1
|
Rheinheimer S, Christopoulos P, Erdmann S, Saupe J, Golpon H, Vogel-Claussen J, Dinkel J, Thomas M, Heussel CP, Kauczor HU, Heussel G. Dynamic contrast enhanced MRI of pulmonary adenocarcinomas for early risk stratification: higher contrast uptake associated with response and better prognosis. BMC Med Imaging 2022; 22:215. [PMID: 36471318 PMCID: PMC9724354 DOI: 10.1186/s12880-022-00943-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Accepted: 11/28/2022] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND To explore the prognostic value of serial dynamic contrast-enhanced (DCE) MRI in patients with advanced pulmonary adenocarcinoma undergoing first-line therapy with either tyrosine-kinase inhibitors (TKI) or platinum-based chemotherapy (PBC). METHODS Patients underwent baseline (day 0, n = 98), and post-therapeutic DCE MRI (PBC: day + 1, n = 52); TKI: day + 7, n = 46) at 1.5T. Perfusion curves were acquired at 10, 40, and 70 s after contrast application and analysed semiquantitatively. Treatment response was evaluated at 6 weeks by CT (RECIST 1.1); progression-free survival (PFS) and overall survival were analysed with respect to clinical and perfusion parameters. Relative uptake was defined as signal difference between contrast and non-contrast images, divided by the non-contrast signal. Predictors of survival were selected using Cox regression analysis. Median follow-up was 825 days. RESULTS In pre-therapeutic and early post-therapeutic MRI, treatment responders (n = 27) showed significantly higher relative contrast uptake within the tumor at 70 s after application as compared to non-responders (n = 71, p ≤ 0.02), response defined as PR by RECIST 1.1 at 6 weeks. There was no significant change of perfusion at early MRI after treatment. In multivariate regression analysis of selected parameters, the strongest association with PFS were relative uptake at 40 s in the early post-treatment MRI and pre-treatment clinical data (presence of liver metastases, ECOG performance status). CONCLUSION Higher contrast uptake within the tumor at pre-treatment and early post-treatment MRI was associated with treatment response and better prognosis. DCE MRI of pulmonary adenocarcinoma may provide important prognostic information.
Collapse
Affiliation(s)
- Stephan Rheinheimer
- grid.7700.00000 0001 2190 4373Diagnostic and Interventional Radiology with Nuclear Medicine, Thoraxklinik at University of Heidelberg, Röntgenstrasse 1, 69126 Heidelberg, Germany ,grid.5253.10000 0001 0328 4908Diagnostic and Interventional Radiology, University Hospital Heidelberg, Im Neuenheimer Feld 420, 69120 Heidelberg, Germany ,grid.7700.00000 0001 2190 4373Translational Lung Research Center Heidelberg (TLRC), University of Heidelberg, Im Neuenheimer Feld 420, 69120 Heidelberg, Germany ,Radiology, Asklepios Hospital Munich, Robert-Koch-Allee 2, 82131 Gauting, Germany
| | - Petros Christopoulos
- grid.7700.00000 0001 2190 4373Translational Lung Research Center Heidelberg (TLRC), University of Heidelberg, Im Neuenheimer Feld 420, 69120 Heidelberg, Germany ,grid.7700.00000 0001 2190 4373Thoracic Oncology, Thoraxklinik at University of Heidelberg, Röntgenstrasse 1, 69126 Heidelberg, Germany ,grid.452624.3German Center for Lung Research (DZL), Giessen, Germany
| | - Stella Erdmann
- Medical Biometry, Institute of Medical Biometry, Im Neuenheimer Feld 130.3, 69120 Heidelberg, Germany ,grid.452624.3German Center for Lung Research (DZL), Giessen, Germany
| | - Julia Saupe
- grid.7700.00000 0001 2190 4373Diagnostic and Interventional Radiology with Nuclear Medicine, Thoraxklinik at University of Heidelberg, Röntgenstrasse 1, 69126 Heidelberg, Germany ,grid.5253.10000 0001 0328 4908Diagnostic and Interventional Radiology, University Hospital Heidelberg, Im Neuenheimer Feld 420, 69120 Heidelberg, Germany ,grid.7700.00000 0001 2190 4373Translational Lung Research Center Heidelberg (TLRC), University of Heidelberg, Im Neuenheimer Feld 420, 69120 Heidelberg, Germany ,grid.452624.3German Center for Lung Research (DZL), Giessen, Germany
| | - Heiko Golpon
- grid.7700.00000 0001 2190 4373Translational Lung Research Center Heidelberg (TLRC), University of Heidelberg, Im Neuenheimer Feld 420, 69120 Heidelberg, Germany ,grid.10423.340000 0000 9529 9877Department of Respiratory Medicine, Hannover Medical School, Carl-Neuberg-Str. 1, 30625 Hannover, Germany ,grid.452624.3German Center for Lung Research (DZL), Giessen, Germany
| | - Jens Vogel-Claussen
- grid.7700.00000 0001 2190 4373Translational Lung Research Center Heidelberg (TLRC), University of Heidelberg, Im Neuenheimer Feld 420, 69120 Heidelberg, Germany ,Diagnostic and Interventional Radiology and Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), Carl-Neuberg-Str. 1, 30625 Hannover, Germany ,grid.10423.340000 0000 9529 9877Institute of Diagnostic and Interventional Radiology, Hannover Medical School, Carl-Neuberg-Str. 1, 30625 Hannover, Germany ,grid.452624.3German Center for Lung Research (DZL), Giessen, Germany
