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Title: WE-AB-202-02: Incorporating Regional Ventilation Function in Predicting Radiation Fibrosis After Concurrent Chemoradiotherapy for Lung Cancer

Abstract

Purpose: To investigate the incorporation of pre-therapy regional ventilation function in predicting radiation fibrosis (RF) in stage III non-small-cell lung cancer (NSCLC) patients treated with concurrent thoracic chemoradiotherapy. Methods: 37 stage III NSCLC patients were retrospectively studied. Patients received one cycle of cisplatin-gemcitabine, followed by two to three cycles of cisplatin-etoposide concurrently with involved-field thoracic radiotherapy between 46 and 66 Gy (2 Gy per fraction). Pre-therapy regional ventilation images of the lung were derived from 4DCT via a density-change-based image registration algorithm with mass correction. RF was evaluated at 6-months post-treatment using radiographic scoring based on airway dilation and volume loss. Three types of ipsilateral lung metrics were studied: (1) conventional dose-volume metrics (V20, V30, V40, and mean-lung-dose (MLD)), (2) dose-function metrics (fV20, fV30, fV40, and functional mean-lung-dose (fMLD) generated by combining regional ventilation and dose), and (3) dose-subvolume metrics (sV20, sV30, sV40, and subvolume mean-lung-dose (sMLD) defined as the dose-volume metrics computed on the sub-volume of the lung with at least 60% of the quantified maximum ventilation status). Receiver operating characteristic (ROC) curve analysis and logistic regression analysis were used to evaluate the predictability of these metrics for RF. Results: In predicting airway dilation, the area under the ROCmore » curve (AUC) values for (V20, MLD), (fV20, fMLD), and (sV20, and sMLD) were (0.76, 0.70), (0.80, 0.74) and (0.82, 0.80), respectively. The logistic regression p-values were (0.09, 0.18), (0.02, 0.05) and (0.004, 0.006), respectively. With regard to volume loss, the corresponding AUC values for these metrics were (0.66, 0.57), (0.67, 0.61) and (0.71, 0.69), and p-values were (0.95, 0.90), (0.43, 0.64) and (0.08, 0.12), respectively. Conclusion: The inclusion of regional ventilation function improved predictability of radiation fibrosis. Dose-subvolume metrics provided a promising method for incorporating functional information into the conventional dose-volume parameters for outcome assessment.« less

Authors:
; ; ; ; ;  [1]; ;  [2]
  1. University of Maryland, Baltimore, MD (United States)
  2. VU University Medical Center, Amsterdam (Netherlands)
Publication Date:
OSTI Identifier:
22654104
Resource Type:
Journal Article
Resource Relation:
Journal Name: Medical Physics; Journal Volume: 43; Journal Issue: 6; Other Information: (c) 2016 American Association of Physicists in Medicine; Country of input: International Atomic Energy Agency (IAEA)
Country of Publication:
United States
Language:
English
Subject:
60 APPLIED LIFE SCIENCES; 61 RADIATION PROTECTION AND DOSIMETRY; COMBINED THERAPY; FIBROSIS; IMAGES; LUNGS; METRICS; NEOPLASMS; PATIENTS; REGRESSION ANALYSIS

Citation Formats

Lan, F, Jeudy, J, Tseng, H, Zhou, J, D’Souza, W, Zhang, H, Senan, S, and Sornsen de Koste, J van. WE-AB-202-02: Incorporating Regional Ventilation Function in Predicting Radiation Fibrosis After Concurrent Chemoradiotherapy for Lung Cancer. United States: N. p., 2016. Web. doi:10.1118/1.4957743.
Lan, F, Jeudy, J, Tseng, H, Zhou, J, D’Souza, W, Zhang, H, Senan, S, & Sornsen de Koste, J van. WE-AB-202-02: Incorporating Regional Ventilation Function in Predicting Radiation Fibrosis After Concurrent Chemoradiotherapy for Lung Cancer. United States. doi:10.1118/1.4957743.
