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Bensenane R, Helfre S, Cao K, Carton M, Champion L, Girard N, Glorion M, Vieira T, Waissi W, Crehange G, Beddok A. Optimizing lung cancer radiation therapy: A systematic review of multifactorial risk assessment for radiation-induced lung toxicity. Cancer Treat Rev 2024; 124:102684. [PMID: 38278078 DOI: 10.1016/j.ctrv.2024.102684] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Revised: 12/27/2023] [Accepted: 01/11/2024] [Indexed: 01/28/2024]
Abstract
BACKGROUND Radiation therapy (RT) is essential in treating advanced lung cancer, but may lead to radiation pneumonitis (RP). This systematic review investigates the use of pulmonary function tests (PFT) and other parameters to predict and mitigate RP, thereby improving RT planning. METHODS A systematic review sifted through PubMed and on BioMed Central, targeting articles from September 2005 to December 2022 containing the keywords: Lung Cancer, Radiotherapy, and pulmonary function test. RESULTS From 1153 articles, 80 were included. RP was assessed using CTCAEv.4 in 30 % of these. Six studies evaluated post-RT quality of life in lung cancer patients, reporting no decline. Patients with RP and chronic obstructive pulmonary disease (COPD) generally exhibited poorer overall survival. Notably, forced expiratory volume in one second (FEV1) and diffusing capacity of the lung for carbon monoxide (DLCO) declined 24 months post-RT, while forced vital capacity (FVC) stayed stable. In the majority of studies, age over 60, tumors located in the lower part of the lung, and low FEV1 before RT were associated with a higher risk of RP. Dosimetric factors (V5, V20, MLD) and metabolic imaging emerged as significant predictors of RP risk. A clinical checklist blending patient and tumor characteristics, PFT results, and dosimetric criteria was proposed for assessing RP risk before RT. CONCLUSION The review reveals the multifactorial nature of RP development following RT in lung cancer. This approach should guide individualized management and calls for a prospective study to validate these findings and enhance RP prevention strategies.
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Affiliation(s)
- Rayan Bensenane
- Institut Curie, PSL Research University, Radiation Oncology Department, Paris/Saint-Cloud/Orsay, France
| | - Sylvie Helfre
- Institut Curie, PSL Research University, Radiation Oncology Department, Paris/Saint-Cloud/Orsay, France
| | - Kim Cao
- Institut Curie, PSL Research University, Radiation Oncology Department, Paris/Saint-Cloud/Orsay, France
| | | | | | - Nicolas Girard
- Institut Curie, Department of Thoracic Oncology, Paris, France
| | | | - Thibaut Vieira
- Institut Mutualist Montsouris, Department of Pneumology, Paris, France
| | - Waisse Waissi
- Centre Léon Bérard, Department of Radiation Oncology, Lyon, France
| | - Gilles Crehange
- Institut Curie, PSL Research University, Radiation Oncology Department, Paris/Saint-Cloud/Orsay, France
| | - Arnaud Beddok
- Institut Curie, PSL Research University, Radiation Oncology Department, Paris/Saint-Cloud/Orsay, France; Institut Curie, PSL Research University, University Paris Saclay, Inserm LITO, 91898 Orsay, France.
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The evaluation of DLCO changes in patients with relatively higher lung shunt fractions receiving TARE. Ann Nucl Med 2023; 37:131-138. [PMID: 36436111 DOI: 10.1007/s12149-022-01810-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Accepted: 11/15/2022] [Indexed: 11/28/2022]
Abstract
OBJECTIVE Transarterial radioembolization (TARE) with Yttrium-90 (90Y) labeled microspheres is an effective locoregional treatment option for patients with primary and metastatic liver cancer. However, TARE is also associated with radiation-induced lung injury due to hepatopulmonary shunting. If a large proportion of the injected radionuclide microspheres (more than 15%) is shunted, a rare but lethal complication may develop: radiation-induced pneumonitis (RP). Diffusion capacity of the lungs for carbon monoxide (DLCO) is a valuable test to assess lung function and a decrease in DLCO may indicate an impairment in gas exchange caused by the lung injury. Some previous researches have been reported the most consistent changes in pulmonary function tests after external beam radiotherapy are recorded with DLCO. This study aimed to examine the changes in DLCO after TARE with glass microspheres in newly treated and retreated patients with relatively higher lung shunt fractions. METHODS We prospectively analyzed forty consecutive patients with liver malignancies who underwent lobar or superselective TARE with 90Y glass microspheres. DLCO tests were performed at baseline and on days 15, 30, and 60 after the treatment. All patients were followed up clinically and radiologically for the development of RP. RESULTS A statistically significant decrease was found in the DLCO after the first treatment (81.4 ± 13.66 vs. 75.25 ± 13.22, p = 0.003). The frequency of the patients with impaired DLCO at baseline was significantly increased after the first treatment (37.5 vs 57.5% p < 0.05). In the retreated group (n = 8), neither the DLCO (71.5 ± 10.82 vs. 67.50 ± 11.24, p = 0.115) nor the frequency of patients with impaired DLCO (25 vs 25%, p = 1) did not significantly change. Also, the change in DLCO values did not significantly correlate with lung shunt fraction, administered radiation dose, and absorbed lung dose after the first and second treatments (p > 0.05 for all). None of the patients developed RP. CONCLUSION Our study showed that a significant reduction in DLCO after TARE may occur in patients with relatively higher lung shunt fractions. Further studies with larger sample sizes are needed to better investigate the changes in DLCO in patients with high lung shunt fractions.
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Chen NB, Xiong M, Zhou R, Zhou Y, Qiu B, Luo YF, Zhou S, Chu C, Li QW, Wang B, Jiang HH, Guo JY, Peng KQ, Xie CM, Liu H. CT radiomics-based long-term survival prediction for locally advanced non-small cell lung cancer patients treated with concurrent chemoradiotherapy using features from tumor and tumor organismal environment. Radiat Oncol 2022; 17:184. [PMID: 36384755 PMCID: PMC9667605 DOI: 10.1186/s13014-022-02136-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Accepted: 09/28/2022] [Indexed: 11/17/2022] Open
Abstract
Background Definitive concurrent chemoradiotherapy (CCRT) is the standard treatment for locally advanced non-small cell lung cancer (LANSCLC) patients, but the treatment response and survival outcomes varied among these patients. We aimed to identify pretreatment computed tomography-based radiomics features extracted from tumor and tumor organismal environment (TOE) for long-term survival prediction in these patients treated with CCRT. Methods A total of 298 eligible patients were randomly assigned into the training cohort and validation cohort with a ratio 2:1. An integrated feature selection and model training approach using support vector machine combined with genetic algorithm was performed to predict 3-year overall survival (OS). Patients were stratified into the high-risk and low-risk group based on the predicted survival status. Pulmonary function test and blood gas analysis indicators were associated with radiomic features. Dynamic changes of peripheral blood lymphocytes counts before and after CCRT had been documented. Results Nine features including 5 tumor-related features and 4 pulmonary features were selected in the predictive model. The areas under the receiver operating characteristic curve for the training and validation cohort were 0.965 and 0.869, and were reduced by 0.179 and 0.223 when all pulmonary features were excluded. Based on radiomics-derived stratification, the low-risk group yielded better 3-year OS (68.4% vs. 3.3%, p < 0.001) than the high-risk group. Patients in the low-risk group had better baseline FEV1/FVC% (96.3% vs. 85.9%, p = 0.046), less Grade ≥ 3 lymphopenia during CCRT (63.2% vs. 83.3%, p = 0.031), better recovery of lymphopenia from CCRT (71.4% vs. 27.8%, p < 0.001), lower incidence of Grade ≥ 2 radiation-induced pneumonitis (31.6% vs. 53.3%, p = 0.040), superior tumor remission (84.2% vs. 66.7%, p = 0.003). Conclusion Pretreatment radiomics features from tumor and TOE could boost the long-term survival forecast accuracy in LANSCLC patients, and the predictive results could be utilized as an effective indicator for survival risk stratification. Low-risk patients might benefit more from radical CCRT and further adjuvant immunotherapy. Trial registration: retrospectively registered. Supplementary Information The online version contains supplementary material available at 10.1186/s13014-022-02136-w.
