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Guo R, Yan W, Wang F, Su H, Meng X, Xie Q, Zhao W, Yang Z, Li N. The utility of 18F-FDG PET/CT for predicting the pathological response and prognosis to neoadjuvant immunochemotherapy in resectable non-small-cell lung cancer. Cancer Imaging 2024; 24:120. [PMID: 39256860 PMCID: PMC11385245 DOI: 10.1186/s40644-024-00772-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Accepted: 09/03/2024] [Indexed: 09/12/2024] Open
Abstract
OBJECTIVE To evaluate the potential utility of 18F-FDG PET/CT to assess response to neoadjuvant immunochemotherapy in patients with resectable NSCLC, and the ability to screen patients who may benefit from neoadjuvant immunochemotherapy. METHODS Fifty one resectable NSCLC (stage IA-IIIB) patients were analyzed, who received two-three cycles neoadjuvant immunochemotherapy.18F-FDG PET/CT was carried out at baseline(scan-1) and prior to radical resection(scan-2). SULmax, SULpeak, MTV, TLG, T/N ratio, ΔSULmax%,ΔSULpeak%, ΔMTV%, ΔTLG%,ΔT/N ratio% were calculated. 18F-FDG PET/CT responses were classified using PERCIST. We then compared the RECIST 1.1 and PERCIST criteria for response assessment.With surgical pathology of primary lesions as the gold standard, the correlation between metabolic parameters of 18F-FDG PET/CT and major pathologic response (MPR) was analyzed. All metabolic parameters were compared to treatment response and correlated to PFS and OS. RESULTS In total of fifty one patients, MPR was achieved in 25(49%, 25/51) patients after neoadjuvant therapy. The metabolic parameters of Scan-1 were not correlated with MPR.The degree of pathological regression was negatively correlated with SULmax, SULpeak, MTV, TLG, T/N ratio of scan-2, and the percentage changes of the ΔSULmax%, ΔSULpeak%, ΔMTV%,ΔTLG%,ΔT/N ratio% after neoadjuvant therapy (p < 0.05). According to PERCIST, 36 patients (70.6%, 36/51) showed PMR, 12 patients(23.5%, 12/51) had stable metabolic disease(SMD), and 3 patients(5.9%, 3/51) had progressive metabolic disease (PMD). ROC indicated that all of scan-2 metabolic parameters and the percentage changes of metabolic parameters had ability to predict MPR and non-MPR, SULmax and T/N ratio of scan-2 had the best differentiation ability.The accuracy of RECIST 1.1 and PERCIST criteria were no statistical significance(p = 0.91). On univariate analysis, ΔMTV% has the highest correlation with PFS. CONCLUSIONS Metabolic response by 18F-FDG PET/CT can predict MPR to neoadjuvant immunochemotherapy in resectable NSCLC. ΔMTV% was significantly correlated with PFS.
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Affiliation(s)
- Rui Guo
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Nuclear Medicine, NMPA Key Laboratory for Research and Evaluation of Radiopharmaceuticals (National Medical Products Administration), Peking University Cancer Hospital & Institute, Beijing, China
| | - Wanpu Yan
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Thoracic Surgery I, Peking University Cancer Hospital & Institute, No. 52, Fucheng Road, Haidian District, Beijing, 100142, China
| | - Fei Wang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Nuclear Medicine, NMPA Key Laboratory for Research and Evaluation of Radiopharmaceuticals (National Medical Products Administration), Peking University Cancer Hospital & Institute, Beijing, China
| | - Hua Su
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Nuclear Medicine, NMPA Key Laboratory for Research and Evaluation of Radiopharmaceuticals (National Medical Products Administration), Peking University Cancer Hospital & Institute, Beijing, China
| | - Xiangxi Meng
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Nuclear Medicine, NMPA Key Laboratory for Research and Evaluation of Radiopharmaceuticals (National Medical Products Administration), Peking University Cancer Hospital & Institute, Beijing, China
| | - Qing Xie
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Nuclear Medicine, NMPA Key Laboratory for Research and Evaluation of Radiopharmaceuticals (National Medical Products Administration), Peking University Cancer Hospital & Institute, Beijing, China
| | - Wei Zhao
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Nuclear Medicine, NMPA Key Laboratory for Research and Evaluation of Radiopharmaceuticals (National Medical Products Administration), Peking University Cancer Hospital & Institute, Beijing, China
| | - Zhi Yang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Nuclear Medicine, NMPA Key Laboratory for Research and Evaluation of Radiopharmaceuticals (National Medical Products Administration), Peking University Cancer Hospital & Institute, Beijing, China.
