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He J, Tanei ZI, Wu DS, Wang L, Oda Y, Tsuda M, Tanaka S. Distinct characteristics of brain metastasis in lung adenocarcinoma: development of high-confidence cell lines. Acta Neuropathol Commun 2025; 13:109. [PMID: 40399969 PMCID: PMC12093710 DOI: 10.1186/s40478-025-02038-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2025] [Accepted: 05/10/2025] [Indexed: 05/23/2025] Open
Abstract
Lung cancer is a leading cause of cancer-related deaths worldwide, with brain metastasis occurring in approximately 30-55% of patients, particularly in lung adenocarcinoma. Due to the challenges in obtaining genuine brain metastasis tumor cells, researchers commonly use nude mouse models to establish brain metastasis cell lines, though traditional methods have limitations such as high costs, lengthy timeframes, and the need for specialized imaging equipment. To address these issues, we developed an improved approach by performing low cell number circulating intracranial injections (500-4000 cells) in nude mice, successfully establishing the H1975-BM1, BM2, and BM3 cell lines. Through RNA sequencing and bioinformatics analyses, we identified transcriptomic differences among these cell lines, revealing that H1975-BM1 cells primarily exhibit stem cell function and migration characteristics, while H1975-BM3 cells display enhanced chemotaxis, cell adhesion, and cytokine secretion associated with interactions. Experimental validation, including Transwell assays, CCK8, cell adhesion assays, and subcutaneous tumor implantation in nude mice, further confirmed these findings, with H1975-BM3 forming larger tumors and a more pronounced secretion cystic cavity. In conclusion, our improved methodology successfully established high-confidence brain metastasis lung adenocarcinoma cell lines, elucidating distinct transcriptomic and functional characteristics at different stages of brain metastasis progression.
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Affiliation(s)
- Jintao He
- Department of Cancer Pathology, Faculty of Medicine, Hokkaido University, Sapporo, Japan
| | - Zen-Ichi Tanei
- Department of Cancer Pathology, Faculty of Medicine, Hokkaido University, Sapporo, Japan.
- Department of Surgical Pathology, Hokkaido University Hospital, Sapporo, Japan.
| | - Dao-Sian Wu
- School of Medicine, College of Medicine, Taipei Medical University, Taipei, 110301, Taiwan ROC
| | - Lei Wang
- Department of Cancer Pathology, Faculty of Medicine, Hokkaido University, Sapporo, Japan
- Institute for Chemical Reaction Design and Discovery (WPI-ICReDD), Hokkaido University, Sapporo, Japan
| | - Yoshitaka Oda
- Department of Cancer Pathology, Faculty of Medicine, Hokkaido University, Sapporo, Japan
- Department of Surgical Pathology, Hokkaido University Hospital, Sapporo, Japan
| | - Masumi Tsuda
- Department of Cancer Pathology, Faculty of Medicine, Hokkaido University, Sapporo, Japan
- Institute for Chemical Reaction Design and Discovery (WPI-ICReDD), Hokkaido University, Sapporo, Japan
| | - Shinya Tanaka
- Department of Cancer Pathology, Faculty of Medicine, Hokkaido University, Sapporo, Japan
- Department of Surgical Pathology, Hokkaido University Hospital, Sapporo, Japan
- Institute for Chemical Reaction Design and Discovery (WPI-ICReDD), Hokkaido University, Sapporo, Japan
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2
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Randjelovic N, Petronijevic M, Calamac M, Peulic M, Filipovic B, Mutavdzic V, Djuric A, Rankovic T, Bugarcic M, Canak I, Mikov J, Igrutinovic N, Novak S, Marjanovic M, Perovic J, Urosevic T, Cufer T. Outcomes in Patients with Non-Small-Cell Lung Cancer with Brain Metastases: A Real-World Data Study from a Resource-Limited Country. Cancers (Basel) 2025; 17:1603. [PMID: 40427102 PMCID: PMC12110394 DOI: 10.3390/cancers17101603] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2025] [Revised: 04/29/2025] [Accepted: 05/07/2025] [Indexed: 05/29/2025] Open
Abstract
BACKGROUND Real-world data provide insights into populations underrepresented in clinical trials such as non-small-cell cancer (NSCLC) patients with brain metastases (BMs). Despite global survival improvement due to novel drug employment, their impact in resource-limited settings like Serbia remains underexplored. This study analyzes the overall survival (OS) of NSCLC patients with BMs treated in routine clinical practice, considering patient-, disease- and treatment-related factors amid restricted access to novel drugs. METHODS We retrospectively analyzed 267 NSCLC patients diagnosed with BMs from 2018 to 2022 at a single Serbian clinical center. Inclusion required histologically confirmed NSCLC, radiologically verified BMs and complete clinical data. OS was defined as the time from BM verification to death or last follow-up. Kaplan-Meier curves and Cox regression were used for survival analysis. RESULTS Median OS (mOS) was 5.0 months. Univariate analysis linked age < 65 years, female gender, single BM, asymptomatic BMs, ECOG PS 0-1, BM verification at diagnosis and combined systemic and local therapy to better OS. Combined therapy offered the best survival rates (mOS: 9.0 months), while best supportive care and local-only therapy both resulted in a poor mOS of 2.0 months. Immunotherapy and targeted therapy were associated with the highest mOS, outperforming chemotherapy alone (13.0 vs. 7.0 months, p < 0.001). Multivariate analysis confirmed younger age, single BM, early BM verification and combined therapy as independent predictors of improved survival. CONCLUSIONS limited access to novel therapies remains associated with poor patient survival, highlighting the need for better global availability.
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Affiliation(s)
- Nevena Randjelovic
- Department of Medical Oncology, University Clinical Centre of Kragujevac, 34000 Kragujevac, Serbia; (M.P.); (M.P.); (B.F.); (V.M.); (T.R.)
| | - Marina Petronijevic
- Department of Medical Oncology, University Clinical Centre of Kragujevac, 34000 Kragujevac, Serbia; (M.P.); (M.P.); (B.F.); (V.M.); (T.R.)
| | - Marina Calamac
- Daily Hospital Care, Institute for Oncology and Radiology of Serbia, 11000 Belgrade, Serbia;
| | - Marija Peulic
- Department of Medical Oncology, University Clinical Centre of Kragujevac, 34000 Kragujevac, Serbia; (M.P.); (M.P.); (B.F.); (V.M.); (T.R.)
| | - Biljana Filipovic
- Department of Medical Oncology, University Clinical Centre of Kragujevac, 34000 Kragujevac, Serbia; (M.P.); (M.P.); (B.F.); (V.M.); (T.R.)
| | - Vladan Mutavdzic
- Department of Medical Oncology, University Clinical Centre of Kragujevac, 34000 Kragujevac, Serbia; (M.P.); (M.P.); (B.F.); (V.M.); (T.R.)
| | - Aleksandar Djuric
- Oncology Institute of Vojvodina, 21204 Sremska Kamenica, Serbia; (A.D.); (S.N.); (M.M.); (J.P.); (T.U.)
| | - Teodora Rankovic
- Department of Medical Oncology, University Clinical Centre of Kragujevac, 34000 Kragujevac, Serbia; (M.P.); (M.P.); (B.F.); (V.M.); (T.R.)
| | - Milos Bugarcic
- Institute for Pulmonary Diseases of Vojvodina, 21204 Sremska Kamenica, Serbia; (M.B.); (I.C.); (J.M.)
| | - Ivana Canak
- Institute for Pulmonary Diseases of Vojvodina, 21204 Sremska Kamenica, Serbia; (M.B.); (I.C.); (J.M.)
| | - Jelena Mikov
- Institute for Pulmonary Diseases of Vojvodina, 21204 Sremska Kamenica, Serbia; (M.B.); (I.C.); (J.M.)
| | - Nebojsa Igrutinovic
- Department of Internal Medicine, Faculty of Medical Sciences, University of Kragujevac, 34000 Kragujevac, Serbia;
| | - Stela Novak
- Oncology Institute of Vojvodina, 21204 Sremska Kamenica, Serbia; (A.D.); (S.N.); (M.M.); (J.P.); (T.U.)
| | - Marko Marjanovic
- Oncology Institute of Vojvodina, 21204 Sremska Kamenica, Serbia; (A.D.); (S.N.); (M.M.); (J.P.); (T.U.)
| | - Jelena Perovic
- Oncology Institute of Vojvodina, 21204 Sremska Kamenica, Serbia; (A.D.); (S.N.); (M.M.); (J.P.); (T.U.)
| | - Teodora Urosevic
- Oncology Institute of Vojvodina, 21204 Sremska Kamenica, Serbia; (A.D.); (S.N.); (M.M.); (J.P.); (T.U.)
| | - Tanja Cufer
- Medical Faculty, University of Ljubljana, 1000 Ljubljana, Slovenia;
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3
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Crouzen JA, Zindler JD, Mast ME, Kleijnen JJE, Versluis MC, Hashimzadah M, Kiderlen M, van der Voort van Zyp NCMG, Broekman MLD, Petoukhova AL. Local recurrence and radionecrosis after single-isocenter multiple targets stereotactic radiotherapy for brain metastases. Sci Rep 2025; 15:15722. [PMID: 40325083 PMCID: PMC12053608 DOI: 10.1038/s41598-025-01034-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: 01/14/2025] [Accepted: 05/02/2025] [Indexed: 05/07/2025] Open
Abstract
Stereotactic radiotherapy (SRT) is frequently used to treat brain metastases (BMs). The single-isocenter for multiple targets (SIMT) technique allows for faster treatment of large numbers of BMs, but may adversely affect planning target volume (PTV) coverage due to possible increased positioning uncertainties with an increased isocenter to tumor distance (ITD). This study aims to investigate the association of ITD with local recurrence (LR) and radionecrosis (RN). Patients treated with SRT using a single isocenter for multiple BMs were retrospectively analyzed. Previous cranial radiotherapy and inability to undergo MR imaging were exclusion criteria. Patients were irradiated using a Versa HD LINAC with 6 MV flattening filter-free (FFF) energy and a 6D robotic couch. A non-coplanar volumetric modulated arc technique was used and plans were delivered using 6MV FFF energy. Associations between potential risk factors and LR/RN were investigated with Cox regression analyses. Seventy-five patients with a total of 357 BMs were included. Median survival after SRT was nine months. LR occurred in 7 (9%) patients and 10 (13%) had RN. After 18 months, LR-free survival was 89% and RN-free survival was 85%, respectively. ITD was not significantly associated with LR and RN. GTV was significantly associated with both LR (HR 1.10, 95% CI 1.02-1.17, P 0.0079) and RN (HR 1.09, 95% CI 1.01-1.17, P 0.020). LINAC-based SIMT SRT is a safe and effective treatment modality for patients with multiple BMs. We found no increased risk of LR or RN for BMs located further away from the isocenter.
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Affiliation(s)
- J A Crouzen
- Department of Radiotherapy, Haaglanden Medical Center, Lijnbaan 32, 2512 VA, The Hague, The Netherlands
| | - J D Zindler
- Department of Radiotherapy, Haaglanden Medical Center, Lijnbaan 32, 2512 VA, The Hague, The Netherlands.
- Department of Radiotherapy, HollandPTC, Huismansingel 4, 2629 JH, Delft, The Netherlands.
| | - M E Mast
- Department of Radiotherapy, Haaglanden Medical Center, Lijnbaan 32, 2512 VA, The Hague, The Netherlands
| | - J J E Kleijnen
- Department of Medical Physics, Haaglanden Medical Center, Lijnbaan 32, 2512 VA, The Hague, The Netherlands
| | - M C Versluis
- Department of Radiotherapy, Haaglanden Medical Center, Lijnbaan 32, 2512 VA, The Hague, The Netherlands
| | - M Hashimzadah
- Department of Radiotherapy, Haaglanden Medical Center, Lijnbaan 32, 2512 VA, The Hague, The Netherlands
| | - M Kiderlen
- Department of Radiotherapy, Haaglanden Medical Center, Lijnbaan 32, 2512 VA, The Hague, The Netherlands
| | | | - M L D Broekman
- Department of Neurosurgery, Haaglanden Medical Center, Lijnbaan 32, 2512 VA, The Hague, The Netherlands
- Department of Neurosurgery, Leiden University Medical Center, Albinusdreef 2, 2333 ZA, Leiden, The Netherlands
- Department of Cell and Chemical Biology, Leiden University Medical Center, Albinusdreef 2, 2333 ZA, Leiden, The Netherlands
| | - A L Petoukhova
- Department of Medical Physics, Haaglanden Medical Center, Lijnbaan 32, 2512 VA, The Hague, The Netherlands
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4
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Karlsson AT, Hjermstad MJ, Aass N, Skovlund E, Astrup GL, Kaasa S, Yri OE. Patient-Reported Outcomes Before and After Radiotherapy for Brain Metastases-A Prospective Cohort Study of 239 Non-Small-Cell Lung Cancer Patients. Cancers (Basel) 2025; 17:1529. [PMID: 40361454 PMCID: PMC12072175 DOI: 10.3390/cancers17091529] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2025] [Revised: 04/28/2025] [Accepted: 04/29/2025] [Indexed: 05/15/2025] Open
Abstract
Introduction: Radiotherapy (RT) is a frequently offered treatment option for brain metastases (BMs) in patients with non-small-cell lung cancer (NSCLC). This study presents patient-reported outcomes (PROs) in a cohort of NSCLC with BMs treated with RT. This study researched how PRO scores at the start of RT may be useful in survival estimates and how PROs change over time after RT. Methods: NSCLC patients with first-time BMs treated with RT were identified in a prospective observational study. PROs were collected at the start of RT and monthly for up to 1 year. Differences in PRO mean scores at the start of RT (M0) and at month 2 (M2) after treatment are reported. Prognostic values of PROs were analyzed in a stepwise adjusted Cox model. Results: Of 294 patients identified, 239 (81%) responded at M0; 105/239 (44%) responded at both M0 and M2. High scores for weakness of legs at M0 were associated with short survival when adjusting for performance status and status of extracranial metastases. Those responding at M0 only had worse mean scores for overall QoL and PF but similar scores for fatigue and dyspnea compared to patients responding over time. At M2, patients with <6 months survival after RT reported worse scores for overall QoL, PF, fatigue, and dyspnea; long-term survivors reported stable scores. Conclusions: NSCLC patients diagnosed with BMs and expected survival < 6 months should be offered optimal palliative care rather than RT.
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Affiliation(s)
- Astrid Telhaug Karlsson
- Regional Advisory Unit for Palliative Care, Department of Oncology, Oslo University Hospital (OUH), 0450 Oslo, Norway; (M.J.H.); (N.A.); (G.L.A.); (S.K.); (O.E.Y.)
- European Palliative Research Centre (PRC), Oslo University Hospital (OUH), 0450 Oslo, Norway
| | - Marianne Jensen Hjermstad
- Regional Advisory Unit for Palliative Care, Department of Oncology, Oslo University Hospital (OUH), 0450 Oslo, Norway; (M.J.H.); (N.A.); (G.L.A.); (S.K.); (O.E.Y.)
- European Palliative Research Centre (PRC), Oslo University Hospital (OUH), 0450 Oslo, Norway
| | - Nina Aass
- Regional Advisory Unit for Palliative Care, Department of Oncology, Oslo University Hospital (OUH), 0450 Oslo, Norway; (M.J.H.); (N.A.); (G.L.A.); (S.K.); (O.E.Y.)
- European Palliative Research Centre (PRC), Oslo University Hospital (OUH), 0450 Oslo, Norway
- Department of Oncology, Oslo University Hospital (OUH), 0450 Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, 0025 Oslo, Norway
| | - Eva Skovlund
- Department of Public Health and Nursing, Faculty of Medicine and Health Services, NTNU—Norwegian University of Science and Technology, 7491 Trondheim, Norway;
| | - Guro Lindviksmoen Astrup
- Regional Advisory Unit for Palliative Care, Department of Oncology, Oslo University Hospital (OUH), 0450 Oslo, Norway; (M.J.H.); (N.A.); (G.L.A.); (S.K.); (O.E.Y.)
- European Palliative Research Centre (PRC), Oslo University Hospital (OUH), 0450 Oslo, Norway
- Department of Oncology, Oslo University Hospital (OUH), 0450 Oslo, Norway
| | - Stein Kaasa
- Regional Advisory Unit for Palliative Care, Department of Oncology, Oslo University Hospital (OUH), 0450 Oslo, Norway; (M.J.H.); (N.A.); (G.L.A.); (S.K.); (O.E.Y.)
- European Palliative Research Centre (PRC), Oslo University Hospital (OUH), 0450 Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, 0025 Oslo, Norway
| | - Olav Erich Yri
- Regional Advisory Unit for Palliative Care, Department of Oncology, Oslo University Hospital (OUH), 0450 Oslo, Norway; (M.J.H.); (N.A.); (G.L.A.); (S.K.); (O.E.Y.)
- European Palliative Research Centre (PRC), Oslo University Hospital (OUH), 0450 Oslo, Norway
- Department of Oncology, Oslo University Hospital (OUH), 0450 Oslo, Norway
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5
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Cacho-Díaz B, González-Aguilar A, Reyes-Soto G, Navarro-Fernández JO, Maldonado-Magos F, Arrieta O, Wegman-Ostrosky T, Aboud O, Serrano-Murillo M. Neurological Manifestations of Patients With CNS Metastases: Experience From a Single Center in an Upper-Middle-Income Country. JCO Glob Oncol 2025; 11:e2400465. [PMID: 40267377 DOI: 10.1200/go-24-00465] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2024] [Revised: 01/22/2025] [Accepted: 03/11/2025] [Indexed: 04/25/2025] Open
Abstract
PURPOSE This study aimed to report the neurological manifestations of patients with CNS metastases (CNSm) and to determine their association with survival in patients with brain metastases (BrMs). MATERIALS AND METHODS A retrospective analysis of patients with CNSms (BrMs or neoplastic meningitis) seen at two referral centers between 2010 and 2022. The neurological manifestations and their association with survival were measured and presented. RESULTS Among 822 patients with CNSms, the most common neurological manifestations were headache, focal weakness, visual disorders, nausea/vomiting, seizures, and altered mental status (53%, 35%, 24%, 23%, 22%, and 18%, respectively). In patients with BrMs, neurological manifestations associated with survival were asymptomatic (hazard ratio [HR], 0.48 [95% CI, 0.31 to 0.73]; P = .001), focal weakness (HR, 1.26 [95% CI, 1.02 to 1.54]; P = .027), or visual disorders (HR, 1.26 [95% CI, 1.01 to 1.58]; P = .045). CONCLUSION Neurological manifestations in patients with BrMs are associated with survival and can aid in prognostic stratification.
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Affiliation(s)
- Bernardo Cacho-Díaz
- Unidad de Neuro-Oncología, Instituto Nacional de Cancerología, Mexico City, Mexico
| | | | - Gervith Reyes-Soto
- Unidad de Neuro-Oncología, Instituto Nacional de Cancerología, Mexico City, Mexico
| | | | | | - Oscar Arrieta
- Thoracic Oncology Unit, Instituto Nacional de Cancerología, México City, Mexico
| | | | - Orwa Aboud
- Department of Neurology, Neurological Surgery, and Comprehensive Cancer Center, University of California, Davis, Sacramento, CA
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Kotecha R, La Rosa A, Brown PD, Vogelbaum MA, Navarria P, Bodensohn R, Niyazi M, Karschnia P, Minniti G. Multidisciplinary management strategies for recurrent brain metastasis after prior radiotherapy: An overview. Neuro Oncol 2025; 27:597-615. [PMID: 39495010 PMCID: PMC11889725 DOI: 10.1093/neuonc/noae220] [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] [Indexed: 11/05/2024] Open
Abstract
As cancer patients with intracranial metastatic disease experience increasingly prolonged survival, the diagnosis and management of recurrent brain metastasis pose significant challenges in clinical practice. Prior to deciding upon a management strategy, it is necessary to ascertain whether patients have recurrent/progressive disease vs adverse radiation effect, classify the recurrence as local or distant in the brain, evaluate the extent of intracranial disease (size, number and location of lesions, and brain metastasis velocity), the status of extracranial disease, and enumerate the interval from the last intracranially directed intervention to disease recurrence. A spectrum of salvage local treatment options includes surgery (resection and laser interstitial thermal therapy [LITT]) with or without adjuvant radiotherapy in the forms of external beam radiotherapy, intraoperative radiotherapy, or brachytherapy. Nonoperative salvage local treatments also range from single fraction and fractionated stereotactic radiosurgery (SRS/FSRS) to whole brain radiation therapy (WBRT). Optimal integration of systemic therapies, preferably with central nervous system (CNS) activity, may also require reinterrogation of brain metastasis tissue to identify actionable molecular alterations specific to intracranial progressive disease. Ultimately, the selection of the appropriate management approach necessitates a sophisticated understanding of patient, tumor, and prior treatment-related factors and is often multimodal; hence, interdisciplinary evaluation for such patients is indispensable.