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Li Z, Le Roux PY, Callahan J, Hardcastle N, Hofman MS, Siva S, Yamamoto T. Quantitative assessment of ventilation-perfusion relationships with gallium-68 positron emission tomography/computed tomography imaging in lung cancer patients. Phys Imaging Radiat Oncol 2022; 22:8-12. [PMID: 35465222 PMCID: PMC9018442 DOI: 10.1016/j.phro.2022.03.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Revised: 03/30/2022] [Accepted: 03/31/2022] [Indexed: 11/30/2022] Open
Abstract
Voxel-wise correlations between gallium-68 (68Ga) positron emission tomography/computed tomography (PET/CT)-measured ventilation and perfusion varied widely among 19 patients with lung cancer (range: 0.26–0.88). 68Ga PET/CT-measured percent gas exchanging lung volume was moderately correlated with diffusing capacity of the lung for carbon monoxide (DLCO) as the reference standard, with the highest correlation coefficient of 0.59 (P < 0.01). 68Ga PET/CT ventilation/perfusion imaging may provide a reasonable surrogate for regional gas exchange.
Pulmonary functional imaging has demonstrated potential to improve thoracic radiotherapy. The purpose of this study was twofold: 1) to quantify ventilation/perfusion relationships in lung cancer patients using a new functional imaging approach, gallium-68 (68Ga)-positron emission tomography/computed tomography (PET/CT); and 2) to compare ventilation/perfusion matching with diffusing capacity of the lung for carbon monoxide (DLCO). Voxel-wise correlations between ventilation and perfusion varied widely among 19 patients (range: 0.26–0.88). 68Ga-PET/CT-measured percent gas exchanging lung volume was moderately correlated with DLCO (≤0.59). Our findings suggested that 68Ga-PET/CT ventilation/perfusion imaging provided complementary information and a reasonable surrogate for gas exchange in lung cancer patients.
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Affiliation(s)
- Zhuorui Li
- Department of Biomedical Engineering, University of California Davis, Davis, CA, USA
| | - Pierre-Yves Le Roux
- Department of Nuclear Medicine, Brest University Hospital, EA3878 (GETBO), Brest, France
| | - Jason Callahan
- Molecular Imaging and Therapeutic Nuclear Medicine, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Nicholas Hardcastle
- Department of Physical Sciences, Peter MacCallum Cancer Centre, Melbourne, Australia
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
| | - Michael S. Hofman
- Department of Physical Sciences, Peter MacCallum Cancer Centre, Melbourne, Australia
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
| | - Shankar Siva
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Department of Radiation Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Tokihiro Yamamoto
- Department of Radiation Oncology, University of California Davis School of Medicine, Sacramento, CA, USA
- Corresponding author at: Department of Radiation Oncology, University of California Davis School of Medicine, 4501 X St., Sacramento, CA 95817, USA.
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Zhang X, Yang D, Jiang Y, Huang L, Wang C, Tao D, Liu X, Lei Y, Wu Y, Zhou W. Comparison of Radiation Pneumonitis in Lung Cancer Patients Treated with HT versus IMRT and Circulating Lymphocyte Subsets as Predicting Risk Factors. J Inflamm Res 2021; 14:4205-4215. [PMID: 34483676 PMCID: PMC8409515 DOI: 10.2147/jir.s328955] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Accepted: 08/10/2021] [Indexed: 12/25/2022] Open
Abstract
Purpose We sought to compare the symptomatic radiation pneumonitis (RP) in lung cancer patients treated with helical tomotherapy (HT) versus intensity-modulated radiotherapy (IMRT), and examine the predictive value of circulating lymphocyte subsets affecting the occurrence of RP. Patients and Methods Circulating lymphocyte subsets, clinical characteristics, dosimetric parameters and pulmonary function were collected from 130 lung cancer patients treated with HT (n = 53) or IMRT (n = 77) from 2016 through 2020. Symptomatic RP was compared between groups. Binary logistic regression was used to identify predictors of RP. Results The IMRT group had larger planning target volume (319.9 vs 240.8 cc, P = 0.041); more ECOG performance status 0–1 (96.1% vs 79.2%, P = 0.002); more stage III–IV disease (94.8% vs 37.6%, P = 0.028); and more combined systemic therapy (85.7% vs 69.8%, P = 0.022). Grade ≥2 RP were comparable between IMRT and HT groups (16.9% vs 15.1%, P = 0.785). For stage III–IV disease, IMRT was associated with lower lung V10 (31.9% vs 35.8%, P = 0.047) and lower incidence of grade 5 RP (0% vs 9.1%, P = 0.018). All lymphocyte subsets reduced after radiotherapy. The decrease degree of total T cell count and CD4+ T cell count were larger after IMRT than HT (P = 0.043, P = 0.021). In univariate analysis, the smoking status, lower baseline FEV1, and higher total T cell count, higher CD8+ T cell count, lower total B cell count, lower CD4+/CD8+ ratio after radiotherapy were associated with the development of grade ≥2 RP. The higher CD8+T cell count after radiotherapy was the only risk factor associated with grade ≥2 RP in multivariable analysis (OR 1.003; 95% CI: 1.000–1.005; P = 0.044). Conclusion IMRT was associated with lower lung V10 and less grade 5 RP than HT for stage III–IV lung cancer. Higher CD8+ T cell count after radiotherapy was associated with an increased risk of RP. HT may better preserve total T cell and CD4+ T cell than IMRT.
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Affiliation(s)
- Xin Zhang
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, People's Republic of China
| | - Dingyi Yang
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, People's Republic of China
| | - Yong Jiang
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, People's Republic of China
| | - Luo Huang
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, People's Republic of China
| | - Can Wang
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, People's Republic of China
| | - Dan Tao
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, People's Republic of China
| | - Xianfeng Liu
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, People's Republic of China
| | - Yongyang Lei
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, People's Republic of China
| | - Yongzhong Wu
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, People's Republic of China
| | - Wei Zhou
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, People's Republic of China
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Rahi MS, Parekh J, Pednekar P, Parmar G, Abraham S, Nasir S, Subramaniyam R, Jeyashanmugaraja GP, Gunasekaran K. Radiation-Induced Lung Injury-Current Perspectives and Management. Clin Pract 2021; 11:410-429. [PMID: 34287252 PMCID: PMC8293129 DOI: 10.3390/clinpract11030056] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2021] [Revised: 06/11/2021] [Accepted: 06/17/2021] [Indexed: 12/25/2022] Open
Abstract
Radiotherapy plays an important role in the treatment of localized primary malignancies involving the chest wall or intrathoracic malignancies. Secondary effects of radiotherapy on the lung result in radiation-induced lung disease. The phases of lung injury from radiation range from acute pneumonitis to chronic pulmonary fibrosis. Radiation pneumonitis is a clinical diagnosis based on the history of radiation, imaging findings, and the presence of classic symptoms after exclusion of infection, pulmonary embolism, heart failure, drug-induced pneumonitis, and progression of the primary tumor. Computed tomography (CT) is the preferred imaging modality as it provides a better picture of parenchymal changes. Lung biopsy is rarely required for the diagnosis. Treatment is necessary only for symptomatic patients. Mild symptoms can be treated with inhaled steroids while subacute to moderate symptoms with impaired lung function require oral corticosteroids. Patients who do not tolerate or are refractory to steroids can be considered for treatment with immunosuppressive agents such as azathioprine and cyclosporine. Improvements in radiation technique, as well as early diagnosis and appropriate treatment with high-dose steroids, will lead to lower rates of pneumonitis and an overall good prognosis.
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Affiliation(s)
- Mandeep Singh Rahi
- Division of Pulmonary Diseases and Critical Care, Yale-New Haven Health Bridgeport Hospital, 267 Grant Street, Bridgeport, CT 06610, USA;
| | - Jay Parekh
- Department of Internal Medicine, Yale-New Haven Health Bridgeport Hospital, 267 Grant Street, Bridgeport, CT 06610, USA; (J.P.); (P.P.); (S.A.); (G.P.J.)
| | - Prachi Pednekar
- Department of Internal Medicine, Yale-New Haven Health Bridgeport Hospital, 267 Grant Street, Bridgeport, CT 06610, USA; (J.P.); (P.P.); (S.A.); (G.P.J.)
| | - Gaurav Parmar
- Department of Radiology, Yale-New Haven Health Bridgeport Hospital, 267 Grant Street, Bridgeport, CT 06610, USA;
| | - Soniya Abraham
- Department of Internal Medicine, Yale-New Haven Health Bridgeport Hospital, 267 Grant Street, Bridgeport, CT 06610, USA; (J.P.); (P.P.); (S.A.); (G.P.J.)