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers, Beijing Key Laboratory of Carcinogenesis and Translational Research, Department of Nuclear Medicine, Peking University Cancer Hospital & Institute, Beijing, 100142, China.
| | - Nan Li
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Nuclear Medicine, NMPA Key Laboratory for Research and Evaluation of Radiopharmaceuticals (National Medical Products Administration), Peking University Cancer Hospital & Institute, Beijing, China.
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Pöttgen C, Gauler T, Bellendorf A, Guberina M, Bockisch A, Schwenzer N, Heinzelmann F, Cordes S, Schuler MH, Welter S, Stamatis G, Friedel G, Darwiche K, Jöckel KH, Eberhardt W, Stuschke M. Standardized Uptake Decrease on [18F]-Fluorodeoxyglucose Positron Emission Tomography After Neoadjuvant Chemotherapy Is a Prognostic Classifier for Long-Term Outcome After Multimodality Treatment: Secondary Analysis of a Randomized Trial for Resectable Stage IIIA/B Non-Small-Cell Lung Cancer. J Clin Oncol 2016; 34:2526-33. [PMID: 27247220 DOI: 10.1200/jco.2015.65.5167] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
PURPOSE A confirmatory analysis was performed to determine the prognostic value of metabolic response during induction chemotherapy followed by bimodality/trimodality treatment of patients with operable locally advanced non-small-cell lung cancer. PATIENTS AND METHODS Patients with potentially operable stage IIIA(N2) or selected stage IIIB non-small-cell lung cancer received three cycles of cisplatin/paclitaxel (induction chemotherapy) followed by neoadjuvant radiochemotherapy (RCT) to 45 Gy (1.5 Gy twice per day concurrent cisplatin/vinorelbine) within the ESPATUE (Phase III Study of Surgery Versus Definitive Concurrent Chemoradiotherapy Boost in Patients With Resectable Stage IIIA[N2] and Selected IIIB Non-Small-Cell Lung Cancer After Induction Chemotherapy and Concurrent Chemoradiotherapy) trial. Positron emission tomography scans were recommended before (t0) and after (t2) induction chemotherapy. Patients who were eligible for surgery after neoadjuvant RCT were randomly assigned to definitive RCT or surgery. The prognostic value of percentage of maximum standardized uptake value (%SUVmax) remaining in the primary tumor after induction chemotherapy-%SUVremaining = SUVmax(t2)/SUVmax(t0)-was assessed by proportional hazard analysis and receiver operating characteristic analysis. RESULTS Overall, 161 patients were randomly assigned (155 from the Essen and Tübingen centers), and 124 of these received positron emission tomography scans at t0 and t2. %SUVremaining as a continuous variable was prognostic for the three end points of overall survival, progression-free survival, and freedom from extracerebral progression in univariable and multivariable analysis (P < .016). The respective hazard ratios per 50% increase in %SUVremaining from multivariable analysis were 2.3 (95% CI, 1.5 to 3.4; P < .001), 1.8 (95% CI, 1.3 to 2.5; P < .001), and 1.8 (95% CI, 1.2 to 2.7; P = .006) for the three end points. %SUVremaining dichotomized at a cut point of maximum sum of sensitivity and specificity from receiver operating characteristic analysis at 36 months was also prognostic. Exploratory analysis revealed that %SUVremaining was likewise prognostic for overall survival in both treatment arms and was more closely associated with extracerebral distant metastases (P = .016) than with isolated locoregional relapses (P = .97). CONCLUSION %SUVremaining is a predictor for survival and other end points after multimodality treatment and can serve as a parameter for treatment stratification after induction chemotherapy or for evaluation of adjuvant new systemic treatment options for high-risk patients.
