Literature DB >> 32257950

NTCP Models for Severe Radiation Induced Dermatitis After IMRT or Proton Therapy for Thoracic Cancer Patients.

Giuseppe Palma1,2, Serena Monti1, Manuel Conson3, Ting Xu4, Stephen Hahn4, Marco Durante5, Radhe Mohan6, Zhongxing Liao4, Laura Cella1,2.   

Abstract

Radiation therapy (RT) of thoracic cancers may cause severe radiation dermatitis (RD), which impacts on the quality of a patient's life. Aim of this study was to analyze the incidence of acute RD and develop normal tissue complication probability (NTCP) models for severe RD in thoracic cancer patients treated with Intensity-Modulated RT (IMRT) or Passive Scattering Proton Therapy (PSPT). We analyzed 166 Non-Small-Cell Lung Cancer (NSCLC) patients prospectively treated at a single institution with IMRT (103 patients) or PSPT (63 patients). All patients were treated to a prescribed dose of 60 to 74 Gy in conventional daily fractionation with concurrent chemotherapy. RD was scored according to CTCAE v3 scoring system. For each patient, the epidermis structure (skin) was automatically defined by an in house developed segmentation algorithm. The absolute dose-surface histogram (DSH) of the skin were extracted and normalized using the Body Surface Area (BSA) index as scaling factor. Patient and treatment-related characteristics were analyzed. The Lyman-Kutcher-Burman (LKB) NTCP model recast for DSH and the multivariable logistic model were adopted. Models were internally validated by Leave-One-Out method. Model performance was evaluated by the area under the receiver operator characteristic curve, and calibration plot parameters. Fifteen of 166 (9%) patients developed severe dermatitis (grade 3). RT technique did not impact RD incidence. Total gross tumor volume (GTV) size was the only non dosimetric variable significantly correlated with severe RD (p = 0.027). Multivariable logistic modeling resulted in a single variable model including S 20Gy, the relative skin surface receiving more than 20 Gy (OR = 31.4). The cut off for S 20Gy was 1.1% of the BSA. LKB model parameters were TD50 = 9.5 Gy, m = 0.24, n = 0.62. Both NTCP models showed comparably high prediction and calibration performances. Despite skin toxicity has long been considered a potential limiting factor in the clinical use of PSPT, no significant differences in RD incidence was found between RT modalities. Once externally validated, the availability of NTCP models for prediction of severe RD may advance treatment planning optimization.
Copyright © 2020 Palma, Monti, Conson, Xu, Hahn, Durante, Mohan, Liao and Cella.

Entities:  

Keywords:  NSCLC; NTCP; dose-surface histogram; intensity modulated radiation therapy; proton therapy; radiation dermatitis

Year:  2020        PMID: 32257950      PMCID: PMC7090153          DOI: 10.3389/fonc.2020.00344

Source DB:  PubMed          Journal:  Front Oncol        ISSN: 2234-943X            Impact factor:   6.244


  6 in total

1.  Remediation of Mild, Acute Radiation Dermatitis Using a Stem Cell-Based Topical: A Real-World Case Report.

Authors:  Michael Traub; Pamela Vendetti; Steven McGee; Greg Maguire
Journal:  Integr Med (Encinitas)       Date:  2021-12

2.  A Review of Proton Therapy - Current Status and Future Directions.

Authors:  Radhe Mohan
Journal:  Precis Radiat Oncol       Date:  2022-04-27

3.  Normal tissue complication probability models for prospectively scored late rectal and urinary morbidity after proton therapy of prostate cancer.

Authors:  Jesper Pedersen; Xiaoying Liang; Curtis Bryant; Nancy Mendenhall; Zuofeng Li; Ludvig P Muren
Journal:  Phys Imaging Radiat Oncol       Date:  2021-11-08

4.  Radiation-Induced Esophagitis in Non-Small-Cell Lung Cancer Patients: Voxel-Based Analysis and NTCP Modeling.

Authors:  Serena Monti; Ting Xu; Radhe Mohan; Zhongxing Liao; Giuseppe Palma; Laura Cella
Journal:  Cancers (Basel)       Date:  2022-04-05       Impact factor: 6.639

5.  Radiation Pneumonitis in Thoracic Cancer Patients: Multi-Center Voxel-Based Analysis.

Authors:  Giuseppe Palma; Serena Monti; Roberto Pacelli; Zhongxing Liao; Joseph O Deasy; Radhe Mohan; Laura Cella
Journal:  Cancers (Basel)       Date:  2021-07-15       Impact factor: 6.639

6.  Radiation-Induced Dyspnea in Lung Cancer Patients Treated with Stereotactic Body Radiation Therapy.

Authors:  Laura Cella; Serena Monti; Maria Thor; Andreas Rimner; Joseph O Deasy; Giuseppe Palma
Journal:  Cancers (Basel)       Date:  2021-07-25       Impact factor: 6.639

  6 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.