| | - Samar Nasir
- Department of Internal Medicine, University at Buffalo, 462 Grider Street, Buffalo, NY 14215, USA;
| | - Rajamurugan Subramaniyam
- Department of Pulmonary Critical Care Medicine, St. Louis University, 3635 Vista Ave, St. Louis, MO 63110, USA;
| | - Gini Priyadharshini Jeyashanmugaraja
- Department of Internal Medicine, Yale-New Haven Health Bridgeport Hospital, 267 Grant Street, Bridgeport, CT 06610, USA; (J.P.); (P.P.); (S.A.); (G.P.J.)
| | - Kulothungan Gunasekaran
- Division of Pulmonary Diseases and Critical Care, Yale-New Haven Health Bridgeport Hospital, 267 Grant Street, Bridgeport, CT 06610, USA;
- Correspondence: ; Tel.: +1-203-384-5009
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Käsmann L, Dietrich A, Staab-Weijnitz CA, Manapov F, Behr J, Rimner A, Jeremic B, Senan S, De Ruysscher D, Lauber K, Belka C. Radiation-induced lung toxicity - cellular and molecular mechanisms of pathogenesis, management, and literature review. Radiat Oncol 2020; 15:214. [PMID: 32912295 PMCID: PMC7488099 DOI: 10.1186/s13014-020-01654-9] [Citation(s) in RCA: 104] [Impact Index Per Article: 26.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Accepted: 08/20/2020] [Indexed: 12/17/2022] Open
Abstract
Lung, breast, and esophageal cancer represent three common malignancies with high incidence and mortality worldwide. The management of these tumors critically relies on radiotherapy as a major part of multi-modality care, and treatment-related toxicities, such as radiation-induced pneumonitis and/or lung fibrosis, are important dose limiting factors with direct impact on patient outcomes and quality of life. In this review, we summarize the current understanding of radiation-induced pneumonitis and pulmonary fibrosis, present predictive factors as well as recent diagnostic and therapeutic advances. Novel candidates for molecularly targeted approaches to prevent and/or treat radiation-induced pneumonitis and pulmonary fibrosis are discussed.
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Affiliation(s)
- Lukas Käsmann
- Department of Radiation Oncology, University Hospital, LMU Munich, Marchioninistrasse 15, 81377, Munich, Germany.
- German Center for Lung Research (DZL), partner site Munich, Munich, Germany.
- German Cancer Consortium (DKTK), partner site Munich, Munich, Germany.
| | - Alexander Dietrich
- Walther Straub Institute of Pharmacology and Toxicology, Member of the German Center for Lung Research (DZL), Medical Faculty, LMU-Munich, Munich, Germany
| | - Claudia A Staab-Weijnitz
- German Center for Lung Research (DZL), partner site Munich, Munich, Germany
- Institute of Lung Biology and Disease, Helmholtz Zentrum München, Munich, Germany
| | - Farkhad Manapov
- Department of Radiation Oncology, University Hospital, LMU Munich, Marchioninistrasse 15, 81377, Munich, Germany
- German Center for Lung Research (DZL), partner site Munich, Munich, Germany
- German Cancer Consortium (DKTK), partner site Munich, Munich, Germany
| | - Jürgen Behr
- German Center for Lung Research (DZL), partner site Munich, Munich, Germany
- Department of Internal Medicine V, LMU Munich, Munich, Germany
| | - Andreas Rimner
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, USA
| | | | - Suresh Senan
- Department of Radiation Oncology, Amsterdam University Medical Centers, Amsterdam, Netherlands
| | - Dirk De Ruysscher
- Department of Radiation Oncology (MAASTRO), GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Kirsten Lauber
- Department of Radiation Oncology, University Hospital, LMU Munich, Marchioninistrasse 15, 81377, Munich, Germany
- German Cancer Consortium (DKTK), partner site Munich, Munich, Germany
| | - Claus Belka
- Department of Radiation Oncology, University Hospital, LMU Munich, Marchioninistrasse 15, 81377, Munich, Germany
- German Center for Lung Research (DZL), partner site Munich, Munich, Germany
- German Cancer Consortium (DKTK), partner site Munich, Munich, Germany
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Kesim S, Ones T, Eryuksel E, Baltacioglu F, Tureli D, Ozguven S, Erdil TY. Unexpected radiation pneumonitis after SIRT with significant decrease in DLCO with internal radiation exposure: a case report. BMC Med Imaging 2020; 20:52. [PMID: 32429910 PMCID: PMC7236282 DOI: 10.1186/s12880-020-00452-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2020] [Accepted: 05/07/2020] [Indexed: 11/23/2022] Open
Abstract
Background In the last years, Selective Internal Radiation Therapy (SIRT), using biocompatible Yttrium-90 (90Y) labeled microspheres have emerged for the treatment of malignant hepatic tumors. Unfortunately, a significant part of 90Y-labeled microspheres may shunt to the lungs after intraarterial injection. It can be predictable by infusing technetium-99 m-labeled macro-aggregated albumin particles through a catheter placed in the proper hepatic artery depending on the lobe to be treated with performing a quantitative lung scintigraphy. Radiation pneumonitis (RP) can occur 1 to 6 months after the therapy, which is a rare but severe complication of SIRT. Prompt timing of steroid treatment is important due to its high mortality rate. On the other hand, pulmonary diffusion capacity measured by carbon monoxide (DLCO) is an excellent way to measure the diffusing capacity because carbon monoxide is present in minimal amount in venous blood and binds to hemoglobin in the same manner as oxygen. Some authors reported that the most consistent changes after radiation therapy (RT) are recorded with this quantitative reproducible test. The relationship between the proportional reductions in DLCO and the severity of RP developing after this therapy may prove to be clinically significant. Case presentation We herein present a patient who developed RP after SIRT that could be quantified using DLCO. To the best of our knowledge, this case is the first who developed unexpected RP after SIRT with significant decrease in DLCO with internal radiation exposure. Conclusions RP is a very rare complication and may lead to a fatal outcome. Decline in DLCO could be a valuable parameter for follow-up and to identify potential candidates for RP and could be also another trigger for administration of steroid therapy with prompt timing in this patient group.
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Affiliation(s)
- Selin Kesim
- Department of Nuclear Medicine, Marmara University Istanbul Pendik Education and Research Hospital, Fevzi Çakmak Mah. Muhsin Yazicioglu Cad. No:10 Ust Kaynarca / Pendik, 34899, Istanbul, Turkey
| | - Tunc Ones
- Department of Nuclear Medicine, Marmara University Istanbul Pendik Education and Research Hospital, Fevzi Çakmak Mah. Muhsin Yazicioglu Cad. No:10 Ust Kaynarca / Pendik, 34899, Istanbul, Turkey.
| | - Emel Eryuksel
- Department of Pulmonary and Critical Care, Marmara University Istanbul Pendik Education and Research Hospital, Istanbul, Turkey
| | - Feyyaz Baltacioglu
- Department of Radiology, Marmara University Istanbul Pendik Education and Research Hospital, Istanbul, Turkey
| | - Derya Tureli
- Department of Radiology, Marmara University Istanbul Pendik Education and Research Hospital, Istanbul, Turkey
| | - Salih Ozguven
- Department of Nuclear Medicine, Marmara University Istanbul Pendik Education and Research Hospital, Fevzi Çakmak Mah. Muhsin Yazicioglu Cad. No:10 Ust Kaynarca / Pendik, 34899, Istanbul, Turkey
| | - Tanju Yusuf Erdil
- Department of Nuclear Medicine, Marmara University Istanbul Pendik Education and Research Hospital, Fevzi Çakmak Mah. Muhsin Yazicioglu Cad. No:10 Ust Kaynarca / Pendik, 34899, Istanbul, Turkey
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Zhou Y, Yan T, Zhou X, Cao P, Luo C, Zhou L, Xu Y, Liu Y, Xue J, Wang J, Wang Y, Lu Y, Liang B, Gong Y. Acute severe radiation pneumonitis among non-small cell lung cancer (NSCLC) patients with moderate pulmonary dysfunction receiving definitive concurrent chemoradiotherapy: Impact of pre-treatment pulmonary function parameters. Strahlenther Onkol 2019; 196:505-514. [PMID: 31828393 DOI: 10.1007/s00066-019-01552-4] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2019] [Accepted: 11/14/2019] [Indexed: 02/05/2023]
Abstract
PURPOSE Severe acute radiation pneumonitis (SARP) is a life-threatening complication of thoracic radiotherapy. Pre-treatment pulmonary function (PF) may influence its incidence. We have previously reported on the incidence of SARP among patients with moderate pulmonary dysfunction who received definitive concurrent chemoradiotherapy (dCCRT) for non-small cell lung cancer (NSCLC). METHODS The clinical outcomes, dose-volume histograms (DVH), and PF parameters of 122 patients (forced expiratory volume in 1 s [FEV1%]: 60-69%) receiving dCCRT between 2013 and 2019 were recorded. SARP was defined as grade ≥3 RP occurring during or within 3 months after CCRT. Logistic regression, receiver operating characteristics curves (ROC), and hazard ratio (HR) analyses were performed to evaluate the predictive value of each factor for SARP. RESULTS Univariate and multivariate analysis indicated that the ratio of carbon monoxide diffusing capacity (DLCO%; odds ratio [OR]: 0.934, 95% confidence interval [CI] 0.896-0.974, p = 0.001) and mean lung dose (MLD; OR: 1.002, 95% CI 1.001-1.003, p = 0.002) were independent predictors of SARP. The ROC AUC of combined DLCO%/MLD was 0.775 (95% confidence interval [CI]: 0.688-0.861, p = 0.001), with a sensitivity and specificity of 0.871 and 0.637, respectively; this was superior to DLCO% (0.656) or MLD (0.667) alone. Compared to the MLD-low/DLCO%-high group, the MLD-high/DLCO%-low group had the highest risk for SARP, with an HR of 9.346 (95% CI: 2.133-40.941, p = 0.003). CONCLUSION The DLCO% and MLD may predict the risk for SARP among patients with pre-treatment moderate pulmonary dysfunction who receive dCCRT for NSCLC. Prospective studies are needed to validate our findings.