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Affiliation(s)
- Christoph Pöttgen
- Christoph Pöttgen, Thomas Gauler, Alexander Bellendorf, Maja Guberina, Andreas Bockisch, Sebastian Cordes, Martin H. Schuler, Karl-Heinz Jöckel, Wilfried Eberhardt, and Martin Stuschke, University Hospital Essen; University of Duisburg-Essen; Stefan Welter, Georgios Stamatis, and Kaid Darwiche, Ruhrlandklinik, Essen; Nina Schwenzer and Frank Heinzelmann, University Hospital Tübingen; University of Tübingen, Tübingen; and Godehard Friedel, Robert-Bosch-Krankenhaus; Klinikum Schillerhöhe, Gerlingen, Germany
| | - Thomas Gauler
- Christoph Pöttgen, Thomas Gauler, Alexander Bellendorf, Maja Guberina, Andreas Bockisch, Sebastian Cordes, Martin H. Schuler, Karl-Heinz Jöckel, Wilfried Eberhardt, and Martin Stuschke, University Hospital Essen; University of Duisburg-Essen; Stefan Welter, Georgios Stamatis, and Kaid Darwiche, Ruhrlandklinik, Essen; Nina Schwenzer and Frank Heinzelmann, University Hospital Tübingen; University of Tübingen, Tübingen; and Godehard Friedel, Robert-Bosch-Krankenhaus; Klinikum Schillerhöhe, Gerlingen, Germany
| | - Alexander Bellendorf
- Christoph Pöttgen, Thomas Gauler, Alexander Bellendorf, Maja Guberina, Andreas Bockisch, Sebastian Cordes, Martin H. Schuler, Karl-Heinz Jöckel, Wilfried Eberhardt, and Martin Stuschke, University Hospital Essen; University of Duisburg-Essen; Stefan Welter, Georgios Stamatis, and Kaid Darwiche, Ruhrlandklinik, Essen; Nina Schwenzer and Frank Heinzelmann, University Hospital Tübingen; University of Tübingen, Tübingen; and Godehard Friedel, Robert-Bosch-Krankenhaus; Klinikum Schillerhöhe, Gerlingen, Germany
| | - Maja Guberina
- Christoph Pöttgen, Thomas Gauler, Alexander Bellendorf, Maja Guberina, Andreas Bockisch, Sebastian Cordes, Martin H. Schuler, Karl-Heinz Jöckel, Wilfried Eberhardt, and Martin Stuschke, University Hospital Essen; University of Duisburg-Essen; Stefan Welter, Georgios Stamatis, and Kaid Darwiche, Ruhrlandklinik, Essen; Nina Schwenzer and Frank Heinzelmann, University Hospital Tübingen; University of Tübingen, Tübingen; and Godehard Friedel, Robert-Bosch-Krankenhaus; Klinikum Schillerhöhe, Gerlingen, Germany
| | - Andreas Bockisch
- Christoph Pöttgen, Thomas Gauler, Alexander Bellendorf, Maja Guberina, Andreas Bockisch, Sebastian Cordes, Martin H. Schuler, Karl-Heinz Jöckel, Wilfried Eberhardt, and Martin Stuschke, University Hospital Essen; University of Duisburg-Essen; Stefan Welter, Georgios Stamatis, and Kaid Darwiche, Ruhrlandklinik, Essen; Nina Schwenzer and Frank Heinzelmann, University Hospital Tübingen; University of Tübingen, Tübingen; and Godehard Friedel, Robert-Bosch-Krankenhaus; Klinikum Schillerhöhe, Gerlingen, Germany
| | - Nina Schwenzer
