Comprehensive toxicity risk profiling in radiation therapy for head and neck cancer: A new concept for individually optimised treatment

Lisa Van den Bosch*, Arjen van der Schaaf, Hans Paul van der Laan, Frank J P Hoebers, Oda B Wijers, Johanna G M van den Hoek, Karel G M Moons, Johannes B Reitsma, Roel J H M Steenbakkers, Ewoud Schuit, Johannes A Langendijk

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

3 Citations (Scopus)
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Abstract

Background and purpose: A comprehensive individual toxicity risk profile is needed to improve radiation treatment optimisation, minimising toxicity burden, in head and neck cancer (HNC) patients. We aimed to develop and externally validate NTCP models for various toxicities at multiple time points.

Materials and methods: Using logistic regression, we determined the relationship between normal tissue irradiation and the risk of 22 toxicities at ten time points during and after treatment in 750 HNC patients. The toxicities involved swallowing, salivary, mucosal, speech, pain and general complaints. Studied pre-dictors included patient, tumour and treatment characteristics and dose parameters of 28 organs. The resulting NTCP models were externally validated in 395 HNC patients.

Results: The NTCP models involved 14 organs that were associated with at least one toxicity. The oral cavity was the predominant organ, associated with 12 toxicities. Other important organs included the parotid and submandibular glands, buccal mucosa and swallowing muscles. In addition, baseline toxicity, treatment modality, and tumour site were common predictors of toxicity. The median discrimination performance (AUC) of the models was 0.71 (interquartile range: 0.68-0.75) at internal validation and 0.67 (interquartile range: 0.62-0.71) at external validation.

Conclusion: We established a comprehensive individual toxicity risk profile that provides essential insight into how radiation exposure of various organs translates into multiple acute and late toxicities. This comprehensive understanding of radiation-induced toxicities enables a new radiation treatment optimisation concept that balances multiple toxicity risks simultaneously and minimises the overall tox-icity burden for an individual HNC patient who needs to undergo radiation treatment. (C) 2021 The Author(s). Published by Elsevier B.V.

Original languageEnglish
Pages (from-to)147-154
Number of pages8
JournalRadiotherapy and Oncology
Volume157
Early online date2-Feb-2021
DOIs
Publication statusPublished - Apr-2021

Keywords

  • Head and neck cancer
  • Radiation-induced toxicity
  • NTCP modeling
  • INTENSITY-MODULATED RADIOTHERAPY
  • COMPLICATION PROBABILITY-MODELS
  • MULTIVARIABLE PREDICTION MODEL
  • NORMAL TISSUE
  • REDUCING XEROSTOMIA
  • DIAGNOSIS TRIPOD
  • NTCP MODELS
  • VALIDATION
  • IMRT
  • APPLICABILITY

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