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Affiliation(s)
- Ying Zhou
- Department of Thoracic Oncology and State Key Laboratory of Biotherapy, Cancer Center, West China Hospital, Sichuan University, 610041, Chengdu, China
| | - Tiansheng Yan
- Department of Pulmonary and Critical Care Medicine, West China Hospital, Sichuan University, 610041, Chengdu, China
| | - Xiaojuan Zhou
- Department of Thoracic Oncology and State Key Laboratory of Biotherapy, Cancer Center, West China Hospital, Sichuan University, 610041, Chengdu, China.,Department of Radiation Oncology, Cancer Center, West China Hospital, Sichuan University, 610041, Chengdu, China
| | - Peng Cao
- Department of Thoracic Oncology and State Key Laboratory of Biotherapy, Cancer Center, West China Hospital, Sichuan University, 610041, Chengdu, China
| | - Chunli Luo
- Department of Thoracic Oncology and State Key Laboratory of Biotherapy, Cancer Center, West China Hospital, Sichuan University, 610041, Chengdu, China
| | - Lin Zhou
- Department of Thoracic Oncology and State Key Laboratory of Biotherapy, Cancer Center, West China Hospital, Sichuan University, 610041, Chengdu, China.,Department of Radiation Oncology, Cancer Center, West China Hospital, Sichuan University, 610041, Chengdu, China
| | - Yong Xu
- Department of Thoracic Oncology and State Key Laboratory of Biotherapy, Cancer Center, West China Hospital, Sichuan University, 610041, Chengdu, China.,Department of Radiation Oncology, Cancer Center, West China Hospital, Sichuan University, 610041, Chengdu, China
| | - Yongmei Liu
- Department of Thoracic Oncology and State Key Laboratory of Biotherapy, Cancer Center, West China Hospital, Sichuan University, 610041, Chengdu, China.,Department of Radiation Oncology, Cancer Center, West China Hospital, Sichuan University, 610041, Chengdu, China
| | - Jianxin Xue
- Department of Thoracic Oncology and State Key Laboratory of Biotherapy, Cancer Center, West China Hospital, Sichuan University, 610041, Chengdu, China.,Department of Radiation Oncology, Cancer Center, West China Hospital, Sichuan University, 610041, Chengdu, China
| | - Jin Wang
- Department of Thoracic Oncology and State Key Laboratory of Biotherapy, Cancer Center, West China Hospital, Sichuan University, 610041, Chengdu, China.,Department of Radiation Oncology, Cancer Center, West China Hospital, Sichuan University, 610041, Chengdu, China
| | - Yongsheng Wang
- Department of Thoracic Oncology and State Key Laboratory of Biotherapy, Cancer Center, West China Hospital, Sichuan University, 610041, Chengdu, China
| | - You Lu
- Department of Thoracic Oncology and State Key Laboratory of Biotherapy, Cancer Center, West China Hospital, Sichuan University, 610041, Chengdu, China.,Department of Radiation Oncology, Cancer Center, West China Hospital, Sichuan University, 610041, Chengdu, China
| | - Binmiao Liang
- Department of Pulmonary and Critical Care Medicine, West China Hospital, Sichuan University, 610041, Chengdu, China
| | - Youling Gong
- Department of Thoracic Oncology and State Key Laboratory of Biotherapy, Cancer Center, West China Hospital, Sichuan University, 610041, Chengdu, China. .,Department of Radiation Oncology, Cancer Center, West China Hospital, Sichuan University, 610041, Chengdu, China.
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10
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Schröder C, Engenhart-Cabillic R, Kirschner S, Blank E, Buchali A. Changes of lung parenchyma density following high dose radiation therapy for thoracic carcinomas - an automated analysis of follow up CT scans. Radiat Oncol 2019; 14:72. [PMID: 31036015 PMCID: PMC6489276 DOI: 10.1186/s13014-019-1276-2] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2019] [Accepted: 04/11/2019] [Indexed: 11/10/2022] Open
Abstract
Background An objective way to qualify the effect of radiotherapy (RT) on lung tissue is the analysis of CT scans after RT. In this analysis we focused on the changes in Hounsfield units (ΔHU) and the correlation with the corresponding radiation dose after RT. Methods Pre- and post-RT CT scans were matched and ΔHU was calculated using customized research software. ΔHU was calculated in 5-Gy-intervals and the correlation between ΔHU and the corresponding dose was calculated as well as the regression coefficients. Additionally the mean ΔHU and ΔHU in 5-Gy-intervals were calculated for each tumor entity. Results The mean density changes at 12 weeks and 6 months post RT were 28,16 HU and 32,83 HU. The correlation coefficient between radiation dose and ΔHU at 12 weeks and 6 months were 0,166 (p = 0,000) and 0,158 (p = 0,000). The resulting regression coefficient were 1439 HU/Gy (p = 0,000) and 1612 HU/Gy (p = 0,000). The individual regression coefficients for each patient range from − 2,23 HU/Gy to 7,46 HU/Gy at 12 weeks and − 0,45 HU/Gy to 10,51 HU/Gy at 6 months. When looking at the three tumor entities individually the highest ΔHU at 12 weeks was seen in patients with SCLC (38,13 HU) and at 6 month in those with esophageal carcinomas (40,98 HU). Conclusion For most dose intervals there was an increase of ΔHU with an increased radiation dose. This is reflected by a statistically significant, although low correlation coefficient. The regression coefficients of all patients show large interindividual differences.
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Affiliation(s)
- Christina Schröder
- Clinic for Radiotherapy and Radiation Oncology, University Clinic Giessen and Marburg, Marburg, Germany. .,Clinic for Radiation Oncology, Universitätsspital Zürich, Rämistrasse 100, CH-8091, Zürich, Switzerland.
| | - Rita Engenhart-Cabillic
- Clinic for Radiotherapy and Radiation Oncology, University Clinic Giessen and Marburg, Marburg, Germany
| | - Sven Kirschner
- Clinic for Radiotherapy and Radiation Oncology, Ruppiner Kliniken GmbH, Neuruppin, Germany
| | - Eyck Blank
- Clinic for Radiotherapy and Radiation Oncology, Ruppiner Kliniken GmbH, Neuruppin, Germany
| | - André Buchali
- Clinic for Radiotherapy and Radiation Oncology, Ruppiner Kliniken GmbH, Neuruppin, Germany
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11
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Lopez Guerra JL, Song YP, Nguyen QN, Gomez DR, Liao Z, Xu T. Functional promoter rs189037 variant of ATM is associated with decrease in lung diffusing capacity after irradiation for non-small-cell lung cancer. Chronic Dis Transl Med 2018; 4:59-66. [PMID: 29756124 PMCID: PMC5938288 DOI: 10.1016/j.cdtm.2018.02.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2017] [Indexed: 11/24/2022] Open
Abstract
Objective Single-nucleotide polymorphisms (SNPs) in the ataxia telangiectasia-mutated gene ATM have been linked with pneumonitis after radiotherapy for lung cancer but have not been evaluated in terms of pulmonary function impairment. Here we investigated potential associations between SNPs in ATM and changes in diffusing capacity of the lung for carbon monoxide (DLCO) in patients with non-small-cell lung cancer (NSCLC) after radiotherapy. Methods From November 1998 through June 2009, 448 consecutive patients with inoperable primary NSCLC underwent definitive (≥60 Gy) radiotherapy, with or without chemotherapy. After excluding patients with a history of thoracic surgery, radiation, or lung cancer; without DNA samples available for analysis; or without pulmonary function testing within the 12 months before and the 12 months after radiotherapy, 100 patients were identified who are the subjects of this study. We genotyped two SNPs of ATM previously found to be associated with radiation-induced pneumonitis (rs189037 and rs228590) and evaluated potential correlations between these SNPs and impairment (decreases) in DLCO by using logistic regression analysis. Results Univariate and multivariate analyses showed that the AA genotype of ATM rs189037 was associated with decreased DLCO after definitive radiotherapy than the GG/AG genotypes [univariate coefficient, -0.122; 95% confidence interval (CI), -0.236 to -0.008; P = 0.037; and multivariate coefficient, -0.102; 95% CI, -0.198 to -0.005; P = 0.038]. No such correlations were found for rs228590 (univariate coefficient, -0.096; 95% CI, -0.208 to 0.017; P = 0.096). Conclusions The AA genotype of ATM rs189037 was associated with higher risk of lung injury than were the GG/AG genotypes in patients with NSCLC treated with radiotherapy. This finding should be validated prospectively with other patient populations.