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Affiliation(s)
- Rupesh Kotecha
- Department of Radiation Oncology, Miami Cancer Institute, Baptist Health South Florida, Miami, Florida, USA
- Department of Radiation Oncology, Herbert Wertheim College of Medicine, Florida International University, Miami, Florida, USA
- Department of Translational Medicine, Hebert Wertheim College of Medicine, Florida International University, Miami, Florida, USA
| | - Alonso La Rosa
- Department of Radiation Oncology, Miami Cancer Institute, Baptist Health South Florida, Miami, Florida, USA
- Department of Radiation Oncology, Hospital Universitario La Paz, Madrid, Spain
| | - Paul D Brown
- Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota, USA
| | | | - Pierina Navarria
- Radiotherapy and Radiosurgery Department, Humanitas Clinical and Research Hospital-IRCCS, Rozzano, Milan, Italy
| | - Raphael Bodensohn
- Department of Radiation Oncology, University Hospital Tübingen, Tübingen, Germany
- Center for Neuro-Oncology, Comprehensive Cancer Center Tübingen-Stuttgart, University Hospital Tübingen, Tübingen, Germany
| | - Maximilian Niyazi
- Department of Radiation Oncology, University Hospital Tübingen, Tübingen, Germany
- Center for Neuro-Oncology, Comprehensive Cancer Center Tübingen-Stuttgart, University Hospital Tübingen, Tübingen, Germany
- Department of Radiation Oncology, University Hospital, LMU Munich, Munich, Germany
| | - Philipp Karschnia
- Department of Neurosurgery, Friedrich-Alexander-University, Erlangen-Nuremberg, Germany
- Department of Neurosurgery, Ludwig-Maximilians-University, Munich, Germany
| | - Giuseppe Minniti
- Department of Radiological Sciences, Oncology, and Anatomical Pathology, Sapienza University of Rome, Rome, Italy
- IRCCS Neuromed, Pozzilli (IS), Italy
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Nieder C, Popp I, Grosu AL. External Validation of an Extended Prognostic Assessment Model in Patients With Brain Metastases from Small-cell Lung Cancer. CANCER DIAGNOSIS & PROGNOSIS 2025; 5:171-178. [PMID: 40034954 PMCID: PMC11871855 DOI: 10.21873/cdp.10427] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/02/2024] [Revised: 12/12/2024] [Accepted: 12/13/2024] [Indexed: 03/05/2025]
Abstract
Background/Aim Recently, the small-cell lung cancer (SCLC) grade model for patients with brain metastases was developed by a Japanese group. It includes sex, performance status, number of brain metastases, primary tumor control and presence of extracranial metastases. The aim of the present study was to validate this prognostic score in a European cohort of patients. Patients and Methods The retrospective validation study included 189 patients from two centers in Germany and Norway. Survival according to the SCLC grade score was evaluated. Additional prognostic factors were analyzed. Results Median survival was 7.5 months. The 3-tiered SCLC grade score based on the sum of adverse prognostic features was significantly associated with survival (p<0.001): A higher point sum resulted in shorter survival. However, in our validation cohort, age affected survival to the same degree as several parameters that were part of the score. Conclusion This validation study supports the international applicability of the SCLC grade model. Age, which has also been identified as a relevant prognostic factor in other previous studies (including the SCLC Graded Prognostic Assessment), may deserve consideration when trying to optimize survival prediction. Given that different studies identified different age limits, e.g., 70 or 75 years, merged databases are needed to provide definitive conclusions.
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Affiliation(s)
- Carsten Nieder
- Department of Oncology and Palliative Medicine, Nordland Hospital Trust, Bodø, Norway
- Department of Clinical Medicine, Faculty of Health Sciences, UiT - The Arctic University of Norway, Tromsø, Norway
| | - Ilinca Popp
- Department of Radiation Oncology, University Hospital Freiburg, Freiburg, Germany
| | - Anca-Ligia Grosu
- Department of Radiation Oncology, University Hospital Freiburg, Freiburg, Germany
- German Cancer Consortium (DKTK), Partner Site Freiburg, Freiburg, Germany
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8
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Layng SC, Betsock A, Mansouri A, Komiya T, Miccio JA, Mahase SS, Knisely JPS. Brain metastases from lung cancer: recent advances and novel therapeutic opportunities. Discov Oncol 2025; 16:157. [PMID: 39934444 DOI: 10.1007/s12672-025-01873-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2024] [Accepted: 02/03/2025] [Indexed: 02/13/2025] Open
Abstract
Metastatic intracranial progression drastically impacts prognosis, therapeutic considerations and quality of life. The increasing incidence of lung cancer patients developing brain metastases (BM) parallels the incorporation of more effective systemic agents and improved surveillance. Our evolving knowledge of BM pathophysiology, along with advancements in surgical, radiotherapy and systemic therapy options, is rapidly changing prognostication and treatment paradigms. Optimal management of BM in the modern era is patient-specific, dependent on performance status, comorbidities, intracranial and extracranial disease burden, leptomeningeal disease, and the presence of targetable mutations. The purpose of this review is to provide a detailed overview of the detection, prognostication, and multidisciplinary, management of BM arising from non-small cell lung cancer and small cell lung cancer. We discuss contemporary evidence and active clinical trials supporting a wide array of treatment options, including surgery, radiosurgery, memory-avoidance whole brain radiation, craniospinal irradiation, chemotherapy, targeted agents and immunotherapy. Multidisciplinary paradigms will continue to evolve as currently accruing randomized trials evaluating these promising treatments options mature.
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Affiliation(s)
- Stephen C Layng
- Department of Radiation Oncology, Penn State Cancer Institute, Hershey, PA, USA
| | - Alexis Betsock
- Department of Radiation Oncology, Penn State Cancer Institute, Hershey, PA, USA
| | - Alireza Mansouri
- Department of Neurosurgery, Penn State Cancer Institute, Hershey, PA, USA
| | - Takefumi Komiya
- Department of Hematology/Oncology, Penn State Cancer Institute, Hershey, PA, USA
| | - Joseph A Miccio
- Department of Radiation Oncology, Penn State Cancer Institute, Hershey, PA, USA
| | - Sean S Mahase
- Department of Radiation Oncology, Penn State Cancer Institute, Hershey, PA, USA.
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Vermassen T, Van Parijs C, De Keukeleire S, Vandecasteele K, Rottey S. Prognostication of Brain-Metastasized Patients Receiving Subsequent Systemic Therapy: A Single-Center Long-Term Follow-Up. Curr Oncol 2025; 32:74. [PMID: 39996874 PMCID: PMC11853900 DOI: 10.3390/curroncol32020074] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2024] [Revised: 01/16/2025] [Accepted: 01/25/2025] [Indexed: 02/26/2025] Open
Abstract
BACKGROUND Survival of patients with brain metastases (BMs) is poor. It has become clear that targeted therapy has an effect on BMs and patient' prognosis. The question remains which patients benefit from additional systemic therapy. This assumption was evaluated in a large single-center cohort. METHODS Patients consecutively planned to undergo local radiotherapy for their BMs in 2006-2017 were selected (n = 200). Prognosis, using CERENAL, disease-specific graded prognostic assessment (DS-GPA), and Radiation Therapy Oncology Group recursive partitioning analysis (RTOG RPA), was evaluated. RESULTS Ninety-three (46.5%) patients received at least one additional line of systemic therapy subsequent to the diagnosis of their BMs. The median overall survival (OS) was 6.3 months. Having received subsequent systemic therapy resulted in a more favorable OS (10.4 versus 3.9 months). Interestingly, using dichotomized scores, CERENAL showed prognostic properties in all patients for disease-specific survival on multivariate analysis, whereas RTOG RPA and DS-GPA were not withheld in the model. Lastly, only having a favorable DS-GPA resulted in prolonged progression-free survival for first systemic therapy following BM diagnosis. CONCLUSIONS Receiving subsequent systemic therapy has a profound influence on outcome in patients with BMs, indicating the effect of systemic therapy on BMs. Use of the CERENAL brain prognostic score shows potential for further prognostication of patients with more favorable outcomes.
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Affiliation(s)
- Tijl Vermassen
- Department Medical Oncology, Ghent University Hospital, 9000 Ghent, Belgium
- Biomarkers in Cancer, Department Basic and Applied Medicine, Ghent University, 9000 Ghent, Belgium
- Cancer Research Institute Ghent, 9000 Ghent, Belgium
| | | | | | - Katrien Vandecasteele
- Cancer Research Institute Ghent, 9000 Ghent, Belgium
- Department Radiation Oncology, Ghent University Hospital, 9000 Ghent, Belgium
- Radiotherapy and Experimental Cancer Research, Department Human Structure and Repair, Ghent University, 9000 Ghent, Belgium
| | - Sylvie Rottey
- Department Medical Oncology, Ghent University Hospital, 9000 Ghent, Belgium
- Biomarkers in Cancer, Department Basic and Applied Medicine, Ghent University, 9000 Ghent, Belgium
- Cancer Research Institute Ghent, 9000 Ghent, Belgium
- Drug Research Unit Ghent, Ghent University Hospital, 9000 Ghent, Belgium
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10
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He M, Wu X, Li L, Yi G, Wang Y, He H, Ye Y, Zhou R, Xu Z, Yang Z. Effects of EGFR-TKIs combined with intracranial radiotherapy in EGFR-mutant non-small cell lung cancer patients with brain metastases: a retrospective multi-institutional analysis. Radiat Oncol 2025; 20:6. [PMID: 39789554 PMCID: PMC11721249 DOI: 10.1186/s13014-024-02578-4] [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: 04/17/2024] [Accepted: 12/29/2024] [Indexed: 01/12/2025] Open
Abstract
BACKGROUND Patients with non-small cell lung cancer (NSCLC) are prone to developing brain metastases (BMs), particularly those with epidermal growth factor receptor (EGFR) mutations. In clinical practice, treatment-naïve EGFR-mutant NSCLC patients with asymptomatic BMs tend to choose EGFR-tyrosine kinase inhibitors (TKIs) as first-line therapy and defer intracranial radiotherapy (RT). However, the effectiveness of upfront intracranial RT remains unclear. METHODS This was a retrospective study including 217 patients from two institutions between January 2018 and December 2022. Clinical data of NSCLC patients with BMs who received EGFR-TKIs were collected. The patients were assigned to one of the three groups according to the therapeutic modality used: the upfront TKI + stereotactic radiosurgery (SRS) / fractionated stereotactic radiotherapy (fSRS) group (upfront TKI + SRS/fSRS ), the upfront TKI + whole-brain radiotherapy (WBRT) group (upfront TKI + WBRT) and the upfront TKI group. RESULTS As of March 8, 2023, the median follow-up duration was 37.3 months (95% CI, 32.5-42.1). The median overall survival (OS) for the upfront TKI + SRS/fSRS, upfront TKI + WBRT, and upfront TKI groups were 37.8, 20.7, and 24.1 months, respectively (p = 0.015). In subgroup analysis, the upfront TKI + SRS/fSRS group demonstrated longer OS compared to the upfront TKI + WBRT and upfront TKI groups in patients treated with first or second-generation EGFR-TKIs (p = 0.021) and patients with L858R mutation (p = 0.017), whereas no survival benefit was observed in three-generation EGFR-TKIs or 19del subgroup. In the multivariable analysis, metachronous BMs, EGFR L858R mutation and nonclassic EGFR mutation were identified as independent risk factors for OS, while a DS-GPA score of 2.0-4.0 was the only independent protective factor. CONCLUSIONS This study demonstrated that upfront addition of SRS/fSRS to EGFR-TKIs was associated with longer OS compared to upfront WBRT or upfront TKI alone in EGFR-mutant NSCLC patients with BMs. This improvement was more significant in patients with L858R mutation and those treated with first or second-generation EGFR-TKIs. Further research with a larger sample size is warranted.
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Affiliation(s)
- Mingfeng He
- Department of Oncology, The Second Affiliated Hospital of Chongqing Medical University, 76 Linjiang Road, Yuzhong District, Chongqing, 400010, China
| | - Xue Wu
- Department of Oncology, The Second Affiliated Hospital of Chongqing Medical University, 76 Linjiang Road, Yuzhong District, Chongqing, 400010, China
| | - Li Li
- Department of Cardiothoracic Surgery, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Guangming Yi
- Department of Oncology, The Second Affiliated Hospital of Chongqing Medical University, 76 Linjiang Road, Yuzhong District, Chongqing, 400010, China
- Department of Oncology, The Third Hospital of Mianyang (Sichuan Mental Health Center), Mianyang, Sichuan, China
| | - Yitian Wang
- Department of Oncology, The Second Affiliated Hospital of Chongqing Medical University, 76 Linjiang Road, Yuzhong District, Chongqing, 400010, China
| | - Hengqiu He
- Department of Oncology, The Second Affiliated Hospital of Chongqing Medical University, 76 Linjiang Road, Yuzhong District, Chongqing, 400010, China
| | - Ying Ye
- Department of Cardiothoracic Surgery, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Ruiqin Zhou
- Department of Cardiothoracic Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Zaicheng Xu
- Department of Oncology, The Second Affiliated Hospital of Chongqing Medical University, 76 Linjiang Road, Yuzhong District, Chongqing, 400010, China.
| | - Zhenzhou Yang
- Department of Oncology, The Second Affiliated Hospital of Chongqing Medical University, 76 Linjiang Road, Yuzhong District, Chongqing, 400010, China.
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11
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Malhotra J, Mambetsariev I, Gilmore G, Fricke J, Nam A, Gallego N, Chen BT, Chen M, Amini A, Lukas RV, Salgia R. Targeting CNS Metastases in Non-Small Cell Lung Cancer With Evolving Approaches Using Molecular Markers: A Review. JAMA Oncol 2025; 11:60-69. [PMID: 39602134 DOI: 10.1001/jamaoncol.2024.5218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2024]
Abstract
Importance Central nervous system (CNS) metastases presenting as either brain parenchymal metastases or leptomeningeal metastases are diagnosed in up to 50% of patients with advanced non-small cell lung cancer during their disease course. While historically associated with a poor prognosis due to limited treatment options, the availability of an increasing number of targeted therapies with good CNS penetration has significantly improved clinical outcomes for these patients. This has occurred in parallel with a more nuanced understanding of prognostic factors. Observations Multiple clinical trials have reported that disease control can be observed with targeted therapies with adequate CNS penetration, particularly for patients with molecular alterations in EGFR, ALK, ROS1, and RET. For these tumors, systemic targeted therapy may be used first for the management of CNS metastases, prior to considering radiation therapy (RT). At the time of isolated progression in the CNS, RT may be considered for the progressing lesions with continuation of the same systemic therapy. For other molecular alterations as well as for patients treated with checkpoint inhibitors, data are not yet clear if systemic therapy is sufficient for untreated CNS metastases, and early RT may need to be integrated into the treatment planning. An increasing number of studies investigate the role that emerging techniques, such as the sequencing of tumor DNA from resected brain metastases tissue or cerebrospinal fluid or radiomics-based analysis of CNS imaging, can play in guiding treatment approaches. Conclusions and Relevance With multiple generations of targeted therapies now available, the treatment for CNS metastases should be tailored to the patients with consideration given to molecular testing results, CNS penetrance of systemic therapy, patient characteristics, and multidisciplinary review. More research is needed in understanding the clonal evolution of CNS metastases, and the development of novel therapeutics with CNS efficacy.
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Affiliation(s)
- Jyoti Malhotra
- City of Hope Comprehensive Cancer Center, Duarte, California
| | | | - Gregory Gilmore
- City of Hope Comprehensive Cancer Center, Duarte, California
| | - Jeremy Fricke
- City of Hope Comprehensive Cancer Center, Duarte, California
| | - Arin Nam
- University of California, San Diego
| | | | - Bihong T Chen
- City of Hope Comprehensive Cancer Center, Duarte, California
| | - Mike Chen
- City of Hope Comprehensive Cancer Center, Duarte, California
| | - Arya Amini
- City of Hope Comprehensive Cancer Center, Duarte, California
| | - Rimas V Lukas
- Robert H. Lurie Comprehensive Cancer Center at Northwestern University, Chicago, Illinois
| | - Ravi Salgia
- City of Hope Comprehensive Cancer Center, Duarte, California
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12
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Liu L, Xu Y, Gao H, Zhao T, Chen D, Jin J, Gao C, Li G, Zhong Q. The Efficacy of Anlotinib Plus Whole Brain Radiotherapy in Advanced Non-Small Cell Lung Cancer With Multiple Brain Metastases: A Retrospective Study. Thorac Cancer 2025; 16:e15498. [PMID: 39633587 PMCID: PMC11729404 DOI: 10.1111/1759-7714.15498] [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: 09/24/2024] [Revised: 11/06/2024] [Accepted: 11/13/2024] [Indexed: 12/07/2024] Open
Abstract
PURPOSE This study aimed to compare the efficacy of anlotinib plus whole-brain radiotherapy (WBRT) with that of WBRT alone in non-small cell lung cancer (NSCLC) patients with multiple brain metastases (BMs). METHODS The clinical data of patients with NSCLC and multiple BMs who received WBRT between 2019 and 2022 were collected. The patients were assigned to anlotinib plus WBRT group and WBRT group according to the treatment used. RESULTS A total of 64 patients were eligible for analysis; 21 were treated with anlotinib plus WBRT, and 43 were treated with WBRT. The anlotinib plus WBRT group had a greater proportion of patients who were young and had a better performance status and adenocarcinoma histology than did the WBRT group. The median follow-up time was 18.0 months. The median intracranial progression-free survival (iPFS) was significantly longer in the anlotinib plus WBRT group than in the WBRT group (12.9 months vs. 7.4 months, p = 0.004). The median overall survival (OS) was 14.6 months in the anlotinib plus WBRT group and 9.4 months in the WBRT group (p = 0.039). Considering death as a competing risk to intracranial progression, the 1-year cumulative incidence of intracranial progression in the anlotinib plus WBRT group (26.7%) was significantly lower than that in the WBRT group (64.3%) (p = 0.021). There was no significant difference in treatment-related toxicity between the anlotinib plus WBRT group and the WBRT group. CONCLUSION Compared with WBRT alone, anlotinib plus WBRT might confer superior intracranial PFS for NSCLC patients with multiple BMs without increasing treatment-related toxicity.
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Affiliation(s)
- Lipin Liu
- Department of Radiation OncologyBeijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical SciencesBeijingP. R. China
| | - Yonggang Xu
- Department of Radiation OncologyBeijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical SciencesBeijingP. R. China
| | - Hong Gao
- Department of Radiation OncologyBeijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical SciencesBeijingP. R. China
| | - Ting Zhao
- Department of Radiation OncologyBeijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical SciencesBeijingP. R. China
| | - Dazhi Chen
- Department of Radiation OncologyBeijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical SciencesBeijingP. R. China
| | - Jingyi Jin
- Department of Radiation OncologyBeijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical SciencesBeijingP. R. China
| | - Cui Gao
- Department of Radiation OncologyBeijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical SciencesBeijingP. R. China
| | - Gaofeng Li
- Department of Radiation OncologyBeijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical SciencesBeijingP. R. China
| | - Qiuzi Zhong
- Department of Radiation OncologyBeijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical SciencesBeijingP. R. China
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13
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Sperber J, Yoo S, Owolo E, Dalton T, Zachem TJ, Johnson E, Herndon JE, Nguyen AD, Hockenberry H, Bishop B, Abu-Bonsrah N, Cook SH, Fecci PE, Sperduto PW, Johnson MO, Erickson MM, Goodwin CR. Validation of the graded prognostic assessment and recursive partitioning analysis as prognostic tools using a modern cohort of patients with brain metastases. Neurooncol Pract 2024; 11:763-771. [PMID: 39554788 PMCID: PMC11567744 DOI: 10.1093/nop/npae057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2024] Open
Abstract
Background Prognostic indices for patients with brain metastases (BM) are needed to individualize treatment and stratify clinical trials. Two frequently used tools to estimate survival in patients with BM are the recursive partitioning analysis (RPA) and the diagnosis-specific graded prognostic assessment (DS-GPA). Given recent advances in therapies and improved survival for patients with BM, this study aims to validate and analyze these 2 models in a modern cohort. Methods Patients diagnosed with BM were identified via our institution's Tumor Board meetings. Data were retrospectively collected from the date of diagnosis with BM. The concordance of the RPA and GPA was calculated using Harrell's C index. A Cox proportional hazards model with backwards elimination was used to generate a parsimonious model predictive of survival. Results Our study consisted of 206 patients diagnosed with BM between 2010 and 2019. The RPA had a prediction performance characterized by Harrell's C index of 0.588. The DS-GPA demonstrated a Harrell's C index of 0.630. A Cox proportional hazards model assessing the effect of age, presence of lung, or liver metastases, and Eastern Cooperative Oncology Group (ECOG) performance status score of 3/4 on survival yielded a Harrell's C index of 0.616. Revising the analysis with an uncategorized ECOG demonstrated a C index of 0.648. Conclusions We found that the performance of the RPA remains unchanged from previous validation studies a decade earlier. The DS-GPA outperformed the RPA in predicting overall survival in our modern cohort. Analyzing variables shared by the RPA and DS-GPA produced a model that performed analogously to the DS-GPA.
