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Ersoy TF, Brainman D, Coras R, Berger B, Weissinger F, Grote A, Simon M. Defining the role of surgery for patients with multiple brain metastases. J Neurooncol 2024; 169:317-328. [PMID: 38916848 PMCID: PMC11341766 DOI: 10.1007/s11060-024-04739-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2024] [Accepted: 06/10/2024] [Indexed: 06/26/2024]
Abstract
PURPOSE To better define the role of surgery, we investigated survival and functional outcomes in patients with multiple brain metastases. METHODS Pertinent clinical and radiological data of 131 consecutive patients (156 surgeries) were analyzed retrospectively. RESULTS Surgical indications included mass effect (84.6%) and need for tissue acquisition (44.9%, for molecularly informed treatment: 10 patients). Major (i.e. CTCAE grade 3-5) neurological, surgical and medical complication were observed in 6 (3.8%), 12 (7.7%), and 12 (7.7%) surgical cases. Median preoperative and discharge KPS were 80% (IQF: 60-90%). Median overall survival (mOS) was 7.4 months. However, estimated 1 and 2 year overall survival rates were 35.6% and 25.1%, respectively. Survival was dismal (i.e. mOS ≤ 2.5 months) in patients who had no postoperative radio- and systemic therapy, or who incurred major complications. Multivariate analysis with all parameters significantly correlated with survival as univariate parameters revealed female sex, oligometastases, no major new/worsened neurological deficits, and postoperative radio- and systemic therapy as independent positive prognostic parameters. Univariate positive prognostic parameters also included histology (best survival in breast cancer patients) and less than median (0.28 cm3) residual tumor load. CONCLUSIONS Surgery is a reasonable therapeutic option in many patients with multiple brain metastases. Operations should primarily aim at reducing mass effect thereby preserving the patients' functional health status which will allow for further local (radiation) and systemic therapy. Surgery for the acquisition of metastatic tissue (more recently for molecularly informed treatment) is another important surgical indication. Cytoreductive surgery may also carry a survival benefit by itself.
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Affiliation(s)
- Tunc Faik Ersoy
- Department of Neurosurgery, University Hospital OWL, Campus Bielefeld-Bethel, Bielefeld, Germany.
| | - Daniel Brainman
- Department of Neurosurgery, University Hospital OWL, Campus Bielefeld-Bethel, Bielefeld, Germany
| | - Roland Coras
- Department of Neuropathology, University Hospital Erlangen, Erlangen, Germany
| | - Björn Berger
- Department for Neuroradiology, University Hospital OWL, Campus Bielefeld-Bethel, Bielefeld, Germany
| | - Florian Weissinger
- Department of Hematology, Oncology and Palliative Care, University Hospital OWL, Campus Bielefeld-Bethel, Bielefeld, Germany
| | - Alexander Grote
- Department of Neurosurgery, University Hospital OWL, Campus Bielefeld-Bethel, Bielefeld, Germany
- Department of Neurosurgery, University Hospital Marburg, Marburg, Germany
| | - Matthias Simon
- Department of Neurosurgery, University Hospital OWL, Campus Bielefeld-Bethel, Bielefeld, Germany
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Bellomo J, Zeitlberger AM, Padevit L, Stumpo V, Gönel M, Fierstra J, Nierobisch N, Reimann R, Witzel I, Weller M, Le Rhun E, Bozinov O, Regli L, Neidert MC, Serra C, Voglis S. Role of microsurgical tumor burden reduction in patients with breast cancer brain metastases considering molecular subtypes: a two-center volumetric survival analysis. J Neurooncol 2024; 169:379-390. [PMID: 38829577 PMCID: PMC11341656 DOI: 10.1007/s11060-024-04728-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Accepted: 05/27/2024] [Indexed: 06/05/2024]
Abstract
BACKGROUND Advancements in metastatic breast cancer (BC) treatment have enhanced overall survival (OS), leading to increased rates of brain metastases (BM). This study analyzes the association between microsurgical tumor reduction and OS in patients with BCBM, considering tumor molecular subtypes and perioperative treatment approaches. METHODS Retrospective analysis of surgically treated patients with BCBM from two tertiary brain tumor Swiss centers. The association of extent of resection (EOR), gross-total resection (GTR) achievement, and postoperative residual tumor volume (RV) with OS and intracranial progression-free survival (IC-PFS) was evaluated using Cox proportional hazard model. RESULTS 101 patients were included in the final analysis, most patients (38%) exhibited HER2-/HR + BC molecular subtype, followed by HER2 + /HR + (25%), HER2-/HR- (21%), and HER2 + /HR- subtypes (13%). The majority received postoperative systemic treatment (75%) and radiotherapy (84%). Median OS and intracranial PFS were 22 and 8 months, respectively. The mean pre-surgery intracranial tumor volume was 26 cm3, reduced to 3 cm3 post-surgery. EOR, GTR achievement and RV were not significantly associated with OS or IC-PFS, but higher EOR and lower RV correlated with extended OS in patients without extracranial metastases. HER2-positive tumor status was associated with longer OS, extracranial metastases at BM diagnosis and symptomatic lesions with shorter OS and IC-PFS. CONCLUSIONS Our study found that BC molecular subtypes, extracranial disease status, and BM-related symptoms were associated with OS in surgically treated patients with BCBM. Additionally, while extensive resection to minimize residual tumor volume did not significantly affect OS across the entire cohort, it appeared beneficial for patients without extracranial metastases.
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Affiliation(s)
- Jacopo Bellomo
- Department of Neurosurgery, Clinical Neuroscience Center, University Hospital and University of Zurich, Frauenklinikstrasse 10, 8091, Zurich, Switzerland
| | | | - Luis Padevit
- Department of Neurosurgery, Clinical Neuroscience Center, University Hospital and University of Zurich, Frauenklinikstrasse 10, 8091, Zurich, Switzerland
| | - Vittorio Stumpo
- Department of Neurosurgery, Clinical Neuroscience Center, University Hospital and University of Zurich, Frauenklinikstrasse 10, 8091, Zurich, Switzerland
| | - Meltem Gönel
- Department of Neurosurgery, Clinical Neuroscience Center, University Hospital and University of Zurich, Frauenklinikstrasse 10, 8091, Zurich, Switzerland
| | - Jorn Fierstra
- Department of Neurosurgery, Clinical Neuroscience Center, University Hospital and University of Zurich, Frauenklinikstrasse 10, 8091, Zurich, Switzerland
| | - Nathalie Nierobisch
- Department of Neuroradiology, Clinical Neuroscience Center, University Hospital and University of Zurich, Zurich, Switzerland
| | - Regina Reimann
- Institute of Neuropathology, Clinical Neuroscience Center, University Hospital and University of Zurich, Zurich, Switzerland
| | - Isabell Witzel
- Department of Gynecology, University Hospital and University of Zurich, Zurich, Switzerland
| | - Michael Weller
- Department of Neurology, Clinical Neuroscience Center, University Hospital and University of Zurich, Zurich, Switzerland
| | - Emilie Le Rhun
- Department of Neurosurgery, Clinical Neuroscience Center, University Hospital and University of Zurich, Frauenklinikstrasse 10, 8091, Zurich, Switzerland
- Department of Neurology, Clinical Neuroscience Center, University Hospital and University of Zurich, Zurich, Switzerland
| | - Oliver Bozinov
- Department of Neurosurgery, Cantonal Hospital St, Gallen, St. Gallen, Switzerland
| | - Luca Regli
- Department of Neurosurgery, Clinical Neuroscience Center, University Hospital and University of Zurich, Frauenklinikstrasse 10, 8091, Zurich, Switzerland
| | | | - Carlo Serra
- Department of Neurosurgery, Clinical Neuroscience Center, University Hospital and University of Zurich, Frauenklinikstrasse 10, 8091, Zurich, Switzerland
| | - Stefanos Voglis
- Department of Neurosurgery, Clinical Neuroscience Center, University Hospital and University of Zurich, Frauenklinikstrasse 10, 8091, Zurich, Switzerland.
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3
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Mohamed BMA, Jacobs L. The Role of Surgery for Stage IV Breast Cancer. Adv Surg 2024; 58:293-309. [PMID: 39089783 DOI: 10.1016/j.yasu.2024.04.016] [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: 08/04/2024]
Abstract
Surgery for the management metastatic breast cancer has traditionally been considered a palliative procedure. However, some retrospective publications indicated that there may be a survival benefit to surgery in the presence of metastatic disease. Recent randomized trials will be reviewed for both management of the intact primary tumor in de novo breast cancer and systemic secondary metastases.
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Affiliation(s)
- Baraah M A Mohamed
- York WellSpan Health, 1001 South George Street, PO Box 15198, York, PA 17405-7198, USA
| | - Lisa Jacobs
- Johns Hopkins University, 600 N. Wolfe Street, Blalock 688, Baltimore, MD 21287, USA.
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4
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Zhang Y, Zhang H, Zhang H, Ouyang Y, Su R, Yang W, Huang B. Glioblastoma and Solitary Brain Metastasis: Differentiation by Integrating Demographic-MRI and Deep-Learning Radiomics Signatures. J Magn Reson Imaging 2024; 60:909-920. [PMID: 37955154 DOI: 10.1002/jmri.29123] [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: 07/19/2023] [Revised: 10/26/2023] [Accepted: 10/27/2023] [Indexed: 11/14/2023] Open
Abstract
BACKGROUND Studies have shown that deep-learning radiomics (DLR) could help differentiate glioblastoma (GBM) from solitary brain metastasis (SBM), but whether integrating demographic-MRI and DLR features can more accurately distinguish GBM from SBM remains uncertain. PURPOSE To construct and validate a demographic-MRI deep-learning radiomics nomogram (DDLRN) integrating demographic-MRI and DLR signatures to differentiate GBM from SBM preoperatively. STUDY TYPE Retrospective. POPULATION Two hundred and thirty-five patients with GBM (N = 115) or SBM (N = 120), randomly divided into a training cohort (90 GBM and 98 SBM) and a validation cohort (25 GBM and 22 SBM). FIELD STRENGTH/SEQUENCE Axial T2-weighted fast spin-echo sequence (T2WI), T2-weighted fluid-attenuated inversion recovery sequence (T2-FLAIR), and contrast-enhanced T1-weighted spin-echo sequence (CE-T1WI) using 1.5-T and 3.0-T scanners. ASSESSMENT The demographic-MRI signature was constructed with seven imaging features ("pool sign," "irregular ring sign," "regular ring sign," "intratumoral vessel sign," the ratio of the area of peritumoral edema to the enhanced tumor, the ratio of the lesion area on T2-FLAIR to CE-T1WI, and the tumor location) and demographic factors (age and sex). Based on multiparametric MRI, radiomics and deep-learning (DL) models, DLR signature, and DDLRN were developed and validated. STATISTICAL TESTS The Mann-Whitney U test, Pearson test, least absolute shrinkage and selection operator, and support vector machine algorithm were applied for feature selection and construction of radiomics and DL models. RESULTS DDLRN showed the best performance in differentiating GBM from SBM with area under the curves (AUCs) of 0.999 and 0.947 in the training and validation cohorts, respectively. Additionally, the DLR signature (AUC = 0.938) outperformed the radiomics and DL models, and the demographic-MRI signature (AUC = 0.775) was comparable to the T2-FLAIR radiomics and DL models in the validation cohort (AUC = 0.762 and 0.749, respectively). DATA CONCLUSION DDLRN integrating demographic-MRI and DLR signatures showed excellent performance in differentiating GBM from SBM. LEVEL OF EVIDENCE 3 TECHNICAL EFFICACY: Stage 2.
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Affiliation(s)
- Yuze Zhang
- Department of Radiology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Artificial Intelligence in Medical Image Analysis and Application, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Hongbo Zhang
- Department of Radiology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Artificial Intelligence in Medical Image Analysis and Application, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Hanwen Zhang
- Department of Radiology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Artificial Intelligence in Medical Image Analysis and Application, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Ying Ouyang
- Department of Radiology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Artificial Intelligence in Medical Image Analysis and Application, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Ruru Su
- Department of Radiology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Artificial Intelligence in Medical Image Analysis and Application, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Wanqun Yang
- Department of Radiology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Artificial Intelligence in Medical Image Analysis and Application, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Biao Huang
- Department of Radiology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Artificial Intelligence in Medical Image Analysis and Application, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
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5
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Niedermeyer S, Schmutzer-Sondergeld M, Weller J, Katzendobler S, Kirchleitner S, Forbrig R, Harter PN, Baumgarten LV, Schichor C, Stoecklein V, Thon N. Neurosurgical resection of multiple brain metastases: outcomes, complications, and survival rates in a retrospective analysis. J Neurooncol 2024; 169:349-358. [PMID: 38904924 PMCID: PMC11341644 DOI: 10.1007/s11060-024-04744-w] [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: 05/04/2024] [Accepted: 06/10/2024] [Indexed: 06/22/2024]
Abstract
PURPOSE This study investigates the outcomes of microsurgical resection of multiple brain metastasis (BMs). METHODS This retrospective, monocentric analysis included clinical data from all consecutive BM patients, who underwent simultaneous resection of ≥ 2 BMs between January 2018 and May 2023. Postoperative neurological and functional outcomes, along with perioperative complications, as well as survival data were evaluated. RESULTS A total of 47 patients, with a median age of 61 years (IQR 48-69), underwent 73 craniotomies (median 2; range 1-3) for resection of 104 BMs. Among patients, 80.8% presented with symptomatic BMs, causing focal neurological deficits in 53% of cases. Gross total resection was achieved in 87.2% of BMs. Karnofsky Performance Scale (KPS) scores improved in 42.6% of patients, remained unchanged in 46.8%, and worsened in 10.6% after surgery. Perioperative complications were observed in 29.8% of cases, with transient complications occurring in 19.2% and permanent deficits in 10.6%. The 30-days mortality rate was 2.1%. Logistic regression identified eloquent localization (p = 0.036) and infratentorial craniotomy (p = 0.018) as significant predictors of postoperative complications. Concerning overall prognosis, patients with permanent neurological deficits post-surgery (HR 11.34, p = 0.007) or progressive extracranial disease (HR: 4.649; p = 0.006) exhibited inferior survival. CONCLUSION Microsurgical resection of multiple BMs leads to clinical stabilization or functional improvement in most patients. Although transient complications do not affect overall survival, the presence of persistent neurological deficits (> 3 months post-surgery) and progressive extracranial disease negatively impact overall survival. This highlights the importance of careful patient selection for resection of multiple BMs.
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Affiliation(s)
- Sebastian Niedermeyer
- Department of Neurosurgery, LMU Hospital, Ludwig-Maximilian-University Munich, Marchioninistrasse 15, 81377, Munich, Germany.
| | - M Schmutzer-Sondergeld
- Department of Neurosurgery, LMU Hospital, Ludwig-Maximilian-University Munich, Marchioninistrasse 15, 81377, Munich, Germany
| | - J Weller
- Department of Neurosurgery, LMU Hospital, Ludwig-Maximilian-University Munich, Marchioninistrasse 15, 81377, Munich, Germany
| | - S Katzendobler
- Department of Neurosurgery, LMU Hospital, Ludwig-Maximilian-University Munich, Marchioninistrasse 15, 81377, Munich, Germany
| | - S Kirchleitner
- Department of Neurosurgery, LMU Hospital, Ludwig-Maximilian-University Munich, Marchioninistrasse 15, 81377, Munich, Germany
| | - R Forbrig
- Department of Neuroradiology, LMU Hospital, Ludwig-Maximilian-University Munich, Marchioninistrasse 15, 81377, Munich, Germany
| | - P N Harter
- Center for Neuropathology and Prion Research, LMU Hospital, Ludwig-Maximilian- University Munich, Feodor-Lynen Strasse 23, 81377, Munich, Germany
- German Cancer Consortium (DKTK), Partner Site Munich, and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - L V Baumgarten
- Department of Neurosurgery, LMU Hospital, Ludwig-Maximilian-University Munich, Marchioninistrasse 15, 81377, Munich, Germany
| | - C Schichor
- Department of Neurosurgery, LMU Hospital, Ludwig-Maximilian-University Munich, Marchioninistrasse 15, 81377, Munich, Germany
| | - V Stoecklein
- Department of Neurosurgery, LMU Hospital, Ludwig-Maximilian-University Munich, Marchioninistrasse 15, 81377, Munich, Germany
| | - N Thon
- Department of Neurosurgery, LMU Hospital, Ludwig-Maximilian-University Munich, Marchioninistrasse 15, 81377, Munich, Germany
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6
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Nicosia L, Allegra AG, Giaj-Levra N, Bayani R, Darzikolaee NM, Mazzola R, Pastorello E, Ravelli P, Ricchetti F, Rigo M, Ruggieri R, Gurrera D, Borgese RF, Gaito S, Minniti G, Navarria P, Scorsetti M, Alongi F. Repeated HyperArc radiosurgery for recurrent intracranial metastases and dosimetric analysis of recurrence pattern to account for diffuse dose effect on microscopical disease. Clin Transl Radiat Oncol 2024; 48:100811. [PMID: 39036468 PMCID: PMC11260387 DOI: 10.1016/j.ctro.2024.100811] [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: 11/29/2023] [Revised: 05/09/2024] [Accepted: 06/22/2024] [Indexed: 07/23/2024] Open
Abstract
Aims Evaluate effectiveness and safety of multiple HyperArc courses and patterns of progression in patients affected by BMs with intracranial progression. Methods 56 patients were treated for 702 BMs with 197 (range 2-8) HyperArc courses in case of exclusive intracranial progression. Primary end-point was the overall survival (OS), secondary end-points were intracranial progression-free survival (iPFS), toxicity, local control (LC), neurological death (ND), and whole-brain RT (WBRT)-free survival. Site of progression was evaluated against isodoses levels (0, 1, 2, 3, 5, 7, 8, 10, 13, 15, 20, and 24 Gy.). Results The 1-year OS was 70 %, and the median was 20.8 months (17-36). At the univariate analysis (UVA) biological equivalent dose (BED) > 51.3 Gy and non-melanoma histology significantly correlated with OS. The median time to iPFS was 4.9 months, and the 1-year iPFS was 15 %. Globally, 538 new BMs occurred after the first HA cycle in patients with extracranial disease controlled. 96.4 % of them occurred within the isodoses range 0-7 Gy as follows: 26.6 % (0 Gy), 16.5 % (1 Gy), 16.5 % (2 Gy), 20.1 % (3 Gy), 13.1 % (5 Gy), 3.4 % (7 Gy) (p = 0.00). Radionecrosis occurred in 2 metastases (0.28 %). No clinical toxicity of grade 3 or higher occurred during follow-up. One- and 2-year LC was 90 % and 79 %, respectively. At the UVA BED > 70 Gy and non-melanoma histology were significant predictors of higher LC. The 2-year WBRT-free survival was 70 %. After a median follow-up of 17.4 months, 12 patients deceased by ND. Conclusion Intracranical relapses can be safely and effectively treated with repeated HyperArc, with the aim to postpone or avoid WBRT. Diffuse dose by volumetric RT might reduce microscopic disease also at relatively low levels, potentially acting as a virtual CTV. Neurological death is not the most common cause of death in this population, which highlights the impact of extracranial disease on overall survival.