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Affiliation(s)
- Jose Luis Lopez Guerra
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.,Department of Radiation Oncology, Virgen del Rocío University Hospital, Seville 41013, Spain
| | - Yi-Peng Song
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.,Department of Radiation Oncology, Affiliated Yantai Yuhuangding Hospital of Qingdao University, Yantai, Shandong 264000, China
| | - Quynh-Nhu Nguyen
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Daniel R Gomez
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Zhongxing Liao
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Ting Xu
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
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12
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Ones T, Eryuksel E, Baltacioglu F, Ceyhan B, Erdil TY. The effect of selective internal radiation therapy with yttrium-90 resin microspheres on lung carbon monoxide diffusion capacity. EJNMMI Res 2017; 7:103. [PMID: 29285636 PMCID: PMC5746495 DOI: 10.1186/s13550-017-0353-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2017] [Accepted: 12/15/2017] [Indexed: 01/27/2023] Open
Abstract
Background Selective internal radiation therapy (SIRT) with embolization of branches of the hepatic artery is a valuable therapeutic tool for patients with hepatic malignancies; however, it is also associated with lung injury risk due to shunting. Diffusion capacity of the lungs for carbon monoxide (DLCO) is a clinically significant lung function test, and worsening in DLCO is suggested to reflect a limited gas exchange reserve caused by the potential toxicity of chemoradiotherapy or it may be a marker of related lung injury. This study aimed to examine the changes in DLCO during SIRT with resin microspheres in newly treated and retreated patients. Forty consecutive patients who received SIRT for a variety of malignant conditions were included. All subjects were treated with Yttrium-90 labelled resin microspheres. DLCO tests were performed after the procedures. In addition, patients were specifically followed for radiation pneumonitis. Results The mean DLCO did not significantly change after the first (82.8 ± 19.4 vs. 83.1 ± 20.9, p = 0.921) and the second treatments (87.4 ± 19.7 vs. 88.6 ± 23.2, p = 0.256). Proportion of patients with impaired DLCO at baseline was not altered significantly after the first (37.5 vs. 45.0%, p = 0.581) and the second treatments (27.3 vs. 27.3%, p = 1.000). Also, percent change in DLCO values did not correlate with radiation dose, lung shunt fraction, or lung exposure dose (p > 0.05 for all comparisons). None of the patients developed radiation pneumonitis. Conclusions Our results suggest that no significant change in DLCO in association with SIRT occurs, both after the first or the second treatment sessions. Further larger studies possibly with different protocols are warranted to better delineate DLCO changes after SIRT in a larger spectrum of patients.
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Affiliation(s)
- Tunc Ones
- Department of Nuclear Medicine, Pendik Research and Training Hospital, Marmara University, Istanbul, Turkey.
| | - Emel Eryuksel
- Department of Pulmonary and Critical Care, Pendik Research and Training Hospital, Marmara University, Istanbul, Turkey
| | - Feyyaz Baltacioglu
- Department of Radiology, Pendik Research and Training Hospital, Marmara University, Istanbul, Turkey
| | - Berrin Ceyhan
- Department of Pulmonary and Critical Care, Pendik Research and Training Hospital, Marmara University, Istanbul, Turkey
| | - Tanju Yusuf Erdil
- Department of Nuclear Medicine, Pendik Research and Training Hospital, Marmara University, Istanbul, Turkey
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13
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Yamagishi T, Kodaka N, Kurose Y, Watanabe K, Nakano C, Kishimoto K, Oshio T, Niitsuma K, Matsuse H. Analysis of predictive parameters for the development of radiation-induced pneumonitis. Ann Thorac Med 2017; 12:252-258. [PMID: 29118857 PMCID: PMC5656943 DOI: 10.4103/atm.atm_355_16] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/29/2023] Open
Abstract
INTRODUCTION: Prevention and effective treatment of radiation-induced pneumonitis (RP) could facilitate greater use of radiation therapy (RT) for lung cancer. The purpose of this study was to determine clinical parameters useful for early prediction of RP. METHODS: Blood sampling, pulmonary function testing, chest computed tomography, and bronchoalveolar lavage (BAL) were performed in patients with pathologically confirmed lung cancer who had completed ≥60 Gy of RT, at baseline, shortly after RT, and at 1 month posttreatment. RESULTS: By 3 months post-RT, 11 patients developed RP (RP group) and the remaining 11 patients did not (NRP group). RT significantly increased total cell counts and alveolar macrophages in BAL of the NRP group, whereas lymphocyte count was increased in both groups. Matrix metallopeptidase-9 (MMP-9) increased and vascular endothelial growth factor decreased significantly in the BAL fluid (BALF) of the RP group following RT. Serum surfactant protein D (SP-D) increased significantly in the NRP group. SP-D in BALF from the RP group increased significantly with a subsequent increase in serum SP-D. Pulmonary dilution decreased similarly in both groups of patients. CONCLUSIONS: Increased SP-D in BALF, rather than that in serum, could be useful biomarkers in predicting RP. The MMP-9 in BALF might play a role in the pathogenesis of RP. Pulmonary dilution test may not be predictive of the development of RP.
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Affiliation(s)
- Toru Yamagishi
- Department of Internal Medicine, Division of Respiratory Medicine, Toho University Ohashi Medical Center, Tokyo, Japan
| | - Norio Kodaka
- Department of Internal Medicine, Division of Respiratory Medicine, Toho University Ohashi Medical Center, Tokyo, Japan
| | - Yoshiyuki Kurose
- Department of Internal Medicine, Division of Respiratory Medicine, Toho University Ohashi Medical Center, Tokyo, Japan
| | - Kayo Watanabe
- Department of Internal Medicine, Division of Respiratory Medicine, Toho University Ohashi Medical Center, Tokyo, Japan
| | - Chihiro Nakano
- Department of Internal Medicine, Division of Respiratory Medicine, Toho University Ohashi Medical Center, Tokyo, Japan
| | - Kumiko Kishimoto
- Department of Internal Medicine, Division of Respiratory Medicine, Toho University Ohashi Medical Center, Tokyo, Japan
| | - Takeshi Oshio
- Department of Internal Medicine, Division of Respiratory Medicine, Toho University Ohashi Medical Center, Tokyo, Japan
| | - Kumiko Niitsuma
- Department of Internal Medicine, Division of Respiratory Medicine, Toho University Ohashi Medical Center, Tokyo, Japan
| | - Hiroto Matsuse
- Department of Internal Medicine, Division of Respiratory Medicine, Toho University Ohashi Medical Center, Tokyo, Japan
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14
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Alharbi M, Janssen S, Golpon H, Bremer M, Henkenberens C. Temporal and spatial dose distribution of radiation pneumonitis after concurrent radiochemotherapy in stage III non-small cell cancer patients. Radiat Oncol 2017; 12:165. [PMID: 29096667 PMCID: PMC5667443 DOI: 10.1186/s13014-017-0898-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2017] [Accepted: 10/03/2017] [Indexed: 12/25/2022] Open
Abstract
Background and purpose Radiation pneumonitis (RP) is the most common subacute side effect after concurrent chemoradiotherapy (CRT) for locally advanced non-small cell lung cancer. Several clinical and dose-volume (DV) parameters are associated with a distinct risk of symptomatic RP. The aim of this study was to assess the spatial dose distribution of the RP volume from first occurence to maximum volume expansion of RP. Material and methods Between 2007 and 2015, 732 patients with lung cancer were treated in an institution. Thirty-three patients met the following inclusion criteria: an RP grade II after CRT and a radiation dose ≥60 Gy and no prior medical history of cardiopulmonary comorbidities. The images of the first chest computed tomography (CT) confirming the diagnosis of RP and the CT images showing the maximum expansion of RP were merged with the treatment plan. The RP volume was delineated within the treatment plan, and a DV analysis was performed to evaluate the lung dose volume areas in which the RP manifested over time and whether dose volume changes within the RP volume occurred. Results A change from clinical diagnosis to maximum expansion of RP was observed as the RP at clinical appearance mainly manifested in the lower dose areas of the lung, whereas the RP volume at maximum expansion manifested in the higher dose areas, resulting in a significant shift of the assessed relative mean dose volume proportions within the RP volume. The mean relative dose volume proportion 0- ≤ 20 Gy decreased from 30.2% (range, 0–100) to 21.9% (range, 0–100; p = 0.04) at the expense of the dose volume > 40 Gy which increased from 39.2% (range, 0–100) to 49.8% (range, 0–100; p = 0.02), whereas the dose relative volume proportion > 20- ≤ 40 Gy showed no relevant change and slightly decreased from 30.6% (range, 0–85.7) to 28.3%, (range, 0–85.7; p = 0.34). Conclusion We observed a considerable increase in the relative dose proportions within the RP volume from diagnosis to maximum volume extent from low dose zones below 20 Gy to zones above 40 Gy. Although the clinical impact on RP remains unknown, a reduction of healthy healthy lung tissue receiving >40 Gy (V40) might be an additional parameter for irradiation planning in lung cancer patients.
