Voxel-based analysis unveils regional dose differences associated with radiation-induced morbidity in head and neck cancer patients.
Serena MontiGiuseppe PalmaVittoria D'AvinoMarianna GerardiGiulia MarvasoDelia CiardoRoberto PacelliBarbara A Jereczek-FossaDaniela AlterioLaura CellaPublished in: Scientific reports (2017)
The risk of radiation-induced toxicity in patients treated for head and neck (HN) cancer with radiation therapy (RT) is traditionally estimated by condensing the 3D dose distribution into a monodimensional cumulative dose-volume histogram which disregards information on dose localization. We hypothesized that a voxel-based approach would identify correlations between radiation-induced morbidity and local dose release, thus providing a new insight into spatial signature of radiation sensitivity in composite regions like the HN district. This methodology was applied to a cohort of HN cancer patients treated with RT at risk of radiation-induced acute dysphagia (RIAD). We implemented an inter-patient elastic image registration framework that proved robust enough to match even the most elusive HN structures and to provide accurate dose warping. A voxel-based statistical analysis was then performed to test regional dosimetric differences between patients with and without RIAD. We identified a significantly higher dose delivered to RIAD patients in two voxel clusters in correspondence of the cricopharyngeus muscle and cervical esophagus. Our study goes beyond the well-established organ-based philosophy exploring the relationship between radiation-induced morbidity and local dose differences in the HN region. This approach is generally applicable to different HN toxicity endpoints and is not specific to RIAD.
Keyphrases
- radiation induced
- radiation therapy
- papillary thyroid
- oxidative stress
- healthcare
- computed tomography
- machine learning
- skeletal muscle
- magnetic resonance imaging
- ejection fraction
- mass spectrometry
- squamous cell carcinoma
- magnetic resonance
- social media
- rectal cancer
- case report
- health information
- squamous cell
- diffusion weighted
- contrast enhanced
- peritoneal dialysis