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Affiliation(s)
- Luca Nicosia
- Advanced Radiation Oncology Department, IRCCS Sacro Cuore Don Calabria Hospital, Cancer Care Center, 37024 Negrar, Italy
| | - Andrea Gaetano Allegra
- Advanced Radiation Oncology Department, IRCCS Sacro Cuore Don Calabria Hospital, Cancer Care Center, 37024 Negrar, Italy
| | - Niccolò Giaj-Levra
- Advanced Radiation Oncology Department, IRCCS Sacro Cuore Don Calabria Hospital, Cancer Care Center, 37024 Negrar, Italy
| | - Reyhaneh Bayani
- Radiation Oncology Department, Hamadan University of Medical Sciences, Hamadan, Iran
- Radiation Oncology Research Center, Cancer Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Nima Mousavi Darzikolaee
- Radiation Oncology Research Center, Cancer Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Rosario Mazzola
- Advanced Radiation Oncology Department, IRCCS Sacro Cuore Don Calabria Hospital, Cancer Care Center, 37024 Negrar, Italy
| | - Edoardo Pastorello
- Advanced Radiation Oncology Department, IRCCS Sacro Cuore Don Calabria Hospital, Cancer Care Center, 37024 Negrar, Italy
| | - Paolo Ravelli
- Advanced Radiation Oncology Department, IRCCS Sacro Cuore Don Calabria Hospital, Cancer Care Center, 37024 Negrar, Italy
| | - Francesco Ricchetti
- Advanced Radiation Oncology Department, IRCCS Sacro Cuore Don Calabria Hospital, Cancer Care Center, 37024 Negrar, Italy
| | - Michele Rigo
- Advanced Radiation Oncology Department, IRCCS Sacro Cuore Don Calabria Hospital, Cancer Care Center, 37024 Negrar, Italy
| | - Ruggero Ruggieri
- Advanced Radiation Oncology Department, IRCCS Sacro Cuore Don Calabria Hospital, Cancer Care Center, 37024 Negrar, Italy
| | - Davide Gurrera
- Advanced Radiation Oncology Department, IRCCS Sacro Cuore Don Calabria Hospital, Cancer Care Center, 37024 Negrar, Italy
| | - Riccardo Filippo Borgese
- Advanced Radiation Oncology Department, IRCCS Sacro Cuore Don Calabria Hospital, Cancer Care Center, 37024 Negrar, Italy
| | - Simona Gaito
- Division of Clinical Cancer Science, School of Medical Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK
- Department of Proton Beam Therapy, The Christie Proton Beam Therapy Centre, Manchester, UK
| | - Giuseppe Minniti
- Department of Radiological Sciences, Oncology and Anatomical Pathology, Sapienza University, Rome, Italy
- IRCCS Neuromed, Pozzilli, Italy
| | - Pierina Navarria
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele 20090, Milan, Italy
- Department of Radiotherapy and Radiosurgery, IRCCS Humanitas Research Hospital, Via Manzoni 56, Rozzano 20089, Milan, Italy
| | - Marta Scorsetti
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele 20090, Milan, Italy
- Department of Radiotherapy and Radiosurgery, IRCCS Humanitas Research Hospital, Via Manzoni 56, Rozzano 20089, Milan, Italy
| | - Filippo Alongi
- Advanced Radiation Oncology Department, IRCCS Sacro Cuore Don Calabria Hospital, Cancer Care Center, 37024 Negrar, Italy
- University of Brescia, Brescia, Italy
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Le Rhun E, Weller M, Anders C, Larkin J, Li J, Moss NS, Tawbi H, Dummer R. "Symptomatic" melanoma brain metastases: A call for clear definitions and adoption of standardized tools. Eur J Cancer 2024; 208:114202. [PMID: 38991283 DOI: 10.1016/j.ejca.2024.114202] [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: 04/27/2024] [Revised: 06/22/2024] [Accepted: 06/28/2024] [Indexed: 07/13/2024]
Abstract
With improved systemic treatment and prolonged survival even with metastatic disease, diagnosing, treating, and monitoring brain metastases has become a central topic in the care of patients with melanoma. Patients with brain metastases from melanoma are typically excluded from pivotal clinical trials. When allowed, inclusion and exclusion criteria are rather selective and do not reflect the larger population of melanoma patients with brain metastases who frequently present with neurological symptoms and signs and require steroid medications. Moreover, the lack of consensus on reporting symptomatic brain involvement complicates the interpretation and implications of trial results for the overall population of patients with melanoma and brain metastasis. Here, we review the evidence regarding brain metastasis from melanoma and discuss the challenges of longitudinal neurological clinical assessments, including tools to capture cognition and quality of life. Finally, we propose the adoption of standardized tools to interpret neurological deficits in patients with melanoma and brain metastases and to assess the neurological status in the context of clinical trials.
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Affiliation(s)
- E Le Rhun
- Department of Neurosurgery, Clinical Neuroscience Center, University Hospital and University of Zurich, Zurich, Switzerland
| | - M Weller
- Department of Neurology, Clinical Neuroscience Center, University Hospital and University of Zurich, Zurich, Switzerland
| | - C Anders
- Duke Cancer Institute, Durham, United Kingdom
| | - J Larkin
- The Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - J Li
- Department of Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - N S Moss
- Department of Neurosurgery and Brain Metastasis Center, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - H Tawbi
- Department of Melanoma Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - R Dummer
- Department of Dermatology, University Hospital and University of Zurich, Zurich, Switzerland.
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8
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Jeising S, Nickel AC, Trübel J, Felsberg J, Picard D, Leprivier G, Wolter M, Huynh MK, Olivera MB, Kaulich K, Häberle L, Esposito I, Klau GW, Steinmann J, Beez T, Rapp M, Sabel M, Dietrich S, Remke M, Cornelius JF, Reifenberger G, Qin N. A clinically compatible in vitro drug-screening platform identifies therapeutic vulnerabilities in primary cultures of brain metastases. J Neurooncol 2024; 169:613-623. [PMID: 38985431 PMCID: PMC11341655 DOI: 10.1007/s11060-024-04763-7] [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: 01/18/2024] [Accepted: 06/28/2024] [Indexed: 07/11/2024]
Abstract
PURPOSE Brain metastases represent the most common intracranial tumors in adults and are associated with a poor prognosis. We used a personalized in vitro drug screening approach to characterize individual therapeutic vulnerabilities in brain metastases. METHODS Short-term cultures of cancer cells isolated from brain metastasis patients were molecularly characterized using next-generation sequencing and functionally evaluated using high-throughput in vitro drug screening to characterize pharmacological treatment sensitivities. RESULTS Next-generation sequencing identified matched genetic alterations in brain metastasis tissue samples and corresponding short-term cultures, suggesting that short-term cultures of brain metastases are suitable models for recapitulating the genetic profile of brain metastases that may determine their sensitivity to anti-cancer drugs. Employing a high-throughput in vitro drug screening platform, we successfully screened the cultures of five brain metastases for response to 267 anticancer compounds and related drug response to genetic data. Among others, we found that targeted treatment with JAK3, HER2, or FGFR3 inhibitors showed anti-cancer effects in individual brain metastasis cultures. CONCLUSION Our preclinical study provides a proof-of-concept for combining molecular profiling with in vitro drug screening for predictive evaluation of therapeutic vulnerabilities in brain metastasis patients. This approach could advance the use of patient-derived cancer cells in clinical practice and might eventually facilitate decision-making for personalized drug treatment.
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Affiliation(s)
- Sebastian Jeising
- Department of Neurosurgery, Medical Faculty, Heinrich Heine University, and University Hospital Düsseldorf, Düsseldorf, Germany
| | - Ann-Christin Nickel
- Department of Neurosurgery, Medical Faculty, Heinrich Heine University, and University Hospital Düsseldorf, Düsseldorf, Germany
| | - Johanna Trübel
- Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, University Hospital Düsseldorf, Düsseldorf, Germany
- Spatial & Functional Screening Core Facility, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany
| | - Jörg Felsberg
- Institute of Neuropathology, Medical Faculty, Heinrich Heine University, and University Hospital Düsseldorf, Düsseldorf, Germany
| | - Daniel Picard
- Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, University Hospital Düsseldorf, Düsseldorf, Germany
- Institute of Neuropathology, Medical Faculty, Heinrich Heine University, and University Hospital Düsseldorf, Düsseldorf, Germany
- German Cancer Consortium (DKTK), partner site Essen/Düsseldorf, Düsseldorf, Germany
| | - Gabriel Leprivier
- Institute of Neuropathology, Medical Faculty, Heinrich Heine University, and University Hospital Düsseldorf, Düsseldorf, Germany
| | - Marietta Wolter
- Institute of Neuropathology, Medical Faculty, Heinrich Heine University, and University Hospital Düsseldorf, Düsseldorf, Germany
| | - My Ky Huynh
- Department of Computer Science, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Marlene B Olivera
- Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, University Hospital Düsseldorf, Düsseldorf, Germany
- Spatial & Functional Screening Core Facility, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany
| | - Kerstin Kaulich
- Institute of Neuropathology, Medical Faculty, Heinrich Heine University, and University Hospital Düsseldorf, Düsseldorf, Germany
| | - Lena Häberle
- Institute of Pathology, Medical Faculty, Heinrich Heine University, University Hospital Düsseldorf, Düsseldorf, Germany
| | - Irene Esposito
- Institute of Pathology, Medical Faculty, Heinrich Heine University, University Hospital Düsseldorf, Düsseldorf, Germany
| | - Gunnar W Klau
- Department of Computer Science, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Julia Steinmann
- Department of Neurosurgery, Medical Faculty, Heinrich Heine University, and University Hospital Düsseldorf, Düsseldorf, Germany
| | - Thomas Beez
- Department of Neurosurgery, Medical Faculty, Heinrich Heine University, and University Hospital Düsseldorf, Düsseldorf, Germany
| | - Marion Rapp
- Department of Neurosurgery, Medical Faculty, Heinrich Heine University, and University Hospital Düsseldorf, Düsseldorf, Germany
| | - Michael Sabel
- Department of Neurosurgery, Medical Faculty, Heinrich Heine University, and University Hospital Düsseldorf, Düsseldorf, Germany
| | - Sascha Dietrich
- Department of Hematology, Oncology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, University Hospital Düsseldorf, Düsseldorf, Germany
| | - Marc Remke
- Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, University Hospital Düsseldorf, Düsseldorf, Germany
- Institute of Neuropathology, Medical Faculty, Heinrich Heine University, and University Hospital Düsseldorf, Düsseldorf, Germany
- German Cancer Consortium (DKTK), partner site Essen/Düsseldorf, Düsseldorf, Germany
- Department of Pediatric Hematology and Oncology, University Medical Center of Saarland, Homburg/Saar, Germany
| | - Jan F Cornelius
- Department of Neurosurgery, Medical Faculty, Heinrich Heine University, and University Hospital Düsseldorf, Düsseldorf, Germany
| | - Guido Reifenberger
- Institute of Neuropathology, Medical Faculty, Heinrich Heine University, and University Hospital Düsseldorf, Düsseldorf, Germany
- German Cancer Consortium (DKTK), partner site Essen/Düsseldorf, Düsseldorf, Germany
| | - Nan Qin
- Department of Hematology, Oncology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, University Hospital Düsseldorf, Düsseldorf, Germany.
- Spatial & Functional Screening Core Facility, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany.
- Institute of Neuropathology, Medical Faculty, Heinrich Heine University, and University Hospital Düsseldorf, Düsseldorf, Germany.
- Mildred Scheel School of Oncology Aachen Bonn Cologne Düsseldorf (MSSO ABCD), Düsseldorf, Germany.
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9
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Ocaña-Tienda B, Pérez-Beteta J, Ortiz de Mendivil A, Asenjo B, Albillo D, Pérez-Romasanta LA, LLorente M, Carballo N, Arana E, Pérez-García VM. Morphological MRI features as prognostic indicators in brain metastases. Cancer Imaging 2024; 24:111. [PMID: 39164779 PMCID: PMC11334491 DOI: 10.1186/s40644-024-00753-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2024] [Accepted: 08/07/2024] [Indexed: 08/22/2024] Open
Abstract
BACKGROUND Stereotactic radiotherapy is the preferred treatment for managing patients with fewer than five brain metastases (BMs). However, some lesions recur after irradiation. The purpose of this study was to identify patients who are at a higher risk of failure, which can help in adjusting treatments and preventing recurrence. METHODS In this retrospective multicenter study, we analyzed the predictive significance of a set of interpretable morphological features derived from contrast-enhanced (CE) T1-weighted MR images as imaging biomarkers using Kaplan-Meier analysis. The feature sets studied included the total and necrotic volumes, the surface regularity and the CE rim width. Additionally, we evaluated other nonmorphological variables and performed multivariate Cox analysis. RESULTS A total of 183 lesions in 128 patients were included (median age 61 [31-95], 64 men and 64 women) treated with stereotactic radiotherapy (57% single fraction, 43% fractionated radiotherapy). None of the studied variables measured at diagnosis were found to have prognostic value. However, the total and necrotic volumes and the CE rim width measured at the first follow-up after treatment and the change in volume due to irradiation can be used as imaging biomarkers for recurrence. The optimal classification was achieved by combining the changes in tumor volume before and after treatment with the presence or absence of necrosis (p < < 0.001). CONCLUSION This study demonstrated the prognostic significance of interpretable morphological features extracted from routine clinical MR images following irradiation in brain metastases, offering valuable insights for personalized treatment strategies.
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Affiliation(s)
- Beatriz Ocaña-Tienda
- Mathematical Oncology Laboratory (MOLAB), University of Castilla-La Mancha, Ciudad Real, Spain.
| | - Julián Pérez-Beteta
- Mathematical Oncology Laboratory (MOLAB), University of Castilla-La Mancha, Ciudad Real, Spain
| | | | - Beatriz Asenjo
- Hospital Regional Universitario de Málaga, Málaga, Spain
| | | | | | | | | | | | - Víctor M Pérez-García
- Mathematical Oncology Laboratory (MOLAB), University of Castilla-La Mancha, Ciudad Real, Spain
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10
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Sirén A, Turkia E, Nyman M, Hirvonen J. Accuracy of Intra-Axial Brain Tumor Characterization in the Emergency MRI Reports: A Retrospective Human Performance Benchmarking Pilot Study. Diagnostics (Basel) 2024; 14:1791. [PMID: 39202279 PMCID: PMC11353410 DOI: 10.3390/diagnostics14161791] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2024] [Revised: 08/12/2024] [Accepted: 08/14/2024] [Indexed: 09/03/2024] Open
Abstract
Demand for emergency neuroimaging is increasing. Even magnetic resonance imaging (MRI) is often performed outside office hours, sometimes revealing more uncommon entities like brain tumors. The scientific literature studying artificial intelligence (AI) methods for classifying brain tumors on imaging is growing, but knowledge about the radiologist's performance on this task is surprisingly scarce. Our study aimed to tentatively fill this knowledge gap. We hypothesized that the radiologist could classify intra-axial brain tumors at the emergency department with clinically acceptable accuracy. We retrospectively examined emergency brain MRI reports from 2013 to 2021, the inclusion criteria being (1) emergency brain MRI, (2) no previously known intra-axial brain tumor, and (3) suspicion of an intra-axial brain tumor on emergency MRI report. The tumor type suggestion and the final clinical diagnosis were pooled into groups: (1) glial tumors, (2) metastasis, (3) lymphoma, and (4) other tumors. The final study sample included 150 patients, of which 108 had histopathological tumor type confirmation. Among the patients with histopathological tumor type confirmation, the accuracy of the MRI reports in classifying the tumor type was 0.86 for gliomas against other tumor types, 0.89 for metastases, and 0.99 for lymphomas. We found the result encouraging, given the prolific need for emergency imaging.
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Affiliation(s)
- Aapo Sirén
- Department of Radiology, Turku University Hospital, and University of Turku, Kiinamyllynkatu 4-8, 20520 Turku, Finland
| | - Elina Turkia
- Department of Radiology, Turku University Hospital, and University of Turku, Kiinamyllynkatu 4-8, 20520 Turku, Finland
| | - Mikko Nyman
- Department of Radiology, Turku University Hospital, and University of Turku, Kiinamyllynkatu 4-8, 20520 Turku, Finland
| | - Jussi Hirvonen
- Department of Radiology, Turku University Hospital, and University of Turku, Kiinamyllynkatu 4-8, 20520 Turku, Finland
- Medical Imaging Center, Department of Radiology, Tampere University Hospital, and Tampere University, 33520 Tampere, Finland
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11
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Ohadi MAD, Dashtkoohi M, Babaei MR, Zamani R, Dashtkoohi M, Hadjipanayis CG. Sodium fluorescein-guided resection of brain metastases: A needed approach or an option? A systematic review and meta-analysis. Acta Neurochir (Wien) 2024; 166:334. [PMID: 39133319 DOI: 10.1007/s00701-024-06223-7] [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: 04/21/2024] [Accepted: 08/05/2024] [Indexed: 08/13/2024]
Abstract
PURPOSE Brain metastases (BM) often leave residual tumors despite having visible margins, which increases the risk of local tumor recurrence and can impact overall patient survival rates. Fluorescence-guided surgery (FGS) utilizing sodium fluorescein (FL) has been reported as an effective technique in recent studies. This study aimed to evaluate the efficacy of FL FGS in improving the extent of resection of brain metastases and its impact on overall survival. METHODS We conducted a systematic search following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses. Our primary focus was on gross total resection (GTR). Additionally, we extracted survival data and evaluated the risk of bias using a modified version of the Joanna Briggs Institute critical appraisal tool. RESULTS The study comprised 970 patients with brain metastases through eight different studies. The study found that patients who underwent FL-guided resection had a significantly higher rate of GTR (OR: 2.02, 95% CI: 1.14-3.56, p = 0.0156, I2 = 41.5%). Additionally, the study concluded that FL-guided resection is associated with better overall survival rates (HR: 0.61, 95%CI: 0.47 0.80, p = 0.0003, I2 = 41.5%). CONCLUSION Our research suggests that the use of FL is associated with a higher rate of GTR and improved overall patient survival. None of the studies we reviewed reported significant complications associated with the use of FL in patients.
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Affiliation(s)
- Mohammad Amin Dabbagh Ohadi
- Students' Scientific Research Center, Tehran University of Medical Sciences, Tehran, Iran
- Department of Pediatric Neurological Surgery, Children's Medical Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohammad Dashtkoohi
- Students' Scientific Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohammad Reza Babaei
- Students' Scientific Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Raha Zamani
- Students' Scientific Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohadese Dashtkoohi
- Students' Scientific Research Center, Tehran University of Medical Sciences, Tehran, Iran
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12
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Amrell L, Bär E, Glasow A, Kortmann RD, Seidel C, Patties I. Enhanced anti-tumor effects by combination of tucatinib and radiation in HER2-overexpressing human cancer cell lines. Cancer Cell Int 2024; 24:277. [PMID: 39107782 PMCID: PMC11302197 DOI: 10.1186/s12935-024-03458-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Accepted: 07/23/2024] [Indexed: 08/10/2024] Open
Abstract
BACKGROUND Tucatinib (TUC), a HER2-directed tyrosine kinase inhibitor, is the first targeted drug demonstrating intracranial efficacy and significantly prolonged survival in metastatic HER2-positive breast cancer (BC) patients with brain metastases. Current treatments for brain metastases often include radiotherapy, but little is known about the effects of combination treatment with TUC. Therefore, we examined the combined effects of irradiation and TUC in human HER2-overexpressing BC, non-small cell lung cancer (NSCLC), and colorectal cancer (CRC) cell lines. For the latter two, a standard therapy successfully targeting HER2 is yet to be established. METHODS Nine HER2-overexpressing (BC: BT474, ZR7530, HCC1954; CRC: LS411N, DLD1, COLO201; NSCLC: DV90, NCI-H1781) and three control cell lines (BC: MCF7, HCC38; NSCLC: NCI-H2030) were examined. WST-1 assay (metabolic activity), BrdU ELISA (proliferation), γH2AX assay (DNA double-strand breaks (DSB), Annexin V assay (apoptosis), and clonogenic assay (clonogenicity) were performed after treatment with TUC and/or irradiation (IR). The relevance of the treatment sequence was analyzed exemplarily. RESULTS In BC, combinatorial treatment with TUC and IR significantly decreased metabolic activity, cell proliferation, clonogenicity and enhanced apoptotis compared to IR alone, whereby cell line-specific differences occurred. In the PI3KCA-mutated HCC1954 cell line, addition of alpelisib (ALP) further decreased clonogenicity. TUC delayed the repair of IR-induced DNA damage but did not induce DSB itself. Investigation of treatment sequence indicated a benefit of IR before TUC versus IR after TUC. Also in CRC and NSCLC, the combination led to a stronger inhibition of metabolic activity, proliferation, and clonogenic survival (only in NSCLC) than IR alone, whereby about 10-fold higher concentrations of TUC had to be applied than in BC to induce significant changes. CONCLUSION Our data indicate that combination of TUC and IR could be more effective than single treatment strategies for BC. Thereby, treatment sequence seems to be an important factor. The lower sensitivity to TUC in NSCLC and particularly in CRC (compared to BC) implicates, that tumor promotion there might be less HER2-related. Combination with inhibitors of other driver mutations may aid in overcoming partial TUC resistance. These findings are of high relevance to improve long-time prognosis especially in brain-metastasized situations given the intracranial activity of TUC.
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Affiliation(s)
- Lukas Amrell
- Department of Radiation Oncology, University of Leipzig, Stephanstraße 9a, 04103, Leipzig, Germany
| | - Eric Bär
- Department of Radiation Oncology, University of Leipzig, Stephanstraße 9a, 04103, Leipzig, Germany
| | - Annegret Glasow
- Department of Radiation Oncology, University of Leipzig, Stephanstraße 9a, 04103, Leipzig, Germany
- Comprehensive Cancer Center Central Germany (CCCG), Leipzig, Germany
| | - Rolf-Dieter Kortmann
- Department of Radiation Oncology, University of Leipzig, Stephanstraße 9a, 04103, Leipzig, Germany
| | - Clemens Seidel
- Department of Radiation Oncology, University of Leipzig, Stephanstraße 9a, 04103, Leipzig, Germany
- Comprehensive Cancer Center Central Germany (CCCG), Leipzig, Germany
| | - Ina Patties
- Department of Radiation Oncology, University of Leipzig, Stephanstraße 9a, 04103, Leipzig, Germany.
- Comprehensive Cancer Center Central Germany (CCCG), Leipzig, Germany.
