Main Session
Sep 29
PQA 05 - Physics

2953 - Does Online Adaptive Dose Restoration In Head and Neck Proton Therapy Alter Linear Energy Transfer Under Anatomic Variation?

12:30pm - 01:45pm ET
Poster Hall - Exhibit Hall A
Screen: 1
POSTER

Presenter(s)

Mislav Bobic, PhD Headshot
Mislav Bobic, PhD - Mass General Brigham Cancer Institute / Massachusetts General Hospital, Boston, MA

M. Bobic1, H. Lee2, A. Lomax3, and H. Paganetti1; 1Department of Radiation Oncology, Massachusetts General Hospital/Mass General Brigham and Harvard Medical School, Boston, MA, 2University of Hong Kong, Hong Kong, Hong Kong, 3Department of Physics, ETH Zurich, Zurich, Switzerland

Purpose/Objective(s): Interfractional anatomic variation in head and neck intensity-modulated proton therapy (IMPT) can degrade planned dose distributions, motivating online adaptive proton therapy (OAPT). However, plan adaptation modifies beam parameters, potentially altering dose-averaged linear energy transfer (LETd) and introducing uncertainty in relative biological effectiveness (RBE)-weighted dose. We hypothesized that OAPT performed to restore target coverage under daily anatomic variation would significantly alter LETd distributions in head and neck IMPT.

Materials/Methods: Eighteen head and neck patients previously treated at one institution were analyzed retrospectively. For each patient, a three-field IMPT plan was created to deliver 70 Gy and 57 Gy to the high- and low-risk clinical target volumes (CTVs), respectively. Daily cone-beam computed tomography (CBCT) images were used to generate a synthetic CT for each fraction to represent the daily anatomy. Treatment delivery was calculated on each daily anatomy using Monte Carlo to simulate both non-adaptive (NA) and online adaptive (OA) treatment. For NA, the nominal IMPT plan was calculated on the daily anatomy without modifying plan parameters. For OA, beam parameters were re-optimized using a validated in-house OAPT workflow aimed at restoring target coverage, assuming RBE = 1.1. Key dose-volume metrics, as well as mean and maximum LETd, were extracted for CTVs and organs at risk. Fraction-wise median values were compared between NA and OA using Wilcoxon signed-rank tests.

Results: OA significantly improved target coverage (increased D98% and decreased D2% for CTVs) and reduced spinal cord Dmax compared with NA (all p < 0.01; Table 1). Despite these dose differences, LETd changes were statistically significant in only 3 of 16 evaluated endpoints, with clinically negligible effect sizes (highest absolute ? of 0.13 keV/µm for left parotid maximum LETd). All remaining differences in LETd metrics were non-significant.

Conclusion: Contrary to our hypothesis, OAPT did not meaningfully alter LETd distributions despite significant improvements in dose endpoints, particularly target coverage. LETd remained stable under anatomic variation, suggesting that the nominal plan is a reliable predictor of LETd. These findings reduce concern that OAPT-driven dose restoration introduces RBE-weighted dose uncertainty in head and neck IMPT.

Table 1: Statistically significant NA vs OA differences (p < 0.05). NA and OA are reported as median; ?(OA - NA) is reported as median [Q1, Q3].
Endpoint Units NA

OA ?(OA-NA) [Q1, Q3] p-value
High-risk CTV D98% %Rx 95.4 97.5 2.1 [1.5, 3.5] < 0.0001
High-risk CTV D2% %Rx 103.1 102.6 -0.4 [-1.1, 0.0] 0.0066
Low-risk CTV D98% %Rx 92.5 96.7 4.6 [3.2, 5.6] < 0.0001
Spinal cord Dmax Gy (RBE) 32.1 29.9 -1.4 [-3.1, -0.3] 0.0066
High-risk CTV mean LETd keV/µm 1.74 1.73 -0.05 [-0.08, 0.00] 0.0342
Left parotid max LETd keV/µm 3.74 3.88 0.13 [0.01, 0.18] 0.0003
Spinal cord mean LETd keV/µm 1.73 1.68 -0.02 [-0.08, 0.01] 0.0385