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Affiliation(s)
- Jacob Sperber
- Department of Neurosurgery, Duke University School of Medicine, Durham, North Carolina, USA
| | - Seeley Yoo
- Department of Neurosurgery, Duke University School of Medicine, Durham, North Carolina, USA
| | - Edwin Owolo
- Department of Neurosurgery, Duke University School of Medicine, Durham, North Carolina, USA
| | - Tara Dalton
- Department of Neurosurgery, Duke University School of Medicine, Durham, North Carolina, USA
| | - Tanner J Zachem
- Department of Neurosurgery, Duke University School of Medicine, Durham, North Carolina, USA
| | - Eli Johnson
- Department of Neurosurgery, Duke University School of Medicine, Durham, North Carolina, USA
| | - James E Herndon
- Department of Biostatistics & Bioinformatics, Duke University School of Medicine, Durham, North Carolina, USA
| | - Annee D Nguyen
- Department of Neurosurgery, Duke University School of Medicine, Durham, North Carolina, USA
| | - Harrison Hockenberry
- Department of Neurosurgery, Duke University School of Medicine, Durham, North Carolina, USA
| | - Brandon Bishop
- Department of Neurosurgery, Duke University School of Medicine, Durham, North Carolina, USA
- Kansas City University, Kansas City, Missouri, USA
| | - Nancy Abu-Bonsrah
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Research Department, Association of Future African Neurosurgeons, Yaounde, Cameroon
| | - Steven H Cook
- Department of Neurosurgery, Duke University School of Medicine, Durham, North Carolina, USA
| | - Peter E Fecci
- Department of Neurosurgery, Duke University School of Medicine, Durham, North Carolina, USA
| | - Paul W Sperduto
- Duke Radiation Oncology, Duke University School of Medicine, Durham, North Carolina, USA
| | - Margaret O Johnson
- Department of Neurosurgery, Duke University School of Medicine, Durham, North Carolina, USA
| | - Melissa M Erickson
- Department of Orthopaedics, Duke University School of Medicine, Durham, North Carolina, USA
| | - C Rory Goodwin
- Department of Neurosurgery, Duke University School of Medicine, Durham, North Carolina, USA
- Duke Cancer Institute, Duke University Medical Center, Durham, North Carolina, USA
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14
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Ohno M, Kuramitsu S, Yamashita K, Nagasaka T, Haimoto S, Fujita M. Tumor-Infiltrating B Cells and Tissue-Resident Memory T Cells as Prognostic Indicators in Brain Metastases Derived from Gastrointestinal Cancers. Cancers (Basel) 2024; 16:3765. [PMID: 39594720 PMCID: PMC11591993 DOI: 10.3390/cancers16223765] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2024] [Revised: 10/31/2024] [Accepted: 11/06/2024] [Indexed: 11/28/2024] Open
Abstract
BACKGROUND/OBJECTIVES Tumor-infiltrating B cells (TIBs) and tissue-resident memory T cells (TRMs) play significant roles in antitumor immunity. However, their prognostic relevance in brain metastases (BMs) derived from gastrointestinal (GI) cancers remains unclear. This study aimed to investigate the prognostic significance of TIBs and TRMs in GI cancer-derived BMs (GIBMs). METHODS Retrospective histopathological analyses were performed on surgically resected GIBM tissues from 13 patients. The densities of tumor-infiltrating lymphocytes (TIL) subsets (TIBs, CD4+ T cells, CD8+CD103+ TRMs, and CD8+CD103- non-TRMs) were quantified and correlated with clinical parameters and overall survival (OS) including the Graded Prognostic Assessment (GPA). RESULTS TIBs and CD4+ T cells were predominantly accumulated in the tumor stroma, particularly around blood vessels, where they formed lymphocyte clusters without characteristics of tertiary lymphoid structures (TLSs). In contrast, TRMs more deeply infiltrated into the tumor epithelium than their counterpart non-TRMs. Positive correlations were found between TIB density and both the prognostic prediction of GPA and overall survival (OS) after BM diagnosis or surgery. Furthermore, increased densities of TIBs and TRMs were associated with enhanced survival after BM diagnosis. CONCLUSIONS TIB and TRM densities in BM tissues could serve as reliable prognostic indicators for survival in patients with GIBMs. This study provides crucial insights for the development of novel immunotherapeutic strategies against this lethal disease.
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Affiliation(s)
- Masasuke Ohno
- Department of Neurosurgery, Aichi Cancer Center, Nagoya 464-8681, Japan
| | | | - Kimihiro Yamashita
- Division of Gastrointestinal Surgery, Department of Surgery, Graduate School of Medicine, Kobe University, Kobe 650-0017, Japan
| | - Toru Nagasaka
- Division of Gastrointestinal Surgery, Department of Surgery, Graduate School of Medicine, Kobe University, Kobe 650-0017, Japan
- Association of Medical Artificial Intelligence Curation, Nagoya 460-0008, Japan
| | - Shoichi Haimoto
- Department of Neurosurgery, Aichi Cancer Center, Nagoya 464-8681, Japan
| | - Mitsugu Fujita
- Division of Gastrointestinal Surgery, Department of Surgery, Graduate School of Medicine, Kobe University, Kobe 650-0017, Japan
- Center for Medical Education and Clinical Training, Kindai University Faculty of Medicine, Osaka-Sayama 589-8511, Japan
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15
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Kazemi F, Liu J, Parker M, Robinaugh J, Ahmed AK, Rincon-Torroella J, Jackson C, Gallia GL, Bettegowda C, Weingart J, Brem H, Mukherjee D. Evaluating the atherosclerosis cardiovascular disease risk score in patients with brain metastases: Associations with overall survival and high-value care outcomes. Clin Neurol Neurosurg 2024; 246:108549. [PMID: 39299007 DOI: 10.1016/j.clineuro.2024.108549] [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: 09/05/2024] [Accepted: 09/10/2024] [Indexed: 09/22/2024]
Abstract
OBJECTIVE Brain metastases (BM) constitute the most common intracranial tumor in adults. Prior literature indicates the 10-year atherosclerotic cardiovascular disease (ASCVD) risk score is associated with increased risk of cancer, potentially attributable to shared risk factors. Understanding the role of ASCVD risk scores in BM may help optimize their care and inform clinical decision-making. Our aim was to explore associations between ASCVD risk score in BM patients and their overall survival, hospital charges, and non-routine discharge disposition. METHODS Electronic medical records were reviewed to collect clinical data for BM patients undergoing surgery at a single institution (2017-2021). Regression analyses were performed accordingly and maximally selected rank statistics were employed to identify an optimal cutoff for ASCVD risk scores. The random survival forest (RSF) machine learning technique identified the most important variable associated with survival outcomes in BM patients. RESULTS A total of 139 patients were included with average age 62.93±9.29 years, 48.2 % male, 25.2 % with high hospital charges, and 23.7 % experiencing non-routine discharge. Among these patients, 32.3 % had prior history of an ASCVD event, while 67.7 % did not. Overall, this cohort had an average 10-year ASCVD risk score of 12.51±12.98, indicating intermediate risk of ASCVD among all BM patients. On multivariate logistic regression, prior history of ASCVD was associated with higher odds of high hospital charges (OR=3.670, p=0.018), and higher ASCVD risk scores were associated with greater odds of non-routine discharge (OR=1.059, p=0.012). On the multivariate Cox regression model, higher ASCVD risk scores correlated with worse overall survival (HR=1.031, p=0.014). A threshold of 25.1 was identified for high-risk ASCVD scores. Patients with ASCVD scores >25.1 exhibited reduced overall survival in Kaplan-Meier analysis (p=0.015) and multivariate Cox regression (HR: 2.811, p=0.016). Notably, ASCVD risk scores were found to be the most important variable in predicting worse survival outcomes in BM patients compared to other established frailty indices. CONCLUSION This study indicates higher ASCVD risk scores in BM patients are associated with worse overall survival. Integrating ASCVD assessment into clinical workflow may facilitate more informed risk-based decision-making.
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Affiliation(s)
- Foad Kazemi
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jiaqi Liu
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Megan Parker
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Joshua Robinaugh
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - A Karim Ahmed
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | | | - Christopher Jackson
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Gary L Gallia
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Chetan Bettegowda
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jon Weingart
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Henry Brem
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Debraj Mukherjee
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
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16
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Reck M, Ciuleanu TE, Schenker M, Bordenave S, Cobo M, Juan-Vidal O, Reinmuth N, Richardet E, Felip E, Menezes J, Cheng Y, Mizutani H, Zurawski B, Alexandru A, Carbone DP, Lu S, John T, Aoyama T, Grootendorst DJ, Hu N, Eccles LJ, Paz-Ares LG. Five-year outcomes with first-line nivolumab plus ipilimumab with 2 cycles of chemotherapy versus 4 cycles of chemotherapy alone in patients with metastatic non-small cell lung cancer in the randomized CheckMate 9LA trial. Eur J Cancer 2024; 211:114296. [PMID: 39270380 DOI: 10.1016/j.ejca.2024.114296] [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: 06/26/2024] [Revised: 08/14/2024] [Accepted: 08/15/2024] [Indexed: 09/15/2024]
Abstract
BACKGROUND We report 5-year efficacy and safety outcomes from CheckMate 9LA in patients with metastatic non-small cell lung cancer (mNSCLC) and exploratory analyses in key patient subgroups. METHODS Adults with stage IV/recurrent NSCLC and no sensitizing EGFR/ALK alterations were randomized to receive nivolumab plus ipilimumab with chemotherapy (n = 361) or chemotherapy (n = 358). Outcomes were assessed in all randomized patients and subgroups. RESULTS With 57.3 months' minimum follow-up, patients continued to derive overall survival (OS) benefit with nivolumab plus ipilimumab with chemotherapy over chemotherapy (HR, 0.73; 95% CI, 0.62-0.85; 5-year OS rates, 18% vs. 11%), regardless of tumor programmed death ligand 1 (PD-L1) expression (PD-L1 < 1%, 22% vs. 8%; PD-L1 ≥ 1%, 18% vs. 11%), histology (squamous, 18% vs. 7%; non-squamous, 19% vs. 12%), or presence of baseline brain metastases (20% vs. 6%). Five-year duration of response (DOR) rates were 19% versus 8% with nivolumab plus ipilimumab with chemotherapy versus chemotherapy, with consistent benefit across subgroups. Patients who discontinued nivolumab plus ipilimumab with chemotherapy due to treatment-related adverse events had a 5-year OS rate of 37%. Five-year progression-free survival and DOR rates in 5-year survivors were 55% versus 38% and 59% versus 46%, respectively. No new safety signals were observed in 5-year survivors, regardless of the number of ipilimumab doses received. CONCLUSION This 5-year update supports the long-term, durable OS benefit and improved 5-year survivorship with nivolumab plus ipilimumab with chemotherapy over chemotherapy in patients with mNSCLC, regardless of tumor PD-L1 expression or histology. CLINICALTRIALS GOV REGISTRATION NCT03215706.
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Affiliation(s)
- Martin Reck
- Airway Research Center North, German Center for Lung Research, LungClinic, Grosshansdorf, Germany.
| | - Tudor-Eliade Ciuleanu
- Institutul Oncologic Prof Dr Ion Chiricuţă and University of Medicine and Pharmacy Iuliu Haţieganu, Cluj-Napoca, Romania
| | | | | | - Manuel Cobo
- Unidad de Gestión Clínica Intercentros de Oncología Médica, Hospitales Universitarios Regional y Virgen de la Victoria, IBIMA, Málaga, Spain
| | | | - Niels Reinmuth
- Asklepios Lung Clinic, member of the German Center for Lung Research, Munich-Gauting, Germany
| | | | - Enriqueta Felip
- Medical Oncology Service, Vall d'Hebron University Hospital, Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | | | - Ying Cheng
- Jilin Cancer Hospital, Changchun, Jilin, China
| | | | - Bogdan Zurawski
- Chemotherapy Department, Ambulatorium Chemioterapii, Bydgoszcz, Poland
| | - Aurelia Alexandru
- Department of Oncology, Institute of Oncology Prof Dr Alexandru Trestioreanu Bucha, Bucharest, Romania
| | - David P Carbone
- The Ohio State University Comprehensive Cancer Center and the Pelotonia Institute for Immuno-Oncology, Columbus, OH, United States
| | - Shun Lu
- Shanghai Lung Cancer Center, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Thomas John
- Austin Hospital, Heidelberg, Victoria, Australia
| | | | | | - Nan Hu
- Bristol Myers Squibb, Princeton, NJ, United States
| | | | - Luis G Paz-Ares
- Hospital Universitario 12 de Octubre, Universidad Complutense de Madrid, Madrid, Spain
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Uchinami Y, Dasgupta A, Nishioka K, Handoko, Goda JS, Kim JW, Zaid RM, Kai Yun O, Mehmood H, Chitapanarux I, Chopra S, Aoyama H. Patterns of Care for Brain Metastases in Asia: A Real-World Survey Conducted by the Federation of Asian Organizations for Radiation Oncology. JCO Glob Oncol 2024; 10:e2400222. [PMID: 39418623 DOI: 10.1200/go.24.00222] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2024] [Revised: 07/25/2024] [Accepted: 08/22/2024] [Indexed: 10/19/2024] Open
Abstract
PURPOSE To report the patterns of care for brain metastases (BMs) in the Federation of Asian Organizations for Radiation Oncology (FARO). METHODS Overall, 37 questions were prepared. The survey was conducted online using Google Forms, and the URL was distributed to members of the FARO research committee. Radiation oncologists associated with FARO responded to the questionnaire between May 2023 and June 2023, and their answers were analyzed. RESULTS Responses were received from 32 radiation oncologists in 13 countries participating in FARO. Twenty-six physicians (81.3%) were affiliated with academic centers, and 22 (68.8%) were able to perform stereotactic radiosurgery (SRS) or fractionated stereotactic radiotherapy (fSRT) for BMs at their institution. The most typically used prognostic index for BM was the recursive partitioning analysis classification (17 physicians, 53.1%). The maximum number of BMs indicated for SRT/SRS was ≤three (11 physicians, 34.4%), whereas eight (25.0%) physicians answered for 6-10 BMs. The maximum size of BMs considered for SRS/fSRT was ≤3 cm (14 physicians, 43.8%), whereas nine (28.1%) answered that SRS/fSRT was preferred if the maximum size was >4 cm. When whole-brain radiotherapy (RT) was indicated, hippocampal avoidance and memantine usage were limited to 50.0% and 25.0% of patients, respectively. The most typical RT modality after BM resection was SRS/fSRT alone, regardless of whether the margin was positive (19 physicians, 59.4%) or negative (13 physicians, 40.6%). CONCLUSION We report the survey results of the patterns of care for BMs in the FARO. This survey was conducted only among a limited number of FARO members. Since many respondents were affiliated with relatively large-scale academic centers, large-scale surveys, including community hospitals, are warranted for future initiatives.
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Affiliation(s)
- Yusuke Uchinami
- Department of Radiation Oncology, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Sapporo, Japan
| | - Archya Dasgupta
- Department of Radiation Oncology, Advanced Centre for Treatment Research and Education in Cancer, Tata Memorial Centre, Homi Bhabha National Institute, Navi Mumbai, Maharashtra, India
| | - Kentaro Nishioka
- Department of Radiation Oncology, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Sapporo, Japan
| | - Handoko
- Department of Radiation Oncology, Cipto Mangunkusumo National General Hospital, Jakarta, Indonesia
| | - Jayant Sastri Goda
- Department of Radiation Oncology, Advanced Centre for Treatment Research and Education in Cancer, Tata Memorial Centre, Homi Bhabha National Institute, Navi Mumbai, Maharashtra, India
| | - Jun Won Kim
- Department of Radiation Oncology, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Rizma Mohd Zaid
- Department of Radiotherapy & Oncology, National Cancer Institute, Putrajaya, Malaysia
| | - Ooi Kai Yun
- Hospital Sultan Ismail, Johor Bahru, Malaysia
| | - Humera Mehmood
- Department of Clinical and Radiation Oncology, Atomic Energy Cancer Hospital NORI, Islamabad, Pakistan
| | - Imjai Chitapanarux
- Division of Radiation Oncology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Supriya Chopra
- Department of Radiation Oncology, Advanced Centre for Treatment Research and Education in Cancer, Tata Memorial Centre, Homi Bhabha National Institute, Navi Mumbai, Maharashtra, India
| | - Hidefumi Aoyama
- Department of Radiation Oncology, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Sapporo, Japan
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18
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Nigen B, Bodergat T, Vaugier L, Pons-Tostivint E. [First-line immunotherapy in non-small cell lung cancer diagnosed with brain metastases]. Rev Mal Respir 2024; 41:571-582. [PMID: 38926022 DOI: 10.1016/j.rmr.2024.05.004] [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: 01/03/2024] [Accepted: 05/14/2024] [Indexed: 06/28/2024]
Abstract
INTRODUCTION Up to 30% patients newly diagnosed with advanced non-small cell lung cancer (NSCLC) present with brain metastases. In the absence of oncogenic addiction, first-line immunotherapy, alone or in combination with chemotherapy, is the current standard of care. This review aims to synthesize the available data regarding the efficacy of immunotherapy in these patients, and to discuss the possibility of its being coordinated with local treatments such as radiotherapy. STATE OF THE ART NSCLC patients with brain metastases appear to have survival benefits with immunotherapy similar to those of NSCLC patients without brain metastases. However, this finding is based on mainly prospective studies having included highly selected patients with pre-treated and stable brain metastases. Several retrospective studies and two prospective single-arm studies have confirmed the intracranial efficacy of immunotherapy, either alone or in combination with chemotherapy. PERSPECTIVES The indications and optimal timing for cerebral radiotherapy remain subjects of debate. To date, there exists no randomized study assessing the addition of brain radiotherapy to first-line immunotherapy. That said, a recent meta-analysis showed increased intracerebral response when radiotherapy complemented immunotherapy. CONCLUSIONS For NSCLC patients with brain metastases, the available data suggest a clear benefit of first-line immunotherapy, whether alone or combined with chemotherapy. However, most of these data are drawn from retrospective, non-randomized studies with small sample sizes.
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Affiliation(s)
- B Nigen
- Service de pneumologie, centre hospitalier Les Sables-d'Olonne, Les Sables-d'Olonne, France
| | - T Bodergat
- Oncologie médicale, centre hospitalier universitaire Nantes, Nantes université, Nantes, France
| | - L Vaugier
- Département de radiothérapie, institut de cancérologie de l'Ouest, Saint-Herblain, France
| | - E Pons-Tostivint
- Oncologie médicale, centre hospitalier universitaire Nantes, Nantes université, Nantes, France; Nantes université, Inserm UMR 1307, CNRS UMR 6075, université d'Angers, CRCI2NA, Nantes, France.
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19
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Schmid S, Garcia M, Zhan L, Cheng S, Khan K, Chowdhury M, Sabouhanian A, Herman J, Walia P, Strom E, Brown MC, Patel D, Xu W, Shepherd FA, Sacher AG, Leighl NB, Bradbury PA, Liu G, Shultz D. Outcomes with non-small cell lung cancer and brain-only metastasis. Heliyon 2024; 10:e37082. [PMID: 39296139 PMCID: PMC11408029 DOI: 10.1016/j.heliyon.2024.e37082] [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: 11/08/2023] [Revised: 08/27/2024] [Accepted: 08/27/2024] [Indexed: 09/21/2024] Open
Abstract
Background We evaluated outcomes in non-small cell lung cancer (NSCLC) patients who presented with brain-only metastatic (BOM) disease overall and by EGFR/ALK mutation status. Methods We analyzed clinico-demographic, treatment and survival data for all NSCLC patients who presented to our center between 2014 and 2016 with BOM as their first presentation of metastatic disease. Differences in overall survival (OS) were evaluated using log-rank tests for NSCLC wildtype (NSCLCwt) versus NSCLC with an ALK-rearrangement/EGFR-mutation (NSCLCmut+). Results Of 109 patients with BOM, median age was 68 years; 51 % were female; 69 % Caucasian; 76 % ever-smoker; 76 % adenocarcinoma; and 25 % NSCLCmut+. While 41 patients (38 %) had subsequent brain-only progressive disease (PD), 22 (20 %) developed extracranial metastases. A higher proportion of NSCLCmut+ (vs -wt) subsequently progressed outside the brain (37 % vs 15 %, p = 0.03). Median time-to-first-extracranial-metastases was 8.5 (NSCLCmut+) vs 21.0 months (NSCLCwt; p = 0.23).With 17.7 months median follow-up, median-OS was 15.9 months [95%CI: 11.5-21.3; all patients]; 12.3 [7.4-18.4; NSCLCwt] and 38.9 [21.3-not reached (NR); NSCLCmut+] (p = 0.09). In 33 of 80 patients with de novo BOM, the primary tumor was treated with surgery or radiotherapy. In patients with NSCLCwt, there was no OS benefit associated with local lung tumor treatment (p = 0.68), whereas in NSCLCmut + pts, local lung tumor treatment correlated with greater OS (median-OS NR vs 21.5 months; p = 0.05). Conclusion In patients with NSCLCwt with BOM, we observed a -predominant pattern of brain-only secondary progression, however patients with NSCLCmut + more often progressed extracranially. In patients with NSCLCmut+ and BOM, definitive primary tumor treatment correlated with improved survival.