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13
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Ohno M, Takahashi M, Yanagisawa S, Osawa S, Tsuchiya T, Fujita S, Igaki H, Narita Y. Development of a scoring system to predict local recurrence in brain metastases following complete resection and observation. J Neurooncol 2024:10.1007/s11060-024-04790-4. [PMID: 39098980 DOI: 10.1007/s11060-024-04790-4] [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: 05/02/2024] [Accepted: 07/23/2024] [Indexed: 08/06/2024]
Abstract
PURPOSE Postoperative stereotactic radiosurgery to the resection cavity in patients with brain metastases is guideline-recommended therapy. However, Japanese Clinical Oncology Group 0504 study showed that postoperative observation could be a therapeutic option in patients with completed resected brain metastases. We hereby investigated the incidence and risk factors for local recurrence after complete resection without immediate radiotherapy and developed a scoring system for its prediction. METHODS We included 53 patients with 54 brain metastases, who underwent complete resection between January 2016 and December 2021. We identified risk factors for local recurrence and developed a scoring system to predict it using the extracted risk factors, by assigning one point to each risk factor and calculating the total scores for each patient. We evaluated the correlation between the prognostic score and time to local recurrence. RESULTS Local recurrence occurred in 37 of 54 tumors (68.5%), with a median follow-up duration of 21.0 months. The median time to local recurrence was 5.1 months. Univariate and multivariate analyses revealed that non-lung adenocarcinoma, infratentorial tumors, and no postoperative systemic therapy were identified as risk factors for local recurrence (non-lung adenocarcinoma, p = 0.035; infratentorial tumors, p = 0.044; and no postoperative systemic therapy, p = 0.0069). A score ≥ 2 showed a median time to local recurrence of 2.1 months, starkly contrasting with 30.8 months for a score ≤ 1 (p = 0.0002). CONCLUSIONS Non-lung adenocarcinoma, infratentorial tumors, and no postoperative systemic therapy were risk factors for local recurrence. Our scoring system can predict local recurrence, thus potentially aiding treatment decisions.
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Affiliation(s)
- Makoto Ohno
- Department of Neurosurgery and Neuro-Oncology, National Cancer Center Hospital, 5-1-1, Tsukiji, Chuo-ku, Tokyo, 104-0045, Japan.
| | - Masamichi Takahashi
- Department of Neurosurgery and Neuro-Oncology, National Cancer Center Hospital, 5-1-1, Tsukiji, Chuo-ku, Tokyo, 104-0045, Japan
| | - Shunsuke Yanagisawa
- Department of Neurosurgery and Neuro-Oncology, National Cancer Center Hospital, 5-1-1, Tsukiji, Chuo-ku, Tokyo, 104-0045, Japan
| | - Sho Osawa
- Department of Neurosurgery and Neuro-Oncology, National Cancer Center Hospital, 5-1-1, Tsukiji, Chuo-ku, Tokyo, 104-0045, Japan
| | - Takahiro Tsuchiya
- Department of Neurosurgery and Neuro-Oncology, National Cancer Center Hospital, 5-1-1, Tsukiji, Chuo-ku, Tokyo, 104-0045, Japan
| | - Shohei Fujita
- Department of Neurosurgery and Neuro-Oncology, National Cancer Center Hospital, 5-1-1, Tsukiji, Chuo-ku, Tokyo, 104-0045, Japan
| | - Hiroshi Igaki
- Department of Radiation Oncology, National Cancer Center Hospital, 5-1-1, Tsukiji, Chuo-ku, Tokyo, 104-0045, Japan
| | - Yoshitaka Narita
- Department of Neurosurgery and Neuro-Oncology, National Cancer Center Hospital, 5-1-1, Tsukiji, Chuo-ku, Tokyo, 104-0045, Japan
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14
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Schick A, Hardy S, Strawderman M, Zheng D, Cummings M, Milano MT, Magnuson A, Behr J, Sammons S, Usuki K, Mohile N, O'Regan R, Anders CK, Hicks D, Dhakal A. Impact of systemic disease on CNS disease control after stereotactic radiosurgery to breast cancer brain metastases (The SYBRA Study). NPJ Breast Cancer 2024; 10:69. [PMID: 39095465 PMCID: PMC11297231 DOI: 10.1038/s41523-024-00673-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2024] [Accepted: 07/10/2024] [Indexed: 08/04/2024] Open
Abstract
The objective of the study is to assess impact of systemic disease (SD) status on overall survival and brain metastasis (BM) control, adopting a novel landmark approach to categorize SD among breast cancer (BC) patients. This single institution retrospective study included BCBM patients who have received stereotactic radiosurgery (SRS) to brain. Separate endpoints [CNS failure-free survival (cFFS), overall survival (OS)] were analyzed from each Landmark (LM): LM1 (3-months), LM2 (6-months). Patients were categorized into early and non-early progression (EP, NEP) groups depending on SD status before LMs. Median survivals from LM were assessed with Kaplan Meier plots, compared with Log-Rank test. EP was associated with worse median cFFS and OS vs NEP in both LM analyses (cFFS- LM1: 3.6 vs. 9.7 months, p = 0.0016; LM2: 2.3 vs. 12.5 months, p < 0.0001; OS- LM1: 3.6 vs. 24.3 months, p < 0.0001; LM2: 5.3 vs. 30.2 months, p < 0.0001). In multivariate analyses, EP was associated with shorter cFFS [LM1: Hazard Ratio (HR) with 95% confidence interval (CI) 3.16, 1.46-6.83, p = 0.0034; LM2: 5.32, 2.33-12.15, p = <0.0001] and shorter OS (LM1: HR with 95% CI 4.28, 1.98-9.12, p = 0.0002; LM2: 7.40, 3.10-17.63, p = <0.0001) vs NEP. Early systemic disease progressions after 1st SRS to brain is associated with worse cFFS and OS in patients with BCBM.
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Affiliation(s)
- Alex Schick
- Division of Hematology/Oncology, Department of Medicine & Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY, USA
| | - Sara Hardy
- Department of Radiation Oncology, Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY, USA
| | - Myla Strawderman
- Department of Biostatistics and Computational Biology, University of Rochester Medical Center, Rochester, NY, USA
| | - Dandan Zheng
- Department of Radiation Oncology, Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY, USA
| | - Michael Cummings
- Department of Radiation Oncology, Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY, USA
| | - Michael T Milano
- Department of Radiation Oncology, Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY, USA
| | - Allison Magnuson
- Division of Hematology/Oncology, Department of Medicine & Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY, USA
| | - Jacqueline Behr
- Division of Neuro-Oncology, Department of Neurology & Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY, USA
| | - Sarah Sammons
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Kenneth Usuki
- Department of Radiation Oncology, Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY, USA
| | - Nimish Mohile
- Division of Neuro-Oncology, Department of Neurology & Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY, USA
| | - Ruth O'Regan
- Division of Hematology/Oncology, Department of Medicine & Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY, USA
| | - Carey K Anders
- Division of Medical Oncology, Duke Cancer Institute, Duke University Medical Center, Durham, NC, USA
| | - David Hicks
- Department of Pathology and Laboratory Medicine, University of Rochester Medical Center, Rochester, NY, USA
| | - Ajay Dhakal
- Division of Hematology/Oncology, Department of Medicine & Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY, USA.
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15
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Weller M, Remon J, Rieken S, Vollmuth P, Ahn MJ, Minniti G, Le Rhun E, Westphal M, Brastianos PK, Soo RA, Kirkpatrick JP, Goldberg SB, Öhrling K, Hegi-Johnson F, Hendriks LEL. Central nervous system metastases in advanced non-small cell lung cancer: A review of the therapeutic landscape. Cancer Treat Rev 2024; 130:102807. [PMID: 39151281 DOI: 10.1016/j.ctrv.2024.102807] [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: 12/22/2023] [Revised: 07/19/2024] [Accepted: 07/29/2024] [Indexed: 08/19/2024]
Abstract
Up to 40% of patients with non-small cell lung cancer (NSCLC) develop central nervous system (CNS) metastases. Current treatments for this subgroup of patients with advanced NSCLC include local therapies (surgery, stereotactic radiosurgery, and, less frequently, whole-brain radiotherapy), targeted therapies for oncogene-addicted NSCLC (small molecules, such as tyrosine kinase inhibitors, and antibody-drug conjugates), and immune checkpoint inhibitors (as monotherapy or combination therapy), with multiple new drugs in development. However, confirming the intracranial activity of these treatments has proven to be challenging, given that most lung cancer clinical trials exclude patients with untreated and/or progressing CNS metastases, or do not include prespecified CNS-related endpoints. Here we review progress in the treatment of patients with CNS metastases originating from NSCLC, examining local treatment options, systemic therapies, and multimodal therapeutic strategies. We also consider challenges regarding assessment of treatment response and provide thoughts around future directions for managing CNS disease in patients with advanced NSCLC.
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Affiliation(s)
- Michael Weller
- Department of Neurology, University Hospital and University of Zurich, Zurich, Switzerland.
| | - Jordi Remon
- Paris-Saclay University, Department of Cancer Medicine, Gustave Roussy, Villejuif, France.
| | - Stefan Rieken
- Department of Radiation Oncology, University Hospital Göttingen (UMG), Göttingen, Germany; Comprehensive Cancer Center Lower Saxony (CCC-N), University Hospital Göttingen (UMG), Göttingen, Germany.
| | - Philipp Vollmuth
- Division for Computational Radiology & Clinical AI, Clinic for Neuroradiology, University Hospital Bonn, Bonn, Germany; Division for Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany.
| | - Myung-Ju Ahn
- Division of Hematology-Oncology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea.
| | - Giuseppe Minniti
- Department of Radiological Sciences, Oncology and Anatomical Pathology, Sapienza University of Rome, Rome, Italy; IRCCS Neuromed, Pozzilli, Italy.
| | - Emilie Le Rhun
- Departments of Neurosurgery and Neurology, University Hospital and University of Zurich, Zurich, Switzerland.
| | - Manfred Westphal
- Department of Neurosurgery and Institute for Tumor Biology, University Hospital Hamburg-Eppendorf, Hamburg, Germany.
| | | | - Ross A Soo
- Department of Hematology-Oncology, National University Hospital, Singapore, Singapore.
| | - John P Kirkpatrick
- Departments of Radiation Oncology and Neurosurgery, Duke University, Durham, NC, USA.
| | - Sarah B Goldberg
- Department of Medicine (Medical Oncology), Yale School of Medicine, Yale Cancer Center, New Haven, CT, USA.
| | | | - Fiona Hegi-Johnson
- Department of Radiation Oncology, Peter MacCallum Cancer Centre, University of Melbourne, Melbourne, Australia; Sir Peter MacCallum Department of Clinical Oncology, University of Melbourne, Melbourne, Australia.
| | - Lizza E L Hendriks
- Department of Respiratory Medicine, Maastricht University Medical Centre, GROW School for Oncology and Reproduction, Maastricht, Netherlands.
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16
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Kahl KH, Krauss PE, Neu M, Maurer CJ, Schill-Reiner S, Roushan Z, Laukmanis E, Dobner C, Janzen T, Balagiannis N, Sommer B, Stüben G, Shiban E. Intraoperative radiotherapy after neurosurgical resection of brain metastases as institutional standard treatment- update of the oncological outcome form a single center cohort after 117 procedures. J Neurooncol 2024; 169:187-193. [PMID: 38963657 PMCID: PMC11269407 DOI: 10.1007/s11060-024-04691-6] [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: 03/03/2024] [Accepted: 04/18/2024] [Indexed: 07/05/2024]
Abstract
PURPOSE Stereotactic radiotherapy (SRT) is the predominant method for the irradiation of resection cavities after resection of brain metastases (BM). Intraoperative radiotherapy (IORT) with 50 kV x-rays is an alternative way to irradiate the resection cavity focally. We have already reported the outcome of our first 40 IORT patients treated until 2020. Since then, IORT has become the predominant cavity treatment in our center due to patients´ choice. METHODS We retrospectively analyzed the outcomes of all patients who underwent resection of BM and IORT between 2013 and August 2023 at Augsburg University Medical Center (UKA). RESULTS We identified 105 patients with 117 resected BM treated with 50 kV x-ray IORT. Median diameter of the resected metastases was 3.1 cm (range 1.3 - 7.0 cm). Median applied dose was 20 Gy. All patients received standardized follow-up (FU) including three-monthly MRI of the brain. Mean FU was 14 months, with a median MRI FU for patients alive of nine months. Median overall survival (OS) of all treated patients was 18.2 months (estimated 1-year OS 57.7%). The observed local control (LC) rate of the resection cavity was 90.5% (estimated 1-year LC 84.2%). Distant brain control (DC) was 61.9% (estimated 1-year DC 47.9%). Only 16.2% of all patients needed WBI in the further course of disease. The observed radio necrosis rate was 2.6%. CONCLUSION After 117 procedures IORT still appears to be a safe and appealing way to perform cavity RT after neurosurgical resection of BM with low toxicity and excellent LC.
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Affiliation(s)
- Klaus-Henning Kahl
- Department of Radiotherapy and Radio- Oncology, University Medical Center Augsburg, Augsburg, Germany.
| | - Philipp E Krauss
- Department of Neurosurgery, University Medical Center Augsburg, Augsburg, Germany
| | - Maria Neu
- Department of Radiotherapy and Radio- Oncology, University Medical Center Augsburg, Augsburg, Germany
| | - Christoph J Maurer
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Medical Center Augsburg, Augsburg, Germany
| | - Sabine Schill-Reiner
- Department of Medical Physics and Radiation Protection, University Medical Center Augsburg, Augsburg, Germany
| | - Zoha Roushan
- Department of Medical Physics and Radiation Protection, University Medical Center Augsburg, Augsburg, Germany
| | - Eva Laukmanis
- Department of Medical Physics and Radiation Protection, University Medical Center Augsburg, Augsburg, Germany
| | - Christian Dobner
- Department of Medical Physics and Radiation Protection, University Medical Center Augsburg, Augsburg, Germany
| | - Tilman Janzen
- Department of Medical Physics and Radiation Protection, University Medical Center Augsburg, Augsburg, Germany
| | - Nikolaos Balagiannis
- Department of Radiotherapy and Radio- Oncology, University Medical Center Augsburg, Augsburg, Germany
| | - Björn Sommer
- Department of Neurosurgery, University Medical Center Augsburg, Augsburg, Germany
| | - Georg Stüben
- Department of Radiotherapy and Radio- Oncology, University Medical Center Augsburg, Augsburg, Germany
| | - Ehab Shiban
- Department of Neurosurgery, University Medical Center Augsburg, Augsburg, Germany
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17
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Schulz C, Proescholdt M, Schmidt NO, Steger F, Heudobler D. [Brain metastases]. Pneumologie 2024; 78:578-589. [PMID: 38266745 DOI: 10.1055/a-2238-1840] [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: 01/26/2024]
Abstract
Cerebral metastases in patients with metastatic lung cancer are found in more than 30% of patients at baseline and manifest themselves in two out of three patients during disease evolution. For a long time, the cerebral manifestation of the disease was classified as prognostically unfavorable and hence such patients were regularly excluded from therapy studies. In the context of targeted molecular therapy strategies and established immuno-oncological systemic therapies, the blood-brain barrier no longer represents an insurmountable barrier. However, the treatment of brain metastases requires decision making in a multidisciplinary team within dedicated lung cancer and/or oncology centers. The differentiated treatment decision is based on the number, size and location of the brain metastases, neurology and general condition, comorbidities, potential life expectancy and the patient's wishes, but also tumor biology including molecular targets, extra-cranial tumor burden and availability of a CNS-effective therapy. Systemic therapies as well as neurosurgical and radiotherapeutic concepts are now often combined for optimized and prognosis-improving therapeutic strategies.
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Affiliation(s)
- Christian Schulz
- Klinik und Poliklinik für Innere Medizin II, Universitätsklinikum Regensburg, Regensburg, Deutschland
| | - Martin Proescholdt
- Klinik und Poliklinik für Neurochirurgie, Universitätsklinikum Regensburg, Regensburg, Deutschland
| | - Nils Ole Schmidt
- Klinik und Poliklinik für Neurochirurgie, Universitätsklinikum Regensburg, Regensburg, Deutschland
| | - Felix Steger
- Klinik und Poliklinik für Strahlentherapie, Universitätsklinikum Regensburg, Regensburg, Deutschland
| | - Daniel Heudobler
- Klinik und Poliklinik für Innere Medizin III, Universitätsklinikum Regensburg, Regensburg, Deutschland
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18
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Alongi F, Nicosia L, Ricardi U, Scorsetti M, Greto D, Balermpas P, Lievens Y, Braam P, Jereczek-Fossa BA, Stellamans K, Ratosa I, Simek IM, Peulen H, Dirix P, Verbeke L, Ramella S, Hemmatazad H, Khanfir K, Geets X, Jeene P, Zilli T, Fournier B, Fortpied C, Boakye Oppong F, Ost P, Guckenberger M. Acute toxicity in patients with oligometastatic cancer following metastasis-directed stereotactic body radiotherapy: An interim analysis of the E 2-RADIatE OligoCare cohort. Radiother Oncol 2024; 199:110466. [PMID: 39094630 DOI: 10.1016/j.radonc.2024.110466] [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: 04/15/2024] [Revised: 07/25/2024] [Accepted: 07/26/2024] [Indexed: 08/04/2024]
Abstract
AIM To evaluate acute toxicity at 6 months after stereotactic body radiotherapy (SBRT) in patients with oligometastatic cancer within the OligoCare cohort. MATERIAL AND METHODS OligoCare is a prospective, registry-based, single-arm, observational study that aims to report prospective real-world data of patients with oligometastases from solid cancer treated with SBRT (NCT03818503). Primary tumor included non-small cell lung cancer (NSCLC), breast cancer (BC), colorectal cancer (CRC), and prostate cancer (PC). This analysis addresses a secondary endpoint of the trial, acute toxicity within 6 months after SBRT. RESULTS Out of 1,597registered patients, 1'468 patients were evaluated for acute toxicity. Globally, 290 (20 %) had NSCLC primary disease, 227 (16 %) had BC, 293 (20 %) had CRC, and 658 (45 %) had PC. Concomitant systemic treatment was administered in 527 (35.9 %) patients. According to the EORTC/ESTRO oligometastatic disease (OMD) classification, 828 (56 %) patients had de novo OMD, 464 (32 %) repeat OMD, and 176 (12 %) induced OMD. Acute grade ≥ 3 SBRT related adverse events were reported in 8 (0.5 %) patients, including 2 (0.1 %) fatal AEs. In particular, 6 (0.4 %) grade 3 events were: 1 empyema, 1 pneumonia, 1 radiation pneumonitis, 1 radiation skin injury, 1 decreased appetite, and 1 bone pain. Among those 2 occurred in NSCLC patients, 2 in BC patients, and 1 in CRC and PC patients each. The two (0.1 %) grade 5 toxicity were represented by: pneumonitis and cerebral hemorrhage. CONCLUSION OligoCare is the largest prospective registry cohort on oligometastatic disease. Acute toxicity within 6 months was low, confirming the safety of SBRT in the treatment of oligometastases.
