;
Kashani, Rojano ;
Parikh, Parag ;
Yang, Deshan ;
Zhao, Tianyu ;
Green, Olga ;
Wooten, Omar ;
Li, H. Harold ;
Hu, Yanle ;
Rodriguez, Vivian ;
Olsen, Lindsey ;
Robinson, Clifford ;
Michalski, Jeff ;
Mutic, Sasa ;
Olsen, Jeffrey .
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2016, 94 (02) :394-403
[2]   Repeatability and reproducibility of multiparametric magnetic resonance imaging of the liver [J].
Bachtiar, Velicia ;
Kelly, Matthew D. ;
Wilman, Henry R. ;
Jacobs, Jaco ;
Newbould, Rexford ;
Kelly, Catherine J. ;
Gyngell, Michael L. ;
Groves, Katherine E. ;
McKay, Andy ;
Herlihy, Amy H. ;
Fernandes, Carolina C. ;
Halberstadt, Mark ;
Maguire, Marion ;
Jayaratne, Naomi ;
Linden, Sophia ;
Neubauer, Stefan ;
Banerjee, Rajarshi .
PLOS ONE, 2019, 14 (04)
[3]   Correlation of 18F-FDG Uptake with Apparent Diffusion Coefficient Ratio Measured on Standard and High b Value Diffusion MRI in Head and Neck Cancer [J].
Choi, Seung Hong ;
Paeng, Jin Chul ;
Sohn, Chul-Ho ;
Pagsisihan, Jefferson R. ;
Kim, Young-Jae ;
Kim, Kwang Gi ;
Jang, Ji Yeon ;
Yun, Tae Jin ;
Kim, Ji-Hoon ;
Han, Moon Hee ;
Chang, Kee-Hyun .
JOURNAL OF NUCLEAR MEDICINE, 2011, 52 (07) :1056-1062
[4]   Patient positioning and immobilization procedures for hybrid MR-Linac systems [J].
Cuccia, Francesco ;
Alongi, Filippo ;
Belka, Claus ;
Boldrini, Luca ;
Horner-Rieber, Juliane ;
McNair, Helen ;
Rigo, Michele ;
Schoenmakers, Maartje ;
Niyazi, Maximilian ;
Slagter, Judith ;
Votta, Claudio ;
Corradini, Stefanie .
RADIATION ONCOLOGY, 2021, 16 (01)
[5]   Diffusion-weighted magnetic resonance imaging to evaluate major salivary gland function before and after radiotherapy [J].
Dirix, Piet ;
De Keyzer, Frederik ;
Vandecaveye, Vincent ;
Stroobants, Sigrid ;
Hermans, Robert ;
Nuyts, Sandra .
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2008, 71 (05) :1365-1371
[6]   3D Slicer as an image computing platform for the Quantitative Imaging Network [J].
Fedorov, Andriy ;
Beichel, Reinhard ;
Kalpathy-Cramer, Jayashree ;
Finet, Julien ;
Fillion-Robin, Jean-Christophe ;
Pujol, Sonia ;
Bauer, Christian ;
Jennings, Dominique ;
Fennessy, Fiona ;
Sonka, Milan ;
Buatti, John ;
Aylward, Stephen ;
Miller, James V. ;
Pieper, Steve ;
Kikinis, Ron .
MAGNETIC RESONANCE IMAGING, 2012, 30 (09) :1323-1341
[7]   Functional imaging in head and neck squamous cell carcinoma: correlation of PET/CT and diffusion-weighted imaging at 3 Tesla [J].
Fruehwald-Pallamar, Julia ;
Czerny, Christian ;
Mayerhoefer, Marius E. ;
Halpern, Benjamin S. ;
Eder-Czembirek, Christina ;
Brunner, Markus ;
Schuetz, Matthias ;
Weber, Michael ;
Fruehwald, Laura ;
Herneth, Andreas M. .
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2011, 38 (06) :1009-1019
[8]   Comparison of the image quality of turbo spin echo- and echo-planar diffusion-weighted images of the oral cavity [J].
Hirata, Kenichiro ;
Nakaura, Takeshi ;
Okuaki, Tomoyuki ;
Kidoh, Masafumi ;
Oda, Seitaro ;
Utsunomiya, Daisuke ;
Namimoto, Tomohiro ;
Kitajima, Mika ;
Nakayama, Hideki ;
Yamashita, Yasuyuki .
MEDICINE, 2018, 97 (19)
[9]   Repeatability of Diffusion-Weighted Imaging in Rectal Cancer [J].
Intven, Martijn ;
Reerink, Onne ;
Philippens, Marielle E. P. .
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2014, 40 (01) :146-150
[10]   Head and Neck Squamous Cell Carcinoma: Diagnostic Performance of Diffusion-weighted MR Imaging for the Prediction of Treatment Response [J].
King, Ann D. ;
Chow, Kwok-Keung ;
Yu, Kwok-Hung ;
Mo, Frankie Kwok Fai ;
Yeung, David K. W. ;
Yuan, Jing ;
Bhatia, Kunwar S. ;
Vlantis, Alexander C. ;
Ahuja, Anil T. .
RADIOLOGY, 2013, 266 (02) :531-538