Voxel-based analysis unveils regional dose differences associated with radiation-induced morbidity in head and neck cancer patients

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Serena Monti
Giuseppe Palma
Vittoria D’Avino
Marianna Gerardi
Giulia Marvaso
Delia Ciardo
Roberto Pacelli
Barbara A. Jereczek-Fossa
Daniela Alterio
Laura Cella
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[1] IRCCS SDN,Department of Radiotherapy
[2] Institute of Biostructures and Bioimaging,Department of Advanced Biomedical Sciences
[3] National Research Council (CNR),Department of Oncology and Hemato
[4] European Institute of Oncology,oncology
[5] Federico II University School of Medicine,undefined
[6] University of Milan,undefined
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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.
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