Lan, F, Jeudy, J, Tseng, H, Zhou, J, D’Souza, W, Zhang, H, Senan, S, and Sornsen de Koste, J van. 2016. "WE-AB-202-02: Incorporating Regional Ventilation Function in Predicting Radiation Fibrosis After Concurrent Chemoradiotherapy for Lung Cancer". United States. doi:10.1118/1.4957743.
@article{osti_22654104,
title = {WE-AB-202-02: Incorporating Regional Ventilation Function in Predicting Radiation Fibrosis After Concurrent Chemoradiotherapy for Lung Cancer},
author = {Lan, F and Jeudy, J and Tseng, H and Zhou, J and D’Souza, W and Zhang, H and Senan, S and Sornsen de Koste, J van},
abstractNote = {Purpose: To investigate the incorporation of pre-therapy regional ventilation function in predicting radiation fibrosis (RF) in stage III non-small-cell lung cancer (NSCLC) patients treated with concurrent thoracic chemoradiotherapy. Methods: 37 stage III NSCLC patients were retrospectively studied. Patients received one cycle of cisplatin-gemcitabine, followed by two to three cycles of cisplatin-etoposide concurrently with involved-field thoracic radiotherapy between 46 and 66 Gy (2 Gy per fraction). Pre-therapy regional ventilation images of the lung were derived from 4DCT via a density-change-based image registration algorithm with mass correction. RF was evaluated at 6-months post-treatment using radiographic scoring based on airway dilation and volume loss. Three types of ipsilateral lung metrics were studied: (1) conventional dose-volume metrics (V20, V30, V40, and mean-lung-dose (MLD)), (2) dose-function metrics (fV20, fV30, fV40, and functional mean-lung-dose (fMLD) generated by combining regional ventilation and dose), and (3) dose-subvolume metrics (sV20, sV30, sV40, and subvolume mean-lung-dose (sMLD) defined as the dose-volume metrics computed on the sub-volume of the lung with at least 60% of the quantified maximum ventilation status). Receiver operating characteristic (ROC) curve analysis and logistic regression analysis were used to evaluate the predictability of these metrics for RF. Results: In predicting airway dilation, the area under the ROC curve (AUC) values for (V20, MLD), (fV20, fMLD), and (sV20, and sMLD) were (0.76, 0.70), (0.80, 0.74) and (0.82, 0.80), respectively. The logistic regression p-values were (0.09, 0.18), (0.02, 0.05) and (0.004, 0.006), respectively. With regard to volume loss, the corresponding AUC values for these metrics were (0.66, 0.57), (0.67, 0.61) and (0.71, 0.69), and p-values were (0.95, 0.90), (0.43, 0.64) and (0.08, 0.12), respectively. Conclusion: The inclusion of regional ventilation function improved predictability of radiation fibrosis. Dose-subvolume metrics provided a promising method for incorporating functional information into the conventional dose-volume parameters for outcome assessment.},
doi = {10.1118/1.4957743},
journal = {Medical Physics},
number = 6,
volume = 43,
place = {United States},
year = 2016,
month = 6
}
  • Purpose: Little is known about the effects of cardiopulmonary function on the prognosis of concurrent chemoradiotherapy in patients with inoperable non-small-cell lung cancer (NSCLC). Methods and Materials: A retrospective analysis of the effects of tumor- and patient-related factors and parameters of cardiopulmonary function and heart morphology on the feasibility, toxicity, and prognosis was performed. Results: Cardiopulmonary function had no effect on the toxicity or feasibility of treatment; effects on survival were observed in the univariate analysis. Median survival varied as follows: cardiac function: 13.0 {+-} 1.6 months for left ventricular ejection fraction (LVEF) > 50% vs. 10.0 {+-} 1.9 monthsmore » for LVEF {<=} 50% (p = 0.003); pulmonary function: 16.0 {+-} 0.6 months for no lung function deficits (vital capacity [VC]{>=} 60%, forced expiratory volume in 1 s {>=} 80%, and diffusing capacity of the lung for carbon monoxide (DLCO) {>=}60%) vs. 14.0 {+-} 1.5 months for one or two function deficits vs. 8.0 {+-} 1.5 months for three lung function deficits (p = 0.001); T stage: 19.0 {+-} 3.1 months for rcT0/cT1/cT2 vs. 12.0 {+-} 0.8 months for cT3/cT4 (p = 0.039); and age: 11.0 {+-} 1.5 months for <60 years vs. 18.0 {+-} 2.5 months for 60-69 years vs. 12.0 {+-} 1.2 months for {>=}70 years (p = 0.008). Prognostic factors identified in the multivariate analysis were LVEF {<=}50% (p = 0.043; hazard ratio [HR], 1.74), reduced pulmonary function (p = 0.001; HR, 1.71 or 5.05) and T stage (p = 0.026; HR: 1.71). Conclusions: In addition to T-stage, cardiac and pulmonary function variables affected the survival of non-small-cell lung cancer patients after chemoradiotherapy.« less
  • Purpose: Single dose-volume metrics are of limited value for the prediction of radiation pneumonitis (RP) in day-to-day clinical practice. We investigated whether multiparametric models that incorporate clinical and physiologic factors might have improved accuracy. Methods and Materials: The records of 160 patients who received radiation therapy for non-small-cell lung cancer were reviewed. All patients were treated to the same dose and with an identical technique. Dosimetric, pulmonary function, and clinical parameters were analyzed to determine their ability to predict for the subsequent development of RP. Results: Twenty-seven patients (17%) developed RP. On univariate analysis, the following factors were significantly correlatedmore » with the risk of pneumonitis: fractional volume of lung receiving >5-20 Gy, absolute volume of lung spared from receiving >5-15 Gy, mean lung dose, craniocaudal position of the isocenter, transfer coefficient for carbon monoxide (KCOc), total lung capacity, coadministration of angiotensin converting enzyme inhibitors, and coadministration of angiotensin receptor antagonists. By combining the absolute volume of lung spared from receiving >5 Gy with the KCOc, we defined a new parameter termed Transfer Factor Spared from receiving >5 Gy (TFS{sub 5}). The area under the receiver operator characteristic curve for TFS{sub 5} was 0.778, increasing to 0.846 if patients receiving modulators of the renin-angiotensin system were excluded from the analysis. Patients with a TFS{sub 5} <2.17 mmol/min/kPa had a risk of RP of 30% compared with 5% for the group with a TFS{sub 5} {>=}2.17. Conclusions: TFS{sub 5} represents a simple parameter that can be used in routine clinical practice to more accurately segregate patients into high- and low-risk groups for developing RP.« less
  • Purpose: This study aimed to (1) examine changes in dyspnea, global pulmonary function test (PFT) results, and functional activity on ventilation (V)/perfusion (Q) single-photon emission computerized tomography (SPECT) scans during the course of radiation (RT), and (2) factors associated with the changes in patients with non-small-cell lung cancer (NSCLC). Methods and Materials: Fifty-six stage I to III NSCLC patients treated with definitive RT with or without chemotherapy were enrolled prospectively. Dyspnea was graded according to Common Terminology Criteria for Adverse Events version 3.0 prior to and weekly during RT. V/Q SPECT-computed tomography (CT) and PFTs were performed prior to andmore » during RT at approximately 45 Gy. Functions of V and Q activities were assessed using a semiquantitative scoring of SPECT images. Results: Breathing improved significantly at the third week (mean dyspnea grade, 0.8 vs. 0.6; paired t-test p = 0.011) and worsened during the later course of RT (p > 0.05). Global PFT results did not change significantly, while regional lung function on V/Q SPECT improved significantly after {approx}45 Gy. The V defect score (DS) was 4.9 pre-RT versus 4.3 during RT (p = 0.01); Q DS was 4.3 pre-RT versus 4.0 during RT (p < 0.01). Improvements in V and Q functions were seen primarily in the ipsilateral lung (V DS, 1.9 pre-RT versus 1.4 during RT, p < 0.01; Q DS, 1.7 pre-RT versus 1.5 during RT, p < 0.01). Baseline primary tumor volume was significantly correlated with pre-RT V/Q DS (p < 0.01). Patients with central lung tumors had greater interval changes in V and Q than those with more peripheral tumors (p <0.05 for both V and Q DS). Conclusions: Regional ventilation and perfusion improved during RT at 45 Gy. This suggests that adaptive planning based on V/Q SPECT during RT may allow sparing of functionally recoverable lung tissue.« less