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Affiliation(s)
- Sabine Schmid
- Department of Medical Oncology, Inselspital, Bern University Hospital, University of Bern, Switzerland
- University Health Network, Princess Margaret Cancer Centre, Toronto, Canada
| | - Miguel Garcia
- University Health Network, Princess Margaret Cancer Centre, Toronto, Canada
- Ramon y Cajal University Hospital, Madrid, Spain
| | - Luna Zhan
- University Health Network, Princess Margaret Cancer Centre, Toronto, Canada
| | - Sierra Cheng
- University Health Network, Princess Margaret Cancer Centre, Toronto, Canada
| | - Khaleeq Khan
- University Health Network, Princess Margaret Cancer Centre, Toronto, Canada
| | - Maisha Chowdhury
- University Health Network, Princess Margaret Cancer Centre, Toronto, Canada
| | - Amir Sabouhanian
- University Health Network, Princess Margaret Cancer Centre, Toronto, Canada
| | - Joshua Herman
- University Health Network, Princess Margaret Cancer Centre, Toronto, Canada
| | - Preet Walia
- University Health Network, Princess Margaret Cancer Centre, Toronto, Canada
| | - Evan Strom
- University Health Network, Princess Margaret Cancer Centre, Toronto, Canada
| | - M Catherine Brown
- University Health Network, Princess Margaret Cancer Centre, Toronto, Canada
| | - Devalben Patel
- University Health Network, Princess Margaret Cancer Centre, Toronto, Canada
| | - Wei Xu
- University Health Network, Princess Margaret Cancer Centre, Toronto, Canada
| | - Frances A Shepherd
- University Health Network, Princess Margaret Cancer Centre, Toronto, Canada
| | - Adrian G Sacher
- University Health Network, Princess Margaret Cancer Centre, Toronto, Canada
| | - Natasha B Leighl
- University Health Network, Princess Margaret Cancer Centre, Toronto, Canada
| | | | - Geoffrey Liu
- University Health Network, Princess Margaret Cancer Centre, Toronto, Canada
| | - David Shultz
- University Health Network, Princess Margaret Cancer Centre, Toronto, Canada
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Yamamoto M, Serizawa T, Sato Y, Higuchi Y, Kikuchi Y, Sato S. Validity test of small cell lung cancer (SCLC) graded prognostic assessment and proposal of a new index for patients with brain metastases from SCLC. Clin Transl Radiat Oncol 2024; 48:100820. [PMID: 39156739 PMCID: PMC11328021 DOI: 10.1016/j.ctro.2024.100820] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2024] [Revised: 07/13/2024] [Accepted: 07/18/2024] [Indexed: 08/20/2024] Open
Abstract
Background and purpose We performed a validity test of a recently-reported, small cell lung cancer (SCLC) graded prognostic assessment (GPA) system for SCLC patients with brain metastases (BMs). Thereafter, we created a new prognostic index, the SCLC Grade, for such patients. Materials and methods We studied 508 SCLC patients selected from among nearly 7000 consecutive patients undergoing gamma knife SRS for BMs since 1998. Results In the SCLC GPA, there were no median survival time (MST) differences among pairs of the neighboring subgroups. Therefore, the 508 patients were randomly divided into the two series, i.e., a test (340 patients) and a validity (168) series. In the test series, five factors were identified by univariable analyses as favoring longer survival (rounded lower 95 % CI of the HR was at least 1.3): Sex, Karnofsky Performance Status, tumor numbers, primary tumor status and extracerebral metastases. This new index is the sum of scores (0 and 1) of these five factors: SCLC-Grade 4-6 (score of 4, 5 or 6), 2-3 (2 or 3), and 0-1 (0 or 1). This new system showed highly statistically significant MST differences among subclasses. Next, this SCLC-Grade was applied to the verification series. Consistent results were obtained, i.e., there were highly statistically significant MST differences among subclasses. Conclusions Our validity test results for the SCLC GPA demonstrated this system to not precisely reflect the outcomes of SCLC patients with BMs. Our results suggest the herein-proposed SCLC-Grade to have superior prognostic value.
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Affiliation(s)
- Masaaki Yamamoto
- Department of Neurosurgery, Southern Tohoku Hospital, Koriyama, Japan
- Katsuta Hospital Mito GammaHouse, Hitachi-naka, Japan
| | - Toru Serizawa
- Tokyo Gamma Unit Centre, Tsukiji Neurological Clinic, Japan
| | - Yasunori Sato
- Department of Biostatistics and Public Health, Keio University School of Medicine, Tokyo, Japan
| | - Yoshinori Higuchi
- Department of Neurological Surgery, Chiba University Graduate School of Medicine, Chiba, Japan
| | - Yasuhito Kikuchi
- Department of Neurosurgery, Southern Tohoku Hospital, Koriyama, Japan
| | - Sonomi Sato
- Department of Neurosurgery, Southern Tohoku Hospital, Koriyama, Japan
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21
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Crouzen JA, Mast ME, Hakstege M, Broekman MLD, Baladi C, Mertens BJA, Nandoe Tewarie RDS, Kerkhof M, Vos MJ, Maas KW, Souwer ETD, Wiggenraad RGJ, van der Voort van Zyp NCMG, Kiderlen M, Petoukhova AL, Zindler JD. External validation of the lung-molGPA to predict survival in patients treated with stereotactic radiotherapy for brain metastases of non-small cell lung cancer. Radiother Oncol 2024; 198:110405. [PMID: 38925263 DOI: 10.1016/j.radonc.2024.110405] [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: 04/19/2024] [Revised: 06/14/2024] [Accepted: 06/17/2024] [Indexed: 06/28/2024]
Abstract
BACKGROUND In the era of personalized medicine, individualized prognostic models with tumor characteristics are needed to inform patients about survival. Before clinical use, external validation of such models by an independent group is needed. An updated version of the graded prognostic assessment (GPA) estimates survival in patients with brain metastases (BMs) of non-small cell lung cancer (NSCLC). This is the first external validation of the updated Lung-molGPA in patients treated with stereotactic radiotherapy (SRT) for one or more BMs. MATERIALS AND METHODS Patients treated with SRT for BMs from NSCLC adenocarcinoma were retrospectively included. GPA score was calculated for each patient based on six prognostic factors including age, Karnofsky Performance Status, number of BMs, extracranial metastases, EGFR/ALK status, and PD-L1 expression. Kaplan-Meier analysis evaluated survival probability. Impact of individual prognostic factors on survival was assessed by univariate and multivariate analyses using the Cox proportional hazard model. Predictive performance was evaluated using discrimination (C-statistic) and calibration (Brier test). RESULTS The cohort (n = 241) was divided into four prognostic groups. Overall median survival was 15 months. Predicted and observed median survival were similar between the original and validation cohorts, apart from the most favorable prognostic group. With adequate C-statistics and Brier scores, the Lung-molGPA provided accurate survival predictions. CONCLUSION The Lung-molGPA accurately predicted survival in our European population, except for an overestimation of survival in the small most favorable prognostic group. This prognostic model was externally validated and is therefore useful for counseling of patients with BMs of NSCLC adenocarcinoma.
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Affiliation(s)
- Jeroen A Crouzen
- Department of Radiotherapy, Haaglanden Medical Center, The Hague, The Netherlands
| | - Mirjam E Mast
- Department of Radiotherapy, Haaglanden Medical Center, The Hague, The Netherlands
| | - Martijn Hakstege
- Department of Radiotherapy, Haaglanden Medical Center, The Hague, The Netherlands
| | - Marike L D Broekman
- Department of Neurosurgery, Haaglanden Medical Center, The Hague, The Netherlands; Department of Neurosurgery, Leiden University Medical Center, Leiden, The Netherlands
| | - Chaouki Baladi
- Department of Neurosurgery, Haaglanden Medical Center, The Hague, The Netherlands
| | - Bart J A Mertens
- Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, The Netherlands
| | | | - Melissa Kerkhof
- Department of Neurology, Haaglanden Medical Center, The Hague, The Netherlands
| | - Maaike J Vos
- Department of Neurology, Haaglanden Medical Center, The Hague, The Netherlands; Department of Neurology, Leiden University Medical Center, Leiden, The Netherlands
| | - Klaar W Maas
- Department of Pulmonology, Haaglanden Medical Center, The Hague, The Netherlands
| | - Esteban T D Souwer
- Department of Medical Oncology, Haaglanden Medical Center, The Hague, The Netherlands
| | - Ruud G J Wiggenraad
- Department of Radiotherapy, Haaglanden Medical Center, The Hague, The Netherlands
| | | | - Mandy Kiderlen
- Department of Radiotherapy, Haaglanden Medical Center, The Hague, The Netherlands
| | - Anna L Petoukhova
- Department of Medical Physics, Haaglanden Medical Center, The Hague, The Netherlands
| | - Jaap D Zindler
- Department of Radiotherapy, Haaglanden Medical Center, The Hague, The Netherlands; Department of Radiotherapy, HollandPTC, Delft, The Netherlands.
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22
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Shu Z, Dwivedi B, Switchenko JM, Yu DS, Deng X. PD-L1 deglycosylation promotes its nuclear translocation and accelerates DNA double-strand-break repair in cancer. Nat Commun 2024; 15:6830. [PMID: 39122729 PMCID: PMC11316045 DOI: 10.1038/s41467-024-51242-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Accepted: 08/01/2024] [Indexed: 08/12/2024] Open
Abstract
Resistance to radiotherapy is a major barrier during cancer treatment. Here using genome-scale CRISPR/Cas9 screening, we identify CD274 gene, which encodes PD-L1, to confer lung cancer cell resistance to ionizing radiation (IR). Depletion of endogenous PD-L1 delays the repair of IR-induced DNA double-strand breaks (DSBs) and PD-L1 loss downregulates non-homologous end joining (NHEJ) while overexpression of PD-L1 upregulates NHEJ. IR induces translocation of PD-L1 from the membrane into nucleus dependent on deglycosylation of PD-L1 at N219 and CMTM6 and leads to PD-L1 recruitment to DSBs foci. PD-L1 interacts with Ku in the nucleus and enhances Ku binding to DSB DNA. The interaction between the IgC domain of PD-L1 and the core domain of Ku is required for PD-L1 to accelerate NHEJ-mediated DSB repair and produce radioresistance. Thus, PD-L1, in addition to its immune inhibitory activity, acts as mechanistic driver for NHEJ-mediated DSB repair in cancer.
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Affiliation(s)
- Zhen Shu
- Department of Radiation Oncology, Emory University School of Medicine and Winship Cancer Institute of Emory University, Atlanta, GA, USA
| | - Bhakti Dwivedi
- Bioinformatics and Systems Biology Shared Resource, Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | - Jeffrey M Switchenko
- Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - David S Yu
- Department of Radiation Oncology, Emory University School of Medicine and Winship Cancer Institute of Emory University, Atlanta, GA, USA
| | - Xingming Deng
- Department of Radiation Oncology, Emory University School of Medicine and Winship Cancer Institute of Emory University, Atlanta, GA, USA.
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Salari K, Lee JS, Ye H, Seymour ZA, Lee KC, Chinnaiyan P, Grills IS. Long-term survival in patients with brain-only metastatic non-small cell lung cancer undergoing upfront intracranial stereotactic radiosurgery and definitive treatment to the thoracic primary site. Radiother Oncol 2024; 196:110262. [PMID: 38556172 DOI: 10.1016/j.radonc.2024.110262] [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: 01/17/2024] [Revised: 03/21/2024] [Accepted: 03/24/2024] [Indexed: 04/02/2024]
Abstract
BACKGROUND AND PURPOSE To evaluate modern clinical outcomes for patients with brain-only metastatic non-small cell lung cancer (NSCLC) treated with intracranial stereotactic radiosurgery (SRS) with or without definitive treatment of the primary site. MATERIALS AND METHODS Patients with synchronously diagnosed NSCLC and brain-only metastatic disease treated with intracranial SRS at a single institution were retrospectively identified. Patients were stratified based on whether they did (A) or did not (B) receive definitive primary site treatment. Patient characteristics and clinical outcomes were compared. RESULTS From 2008 to 2022, 103 patients were identified, 53 of whom received definitive primary site treatment. Median follow-up was 2.1 y (A) and 0.8 y (B) (p < 0.001). 28 (53 %) patients in Group A received immune checkpoint inhibitor (ICI) therapy versus 19 (38 %) in Group B (p = 0.13) and there were no other statistically significant baseline or treatment characteristic differences between the groups. 5-year local-PFS was 34.5 % (A) versus 0 % (B) (p < 0.001). 5-year regional-PFS was 33.0 % (A) versus 0 % (B) (p < 0.001). 5-year distant body-PFS was 34.0 % (A) versus 0 % (B) (p < 0.001). 5-year CNS-PFS was 14.7 % (A) versus 0 % (B) (p = 0.12). 5-year OS was 40.2 % (A) versus 0 % (B) (p = 0.001). 5-year CSS was 67.6 % (A) versus 0 % (B) (p = 0.002). On multivariable analysis, lack of definitive treatment to the primary site (HR = 2.40), AJCC T3-4 disease (HR = 2.73), and lack of ICI therapy (HR = 2.86) were significant predictors of death. CONCLUSION Definitive treatment to the thoracic primary site in patients with brain-only metastatic NSCLC after intracranial radiosurgery was associated with slower progression of disease and improved survival.
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Affiliation(s)
- K Salari
- Department of Radiation Oncology, Corewell Health East William Beaumont University Hospital, Royal Oak, MI, United States.
| | - J S Lee
- Department of Radiation Oncology, Corewell Health East William Beaumont University Hospital, Royal Oak, MI, United States
| | - H Ye
- Department of Radiation Oncology, Corewell Health East William Beaumont University Hospital, Royal Oak, MI, United States
| | - Z A Seymour
- Department of Radiation Oncology, Corewell Health Dearborn Hospital, Dearborn, MI, United States
| | - K C Lee
- Department of Radiation Oncology, Corewell Health Troy Hospital, Troy, MI, United States
| | - P Chinnaiyan
- Department of Radiation Oncology, Corewell Health East William Beaumont University Hospital, Royal Oak, MI, United States
| | - I S Grills
- Department of Radiation Oncology, Corewell Health East William Beaumont University Hospital, Royal Oak, MI, United States
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24
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Xiao S, Mei Z, Xie Z, Lu H. Development and validation of nomograms for predicting survival in small cell lung cancer patients with brain metastases: a SEER population-based analysis. Am J Transl Res 2024; 16:2318-2333. [PMID: 39006302 PMCID: PMC11236647 DOI: 10.62347/tlwb3988] [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: 03/20/2024] [Accepted: 05/17/2024] [Indexed: 07/16/2024]
Abstract
OBJECTIVE To develop prognostic nomograms for overall survival (OS) and cancer-specific survival (CSS) probabilities in small cell lung cancer (SCLC) patients with brain metastasis (BM). METHODS SCLC patients with BM from the Surveillance, Epidemiology, and End Results (SEER) database (2010-2015) were randomly allocated to training (n=1771) and validation (n=757) cohorts. Independent prognostic factors for OS and CSS were determined using univariate and multivariate Cox regression analyses in the training cohort, and prognostic nomograms for OS and CSS were constructed based on these factors. The efficacy of the nomograms was assessed using area under the receiver operating characteristic (ROC) curves (AUCs), calibration curves, decision curve analysis (DCA), net reclassification index (NRI), and integrated discrimination improvement (IDI), with the TNM staging model as a comparator. RESULTS Multivariate Cox analysis identified age, sex, race, tumor size, N staging, and presence of liver/bone/lung metastases, chemotherapy, and radiotherapy as independent prognostic factors for both OS and CSS. Prognostic nomograms were developed based on these factors. In both the training and validation cohorts, the AUC values of the nomograms for OS and CSS were significantly above 0.7, surpassing those for TNM staging. Calibration curves demonstrated a high degree of concordance between predicted and actual survival. The constructed nomograms showed superior clinical utility compared to the TNM staging system, as evidenced by NRI, IDI, and DCA. CONCLUSIONS This retrospective study successfully developed and validated prognostic nomograms for SCLC patients with BM, providing valuable tools for oncologists to enhance prognosis evaluation and guide clinical decision-making.
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Affiliation(s)
- Shaoqing Xiao
- Department of Radiation Oncology, The Second Affiliated Hospital of Hainan Medical University Haikou, Hainan, China
| | - Zhenxin Mei
- Department of Oncology, The Second Affiliated Hospital of Hainan Medical University Haikou, Hainan, China
| | - Zongzhou Xie
- Department of Oncology, Haikou People's Hospital Haikou, Hainan, China
| | - Hongquan Lu
- Department of Oncology, Chengmai County People's Hospital Chengmai, Hainan, China
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25
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Leng JX, Carpenter DJ, Huang C, Qazi J, Arshad M, Mullikin TC, Reitman ZJ, Kirkpatrick JP, Floyd SR, Fecci PE, Chmura SJ, Hong JC, Salama JK. Determinants of Symptomatic Intracranial Progression After an Initial Stereotactic Radiosurgery Course. Adv Radiat Oncol 2024; 9:101475. [PMID: 38690297 PMCID: PMC11059392 DOI: 10.1016/j.adro.2024.101475] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Accepted: 02/04/2024] [Indexed: 05/02/2024] Open
Abstract
Purpose Clinical and imaging surveillance of patients with brain metastases is important after stereotactic radiosurgery (SRS) because many will experience intracranial progression (ITCP) requiring multidisciplinary management. The prognostic significance of neurologic symptoms at the time of ITCP is poorly understood. Methods and Materials This was a multi-institutional, retrospective cohort study from 2015 to 2020, including all patients with brain metastases completing an initial course of SRS. The primary outcome was overall survival (OS) by presence of neurologic symptoms at ITCP. OS, freedom from ITCP (FF-ITCP), and freedom from symptomatic ITCP (FF-SITCP) were assessed via Kaplan-Meier method. Cox proportional hazard models tested parameters impacting FF-ITCP and FF-SITCP. Results Among 1383 patients, median age was 63.4 years, 55% were female, and common primaries were non-small cell lung (49%), breast (15%), and melanoma (9%). At a median follow-up of 8.72 months, asymptomatic and symptomatic ITCP were observed in 504 (36%) and 194 (14%) patients, respectively. The majority of ITCP were distant ITCP (79.5%). OS was worse with SITCP (median, 10.2 vs 17.9 months, P < .001). SITCP was associated with clinical factors including total treatment volume (P = .012), melanoma histology (P = .001), prior whole brain radiation therapy (P = .003), number of brain metastases (P < .001), interval of 1 to 2 years from primary and brain metastasis diagnosis (P = .012), controlled extracranial disease (P = .042), and receipt of pre-SRS chemotherapy (P = .015). Patients who were younger and received post-SRS chemotherapy (P = .001), immunotherapy (P < .001), and targeted or small-molecule inhibitor therapy (P < .026) had better FF-SITCP. Conclusions In this cohort study of patients with brain metastases completing SRS, neurologic symptoms at ITCP is prognostic for OS. This data informs post-SRS surveillance in clinical practice as well as future prospective studies needed in the modern management of brain metastases.
