Skip to main navigation Skip to search Skip to main content

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

  • Martina Murr*
  • , Uffe Bernchou
  • , Edyta Bubula-Rehm
  • , Mark Ruschin
  • , Parisa Sadeghi
  • , Peter Voet
  • , Jeff D. Winter
  • , Jinzhong Yang
  • , Eyesha Younus
  • , Cornel Zachiu
  • , Yao Zhao
  • , Hualiang Zhong
  • , Daniela Thorwarth
  • *Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

2 Downloads (Pure)

Abstract

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 OA-MRgRT. 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.

Original languageEnglish
Article number100588
Number of pages7
JournalPhysics and Imaging in Radiation Oncology
Volume30
DOIs
Publication statusPublished - Apr 2024

Keywords

  • Deformable dose accumulation (DDA)
  • Deformable image registration (DIR)
  • Multi-institutional analysis
  • Online MR-guided radiotherapy (MRgRT)

Fingerprint

Dive into the research topics of 'A multi-institutional comparison of retrospective deformable dose accumulation for online adaptive magnetic resonance-guided radiotherapy'. Together they form a unique fingerprint.

Cite this