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Affiliation(s)
- Filippo Alongi
- Advanced Radiation Oncology Department, IRCCS Sacro Cuore Don Calabria Hospital, Cancer Care Center, Italy; University of Brescia, Brescia, Italy
| | - Luca Nicosia
- Advanced Radiation Oncology Department, IRCCS Sacro Cuore Don Calabria Hospital, Cancer Care Center, Italy.
| | - Umberto Ricardi
- Department of Oncology, Radiation Oncology, University of Turin, Turin, Italy
| | - Marta Scorsetti
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072, Pieve Emanuele, Milan, Italy; Department of Radiotherapy and Radiosurgery, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089, Rozzano, Milan, Italy
| | - Daniela Greto
- Department of Experimental and Clinical Biomedical Sciences "M Serio", University of Florence, Florence, Italy; Radiation Oncology Unit, Oncology Department, Azienda Ospedaliero Universitaria Careggi, Florence, Italy
| | - Panagiotis Balermpas
- Department of Radiation Oncology, University Hospital Zurich and University of Zurich, Zurich, Switzerland
| | - Yolande Lievens
- Department of Radiation Oncology, Ghent University Hospital and Ghent University, Gent, Belgium
| | - Pètra Braam
- Radboud University Medical Center Nijmegen, Radiation Oncology, Nijmegen, the Netherlands
| | - Barbara Alicja Jereczek-Fossa
- Department. of Oncology and Hemato-oncology, University of Milan, Milan, Italy; Department of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | | | - Ivica Ratosa
- Division of Radiation Oncology, Institute of Oncology Ljubljana, Ljubljana, Slovenia; Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Inga-Malin Simek
- Department of Radiation Oncology, Comprehensive Cancer Center Vienna, Medical University of Vienna, Vienna, Austria
| | - Heike Peulen
- Catharina Ziekenhuis, Radiation Oncology, Eindhoven, the Netherlands
| | - Piet Dirix
- Department of Radiation Oncology, Iridium Network, Wilrijk (Antwerp), Belgium
| | - Luc Verbeke
- Onze-Lieve-Vrouw Ziekenhuis, Radiation Oncology, Aalst, Belgium
| | - Sara Ramella
- Fondazione Policlinico Universitario Campus Bio-Medico di Roma, Via Alvaro del Portillo 200, 00128 Rome, Italy; Università Campus Bio-Medico di Roma, Via Alvaro del Portillo 21, 00128 Rome, Italy
| | - Hossein Hemmatazad
- Department of Radiation Oncology, Inselspital, Bern University Hospital and University of Bern, Switzerland
| | - Kaouthar Khanfir
- Department of Radiation Oncology, Hôpital Valais, Sion, Switzerland
| | - Xavier Geets
- Department of Radiation Oncology, Cliniques Universitaires Saint-Luc, MIRO-IREC Lab, Université Catholique de Louvain, Brussels, Belgium
| | - Paul Jeene
- Radiotherapiegroep, Deventer, the Netherlands
| | - Thomas Zilli
- Radiation Oncology, Geneva University Hospital, Geneva, Switzerland. Now at: Radiation Oncology, Oncology Institute of Southern Switzerland (IOSI), EOC, Bellinzona, Switzerland; Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Beatrice Fournier
- European Organisation for Research and Treatment of Cancer (EORTC), Headquarters, Brussels, Belgium
| | - Catherine Fortpied
- European Organisation for Research and Treatment of Cancer (EORTC), Headquarters, Brussels, Belgium
| | - Felix Boakye Oppong
- European Organisation for Research and Treatment of Cancer (EORTC), Headquarters, Brussels, Belgium
| | - Piet Ost
- Department of Human Structure and Repair, Ghent University, Ghent, Belgium; Iridium Network, Radiation Oncology, Wilrijk, Belgium
| | - Matthias Guckenberger
- Department of Radiation Oncology, University Hospital Zurich and University of Zurich, Zurich, Switzerland
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19
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Padevit L, Zeitlberger AM, Maldaner N, Sarnthein J, Bozinov O, Regli L, Neidert MC, Serra C, Voglis S. Multiple craniotomies in patients with brain metastases: a two-center, propensity score-matched study. Neurosurg Rev 2024; 47:354. [PMID: 39060536 PMCID: PMC11281945 DOI: 10.1007/s10143-024-02578-8] [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: 02/24/2024] [Revised: 05/06/2024] [Accepted: 07/08/2024] [Indexed: 07/28/2024]
Abstract
The current study addresses the question of whether the resection of more than one BM by multiple craniotomies within the same operation is associated with more adverse events (AEs) and worse functional outcome compared to cases in which only one BM was resected. All patients who underwent more than one craniotomy for resection of multiple BM at two Swiss tertiary neurosurgical care centers were included. Any AEs, functional outcome, and overall survival (OS) were analyzed after 1:1 propensity score matching with patients who underwent removal of a single BM only. A total of 94 patients were included in the final study cohort (47 of whom underwent multiple craniotomies). There was no significant difference in the incidence of AEs between the single and the multiple craniotomy group (n = 2 (4.3%) vs. n = 4 (8.5%), p = .7). Change in modified Rankin Scale (mRS) and Karnofsky Performance Status (KPS) at discharge demonstrated that slightly more single craniotomy patients improved in mRS, while the proportion of patients who worsened in mRS (16.3 vs. 16.7%) and KPS (13.6 vs. 15.2%) was similar in both groups (p = .42 for mRS and p = .92 for KPS). Survival analysis showed no significant differences in OS between patients with single and multiple craniotomies (p = .18). Resection of multiple BM with more than one craniotomy may be considered a safe option without increased AEs or worse functional outcome.
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Affiliation(s)
- Luis Padevit
- Department of Neurosurgery, Clinical Neuroscience Center, University Hospital and University of Zurich, Rämistrasse 100, Zurich, 8091, Switzerland
| | | | - Nicolai Maldaner
- Department of Neurosurgery, Clinical Neuroscience Center, University Hospital and University of Zurich, Rämistrasse 100, Zurich, 8091, Switzerland
| | - Johannes Sarnthein
- Department of Neurosurgery, Clinical Neuroscience Center, University Hospital and University of Zurich, Rämistrasse 100, Zurich, 8091, Switzerland
| | - Oliver Bozinov
- Department of Neurosurgery, Cantonal Hospital St. Gallen, St. Gallen, Switzerland
| | - Luca Regli
- Department of Neurosurgery, Clinical Neuroscience Center, University Hospital and University of Zurich, Rämistrasse 100, Zurich, 8091, Switzerland
| | | | - Carlo Serra
- Department of Neurosurgery, Clinical Neuroscience Center, University Hospital and University of Zurich, Rämistrasse 100, Zurich, 8091, Switzerland
| | - Stefanos Voglis
- Department of Neurosurgery, Clinical Neuroscience Center, University Hospital and University of Zurich, Rämistrasse 100, Zurich, 8091, Switzerland.
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20
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Chun SJ, Kim K, Kim YB, Paek SH, Lee KH, Song JH, Jang WI, Kim TH, Salvestrini V, Meattini I, Livi L, Shin KH. Risk of radionecrosis in HER2-positive breast cancer with brain metastasis receiving trastuzumab emtansine (T-DM1) and brain stereotactic radiosurgery. Radiother Oncol 2024; 199:110461. [PMID: 39067706 DOI: 10.1016/j.radonc.2024.110461] [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: 01/23/2024] [Revised: 07/18/2024] [Accepted: 07/22/2024] [Indexed: 07/30/2024]
Abstract
OBJECTIVES To investigate the potential relationship between trastuzumab emtansine (T-DM1) treatment and radionecrosis induced by brain stereotactic radiosurgery (SRS) in patients with human epidermal growth factor receptor 2 (HER2)-positive breast cancer. MATERIALS AND METHODS Patients with HER2-positive breast cancer who were diagnosed with brain metastasis and received both SRS and HER2-targeted agents between 2012 and 2022 were retrospectively analyzed. Patients who received T-DM1 within 1 year (either before or after) of SRS were considered as 'T-DM1 exposure (+)'. T-DM1 exposure (-) group had other HER2-targeted agents or received T-DM1 more than 1 year before or after SRS. Symptomatic radionecrosis was defined as Common Terminology Criteria for Adverse Events grade 2 or greater. RESULTS A total of 103 patients with 535 treatment sessions were included from seven tertiary medical centers in Korea and Italy. The median follow-up duration was 15.5 months (range 1.1-101.9). By per-patient analysis, T-DM1 exposure (+) group had an increased risk of overall radionecrosis after multivariate analysis (HR 2.71, p = 0.020). Additionally, T-DM1 exposure (+) group was associated with a higher risk of symptomatic radionecrosis compared to T-DM1 exposure (-) patients (HR 4.34, p = 0.030). In per-treatment analysis, T-DM1 exposure (+) was linked to higher incidences of overall (HR 3.13, p = 0.036) and symptomatic radionecrosis (HR 10.4, p = 0.013) after multivariate analysis. A higher prevalence of radionecrosis was observed with T-DM1 exposure (+) and a previous history of whole brain radiotherapy. CONCLUSION An increased risk of radionecrosis was observed in patients receiving T-DM1 with brain SRS. Further research is needed to better understand the optimal sequence and interval for administering T-DM1 and SRS.
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Affiliation(s)
- Seok-Joo Chun
- Department of Radiation Oncology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, South Korea; Department of Radiation Oncology, Dongguk University Ilsan Hospital, Dongguk University College of Medicine, Goyang, South Korea
| | - Kyubo Kim
- Department of Radiation Oncology, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, South Korea.
| | - Yong Bae Kim
- Department of Radiation Oncology, Yonsei Cancer Center, Yonsei University College of Medicine, Seoul, South Korea
| | - Sun Ha Paek
- Department of Neurosurgery, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, South Korea
| | - Kyung-Hun Lee
- Department of Internal Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, South Korea
| | - Jin-Ho Song
- Department of Radiation Oncology, Seoul St. Mary's Hospital, The Catholic University of Korea College of Medicine, Seoul, South Korea
| | - Won Il Jang
- Department of Radiation Oncology, Korea Institute of Radiological & Medical Sciences, Seoul, South Korea
| | - Tae Hyun Kim
- Center for Proton Therapy, National Cancer Center, Goyang, South Korea
| | - Viola Salvestrini
- Breast Unit & Radiation Oncology Unit, Oncology Department, Azienda Ospedaliero Universitaria Careggi, Florence, Italy
| | - Icro Meattini
- Breast Unit & Radiation Oncology Unit, Oncology Department, Azienda Ospedaliero Universitaria Careggi, Florence, Italy; Department of Experimental and Clinical Biomedical Sciences "M. Serio", University of Florence, Florence, Italy
| | - Lorenzo Livi
- Breast Unit & Radiation Oncology Unit, Oncology Department, Azienda Ospedaliero Universitaria Careggi, Florence, Italy; Department of Experimental and Clinical Biomedical Sciences "M. Serio", University of Florence, Florence, Italy
| | - Kyung Hwan Shin
- Department of Radiation Oncology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, South Korea.
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21
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Zoghbi M, Moussa MJ, Dagher J, Haroun E, Qdaisat A, Singer ED, Karam YE, Yeung SCJ, Chaftari P. Brain Metastasis in the Emergency Department: Epidemiology, Presentation, Investigations, and Management. Cancers (Basel) 2024; 16:2583. [PMID: 39061222 PMCID: PMC11274762 DOI: 10.3390/cancers16142583] [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: 06/25/2024] [Revised: 07/14/2024] [Accepted: 07/17/2024] [Indexed: 07/28/2024] Open
Abstract
Brain metastases (BMs) are the most prevalent type of cerebral tumor, significantly affecting survival. In adults, lung cancer, breast cancer, and melanoma are the primary cancers associated with BMs. Symptoms often result from brain compression, and patients may present to the emergency department (ED) with life-threatening conditions. The goal of treatment of BMs is to maximize survival and quality of life by choosing the least toxic therapy. Surgical resection followed by cavity radiation or definitive stereotactic radiosurgery remains the standard approach, depending on the patient's condition. Conversely, whole brain radiation therapy is becoming more limited to cases with multiple inoperable BMs and is less frequently used for postoperative control. BMs often signal advanced systemic disease, and patients usually present to the ED with poorly controlled symptoms, justifying hospitalization. Over half of patients with BMs in the ED are admitted, making effective ED-based management a challenge. This article reviews the epidemiology, clinical manifestations, and current treatment options of patients with BMs. Additionally, it provides an overview of ED management and highlights the challenges faced in this setting. An improved understanding of the reasons for potentially avoidable hospitalizations in cancer patients with BMs is needed and could help emergency physicians distinguish patients who can be safely discharged from those who require observation or hospitalization.
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Affiliation(s)
- Marianne Zoghbi
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA;
| | - Mohammad Jad Moussa
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Jim Dagher
- Faculty of Medicine, Saint Joseph University of Beirut, Beirut 1100, Lebanon
| | - Elio Haroun
- Faculty of Medicine, Saint Joseph University of Beirut, Beirut 1100, Lebanon
| | - Aiham Qdaisat
- Department of Emergency Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Emad D. Singer
- Division of Cancer Prevention and Population Sciences, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Yara E. Karam
- Department of Behavioral Sciences, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Sai-Ching J. Yeung
- Department of Emergency Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Patrick Chaftari
- Department of Emergency Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
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22
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Roh YH, Park JE, Park SY, Cho YH, Kim YH, Song SW, Yoon S, Kim HS. Assessment of imaging risks for recurrence after stereotactic radiosurgery for brain metastases (IRRaS-BM). BMC Cancer 2024; 24:866. [PMID: 39026289 PMCID: PMC11264672 DOI: 10.1186/s12885-024-12636-5] [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: 08/19/2023] [Accepted: 07/12/2024] [Indexed: 07/20/2024] Open
Abstract
BACKGROUND The identification of viable tumors and radiation necrosis after stereotactic radiosurgery (SRS) is crucial for patient management. Tumor habitat analysis involving the grouping of similar voxels can identify subregions that share common biology and enable the depiction of areas of tumor recurrence and treatment-induced change. This study aims to validate an imaging biomarker for tumor recurrence after SRS for brain metastasis by conducting tumor habitat analysis using multi-parametric MRI. METHODS In this prospective study (NCT05868928), patients with brain metastases will undergo multi-parametric MRI before SRS, and then follow-up MRIs will be conducted every 3 months until 24 months after SRS. The multi-parametric MRI protocol will include T2-weighted and contrast-enhanced T1-weighted imaging, diffusion-weighted imaging, and dynamic susceptibility contrast imaging. Using k-means voxel-wise clustering, this study will define three structural MRI habitats (enhancing, solid low-enhancing, and nonviable) on T1- and T2-weighted images and three physiologic MRI habitats (hypervascular cellular, hypovascular cellular, and nonviable) on apparent diffusion coefficient maps and cerebral blood volume maps. Using RANO-BM criteria as the reference standard, via Cox proportional hazards analysis, the study will prospectively evaluate associations between parameters of the tumor habitats and the time to recurrence. The DICE similarity coefficients between the recurrence site and tumor habitats will be calculated. DISCUSSION The tumor habitat analysis will provide an objective and reliable measure for assessing tumor recurrence from brain metastasis following SRS. By identifying subregions for local recurrence, our study could guide the next therapeutic targets for patients after SRS. TRIAL REGISTRATION This study is registered at ClinicalTrials.gov (NCT05868928).
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Affiliation(s)
- Yun Hwa Roh
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea
- Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Ji Eun Park
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea.
| | - Seo Young Park
- Department of Statistics and Data Science, Korea National Open University, Seoul, Republic of Korea
| | - Young Hyun Cho
- Department of Neurosurgery, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea
| | - Young-Hoon Kim
- Department of Neurosurgery, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea
| | - Sang Woo Song
- Department of Neurosurgery, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea
| | - Shinkyo Yoon
- Department of Oncology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea
| | - Ho Sung Kim
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea
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23
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Gong Z, Xu T, Peng N, Cheng X, Niu C, Wiestler B, Hong F, Li HB. A Multi-Center, Multi-Parametric MRI Dataset of Primary and Secondary Brain Tumors. Sci Data 2024; 11:789. [PMID: 39019912 PMCID: PMC11255278 DOI: 10.1038/s41597-024-03634-0] [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: 12/17/2023] [Accepted: 07/11/2024] [Indexed: 07/19/2024] Open
Abstract
Brain metastases (BMs) and high-grade gliomas (HGGs) are the most common and aggressive types of malignant brain tumors in adults, with often poor prognosis and short survival. As their clinical symptoms and image appearances on conventional magnetic resonance imaging (MRI) can be astonishingly similar, their accurate differentiation based solely on clinical and radiological information can be very challenging, particularly for "cancer of unknown primary", where no systemic malignancy is known or found. Non-invasive multiparametric MRI and radiomics offer the potential to identify these distinct biological properties, aiding in the characterization and differentiation of HGGs and BMs. However, there is a scarcity of publicly available multi-origin brain tumor imaging data for tumor characterization. In this paper, we introduce a multi-center, multi-origin brain tumor MRI (MOTUM) imaging dataset obtained from 67 patients: 29 with high-grade gliomas, 20 with lung metastases, 10 with breast metastases, 2 with gastric metastasis, 4 with ovarian metastasis, and 2 with melanoma metastasis. This dataset includes anonymized DICOM files alongside processed FLAIR, T1-weighted, contrast-enhanced T1-weighted, T2-weighted sequences images, segmentation masks of two tumor regions, and clinical data. Our data-sharing initiative is to support the benchmarking of automated tumor segmentation, multi-modal machine learning, and disease differentiation of multi-origin brain tumors in a multi-center setting.
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Affiliation(s)
- Zhenyu Gong
- Department of Neurosurgery, Second Affiliated Hospital of Anhui Medical University, Anhui Medical University, Hefei, China
- Department of Neurosurgery, School of Medicine, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
| | - Tao Xu
- Department of Neurosurgery, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Nan Peng
- Department of Neurosurgery, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China
| | - Xing Cheng
- Department of Spine Surgery, Orthopedics Center of Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
- Department of Spine Surgery, Orthopedic Research Institute, The First Affiliated Hospital of Sun Yat-sen University; Guangdong Provincial Key Laboratory of Orthopedics and Traumatology, Guangzhou, China
| | - Chen Niu
- PET/CT center, the First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Benedikt Wiestler
- Department of Diagnostic and Interventional Neuroradiology, School of Medicine, Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany
| | - Fan Hong
- Department of Neurosurgery, Second Affiliated Hospital of Anhui Medical University, Anhui Medical University, Hefei, China.
| | - Hongwei Bran Li
- Department of Diagnostic and Interventional Neuroradiology, School of Medicine, Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany.
- Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Boston, USA.
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24
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Fortuna A, Luz P, Cordeiro M, Gosalbez B, Campoa ER, Claudino M, Alves P, Costa JG, Fernandes AS, Pinto C. Exploring the feasibility and implications of cranioencephalic computed tomography in HER2-positive breast cancer: A pilot study. Heliyon 2024; 10:e33886. [PMID: 39071551 PMCID: PMC11283159 DOI: 10.1016/j.heliyon.2024.e33886] [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: 02/01/2024] [Revised: 05/21/2024] [Accepted: 06/28/2024] [Indexed: 07/30/2024] Open
Abstract
Background Breast cancer has several subtypes, including HER2-positive breast cancer, which is characterized by overexpression of human epidermal growth factor receptor 2 (HER2), aggressiveness, poor prognosis, and high risk of recurrence and metastasis. Brain metastases are a common complication of HER2-positive breast cancer, but brain imaging is not included in the initial staging of this disease. This prospective pilot study aimed to evaluate the usefulness of brain computed tomography (CT) in the initial staging of HER2-positive breast cancer. Patients and methods Fifty-eight patients were enrolled and demographic, clinical, and breast cancer-specific data were collected after the informed consent and ethical approval were obtained. Results A descriptive analysis was performed. The median age of the patients was 55 years, and the majority had good performance status. Brain CT scans were performed at diagnosis, and no brain metastases were detected in early-stage patients. However, brain CT identified brain metastases in one advanced-stage patient with clinical suspicion. Conclusions This study suggests that brain CT may have limited utility in the initial staging of early HER2-positive breast cancer, while it could be a valuable tool in advanced cases. Further research is needed, including a higher number of patients to identify those with high risk, which may benefit from brain imaging.
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Affiliation(s)
- Ana Fortuna
- Oncology Department, Unidade Local de Saúde do Algarve, EPE, 8000, Faro, Portugal
- Faculty of Medicine, University of Porto, 4200, Porto, Portugal
| | - Paulo Luz
- Oncology Department, Unidade Local de Saúde do Algarve, EPE, 8000, Faro, Portugal
- CBIOS - Universidade Lusófona's Research Center for Biosciences & Health Technologies, 1749, Lisboa, Portugal
- Department of Biomedical Sciences, University of Alcalá, 28805, Madrid, Spain
| | - Magda Cordeiro
- Oncology Center, Hospital Particular do Algarve, Grupo HPA Saúde, 8005, Faro, Portugal
| | - Beatriz Gosalbez
- Oncology Department, Unidade Local de Saúde do Algarve, EPE, 8000, Faro, Portugal
| | - Elsa Reis Campoa
- Oncology Department, Unidade Local de Saúde do Algarve, EPE, 8500, Portimão, Portugal
| | - Melanie Claudino
- Radiology Department, Unidade Local de Saúde do Algarve, EPE, 8000, Faro, Portugal
| | - Pedro Alves
- Radiology Department, Unidade Local de Saúde do Algarve, EPE, 8000, Faro, Portugal
| | - João G Costa
- CBIOS - Universidade Lusófona's Research Center for Biosciences & Health Technologies, 1749, Lisboa, Portugal
| | - Ana S Fernandes
- CBIOS - Universidade Lusófona's Research Center for Biosciences & Health Technologies, 1749, Lisboa, Portugal
| | - Cidália Pinto
- Oncology Department, Unidade Local de Saúde do Algarve, EPE, 8000, Faro, Portugal
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Nagpal S, Milano MT, Chiang VL, Soltys SG, Brackett A, Halasz LM, Garg AK, Sahgal A, Ahluwalia MS, Tom MC, Palmer JD, Knisley JPS, Chao ST, Gephart MH, Wang TJC, Lo SS, Chang EL. Executive summary of the American Radium Society appropriate use criteria for brain metastases in epidermal growth factor receptor mutated-mutated and ALK-fusion non-small cell lung cancer. Neuro Oncol 2024; 26:1195-1212. [PMID: 38459978 PMCID: PMC11226873 DOI: 10.1093/neuonc/noae041] [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: 11/20/2023] [Indexed: 03/11/2024] Open
Abstract
The American Radium Society (ARS) Central Nervous System (CNS) committee reviewed literature on epidermal growth factor receptor mutated (EGFRm) and ALK-fusion (ALK+) tyrosine kinase inhibitors (TKIs) for the treatment of brain metastases (BrMs) from non-small cell lung cancers (NSCLC) to generate appropriate use guidelines addressing use of TKIs in conjunction with or in lieu of radiotherapy (RT). The panel developed three key questions to guide systematic review: can radiotherapy be deferred in patients receiving EGFR or ALK TKIs at (1) diagnosis or (2) recurrence? Should TKI be administered concurrently with RT (3)? Two literature searches were performed (May 2019 and December 2023). The panel developed 8 model cases and voted on treatment options using a 9-point scale, with 1-3, 4-6 and 7-9 corresponding to usually not appropriate, may be appropriate, and usually appropriate (respectively), per the UCLA/RAND Appropriateness Method. Consensus was achieved in only 4 treatment scenarios, all consistent with existing ARS-AUC guidelines for multiple BrM. The panel did not reach consensus that RT can be appropriately deferred in patients with BrM receiving CNS penetrant ALK or EGFR TKIs, though median scores indicated deferral may be appropriate under most circumstances. Whole brain RT with concurrent TKI generated broad disagreement except in cases with 2-4 BrM, where it was considered usually not appropriate. We identified no definitive studies dictating optimal sequencing of TKIs and RT for EGFRm and ALK+ BrM. Until such studies are completed, the committee hopes these cases guide decision- making in this complex clinical space.
