Published 2023 | Version v1
Journal article

Automatic planning of the lower extremities for total marrow irradiation using volumetric modulated arc therapy

  • 1. Radiotherapy and Radiosurgery Department, IRCCS Humanitas Research Hospital, via Manzoni 56, 20089, Rozzano, Milan (Italy)
  • 2. Department of Biomedical Sciences, Humanitas University, via Rita Levi Montalcini 4, 20072, Pieve Emanuele, Milan (Italy)
  • 3. Department of Medical Physics, Hospital Universitari Sant Joan de Reus, IISPV, Tarragona (Spain)
  • 4. Department of Physics "G. Occhialini", University of Milan-Bicocca, piazza della Scienza 2, 20126, Milano (Italy)
  • 5. Human Techopole, Centre for Health Data Science, Milan (Italy)
  • 6. Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan (Italy)
  • 7. Bone Marrow Transplantation Unit, IRCCS Humanitas Research Hospital, Milan, Rozzano (Italy)

Description

Total marrow (and lymphoid) irradiation (TMI-TMLI) is limited by the couch travel range of modern linacs, which forces the treatment delivery to be split into two plans with opposite orientations: a head-first supine upper-body plan, and a feet-first supine lower extremities plan. A specific field junction is thus needed to obtain adequate target coverage in the overlap region of the two plans. In this study, an automatic procedure was developed for field junction creation and lower extremities plan optimization. Ten patients treated with TMI-TMLI at our institution were selected retrospectively. The planning of the lower extremities was performed automatically. Target volume parameters (CTV_J-V98% > 98%) at the junction region and several dose statistics (D98%, Dmean, and D2%) were compared between automatic and manual plans. The modulation complexity score (MCS) was used to assess plan complexity. The automatic procedure required 60-90 min, depending on the case. All automatic plans achieved clinically acceptable dosimetric results (CTV_J-V98% > 98%), with significant differences found at the junction region, where Dmean and D2% increased on average by 2.4% (p < 0.03) and 3.0% (p < 0.02), respectively. Similar plan complexity was observed (median MCS = 0.12). Since March 2022, the automatic procedure has been introduced in our clinic, reducing the TMI-TMLI simulation-to-delivery schedule by 2 days. The developed procedure allowed treatment planning of TMI-TMLI to be streamlined, increasing efficiency and standardization, preventing human errors, while maintaining the dosimetric plan quality and complexity of manual plans. Automated strategies can simplify the future adoption and clinical implementation of TMI-TMLI treatments in new centers.

Availability note (English)

Available from: http://dx.doi.org/10.1007/s00066-022-02014-0

Additional details

Identifiers

Publishing Information

Journal Title
Strahlentherapie und Onkologie
Journal Volume
199
Journal Issue
4
Journal Page Range
p. 412-419
ISSN
0179-7158
CODEN
STONE4