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Affiliation(s)
- Jim X. Leng
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina
| | - David J. Carpenter
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina
- Department of Radiation Oncology, Wellstar Paulding Hospital, Hiram, Georgia
| | - Christina Huang
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina
| | - Jamiluddin Qazi
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina
| | - Muzamil Arshad
- Department of Radiation and Cellular Oncology, University of Chicago Medical Center, Chicago, Illinois
| | - Trey C. Mullikin
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina
| | - Zachary J. Reitman
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina
| | - John P. Kirkpatrick
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina
- Department of Neurosurgery, Duke University Medical Center, Durham, North Carolina
| | - Scott R. Floyd
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina
| | - Peter E. Fecci
- Department of Neurosurgery, Duke University Medical Center, Durham, North Carolina
| | - Steven J. Chmura
- Department of Radiation and Cellular Oncology, University of Chicago Medical Center, Chicago, Illinois
| | - Julian C. Hong
- Department of Radiation Oncology, University of California San Francisco, San Francisco, California
- Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, California
- Joint Program in Computational Precision Health, University of California, San Francisco, California and University of California, Berkeley, California
| | - Joseph K. Salama
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina
- Radiation Oncology Clinical Service, Durham VA Health Care System, Durham, North Carolina
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Simon AB, Quezada J, Mohyeldin A, Harris J, Shi M, Seyedin S, Sehgal V, Chen AM. Integrating Overall Survival and Tumor Control Probability Models to Predict Local Progression After Brain Metastasis Radiosurgery. Adv Radiat Oncol 2024; 9:101474. [PMID: 38681893 PMCID: PMC11043807 DOI: 10.1016/j.adro.2024.101474] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Accepted: 02/04/2024] [Indexed: 05/01/2024] Open
Abstract
Purpose Stereotactic radiosurgery (SRS) for brain metastases is frequently prescribed to the maximum tolerated dose to minimize the probability of local progression. However, many patients die from extracranial disease prior to local progression and may not require maximally aggressive treatment. Recently, improvements in models of SRS tumor control probability (TCP) and overall survival (OS) have been made. We predicted that by combining models of OS and TCP, we could better predict the true risk of local progression after SRS than by using TCP modeling alone. Methods and Materials Records of patients undergoing SRS at a single institution were reviewed retrospectively. Using established TCP and OS models, for each patient, the probability of 1-year survival [p ( O S ) ] was calculated, as was the probability of 1-year local progression [p ( L P ) ]) for each treated lesion. Joint-probability was used to combine the models [p ( L P , O S ) = p ( L P ) * p ( O S ) ]. Analyses were conducted at the individual metastasis and whole-patient levels. Fine-Gray regression was used to model p ( L P ) or p ( L P , O S ) on the risk of local progression after SRS, with death as a competing risk. Results At the patient level, 1-year local progression was 0.08 (95% CI, 0.03-0.15), median p ( L P , O S ) was 0.13 (95% CI, 0.07-0.2), and median p ( L P ) was 0.29 (95% CI, 0.22-0.38). At the metastasis level, 1-year local progression was 0.02 (95% CI, 0.01-0.04), median p ( L P , O S ) was 0.05 (95% CI, 0.02-0.07), and median p ( L P ) was 0.10 (95% CI, 0.07-0.13). p ( L P , O S ) was found to be significantly associated with the risk of local progression at the patient level (P = .048) and metastasis level (P = .007); however, p ( L P ) was not (P = .16 and P = .28, respectively). Conclusions Simultaneous modeling of OS and TCP more accurately predicted local progression than TCP modeling alone. Better understanding which patients with brain metastases are at risk of local progression after SRS may help personalize treatment to minimize risk without sacrificing efficacy.
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Affiliation(s)
- Aaron B. Simon
- Department of Radiation Oncology, University of California Irvine, Irvine, California
| | - Jeffrey Quezada
- University of California Irvine School of Medicine, Irvine, California
| | - Ahmed Mohyeldin
- Department of Neurosurgery, University of California Irvine, Irvine, California
| | - Jeremy Harris
- Department of Radiation Oncology, University of California Irvine, Irvine, California
| | - Mengying Shi
- Department of Radiation Oncology, University of California Irvine, Irvine, California
| | - Steven Seyedin
- Department of Radiation Oncology, University of California Irvine, Irvine, California
| | - Varun Sehgal
- Department of Radiation Oncology, University of California Irvine, Irvine, California
| | - Allen M. Chen
- Department of Radiation Oncology, University of California Irvine, Irvine, California
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Chaung KV, Kharouta MZ, Gross AJ, Fu P, Machtay M, Hodges TR, Sloan AE, Biswas T, Dowlati A, Choi S. Outcomes of initial therapy for synchronous brain metastases from small cell lung cancer: a single-institution retrospective analysis. Transl Lung Cancer Res 2024; 13:1110-1120. [PMID: 38854935 PMCID: PMC11157380 DOI: 10.21037/tlcr-23-641] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 02/29/2024] [Indexed: 06/11/2024]
Abstract
Small cell lung cancer (SCLC) has a propensity for brain metastases, which is associated with poor prognosis. We sought to determine predictors of overall survival (OS) and brain progression-free survival (bPFS) in SCLC patients with synchronous brain metastases at the time of initial SCLC diagnosis. A total of 107 SCLC patients with synchronous brain metastases treated at a single institution were included in this retrospective analysis. These patients had brain lesions present on initial staging imaging. Survival was estimated using the Kaplan-Meier method with log-rank test. Factors predictive of OS and bPFS were analyzed using Cox proportional hazards regression model. Median OS for the entire cohort was 9 months (interquartile range, 4.2-13.8 months) and median bPFS was 7.3 months (interquartile range, 3.5-11.1 months). OS was 30.3% at 1 year and 14.4% at 2 years, while bPFS was 22.0% at 1 year and 6.9% at 2 years. The median number of brain lesions at diagnosis was 3 (interquartile range, 2-8), and the median size of the largest metastasis was 2.0 cm (interquartile range, 1.0-3.3 cm). Increased number of brain lesions was significantly associated with decreased OS. Patients who received both chemotherapy and whole brain radiation therapy (WBRT) had improved OS (P=0.02) and bPFS (P=0.005) compared to those who had either chemotherapy or WBRT alone. There was no significant difference in OS or bPFS depending on the sequence of therapy or the dose of WBRT. Thirteen patients underwent upfront brain metastasis resection, which was associated with improved OS (P=0.02) but not bPFS (P=0.09) compared to those who did not have surgery. The combination of chemotherapy and WBRT was associated with improved OS and bPFS compared to either modality alone. Upfront brain metastasis resection was associated with improved OS but not bPFS compared to those who did not have surgery.
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Affiliation(s)
- Kevin V. Chaung
- Department of Radiation Oncology, University Hospitals Seidman Cancer Center, Cleveland, OH, USA
| | - Michael Z. Kharouta
- Department of Radiation Oncology, University Hospitals Seidman Cancer Center, Cleveland, OH, USA
- Department of Radiation Oncology, Advocate Illinois Masonic Hospital, Chicago, IL, USA
| | - Andrew J. Gross
- Department of Radiation Oncology, University Hospitals Seidman Cancer Center, Cleveland, OH, USA
| | - Pingfu Fu
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, OH, USA
| | - Mitchell Machtay
- Department of Radiation Oncology, University Hospitals Seidman Cancer Center, Cleveland, OH, USA
- Department of Radiation Oncology, Penn State College of Medicine, Hershey, PA, USA
| | - Tiffany R. Hodges
- Department of Neurological Surgery, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
| | - Andrew E. Sloan
- Department of Neurological Surgery, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
- Department of Neurosciences, Piedmont Healthcare, Atlanta, GA, USA
| | - Tithi Biswas
- Department of Radiation Oncology, University Hospitals Seidman Cancer Center, Cleveland, OH, USA
- Department of Radiation Oncology, MetroHealth Medical Center, Cleveland, OH, USA
| | - Afshin Dowlati
- Department of Medicine, University Hospitals Cleveland Medical Center, Case Comprehensive Cancer Center, Cleveland, OH, USA
| | - Serah Choi
- Department of Radiation Oncology, University Hospitals Seidman Cancer Center, Cleveland, OH, USA
- Department of Radiation Oncology, UPMC Hillman Cancer Center, Pittsburgh, PA, USA
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28
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Cherng HRR, Sun K, Bentzen S, Armstrong TS, Gondi V, Brown PD, Mehta M, Mishra MV. Evaluating the heterogeneity of hippocampal avoidant whole brain radiotherapy treatment effect: A secondary analysis of NRG CC001. Neuro Oncol 2024; 26:911-921. [PMID: 38069666 PMCID: PMC11066939 DOI: 10.1093/neuonc/noad226] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/04/2024] Open
Abstract
BACKGROUND Hippocampal avoidant whole brain radiotherapy (HA-WBRT) is the standard of care for patients needing WBRT for brain metastases. This study, using existing data from NRG Oncology CC001 including baseline tumor characteristics and patient-reported MD Anderson Symptom Inventory-Brain Tumor (MDASI-BT) scores, sought to identify subgroups of patients that demonstrate differential neuroprotective treatment response to HA-WBRT. METHODS An exploratory analysis of NRG CC001, a phase 3 trial in which 518 patients were randomly assigned to WBRT plus memantine or HA-WBRT plus memantine, was performed. Rates of neurocognitive function failure (NCFF) were estimated between subgroups and stratified by arm. Covariate and subgroup interaction with differential treatment response were calculated. RESULTS The benefit of HA-WBRT on decreasing NCFF was seen in patients living ≥ 4 months (HR 0.75, 95% CI: 0.58-0.97, P = .03), whereas patients living < 4 months derived no significant neurocognitive benefit. A significant association between baseline MDASI-BT cognitive factor and treatment response (interaction P = .03) was identified. Patients with lower MDASI-BT scores (less patient-reported cognitive impairment) derived significantly greater benefit (HR = 0.64, 95% CI: 0.48-0.85, P = .002) compared to those with highest MDASI-BT scores (HR = 1.24, 95% CI: 0.76-2.04, P = .39). Tumor histology also had a significant interaction (P = .01) with treatment response. Primary lung histology patients derived cognitive failure risk reduction (HR = 0.58, 95% CI: 0.43-0.77, P = .0007) from HA-WBRT, in contrast to nonlung primary histology patients (HR = 1.15, 95% CI: 0.78-1.50, P = .48). CONCLUSIONS Differential neuroprotective response to HA-WBRT was identified in this analysis. Patients surviving ≥ 4 months derived benefit from HA-WBRT. There is evidence of heterogeneity of treatment effect for patients with less severe patient-reported cognitive impairment at baseline and those with primary lung histology.
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Affiliation(s)
- Hua-Ren R Cherng
- Department of Radiation Oncology, University of Maryland Medical Center, Baltimore, Maryland, USA
| | - Kai Sun
- Division of Biostatistics and Bioinformatics, University of Maryland Greenebaum Cancer Center, Baltimore, Maryland, USA
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Søren Bentzen
- Division of Biostatistics and Bioinformatics, University of Maryland Greenebaum Cancer Center, Baltimore, Maryland, USA
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Terri S Armstrong
- National Cancer Institute Center for Cancer Research, Bethesda, Maryland, USA
| | - Vinai Gondi
- Department of Radiation Oncology, Northwestern Medicine Cancer Center and Proton Center, Warrenville, Illinois, USA
| | - Paul D Brown
- Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota, USA
| | - Minesh Mehta
- Department of Radiation Oncology, Miami Cancer Institute, Baptist Health South Florida, Miami, Florida, USA
| | - Mark V Mishra
- Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, Maryland, USA
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Karlsson AT, Hjermstad MJ, Aass N, Skovlund E, Kaasa S, Yri OE. Overall Survival after Radiotherapy for Brain Metastases According to ECOG Status-A Prospective Study of 294 NSCLC Patients. Cancers (Basel) 2024; 16:1486. [PMID: 38672568 PMCID: PMC11048345 DOI: 10.3390/cancers16081486] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Revised: 04/04/2024] [Accepted: 04/11/2024] [Indexed: 04/28/2024] Open
Abstract
Up to 40% of non-smallcell lung cancer (NSCLC) patients develop brain metastases (BMs). The potential benefits of radiotherapy (RT) in patients with poor performance status (PS) are questionable, with considerable risk for futile treatment. We analyzed overall survival after initial radiotherapy in NSCLC patients with BMs, focusing on the relationship between PS and survival after RT. This study reports a prospective observational study including consecutive 294 NSCLC patients with first-time BMs. Overall survival (OS) was calculated from the start of RT to death or last follow-up (1 June 2023). Overall, in the 294 included patients (median age 69 years), the median OS was 4.6 months; 2.5 months after WBRT (n = 141), and 7.5 months after SRT (n = 153). After WBRT, mOS was equally poor for patients with ECOG 2 (1.9 months) and ECOG 3-4 (1.2 months). After SRT, mOS for patients with ECOG 2 was 4.1 months; for ECOG 3 patients, mOS was 4 1.6 months. For NSCLC patients with ECOG 2 diagnosed with BMs who are not candidates for surgery or SRT, WBRT should be questioned due to short survival.
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Affiliation(s)
- Astrid Telhaug Karlsson
- Regional Advisory Unit for Palliative Care, Department of Oncology, Oslo University Hospital (OUH), 0450 Oslo, Norway; (M.J.H.); (N.A.); (S.K.); (O.E.Y.)
- European Palliative Research Centre (PRC), Oslo University Hospital (OUH), 0450 Oslo, Norway
| | - Marianne Jensen Hjermstad
- Regional Advisory Unit for Palliative Care, Department of Oncology, Oslo University Hospital (OUH), 0450 Oslo, Norway; (M.J.H.); (N.A.); (S.K.); (O.E.Y.)
- European Palliative Research Centre (PRC), Oslo University Hospital (OUH), 0450 Oslo, Norway
| | - Nina Aass
- Regional Advisory Unit for Palliative Care, Department of Oncology, Oslo University Hospital (OUH), 0450 Oslo, Norway; (M.J.H.); (N.A.); (S.K.); (O.E.Y.)
- European Palliative Research Centre (PRC), Oslo University Hospital (OUH), 0450 Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, 0424 Oslo, Norway
| | - Eva Skovlund
- Department of Public Health and Nursing, Faculty of Medicine and Health Services, NTNU—Norwegian University of Science and Technology, 7491 Trondheim, Norway;
| | - Stein Kaasa
- Regional Advisory Unit for Palliative Care, Department of Oncology, Oslo University Hospital (OUH), 0450 Oslo, Norway; (M.J.H.); (N.A.); (S.K.); (O.E.Y.)
- European Palliative Research Centre (PRC), Oslo University Hospital (OUH), 0450 Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, 0424 Oslo, Norway
| | - Olav Erich Yri
- Regional Advisory Unit for Palliative Care, Department of Oncology, Oslo University Hospital (OUH), 0450 Oslo, Norway; (M.J.H.); (N.A.); (S.K.); (O.E.Y.)
- European Palliative Research Centre (PRC), Oslo University Hospital (OUH), 0450 Oslo, Norway
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30
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Qu J, Zhang T, Zhang X, Zhang W, Li Y, Gong Q, Yao L, Lui S. MRI radiomics for predicting intracranial progression in non-small-cell lung cancer patients with brain metastases treated with epidermal growth factor receptor tyrosine kinase inhibitors. Clin Radiol 2024; 79:e582-e591. [PMID: 38310058 DOI: 10.1016/j.crad.2024.01.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Revised: 12/04/2023] [Accepted: 01/03/2024] [Indexed: 02/05/2024]
Abstract
AIM To identify clinical and magnetic resonance imaging (MRI) radiomics predictors specialised for intracranial progression (IP) after first-line epidermal growth factor receptor (EGFR) tyrosine kinase inhibitor (TKI) treatment in non-small-cell lung cancer (NSCLC) patients with brain metastases (BMs). MATERIALS AND METHODS Seventy EGFR-mutated NSCLC patients with a total of 212 BMs who received first-line EGFR-TKI therapy were enrolled. Radiomics features were extracted from the BM regions on the pretreatment contrast-enhanced T1-weighted images, and the radiomics score (rad-score) of each BM was established based on the selected features. Furthermore, the mean rad-score derived from the average rad-score of all included BMs in each patient was calculated. Univariate and multivariate logistic regression analyses were performed to identify potential predictors of IP. Prediction models based on different predictors and their combinations were constructed, and nomogram based on the optimal prediction model was evaluated. RESULTS Thirty-three (47.1 %) patients developed IP, and the remaining 37 (52.9 %) patients were IP-free. EGFR-19del mutation (OR 0.19, 95 % CI 0.05-0.69), third-generation TKI treatment (OR 0.33, 95 % CI 0.16-0.67) and mean rad-score (OR 5.71, 95 % CI 1.65-19.68) were found to be independent predictive factors. Models based on these three predictors alone and in combination (combined model) achieved AUCs of 0.64, 0.64, 0.74, and 0.86 and 0.64, 0.64, 0.75, and 0.84 in the training and validation sets, respectively, and the combined model demonstrated optimal performance for predicting IP. CONCLUSIONS The model integrating EGFR-19del mutation, third-generation TKI treatment and mean rad-score had good predictive value for IP after EGFR-TKI treatment in NSCLC patients with BM.
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Affiliation(s)
- J Qu
- Department of Radiology, and Functional and Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, China; Huaxi MR Research Center (HMRRC), West China Hospital of Sichuan University, Chengdu, China; Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, China
| | - T Zhang
- Department of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China
| | - X Zhang
- Pharmaceutical Diagnostic Team, GE Healthcare, Life Sciences, Beijing, China
| | - W Zhang
- Department of Radiology, and Functional and Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, China; Huaxi MR Research Center (HMRRC), West China Hospital of Sichuan University, Chengdu, China; Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, China
| | - Y Li
- Department of Radiology, and Functional and Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, China; Huaxi MR Research Center (HMRRC), West China Hospital of Sichuan University, Chengdu, China; Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, China
| | - Q Gong
- Department of Radiology, and Functional and Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, China; Huaxi MR Research Center (HMRRC), West China Hospital of Sichuan University, Chengdu, China; Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, China
| | - L Yao
- Department of Radiology, and Functional and Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, China; Huaxi MR Research Center (HMRRC), West China Hospital of Sichuan University, Chengdu, China; Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, China.
| | - S Lui
- Department of Radiology, and Functional and Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, China; Huaxi MR Research Center (HMRRC), West China Hospital of Sichuan University, Chengdu, China; Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, China.
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31
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Bassetti MF, Morris BA, Sethakorn N, Lang JM, Schehr JL, Zhao SG, Morris ZS, Buehler D, Eickhoff JC, Harari PM, Traynor AM, Campbell TC, Baschnagel AM, Leal TA. Combining Dual Checkpoint Immunotherapy with Ablative Radiation to All Sites of Oligometastatic Non-Small Cell Lung Cancer: Toxicity and Efficacy Results of a Phase 1b Trial. Int J Radiat Oncol Biol Phys 2024; 118:1481-1489. [PMID: 38072321 PMCID: PMC10947887 DOI: 10.1016/j.ijrobp.2023.11.040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Revised: 11/02/2023] [Accepted: 11/17/2023] [Indexed: 12/21/2023]
Abstract
PURPOSE Ablative local treatment of all radiographically detected metastatic sites in patients with oligometastatic non-small cell lung cancer (NSCLC) increases progression-free survival (PFS) and overall survival (OS). Prior studies demonstrated the safety of combining stereotactic body radiation therapy (SBRT) with single-agent immunotherapy. We investigated the safety of combining SBRT to all metastatic tumor sites with dual checkpoint, anticytotoxic T-lymphocyte-associated protein 4 (anti-CTLA-4), and anti-programmed cell death ligand 1 (anti-PD-L1) immunotherapy for patients with oligometastatic NSCLC. METHODS AND MATERIALS We conducted a phase 1b clinical trial in patients with oligometastatic NSCLC with up to 6 sites of extracranial metastatic disease. All sites of disease were treated with SBRT to a dose of 30 to 50 Gy in 5 fractions. Dual checkpoint immunotherapy was started 7 days after completion of radiation using anti-CTLA-4 (tremelimumab) and anti-PD-L1 (durvalumab) immunotherapy for a total of 4 cycles followed by durvalumab alone until progression or toxicity. RESULTS Of the 17 patients enrolled in this study, 15 patients received at least 1 dose of combination immunotherapy per protocol. The study was closed early (17 of planned 21 patients) due to slow accrual during the COVID-19 pandemic. Grade 3+ treatment-related adverse events were observed in 6 patients (40%), of which only one was possibly related to the addition of SBRT to immunotherapy. Median PFS was 42 months and median OS has not yet been reached. CONCLUSIONS Delivering ablative SBRT to all sites of metastatic disease in combination with dual checkpoint immunotherapy did not result in excessive rates of toxicity compared with historical studies of dual checkpoint immunotherapy alone. Although the study was not powered for treatment efficacy results, durable PFS and OS results suggest potential therapeutic benefit compared with immunotherapy or radiation alone in this patient population.