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Affiliation(s)
- Seema Nagpal
- Department of Neurology, Stanford University, Palo Alto, California, USA
| | - Michael T Milano
- Department of Radiation Oncology, University of Rochester, Rochester, New York, USA
| | - Veronica L Chiang
- Department of Neurosurgery, Yale University, New Haven, Connecticut, USA
| | - Scott G Soltys
- Department of Radiation Oncology, Stanford University, Palo Alto, California, USA
| | - Alexandria Brackett
- Cushing/Whitney Medical Library, Yale University, New Haven, Connecticut, USA
| | - Lia M Halasz
- Department of Radiation Oncology, University of Washington, Seattle, Washington, USA
| | - Amit K Garg
- Department of Radiation Oncology, Presbyterian Healthcare Services, Albuquerque, New Mexico , USA
| | - Arjun Sahgal
- Department of Radiation Oncology, Sunnybrook Research Institute, Toronto, Ontario, Canada
| | | | - Martin C Tom
- Department of Radiation Oncology, MD Anderson, Houston, Texas, USA
| | - Joshua D Palmer
- Department of Radiation Oncology, Ohio State University, Colombus, Ohio, USA
| | - Jonathan P S Knisley
- Department of Radiation Oncology, Weill Cornell Medicine, New York, New York, USA
| | - Samuel T Chao
- Department of Radiation Oncology, Case Western University, Cleveland, Ohio, USA
| | | | - Tony J C Wang
- Department of Radiation Oncology, Columbia University, New York, New York, USA
| | - Simon S Lo
- Department of Radiation Oncology, University of Washington, Seattle, Washington, USA
| | - Eric L Chang
- Department of Radiation Oncology, University of Southern California, Los Angeles, California, USA
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Su Y, Cheng R, Guo J, Zhang M, Wang J, Ji H, Wang C, Hao L, He Y, Xu C. Differentiation of glioma and solitary brain metastasis: a multi-parameter magnetic resonance imaging study using histogram analysis. BMC Cancer 2024; 24:805. [PMID: 38969990 PMCID: PMC11225204 DOI: 10.1186/s12885-024-12571-5] [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: 08/09/2023] [Accepted: 06/27/2024] [Indexed: 07/07/2024] Open
Abstract
BACKGROUND Differentiation of glioma and solitary brain metastasis (SBM), which requires biopsy or multi-disciplinary diagnosis, remains sophisticated clinically. Histogram analysis of MR diffusion or molecular imaging hasn't been fully investigated for the differentiation and may have the potential to improve it. METHODS A total of 65 patients with newly diagnosed glioma or metastases were enrolled. All patients underwent DWI, IVIM, and APTW, as well as the T1W, T2W, T2FLAIR, and contrast-enhanced T1W imaging. The histogram features of apparent diffusion coefficient (ADC) from DWI, slow diffusion coefficient (Dslow), perfusion fraction (frac), fast diffusion coefficient (Dfast) from IVIM, and MTRasym@3.5ppm from APTWI were extracted from the tumor parenchyma and compared between glioma and SBM. Parameters with significant differences were analyzed with the logistics regression and receiver operator curves to explore the optimal model and compare the differentiation performance. RESULTS Higher ADCkurtosis (P = 0.022), frackurtosis (P<0.001),and fracskewness (P<0.001) were found for glioma, while higher (MTRasym@3.5ppm)10 (P = 0.045), frac10 (P<0.001),frac90 (P = 0.001), fracmean (P<0.001), and fracentropy (P<0.001) were observed for SBM. frackurtosis (OR = 0.431, 95%CI 0.256-0.723, P = 0.002) was independent factor for SBM differentiation. The model combining (MTRasym@3.5ppm)10, frac10, and frackurtosis showed an AUC of 0.857 (sensitivity: 0.857, specificity: 0.750), while the model combined with frac10 and frackurtosis had an AUC of 0.824 (sensitivity: 0.952, specificity: 0.591). There was no statistically significant difference between AUCs from the two models. (Z = -1.14, P = 0.25). CONCLUSIONS The frac10 and frackurtosis in enhanced tumor region could be used to differentiate glioma and SBM and (MTRasym@3.5ppm)10 helps improving the differentiation specificity.
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Affiliation(s)
- Yifei Su
- The Neurosurgery Department of Shanxi Provincial People's Hospital, Shanxi Medical University, Taiyuan, Shanxi, 030012, PR China
- Provincial Key Cultivation Laboratory of Intelligent Big Data Digital Neurosurgery of Shanxi Province, Taiyuan, Shanxi, PR China
| | - Rui Cheng
- The Neurosurgery Department of Shanxi Provincial People's Hospital, Taiyuan, Shanxi, 030012, PR China
- Provincial Key Cultivation Laboratory of Intelligent Big Data Digital Neurosurgery of Shanxi Province, Taiyuan, Shanxi, PR China
| | | | | | - Junhao Wang
- The Neurosurgery Department of Shanxi Provincial People's Hospital, Shanxi Medical University, Taiyuan, Shanxi, 030012, PR China
- Provincial Key Cultivation Laboratory of Intelligent Big Data Digital Neurosurgery of Shanxi Province, Taiyuan, Shanxi, PR China
| | - Hongming Ji
- The Neurosurgery Department of Shanxi Provincial People's Hospital, Shanxi Medical University, Taiyuan, Shanxi, 030012, PR China.
- Provincial Key Cultivation Laboratory of Intelligent Big Data Digital Neurosurgery of Shanxi Province, Taiyuan, Shanxi, PR China.
| | - Chunhong Wang
- The Neurosurgery Department of Shanxi Provincial People's Hospital, Taiyuan, Shanxi, 030012, PR China
- Provincial Key Cultivation Laboratory of Intelligent Big Data Digital Neurosurgery of Shanxi Province, Taiyuan, Shanxi, PR China
| | - Liangliang Hao
- The Radiology Department of Shanxi Provincial People's Hospital, Taiyuan, Shanxi, 030012, PR China
| | - Yexin He
- The Radiology Department of Shanxi Provincial People's Hospital, Taiyuan, Shanxi, 030012, PR China
| | - Cheng Xu
- The Radiology Department of Shanxi Provincial People's Hospital, Taiyuan, Shanxi, 030012, PR China.
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Shukla S, Karbhari A, Rastogi S, Agarwal U, Rai P, Mahajan A. Bench-to-bedside imaging in brain metastases: a road to precision oncology. Clin Radiol 2024; 79:485-500. [PMID: 38637186 DOI: 10.1016/j.crad.2024.02.015] [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: 12/02/2022] [Revised: 02/08/2024] [Accepted: 02/12/2024] [Indexed: 04/20/2024]
Abstract
Radiology has seen tremendous evolution in the last few decades. At the same time, oncology has made great strides in diagnosing and treating cancer. Distant metastases of neoplasms are being encountered more often in light of longer patient survival due to better therapeutic strategies and diagnostic methods. Brain metastasis (BM) is a dismal manifestation of systemic cancer. In the present scenario, magnetic resonance imaging (MRI), computed tomography (CT) and positron emission tomography (PET) are playing a big role in providing molecular information about cancer. Lately, molecular imaging has emerged as a stirring arena of dynamic imaging techniques that have enabled clinicians and scientists to noninvasively visualize and understand biological processes at the cellular and molecular levels. This knowledge has impacted etiopathogenesis, detection, personalized treatment, drug development, and our understanding of carcinogenesis. This article offers insight into the molecular biology underlying brain metastasis, its pathogenesis, imaging protocols, and algorithms. It also discusses disease-specific molecular imaging features, focusing on common tumors that spread to the brain, such as lung, breast, colorectal cancer, melanoma, and renal cell carcinoma. Additionally, it covers various targeted treatment options, criteria for assessing treatment response, and the role of artificial intelligence in diagnosing, managing, and predicting prognosis for patients with brain metastases.
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Affiliation(s)
- S Shukla
- Department of Radiodiagnosis and Imaging, Mahamana Pandit Madan Mohan Malaviya Cancer Centre and Homi Bhabha Cancer Hospital, Tata Memorial Hospital, Varanasi, 221 005, Maharashtra, India; Department of Radiodiagnosis and Imaging, Homi Bhabha National Institute, Tata Memorial Hospital, Mumbai, 400 012, Maharashtra, India
| | - A Karbhari
- Department of Radiodiagnosis and Imaging, Homi Bhabha National Institute, Tata Memorial Hospital, Mumbai, 400 012, Maharashtra, India
| | - S Rastogi
- Department of Radiodiagnosis and Imaging, Homi Bhabha National Institute, Tata Memorial Hospital, Mumbai, 400 012, Maharashtra, India
| | - U Agarwal
- Department of Radiodiagnosis and Imaging, Homi Bhabha National Institute, Tata Memorial Hospital, Mumbai, 400 012, Maharashtra, India
| | - P Rai
- Department of Radiodiagnosis and Imaging, Homi Bhabha National Institute, Tata Memorial Hospital, Mumbai, 400 012, Maharashtra, India
| | - A Mahajan
- Department of Imaging, The Clatterbridge Cancer Centre NHS Foundation Trust, L7 8YA Liverpool, UK; Faculty of Health and Life Sciences, University of Liverpool, L7 8TX, Liverpool, UK.
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Armocida D, Ius T, Zancana G, Bianconi A, Cofano F, Tartara F, Frati A, Garbossa D, Salvati M. Anamnestic radiological metastases outcome surgical score (ARMO-S). A purpose of a predictive surgical scoring system for brain metastases. J Clin Neurosci 2024; 125:68-75. [PMID: 38759350 DOI: 10.1016/j.jocn.2024.05.011] [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: 01/29/2024] [Revised: 05/03/2024] [Accepted: 05/10/2024] [Indexed: 05/19/2024]
Abstract
BACKGROUND Several risk stratification scores have been suggested to aid prognostication and guide treatment strategies for brain metastases (BMs). However, the current scores do not focus on the specific neurosurgical population, therefore not predicting short-term mortality and postoperative performance status. METHODS This retrospective observational study of 362 consecutive patients treated with surgery for BMs aims to identify the factors associated with post-surgical outcomes and propose a surgery-specific prognostic score for patients with BMs candidate for open surgery. RESULTS Factors significantly associated with OS and performance status in multivariate analysis were age, KPS, surgical site, synchronous debut of BM, number, tumor volume, seizure, extra-cranial metastases, and deep-seated location. The variables were incorporated into the Anamnestic Radiological Metastases Outcome Surgical score (ARMO-S). The values range between 0 and 10. Patients were divided into two groups (low-risk and high-risk) based on each significant subgroup's median survival and performance status with an optimal cutoff value determined as 4. The two groups have significant differences in OS (9.6 versus 14 months, p = 0.0048) postoperative KPS (90 versus 70, p = 0.012) and KPS at last follow-up evaluation (75 versus 30, p < 0.001) CONCLUSION: ARMO-S is a simple and comprehensive score for BM patients selected for neurosurgery, as it incorporates the main factors of the most important prognostic scores, implementing them with more surgery-specific predictive elements such as tumor location and volume, presence of seizures at onset, and involvement of eloquent brain areas.
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Affiliation(s)
- Daniele Armocida
- IRCCS "Neuromed", Experimental Neurosurgery Unit, via Atinense 18, 86077 Pozzilli (IS), Italy; Department of Neuroscience "Rita Levi Montalcini", Neurosurgery Unit, University of Turin, Turin (TO), Italy.
| | - Tamara Ius
- Neurosurgery Unit, Head-Neck and NeuroScience Department University Hospital of Udine, p.le S. Maria della Misericordia 15, 33100 Udine, Italy
| | - Giuseppa Zancana
- Human Neurosciences Department Neurosurgery Division "La Sapienza" University, Policlinico Umberto I, viale del Policlinico 155, 00161 Rome (RM), Italy
| | - Andrea Bianconi
- Department of Neuroscience "Rita Levi Montalcini", Neurosurgery Unit, University of Turin, Turin (TO), Italy
| | - Fabio Cofano
- Department of Neuroscience "Rita Levi Montalcini", Neurosurgery Unit, University of Turin, Turin (TO), Italy
| | - Fulvio Tartara
- Neurosurgery Unit, Azienda Ospedaliero-Universitaria di Parma, Viale Antonio Gramsci 14, 43126, Parma, Italy
| | - Alessandro Frati
- IRCCS "Neuromed", Experimental Neurosurgery Unit, via Atinense 18, 86077 Pozzilli (IS), Italy
| | - Diego Garbossa
- Department of Neuroscience "Rita Levi Montalcini", Neurosurgery Unit, University of Turin, Turin (TO), Italy
| | - Maurizio Salvati
- Università degli studi di Roma (Tor Vergata), Policlinico Tor Vergata (PTV), Neurosurgery Unit, Viale Oxford, 81, 00133 Roma (RM), Italy
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Licata L, Dieci MV, De Angelis C, Marchiò C, Miglietta F, Cortesi L, Fabi A, Schmid P, Cortes J, Pusztai L, Bianchini G, Curigliano G. Navigating practical challenges in immunotherapy for metastatic triple negative breast cancer. Cancer Treat Rev 2024; 128:102762. [PMID: 38776613 DOI: 10.1016/j.ctrv.2024.102762] [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: 02/08/2024] [Revised: 05/05/2024] [Accepted: 05/15/2024] [Indexed: 05/25/2024]
Abstract
Immunotherapy has revolutionized cancer therapy and now represents a standard of care for many tumor types, including triple-negative breast cancer. Despite the positive results that have led to the approval of immunotherapy in both early- and advanced-stage triple-negative breast cancer, pivotal clinical trials cannot address the myriad questions arising in everyday clinical practice, often falling short in delivering all the information that clinicians require. In this manuscript, we aim to address some of these practical questions, with the purpose of providing clinicians with a guide for optimizing the use of immune checkpoint inhibitors in the management of breast cancer patients and identifying opportunities for future research to clarify unresolved questions.
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Affiliation(s)
- Luca Licata
- Department of Medical Oncology, San Raffaele Hospital, Milan, Italy; School of Medicine and Surgery, Vita-Salute San Raffaele University, Milan, Italy
| | - Maria Vittoria Dieci
- Department of Surgery, Oncology and Gastroenterology, University of Padova, Italy; Division of Oncology 2, Veneto Institute of Oncology IOV - IRCCS, Padova, Italy
| | - Carmine De Angelis
- Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples, Italy
| | - Caterina Marchiò
- Division of Pathology, Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy; Department of Medical Sciences, University of Turin, Turin, Italy
| | - Federica Miglietta
- Department of Surgery, Oncology and Gastroenterology, University of Padova, Italy; Division of Oncology 2, Veneto Institute of Oncology IOV - IRCCS, Padova, Italy
| | - Laura Cortesi
- University of Modena and Reggio Emilia, Modena, Italy
| | - Alessandra Fabi
- Precision Medicine Unit in Senology, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Peter Schmid
- Centre for Experimental Cancer Medicine, Barts Cancer Institute, London, UK
| | - Javier Cortes
- International Breast Cancer Center (IBCC), Pangaea Oncology, Quiron Group, Madrid and Barcelona, Spain; Universidad Europea de Madrid, Faculty of Biomedical and Health Sciences, Department of Medicine, Madrid, Spain
| | - Lajos Pusztai
- Yale Cancer Center, Yale School of Medicine, New Haven, CT, USA
| | - Giampaolo Bianchini
- Department of Medical Oncology, San Raffaele Hospital, Milan, Italy; School of Medicine and Surgery, Vita-Salute San Raffaele University, Milan, Italy.
| | - Giuseppe Curigliano
- Division of Early Drug Development, European Institute of Oncology, IRCCS, Milan, Italy; Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy.
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Gleim N, Rühle A, Heider S, Nägler F, Giordano F, Combs S, Becker J, Niyazi M, Grosu A, Nicolay N, Seidel C. Neuroprotection in radiotherapy of brain metastases: A pattern-of-care analysis in Germany, Austria and Switzerland by the German Society for radiation Oncology - working group Neuro-Radio-Oncology (DEGRO AG-NRO). Clin Transl Radiat Oncol 2024; 47:100783. [PMID: 38706724 PMCID: PMC11063589 DOI: 10.1016/j.ctro.2024.100783] [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: 03/10/2024] [Revised: 04/14/2024] [Accepted: 04/20/2024] [Indexed: 05/07/2024] Open
Abstract
Background and purpose Many patients with solid tumors develop brain metastases (BM). With more patients surviving long-term, preservation of neurocognitive function gains importance. In recent years, several methods to delay cognitive deterioration have been tested in clinical trials. However, knowledge on the extent to which these neuroprotective strategies have been implemented in clinical practice is missing. Materials and methods We performed an online survey regarding treatment patterns of BM in German-speaking countries, focused on the use of neuroprotective approaches. The survey was distributed among radiation oncologists (ROs) registered within the database of the German Society for Radiation Oncology (DEGRO). Results Physicians of 78 centers participated in the survey. Whole brain radiotherapy (WBRT) is still preferred by 70 % of ROs over stereotactic radiotherapy (SRT) in patients with 6-10 BM. For 4-5 BM WBRT is preferred by 23 % of ROs. The fraction of ROs using hippocampal sparing (HS) in WBRT has increased to 89 %, although the technique is used on a regular basis only by a minority (26 %). The drug memantine is not widely prescribed (14% of ROs). A trend was observed for university hospitals to implement neuroprotective approaches more frequently. Conclusion There is considerable heterogeneity regarding the treatment of BM in German-speaking countries and a general standard of care is lacking. Neuroprotective strategies are not yet standard approaches in daily clinical routine, although usage is increasing. Further clinical trials, as well as improvement of technical opportunities and reimbursement, might further shift the treatment landscape towards neuroprotective radiation treatments in the future.
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Affiliation(s)
- N. Gleim
- Department of Radiotherapy and Radiation Oncology, University Hospital Leipzig, Stephanstraße 9a, Leipzig, Germany
- Comprehensive Cancer Center Central Germany, Partner Site Leipzig, Liebigstraße 22, Leipzig, Germany
| | - A. Rühle
- Department of Radiotherapy and Radiation Oncology, University Hospital Leipzig, Stephanstraße 9a, Leipzig, Germany
- Comprehensive Cancer Center Central Germany, Partner Site Leipzig, Liebigstraße 22, Leipzig, Germany
| | - S. Heider
- Department of Radiotherapy and Radiation Oncology, University Hospital Leipzig, Stephanstraße 9a, Leipzig, Germany
- Comprehensive Cancer Center Central Germany, Partner Site Leipzig, Liebigstraße 22, Leipzig, Germany
| | - F. Nägler
- Department of Radiotherapy and Radiation Oncology, University Hospital Leipzig, Stephanstraße 9a, Leipzig, Germany
- Comprehensive Cancer Center Central Germany, Partner Site Leipzig, Liebigstraße 22, Leipzig, Germany
| | - F.A. Giordano
- Department of Radiation Oncology, University Medical Center Mannheim, Theodor-Kutzer-Ufer 1-3, Mannheim, Germany
- DKFZ Hector Cancer Institute, Theodor-Kutzer-Ufer 1-3, Mannheim, Germany
- German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, Heidelberg, Germany
- Mannheim Institute for Intelligent Systems in Medicine (MIiSM), Theodor-Kutzer-Ufer 1-3, Mannheim, Germany
| | - S.E. Combs
- Department of Radiation Oncology, Klinikum Rechts der Isar, School of Medicine, Technical University of Munich, Ismaninger Straße 22, Munich, Germany
| | - J. Becker
- Department of Radiotherapy and Special Oncology, Medizinische Hochschule Hannover, Carl-Neuberg-Straße 1, Hannover, Germany
| | - M. Niyazi
- Department of Radiation Oncology, University Hospital Tübingen, Hoppe-Seyler-Straße 3, Tübingen, Germany
- Center for Neuro-Oncology, Comprehensive Cancer Center Tübingen-Stuttgart, University Hospital Tübingen, Herrenbergerstraße 23, Tübingen, Germany
- German Cancer Consortium (DKTK), Partner Site Tübingen, A Partnership between DKFZ and University Hospital Tübingen, Auf der Morgenstelle 15, Tübingen, Germany
| | - A.L. Grosu
- Department of Radiation Oncology, University of Freiburg - Medical Center, Robert-Koch-Straße 3, Freiburg, Germany
| | - N.H. Nicolay
- Department of Radiotherapy and Radiation Oncology, University Hospital Leipzig, Stephanstraße 9a, Leipzig, Germany
- Comprehensive Cancer Center Central Germany, Partner Site Leipzig, Liebigstraße 22, Leipzig, Germany
| | - C. Seidel
- Department of Radiotherapy and Radiation Oncology, University Hospital Leipzig, Stephanstraße 9a, Leipzig, Germany
- Comprehensive Cancer Center Central Germany, Partner Site Leipzig, Liebigstraße 22, Leipzig, Germany
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Kanakarajan H, De Baene W, Gehring K, Eekers DBP, Hanssens P, Sitskoorn M. Factors associated with the local control of brain metastases: a systematic search and machine learning application. BMC Med Inform Decis Mak 2024; 24:177. [PMID: 38907265 PMCID: PMC11191176 DOI: 10.1186/s12911-024-02579-z] [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: 02/06/2024] [Accepted: 06/17/2024] [Indexed: 06/23/2024] Open
Abstract
BACKGROUND Enhancing Local Control (LC) of brain metastases is pivotal for improving overall survival, which makes the prediction of local treatment failure a crucial aspect of treatment planning. Understanding the factors that influence LC of brain metastases is imperative for optimizing treatment strategies and subsequently extending overall survival. Machine learning algorithms may help to identify factors that predict outcomes. METHODS This paper systematically reviews these factors associated with LC to select candidate predictor features for a practical application of predictive modeling. A systematic literature search was conducted to identify studies in which the LC of brain metastases is assessed for adult patients. EMBASE, PubMed, Web-of-Science, and the Cochrane Database were searched up to December 24, 2020. All studies investigating the LC of brain metastases as one of the endpoints were included, regardless of primary tumor type or treatment type. We first grouped studies based on primary tumor types resulting in lung, breast, and melanoma groups. Studies that did not focus on a specific primary cancer type were grouped based on treatment types resulting in surgery, SRT, and whole-brain radiotherapy groups. For each group, significant factors associated with LC were identified and discussed. As a second project, we assessed the practical importance of selected features in predicting LC after Stereotactic Radiotherapy (SRT) with a Random Forest machine learning model. Accuracy and Area Under the Curve (AUC) of the Random Forest model, trained with the list of factors that were found to be associated with LC for the SRT treatment group, were reported. RESULTS The systematic literature search identified 6270 unique records. After screening titles and abstracts, 410 full texts were considered, and ultimately 159 studies were included for review. Most of the studies focused on the LC of the brain metastases for a specific primary tumor type or after a specific treatment type. Higher SRT radiation dose was found to be associated with better LC in lung cancer, breast cancer, and melanoma groups. Also, a higher dose was associated with better LC in the SRT group, while higher tumor volume was associated with worse LC in this group. The Random Forest model predicted the LC of brain metastases with an accuracy of 80% and an AUC of 0.84. CONCLUSION This paper thoroughly examines factors associated with LC in brain metastases and highlights the translational value of our findings for selecting variables to predict LC in a sample of patients who underwent SRT. The prediction model holds great promise for clinicians, offering a valuable tool to predict personalized treatment outcomes and foresee the impact of changes in treatment characteristics such as radiation dose.