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Affiliation(s)
- Mohammed Alharbi
- Department of Radio-Oncology, Medical School Hannover, Carl-Neuberg-Str. 1, 30625, Hannover, Germany
| | - Stefan Janssen
- Joint Practice Radiooncology Hannover, Rundestr. 10, 30161, Hannover, Germany.,Department of Radiation Oncology, University of Lübeck, Ratzeburger Ave. 160, 23562, Lübeck, Germany
| | - Heiko Golpon
- Department of Pneumology, Medical School Hannover, Carl-Neuberg-Str. 1, 30625, Hannover, Germany
| | - Michael Bremer
- Department of Radio-Oncology, Medical School Hannover, Carl-Neuberg-Str. 1, 30625, Hannover, Germany
| | - Christoph Henkenberens
- Department of Radio-Oncology, Medical School Hannover, Carl-Neuberg-Str. 1, 30625, Hannover, Germany.
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15
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Schröder C, Engenhart-Cabillic R, Vorwerk H, Schmidt M, Huhnt W, Blank E, Sidow D, Buchali A. Changes in pulmonary function and influencing factors after high-dose intrathoracic radio(chemo)therapy. Strahlenther Onkol 2016; 193:125-131. [PMID: 27783103 DOI: 10.1007/s00066-016-1067-8] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2016] [Accepted: 10/06/2016] [Indexed: 12/11/2022]
Abstract
PURPOSE Using prospectively collected patient-related, dose-related, and pulmonary function test (PFT) data before radiotherapy (RT) and at several follow-up visits after RT, the time course of PFT changes after high-dose radio(chemo)therapy and influencing factors were analyzed. MATERIALS AND METHODS From April 2012 to October 2015, 81 patients with non-small-cell lung carcinoma (NSCLC), small cell lung carcinoma (SCLC), or esophageal carcinoma where treated with high-dose radio(chemo)therapy. PFT data were collected before treatment and 6 weeks, 12 weeks, and 6 months after RT. The influence of patient- and treatment-related factors on PFT was analyzed. RESULTS Mean forced expiratory volume in 1 s (FEV1) constantly declined during follow-up (p = 0.001). In total, 68% of patients had a reduced FEV1 at 6 months. Mean vital capacity (VC) didn't change during follow-up (p > 0.05). Mean total lung capacity (TLC) showed a constant decline after RT (p = 0.026). At 6 months, 60% of patients showed a decline in VC and 73% in TLC. The mean diffusion capacity for carbon monoxide (DLCO) declined at 6 and 12 weeks, but recovered slightly at 6 months (p < 0.0005). At 6 months, 86% of patients had a reduced DLCO. After treatment, the partial pressure of CO2 in the blood (pCO2) was increased and pO2 was decreased (p > 0.05). Only the pretreatment PFT classification had a significant influence on the post-RT FEV1. CONCLUSION DLCO seems to be the most reliable indicator for lung tissue damage after thoracic RT. Ventilation parameters appear to be less reliable. Concerning patient- or treatment-related factors, no reliable conclusion can be drawn regarding which factors may be relevant.
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Affiliation(s)
- Christina Schröder
- Clinic for Radiotherapy and Radiation Oncology, University Clinic Giessen and Marburg, Marburg, Germany. .,Clinic for Radiotherapy and Radiation Oncology, Ruppiner Kliniken GmbH, Neuruppin, Germany.
| | - Rita Engenhart-Cabillic
- Clinic for Radiotherapy and Radiation Oncology, University Clinic Giessen and Marburg, Marburg, Germany
| | - Hilke Vorwerk
- Clinic for Radiotherapy and Radiation Oncology, University Clinic Giessen and Marburg, Marburg, Germany
| | - Michael Schmidt
- Clinic for Radiotherapy and Radiation Oncology, Ruppiner Kliniken GmbH, Neuruppin, Germany
| | - Winfried Huhnt
- Clinic for Radiotherapy and Radiation Oncology, Ruppiner Kliniken GmbH, Neuruppin, Germany
| | - Eyck Blank
- Clinic for Radiotherapy and Radiation Oncology, Ruppiner Kliniken GmbH, Neuruppin, Germany
| | - Dietrich Sidow
- Clinic for Radiotherapy and Radiation Oncology, Ruppiner Kliniken GmbH, Neuruppin, Germany
| | - André Buchali
- Clinic for Radiotherapy and Radiation Oncology, Ruppiner Kliniken GmbH, Neuruppin, Germany
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16
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Kim YH, Ahn SJ, Kim YC, Kim KS, Oh IJ, Ban HJ, Chung WK, Nam TK, Yoon MS, Jeong JU, Song JY. Predictive factors for survival and correlation to toxicity in advanced Stage III non-small cell lung cancer patients with concurrent chemoradiation. Jpn J Clin Oncol 2015; 46:144-51. [PMID: 26590014 DOI: 10.1093/jjco/hyv174] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2015] [Accepted: 10/27/2015] [Indexed: 12/25/2022] Open
Abstract
OBJECTIVE Concurrent chemoradiotherapy is the standard treatment for locally advanced Stage III non-small cell lung cancer in patients with a good performance status and minimal weight loss. This study aimed to define subgroups with different survival outcomes and identify correlations with the radiation-related toxicities. METHODS We retrospectively reviewed 381 locally advanced Stage III non-small cell lung cancer patients with a good performance status or weight loss of <10% who received concurrent chemoradiotherapy between 2004 and 2011. Three-dimensional conformal radiotherapy was administered once daily, combined with weekly chemotherapy. The Kaplan-Meier method was used for survival comparison and Cox regression for multivariate analysis. Multivariate analysis was performed using all variables with P values <0.1 from the univariate analysis. RESULTS Median survival of all patients was 24 months. Age > 75 years, the diffusion lung capacity for carbon monoxide ≤80%, gross tumor volume ≥100 cm(3) and subcarinal nodal involvement were the statistically significant predictive factors for poor overall survival both in univariate and multivariate analyses. Patients were classified into four groups according to these four predictive factors. The median survival times were 36, 29, 18 and 14 months in Groups I, II, III and IV, respectively (P < 0.001). Rates of esophageal or lung toxicity ≥Grade 3 were 5.9, 14.1, 12.5 and 22.2%, respectively. The radiotherapy interruption rate differed significantly between the prognostic subgroups; 8.8, 15.4, 22.7 and 30.6%, respectively (P = 0.017). CONCLUSION Severe toxicity and interruption of radiotherapy were more frequent in patients with multiple adverse predictive factors. To maintain the survival benefit in patients with concurrent chemoradiotherapy, strategies to reduce treatment-related toxicities need to be deeply considered.