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Affiliation(s)
- Michael F Bassetti
- Department of Human Oncology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Brett A Morris
- Department of Human Oncology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin.
| | - Nan Sethakorn
- Department of Medical Oncology, Loyola University, Chicago, Illinois
| | - Joshua M Lang
- Department of Medical Oncology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Jennifer L Schehr
- Carbone Cancer Center, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Shuang George Zhao
- Department of Human Oncology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Zachary S Morris
- Department of Human Oncology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Darya Buehler
- Department of Pathology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Jens C Eickhoff
- Department of Biostatistics and Medical Informatics, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Paul M Harari
- Department of Human Oncology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Anne M Traynor
- Department of Medical Oncology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Toby C Campbell
- Department of Medical Oncology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Andrew M Baschnagel
- Department of Human Oncology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Ticiana A Leal
- Department of Medical Oncology, Emory University School of Medicine, Atlanta, Georgia
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Toriduka D, Matsuo Y, Hanazawa H, Kishi N, Uto M, Mizowaki T. Validation of the Lung-Mol Graded Prognostic Assessment (GPA) System for the Prognosis of Patients Receiving Radiotherapy for Brain Metastasis From Non-small Cell Lung Cancer. Cureus 2024; 16:e57485. [PMID: 38707125 PMCID: PMC11066373 DOI: 10.7759/cureus.57485] [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] [Accepted: 04/02/2024] [Indexed: 05/07/2024] Open
Abstract
PURPOSE The Lung-mol graded prognostic assessment (GPA) system predicts the prognosis of patients with brain metastases (BM) from non-small cell lung cancer (NSCLC) separately for adenocarcinoma and non-adenocarcinoma. This study aimed to validate the Lung-molGPA system using a cohort of patients in our institution who received radiotherapy for BM. MATERIALS AND METHODS Three hundred and thirty-nine patients with NSCLC who received their first course of radiotherapy for BM were included in the analysis. Among them, 65 received their second course of radiotherapy for BM. Data on sex, age, Karnofsky performance status (KPS), extracranial metastases (ECM), number of BM, histological type, and gene mutations were collected according to the Lung-molGPA system. We examined the validity of the scores assigned to the factors included in the Lung-molGPA system, separately for adenocarcinoma and non-adenocarcinoma. In addition, we validated the Lung-molGPA system to predict survival during both the first and second courses of radiotherapy. RESULTS The factors in the Lung-molGPA were significantly associated with survival, except for age in non-adenocarcinoma with marginal significance. Regarding discrimination ability, the C-indices were 0.65 and 0.69 for adenocarcinoma and non-adenocarcinoma, respectively, in the first course of radiotherapy for BM, while those in the second course were 0.62 and 0.74, respectively. Survival prediction by Lung-molGPA was almost consistent with actual survival in the first course of radiotherapy, except for the score of 0-1.0 in both histologies and 2.5-3.0 in non-adenocarcinoma. In the second course of radiotherapy, median survival could be predicted for some patients with adenocarcinoma. CONCLUSIONS Our study confirms the validity of Lung-molGPA for the estimation of median survival based on patient characteristics at the time of initiation of radiotherapy for patients in the first course of radiotherapy and shows that it may be applicable to patients with adenocarcinoma in the second course of radiotherapy.
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Affiliation(s)
- Daichi Toriduka
- Department of Radiation Oncology and Image-Applied Therapy, Kyoto University Graduate School of Medicine, Kyoto, JPN
| | - Yukinori Matsuo
- Department of Radiation Oncology and Image-Applied Therapy, Kyoto University Graduate School of Medicine, Kyoto, JPN
- Department of Radiation Oncology, Kindai University Faculty of Medicine, Osakasayama, JPN
| | - Hideki Hanazawa
- Department of Radiation Oncology and Image-Applied Therapy, Kyoto University Graduate School of Medicine, Kyoto, JPN
| | - Noriko Kishi
- Department of Radiation Oncology and Image-Applied Therapy, Kyoto University Graduate School of Medicine, Kyoto, JPN
| | - Megumi Uto
- Department of Radiation Oncology and Image-Applied Therapy, Kyoto University Graduate School of Medicine, Kyoto, JPN
| | - Takashi Mizowaki
- Department of Radiation Oncology and Image-Applied Therapy, Kyoto University Graduate School of Medicine, Kyoto, JPN
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Moon HC, Min BJ, Park YS. Can we predict overall survival using machine learning algorithms at 3-months for brain metastases from non-small cell lung cancer after gamma knife radiosurgery? Medicine (Baltimore) 2024; 103:e37084. [PMID: 38306551 PMCID: PMC10843515 DOI: 10.1097/md.0000000000037084] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Accepted: 01/05/2024] [Indexed: 02/04/2024] Open
Abstract
Gamma knife radiosurgery (GRKS) is widely used for patients with brain metastases; however, predictions of overall survival (OS) within 3-months post-GKRS remain imprecise. Specifically, more than 10% of non-small cell lung cancer (NSCLC) patients died within 8 weeks of post-GKRS, indicating potential overtreatment. This study aims to predict OS within 3-months post-GKRS using machine learning algorithms, and to identify prognostic features in NSCLC patients. We selected 120 NSCLC patients who underwent GKRS at Chungbuk National University Hospital. They were randomly assigned to training group (n = 80) and testing group (n = 40) with 14 features considered. We used 3 machine learning (ML) algorithms (Decision tree, Random forest, and Boosted tree classifier) to predict OS within 3-months for NSCLC patients. And we extracted important features and permutation features. Data validation was verified by physician and medical physicist. The accuracy of the ML algorithms for predicting OS within 3-months was 77.5% for the decision tree, 72.5% for the random forest, and 70% for the boosted tree classifier. The important features commonly showed age, receiving chemotherapy, and pretreatment each algorithm. Additionally, the permutation features commonly showed tumor volume (>10 cc) and age as critical factors each algorithm. The decision tree algorithm exhibited the highest accuracy. Analysis of the decision tree visualized data revealed that patients aged (>71 years) with tumor volume (>10 cc) were increased risk of mortality within 3-months. The findings suggest that ML algorithms can effectively predict OS within 3-months and identify crucial features in NSCLC patients. For NSCLC patients with poor prognoses, old age, and large tumor volumes, GKRS may not be a desirable treatment.
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Affiliation(s)
- Hyeong Cheol Moon
- Department of Neurosurgery, Gamma Knife Icon Center, Chungbuk National University Hospital, Cheongju, Republic of Korea
| | - Byung Jun Min
- Department of Radiation Oncology, Chungbuk National University Hospital, Cheongju, Republic of Korea
| | - Young Seok Park
- Department of Neurosurgery, Gamma Knife Icon Center, Chungbuk National University Hospital, Cheongju, Republic of Korea
- Department of Neurosurgery, Chungbuk National University, Cheongju, Republic of Korea
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Khalifa J, Lévy A, Sauvage LM, Thureau S, Darréon J, Le Péchoux C, Lerouge D, Pourel N, Antoni D, Blais E, Martin É, Marguerit A, Giraud P, Riet FG. Radiotherapy in the management of synchronous metastatic lung cancer. Cancer Radiother 2024; 28:22-35. [PMID: 37574329 DOI: 10.1016/j.canrad.2023.03.002] [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: 01/05/2023] [Accepted: 03/02/2023] [Indexed: 08/15/2023]
Abstract
Metastatic lung cancer classically portends a poor prognosis. The management of metastatic lung cancer has dramatically changed with the emergence of immune checkpoint inhibitors, targeted therapy and due to a better understanding of the oligometastatic process. In metastatic lung cancers, radiation therapy which was only used with palliative intent for decades, represents today a promising way to treat primary and oligometastatic sites with a curative intent. Herein we present through a literature review the role of radiotherapy in the management of synchronous metastatic lung cancers.
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Affiliation(s)
- J Khalifa
- Department of Radiation Oncology, institut Claudius-Regaud/IUCT-Oncopole, Toulouse, France; U1037, Inserm, CRCT, Toulouse, France.
| | - A Lévy
- Department of Radiation Oncology, International Center for Thoracic Cancers (CICT), Gustave-Roussy, 94805 Villejuif, France; Faculté de médecine, université Paris-Saclay, 94270 Le Kremlin-Bicêtre, France; Université Paris-Saclay, Molecular Radiotherapy and Therapeutic Innovation lab, Inserm U1030, 94805 Villejuif, France
| | - L-M Sauvage
- Department of Radiation Oncology, institut Curie, Paris, France
| | - S Thureau
- Department of Radiation Oncology, centre Henri-Becquerel, Rouen, France; QuantIf-Litis EA4108, université de Rouen, Rouen, France
| | - J Darréon
- Department of Radiation Oncology, institut Paoli-Calmettes, Marseille, France
| | - C Le Péchoux
- Department of Radiation Oncology, International Center for Thoracic Cancers (CICT), Gustave-Roussy, 94805 Villejuif, France
| | - D Lerouge
- Department of Radiation Oncology, centre François-Baclesse, Caen, France
| | - N Pourel
- Department of Radiation Oncology, institut Sainte-Catherine, Avignon, France
| | - D Antoni
- Department of Radiation Oncology, institut de cancérologie Strasbourg Europe, Strasbourg, France
| | - E Blais
- Department of Radiation Oncology, polyclinique Marzet, Pau, France
| | - É Martin
- Department of Radiation Oncology, centre Georges-François-Leclerc, Dijon, France
| | - A Marguerit
- Department of Radiation Oncology, institut de cancérologie de Montpellier, Montpellier, France
| | - P Giraud
- Department of Radiation Oncology, hôpital européen Georges-Pompidou, Paris, France; Université Paris Cité, Paris, France
| | - F-G Riet
- Department of Radiation Oncology, centre hospitalier privé Saint-Grégoire, Saint-Grégoire, France
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Li P, Luo J, Zheng Z, Meng L, Zhang A, Cao W, Gong X. Survival Predictive Nomograms for Non-Surgical Brain Metastases Patients From Non-Small Cell Lung Cancer Receiving Radiotherapy: A Population-Based Study. Cancer Control 2024; 31:10732748241255212. [PMID: 38769789 PMCID: PMC11110521 DOI: 10.1177/10732748241255212] [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: 11/29/2023] [Revised: 04/06/2024] [Accepted: 04/15/2024] [Indexed: 05/22/2024] Open
Abstract
OBJECTIVE A high number of Non-Small Cell Lung Cancer (NSCLC) patients with brain metastasis who have not had surgery often have a negative outlook. Radiotherapy remains a most common and effective method. Nomograms were developed to forecast the cancer-specific survival (CSS) and overall survival (OS) in NSCLC individuals with nonoperative brain metastases who underwent radiotherapy. METHODS Information was gathered from the Surveillance, Epidemiology, and End Results (SEER) database about patients diagnosed with NSCLC who had brain metastases not suitable for surgery. Nomograms were created and tested using multivariate Cox regression models to forecast CSS and OS at intervals of 1, 2, and 3 years. RESULTS The research involved 3413 individuals diagnosed with NSCLC brain metastases who had undergone radiotherapy but had not experienced surgery. These participants were randomly divided into two categories. The analysis revealed that gender, age, ethnicity, marital status, tumor location, tumor laterality, tumor grade, histology, T stage, N stage, chemotherapy, tumor size, lung metastasis, bone metastasis, and liver metastasis were significant independent predictors for OS and CSS. The C-index for the training set for predicting OS was .709 (95% CI, .697-.721), and for the validation set, it was .705 (95% CI, .686-.723), respectively. The C-index for predicting CSS was .710 (95% CI, .697-.722) in the training set and .703 (95% CI, .684-.722) in the validation set, respectively. The nomograms model, as suggested by the impressive C-index, exhibits outstanding differentiation ability. Moreover, the ROC and calibration curves reveal its commendable precision and distinguishing potential. CONCLUSIONS For the first time, highly accurate and reliable nomograms were developed to predict OS and CSS in NSCLC patients with non-surgical brain metastases, who have undergone radiotherapy treatment. The nomograms may assist in tailoring counseling strategies and choosing the most effective treatment method.
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Affiliation(s)
- Peng Li
- Department of Radiation Oncology, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
| | - Jie Luo
- Department of Oncology, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
| | - Zilong Zheng
- Department of Radiation Oncology, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
| | - Lu Meng
- Department of Radiation Oncology, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
| | - Anqi Zhang
- Department of Radiation Oncology, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
| | - Wei Cao
- Department of Breast, The International Peace Maternity and Child Health Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Xiaomei Gong
- Department of Radiation Oncology, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
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Arrieta O, Bolaño-Guerra LM, Caballé-Pérez E, Lara-Mejía L, Turcott JG, Gutiérrez S, Lozano-Ruiz F, Cabrera-Miranda L, Arroyave-Ramírez AM, Maldonado-Magos F, Corrales L, Martín C, Gómez-García AP, Cacho-Díaz B, Cardona AF. Perilesional edema diameter associated with brain metastases as a predictive factor of response to radiotherapy in non-small cell lung cancer. Front Oncol 2023; 13:1251620. [PMID: 37916162 PMCID: PMC10616784 DOI: 10.3389/fonc.2023.1251620] [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: 07/31/2023] [Accepted: 09/18/2023] [Indexed: 11/03/2023] Open
Abstract
Background Different prognostic scales exist in patients with brain metastasis, particularly in lung cancer. The Graded Prognostic Assessment for lung cancer using molecular markers (Lung-molGPA index) for brain metastases is a powerful prognostic tool that effectively identifies patients at different risks. However, these scales do not include perilesional edema diameter (PED) associated with brain metastasis. Current evidence suggests that PED might compromise the delivery and efficacy of radiotherapy to treat BM. This study explored the association between radiotherapy efficacy, PED extent, and gross tumor diameter (GTD). Aim The aim of this study was to evaluate the intracranial response (iORR), intracranial progression-free survival (iPFS), and overall survival (OS) according to the extent of PED and GT. Methods Out of 114 patients with BM at baseline or throughout the disease, 65 were eligible for the response assessment. The GTD and PED sum were measured at BM diagnosis and after radiotherapy treatment. According to a receiver operating characteristic (ROC) curve analysis, cutoff values were set at 27 mm and 17 mm for PED and GT, respectively. Results Minor PED was independently associated with a better iORR [78.8% vs. 50%, OR 3.71 (95% CI 1.26-10.99); p = 0.018] to brain radiotherapy. Median iPFS was significantly shorter in patients with major PED [6.9 vs. 11.8 months, HR 2.9 (95% CI 1.7-4.4); p < 0.001] independently of other prognostic variables like the Lung-molGPA and GTD. A major PED also negatively impacted the median OS [18.4 vs. 7.9 months, HR 2.1 (95% CI 1.4-3.3); p = 0.001]. Conclusion Higher PED was associated with an increased risk of intracranial progression and a lesser probability of responding to brain radiotherapy in patients with metastatic lung cancer. We encourage prospective studies to confirm our findings.
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Affiliation(s)
- Oscar Arrieta
- Thoracic Oncology Unit, Department of Thoracic Oncology, Instituto Nacional de Cancerología (INCan), México City, Mexico
| | - Laura Margarita Bolaño-Guerra
- Thoracic Oncology Unit, Department of Thoracic Oncology, Instituto Nacional de Cancerología (INCan), México City, Mexico
| | - Enrique Caballé-Pérez
- Thoracic Oncology Unit, Department of Thoracic Oncology, Instituto Nacional de Cancerología (INCan), México City, Mexico
| | - Luis Lara-Mejía
- Thoracic Oncology Unit, Department of Thoracic Oncology, Instituto Nacional de Cancerología (INCan), México City, Mexico
| | - Jenny G. Turcott
- Thoracic Oncology Unit, Department of Thoracic Oncology, Instituto Nacional de Cancerología (INCan), México City, Mexico
| | - Salvador Gutiérrez
- Thoracic Oncology Unit, Department of Thoracic Oncology, Instituto Nacional de Cancerología (INCan), México City, Mexico
| | | | - Luis Cabrera-Miranda
- Thoracic Oncology Unit, Department of Thoracic Oncology, Instituto Nacional de Cancerología (INCan), México City, Mexico
| | | | | | - Luis Corrales
- Oncology Department, Hospital San Juan de Dios, San José, Costa Rica
| | - Claudio Martín
- Thoracic Oncology Unit, Alexander Fleming Institute, Buenos Aires, Argentina
| | - Ana Pamela Gómez-García
- Thoracic Oncology Unit, Department of Thoracic Oncology, Instituto Nacional de Cancerología (INCan), México City, Mexico
| | - Bernardo Cacho-Díaz
- Neuro-oncology Unit, Instituto Nacional de Cancerología (INCan), México City, Mexico
| | - Andrés F. Cardona
- Direction of Research and Education, Luis Carlos Sarmiento Angulo Cancer Treatment and Research Center - Cancer Treatment and Research Cente (CTIC), Bogotá, Colombia
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Jeong S, Poudyal S, Klagges S, Kuhnt T, Papsdorf K, Hambsch P, Wach J, Güresir E, Nägler F, Rühle A, Nicolay NH, Seidel C. Diabetes Mellitus Is a Strong Independent Negative Prognostic Factor in Patients with Brain Metastases Treated with Radiotherapy. Cancers (Basel) 2023; 15:4845. [PMID: 37835539 PMCID: PMC10571851 DOI: 10.3390/cancers15194845] [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: 07/03/2023] [Revised: 09/07/2023] [Accepted: 09/29/2023] [Indexed: 10/15/2023] Open
Abstract
BACKGROUND Brain metastases (BM) cause relevant morbidity and mortality in cancer patients. The presence of cerebrovascular diseases can alter the tumor microenvironment, cellular proliferation and treatment resistance. However, it is largely unknown if the presence of distinct cerebrovascular risk factors may alter the prognosis of patients with BM. METHODS Patients admitted for the radiotherapy of BM at a large tertiary cancer center were included. Patient and survival data, including cerebrovascular risk factors (diabetes mellitus (DM), smoking, arterial hypertension, peripheral arterial occlusive disease, hypercholesterolemia and smoking) were recorded. RESULTS 203 patients were included. Patients with DM (n = 39) had significantly shorter overall survival (OS) (HR 1.75 (1.20-2.56), p = 0.003, log-rank). Other vascular comorbidities were not associated with differences in OS. DM remained prognostically significant in the multivariate Cox regression including established prognostic factors (HR 1.92 (1.20-3.06), p = 0.006). Furthermore, subgroup analyses revealed a prognostic role of DM in patients with non-small cell lung cancer, both in univariate (HR 1.68 (0.97-2.93), p = 0.066) and multivariate analysis (HR 2.73 (1.33-5.63), p = 0.006), and a trend in melanoma patients. CONCLUSION DM is associated with reduced survival in patients with BM. Further research is necessary to better understand the molecular mechanisms and therapeutic implications of this important interaction.
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Affiliation(s)
- Seong Jeong
- Department of Radiation Oncology, University of Leipzig Medical Center, 04103 Leipzig, Germany (S.P.); (T.K.)
- Comprehensive Cancer Center Central Germany, Partner Site Leipzig, 04103 Leipzig, Germany; (J.W.)
| | - Soniya Poudyal
- Department of Radiation Oncology, University of Leipzig Medical Center, 04103 Leipzig, Germany (S.P.); (T.K.)
- Comprehensive Cancer Center Central Germany, Partner Site Leipzig, 04103 Leipzig, Germany; (J.W.)
| | | | - Thomas Kuhnt
- Department of Radiation Oncology, University of Leipzig Medical Center, 04103 Leipzig, Germany (S.P.); (T.K.)
- Comprehensive Cancer Center Central Germany, Partner Site Leipzig, 04103 Leipzig, Germany; (J.W.)
| | - Kirsten Papsdorf
- Department of Radiation Oncology, University of Leipzig Medical Center, 04103 Leipzig, Germany (S.P.); (T.K.)
- Comprehensive Cancer Center Central Germany, Partner Site Leipzig, 04103 Leipzig, Germany; (J.W.)
| | - Peter Hambsch
- Department of Radiation Oncology, University of Leipzig Medical Center, 04103 Leipzig, Germany (S.P.); (T.K.)
- Comprehensive Cancer Center Central Germany, Partner Site Leipzig, 04103 Leipzig, Germany; (J.W.)
| | - Johannes Wach
- Comprehensive Cancer Center Central Germany, Partner Site Leipzig, 04103 Leipzig, Germany; (J.W.)
- Department of Neurosurgery, University of Leipzig Medical Center, 04103 Leipzig, Germany
| | - Erdem Güresir
- Comprehensive Cancer Center Central Germany, Partner Site Leipzig, 04103 Leipzig, Germany; (J.W.)
- Department of Neurosurgery, University of Leipzig Medical Center, 04103 Leipzig, Germany
| | - Franziska Nägler
- Department of Radiation Oncology, University of Leipzig Medical Center, 04103 Leipzig, Germany (S.P.); (T.K.)
- Comprehensive Cancer Center Central Germany, Partner Site Leipzig, 04103 Leipzig, Germany; (J.W.)
| | - Alexander Rühle
- Department of Radiation Oncology, University of Leipzig Medical Center, 04103 Leipzig, Germany (S.P.); (T.K.)
- Comprehensive Cancer Center Central Germany, Partner Site Leipzig, 04103 Leipzig, Germany; (J.W.)
| | - Nils H. Nicolay
- Department of Radiation Oncology, University of Leipzig Medical Center, 04103 Leipzig, Germany (S.P.); (T.K.)
- Comprehensive Cancer Center Central Germany, Partner Site Leipzig, 04103 Leipzig, Germany; (J.W.)
| | - Clemens Seidel
- Department of Radiation Oncology, University of Leipzig Medical Center, 04103 Leipzig, Germany (S.P.); (T.K.)
- Comprehensive Cancer Center Central Germany, Partner Site Leipzig, 04103 Leipzig, Germany; (J.W.)