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Affiliation(s)
- Hemalatha Kanakarajan
- Department of Cognitive Neuropsychology, Tilburg University, Tilburg, The Netherlands.
| | - Wouter De Baene
- Department of Cognitive Neuropsychology, Tilburg University, Tilburg, The Netherlands
| | - Karin Gehring
- Department of Cognitive Neuropsychology, Tilburg University, Tilburg, The Netherlands
- Department of Neurosurgery, Elisabeth-TweeSteden Hospital, Tilburg, The Netherlands
| | - Daniëlle B P Eekers
- Department of Radiation Oncology (Maastro), GROW School for Oncology and Reproduction, Maastricht University Medical Centre+, Maastricht, The Netherlands
| | - Patrick Hanssens
- Gamma Knife Center, Elisabeth-TweeSteden Hospital, Tilburg, The Netherlands
- Department of Neurosurgery, Elisabeth-TweeSteden Hospital, Tilburg, The Netherlands
| | - Margriet Sitskoorn
- Department of Cognitive Neuropsychology, Tilburg University, Tilburg, The Netherlands.
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Trofin AM, Buzea CG, Buga R, Agop M, Ochiuz L, Iancu DT, Eva L. Predicting Tumor Dynamics Post-Staged GKRS: Machine Learning Models in Brain Metastases Prognosis. Diagnostics (Basel) 2024; 14:1268. [PMID: 38928683 PMCID: PMC11203132 DOI: 10.3390/diagnostics14121268] [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: 05/03/2024] [Revised: 06/03/2024] [Accepted: 06/12/2024] [Indexed: 06/28/2024] Open
Abstract
This study assesses the predictive performance of six machine learning models and a 1D Convolutional Neural Network (CNN) in forecasting tumor dynamics within three months following Gamma Knife radiosurgery (GKRS) in 77 brain metastasis (BM) patients. The analysis meticulously evaluates each model before and after hyperparameter tuning, utilizing accuracy, AUC, and other metrics derived from confusion matrices. The CNN model showcased notable performance with an accuracy of 98% and an AUC of 0.97, effectively complementing the broader model analysis. Initial findings highlighted that XGBoost significantly outperformed other models with an accuracy of 0.95 and an AUC of 0.95 before tuning. Post-tuning, the Support Vector Machine (SVM) demonstrated the most substantial improvement, achieving an accuracy of 0.98 and an AUC of 0.98. Conversely, XGBoost showed a decline in performance after tuning, indicating potential overfitting. The study also explores feature importance across models, noting that features like "control at one year", "age of the patient", and "beam-on time for volume V1 treated" were consistently influential across various models, albeit their impacts were interpreted differently depending on the model's underlying mechanics. This comprehensive evaluation not only underscores the importance of model selection and hyperparameter tuning but also highlights the practical implications in medical diagnostic scenarios, where the accuracy of positive predictions can be crucial. Our research explores the effects of staged Gamma Knife radiosurgery (GKRS) on larger tumors, revealing no significant outcome differences across protocols. It uniquely considers the impact of beam-on time and fraction intervals on treatment efficacy. However, the investigation is limited by a small patient cohort and data from a single institution, suggesting the need for future multicenter research.
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Affiliation(s)
- Ana-Maria Trofin
- University of Medicine and Pharmacy “Grigore T. Popa” Iași, 700115 Iasi, Romania; (A.-M.T.); (L.O.); (D.T.I.)
| | - Călin Gh. Buzea
- Clinical Emergency Hospital “Prof. Dr. Nicolae Oblu” Iași, 700309 Iasi, Romania; (C.G.B.); (L.E.)
- National Institute of Research and Development for Technical Physics, IFT Iași, 700050 Iasi, Romania
| | - Răzvan Buga
- University of Medicine and Pharmacy “Grigore T. Popa” Iași, 700115 Iasi, Romania; (A.-M.T.); (L.O.); (D.T.I.)
- Clinical Emergency Hospital “Prof. Dr. Nicolae Oblu” Iași, 700309 Iasi, Romania; (C.G.B.); (L.E.)
| | - Maricel Agop
- Physics Department, Technical University “Gheorghe Asachi” Iasi, 700050 Iasi, Romania;
| | - Lăcrămioara Ochiuz
- University of Medicine and Pharmacy “Grigore T. Popa” Iași, 700115 Iasi, Romania; (A.-M.T.); (L.O.); (D.T.I.)
| | - Dragos Teodor Iancu
- University of Medicine and Pharmacy “Grigore T. Popa” Iași, 700115 Iasi, Romania; (A.-M.T.); (L.O.); (D.T.I.)
- Regional Institute of Oncology, 700483 Iasi, Romania
| | - Lucian Eva
- Clinical Emergency Hospital “Prof. Dr. Nicolae Oblu” Iași, 700309 Iasi, Romania; (C.G.B.); (L.E.)
- University Apollonia, 700511 Iasi, Romania
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Maciel CB, Busl KM. Neuro-oncologic Emergencies. Continuum (Minneap Minn) 2024; 30:845-877. [PMID: 38830073 DOI: 10.1212/con.0000000000001435] [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: 06/05/2024]
Abstract
OBJECTIVE Neuro-oncologic emergencies have become more frequent as cancer remains one of the leading causes of death in the United States, second only to heart disease. This article highlights key aspects of epidemiology, diagnosis, and management of acute neurologic complications in primary central nervous system malignancies and systemic cancer, following three thematic classifications: (1) complications that are anatomically or intrinsically tumor-related, (2) complications that are tumor-mediated, and (3) complications that are treatment-related. LATEST DEVELOPMENTS The main driver of mortality in patients with brain metastasis is systemic disease progression; however, intracranial hypertension, treatment-resistant seizures, and overall decline due to increased intracranial burden of disease are the main factors underlying neurologic-related deaths. Advances in the understanding of tumor-specific characteristics can better inform risk stratification of neurologic complications. Following standardized grading and management algorithms for neurotoxic syndromes related to newer immunologic therapies is paramount to achieving favorable outcomes. ESSENTIAL POINTS Neuro-oncologic emergencies span the boundaries of subspecialties in neurology and require a broad understanding of neuroimmunology, neuronal hyperexcitability, CSF flow dynamics, intracranial compliance, and neuroanatomy.
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Aggarwal A, Aggarwal AK, Prakash S, Vile DJ, Aggarwal A. Narrow interval dual phase 18F-FDG PET/CT: A practical approach for distinguishing tumor recurrence from radiation necrosis in brain metastasis. Medicine (Baltimore) 2024; 103:e37789. [PMID: 38701250 PMCID: PMC11062716 DOI: 10.1097/md.0000000000037789] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Accepted: 03/14/2024] [Indexed: 05/05/2024] Open
Abstract
Purpose of our research is to demonstrate efficacy of narrow interval dual phase [18F]-fluorodeoxyglucose positron emission tomography/computed tomography (FDG-PET/CT) imaging in distinguishing tumor recurrence (TR) from radiation necrosis (RN) in patients treated for brain metastases. 35 consecutive patients (22 female, 13 male) with various cancer subtypes, lesion size > 1.0 cm3, and suspected recurrence on brain magnetic resonance imaging (MRI) underwent narrow interval dual phase FDG-PET/CT (30 and 90 min after tracer injection). Clinical outcome was determined via sequential MRIs or pathology reports. Maximum standard uptake value (SUVmax) of lesion (L), gray matter (GM), and white matter (WM) was measured on early (1) and delayed (2) imaging. Analyzed variables include % change, late phase, and early phase for L uptake, L/GM uptake, and L/WM uptake. Statistical analysis (P < .01), receiver operator characteristic (ROC) curve and area under curve (AUC) cutoff values were obtained. Change in L/GM ratio of > -2% was 95% sensitive, 91% specific, and 93% accurate (P < .001, AUC = 0.99) in distinguishing TR from RN. Change in SUVmax of lesion alone was the second-best indicator (P < .001, AUC = 0.94) with an ROC cutoff > 30.5% yielding 86% sensitivity, 83% specificity, and 84% accuracy. Other variables (L alone or L/GM ratios in early or late phase, all L/WM ratios) were significantly less accurate. Utilizing narrow interval dual phase FDG-PET/CT in patients with brain metastasis treated with radiation therapy provides a practical approach to distinguish TR from RN. Narrow time interval allows for better patient comfort, greater efficiency of PET/CT scanner, and lower disruption of workflow.
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Affiliation(s)
- Aashri Aggarwal
- Department of Computer Science, Cornell University, Ithaca, NY
- Research Intern at Johnston Willis Hospital, Department of Radiology, Richmond, VA
| | - Ashwin K. Aggarwal
- Research Intern at Johnston Willis Hospital, Department of Radiology, Richmond, VA
- High school senior at Collegiate School, Richmond, VA
| | - Siddhant Prakash
- Research Intern at Johnston Willis Hospital, Department of Radiology, Richmond, VA
- Undergraduate student at Wake Forest University, NC
| | - Douglas J. Vile
- Department of Gamma Knife and Neuroscience Center, Johnston Willis Hospital, Richmond, VA
- Hospital Corporation of America, Richmond, VA
| | - Atul Aggarwal
- Johnston Willis Hospital, Department of Radiology, Richmond, VA
- Radiology Associates of Richmond, Richmond, VA
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Yun S, Park JE, Kim N, Park SY, Kim HS. Reducing false positives in deep learning-based brain metastasis detection by using both gradient-echo and spin-echo contrast-enhanced MRI: validation in a multi-center diagnostic cohort. Eur Radiol 2024; 34:2873-2884. [PMID: 37891415 DOI: 10.1007/s00330-023-10318-7] [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: 04/24/2023] [Revised: 08/08/2023] [Accepted: 08/18/2023] [Indexed: 10/29/2023]
Abstract
OBJECTIVES To develop a deep learning (DL) for detection of brain metastasis (BM) that incorporates both gradient- and turbo spin-echo contrast-enhanced MRI (dual-enhanced DL) and evaluate it in a clinical cohort in comparison with human readers and DL using gradient-echo-based imaging only (GRE DL). MATERIALS AND METHODS DL detection was developed using data from 200 patients with BM (training set) and tested in 62 (internal) and 48 (external) consecutive patients who underwent stereotactic radiosurgery and diagnostic dual-enhanced imaging (dual-enhanced DL) and later guide GRE imaging (GRE DL). The detection sensitivity and positive predictive value (PPV) were compared between two DLs. Two neuroradiologists independently analyzed BM and reference standards for BM were separately drawn by another neuroradiologist. The relative differences (RDs) from the reference standard BM numbers were compared between the DLs and neuroradiologists. RESULTS Sensitivity was similar between GRE DL (93%, 95% confidence interval [CI]: 90-96%) and dual-enhanced DL (92% [89-94%]). The PPV of the dual-enhanced DL was higher (89% [86-92%], p < .001) than that of GRE DL (76%, [72-80%]). GRE DL significantly overestimated the number of metastases (false positives; RD: 0.05, 95% CI: 0.00-0.58) compared with neuroradiologists (RD: 0.00, 95% CI: - 0.28, 0.15, p < .001), whereas dual-enhanced DL (RD: 0.00, 95% CI: 0.00-0.15) did not show a statistically significant difference from neuroradiologists (RD: 0.00, 95% CI: - 0.20-0.10, p = .913). CONCLUSION The dual-enhanced DL showed improved detection of BM and reduced overestimation compared with GRE DL, achieving similar performance to neuroradiologists. CLINICAL RELEVANCE STATEMENT The use of deep learning-based brain metastasis detection with turbo spin-echo imaging reduces false positive detections, aiding in the guidance of stereotactic radiosurgery when gradient-echo imaging alone is employed. KEY POINTS •Deep learning for brain metastasis detection improved by using both gradient- and turbo spin-echo contrast-enhanced MRI (dual-enhanced deep learning). •Dual-enhanced deep learning increased true positive detections and reduced overestimation. •Dual-enhanced deep learning achieved similar performance to neuroradiologists for brain metastasis counts.
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Affiliation(s)
- Suyoung Yun
- Department of Radiology, Busan Paik Hospital, Inje University College of Medicine, Busan, Republic of Korea
| | - Ji Eun Park
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 43 Olympic-Ro 88, Songpa-Gu, Seoul, 05505, Republic of Korea.
| | | | - Seo Young Park
- Department of Statistics and Data Science, Korea National Open University, Seoul, Republic of Korea
| | - Ho Sung Kim
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 43 Olympic-Ro 88, Songpa-Gu, Seoul, 05505, Republic of Korea
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Doğruel Y, Rahmanov S, Güngör A, Türe U. In Reply: Opening the Parieto-Occipital Fissure for Periatrial Metastasis: 2-Dimensional Operative Video. Oper Neurosurg (Hagerstown) 2024; 26:619-620. [PMID: 38451088 DOI: 10.1227/ons.0000000000001128] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Accepted: 01/25/2024] [Indexed: 03/08/2024] Open
Affiliation(s)
- Yücel Doğruel
- Department of Neurosurgery, Yeditepe University School of Medicine, Istanbul , Turkey
| | - Serdar Rahmanov
- Department of Neurosurgery, Yeditepe University School of Medicine, Istanbul , Turkey
| | - Abuzer Güngör
- Department of Neurosurgery, Faculty of Medicine, Istinye University, Istanbul , Turkey
| | - Uğur Türe
- Department of Neurosurgery, Yeditepe University School of Medicine, Istanbul , Turkey
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Flores-Paco P, Vargas-Aliaga A, Guevara MG, Lopera I, Ruiz LR, López-Herrero M, Camús JA, López-González J, Inga-Saavedra E, Montero M, Barneto I, Gómez-España MA, Ruiz E, Ruza M, Armenta A, Palacios A, De La Haba-Rodríguez JR, Aranda E. A new updated prognostic index for patients with brain metastases (BMs) treated with palliative whole brain radiotherapy (WBRT) in the era of precision oncology. METASNCore project. J Neurooncol 2024; 167:407-413. [PMID: 38539006 DOI: 10.1007/s11060-024-04618-1] [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: 02/04/2024] [Accepted: 02/22/2024] [Indexed: 05/16/2024]
Abstract
INTRODUCTION Palliative WBRT is the main treatment for multiple BMs. Recent studies report no benefit in survival after WBRT compared to palliative supportive care in patients (pts) with poor prognosis. A new era of systemic treatment strategies based on targeted therapies are improving the prognosis of patients with BMs. The purpose of this study is to develop a prognostic score in palliative pts with BMs who undergo WBRT in this new setting. METHODS 239 pts with BMs who received palliative WBRT between 2013-2022 in our center were analyzed retrospectively. The score was designed according to the value of the β coefficient of each variable with statistical significance in the multivariate model using Cox regression. Once the score was established, a comparison was performed according to Kaplan-Meier and was analyzed by log-rank test. RESULTS 149 pts (62.3%) were male and median (m) age was 60 years. 139 (58,2%) were lung cancer and 35 (14,6%) breast cancer. All patients received 30Gys in 10 sessions. m overall survival (OS) was 3,74 months (ms). 37 pts (15,5%) had a specific target mutation. We found that 62 pts were in group < 4 points with mOS 6,89 ms (CI 95% 3,18-10,62), 84 in group 4-7 points with mOS 4,01 ms (CI 95% 3,40-4,62) and 92 pts in group > 7 points with mOS 2,72 ms (CI 95% 1,93-3,52) (p < 0,001). CONCLUSIONS METASNCore items are associated with OS and they could be useful to select palliative pts to receive WBRT. More studies are necessary to corroborate our findings.
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Affiliation(s)
- Pablo Flores-Paco
- Medical Oncology Department, University Hospital Reina Sofia, Cordoba, Spain
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Cordoba, Spain
- Medical School, University of Cordoba, Cordoba, Spain
| | - Alicia Vargas-Aliaga
- Medical Oncology Department, University Hospital Reina Sofia, Cordoba, Spain
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Cordoba, Spain
- Medical School, University of Cordoba, Cordoba, Spain
| | - María Geraldina Guevara
- Medical Oncology Department, University Hospital Reina Sofia, Cordoba, Spain
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Cordoba, Spain
- Medical School, University of Cordoba, Cordoba, Spain
| | | | - Lucía Rodríguez Ruiz
- Radiation Oncology Department, University Hospital Reina Sofia, Cordoba, Spain
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Cordoba, Spain
- Medical School, University of Cordoba, Cordoba, Spain
| | - María López-Herrero
- Medical Oncology Department, University Hospital Reina Sofia, Cordoba, Spain
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Cordoba, Spain
- Medical School, University of Cordoba, Cordoba, Spain
| | - Juan Adrián Camús
- Radiation Oncology Department, University Hospital Reina Sofia, Cordoba, Spain
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Cordoba, Spain
- Medical School, University of Cordoba, Cordoba, Spain
| | - Javier López-González
- Medical Oncology Department, University Hospital Reina Sofia, Cordoba, Spain
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Cordoba, Spain
- Medical School, University of Cordoba, Cordoba, Spain
| | - Elizabeth Inga-Saavedra
- Medical Oncology Department, University Hospital Reina Sofia, Cordoba, Spain
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Cordoba, Spain
- Medical School, University of Cordoba, Cordoba, Spain
| | - Marina Montero
- Medical Oncology Department, University Hospital Reina Sofia, Cordoba, Spain
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Cordoba, Spain
- Medical School, University of Cordoba, Cordoba, Spain
| | - Isidoro Barneto
- Medical Oncology Department, University Hospital Reina Sofia, Cordoba, Spain
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Cordoba, Spain
- Medical School, University of Cordoba, Cordoba, Spain
| | - Mª Auxiliadora Gómez-España
- Medical Oncology Department, University Hospital Reina Sofia, Cordoba, Spain
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Cordoba, Spain
- Medical School, University of Cordoba, Cordoba, Spain
| | - Estela Ruiz
- Radiation Oncology Department, University Hospital Reina Sofia, Cordoba, Spain
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Cordoba, Spain
- Medical School, University of Cordoba, Cordoba, Spain
| | - Marta Ruza
- Radiation Oncology Department, University Hospital Reina Sofia, Cordoba, Spain
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Cordoba, Spain
- Medical School, University of Cordoba, Cordoba, Spain
| | - Ana Armenta
- Medical Oncology Department, University Hospital Reina Sofia, Cordoba, Spain
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Cordoba, Spain
- Medical School, University of Cordoba, Cordoba, Spain
| | - Amalia Palacios
- Radiation Oncology Department, University Hospital Reina Sofia, Cordoba, Spain
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Cordoba, Spain
- Medical School, University of Cordoba, Cordoba, Spain
| | - Juan R De La Haba-Rodríguez
- Medical Oncology Department, University Hospital Reina Sofia, Cordoba, Spain.
