A multi-institutional comparison of retrospective deformable dose accumulation for online adaptive magnetic resonance-guided radiotherapy

被引:1
|
作者
Murr, Martina [1 ,11 ]
Bernchou, Uffe [2 ,3 ]
Bubula-Rehm, Edyta [4 ]
Ruschin, Mark [5 ]
Sadeghi, Parisa [6 ]
Voet, Peter [4 ]
Winter, Jeff D. [6 ]
Yang, Jinzhong [7 ]
Younus, Eyesha [5 ,10 ]
Zachiu, Cornel [8 ]
Zhao, Yao [7 ]
Zhong, Hualiang [9 ]
Thorwarth, Daniela [1 ]
机构
[1] Univ Tubingen, Dept Radiat Oncol, Sect Biomed Phys, Tubingen, Germany
[2] Univ Southern Denmark, Dept Clin Res, Odense, Denmark
[3] Odense Univ Hosp, Lab Radiat Phys, Odense, Denmark
[4] Elekta AB, Stockholm, Sweden
[5] Univ Toronto, Odette Canc Ctr, Sunnybrook Hlth Sci Ctr, Dept Radiat Oncol, Toronto, ON, Canada
[6] Univ Hlth Network, Princess Margaret Canc Ctr, Radiat Med Program, Toronto, ON, Canada
[7] Univ Texas MD Anderson Canc Ctr, Dept Radiat Phys, Houston, TX USA
[8] Univ Med Ctr Utrecht, Dept Radiotherapy, NL-3584 CX Utrecht, Netherlands
[9] Med Coll Wisconsin, Dept Radiat Oncol, Milwaukee, WI USA
[10] Mayo Clin, Dept Radiat Oncol, 200 First St SW, Rochester, MN 55905 USA
[11] Crona Kliniken, Res Sect Biomed Phys, Hoppe Seyler Str 3, D-72076 Tubingen, Germany
关键词
Deformable dose accumulation (DDA); Deformable image registration (DIR); Multi -institutional analysis; Online MR -guided radiotherapy (MRgRT); IMAGE REGISTRATION; RADIATION-THERAPY; VALIDATION; ALGORITHM; ACCURACY;
D O I
10.1016/j.phro.2024.100588
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background and Purpose: Application of different deformable dose accumulation (DDA) solutions makes institutional comparisons after online-adaptive magnetic resonance-guided radiotherapy (OA-MRgRT) challenging. The aim of this multi-institutional study was to analyze accuracy and agreement of DDA-implementations in OAMRgRT. Material and Methods: One gold standard (GS) case deformed with a biomechanical-model and five clinical cases consisting of prostate (2x), cervix, liver, and lymph node cancer, treated with OA-MRgRT, were analyzed. Six centers conducted DDA using institutional implementations. Deformable image registration (DIR) and DDA results were compared using the contour metrics Dice Similarity Coefficient (DSC), surface-DSC, Hausdorff-distance (HD95%), and accumulated dose-volume histograms (DVHs) analyzed via intraclass correlation coefficient (ICC) and clinical dosimetric criteria (CDC). Results: For the GS, median DDA errors ranged from 0.0 to 2.8 Gy across contours and implementations. DIR of clinical cases resulted in DSC > 0.8 for up to 81.3% of contours and a variability of surface-DSC values depending on the implementation. Maximum HD95%=73.3 mm was found for duodenum in the liver case. Although DVH ICC > 0.90 was found after DDA for all but two contours, relevant absolute CDC differences were observed in clinical cases: Prostate I/II showed maximum differences in bladder V28Gy (10.2/7.6%), while for cervix, liver, and lymph node the highest differences were found for rectum D2cm3 (2.8 Gy), duodenum Dmax (7.1 Gy), and rectum D0.5cm3 (4.6 Gy). Conclusion: Overall, high agreement was found between the different DIR and DDA implementations. Case- and algorithm-dependent differences were observed, leading to potentially clinically relevant results. Larger studies are needed to define future DDA-guidelines.