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Pan K, Concannon K, Li J, Zhang J, Heymach JV, Le X. Emerging therapeutics and evolving assessment criteria for intracranial metastases in patients with oncogene-driven non-small-cell lung cancer. Nat Rev Clin Oncol 2023; 20:716-732. [PMID: 37592034 PMCID: PMC10851171 DOI: 10.1038/s41571-023-00808-4] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/21/2023] [Indexed: 08/19/2023]
Abstract
The improved survival outcomes of patients with non-small-cell lung cancer (NSCLC), largely owing to the improved control of systemic disease provided by immune-checkpoint inhibitors and novel targeted therapies, have highlighted the challenges posed by central nervous system (CNS) metastases as a devastating yet common complication, with up to 50% of patients developing such lesions during the course of the disease. Early-generation tyrosine-kinase inhibitors (TKIs) often provide robust systemic disease control in patients with oncogene-driven NSCLCs, although these agents are usually unable to accumulate to therapeutically relevant concentrations in the CNS owing to an inability to cross the blood-brain barrier. However, the past few years have seen a paradigm shift with the emergence of several novel or later-generation TKIs with improved CNS penetrance. Such agents have promising levels of activity against brain metastases, as demonstrated by data from preclinical and clinical studies. In this Review, we describe current preclinical and clinical evidence of the intracranial activity of TKIs targeting various oncogenic drivers in patients with NSCLC, with a focus on newer agents with enhanced CNS penetration, leptomeningeal disease and the need for intrathecal treatment options. We also discuss evolving assessment criteria and regulatory considerations for future clinical investigations.
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Affiliation(s)
- Kelsey Pan
- Department of Cancer Medicine, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Kyle Concannon
- Department of Cancer Medicine, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jing Li
- Department of Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jianjun Zhang
- Department of Thoracic/Head and Neck Medical Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - John V Heymach
- Department of Thoracic/Head and Neck Medical Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Xiuning Le
- Department of Thoracic/Head and Neck Medical Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, USA.
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Nigen B, Goronflot T, Herbreteau G, Mathiot L, Sagan C, Raimbourg J, Bennouna J, Thillays F, Pons-Tostivint E. Impact of first-line immunotherapy on survival and intracranial outcomes in a cohort of non-small cell lung cancer patients with brain metastases at diagnosis. Lung Cancer 2023; 184:107321. [PMID: 37586178 DOI: 10.1016/j.lungcan.2023.107321] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Revised: 08/03/2023] [Accepted: 08/05/2023] [Indexed: 08/18/2023]
Abstract
BACKGROUND Although brain metastases (BM) at diagnosis are common in non-squamous NSCLC patients (ns-NSCLC), they have been mostly excluded from randomized trials. The aim of this retrospective study was to evaluate real-word outcomes of frontline immune checkpoint inhibitor (ICI) in these patients. METHODS Our study assess the intracranial and overall efficacy of first-line ICI-based therapy compared to chemotherapy (CT) in ns-NSCLC patients diagnosed with BM, showing no targetable alterations. Patients were divided according to systemic therapy: CT, ICI, or CT-ICI. Primary endpoint was overall survival (OS), compared using Kaplan-Meier and Cox methodology. Secondary endpoint was intracranial progression free survival (icPFS). RESULTS Between 01 and 2018 and 05-2021, 118 patients were included (52 CT, 38 ICI and 28 CT-ICI). Median follow-up was 30.0 months. Intracranial radiotherapy was delivered for 75.0%, 68.4% and 67.9% of patients for CT, ICI and CT-ICI groups (p = 0.805). After adjustment, ICI and CT-ICI were associated with a better OS compared to CT (HR = 0.46, 95 %CI: 0.23-0.89, and HR = 0.52, 95 %CI: 0.27-1.01, respectively). ICI and CT-ICI were associated with a significant reduction in the risk of intracranial progression by 54% (HR = 0.46, 95 %CI: 0.25-0.84) and 59% (HR = 0.41, 95 %CI: 0.23-0.77) compared to CT. Stereotactic radiosurgery was associated with an increased icPFS compared to systemic therapy alone (HR = 0.51, 95% CI: 0.29 - 0.92), whereas whole-brain was not. CONCLUSIONS Real-life ns-NSCLC patients with BM at diagnosis treated frontline with ICI presented OS and icPFS benefit compared to CT alone. A prospective assessment of the ideal type and sequence of systemic and local therapy should be conducted.
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Affiliation(s)
- Benoit Nigen
- Nantes University, Centre Hospitalier Universitaire Nantes, Pneumology, F-44000 Nantes, France
| | - Thomas Goronflot
- Nantes Université, CHU Nantes, Pôle Hospitalo-Universitaire, 11 : Santé Publique, Clinique des données, INSERM, CIC, 1413, F-44000 Nantes, France
| | - Guillaume Herbreteau
- Biochemistry Laboratory and Molecular Cancer Genetics Plateform, University Hospital, 44093 Nantes, France
| | - Laurent Mathiot
- Nantes University, Centre Hospitalier Universitaire Nantes, Medical Oncology, F-44000 Nantes, France
| | - Christine Sagan
- Departement of Pathological Anatomy and Cytology, Centre Hospitalier Universitaire Nantes, 44093 Nantes, France
| | - Judith Raimbourg
- Department of Medical Oncology, Comprehensive Cancer Center, Institut de Cancérologie de l'Ouest, Saint-Herblain, France; Nantes Université, Inserm UMR 1307, CNRS UMR 6075, Université d'Angers, CRCI2NA, Nantes, France
| | - Jaafar Bennouna
- Department of Medical Oncology, Hospital Foch, Suresnes, France
| | - François Thillays
- Department of radiotherapy, Comprehensive Cancer Center, Institut de Cancérologie de l'Ouest, Saint-Herblain, France
| | - Elvire Pons-Tostivint
- Nantes University, Centre Hospitalier Universitaire Nantes, Medical Oncology, F-44000 Nantes, France; Nantes Université, Inserm UMR 1307, CNRS UMR 6075, Université d'Angers, CRCI2NA, Nantes, France.
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Levis M, Gastino A, De Giorgi G, Mantovani C, Bironzo P, Mangherini L, Ricci AA, Ricardi U, Cassoni P, Bertero L. Modern Stereotactic Radiotherapy for Brain Metastases from Lung Cancer: Current Trends and Future Perspectives Based on Integrated Translational Approaches. Cancers (Basel) 2023; 15:4622. [PMID: 37760591 PMCID: PMC10526239 DOI: 10.3390/cancers15184622] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Revised: 09/01/2023] [Accepted: 09/14/2023] [Indexed: 09/29/2023] Open
Abstract
Brain metastases (BMs) represent the most frequent metastatic event in the course of lung cancer patients, occurring in approximately 50% of patients with non-small-cell lung cancer (NSCLC) and in up to 70% in patients with small-cell lung cancer (SCLC). Thus far, many advances have been made in the diagnostic and therapeutic procedures, allowing improvements in the prognosis of these patients. The modern approach relies on the integration of several factors, such as accurate histological and molecular profiling, comprehensive assessment of clinical parameters and precise definition of the extent of intracranial and extracranial disease involvement. The combination of these factors is pivotal to guide the multidisciplinary discussion and to offer the most appropriate treatment to these patients based on a personalized approach. Focal radiotherapy (RT), in all its modalities (radiosurgery (SRS), fractionated stereotactic radiotherapy (SRT), adjuvant stereotactic radiotherapy (aSRT)), is the cornerstone of BM management, either alone or in combination with surgery and systemic therapies. We review the modern therapeutic strategies available to treat lung cancer patients with brain involvement. This includes an accurate review of the different technical solutions which can be exploited to provide a "state-of-art" focal RT and also a detailed description of the systemic agents available as effective alternatives to SRS/SRT when a targetable molecular driver is present. In addition to the validated treatment options, we also discuss the future perspective for focal RT, based on emerging clinical reports (e.g., SRS for patients with many BMs from NSCLC or SRS for BMs from SCLC), together with a presentation of innovative and promising findings in translational research and the combination of novel targeted agents with SRS/SRT.
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Affiliation(s)
- Mario Levis
- Radiation Oncology Unit, Department of Oncology, University of Turin, 10126 Turin, Italy; (M.L.); (A.G.); (G.D.G.); (C.M.); (U.R.)
| | - Alessio Gastino
- Radiation Oncology Unit, Department of Oncology, University of Turin, 10126 Turin, Italy; (M.L.); (A.G.); (G.D.G.); (C.M.); (U.R.)
| | - Greta De Giorgi
- Radiation Oncology Unit, Department of Oncology, University of Turin, 10126 Turin, Italy; (M.L.); (A.G.); (G.D.G.); (C.M.); (U.R.)
| | - Cristina Mantovani
- Radiation Oncology Unit, Department of Oncology, University of Turin, 10126 Turin, Italy; (M.L.); (A.G.); (G.D.G.); (C.M.); (U.R.)
| | - Paolo Bironzo
- Oncology Unit, Department of Oncology, San Luigi Gonzaga Hospital, University of Turin, 10043 Orbassano, Italy;
| | - Luca Mangherini
- Pathology Unit, Department of Medical Sciences, University of Turin, 10126 Turin, Italy; (L.M.); (A.A.R.); (P.C.)
| | - Alessia Andrea Ricci
- Pathology Unit, Department of Medical Sciences, University of Turin, 10126 Turin, Italy; (L.M.); (A.A.R.); (P.C.)
| | - Umberto Ricardi
- Radiation Oncology Unit, Department of Oncology, University of Turin, 10126 Turin, Italy; (M.L.); (A.G.); (G.D.G.); (C.M.); (U.R.)
| | - Paola Cassoni
- Pathology Unit, Department of Medical Sciences, University of Turin, 10126 Turin, Italy; (L.M.); (A.A.R.); (P.C.)
| | - Luca Bertero
- Pathology Unit, Department of Medical Sciences, University of Turin, 10126 Turin, Italy; (L.M.); (A.A.R.); (P.C.)
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Deng F, Liu Z, Fang W, Niu L, Chu X, Cheng Q, Zhang Z, Zhou R, Yang G. MRI radiomics for brain metastasis sub-pathology classification from non-small cell lung cancer: a machine learning, multicenter study. Phys Eng Sci Med 2023; 46:1309-1320. [PMID: 37460894 DOI: 10.1007/s13246-023-01300-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Accepted: 07/04/2023] [Indexed: 09/07/2023]
Abstract
The objective of this study is to develop a machine-learning model that can accurately distinguish between different histologic types of brain lesions in patients with non-small cell lung cancer (NSCLC) when it is not safe or feasible to perform a biopsy. To achieve this goal, the study utilized data from two patient cohorts: 116 patients from Xiangya Hospital and 35 patients from Yueyang Central Hospital. A total of eight machine learning algorithms, including Xgboost, were compared. Additionally, a 3-dimensional convolutional neural network was trained using transfer learning to further evaluate the performance of these models. The SHapley Additive exPlanations (SHAP) method was developed to determine the most important features in the best-performing model after hyperparameter optimization. The results showed that the area under the curve (AUC) for the classification of brain lesions as either lung adenocarcinoma or squamous carcinoma ranged from 0.60 to 0.87. The model based on single radiomics features extracted from contrast-enhanced T1 MRI and utilizing the Xgboost algorithm demonstrated the highest performance (AUC: 0.85) in the internal validation set and adequate performance (AUC: 0.80) in the independent external validation set. The SHAP values also revealed the impact of individual features on the classification results. In conclusion, the use of a radiomics model incorporating contrast-enhanced T1 MRI, Xgboost, and SHAP algorithms shows promise in accurately and interpretably identifying brain lesions in patients with NSCLC.
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Affiliation(s)
- Fuxing Deng
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, 410008, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan Province, 410008, China
- Xiangya Lung Cancer Center, Xiangya Hospital, Central South University, Changsha, 410008, China
| | - Zhiyuan Liu
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, 410008, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan Province, 410008, China
- Xiangya Lung Cancer Center, Xiangya Hospital, Central South University, Changsha, 410008, China
| | - Wei Fang
- Department of Radiology, Yueyang Central Hospital, Yueyang, 414000, China
| | - Lishui Niu
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, 410008, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan Province, 410008, China
- Xiangya Lung Cancer Center, Xiangya Hospital, Central South University, Changsha, 410008, China
| | - Xianjing Chu
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, 410008, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan Province, 410008, China
- Xiangya Lung Cancer Center, Xiangya Hospital, Central South University, Changsha, 410008, China
| | - Quan Cheng
- Xiangya Lung Cancer Center, Xiangya Hospital, Central South University, Changsha, 410008, China
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, 410008, China
| | - Zijian Zhang
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, 410008, China.
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan Province, 410008, China.
- Xiangya Lung Cancer Center, Xiangya Hospital, Central South University, Changsha, 410008, China.
| | - Rongrong Zhou
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, 410008, China.
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan Province, 410008, China.
- Xiangya Lung Cancer Center, Xiangya Hospital, Central South University, Changsha, 410008, China.
| | - Guang Yang
- National Heart and Lung Institute, Imperial College London, London, UK
- Cardiovascular Research Centre, Royal Brompton Hospital, London, UK
- School of Biomedical Engineering & Imaging Sciences, King's College London, London, UK
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Rusthoven CG, Staley AW, Gao D, Yomo S, Bernhardt D, Wandrey N, El Shafie R, Kraemer A, Padilla O, Chiang V, Faramand AM, Palmer JD, Zacharia BE, Wegner RE, Hattangadi-Gluth JA, Levy A, Bernstein K, Mathieu D, Cagney DN, Chan MD, Grills IS, Braunstein S, Lee CC, Sheehan JP, Kluwe C, Patel S, Halasz LM, Andratschke N, Deibert CP, Verma V, Trifiletti DM, Cifarelli CP, Debus J, Combs SE, Sato Y, Higuchi Y, Aoyagi K, Brown PD, Alami V, Niranjan A, Lunsford LD, Kondziolka D, Camidge DR, Kavanagh BD, Robin TP, Serizawa T, Yamamoto M. Comparison of first-line radiosurgery for small-cell and non-small cell lung cancer brain metastases (CROSS-FIRE). J Natl Cancer Inst 2023; 115:926-936. [PMID: 37142267 PMCID: PMC10407696 DOI: 10.1093/jnci/djad073] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Revised: 03/23/2023] [Accepted: 04/28/2023] [Indexed: 05/06/2023] Open
Abstract
INTRODUCTION Historical reservations regarding stereotactic radiosurgery (SRS) for small-cell lung cancer (SCLC) brain metastases include concerns for short-interval and diffuse central nervous system (CNS) progression, poor prognoses, and increased neurological mortality specific to SCLC histology. We compared SRS outcomes for SCLC and non-small cell lung cancer (NSCLC) where SRS is well established. METHODS Multicenter first-line SRS outcomes for SCLC and NSCLC from 2000 to 2022 were retrospectively collected (n = 892 SCLC, n = 4785 NSCLC). Data from the prospective Japanese Leksell Gamma Knife Society (JLGK0901) clinical trial of first-line SRS were analyzed as a comparison cohort (n = 98 SCLC, n = 814 NSCLC). Overall survival (OS) and CNS progression were analyzed using Cox proportional hazard and Fine-Gray models, respectively, with multivariable adjustment for cofactors including age, sex, performance status, year, extracranial disease status, and brain metastasis number and volume. Mutation-stratified analyses were performed in propensity score-matched retrospective cohorts of epidermal growth factor receptor (EGFR) and anaplastic lymphoma kinase (ALK) positive NSCLC, mutation-negative NSCLC, and SCLC. RESULTS OS was superior for patients with NSCLC compared to SCLC in the retrospective dataset (median OS = 10.5 vs 8.6 months; P < .001) and in the JLGK0901 dataset. Hazard estimates for first CNS progression favoring NSCLC were similar in both datasets but reached statistical significance in the retrospective dataset only (multivariable hazard ratio = 0.82, 95% confidence interval = 0.73 to 0.92, P = .001). In the propensity score-matched cohorts, there were continued OS advantages for NSCLC patients (median OS = 23.7 [EGFR and ALK positive NSCLC] vs 13.6 [mutation-negative NSCLC] vs 10.4 months [SCLC], pairwise P values < 0.001), but no statistically significant differences in CNS progression were observed in the matched cohorts. Neurological mortality and number of lesions at CNS progression were similar for NSCLC and SCLC patients. Leptomeningeal progression was increased in patients with NSCLC compared to SCLC in the retrospective dataset only (multivariable hazard ratio = 1.61, 95% confidence interval = 1.14 to 2.26, P = .007). CONCLUSIONS After SRS, SCLC histology was associated with shorter OS compared to NSCLC. CNS progression occurred earlier in SCLC patients overall but was similar in patients matched on baseline factors. SCLC was not associated with increased neurological mortality, number of lesions at CNS progression, or leptomeningeal progression compared to NSCLC. These findings may better inform clinical expectations and individualized decision making regarding SRS for SCLC patients.
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Affiliation(s)
- Chad G Rusthoven
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Alyse W Staley
- University of Colorado Cancer Center, Biostatistics Core, Aurora, CO, USA
| | - Dexiang Gao
- University of Colorado Cancer Center, Biostatistics Core, Aurora, CO, USA
| | - Shoji Yomo
- Division of Radiation Oncology, Aizawa Comprehensive Cancer Center, Division of Radiation Oncology, Aizawa Hospital, Matsumoto, Japan
| | - Denise Bernhardt
- Department of Radiation Oncology, Technical University of Munich (TUM), Munich, Germany
| | - Narine Wandrey
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Rami El Shafie
- Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany
- Department of Radiation Oncology, University Medical Center Göttingen, Göttingen, Germany
| | - Anna Kraemer
- Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany
- National Center for Radiation Oncology (NCRO), Heidelberg Institute for Radiation Oncology (HIRO), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - Oscar Padilla
- Department of Radiation Oncology, Columbia University Irving Medical Center, New York, NY, USA
| | - Veronica Chiang
- Department of Neurosurgery, Yale University School of Medicine, New Haven, CT, USA
| | - Andrew M Faramand
- Department of Neurosurgery, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Joshua D Palmer
- Department of Radiation Oncology, The James Comprehensive Cancer Center at The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Brad E Zacharia
- Department of Neurosurgery, Penn State Health Milton S. Hershey Medical Center, Hershey, PA, USA
| | - Rodney E Wegner
- Division of Radiation Oncology, Allegheny Health Network Cancer Institute, Pittsburgh, PA, USA
| | | | - Antonin Levy
- Department of Radiation Oncology, Gustave Roussy, Villejuif, Université Paris Saclay, France
| | - Kenneth Bernstein
- Department of Radiation Oncology, New York University Langone Medical Center, New York, NY, USA
| | - David Mathieu
- Division of Neurosurgery, Université de Sherbrooke, Centre de Recherche du CHUS, Sherbrooke, QC, Canada
| | - Daniel N Cagney
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Michael D Chan
- Department of Radiation Oncology, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Inga S Grills
- Department of Radiation Oncology, Beaumont Health System, Royal Oak, MI, USA
| | - Steve Braunstein
- Department of Radiation Oncology, University of California, San Francisco, San Francisco, CA, USA
| | - Cheng-Chia Lee
- Taipei Veterans General Hospital, Department of Neurosurgery, Neurological Institute, Taipei, Taiwan
| | - Jason P Sheehan
- Department of Neurological Surgery, University of Virginia, Charlottesville, VA, USA
| | - Christien Kluwe
- Department of Radiation Oncology, Vanderbilt University, Nashville, TN, USA
| | - Samir Patel
- Division of Radiation Oncology, Department of Oncology, University of Alberta, Edmonton, Alberta, Canada
| | - Lia M Halasz
- Department of Radiation Oncology, University of Washington School of Medicine, Seattle, WA, USA
| | - Nicolaus Andratschke
- Department of Radiation Oncology, University Hospital Zurich (USZ), The University of Zurich, Zurich, Switzerland
| | | | - Vivek Verma
- Department of Radiation Oncology, MD Anderson Cancer Center, Houston, TX, USA
| | - Daniel M Trifiletti
- Department of Radiation Oncology, Mayo Clinic Jacksonville, Jacksonville, FL, USA
| | | | - Jürgen Debus
- Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany
- National Center for Radiation Oncology (NCRO), Heidelberg Institute for Radiation Oncology (HIRO), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
- Deutsches Konsortium für Translationale Krebsforschung (DKTK), Partner Site Heidelberg, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Stephanie E Combs
- Department of Radiation Oncology, Technical University of Munich (TUM), Munich, Germany
| | - Yasunori Sato
- Department of Preventive Medicine and Public Health, Keio University School of Medicine, Tokyo, Japan
| | - Yoshinori Higuchi
- Department of Neurological Surgery, Chiba University Graduate School of Medicine, Chiba, Japan
| | - Kyoko Aoyagi
- Gamma Knife House, Chiba Cerebral and Cardiovascular Center, Chiba, Japan
| | - Paul D Brown
- Department of Radiation Oncology, Mayo Clinic, Rochester, MN, USA
| | - Vida Alami
- University of Colorado Cancer Center, Biostatistics Core, Aurora, CO, USA
| | - Ajay Niranjan
- Department of Neurosurgery, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - L Dade Lunsford
- Department of Neurosurgery, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Douglas Kondziolka
- Department of Neurosurgery and Radiation Oncology, New York University Langone Medical Center, New York, NY, USA
| | - D Ross Camidge
- Division of Medical Oncology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Brian D Kavanagh
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Tyler P Robin
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Toru Serizawa
- Tokyo Gamma Unit Center, Tsukiji Neurological Clinic, Tokyo, Japan
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Kang TMJ, Ratnayake G, Wada M, Phillips C, Ruben J, Senthi S, Foroudi F, Millar J, Ong WL. Real-world data on patterns and outcomes of radiation therapy for brain metastases in a population-based cohort of lung cancer patients in Victoria. J Med Imaging Radiat Oncol 2023; 67:546-555. [PMID: 37272446 DOI: 10.1111/1754-9485.13545] [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: 01/02/2023] [Accepted: 05/21/2023] [Indexed: 06/06/2023]
Abstract
INTRODUCTION We evaluated real-world data on the patterns and outcomes of radiotherapy (RT) for brain metastases (BM) in a population-based cohort of patients with lung cancer (LC) in Victoria. METHODS The Victorian Radiotherapy Minimum Data set (VRMDS) and the Victorian Cancer Registry (VCR) were linked to identify patients with LC who underwent RT for BM between 2013 and 2016. We determined: (i) proportion of patients treated with stereotactic radiosurgery (SRS); (ii) overall survival (OS); and (iii) 30-day mortality (30M) following RT for BM. RESULTS Of the 1001 patients included in the study, 193 (19%) had SRS. There was no significant increase in SRS use over time - from 18% in 2013 to 21% in 2016 (P-trend = 0.8). In multivariate analyses, increased age (P = 0.03) and treatment in regional centres (P < 0.001) were independently associated with lower likelihood of SRS treatment. The median OS following RT for BM was 3.6 months. Patients who had SRS had better OS than those who did not have SRS (median OS 8.9 months vs. 3 months, P < 0.01). SRS use, age, sex and year of treatment were independently associated with OS in multivariate analyses. A total of 184 (18%) patients died within 30 days of RT for BM, and the proportion was higher in older (P = 0.001) and male patients (P = 0.004). CONCLUSION One-in-five LC patients who received RT for BM had SRS. The improved OS with SRS is likely confounded by patient selection. It is important to reduce 30M by better selecting patients who may not benefit from RT for BM.