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Cordoba, Spain.
- Medical School, University of Cordoba, Cordoba, Spain.
- Medical Oncology Department, Hospital Universitario Reina Sofía, Av. Menendez Pidal, s/n, 14004, Córdoba, Spain.
| | - Enrique Aranda
- Medical Oncology Department, University Hospital Reina Sofia, Cordoba, Spain
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Cordoba, Spain
- Medical School, University of Cordoba, Cordoba, Spain
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Hahnemann L, Krämer A, Fink C, Jungk C, Thomas M, Christopoulos P, Lischalk J, Meis J, Hörner-Rieber J, Eichkorn T, Deng M, Lang K, Paul A, Meixner E, Weykamp F, Debus J, König L. Fractionated stereotactic radiotherapy of intracranial postoperative cavities after resection of brain metastases - Clinical outcome and prognostic factors. Clin Transl Radiat Oncol 2024; 46:100782. [PMID: 38694237 PMCID: PMC11061678 DOI: 10.1016/j.ctro.2024.100782] [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: 10/21/2023] [Revised: 04/17/2024] [Accepted: 04/20/2024] [Indexed: 05/04/2024] Open
Abstract
Background and Purpose After surgical resection of brain metastases (BM), radiotherapy (RT) is indicated. Postoperative stereotactic radiosurgery (SRS) reduces the risk of local progression and neurocognitive decline compared to whole brain radiotherapy (WBRT). Aside from the optimal dose and fractionation, little is known about the combination of systemic therapy and postoperative fractionated stereotactic radiotherapy (fSRT), especially regarding tumour control and toxicity. Methods In this study, 105 patients receiving postoperative fSRT with 35 Gy in 7 fractions performed with Cyberknife were retrospectively reviewed. Overall survival (OS), local control (LC) and total intracranial brain control (TIBC) were analysed via Kaplan-Meier method. Cox proportional hazards models were used to identify prognostic factors. Results Median follow-up was 20.8 months. One-year TIBC was 61.6% and one-year LC was 98.6%. Median OS was 28.7 (95%-CI: 16.9-40.5) months. In total, local progression (median time not reached) occurred in 2.0% and in 20.4% radiation-induced contrast enhancements (RICE) of the cavity (after median of 14.3 months) were diagnosed. Absence of extracranial metastases was identified as an independent prognostic factor for superior OS (p = <0.001) in multivariate analyses, while a higher Karnofsky performance score (KPS) was predictive for longer OS in univariate analysis (p = 0.041). Leptomeningeal disease (LMD) developed in 13% of patients. Conclusion FSRT after surgical resection of BM is an effective and safe treatment approach with excellent local control and acceptable toxicity. Further prospective randomized trials are needed to establish standardized therapeutic guidelines.
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Affiliation(s)
- L. Hahnemann
- Department of Radiation Oncology, University Hospital of Heidelberg, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
| | - A. Krämer
- Department of Radiation Oncology, University Hospital of Mainz, Langenbeckstraße 1, 55131 Mainz, Germany
| | - C. Fink
- Department of Radiation Oncology, University Hospital of Heidelberg, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
- National Center for Radiation Oncology (NCRO), Heidelberg Institute for Radiation Oncology (HIRO), Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
| | - C. Jungk
- Department of Neurosurgery, University Hospital of Heidelberg, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
| | - M. Thomas
- Department of Thoracic Oncology, Thoraxklinik and National Center for Tumor Diseases at Heidelberg University Hospital, Heidelberg, Germany
- Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center for Lung Research (DZL), Germany
| | - P. Christopoulos
- Department of Thoracic Oncology, Thoraxklinik and National Center for Tumor Diseases at Heidelberg University Hospital, Heidelberg, Germany
- Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center for Lung Research (DZL), Germany
| | - J.W. Lischalk
- Department of Radiation Oncology, Perlmutter Cancer Center at New York University Langone Health at Long Island, New York, NY, USA
| | - J. Meis
- Institute of Medical Biometry, University of Heidelberg, Im Neuenheimer Feld 130, 69120 Heidelberg, Germany
| | - J. Hörner-Rieber
- Department of Radiation Oncology, University Hospital of Heidelberg, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
- National Center for Radiation Oncology (NCRO), Heidelberg Institute for Radiation Oncology (HIRO), Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
| | - T. Eichkorn
- Department of Radiation Oncology, University Hospital of Heidelberg, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
- National Center for Radiation Oncology (NCRO), Heidelberg Institute for Radiation Oncology (HIRO), Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
| | - M. Deng
- Department of Radiation Oncology, University Hospital of Heidelberg, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
- National Center for Radiation Oncology (NCRO), Heidelberg Institute for Radiation Oncology (HIRO), Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
| | - K. Lang
- Department of Radiation Oncology, University Hospital of Heidelberg, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
- National Center for Radiation Oncology (NCRO), Heidelberg Institute for Radiation Oncology (HIRO), Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
| | - A. Paul
- Department of Radiation Oncology, University Hospital of Heidelberg, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
- National Center for Radiation Oncology (NCRO), Heidelberg Institute for Radiation Oncology (HIRO), Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
| | - E. Meixner
- Department of Radiation Oncology, University Hospital of Heidelberg, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
- National Center for Radiation Oncology (NCRO), Heidelberg Institute for Radiation Oncology (HIRO), Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
| | - F. Weykamp
- Department of Radiation Oncology, University Hospital of Heidelberg, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
- National Center for Radiation Oncology (NCRO), Heidelberg Institute for Radiation Oncology (HIRO), Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
| | - J. Debus
- Department of Radiation Oncology, University Hospital of Heidelberg, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
- National Center for Radiation Oncology (NCRO), Heidelberg Institute for Radiation Oncology (HIRO), Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
- Heavy Ion Therapy Center (HIT), Heidelberg University Hospital, Im Neuenheimer Feld 450, 69120 Heidelberg, Germany
- Clinical Cooperation Unit Radiation Oncology (E050), German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - L. König
- Department of Radiation Oncology, University Hospital of Heidelberg, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
- National Center for Radiation Oncology (NCRO), Heidelberg Institute for Radiation Oncology (HIRO), Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
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Goyal G, Singh A, Avaronnan M, Raut NV, Talreja V, Chandrasekharan A, Gupta K, Bhosale B, Kothari RK, Parekh D, Poladia BP, Ghosh J, Talele A, Shrirangwar S, Karpe A. Treatment pattern and outcomes of leptomeningeal carcinomatosis in India - a retrospective study. THE LANCET REGIONAL HEALTH. SOUTHEAST ASIA 2024; 24:100331. [PMID: 38756165 PMCID: PMC11096680 DOI: 10.1016/j.lansea.2023.100331] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Revised: 12/06/2022] [Accepted: 11/14/2023] [Indexed: 05/18/2024]
Abstract
Background Leptomeningeal carcinomatosis (LMC), the metastatic spread of cancer to the leptomeninges, is a rare complication and has a dismal prognosis. Due to limited data available on LMC from India, we conducted a country-wise audit of LMC across 15 centres in India. Methods The current study conducted in 2020, was a retrospective, multicentric audit of adult patients (aged ≥18 years) with diagnosis of LMC and who received treatment during 2010-2020. Baseline characteristics, details related to previous treatments, cancer sites, LMC diagnosis, treatment pattern and overall survival (OS) were collected. Descriptive statistics were performed, and Kaplan Meier analysis was performed for the estimation of OS. Findings Among the patients diagnosed with LMC (n = 84), diagnosis was confirmed in 52 patients (61.9%) and 'probable' in 32 (38.1%) patients. The three most common cause of malignancy were non-small cell lung cancer (NSCLC), breast cancer and gastrointestinal cancer with 45 (53.6%), 22 (26.1%) and 9 (10.7%) patients respectively. Intrathecal therapy was offered in 33 patients (39.3%). The most common intrathecal agent was methotrexate in 23 patients (27.4%). The median OS was 90 days (95% CI 48-128). Among tested variables, intrathecal therapy administration (hazard ratio [HR] = 0.36, 95% CI 0.19-0.68) and primary in lung (HR = 0.43, 95% CI 0.23-0.83) had a favourable impact on OS. Interpretation Prognosis with leptomeningeal carcinomatosis is poor with a significant burden of morbidity and mortality in India. This data aims to highlight the current outcomes and facilitate further research on LMC. Funding None.
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Affiliation(s)
- Gautam Goyal
- Max Super Speciality Hospital, Mohali, Punjab, India
- Cancer Research and Statistic Foundation (CRSF), Indravati River Park, Rawal Pada SN Dube Road, Dahisar East, Mumbai, India
| | - Ashish Singh
- CMC Vellore, Vellore, Tamil Nadu, India
- Cancer Research and Statistic Foundation (CRSF), Indravati River Park, Rawal Pada SN Dube Road, Dahisar East, Mumbai, India
| | - Manuprasad Avaronnan
- Malabar Cancer Centre, Thalassery, Kerala, India
- Cancer Research and Statistic Foundation (CRSF), Indravati River Park, Rawal Pada SN Dube Road, Dahisar East, Mumbai, India
| | - Nirmal Vivek Raut
- Bhaktivedanta Hospital and Research Institute, Mumbai, Maharashtra, India
- Cancer Research and Statistic Foundation (CRSF), Indravati River Park, Rawal Pada SN Dube Road, Dahisar East, Mumbai, India
| | - Vikas Talreja
- Regency Hospital, Kanpur, Uttar Pradesh, India
- Cancer Research and Statistic Foundation (CRSF), Indravati River Park, Rawal Pada SN Dube Road, Dahisar East, Mumbai, India
| | - Arun Chandrasekharan
- Aster Malabar Institute of Medical Sciences (Aster MIMS), Kozhikode, Kerala, India
- Cancer Research and Statistic Foundation (CRSF), Indravati River Park, Rawal Pada SN Dube Road, Dahisar East, Mumbai, India
| | - Kushal Gupta
- Manipal Hospital, Bengaluru, Karnataka, India
- Cancer Research and Statistic Foundation (CRSF), Indravati River Park, Rawal Pada SN Dube Road, Dahisar East, Mumbai, India
| | - Bharat Bhosale
- Bombay Hospital, Mumbai, Maharashtra, India
- Cancer Research and Statistic Foundation (CRSF), Indravati River Park, Rawal Pada SN Dube Road, Dahisar East, Mumbai, India
| | - Rushabh Kiran Kothari
- Narayana Multispeciality Hospital, Ahmedabad, Gujarat, India
- Cancer Research and Statistic Foundation (CRSF), Indravati River Park, Rawal Pada SN Dube Road, Dahisar East, Mumbai, India
| | | | - Bhavesh Pradip Poladia
- Thangam Cancer Center, Namakkal, Tamil Nadu, India
- Cancer Research and Statistic Foundation (CRSF), Indravati River Park, Rawal Pada SN Dube Road, Dahisar East, Mumbai, India
| | - Joydeep Ghosh
- Tata Medical Center, Kolkata, West Bengal, India
- Cancer Research and Statistic Foundation (CRSF), Indravati River Park, Rawal Pada SN Dube Road, Dahisar East, Mumbai, India
| | - Avinash Talele
- Asian Cancer Institute, Mumbai, Maharashtra, India
- Cancer Research and Statistic Foundation (CRSF), Indravati River Park, Rawal Pada SN Dube Road, Dahisar East, Mumbai, India
| | - Sameer Shrirangwar
- National Cancer Institute, Nagpur, Maharashtra, India
- Cancer Research and Statistic Foundation (CRSF), Indravati River Park, Rawal Pada SN Dube Road, Dahisar East, Mumbai, India
| | - Akshay Karpe
- Cardinal Gracias Memorial Hospital, Vasai, Maharashtra, India
- Cancer Research and Statistic Foundation (CRSF), Indravati River Park, Rawal Pada SN Dube Road, Dahisar East, Mumbai, India
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Kinj R, Hottinger AF, Böhlen TT, Ozsahin M, Vallet V, Dunet V, Bouchaab H, Peters S, Tuleasca C, Bourhis J, Schiappacasse L. Long-Term Results of Stereotactic Radiotherapy in Patients with at Least 10 Brain Metastases at Diagnosis. Cancers (Basel) 2024; 16:1742. [PMID: 38730695 PMCID: PMC11083879 DOI: 10.3390/cancers16091742] [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: 04/05/2024] [Revised: 04/24/2024] [Accepted: 04/28/2024] [Indexed: 05/13/2024] Open
Abstract
PURPOSE to evaluate an SRT approach in patients with at least 10 lesions at the time of BM initial diagnosis. METHODS This is a monocentric prospective cohort of patients treated by SRT, followed by a brain MRI every two months. Subsequent SRT could be delivered in cases of new BMs during follow-up. The main endpoints were local control rate (LCR), overall survival (OS), and strategy success rate (SSR). Acute and late toxicity were evaluated. RESULTS Seventy patients were included from October 2014 to January 2019, and the most frequent primary diagnosis was non-small-cell lung cancer (N = 36, 51.4%). A total of 1174 BMs were treated at first treatment, corresponding to a median number of 14 BMs per patient. Most of the patients (N = 51, 72.6%) received a single fraction of 20-24 Gy. At 1 year, OS was 62.3%, with a median OS of 19.2 months, and SSR was 77.8%. A cumulative number of 1537 BM were treated over time, corresponding to a median cumulative number of 16 BM per patient. At 1-year, the LCR was 97.3%, with a cumulative incidence of radio-necrosis of 2.1% per lesion. Three patients (4.3%) presented Grade 2 toxicity, and there was no Grade ≥ 3 toxicity. The number of treated BMs and the treatment volume did not influence OS or SSR (p > 0.05). CONCLUSIONS SRT was highly efficient in controlling the BM, with minimal side effects. In this setting, an SRT treatment should be proposed even in patients with ≥10 BMs at diagnosis.
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Affiliation(s)
- Rémy Kinj
- Department of Radiation Oncology, Lausanne University Hospital and University of Lausanne, CHUV, Rue du Bugnon 46, CH-1011 Lausanne, Switzerland
- Lundin Family Brain Tumor Centre, Departments of Oncology & Clinical Neurosciences, Hospital and University of Lausanne, CH-1011 Lausanne, Switzerland
| | - Andreas Felix Hottinger
- Lundin Family Brain Tumor Centre, Departments of Oncology & Clinical Neurosciences, Hospital and University of Lausanne, CH-1011 Lausanne, Switzerland
- Departments of Medical Oncology & Clinical Neurosciences, Lausanne University Hospital and University of Lausanne, CH-1011 Lausanne, Switzerland
| | - Till Tobias Böhlen
- Lundin Family Brain Tumor Centre, Departments of Oncology & Clinical Neurosciences, Hospital and University of Lausanne, CH-1011 Lausanne, Switzerland
- Institute of Radiation Physics, Lausanne University Hospital and University of Lausanne, CH-1011 Lausanne, Switzerland
| | - Mahmut Ozsahin
- Department of Radiation Oncology, Lausanne University Hospital and University of Lausanne, CHUV, Rue du Bugnon 46, CH-1011 Lausanne, Switzerland
| | - Véronique Vallet
- Institute of Radiation Physics, Lausanne University Hospital and University of Lausanne, CH-1011 Lausanne, Switzerland
| | - Vincent Dunet
- Lundin Family Brain Tumor Centre, Departments of Oncology & Clinical Neurosciences, Hospital and University of Lausanne, CH-1011 Lausanne, Switzerland
- Departement of Medical Radiology, Lausanne University Hospital and University of Lausanne, CH-1011 Lausanne, Switzerland
| | - Hasna Bouchaab
- Departments of Medical Oncology, Lausanne University Hospital and University of Lausanne, CH-1011 Lausanne, Switzerland
| | - Solange Peters
- Departments of Medical Oncology, Lausanne University Hospital and University of Lausanne, CH-1011 Lausanne, Switzerland
| | - Constantin Tuleasca
- Lundin Family Brain Tumor Centre, Departments of Oncology & Clinical Neurosciences, Hospital and University of Lausanne, CH-1011 Lausanne, Switzerland
- Department of Clinical Neurosciences, Neurosurgery Service and Gamma Knife Center, Lausanne University Hospital, University of Lausanne, CH-1011 Lausanne, Switzerland
| | - Jean Bourhis
- Department of Radiation Oncology, Lausanne University Hospital and University of Lausanne, CHUV, Rue du Bugnon 46, CH-1011 Lausanne, Switzerland
- Lundin Family Brain Tumor Centre, Departments of Oncology & Clinical Neurosciences, Hospital and University of Lausanne, CH-1011 Lausanne, Switzerland
| | - Luis Schiappacasse
- Department of Radiation Oncology, Lausanne University Hospital and University of Lausanne, CHUV, Rue du Bugnon 46, CH-1011 Lausanne, Switzerland
- Lundin Family Brain Tumor Centre, Departments of Oncology & Clinical Neurosciences, Hospital and University of Lausanne, CH-1011 Lausanne, Switzerland
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Krug D, Tio J, Abaci A, Beurer B, Brügge S, Elsayad K, Meixner E, Park-Simon TW, Smetanay K, Winkelmann F, Wittig A, Wöckel A. The Safety and Efficacy of the Combination of Sacituzumab Govitecan and Palliative Radiotherapy-A Retrospective Multi-Center Cohort Study. Cancers (Basel) 2024; 16:1649. [PMID: 38730602 PMCID: PMC11083716 DOI: 10.3390/cancers16091649] [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: 03/21/2024] [Revised: 04/05/2024] [Accepted: 04/19/2024] [Indexed: 05/13/2024] Open
Abstract
Sacituzumab govitecan (SG) is a new treatment option for patients with metastatic triple-negative and hormone receptor-positive, HER2-negative breast cancer. This antibody-drug conjugate is currently approved as monotherapy. Palliative radiotherapy is frequently used to treat symptomatic metastases locally. Concurrent use of SG and irradiation was excluded in clinical trials of SG, and there are currently limited published data. We report here a systematic review, as well as a retrospective multi-center study of 17 patients with triple-negative breast cancer who received concurrent SG and radiotherapy. In these patients, concurrent use was found to be efficient, safe and well tolerated. There were no apparent differences in moderate or severe acute toxicity according to the timing of SG administration.
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Affiliation(s)
- David Krug
- Department of Radiation Oncology, University Hospital Schleswig-Holstein, 24105 Kiel, Germany
| | - Joke Tio
- Department of Gynecology and Obstetrics, Section Senology, University Hospital of Muenster, 48149 Muenster, Germany;
| | - Ali Abaci
- Department of Radiotherapy, Hannover Medical School, 30625 Hannover, Germany;
| | - Björn Beurer
- Department of Obstetrics and Gynecology, Ernst von Bergmann Clinic, 14467 Potsdam, Germany;
| | - Sandra Brügge
- Department of Gynaecology and Obstetrics, University Hospital Schleswig-Holstein, 24105 Kiel, Germany;
| | - Khaled Elsayad
- Department of Radiation Oncology, University Hospital of Muenster, 48149 Muenster, Germany;
| | - Eva Meixner
- Department of Radiation Oncology, University Hospital Heidelberg, 69120 Heidelberg, Germany;
| | - Tjoung-Won Park-Simon
- Department of Obstetrics and Gynecology, Medizinische Hochschule Hannover, 30625 Hannover, Germany;
| | - Katharina Smetanay
- National Center for Tumor Diseases and Department of Obstetrics and Gynecology, University Hospital Heidelberg, 69120 Heidelberg, Germany;
| | - Franziska Winkelmann
- Department of Radiation Oncology, Ernst von Bergmann Clinic, 14467 Potsdam, Germany;
| | - Andrea Wittig
- Department of Radiotherapy and Radiation Oncology, University Hospital of Wuerzburg, 97080 Wuerzburg, Germany;
| | - Achim Wöckel
- Department of Obstetrics and Gynecology, University Hospital of Wuerzburg, 97080 Wuerzburg, Germany;
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Os SS, Skipar K, Skovlund E, Hompland I, Hellebust TP, Guren MG, Lindemann K, Nakken ES. Survival prediction in patients with gynecological cancer irradiated for brain metastases. Acta Oncol 2024; 63:206-212. [PMID: 38647023 PMCID: PMC11332501 DOI: 10.2340/1651-226x.2023.34899] [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: 12/14/2023] [Accepted: 03/08/2024] [Indexed: 04/25/2024]
Abstract
BACKGROUND AND PURPOSE This large population-based, retrospective, single-center study aimed to identify prognostic factors in patients with brain metastases (BM) from gynecological cancers. MATERIAL AND METHODS One hundred and forty four patients with BM from gynecological cancer treated with radiotherapy (RT) were identified. Primary cancer diagnosis, age, performance status, number of BM, presence of extracranial disease, and type of BM treatment were assessed. Overall survival (OS) was calculated using the Kaplan-Meier method and the Cox proportional hazards regression model was used for multivariable analysis. A prognostic index (PI) was developed based on scores from independent predictors of OS. RESULTS Median OS for the entire study population was 6.2 months. Forty per cent of patients died within 3 months after start of RT. Primary cancer with the origin in cervix or vulva (p = 0.001), Eastern Cooperative Oncology Group (ECOG) 3-4 (p < 0.001), and the presence of extracranial disease (p = 0.001) were associated with significantly shorter OS. The developed PI based on these factors, categorized patients into three risk groups with a median OS of 13.5, 4.0, and 2.4 months for the good, intermediate, and poor prognosis group, respectively. INTERPRETATION Patients with BM from gynecological cancers carry a poor prognosis. We identified prognostic factors and developed a scoring tool to select patients with better or worse prognosis. Patients in the high-risk group have a particular poor prognosis, and omission of RT could be considered.