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Affiliation(s)
- Yong-Hyub Kim
- Department of Radiation Oncology, Chonnam National University Medical School, Gwangju
| | - Sung-Ja Ahn
- Department of Radiation Oncology, Chonnam National University Medical School, Gwangju Lung and Esophageal Cancer Clinic, Jeonnam Regional Cancer Center, Jeollanam-do, Korea
| | - Young-Chul Kim
- Lung and Esophageal Cancer Clinic, Jeonnam Regional Cancer Center, Jeollanam-do, Korea
| | - Kyu-Sik Kim
- Lung and Esophageal Cancer Clinic, Jeonnam Regional Cancer Center, Jeollanam-do, Korea
| | - In-Jae Oh
- Lung and Esophageal Cancer Clinic, Jeonnam Regional Cancer Center, Jeollanam-do, Korea
| | - Hee-Jung Ban
- Lung and Esophageal Cancer Clinic, Jeonnam Regional Cancer Center, Jeollanam-do, Korea
| | - Woong-Ki Chung
- Department of Radiation Oncology, Chonnam National University Medical School, Gwangju
| | - Taek-Keun Nam
- Department of Radiation Oncology, Chonnam National University Medical School, Gwangju Lung and Esophageal Cancer Clinic, Jeonnam Regional Cancer Center, Jeollanam-do, Korea
| | - Mee Sun Yoon
- Department of Radiation Oncology, Chonnam National University Medical School, Gwangju Lung and Esophageal Cancer Clinic, Jeonnam Regional Cancer Center, Jeollanam-do, Korea
| | - Jae-Uk Jeong
- Department of Radiation Oncology, Chonnam National University Medical School, Gwangju Lung and Esophageal Cancer Clinic, Jeonnam Regional Cancer Center, Jeollanam-do, Korea
| | - Ju-Young Song
- Department of Radiation Oncology, Chonnam National University Medical School, Gwangju
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17
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Tong AN, Yan P, Yuan GH, Lv XY, Gong H, Zhao H, Wang YM. Advantages of CyberKnife for inoperable stage I peripheral non-small-cell lung cancer compared to three-dimensional conformal radiotherapy. Mol Clin Oncol 2014; 3:442-448. [PMID: 25798283 DOI: 10.3892/mco.2014.475] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2014] [Accepted: 11/25/2014] [Indexed: 12/25/2022] Open
Abstract
This study was conducted to compare the clinical curative effect and acute radiation lung reactions between CyberKnife (CK) and three-dimensional conformal radiotherapy (3DCRT) treatment for inoperable stage I peripheral non-small-cell lung cancer (NSCLC). We retrospectively analyzed 68 patients with inoperable stage I peripheral NSCLC between 2012 and 2013 in our institution. The CK patients were treated with 42-60 Gy in three fractions, while the 3DCRT patients were treated with a total of 60 Gy, at 2 Gy per fraction. The patients were followed up and the clinical outcome was evaluated according to the Response Evaluation Criteria in Solid Tumours. We assessed the presence of acute radiation pneumonitis and pulmonary function status by thoracic scan and pulmonary function tests following CK and 3DCRT treatment. The binary univariate logistic regression analysis demonstrated that treatment method and forced expiratory volume in 1 sec/forced vital capacity (FEV1/FVC) prior to treatment (pre-FEV1/FVC) were the main factors affecting the risk of radiation pneumonitis. The analysis of these factors through multivariate logistic regression method demonstrated that treatment method for grade 1 and 2 [odds ratio (OR)= 7.866 and 11.334, respectively) and pre-FEV1/FVC for grade 1, 2 and 3 (OR = 5.062, 11.498 and 15.042, respectively) were significant factors affecting the risk of radiation pneumonitis (P<0.05). The 68 patients were divided into two subgroups using the threshold of pre-FEV1/FVC selected by the receiver operating characteristic curve. There were significant differences between the 3DCRT and CK treatment in both the pre-FEV1/FVC <68% and ≥68% subgroups for radiation pneumonitis (P=0.023 and 0.002, respectively). There was no statistically significant change in FVC, FEV1 and carbon monoxide diffusion capacity (DCLO) in the CK group, whereas there was a decrease in DCLO in the 3DCRT group. The complete remission rate was 40 vs. 34.2% at 1 year in the CK and 3DCRT groups, respectively. In conclusion, in this cohort of patients with inoperable stage I peripheral NSCLC, CK appears to be a safe and superior alternative to conventionally fractionated radiotherapy.
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Affiliation(s)
- An-Na Tong
- Department of Radiation Oncology, Jinan Military General Hospital, Jinan, Shandong 250031
| | - Peng Yan
- Department of Oncology, Jinan Central Hospital Affiliated to Shandong University, Jinan, Shandong 250013, P.R. China
| | - Guang-Hui Yuan
- Department of Radiation Oncology, Jinan Military General Hospital, Jinan, Shandong 250031
| | - Xiao-Yan Lv
- Department of Radiation Oncology, Jinan Military General Hospital, Jinan, Shandong 250031
| | - Hai Gong
- Department of Radiation Oncology, Jinan Military General Hospital, Jinan, Shandong 250031
| | - Hui Zhao
- Department of Radiation Oncology, Jinan Military General Hospital, Jinan, Shandong 250031
| | - Yan-Ming Wang
- Department of Radiation Oncology, Jinan Military General Hospital, Jinan, Shandong 250031
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18
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Landreneau RJ, Normolle DP, Christie NA, Awais O, Wizorek JJ, Abbas G, Pennathur A, Shende M, Weksler B, Luketich JD, Schuchert MJ. Recurrence and survival outcomes after anatomic segmentectomy versus lobectomy for clinical stage I non-small-cell lung cancer: a propensity-matched analysis. J Clin Oncol 2014; 32:2449-55. [PMID: 24982447 DOI: 10.1200/jco.2013.50.8762] [Citation(s) in RCA: 195] [Impact Index Per Article: 19.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
PURPOSE Although anatomic segmentectomy has been considered a compromised procedure by many surgeons, recent retrospective, single-institution series have demonstrated tumor recurrence and patient survival rates that approximate those achieved by lobectomy. The primary objective of this study was to use propensity score matching to compare outcomes after these anatomic resection approaches for stage I non-small-cell lung cancer. PATIENTS AND METHODS A retrospective data set including 392 segmentectomy patients and 800 lobectomy patients was used to identify matched segmentectomy and lobectomy cohorts (n = 312 patients per group) using a propensity score matching algorithm that accounted for confounding effects of preoperative patient variables. Primary outcome variables included freedom from recurrence and overall survival. Factors affecting survival were assessed by Cox regression analysis and Kaplan-Meier estimates. RESULTS Perioperative mortality was 1.2% in the segmentectomy group and 2.5% in the lobectomy group (P = .38). At a mean follow-up of 5.4 years, comparing segmentectomy with lobectomy, no differences were noted in locoregional (5.5% v 5.1%, respectively; P = 1.00), distant (14.8% v 11.6%, respectively; P = .29), or overall recurrence rates (20.2% v 16.7%, respectively; P = .30). Furthermore, when comparing segmentectomy with lobectomy, no significant differences were noted in 5-year freedom from recurrence (70% v 71%, respectively; P = .467) or 5-year survival (54% v 60%, respectively; P = .258). Segmentectomy was not found to be an independent predictor of recurrence (hazard ratio, 1.11; 95% CI, 0.87 to 1.40) or overall survival (hazard ratio, 1.17; 95% CI, 0.89 to 1.52). CONCLUSION In this large propensity-matched comparison, lobectomy was associated with modestly increased freedom from recurrence and overall survival, but the differences were not statistically significant. These results will need further validation by prospective, randomized trials (eg, Cancer and Leukemia Group B 140503 trial).