- Christoph Pöttgen, Thomas Gauler, Alexander Bellendorf, Maja Guberina, Andreas Bockisch, Sebastian Cordes, Martin H. Schuler, Karl-Heinz Jöckel, Wilfried Eberhardt, and Martin Stuschke, University Hospital Essen; University of Duisburg-Essen; Stefan Welter, Georgios Stamatis, and Kaid Darwiche, Ruhrlandklinik, Essen; Nina Schwenzer and Frank Heinzelmann, University Hospital Tübingen; University of Tübingen, Tübingen; and Godehard Friedel, Robert-Bosch-Krankenhaus; Klinikum Schillerhöhe, Gerlingen, Germany
| | - Frank Heinzelmann
- Christoph Pöttgen, Thomas Gauler, Alexander Bellendorf, Maja Guberina, Andreas Bockisch, Sebastian Cordes, Martin H. Schuler, Karl-Heinz Jöckel, Wilfried Eberhardt, and Martin Stuschke, University Hospital Essen; University of Duisburg-Essen; Stefan Welter, Georgios Stamatis, and Kaid Darwiche, Ruhrlandklinik, Essen; Nina Schwenzer and Frank Heinzelmann, University Hospital Tübingen; University of Tübingen, Tübingen; and Godehard Friedel, Robert-Bosch-Krankenhaus; Klinikum Schillerhöhe, Gerlingen, Germany
| | - Sebastian Cordes
- Christoph Pöttgen, Thomas Gauler, Alexander Bellendorf, Maja Guberina, Andreas Bockisch, Sebastian Cordes, Martin H. Schuler, Karl-Heinz Jöckel, Wilfried Eberhardt, and Martin Stuschke, University Hospital Essen; University of Duisburg-Essen; Stefan Welter, Georgios Stamatis, and Kaid Darwiche, Ruhrlandklinik, Essen; Nina Schwenzer and Frank Heinzelmann, University Hospital Tübingen; University of Tübingen, Tübingen; and Godehard Friedel, Robert-Bosch-Krankenhaus; Klinikum Schillerhöhe, Gerlingen, Germany
| | - Martin H Schuler
- Christoph Pöttgen, Thomas Gauler, Alexander Bellendorf, Maja Guberina, Andreas Bockisch, Sebastian Cordes, Martin H. Schuler, Karl-Heinz Jöckel, Wilfried Eberhardt, and Martin Stuschke, University Hospital Essen; University of Duisburg-Essen; Stefan Welter, Georgios Stamatis, and Kaid Darwiche, Ruhrlandklinik, Essen; Nina Schwenzer and Frank Heinzelmann, University Hospital Tübingen; University of Tübingen, Tübingen; and Godehard Friedel, Robert-Bosch-Krankenhaus; Klinikum Schillerhöhe, Gerlingen, Germany
| | - Stefan Welter
- Christoph Pöttgen, Thomas Gauler, Alexander Bellendorf, Maja Guberina, Andreas Bockisch, Sebastian Cordes, Martin H. Schuler, Karl-Heinz Jöckel, Wilfried Eberhardt, and Martin Stuschke, University Hospital Essen; University of Duisburg-Essen; Stefan Welter, Georgios Stamatis, and Kaid Darwiche, Ruhrlandklinik, Essen; Nina Schwenzer and Frank Heinzelmann, University Hospital Tübingen; University of Tübingen, Tübingen; and Godehard Friedel, Robert-Bosch-Krankenhaus; Klinikum Schillerhöhe, Gerlingen, Germany
| | - Georgios Stamatis
- Christoph Pöttgen, Thomas Gauler, Alexander Bellendorf, Maja Guberina, Andreas Bockisch, Sebastian Cordes, Martin H. Schuler, Karl-Heinz Jöckel, Wilfried Eberhardt, and Martin Stuschke, University Hospital Essen; University of Duisburg-Essen; Stefan Welter, Georgios Stamatis, and Kaid Darwiche, Ruhrlandklinik, Essen; Nina Schwenzer and Frank Heinzelmann, University Hospital Tübingen; University of Tübingen, Tübingen; and Godehard Friedel, Robert-Bosch-Krankenhaus; Klinikum Schillerhöhe, Gerlingen, Germany
