Literature DB >> 34022830

A novel nomogram containing acute radiation esophagitis predicting radiation pneumonitis in thoracic cancer receiving radiotherapy.

Wenjie Tang1,2, Xiaolin Li2, Haining Yu3, Xiaoyang Yin1,2, Bing Zou2, Tingting Zhang4, Jinlong Chen4, Xindong Sun2, Naifu Liu4, Jinming Yu2, Peng Xie5.   

Abstract

BACKGROUND: Radiation-induced pneumonitis (RP) is a non-negligible and sometimes life-threatening complication among patients with thoracic radiation. We initially aimed to ascertain the predictive value of acute radiation-induced esophagitis (SARE, grade ≥ 2) to symptomatic RP (SRP, grade ≥ 2) among thoracic cancer patients receiving radiotherapy. Based on that, we established a novel nomogram model to provide individualized risk assessment for SRP.
METHODS: Thoracic cancer patients who were treated with thoracic radiation from Jan 2018 to Jan 2019 in Shandong Cancer Hospital and Institute were enrolled prospectively. All patients were followed up during and after radiotherapy (RT) to observe the development of esophagitis as well as pneumonitis. Variables were analyzed by univariate and multivariate analysis using the logistic regression model, and a nomogram model was established to predict SRP by "R" version 3.6.0.
RESULTS: A total of 123 patients were enrolled (64 esophageal cancer, 57 lung cancer and 2 mediastinal cancer) in this study prospectively. RP grades of 0, 1, 2, 3, 4 and 5 occurred in 29, 57, 31, 0, 3 and 3 patients, respectively. SRP appeared in 37 patients (30.1%). In univariate analysis, SARE was shown to be a significant predictive factor for SRP (P < 0.001), with the sensitivity 91.9% and the negative predictive value 93.5%. The incidence of SRP in different grades of ARE were as follows: Grade 0-1: 6.5%; Grade 2: 36.9%; Grade 3: 80.0%; Grade 4: 100%. Besides that, the dosimetric factors considering total lung mean dose, total lung V5, V20, ipsilateral lung mean dose, ipsilateral lung V5, and mean esophagus dose were correlated with SRP (all P < 0.05) by univariate analysis. The incidence of SRP was significantly higher in patients whose symptoms of RP appeared early. SARE, mean esophagus dose and ipsilateral mean lung dose were still significant in multivariate analysis, and they were included to build a predictive nomogram model for SRP.
CONCLUSIONS: As an early index that can reflect the tissue's radiosensitivity visually, SARE can be used as a predictor for SRP in patients receiving thoracic radiation. And the nomogram containing SARE may be fully applied in future's clinical work.

Entities:  

Keywords:  Acute radiation-induced esophagitis; Nomogram; Radiotherapy; Symptomatic radiation-induced pneumonitis; Thoracic cancer

Year:  2021        PMID: 34022830     DOI: 10.1186/s12885-021-08264-y

Source DB:  PubMed          Journal:  BMC Cancer        ISSN: 1471-2407            Impact factor:   4.430


  26 in total

1.  Target cells in radiation pneumopathy.

Authors:  Klaus Rüdiger Trott; Thomas Herrmann; Michael Kasper
Journal:  Int J Radiat Oncol Biol Phys       Date:  2004-02-01       Impact factor: 7.038

2.  In regard to Tsujino et al.: predictive value of dose-volume histogram parameters for predicting radiation pneumonitis after concurrent chemoradiation for lung cancer. IJROBP 2003;55:110-115.

Authors:  Y Seppenwoolde; K De Jaeger; J V Lebesque
Journal:  Int J Radiat Oncol Biol Phys       Date:  2003-07-15       Impact factor: 7.038

3.  Incidence of radiation pneumonitis after thoracic irradiation: Dose-volume correlates.

Authors:  John M Schallenkamp; Robert C Miller; Debra H Brinkmann; Tyler Foote; Yolanda I Garces
Journal:  Int J Radiat Oncol Biol Phys       Date:  2007-02-01       Impact factor: 7.038

4.  Predicting radiation pneumonitis in locally advanced stage II-III non-small cell lung cancer using machine learning.

Authors:  José Marcio Luna; Hann-Hsiang Chao; Eric S Diffenderfer; Gilmer Valdes; Chidambaram Chinniah; Grace Ma; Keith A Cengel; Timothy D Solberg; Abigail T Berman; Charles B Simone
Journal:  Radiother Oncol       Date:  2019-01-23       Impact factor: 6.280

Review 5.  Radiation Pneumonitis.

Authors:  Trevor J Bledsoe; Sameer K Nath; Roy H Decker
Journal:  Clin Chest Med       Date:  2017-03-01       Impact factor: 2.878

6.  Final toxicity results of a radiation-dose escalation study in patients with non-small-cell lung cancer (NSCLC): predictors for radiation pneumonitis and fibrosis.

Authors:  Feng-Ming Kong; James A Hayman; Kent A Griffith; Gregory P Kalemkerian; Douglas Arenberg; Susan Lyons; Andrew Turrisi; Allen Lichter; Benedick Fraass; Avraham Eisbruch; Theodore S Lawrence; Randall K Ten Haken
Journal:  Int J Radiat Oncol Biol Phys       Date:  2006-05-02       Impact factor: 7.038

7.  Machine Learning to Build and Validate a Model for Radiation Pneumonitis Prediction in Patients with Non-Small Cell Lung Cancer.

Authors:  Hao Yu; Huanmei Wu; Weili Wang; Shruti Jolly; Jian-Yue Jin; Chen Hu; Feng-Ming Spring Kong
Journal:  Clin Cancer Res       Date:  2019-04-16       Impact factor: 12.531

8.  Correlation of dosimetric and clinical factors with the development of esophagitis and radiation pneumonitis in patients with limited-stage small-cell lung carcinoma.

Authors:  Meredith E Giuliani; Patricia E Lindsay; Jennifer Y Y Kwan; Alexander Sun; Andrea Bezjak; Lisa W Le; Anthony Brade; John Cho; Natasha B Leighl; Frances A Shepherd; Andrew J Hope
Journal:  Clin Lung Cancer       Date:  2014-12-02       Impact factor: 4.785

9.  Effect of normal lung definition on lung dosimetry and lung toxicity prediction in radiation therapy treatment planning.

Authors:  Weili Wang; Yaping Xu; Matthew Schipper; Martha M Matuszak; Timothy Ritter; Yue Cao; Randall K Ten Haken; Feng-Ming Spring Kong
Journal:  Int J Radiat Oncol Biol Phys       Date:  2013-08-01       Impact factor: 7.038

10.  Dosiomics: Extracting 3D Spatial Features From Dose Distribution to Predict Incidence of Radiation Pneumonitis.

Authors:  Bin Liang; Hui Yan; Yuan Tian; Xinyuan Chen; Lingling Yan; Tao Zhang; Zongmei Zhou; Lvhua Wang; Jianrong Dai
Journal:  Front Oncol       Date:  2019-04-12       Impact factor: 6.244

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  1 in total

1.  Safety and Feasibility of Esophagectomy Following Neoadjuvant Immunotherapy Combined with Chemotherapy for Esophageal Squamous Cell Carcinoma.

Authors:  Yi-Min Gu; Qi-Xin Shang; Han-Lu Zhang; Yu-Shang Yang; Wen-Ping Wang; Yong Yuan; Yang Hu; Guo-Wei Che; Long-Qi Chen
Journal:  Front Surg       Date:  2022-05-26
  1 in total

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