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Affiliation(s)
- Rodney J Landreneau
- Rodney J. Landreneau, Neil A. Christie, Omar Awais, Joseph J. Wizorek, Ghulam Abbas, Arjun Pennathur, Manisha Shende, Benny Weksler, James D. Luketich, and Matthew J. Schuchert, University of Pittsburgh Medical Center; Daniel P. Normolle, University of Pittsburgh, Pittsburgh, PA; and Rodney J. Landreneau, University of Queensland, Brisbane, Queensland, Australia.
| | - Daniel P Normolle
- Rodney J. Landreneau, Neil A. Christie, Omar Awais, Joseph J. Wizorek, Ghulam Abbas, Arjun Pennathur, Manisha Shende, Benny Weksler, James D. Luketich, and Matthew J. Schuchert, University of Pittsburgh Medical Center; Daniel P. Normolle, University of Pittsburgh, Pittsburgh, PA; and Rodney J. Landreneau, University of Queensland, Brisbane, Queensland, Australia
| | - Neil A Christie
- Rodney J. Landreneau, Neil A. Christie, Omar Awais, Joseph J. Wizorek, Ghulam Abbas, Arjun Pennathur, Manisha Shende, Benny Weksler, James D. Luketich, and Matthew J. Schuchert, University of Pittsburgh Medical Center; Daniel P. Normolle, University of Pittsburgh, Pittsburgh, PA; and Rodney J. Landreneau, University of Queensland, Brisbane, Queensland, Australia
| | - Omar Awais
- Rodney J. Landreneau, Neil A. Christie, Omar Awais, Joseph J. Wizorek, Ghulam Abbas, Arjun Pennathur, Manisha Shende, Benny Weksler, James D. Luketich, and Matthew J. Schuchert, University of Pittsburgh Medical Center; Daniel P. Normolle, University of Pittsburgh, Pittsburgh, PA; and Rodney J. Landreneau, University of Queensland, Brisbane, Queensland, Australia
| | - Joseph J Wizorek
- Rodney J. Landreneau, Neil A. Christie, Omar Awais, Joseph J. Wizorek, Ghulam Abbas, Arjun Pennathur, Manisha Shende, Benny Weksler, James D. Luketich, and Matthew J. Schuchert, University of Pittsburgh Medical Center; Daniel P. Normolle, University of Pittsburgh, Pittsburgh, PA; and Rodney J. Landreneau, University of Queensland, Brisbane, Queensland, Australia
| | - Ghulam Abbas
- Rodney J. Landreneau, Neil A. Christie, Omar Awais, Joseph J. Wizorek, Ghulam Abbas, Arjun Pennathur, Manisha Shende, Benny Weksler, James D. Luketich, and Matthew J. Schuchert, University of Pittsburgh Medical Center; Daniel P. Normolle, University of Pittsburgh, Pittsburgh, PA; and Rodney J. Landreneau, University of Queensland, Brisbane, Queensland, Australia
| | - Arjun Pennathur
- Rodney J. Landreneau, Neil A. Christie, Omar Awais, Joseph J. Wizorek, Ghulam Abbas, Arjun Pennathur, Manisha Shende, Benny Weksler, James D. Luketich, and Matthew J. Schuchert, University of Pittsburgh Medical Center; Daniel P. Normolle, University of Pittsburgh, Pittsburgh, PA; and Rodney J. Landreneau, University of Queensland, Brisbane, Queensland, Australia
| | - Manisha Shende
- Rodney J. Landreneau, Neil A. Christie, Omar Awais, Joseph J. Wizorek, Ghulam Abbas, Arjun Pennathur, Manisha Shende, Benny Weksler, James D. Luketich, and Matthew J. Schuchert, University of Pittsburgh Medical Center; Daniel P. Normolle, University of Pittsburgh, Pittsburgh, PA; and Rodney J. Landreneau, University of Queensland, Brisbane, Queensland, Australia
| | - Benny Weksler
- Rodney J. Landreneau, Neil A. Christie, Omar Awais, Joseph J. Wizorek, Ghulam Abbas, Arjun Pennathur, Manisha Shende, Benny Weksler, James D. Luketich, and Matthew J. Schuchert, University of Pittsburgh Medical Center; Daniel P. Normolle, University of Pittsburgh, Pittsburgh, PA; and Rodney J. Landreneau, University of Queensland, Brisbane, Queensland, Australia
| | - James D Luketich
- Rodney J. Landreneau, Neil A. Christie, Omar Awais, Joseph J. Wizorek, Ghulam Abbas, Arjun Pennathur, Manisha Shende, Benny Weksler, James D. Luketich, and Matthew J. Schuchert, University of Pittsburgh Medical Center; Daniel P. Normolle, University of Pittsburgh, Pittsburgh, PA; and Rodney J. Landreneau, University of Queensland, Brisbane, Queensland, Australia
| | - Matthew J Schuchert
- Rodney J. Landreneau, Neil A. Christie, Omar Awais, Joseph J. Wizorek, Ghulam Abbas, Arjun Pennathur, Manisha Shende, Benny Weksler, James D. Luketich, and Matthew J. Schuchert, University of Pittsburgh Medical Center; Daniel P. Normolle, University of Pittsburgh, Pittsburgh, PA; and Rodney J. Landreneau, University of Queensland, Brisbane, Queensland, Australia
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De Ruysscher D, Sharifi H, Defraene G, Kerns SL, Christiaens M, De Ruyck K, Peeters S, Vansteenkiste J, Jeraj R, Van Den Heuvel F, van Elmpt W. Quantification of radiation-induced lung damage with CT scans: the possible benefit for radiogenomics. Acta Oncol 2013; 52:1405-10. [PMID: 23957564 DOI: 10.3109/0284186x.2013.813074] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
BACKGROUND Radiation-induced lung damage (RILD) is an important problem. Although physical parameters such as the mean lung dose are used in clinical practice, they are not suited for individualised radiotherapy. Objective, quantitative measurements of RILD on a continuous instead of on an ordinal, semi-quantitative, semi-subjective scale, are needed. METHODS Hounsfield unit (HU) changes before versus three months post-radiotherapy were correlated per voxel with the radiotherapy dose in 95 lung cancer patients. Deformable registration was used to register pre- and post-CT scans and the density increase was quantified for various dose bins. The dose-response curve for increased HU was quantified using the slope of a linear regression (HU/Gy). The end-point for the toxicity analysis was dyspnoea ≥ grade 2. RESULTS Radiation dose was linearly correlated with the change in HU (mean R(2) = 0.74 ± 0.28). No differences in HU/Gy between groups treated with stereotactic radiotherapy, conventional radiotherapy alone, sequential or concurrent chemo- radiotherapy were observed. In the whole patient group, 33/95 (34.7%) had dyspnoea ≥ G2. Of the 48 patients with a HU/Gy below the median, 16 (33.3%) developed dyspnoea ≥ G2, while in the 47 patients with a HU/Gy above the median, 17 (36.1%) had dyspnoea ≥ G2 (not significant). Individual patients showed a nearly 21-fold difference in radiosensitivity, with HU/Gy ranging from 0 to 10 HU/Gy. CONCLUSIONS HU changes identify objectively the whole range of individual radiosensitivity on a continuous, quantitative scale. CT density changes may allow more robust and accurate radiogenomics studies.
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Affiliation(s)
- Dirk De Ruysscher
- Radiation Oncology, University Hospitals Leuven/KU Leuven , Leuven , Belgium
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Chargari C, Riet F, Mazevet M, Morel E, Lepechoux C, Deutsch E. Complications of thoracic radiotherapy. Presse Med 2013; 42:e342-51. [PMID: 23972736 DOI: 10.1016/j.lpm.2013.06.012] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/10/2013] [Accepted: 06/12/2013] [Indexed: 12/25/2022] Open
Abstract
The issue of toxicity is a primary concern for chest irradiation, because it is a dose-limiting toxicity and because in some circumstances it can alleviate the survival benefit of radiation therapy. Potential acute and delayed side effects can compromise the patients' prognosis and generate significant morbidity. Here we review on chest complications of radiation therapy, with focus on cardiac and pulmonary radio-induced side effects. Most radiographic changes associated with thoracic irradiation are asymptomatic. However, chest irradiation generated by treatment of breast cancer, bronchopulmonary malignancies, or mediastinal lymphoma has been associated with a risk of acute radiation pneumonitis and late lung fibrosis. An increasing number of clinical studies suggest that some dosimetric factors (e.g. V20, V30, mean lung dose) should be considered for limiting the risk of lung toxicity. Improvements in radiation techniques as well as changes in indications, volumes and prescribed doses of radiation therapy should help to better spare lungs from irradiation and thus decreasing the risk of subsequent toxicity. Numerous other contributing factors should also be considered, such as chemotherapeutic agents, smoking, tumor topography, or intrinsic sensitivity. Cardiac toxicity is another clinically relevant issue in patients receiving radiation therapy for breast cancer or for lymphoma. This life threatening toxicity should be analyzed in the light of dosimetric factors (including low doses) but also associated systemic agents which almost carry a potential for additive toxicity toward myocardium or coronaries. A long-term follow-up of patients as well as an increasing knowledge of the underlying biological pathways involved in cardiac toxicity should help designing effective preventing strategies.
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Affiliation(s)
- Cyrus Chargari
- Université Paris-Sud, institut Gustave-Roussy, LabEx Lermit - DHU Torino, radiothérapie moléculaire, Inserm 1030, 94805 Villejuif, France
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Current World Literature. Curr Opin Oncol 2013; 25:205-208. [DOI: 10.1097/cco.0b013e32835ec49f] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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