| | - Godehard Friedel
- Christoph Pöttgen, Thomas Gauler, Alexander Bellendorf, Maja Guberina, Andreas Bockisch, Sebastian Cordes, Martin H. Schuler, Karl-Heinz Jöckel, Wilfried Eberhardt, and Martin Stuschke, University Hospital Essen; University of Duisburg-Essen; Stefan Welter, Georgios Stamatis, and Kaid Darwiche, Ruhrlandklinik, Essen; Nina Schwenzer and Frank Heinzelmann, University Hospital Tübingen; University of Tübingen, Tübingen; and Godehard Friedel, Robert-Bosch-Krankenhaus; Klinikum Schillerhöhe, Gerlingen, Germany
| | - Kaid Darwiche
- Christoph Pöttgen, Thomas Gauler, Alexander Bellendorf, Maja Guberina, Andreas Bockisch, Sebastian Cordes, Martin H. Schuler, Karl-Heinz Jöckel, Wilfried Eberhardt, and Martin Stuschke, University Hospital Essen; University of Duisburg-Essen; Stefan Welter, Georgios Stamatis, and Kaid Darwiche, Ruhrlandklinik, Essen; Nina Schwenzer and Frank Heinzelmann, University Hospital Tübingen; University of Tübingen, Tübingen; and Godehard Friedel, Robert-Bosch-Krankenhaus; Klinikum Schillerhöhe, Gerlingen, Germany
| | - Karl-Heinz Jöckel
- Christoph Pöttgen, Thomas Gauler, Alexander Bellendorf, Maja Guberina, Andreas Bockisch, Sebastian Cordes, Martin H. Schuler, Karl-Heinz Jöckel, Wilfried Eberhardt, and Martin Stuschke, University Hospital Essen; University of Duisburg-Essen; Stefan Welter, Georgios Stamatis, and Kaid Darwiche, Ruhrlandklinik, Essen; Nina Schwenzer and Frank Heinzelmann, University Hospital Tübingen; University of Tübingen, Tübingen; and Godehard Friedel, Robert-Bosch-Krankenhaus; Klinikum Schillerhöhe, Gerlingen, Germany
| | - Wilfried Eberhardt
- Christoph Pöttgen, Thomas Gauler, Alexander Bellendorf, Maja Guberina, Andreas Bockisch, Sebastian Cordes, Martin H. Schuler, Karl-Heinz Jöckel, Wilfried Eberhardt, and Martin Stuschke, University Hospital Essen; University of Duisburg-Essen; Stefan Welter, Georgios Stamatis, and Kaid Darwiche, Ruhrlandklinik, Essen; Nina Schwenzer and Frank Heinzelmann, University Hospital Tübingen; University of Tübingen, Tübingen; and Godehard Friedel, Robert-Bosch-Krankenhaus; Klinikum Schillerhöhe, Gerlingen, Germany
| | - Martin Stuschke
- Christoph Pöttgen, Thomas Gauler, Alexander Bellendorf, Maja Guberina, Andreas Bockisch, Sebastian Cordes, Martin H. Schuler, Karl-Heinz Jöckel, Wilfried Eberhardt, and Martin Stuschke, University Hospital Essen; University of Duisburg-Essen; Stefan Welter, Georgios Stamatis, and Kaid Darwiche, Ruhrlandklinik, Essen; Nina Schwenzer and Frank Heinzelmann, University Hospital Tübingen; University of Tübingen, Tübingen; and Godehard Friedel, Robert-Bosch-Krankenhaus; Klinikum Schillerhöhe, Gerlingen, Germany.