  • Ventilation/perfusion scans were obtained in 45 patients with unresectable carcinoma of the bronchus. Of these 45 patients, 35 were reinvestigated shortly after radiotherapy and 17 of them had additional later follow-up studies. Both ventilation and perfusion were always abnormal in the lung affected by the tumor; perfusion was usually more impaired than ventilation. These abnormalities were difficult to detect or to evaluate from the standard chest radiograph. After radiotherapy, ventilation improved in 83% and perfusion in 86% of the patients. This improvement was associated with amelioration of breathlessness, which improved in 74% of the patients. Slow but progressive deterioration ofmore » regional ventilation and perfusion were subsequently observed. This was often associated with the development of radiation fibrosis. Spirometric measurements (VC, FEV/sub 1/) were moderately impaired at the initial assessment (83% and 66% of predicted, respectively), probably due to coexisting chronic airway obstruction, and did not show significant changes after radiotherapy or during the follow-up. Radionuclide studies of regional perfusion and ventilation proved more sensitive and more specific than tests of overall lung function for the functional assessment and follow-up of patients with unresectable carcinoma of the bronchus.« less
  • Purpose: To report the results from a prospective study of a series of locoregionally advanced head-and-neck cancer patients treated with platinum-based chemotherapy and intensity-modulated radiotherapy and to discuss the findings of their pre-/mid-treatment [{sup 18}F]-misonidazole ({sup 18}F-FMISO) positron emission tomography (PET) scans. Methods and Materials: A total of 28 patients agreed to participate in this study. Of these 28 patients, 20 (90% with an oropharyngeal primary cancer) were able to undergo the requirements of the protocol. Each patient underwent four PET scans: one pretreatment fluorodeoxyglucose PET/computed tomography scan, two pretreatment {sup 18}F-FMISO PET/computed tomography scans, and a third {sup 18}F-FMISOmore » PET (mid-treatment) scan performed 4 weeks after the start of chemoradiotherapy. The {sup 18}F-FMISO PET scans were acquired 2-3 h after tracer administration. Patients were treated with 2-3 cycles of platinum-based chemotherapy concurrent with definitive intensity-modulated radiotherapy. Results: A heterogeneous distribution of {sup 18}F-FMISO was noted in the primary and/or nodal disease in 90% of the patients. Two patients had persistent detectable hypoxia on their third mid-treatment {sup 18}F-FMISO PET scan. One patient experienced regional/distant failure but had no detectable residual hypoxia on the mid-treatment {sup 18}F-FMISO PET scan. Conclusion: Excellent locoregional control was observed in this series of head-and-neck cancer patients treated with concurrent platinum-based chemotherapy and intensity-modulated radiotherapy despite evidence of detectable hypoxia on the pretreatment {sup 18}F-FMISO PET/computed tomography scans of 18 of 20 patients. In this prospective study, neither the presence nor the absence of hypoxia, as defined by positive {sup 18}F-FMISO findings on the mid-treatment PET scan, correlated with patient outcome. The results of this study have confirmed similar results reported previously.« less