Köthe, Andreas; Feuvret, Loïc; Weber, Damien Charles; Safai, Sairos; Lomax, Antony John; Fattori, Giovanni (2021). Assessment of Radiation-Induced Optic Neuropathy in a Multi-Institutional Cohort of Chordoma and Chondrosarcoma Patients Treated with Proton Therapy. Cancers, 13(21) MDPI AG 10.3390/cancers13215327
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Radiation-induced optic neuropathy (RION) is a rare side effect following radiation therapy involving the optic structures whose onset is, due to the low amount of available data, challenging to predict. We have analyzed a multi-institutional cohort including 289 skull-base cancer patients treated with proton therapy who all received >45 GyRBE to the optic apparatus. An overall incidence rate of 4.2% (12) was observed, with chordoma patients being at higher risk (5.8%) than chondrosarcoma patients (3.2%). Older age and arterial hypertension, tumor involvement, and repeated surgeries (>3) were found to be associated with RION. Based on bootstrapping and cross-validation, a NTCP model based on age and hypertension was determined to be the most robust, showing good classification ability (AUC-ROC 0.77) and calibration on our dataset. We suggest the application of this model with a threshold of 6% to segment patients into low and high-risk groups before treatment planning. However, further data and external validation are warranted before clinical application.
Item Type: |
Journal Article (Original Article) |
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Division/Institute: |
04 Faculty of Medicine > Department of Haematology, Oncology, Infectious Diseases, Laboratory Medicine and Hospital Pharmacy (DOLS) > Clinic of Radiation Oncology |
UniBE Contributor: |
Weber, Damien Charles |
Subjects: |
600 Technology > 610 Medicine & health |
ISSN: |
2072-6694 |
Publisher: |
MDPI AG |
Language: |
English |
Submitter: |
Beatrice Scheidegger |
Date Deposited: |
30 Nov 2021 09:14 |
Last Modified: |
05 Dec 2022 15:55 |
Publisher DOI: |
10.3390/cancers13215327 |
PubMed ID: |
34771490 |
Uncontrolled Keywords: |
NTCP RION chondrosarcoma chordoma normal tissue effects optic toxicity proton therapy risk factors skull base |
BORIS DOI: |
10.48350/161417 |
URI: |
https://boris.unibe.ch/id/eprint/161417 |