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Pöttgen C, Stuschke M, Graupner B, Theegarten D, Gauler T, Jendrossek V, Freitag L, Jawad JA, Gkika E, Wohlschlaeger J, Welter S, Hoiczyk M, Schuler M, Stamatis G, Eberhardt W. Prognostic model for long-term survival of locally advanced non-small-cell lung cancer patients after neoadjuvant radiochemotherapy and resection integrating clinical and histopathologic factors. BMC Cancer 2015; 15:363. [PMID: 25943191 PMCID: PMC4428235 DOI: 10.1186/s12885-015-1389-4] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2014] [Accepted: 04/28/2015] [Indexed: 12/25/2022] Open
Abstract
Background Outcome of consecutive patients with locally advanced non-small cell lung cancer and histopathologically proven mediastional lymph node metastases treated with induction chemotherapy, neoadjuvant radiochemotherapy and thoracotomy at the West German Cancer Center between 08/2000 and 06/2012 was analysed. A clinico-pathological prognostic model for survival was built including partial or complete response according to computed tomography imaging (CT) as clinical parameters as well as pathologic complete remission (pCR) and mediastinal nodal clearance (MNC) as histopathologic factors. Methods Proportional hazard analysis (PHA) and recursive partitioning analysis (RPA) were used to identify prognostic factors for survival. Long-term survival was defined as survival ≥ 36 months. Results A total of 157 patients were treated, median follow-up was 97 months. Among these patients, pCR and MNC were observed in 41 and 85 patients, respectively. Overall survival was 56 ± 4% and 36 ± 4% at 24 and 60 months, respectively. Sensitivities of pCR and MNC to detect long-term survivors were 38% and 61%, specificities were 84% and 52%, respectively. Multivariable survival analysis revealed pCR, cN3 category, and gender, as prognostic factors at a level of α < 0.05. Considering only preoperative available parameters, CT response became significant. Classifying patients with a predicted hazard above the median as high risk group and the remaining as low risk patients yielded better separation of the survival curves by the inclusion of histopathologic factors than by preoperative factors alone (p < 0.0001, log rank test). Using RPA, pCR was identified as the top prognostic factor above clinical factors (p = 0.0006). No long term survivors were observed in patients with cT3-4 cN3 tumors without pCR. Conclusions pCR is the dominant histopathologic response parameter and improves prognostic classifiers, based on clinical parameters. The validated prognostic model can be used to estimate individual prognosis and forms a basis for patient selection for treatment intensification.
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Affiliation(s)
- Christoph Pöttgen
- Department of Radiotherapy, West German Cancer Center, University of Duisburg-Essen, Essen, Germany.
| | - Martin Stuschke
- Department of Radiotherapy, West German Cancer Center, University of Duisburg-Essen, Essen, Germany. .,German Cancer Consortium (DKTK), Heidelberg, Germany.
| | - Britta Graupner
- Department of Radiotherapy, West German Cancer Center, University of Duisburg-Essen, Essen, Germany.
| | - Dirk Theegarten
- Institute of Pathology and Neuropathology, West German Cancer Center, University of Duisburg-Essen, Essen, Germany.
| | - Thomas Gauler
- Department of Medical Oncology, West German Cancer Center, University of Duisburg-Essen, Essen, Germany.
| | - Verena Jendrossek
- Institute of Cell Biology (Cancer Research), University of Duisburg-Essen, Essen, Germany.
| | - Lutz Freitag
- Division of Interventional Pneumology, Ruhrlandklinik,West German Lung Center, University of Duisburg-Essen, Essen, Germany.
| | - Jehad Abu Jawad
- Department of Radiotherapy, West German Cancer Center, University of Duisburg-Essen, Essen, Germany.
| | - Eleni Gkika
- Department of Radiotherapy, West German Cancer Center, University of Duisburg-Essen, Essen, Germany.
| | - Jeremias Wohlschlaeger
- Institute of Pathology and Neuropathology, West German Cancer Center, University of Duisburg-Essen, Essen, Germany.
| | - Stefan Welter
- Division of Thoracic Surgery and Thoracic Endoscopy, Ruhrlandklinik, West German Lung Center, University of Duisburg-Essen, Essen, Germany.
| | - Matthias Hoiczyk
- Department of Medical Oncology, West German Cancer Center, University of Duisburg-Essen, Essen, Germany.
| | - Martin Schuler
- Department of Medical Oncology, West German Cancer Center, University of Duisburg-Essen, Essen, Germany. .,Division of Thoracic Oncology, Ruhrlandklinik, West German Lung Center, University of Duisburg-Essen, Essen, Germany. .,German Cancer Consortium (DKTK), Heidelberg, Germany.
| | - Georgios Stamatis
- Division of Thoracic Surgery and Thoracic Endoscopy, Ruhrlandklinik, West German Lung Center, University of Duisburg-Essen, Essen, Germany.
| | - Wilfried Eberhardt
- Department of Medical Oncology, West German Cancer Center, University of Duisburg-Essen, Essen, Germany. .,Division of Thoracic Surgery and Thoracic Endoscopy, Ruhrlandklinik, West German Lung Center, University of Duisburg-Essen, Essen, Germany.
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