引用
收藏
页数:7
相关论文
共 50 条
  • [21] Deep learning-based dose prediction for magnetic resonance-guided prostate radiotherapy
    Fransson, Samuel
    Strand, Robin
    Tilly, David
    MEDICAL PHYSICS, 2024, 51 (11) : 8087 - 8095
  • [22] Stereotactic radiotherapy and the potential role of magnetic resonance-guided adaptive techniques for pancreatic cancer
    Ermongkonchai, Tai
    Khor, Richard
    Muralidharan, Vijayaragavan
    Tebbutt, Niall
    Lim, Kelvin
    Kutaiba, Numan
    Ng, Sweet Ping
    WORLD JOURNAL OF GASTROENTEROLOGY, 2022, 28 (07) : 745 - 754
  • [23] MAGELLAN: Magnetic Resonance-guided adaptive stereotactic Radiotherapy of Lung Tumors in ultracentral Location
    Regnery, S.
    Weykamp, F.
    Hoegen, P.
    Sprengel, S.
    Eichkorn, T.
    Buchele, C.
    Paul, K.
    Klueter, S.
    Pohl, M.
    Meis, J.
    Koenig, L.
    Adeberg, S.
    Koerber, S.
    Debus, J.
    Hoerner-Rieber, J.
    STRAHLENTHERAPIE UND ONKOLOGIE, 2021, 197 (SUPPL 1) : S178 - S178
  • [24] Stereotactic radiotherapy and the potential role of magnetic resonance-guided adaptive techniques for pancreatic cancer
    Tai Ermongkonchai
    Richard Khor
    Vijayaragavan Muralidharan
    Niall Tebbutt
    Kelvin Lim
    Numan Kutaiba
    Sweet Ping Ng
    World Journal of Gastroenterology, 2022, (07) : 745 - 754
  • [25] Dosimetric Benefit of Adaptive Magnetic Resonance-Guided Stereotactic Body Radiotherapy of Liver Metastases
    Weykamp, Fabian
    Katsigiannopulos, Efthimios
    Piskorski, Lars
    Regnery, Sebastian
    Hoegen, Philipp
    Ristau, Jonas
    Renkamp, C. Katharina
    Liermann, Jakob
    Forster, Tobias
    Lang, Kristin
    Koenig, Laila
    Rippke, Carolin
    Buchele, Carolin
    Debus, Juergen
    Klueter, Sebastian
    Hoerner-Rieber, Juliane
    CANCERS, 2022, 14 (24)
  • [26] Comparison of online adaptive and non-adaptive magnetic resonance image-guided radiation therapy in prostate cancer using dose accumulation
    Murr, Martina
    Wegener, Daniel
    Boeke, Simon
    Gani, Cihan
    Moennich, David
    Niyazi, Maximilian
    Schneider, Moritz
    Zips, Daniel
    Mueller, Arndt-Christian
    Thorwarth, Daniela
    PHYSICS & IMAGING IN RADIATION ONCOLOGY, 2024, 32
  • [27] Magnetic resonance guided adaptive post prostatectomy radiotherapy: Accumulated dose comparison of different workflows
    Hassan, Sean P.
    de Leon, Jeremiah
    Batumalai, Vikneswary
    Moutrie, Zoe
    Hogan, Louise
    Ge, Yuanyuan
    Stricker, Phillip
    Jameson, Michael G.
    JOURNAL OF APPLIED CLINICAL MEDICAL PHYSICS, 2024, 25 (04):
  • [28] Deformable Dose Accumulation for Hybrid CBCT-MRI Guided Adaptive Radiotherapy for Cervix Cancer
    Velec, M.
    Tadic, T.
    Xie, J.
    Moseley, J. L.
    Patel, T.
    Milosevic, M.
    Fyles, A.
    Han, K.
    Croke, J. M.
    INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2019, 105 (01): : S252 - S252
  • [29] Feasibility of quantitative relaxometry for prostate target localization and response assessment in magnetic resonance-guided online adaptive stereotactic body radiotherapy
    Subashi, Ergys
    Locastro, Eve
    Burleson, Sarah
    Apte, Aditya
    Zelefsky, Michael
    Tyagi, Neelam
    PHYSICS & IMAGING IN RADIATION ONCOLOGY, 2024, 32
  • [30] MAGNETIC RESONANCE-GUIDED ADAPTIVE RADIOTHERAPY REDUCES THE NORMAL TISSUE COMPLICATION PROBABILITY OF ADRENAL STEREOTACTIC ABLATIVE RADIOTHERAPY
    Chen, Hanbo
    de Koste, John van Sornsen
    Bohoudi, Omar
    Slotman, Ben
    Palacios, Miguel
    Senan, Suresh
    Lagerwaard, Frank
    RADIOTHERAPY AND ONCOLOGY, 2020, 150 : S82 - S82