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Affiliation(s)
- Therese Min Jung Kang
- Alfred Health Radiation Oncology, Melbourne, Victoria, Australia
- Department of Radiation Oncology, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Gishan Ratnayake
- Alfred Health Radiation Oncology, Melbourne, Victoria, Australia
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
- Radiation Oncology, Princess Alexandra Hospital, Brisbane, Queensland, Australia
| | - Morikatsu Wada
- Department of Radiation Oncology, Olivia Newton-John Cancer Wellness and Research Centre, Austin Health, Melbourne, Victoria, Australia
| | - Claire Phillips
- Department of Radiation Oncology, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Jeremy Ruben
- Alfred Health Radiation Oncology, Melbourne, Victoria, Australia
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
| | - Sashendra Senthi
- Alfred Health Radiation Oncology, Melbourne, Victoria, Australia
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
| | - Farshad Foroudi
- Department of Radiation Oncology, Olivia Newton-John Cancer Wellness and Research Centre, Austin Health, Melbourne, Victoria, Australia
| | - Jeremy Millar
- Alfred Health Radiation Oncology, Melbourne, Victoria, Australia
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
| | - Wee Loon Ong
- Alfred Health Radiation Oncology, Melbourne, Victoria, Australia
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
- School of Clinical Medicine, University of Cambridge, Cambridge, UK
- Department of Radiation Oncology, Sunnybrook Health Sciences Centre, Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada
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Christopoulos P. Tackling the challenge of brain involvement in driver-negative non-small cell lung cancer. Transl Lung Cancer Res 2023; 12:1364-1368. [PMID: 37577317 PMCID: PMC10413019 DOI: 10.21037/tlcr-23-347] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Accepted: 07/06/2023] [Indexed: 08/15/2023]
Affiliation(s)
- Petros Christopoulos
- Department of Medical Oncology, Thoraxklinik and National Center for Tumor Diseases at Heidelberg University Hospital, Heidelberg, Germany
- Translational Lung Research Center at Heidelberg University Hospital, Member of the German Center for Lung Research (DZL), Heidelberg, Germany
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Botta FP, Rocha LA, de Souza VDGP, Dos Reis PP, Lima EDO, Ferrasi AC, Fernandes AY, Zanini MA, Hamamoto Filho PT. Survival in patients undergoing surgical resection for brain metastasis from lung cancer and utility of different prognostic scales. Neurosurg Rev 2023; 46:184. [PMID: 37493965 DOI: 10.1007/s10143-023-02092-3] [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: 06/16/2023] [Revised: 06/19/2023] [Accepted: 07/15/2023] [Indexed: 07/27/2023]
Abstract
Brain metastases (BM) from lung cancer are among the most common intracranial tumors. Several studies have published scales to estimate the survival of patients with BM. Routine access to molecular diagnostics and modern oncologic treatments, including targeted therapy and immunotherapy, is limited in low- and middle-income countries (LMICs); therefore, incorporating them into recent prognostic scales may diminish the reliability of the scales in LMICs. This retrospective study aimed to determine the survival of 55 patients who were surgically treated for BM from lung cancer at a Brazilian public tertiary teaching hospital between 2012 and 2022. We determined clinical factors associated with survival, and compared observed survival rates with the estimated survival on prognostic scales. The mean overall survival (OS) was 9.3 months (range:0.2-76.5). At univariate analysis, female sex and improved postoperative Karnofsky performance status (KPS) score were associated with longer survival. The median survival did not differ between groups when classified using the Graded Prognostic Assessment (GPA)-2008, Lung-molecular GPA-2017, and Lung-GPA-2021 scales. According to the Diagnosis-Specific (DS)-GPA-2012 scale, there was a significant difference between the groups. In the multivariate Cox regression survival analysis, a higher DS-GPA-2012 and improved postoperative KPS score remained significantly associated with longer survival. In conclusion, this cohort showed a mean OS of < 1 year. Improved KPS score after surgery was associated with increased survival. This cohort DS-GPA scale demonstrated the highest concordance with observed survival, indicating its potential as a valuable tool for patient stratification in surgical treatment decision-making in LMICs.
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Affiliation(s)
- Fábio Pires Botta
- Department of Neurology, Psychology and Psychiatry, UNESP - São Paulo State University. Botucatu Medical School, Botucatu, Brazil
| | | | | | - Patrícia Pintor Dos Reis
- Department of Surgery and Orthopedics, UNESP - São Paulo State University. Botucatu Medical School, Botucatu, Brazil
| | - Estela de Oliveira Lima
- Department of Internal Medicine, UNESP - São Paulo State University, Botucatu Medical School, Botucatu, Brazil
| | - Adriana Camargo Ferrasi
- Department of Internal Medicine, UNESP - São Paulo State University, Botucatu Medical School, Botucatu, Brazil
| | - Adriano Yacubian Fernandes
- Department of Neurology, Psychology and Psychiatry, UNESP - São Paulo State University. Botucatu Medical School, Botucatu, Brazil
| | - Marco Antônio Zanini
- Department of Neurology, Psychology and Psychiatry, UNESP - São Paulo State University. Botucatu Medical School, Botucatu, Brazil
| | - Pedro Tadao Hamamoto Filho
- Department of Neurology, Psychology and Psychiatry, UNESP - São Paulo State University. Botucatu Medical School, Botucatu, Brazil.
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46
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van Schie P, Rijksen BLT, Bot M, Wiersma T, Merckel LG, Brandsma D, Compter A, de Witt Hamer PC, Post R, Borst GR. Optimizing treatment of brain metastases in an era of novel systemic treatments: a single center consecutive series. J Neurooncol 2023:10.1007/s11060-023-04343-1. [PMID: 37266846 PMCID: PMC10322956 DOI: 10.1007/s11060-023-04343-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Accepted: 05/12/2023] [Indexed: 06/03/2023]
Abstract
BACKGROUND The multidisciplinary management of patients with brain metastases consists of surgical resection, radiation treatment and systemic treatment. Tailoring and timing these treatment modalities is challenging. This study presents real-world data from consecutively treated patients and assesses the impact of all treatment strategies and their relation with survival. The aim is to provide new insights to improve multidisciplinary decisions towards individualized treatment strategies in patients with brain metastases. METHODS A retrospective consecutive cohort study was performed. Patients with brain metastases were included between June 2018 and May 2020. Brain metastases of small cell lung carcinoma were excluded. Overall survival was analyzed in multivariable models. RESULTS 676 patients were included in the study, 596 (88%) received radiotherapy, 41 (6%) awaited the effect of newly started or switched systemic treatment and 39 (6%) received best supportive care. Overall survival in the stereotactic radiotherapy group was 14 months (IQR 5-32) and 32 months (IQR 11-43) in patients who started or switched systemic treatment and initially did not receive radiotherapy. In patients with brain metastases without options for local or systemic treatment best supportive care was provided, these patients had an overall survival of 0 months (IQR 0-1). Options for systemic treatment, Karnofsky Performance Score ≥ 70 and breast cancer were prognostic for a longer overall survival, while progressive extracranial metastases and whole-brain-radiotherapy were prognostic for shorter overall survival. CONCLUSIONS Assessing prognosis in light of systemic treatment options is crucial after the diagnosis of brain metastasis for the consideration of radiotherapy versus best supportive care.
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Affiliation(s)
- P van Schie
- Department of Neurosurgery, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands
| | - B L T Rijksen
- Department of Radiation Oncology, Netherlands Cancer Institute - Antoni van Leeuwenhoek, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands
| | - M Bot
- Department of Neurosurgery, Amsterdam UMC location University of Amsterdam, Meibergdreef 9, Amsterdam, The Netherlands
| | - T Wiersma
- Department of Radiation Oncology, Netherlands Cancer Institute - Antoni van Leeuwenhoek, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands
| | - L G Merckel
- Department of Radiation Oncology, Netherlands Cancer Institute - Antoni van Leeuwenhoek, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands
| | - D Brandsma
- Department of Neurology, Netherlands Cancer Institute - Antoni van Leeuwenhoek, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands
| | - A Compter
- Department of Neurology, Netherlands Cancer Institute - Antoni van Leeuwenhoek, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands
| | - P C de Witt Hamer
- Department of Neurosurgery, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - R Post
- Department of Neurosurgery, Amsterdam UMC location University of Amsterdam, Meibergdreef 9, Amsterdam, The Netherlands.
- Amsterdam Neuroscience, Amsterdam, The Netherlands.
- Cancer Center Amsterdam, Amsterdam, The Netherlands.
- Department of Neurosurgery, Amsterdam University Medical Centres, Location AMC, PO Box 22660, 1100 DD, Amsterdam, The Netherlands.
| | - G R Borst
- Department of Radiation Oncology, Netherlands Cancer Institute - Antoni van Leeuwenhoek, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands.
- Division of Cancer Sciences, School of Medical Sciences, School of Biological Sciences, Faculty of Biology, Medicine and Health & Manchester Cancer Research Centre, Manchester Academic Health Science Centre (MAHSC), University of Manchester, Manchester, UK.
- Departments of Clinical Oncology, The Christie NHS Foundation Trust, Manchester, UK.
- Department of Radiotherapy Related Research, The Christie NHS Foundation Trust, Dept 58, Floor 2a, Room 21-2-13, Wilmslow Road, Manchester, M20 4BX, UK.
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47
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Nagai N, Koide Y, Shindo Y, Hashimoto S, Tachibana H, Kodaira T, Ishihara S, Naganawa S. Retrospective non-inferiority study of stereotactic radiosurgery for more than ten brain metastases. J Neurooncol 2023; 163:385-395. [PMID: 37286638 DOI: 10.1007/s11060-023-04358-8] [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: 05/04/2023] [Accepted: 05/29/2023] [Indexed: 06/09/2023]
Abstract
AIM This study aimed to investigate the clinical benefits of stereotactic radiosurgery (SRS) in patients with > 10 brain metastases (BM) compared to patients with 2-10 BM. METHODS The study included multiple BM patients who underwent SRS between 2014 and 2022, excluding patients who underwent whole brain radiotherapy, had a Karnofsky Performance Status score < 60, suspected leptomeningeal disease, or a single BM lesion. Patients were divided into two groups (2-10 and > 10 BM groups) and matched 2:1 based on propensity scores. The primary endpoint was overall survival (OS) in the matched dataset, with intracranial progression-free survival (PFS) as the secondary endpoint. Non-inferiority was established if the upper limit of the 95% confidence interval (CI) of the adjusted hazard ratio was below 1.3. RESULTS Of the 1042 patients identified, 434 met eligibility criteria. After propensity score matching, 240 patients were analyzed (160 in the BM 2-10 group and 80 in the > 10 BM group). The median OS was 18.2 months in the 2-10 BM group and 19.4 months in the > 10 BM group (P = 0.60). The adjusted hazard ratio was 0.86 (95% CI: 0.59-1.24), indicating non-inferiority. PFS was not significantly different between the groups (4.8 months vs. 4.8 months, P = 0.94). The number of BM did not significantly impact OS or PFS. CONCLUSIONS SRS for selected patients with > 10 BM was non-inferior in terms of OS compared to those with 2-10 BM in a propensity score-matched dataset.
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Affiliation(s)
- Naoya Nagai
- Department of Radiation Oncology, Aichi Cancer Center, Kanokoden 1-1, Chikusa-Ku, Nagoya, Aichi, Postal Code: 464-0824, Japan
- Department of Radiology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Yutaro Koide
- Department of Radiation Oncology, Aichi Cancer Center, Kanokoden 1-1, Chikusa-Ku, Nagoya, Aichi, Postal Code: 464-0824, Japan.
| | - Yurika Shindo
- Department of Radiation Oncology, Aichi Cancer Center, Kanokoden 1-1, Chikusa-Ku, Nagoya, Aichi, Postal Code: 464-0824, Japan
- Department of Radiology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Shingo Hashimoto
- Department of Radiation Oncology, Aichi Cancer Center, Kanokoden 1-1, Chikusa-Ku, Nagoya, Aichi, Postal Code: 464-0824, Japan
| | - Hiroyuki Tachibana
- Department of Radiation Oncology, Aichi Cancer Center, Kanokoden 1-1, Chikusa-Ku, Nagoya, Aichi, Postal Code: 464-0824, Japan
| | - Takeshi Kodaira
- Department of Radiation Oncology, Aichi Cancer Center, Kanokoden 1-1, Chikusa-Ku, Nagoya, Aichi, Postal Code: 464-0824, Japan
| | - Shunichi Ishihara
- Department of Radiology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Shinji Naganawa
- Department of Radiology, Nagoya University Graduate School of Medicine, Nagoya, Japan
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Carpenter DJ, Leng J, Arshad M, Giles W, Kirkpatrick JP, Floyd SR, Chmura SJ, Salama JK, Hong JC. Intracranial and Extracranial Progression and Their Correlation With Overall Survival After Stereotactic Radiosurgery in a Multi-institutional Cohort With Brain Metastases. JAMA Netw Open 2023; 6:e2310117. [PMID: 37099292 PMCID: PMC10134007 DOI: 10.1001/jamanetworkopen.2023.10117] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Accepted: 03/13/2023] [Indexed: 04/27/2023] Open
Abstract
Importance Clinical trials for metastatic malignant neoplasms are increasingly being extended to patients with brain metastases. Despite the preeminence of progression-free survival (PFS) as a primary oncologic end point, the correlation of intracranial progression (ICP) and extracranial progression (ECP) events with overall survival (OS) is poorly understood for patients with brain metastases following stereotactic radiosurgery (SRS). Objective To determine the correlation of ICP and ECP with OS among patients with brain metastases completing an initial SRS course. Design, Setting, and Participants This multi-institutional retrospective cohort study was conducted from January 1, 2015, to December 31, 2020. We included patients who completed an initial course of SRS for brain metastases during the study period, including receipt of single and/or multifraction SRS, prior whole-brain radiotherapy, and brain metastasis resection. Data analysis was performed on November 15, 2022. Exposures Non-OS end points included intracranial PFS, extracranial PFS, PFS, time to ICP, time to ECP, and any time to progression. Progression events were radiologically defined, incorporating multidisciplinary clinical consensus. Main Outcomes and Measures The primary outcome was correlation of surrogate end points to OS. Clinical end points were estimated from time of SRS completion via the Kaplan-Meier method, while end-point correlation to OS was measured using normal scores rank correlation with the iterative multiple imputation approach. Results This study included 1383 patients, with a mean age of 63.1 years (range, 20.9-92.8 years) and a median follow-up of 8.72 months (IQR, 3.25-19.68 months). The majority of participants were White (1032 [75%]), and more than half (758 [55%]) were women. Common primary tumor sites included the lung (757 [55%]), breast (203 [15%]), and skin (melanoma; 100 [7%]). Intracranial progression was observed in 698 patients (50%), preceding 492 of 1000 observed deaths (49%). Extracranial progression was observed in 800 patients (58%), preceding 627 of 1000 observed deaths (63%). Irrespective of deaths, 482 patients (35%) experienced both ICP and ECP, 534 (39%) experienced ICP (216 [16%]) or ECP (318 [23%]), and 367 (27%) experienced neither. The median OS was 9.93 months (95% CI, 9.08-11.05 months). Intracranial PFS had the highest correlation with OS (ρ = 0.84 [95% CI, 0.82-0.85]; median, 4.39 months [95% CI, 4.02-4.92 months]). Time to ICP had the lowest correlation with OS (ρ = 0.42 [95% CI, 0.34-0.50]) and the longest median time to event (median, 8.76 months [95% CI, 7.70-9.48 months]). Across specific primary tumor types, correlations of intracranial PFS and extracranial PFS with OS were consistently high despite corresponding differences in median outcome durations. Conclusions and Relevance The results of this cohort study of patients with brain metastases completing SRS suggest that intracranial PFS, extracranial PFS, and PFS had the highest correlations with OS and time to ICP had the lowest correlation with OS. These data may inform future patient inclusion and end-point selection for clinical trials.
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Affiliation(s)
- David J. Carpenter
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina
| | - Jim Leng
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina
| | - Muzamil Arshad
- Department of Radiation Oncology, University of Chicago Medical Center, Chicago, Illinois
| | - Will Giles
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina
| | - John P. Kirkpatrick
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina
- Department of Neurosurgery, Duke University Medical Center, Durham, North Carolina
| | - Scott R. Floyd
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina
| | - Steven J. Chmura
- Department of Radiation Oncology, University of Chicago Medical Center, Chicago, Illinois
| | - Joseph K. Salama
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina
- Radiation Oncology Clinical Service, Durham Veterans Affairs Health Care System, Durham, North Carolina
| | - Julian C. Hong
- Department of Radiation Oncology, University of California, San Francisco
- Bakar Computational Health Sciences Institute, University of California, San Francisco
- Joint Program in Computational Precision Health, University of California, San Francisco, and University of California, Berkeley
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Nieder C, Andratschke NH, Grosu AL. Brain Metastases: Is There Still a Role for Whole-Brain Radiation Therapy? Semin Radiat Oncol 2023; 33:129-138. [PMID: 36990630 DOI: 10.1016/j.semradonc.2023.01.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/29/2023]
Abstract
Whole-brain radiation therapy (WBRT) has commonly been prescribed to palliate symptoms from brain metastases, to reduce the risk of local relapse after surgical resection, and to improve distant brain control after resection or radiosurgery. While targeting micrometastases throughout the brain can be considered advantageous, the simultaneous exposure of healthy brain tissue might cause adverse events. Attempts to mitigate the risk of neurocognitive decline after WBRT include the selective avoidance of the hippocampi, among others. Besides selective dose reduction, dose escalation to boost volumes, for example, simultaneous integrated boost, aiming at increased tumor control probability is technically feasible. While up-front radiotherapy for newly diagnosed brain metastases often employs radiosurgery or other techniques targeting visible lesions only, sequential (delayed) salvage treatment with WBRT might still become necessary. In addition, the presence of leptomeningeal tumors or very widespread parenchymatous brain metastases might prompt clinicians to prescribe early WBRT.
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Kępka L. Re-Whole Brain Radiotherapy for Brain Metastases: How to Evaluate an Outcome of Repeat Treatment When Its First Use Is Debatable. Cancers (Basel) 2023; 15:cancers15061790. [PMID: 36980676 PMCID: PMC10046404 DOI: 10.3390/cancers15061790] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2023] [Revised: 03/13/2023] [Accepted: 03/14/2023] [Indexed: 03/18/2023] Open
Abstract
Recently, a review on a pertinent issue of repeat whole-brain radiotherapy (re-WBRT) for recurring brain metastases was published [...]
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Affiliation(s)
- Lucyna Kępka
- Department of Radiotherapy, Military Institute of Medicine-National Research Institute, 04-141 Warsaw, Poland
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