| | - Julien Dinkel
- grid.7700.00000 0001 2190 4373Translational Lung Research Center Heidelberg (TLRC), University of Heidelberg, Im Neuenheimer Feld 420, 69120 Heidelberg, Germany ,Radiology, Asklepios Hospital Munich, Robert-Koch-Allee 2, 82131 Gauting, Germany ,grid.452624.3German Center for Lung Research (DZL), Giessen, Germany
| | - Michael Thomas
- grid.7700.00000 0001 2190 4373Translational Lung Research Center Heidelberg (TLRC), University of Heidelberg, Im Neuenheimer Feld 420, 69120 Heidelberg, Germany ,grid.7700.00000 0001 2190 4373Thoracic Oncology, Thoraxklinik at University of Heidelberg, Röntgenstrasse 1, 69126 Heidelberg, Germany ,grid.452624.3German Center for Lung Research (DZL), Giessen, Germany
| | - Claus Peter Heussel
- grid.7700.00000 0001 2190 4373Diagnostic and Interventional Radiology with Nuclear Medicine, Thoraxklinik at University of Heidelberg, Röntgenstrasse 1, 69126 Heidelberg, Germany ,grid.5253.10000 0001 0328 4908Diagnostic and Interventional Radiology, University Hospital Heidelberg, Im Neuenheimer Feld 420, 69120 Heidelberg, Germany ,grid.7700.00000 0001 2190 4373Translational Lung Research Center Heidelberg (TLRC), University of Heidelberg, Im Neuenheimer Feld 420, 69120 Heidelberg, Germany ,grid.452624.3German Center for Lung Research (DZL), Giessen, Germany
| | - Hans-Ulrich Kauczor
- grid.5253.10000 0001 0328 4908Diagnostic and Interventional Radiology, University Hospital Heidelberg, Im Neuenheimer Feld 420, 69120 Heidelberg, Germany ,grid.7700.00000 0001 2190 4373Translational Lung Research Center Heidelberg (TLRC), University of Heidelberg, Im Neuenheimer Feld 420, 69120 Heidelberg, Germany ,grid.452624.3German Center for Lung Research (DZL), Giessen, Germany
| | - Gudula Heussel
- grid.7700.00000 0001 2190 4373Diagnostic and Interventional Radiology with Nuclear Medicine, Thoraxklinik at University of Heidelberg, Röntgenstrasse 1, 69126 Heidelberg, Germany ,grid.7700.00000 0001 2190 4373Thoracic Oncology, Thoraxklinik at University of Heidelberg, Röntgenstrasse 1, 69126 Heidelberg, Germany ,grid.452624.3German Center for Lung Research (DZL), Giessen, Germany
| |
Collapse
|
2
|
Guo H, Xu K, Duan G, Wen L, He Y. Progress and future prospective of FDG-PET/CT imaging combined with optimized procedures in lung cancer: toward precision medicine. Ann Nucl Med 2021; 36:1-14. [PMID: 34727331 DOI: 10.1007/s12149-021-01683-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Accepted: 09/30/2021] [Indexed: 12/19/2022]
Abstract
With a 5-year overall survival of approximately 20%, lung cancer has always been the number one cancer-specific killer all over the world. As a fusion of positron emission computed tomography (PET) and computed tomography (CT), PET/CT has revolutionized cancer imaging over the past 20 years. In this review, we focused on the optimization of the function of 18F-flurodeoxyglucose (FDG)-PET/CT in diagnosis, prognostic prediction and therapy management of lung cancers by computer programs. FDG-PET/CT has demonstrated a surprising role in development of therapeutic biomarkers, prediction of therapeutic responses and long-term survival, which could be conducive to solving existing dilemmas. Meanwhile, novel tracers and optimized procedures are also developed to control the quality and improve the effect of PET/CT. With the continuous development of some new imaging agents and their clinical applications, application value of PET/CT has broad prospects in this area.
Collapse
Affiliation(s)
- Haoyue Guo
- Department of Medical Oncology, Shanghai Pulmonary Hospital, Tongji University Medical School Cancer Institute, Tongji University School of Medicine, No. 507 Zhengmin Road, Shanghai, 200433, China
- School of Medicine, Tongji University, No. 1239 Siping Road, Shanghai, 200092, China
| | - Kandi Xu
- Department of Medical Oncology, Shanghai Pulmonary Hospital, Tongji University Medical School Cancer Institute, Tongji University School of Medicine, No. 507 Zhengmin Road, Shanghai, 200433, China
- School of Medicine, Tongji University, No. 1239 Siping Road, Shanghai, 200092, China
| | - Guangxin Duan
- State Key Laboratory of Radiation Medicine and Protection, School for Radiological and Interdisciplinary Sciences (RAD-X), Collaborative Innovation Center of Radiation Medicine of Jiangsu Higher Education Institutions, Soochow University, Suzhou, 215123, China
| | - Ling Wen
- Department of Radiology, The First Affiliated Hospital of Soochow University, Suzhou, 215000, China.
| | - Yayi He
- Department of Medical Oncology, Shanghai Pulmonary Hospital, Tongji University Medical School Cancer Institute, Tongji University School of Medicine, No. 507 Zhengmin Road, Shanghai, 200433, China.
- School of Medicine, Tongji University, No. 1239 Siping Road, Shanghai, 200092, China.
| |
Collapse
|