Skip to main content
Journal cover image

Dose-volume toxicity modeling for de-intensified chemo-radiation therapy for HPV-positive oropharynx cancer.

Publication ,  Journal Article
Mavroidis, P; Price, A; Fried, D; Kostich, M; Amdur, R; Mendenhall, W; Liu, C; Das, S; Marks, LB; Chera, B
Published in: Radiother Oncol
August 2017

BACKGROUND AND PURPOSE: The aim is to determine the radiobiological parameters of four popular normal tissue complication probability (NTCP) models that describe the dose-response relations of salivary glands and pharyngeal constrictors to the severity of patient reported xerostomia and dysphagia, respectively 6 and 12months post chemo-radiotherapy, furthermore, to evaluate the goodness-of-fit of the NTCP models for different combinations of glands and constrictors. MATERIAL AND METHODS: Forty-three patients were treated on a prospective multi-institutional phase II study (ClinicalTrials.gov, NCT01530997) assessing the efficacy of de-intensified chemoradiotherapy in patients with favorable risk, HPV-associated oropharyngeal squamous cell carcinoma. All patients received 60Gy intensity modulated radiotherapy with concurrent weekly intravenous cisplatinum. All patients reported severity of their xerostomia and dysphagia (pre- and post-treatment) using the patient reported outcome version of the CTCAE (PRO-CTCAE). A change in severity (from baseline) of ≥2 was considered clinically meaningful. The Lyman-Kutcher-Burman (LKB), Relative Seriality (RS), Logit, and Relative Seriality Logit (RSL) NTCP models were used to fit the patients' dose/volume data to changes in PRO-CTCAE severity of xerostomia and dysphagia (from baseline to 6 and 12months post-treatment). The correlation of the models with the patient outcomes was performed for different combinations of salivary glands and different sections of pharyngeal constrictors. The goodness-of-fit of the different models was assessed through the area under the receiver operating characteristic curve (AUC), maximum of the log-likelihood function, normal error distribution and Akaike information criterion (AIC). RESULTS: The dose/volume metrics of the combined contralateral (parotid+submandibular) glands appear to correlate best with xerostomia, at both 6- and 12-months. Among the different sections of pharyngeal constrictors, the dose/volume metrics of the superior pharyngeal constrictors appear to correlate best with dysphagia at 6months. The AUC values ranged from 0.72 to 0.85 in the case of xerostomia and 0.73 to 0.74 in the case of dysphagia over the different models. The four NTCP models showed similar goodness-of-fit. The differences in AIC between the different models were less than 2 and ranged within 0.7 and 0.8 in the cases of xerostomia and dysphagia, respectively. The calculated parameters of the LKB model were D50=26.9Gy, m=0.63, n=1.0 for the combined contralateral glands at 12months and D50=62.0Gy, m=0.10, n=0.49 for the superior pharyngeal constrictors at 6months. CONCLUSIONS: The values of the parameters of four NTCP models were determined for salivary glands and pharyngeal constrictors. All four models could fit the clinical data equally well. The NTCP predictions of the combined contralateral glands and superior pharyngeal constrictors showed the best correlation with the patient reported outcomes of xerostomia and dysphagia, respectively.

Duke Scholars

Altmetric Attention Stats
Dimensions Citation Stats

Published In

Radiother Oncol

DOI

EISSN

1879-0887

Publication Date

August 2017

Volume

124

Issue

2

Start / End Page

240 / 247

Location

Ireland

Related Subject Headings

  • Xerostomia
  • Radiotherapy, Intensity-Modulated
  • Radiation Injuries
  • Prospective Studies
  • Papillomavirus Infections
  • Oropharyngeal Neoplasms
  • Oncology & Carcinogenesis
  • Models, Biological
  • Middle Aged
  • Male
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Mavroidis, P., Price, A., Fried, D., Kostich, M., Amdur, R., Mendenhall, W., … Chera, B. (2017). Dose-volume toxicity modeling for de-intensified chemo-radiation therapy for HPV-positive oropharynx cancer. Radiother Oncol, 124(2), 240–247. https://doi.org/10.1016/j.radonc.2017.06.020
Mavroidis, Panayiotis, Alex Price, David Fried, Mark Kostich, Robert Amdur, William Mendenhall, Chihray Liu, Shiva Das, Lawrence B. Marks, and Bhishamjit Chera. “Dose-volume toxicity modeling for de-intensified chemo-radiation therapy for HPV-positive oropharynx cancer.Radiother Oncol 124, no. 2 (August 2017): 240–47. https://doi.org/10.1016/j.radonc.2017.06.020.
Mavroidis P, Price A, Fried D, Kostich M, Amdur R, Mendenhall W, et al. Dose-volume toxicity modeling for de-intensified chemo-radiation therapy for HPV-positive oropharynx cancer. Radiother Oncol. 2017 Aug;124(2):240–7.
Mavroidis, Panayiotis, et al. “Dose-volume toxicity modeling for de-intensified chemo-radiation therapy for HPV-positive oropharynx cancer.Radiother Oncol, vol. 124, no. 2, Aug. 2017, pp. 240–47. Pubmed, doi:10.1016/j.radonc.2017.06.020.
Mavroidis P, Price A, Fried D, Kostich M, Amdur R, Mendenhall W, Liu C, Das S, Marks LB, Chera B. Dose-volume toxicity modeling for de-intensified chemo-radiation therapy for HPV-positive oropharynx cancer. Radiother Oncol. 2017 Aug;124(2):240–247.
Journal cover image

Published In

Radiother Oncol

DOI

EISSN

1879-0887

Publication Date

August 2017

Volume

124

Issue

2

Start / End Page

240 / 247

Location

Ireland

Related Subject Headings

  • Xerostomia
  • Radiotherapy, Intensity-Modulated
  • Radiation Injuries
  • Prospective Studies
  • Papillomavirus Infections
  • Oropharyngeal Neoplasms
  • Oncology & Carcinogenesis
  • Models, Biological
  • Middle Aged
  • Male