Combined optimization of spot positions and weights for better FLASH proton therapy

Phys Med Biol. 2024 May 15. doi: 10.1088/1361-6560/ad4c53. Online ahead of print.

Abstract

Objective: In Intensity Modulated Proton Therapy (IMPT), the weights of individual pencil-beams or spots are optimized to fulfil dosimetric constraints. Theses spots are usually located on a regular lattice and their positions are fixed during optimization. In many cases, the range of spot weights may however be limited, leading sometimes to sub-optimal plan quality. An emblematic use case is the delivery of a plan at ultra-high dose rate (FLASH-RT), for which the spot weights are typically constrained to high values.

Approach: To improve further the quality of IMPT FLASH plans, we propose here a novel algorithm to optimize both the spot weights and positions directly based on the objectives defined by the treatment planner.

Main results: For all cases considered, optimizing the spot positions lead to an enhanced dosimetric score, while maintaining a high dose rate.

Significance: Overall, this approach resulted in a substantial plan quality improvement compared to optimizing only the spot weights, and in a similar execution time.

Keywords: FLASH-RT; IMPT; Pencil Beam Scanning; Treatment Planning.