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Affiliation(s)
- Silje Skjelsvik Os
- Department of Oncology, Oslo University Hospital, Oslo, Norway; Institute of Clinical Medicine, University of Oslo, Oslo, Norway; Department of Medical Physics, Oslo University Hospital, Oslo, Norway.
| | - Kjersti Skipar
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway; Department of Oncology, Telemark Hospital Trust, Skien, Norway
| | - Eva Skovlund
- Department of Public Health and Nursing, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Ivar Hompland
- Department of Oncology, Oslo University Hospital, Oslo, Norway
| | | | - Marianne Grønlie Guren
- Department of Oncology, Oslo University Hospital, Oslo, Norway; Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Kristina Lindemann
- Department of Gynecological Oncology, Division of Cancer Medicine, Oslo University Hospital, Oslo, Norway; Institute of Clinical Medicine, University of Oslo, Oslo, Norway
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Selingerova I, Holikova K, Chodur T, Hynkova L, Pospisil P, Bulik M, Belanova R, Siffelova K, Kolouskova I, Slavik M, Burkon P, Hrstka R, Jancalek R, Sana J, Slampa P, Kazda T. Challenges with hippocampal MR spectroscopy as a surrogate for pre-radiotherapy assessment of neurocognitive impairment in patients with brain metastasis. Biomed Pap Med Fac Univ Palacky Olomouc Czech Repub 2024. [PMID: 38623639 DOI: 10.5507/bp.2024.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/17/2024] Open
Abstract
AIM Patients with multiple brain metastases (BM) benefit from hippocampal-avoiding whole brain radiotherapy (HA-WBRT), the challenging and less available form of WBRT. This study explores potential of pre-radiotherapy (pre-RT) hippocampal magnetic resonance spectroscopy (MRS) measuring hippocampal neuronal density as an imaging surrogate and predictive tool for assessing neurocognitive functions (NCF). METHODS 43 BM patients underwent pre-RT hippocampal MRS. N-acetyl aspartate (NAA) concentration, a marker for neuronal density (weighted by creatine (Cr) and choline (Cho) concentrations), and neurocognitive function (NCF) tests (HVLT and BVMT) performed by certified psychologists were evaluated. Clinical variables and NAA concentrations were correlated with pre-RT NCFs. RESULTS HVLT and BVMT subtests showed pre-RT deterioration except for BVMT recognition. Significantly better NCFs were observed in women in HVLT subsets. Significantly higher NAA/Cr + Cho was measured in women (median 0.63 vs. 0.55; P=0.048) in the left hippocampus (no difference in the right hippocampus). In men, a positive correlation (0.51, P=0.018) between total brain volume and HVLT-TR, between left hippocampal NAA/Cr + Cho and HVLT-R (0.45, P=0.063), and between right hippocampal NAA/Cr + Cho and BVMT-recognition (0.49, P=0.054) was observed. In women, a borderline significant negative correlation was observed between left hippocampal NAA/Cr + Cho and BVMT-TR (-0.43, P=0.076) and between right NAA/Cr + Cho and HVLT-DR (-0.42, P=0.051). CONCLUSION Borderline statistically significant correlations were observed with speculative interpretation underlying the challenges of hippocampal MRS as a surrogate for neurocognitive impairment. Further studies need to be done to ascertain the opportunities for imaging predictors of benefit from memory sparing radiotherapy.
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Affiliation(s)
- Iveta Selingerova
- Research Center for Applied Molecular Oncology, Masaryk Memorial Cancer Institute, Brno, Czech Republic
| | - Klara Holikova
- Department of Medical Imaging, St. Anne's University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Tomas Chodur
- Unit of Clinical Psychology, Masaryk Memorial Cancer Institute, Brno, Czech Republic
| | - Ludmila Hynkova
- Department of Radiation Oncology, Masaryk Memorial Cancer Institute, Brno, Czech Republic
- Department of Radiation Oncology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Petr Pospisil
- Department of Radiation Oncology, Masaryk Memorial Cancer Institute, Brno, Czech Republic
- Department of Radiation Oncology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Martin Bulik
- Department of Medical Imaging, St. Anne's University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Renata Belanova
- Department of Radiology, Masaryk Memorial Cancer Institute, Brno, Czech Republic
| | - Kamila Siffelova
- Unit of Clinical Psychology, Masaryk Memorial Cancer Institute, Brno, Czech Republic
| | - Ivana Kolouskova
- Department of Comprehensive Cancer Care, Masaryk Memorial Cancer Institute and Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Marek Slavik
- Department of Radiation Oncology, Masaryk Memorial Cancer Institute, Brno, Czech Republic
- Department of Radiation Oncology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Petr Burkon
- Department of Radiation Oncology, Masaryk Memorial Cancer Institute, Brno, Czech Republic
- Department of Radiation Oncology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Roman Hrstka
- Research Center for Applied Molecular Oncology, Masaryk Memorial Cancer Institute, Brno, Czech Republic
| | - Radim Jancalek
- Department of Neurosurgery, St. Anne's University Hospital Brno, Brno, Czech Republic
- Department of Neurosurgery, St. Anne's University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Jiri Sana
- Department of Comprehensive Cancer Care, Masaryk Memorial Cancer Institute and Faculty of Medicine, Masaryk University, Brno, Czech Republic
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Pavel Slampa
- Department of Radiation Oncology, Masaryk Memorial Cancer Institute, Brno, Czech Republic
- Department of Radiation Oncology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Tomas Kazda
- Research Center for Applied Molecular Oncology, Masaryk Memorial Cancer Institute, Brno, Czech Republic
- Department of Radiation Oncology, Masaryk Memorial Cancer Institute, Brno, Czech Republic
- Department of Radiation Oncology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
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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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Lu S, Guo X, Yang Z, Sun Y, Niu J, Jing X, Zhu H. Immunotherapy combined with cranial radiotherapy for driver-negative non-small-cell lung cancer brain metastases: a retrospective study. Future Oncol 2024:1-14. [PMID: 38591950 DOI: 10.2217/fon-2023-1061] [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: 12/11/2023] [Accepted: 03/07/2024] [Indexed: 04/10/2024] Open
Abstract
Background: This study assesses immune checkpoint inhibitors' efficacy for non-small-cell lung cancer (NSCLC) with brain metastases (BM) and explores the role of cranial radiation therapy (CRT) in the immunotherapy era. Methods: The retrospective analysis screened NSCLC patients with BMs from July 2018 to December 2021. Treatment involved chemotherapy combined with immune checkpoint inhibitors as the first-line, with patients divided into CRT and non-CRT groups. Overall survival (OS), progression-free survival and intracranial progression-free survival were calculated and compared. Results: Among 113 patients, 74 who received CRT had significantly better median OS (not reached vs 15.31 months), particularly among those with one to three BMs. Factors correlating with better OS included CRT, PD-L1 expression and diagnosis-specific graded prognostic assessment scores. Conclusion: Integrating CRT with anti-PD-1 therapy notably enhanced long-term survival in NSCLC patients with BMs.
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Affiliation(s)
- Shuangqing Lu
- Department of Radiation Oncology, Shandong Cancer Hospital & Institute, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, Shandong Province, 250117, China
| | - Xiaokang Guo
- Department of Surgical Oncology, Shandong Cancer Hospital & Institute, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, Shandong Province, 250117, China
| | - Zhengqiang Yang
- Department of Radiation Oncology, Shandong Cancer Hospital & Institute, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, Shandong Province, 250117, China
| | - Yulan Sun
- Department of Medical Oncology, Shandong Cancer Hospital & Institute, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, Shandong Province, 250117, China
| | - Jiling Niu
- Department of Radiation Oncology, Shandong Cancer Hospital & Institute, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, Shandong Province, 250117, China
| | - Xuquan Jing
- Department of Radiation Oncology, Shandong Cancer Hospital & Institute, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, Shandong Province, 250117, China
| | - Hui Zhu
- Department of Radiation Oncology, Shandong Cancer Hospital & Institute, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, Shandong Province, 250117, China
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Du Y, Li R, Fu D, Zhang B, Cui A, Shao Y, Lai Z, Chen R, Chen B, Wang Z, Zhang W, Chu L. Multi-omics technologies and molecular biomarkers in brain tumor-related epilepsy. CNS Neurosci Ther 2024; 30:e14717. [PMID: 38641945 PMCID: PMC11031674 DOI: 10.1111/cns.14717] [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: 11/17/2023] [Revised: 03/04/2024] [Accepted: 03/29/2024] [Indexed: 04/21/2024] Open
Abstract
BACKGROUND Brain tumors are one of the leading causes of epilepsy, and brain tumor-related epilepsy (BTRE) is recognized as the major cause of intractable epilepsy, resulting in huge treatment cost and burden to patients, their families, and society. Although optimal treatment regimens are available, the majority of patients with BTRE show poor resolution of symptoms. BTRE has a very complex and multifactorial etiology, which includes several influencing factors such as genetic and molecular biomarkers. Advances in multi-omics technologies have enabled to elucidate the pathophysiological mechanisms and related biomarkers of BTRE. Here, we reviewed multi-omics technology-based research studies on BTRE published in the last few decades and discussed the present status, development, opportunities, challenges, and prospects in treating BTRE. METHODS First, we provided a general review of epilepsy, BTRE, and multi-omics techniques. Next, we described the specific multi-omics (including genomics, transcriptomics, epigenomics, proteomics, and metabolomics) techniques and related molecular biomarkers for BTRE. We then presented the associated pathogenetic mechanisms of BTRE. Finally, we discussed the development and application of novel omics techniques for diagnosing and treating BTRE. RESULTS Genomics studies have shown that the BRAF gene plays a role in BTRE development. Furthermore, the BRAF V600E variant was found to induce epileptogenesis in the neuronal cell lineage and tumorigenesis in the glial cell lineage. Several genomics studies have linked IDH variants with glioma-related epilepsy, and the overproduction of D2HG is considered to play a role in neuronal excitation that leads to seizure occurrence. The high expression level of Forkhead Box O4 (FOXO4) was associated with a reduced risk of epilepsy occurrence. In transcriptomics studies, VLGR1 was noted as a biomarker of epileptic onset in patients. Several miRNAs such as miR-128 and miRNA-196b participate in BTRE development. miR-128 might be negatively associated with the possibility of tumor-related epilepsy development. The lncRNA UBE2R2-AS1 inhibits the growth and invasion of glioma cells and promotes apoptosis. Quantitative proteomics has been used to determine dynamic changes of protein acetylation in epileptic and non-epileptic gliomas. In another proteomics study, a high expression of AQP-4 was detected in the brain of GBM patients with seizures. By using quantitative RT-PCR and immunohistochemistry assay, a study revealed that patients with astrocytomas and oligoastrocytomas showed high BCL2A1 expression and poor seizure control. By performing immunohistochemistry, several studies have reported the relationship between D2HG overproduction and seizure occurrence. Ki-67 overexpression in WHO grade II gliomas was found to be associated with poor postoperative seizure control. According to metabolomics research, the PI3K/AKT/mTOR pathway is associated with the development of glioma-related epileptogenesis. Another metabolomics study found that SV2A, P-gb, and CAD65/67 have the potential to function as biomarkers for BTRE. CONCLUSIONS Based on the synthesized information, this review provided new research perspectives and insights into the early diagnosis, etiological factors, and personalized treatment of BTRE.
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Affiliation(s)
- Yaoqiang Du
- Laboratory Medicine Center, Department of Transfusion MedicineZhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical CollegeHangzhouChina
- School of Basic Medical SciencesZhejiang Chinese Medical UniversityHangzhouChina
| | - Rusong Li
- The Second School of Clinical MedicineZhejiang Chinese Medical UniversityHangzhouChina
| | - Danqing Fu
- School of Basic Medical SciencesZhejiang Chinese Medical UniversityHangzhouChina
| | - Biqin Zhang
- Cancer Center, Department of HematologyZhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical CollegeHangzhouChina
| | - Ailin Cui
- Cancer Center, Department of Ultrasound MedicineZhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical CollegeHangzhouChina
| | - Yutian Shao
- Zhejiang BioAsia Life Science InstitutePinghuChina
| | - Zeyu Lai
- The Second School of Clinical MedicineZhejiang Chinese Medical UniversityHangzhouChina
| | - Rongrong Chen
- School of Clinical MedicineHangzhou Normal UniversityHangzhouChina
| | - Bingyu Chen
- Laboratory Medicine Center, Department of Transfusion MedicineZhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical CollegeHangzhouChina
| | - Zhen Wang
- Laboratory Medicine Center, Department of Transfusion MedicineZhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical CollegeHangzhouChina
| | - Wei Zhang
- The Second School of Clinical MedicineZhejiang Chinese Medical UniversityHangzhouChina
| | - Lisheng Chu
- School of Basic Medical SciencesZhejiang Chinese Medical UniversityHangzhouChina
- Department of PhysiologyZhejiang Chinese Medical UniversityHangzhouChina
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Knox A, Wang T, Shackleton M, Ameratunga M. Symptomatic brain metastases in melanoma. Exp Dermatol 2024; 33:e15075. [PMID: 38610093 DOI: 10.1111/exd.15075] [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: 01/11/2024] [Revised: 03/22/2024] [Accepted: 03/27/2024] [Indexed: 04/14/2024]
Abstract
Although clinical outcomes in metastatic melanoma have improved in recent years, the morbidity and mortality of symptomatic brain metastases remain challenging. Response rates and survival outcomes of patients with symptomatic melanoma brain metastases (MBM) are significantly inferior to patients with asymptomatic disease. This review focusses upon the specific challenges associated with the management of symptomatic MBM, discussing current treatment paradigms, obstacles to improving clinical outcomes and directions for future research.
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Affiliation(s)
- Andrea Knox
- Department of Medical Oncology, Alfred Health, Melbourne, Australia
| | - Tim Wang
- Department of Radiation Oncology, Westmead Hospital, Sydney, Australia
| | - Mark Shackleton
- Department of Medical Oncology, Alfred Health, Melbourne, Australia
- School of Translational Medicine, Monash University, Melbourne, Australia
| | - Malaka Ameratunga
- Department of Medical Oncology, Alfred Health, Melbourne, Australia
- School of Translational Medicine, Monash University, Melbourne, Australia
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Bourbonne V, Dissaux B, Seizeur R, Nguyen J, Querellou S. Mismatch Between Brain MRIs and 18 F-DOPA PET/CT : Impact on the Management of a Long Survivor With EGFR-Mutated Lung Adenocarcinoma. Clin Nucl Med 2024; 49:324-326. [PMID: 38350083 DOI: 10.1097/rlu.0000000000005058] [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: 02/15/2024]
Abstract
ABSTRACT After receiving erlotinib for 4 years, a man with advanced lung adenocarcinoma was treated with stereotactic radiotherapy for a left cerebellar brain metastasis. Local relapse of the metastasis was suspected 14 months after and confirmed on 18 F-DOPA PET. Three additional uptakes were described with no unequivocal MRI pathological signal. A second radiotherapy course was delivered. One year later, isolated local recurrence was suspected on a 3 T MRI, with a suspicious 18 F-DOPA uptake. Five additional 18 F-DOPA uptakes were described among which one increased between the 2 PETs. Because of these MRI/PET mismatches, a switch from erlotinib to osimertinib was preferred over surgery.
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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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Borm KJ, Behzadi ST, Hörner-Rieber J, Krug D, Baumann R, Corradini S, Duma MN, Dunst J, Fastner G, Feyer P, Fietkau R, Haase W, Harms W, Hehr T, Matuschek C, Piroth MD, Schmeel LC, Souchon R, Strnad V, Budach W, Combs SE. DEGRO guideline for personalized radiotherapy of brain metastases and leptomeningeal carcinomatosis in patients with breast cancer. Strahlenther Onkol 2024; 200:259-275. [PMID: 38488902 DOI: 10.1007/s00066-024-02202-0] [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: 01/07/2024] [Indexed: 03/17/2024]
Abstract
PURPOSE The aim of this review was to evaluate the existing evidence for radiotherapy for brain metastases in breast cancer patients and provide recommendations for the use of radiotherapy for brain metastases and leptomeningeal carcinomatosis. MATERIALS AND METHODS For the current review, a PubMed search was conducted including articles from 01/1985 to 05/2023. The search was performed using the following terms: (brain metastases OR leptomeningeal carcinomatosis) AND (breast cancer OR breast) AND (radiotherapy OR ablative radiotherapy OR radiosurgery OR stereotactic OR radiation). CONCLUSION AND RECOMMENDATIONS Despite the fact that the biological subtype of breast cancer influences both the occurrence and relapse patterns of breast cancer brain metastases (BCBM), for most scenarios, no specific recommendations regarding radiotherapy can be made based on the existing evidence. For a limited number of BCBM (1-4), stereotactic radiosurgery (SRS) or fractionated stereotactic radiotherapy (SRT) is generally recommended irrespective of molecular subtype and concurrent/planned systemic therapy. In patients with 5-10 oligo-brain metastases, these techniques can also be conditionally recommended. For multiple, especially symptomatic BCBM, whole-brain radiotherapy (WBRT), if possible with hippocampal sparing, is recommended. In cases of multiple asymptomatic BCBM (≥ 5), if SRS/SRT is not feasible or in disseminated brain metastases (> 10), postponing WBRT with early reassessment and reevaluation of local treatment options (8-12 weeks) may be discussed if a HER2/Neu-targeting systemic therapy with significant response rates in the central nervous system (CNS) is being used. In symptomatic leptomeningeal carcinomatosis, local radiotherapy (WBRT or local spinal irradiation) should be performed in addition to systemic therapy. In patients with disseminated leptomeningeal carcinomatosis in good clinical condition and with only limited or stable extra-CNS disease, craniospinal irradiation (CSI) may be considered. Data regarding the toxicity of combining systemic therapies with cranial and spinal radiotherapy are sparse. Therefore, no clear recommendations can be given, and each case should be discussed individually in an interdisciplinary setting.
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Affiliation(s)
- Kai J Borm
- TUM School of Medicine, Department of Radiation Oncology, Technical University of Munich, Ismaninger Straße 22, 81675, Munich, Germany
| | - Sophie T Behzadi
- TUM School of Medicine, Department of Radiation Oncology, Technical University of Munich, Ismaninger Straße 22, 81675, Munich, Germany
| | - Juliane Hörner-Rieber
- Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany
| | - David Krug
- Department of Radiation Oncology, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Rene Baumann
- Department of Radiation Oncology, St. Marien-Krankenhaus, Siegen, Germany
| | - Stefanie Corradini
- Department of Radiation Oncology, University Hospital, LMU Munich, Munich, Germany
| | - Marciana Nona Duma
- Department of Radiation Oncology, Helios Clinics of Schwerin-University Campus of MSH Medical School Hamburg, Schwerin, Germany
- Department for Human Medicine, MSH Medical School Hamburg, Hamburg, Germany
| | - Jürgen Dunst
- Department of Radiation Oncology, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Gerd Fastner
- Department of Radiotherapy and Radio-Oncology, University Hospital Salzburg, Landeskrankenhaus, Paracelsus Medical University, Salzburg, Austria
| | - Petra Feyer
- Formerly Department of Radiation Oncology, Vivantes Hospital Neukölln, Berlin, Germany
| | - Rainer Fietkau
- Department of Radiation Oncology, University Hospital Erlangen, Erlangen, Germany
| | - Wulf Haase
- Formerly Department of Radiation Oncology, St.-Vincentius-Hospital Karlsruhe, Karlsruhe, Germany
| | - Wolfgang Harms
- Department of Radiation Oncology, St. Claraspital, Basel, Switzerland
| | - Thomas Hehr
- Department of Radiation Oncology, Marienhospital Stuttgart, Stuttgart, Germany
| | - Christiane Matuschek
- Department of Radiation Oncology, University Hospital Düsseldorf, Düsseldorf, Germany
| | - Marc D Piroth
- Department of Radiation Oncology, HELIOS University Hospital Wuppertal, Witten/Herdecke University, Wuppertal, Germany
| | | | - Rainer Souchon
- Formerly Department of Radiation Oncology, University Hospital Tübingen, Tübingen, Germany
| | - Vratislav Strnad
- Department of Radiation Oncology, University Hospital Erlangen, Erlangen, Germany
| | - Wilfried Budach
- Department of Radiation Oncology, University Hospital Düsseldorf, Düsseldorf, Germany
| | - Stephanie E Combs
- TUM School of Medicine, Department of Radiation Oncology, Technical University of Munich, Ismaninger Straße 22, 81675, Munich, Germany.
- Partner Site Munich, Deutsches Konsortium für Translationale Krebsforschung (DKTK), Munich, Germany.
- Department of Radiation Medicine (IRM), Helmholtz Zentrum München (HMGU), Neuherberg, Germany.
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