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Predicting radiation pneumonitis after chemoradiation therapy for lung cancer: an international individual patient data meta-analysis.

TLDR
Several treatment-related risk factors predict the development of symptomatic pneumonitis, and elderly patients who undergo CCRT with carboplatin-paclitaxel chemotherapy are at highest risk.
Abstract
Background Radiation pneumonitis is a dose-limiting toxicity for patients undergoing concurrent chemoradiation therapy (CCRT) for non-small cell lung cancer (NSCLC). We performed an individual patient data meta-analysis to determine factors predictive of clinically significant pneumonitis. Methods and Materials After a systematic review of the literature, data were obtained on 836 patients who underwent CCRT in Europe, North America, and Asia. Patients were randomly divided into training and validation sets (two-thirds vs one-third of patients). Factors predictive of symptomatic pneumonitis (grade ≥2 by 1 of several scoring systems) or fatal pneumonitis were evaluated using logistic regression. Recursive partitioning analysis (RPA) was used to define risk groups. Results The median radiation therapy dose was 60 Gy, and the median follow-up time was 2.3 years. Most patients received concurrent cisplatin/etoposide (38%) or carboplatin/paclitaxel (26%). The overall rate of symptomatic pneumonitis was 29.8% (n=249), with fatal pneumonitis in 1.9% (n=16). In the training set, factors predictive of symptomatic pneumonitis were lung volume receiving ≥20 Gy (V 20 ) (odds ratio [OR] 1.03 per 1% increase, P =.008), and carboplatin/paclitaxel chemotherapy (OR 3.33, P P =.09); the model remained predictive in the validation set with good discrimination in both datasets (c-statistic >0.65). On RPA, the highest risk of pneumonitis (>50%) was in patients >65 years of age receiving carboplatin/paclitaxel. Predictors of fatal pneumonitis were daily dose >2 Gy, V 20 , and lower-lobe tumor location. Conclusions Several treatment-related risk factors predict the development of symptomatic pneumonitis, and elderly patients who undergo CCRT with carboplatin-paclitaxel chemotherapy are at highest risk. Fatal pneumonitis, although uncommon, is related to dosimetric factors and tumor location.

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Synergistic combination of a topologically invariant imaging signature and a biomarker for the accurate prediction of symptomatic radiation pneumonitis before stereotactic ablative radiotherapy for lung cancer: A retrospective analysis

TL;DR: A synergistic combination of a topologically invariant Betti number (BN)-based signature and a biomarker for the accurate prediction of symptomatic radiation-induced pneumonitis (RP+) before stereotactic ablative radiotherapy (SABR) for lung cancer is explored.
Journal ArticleDOI

Validation and optimization of a predictive model for radiation pneumonitis in patients with lung cancer

TL;DR: The addition of smoking status as a risk factor may strengthen the accuracy of the model for predicting RP in patients with NSCLC and similar discriminatory power of the STRIPE score was observed.
Journal ArticleDOI

Cisplatin and Etoposide Versus Carboplatin and Paclitaxel With Concurrent Radiation for Stage III Non–Small-Cell Lung Cancer: Is There an Impact on Radiation Pneumonitis Rates?

TL;DR: A robust comparison of overall survival with EP versus CP using a Cox proportional hazards model, propensity score techniques, and instrumental variable analysis found that EP was associated with higher rates of complications, including hospitalization, infection, acute renal disease/dehydration, and mucositis/esophagitis.
Journal ArticleDOI

Analysis of early respiratory-related mortality after radiation therapy of non-small-cell lung cancer: feasibility of automatic data extraction for dose-response studies.

TL;DR: The impact of mean lung dose (MLD) and age on the risk of early respiratory-related death and early overall death for patients treated with RT for non-small-cell lung cancer (NSCLC) was investigated to investigate the feasibility of automatic data extraction from clinical radiation therapy (RT) databases.
Journal ArticleDOI

Sphingolipids as a Novel Therapeutic Target in Radiation-Induced Lung Injury.

TL;DR: In this paper, sphingolipids are used to enhance EC barrier function in vitro and have demonstrated significant protective effects in vivo in a variety of acute lung injury models including RILI.
References
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Journal ArticleDOI

Prediction of radiation pneumonitis by dose - volume histogram parameters in lung cancer--a systematic review.

TL;DR: An association between DVH parameters and RP risk has been demonstrated in the literature, but the ideal DVH metric with excellent operating characteristics, either alone or in a model with other predictive variables, for RP risk prediction has not yet been identified.
Journal ArticleDOI

Predictive value of dose-volume histogram parameters for predicting radiation pneumonitis after concurrent chemoradiation for lung cancer

TL;DR: The incidence and grade of RP are significantly related to the V20 value, and V20 appears to be a factor that can be used to predict RP after concurrent chemoradiation for lung cancer.
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