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Yang Z, Khazaieli M, Vaios E, Zhang R, Zhao J, Mullikin T, Yang A, Yin FF, Wang C. Total brain dose estimation in single-isocenter-multiple-targets (SIMT) radiosurgery via a novel deep neural network with spherical convolutions. Med Phys 2025; 52:4266-4277. [PMID: 40100547 PMCID: PMC12166947 DOI: 10.1002/mp.17748] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2024] [Revised: 02/21/2025] [Accepted: 02/25/2025] [Indexed: 03/20/2025] Open
Abstract
BACKGROUND AND PURPOSE Accurate prediction of normal brain dosimetric parameters is crucial for the quality control of single-isocenter multi-target (SIMT) stereotactic radiosurgery (SRS) treatment planning. Reliable dose estimation of normal brain tissue is one of the great indicators to evaluate plan quality and is used as a reference in clinics to improve potentially SIMT SRS treatment planning quality consistency. This study aimed to develop a spherical coordinate-defined deep learning model to predict the dose to a normal brain for SIMT SRS treatment planning. METHODS By encapsulating the human brain within a sphere, 3D volumetric data of planning target volume (PTVs) can be projected onto this geometry as a 2D spherical representation (in azimuthal and polar angles). A novel deep learning model spherical convolutional neural network (SCNN) was developed based on spherical convolution to predict brain dosimetric evaluators from spherical representation. Utilizing 106 SIMT cases, the model was trained to predict brain V50%, V60%, and V66.7%, corresponding to V10Gy and V12Gy, as key dosimetric indicators. The model prediction performance was evaluated using the coefficient of determination (R2), mean absolute error (MAE), and mean absolute percentage error (MAPE). RESULTS The SCNN accurately predicted normal brain dosimetric values from the modeled spherical PTV representation, with R2 scores of 0.92 ± 0.05/0.94 ± 0.10/0.93 ± 0.09 for V50%/V60%/V66.7%, respectively. MAEs values were 1.94 ± 1.61 cc/1.23 ± 0.98 cc/1.13 ± 0.99 cc, and MAPEs were 19.79 ± 20.36%/20.79 ± 21.07%/21.15 ± 22.24%, respectively. CONCLUSIONS The deep learning model provides treatment planners with accurate prediction of dose to normal brain, enabling improved consistency in treatment planning quality. This method can be extended to other brain-related analyses as an efficient data dimension reduction method.
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Affiliation(s)
- Zhenyu Yang
- Medical Physics Graduate Program, Duke Kunshan University, Kunshan, Jiangsu, China
- Department of Radiation Oncology, Duke University, Durham, NC, USA
| | | | - Eugene Vaios
- Department of Radiation Oncology, Duke University, Durham, NC, USA
| | - Rihui Zhang
- Medical Physics Graduate Program, Duke Kunshan University, Kunshan, Jiangsu, China
- Department of Radiation Oncology, Duke University, Durham, NC, USA
| | - Jingtong Zhao
- Department of Radiation Oncology, Duke University, Durham, NC, USA
| | - Trey Mullikin
- Department of Radiation Oncology, Duke University, Durham, NC, USA
| | - Albert Yang
- Department of Radiation Oncology, Duke University, Durham, NC, USA
| | - Fang-Fang Yin
- Medical Physics Graduate Program, Duke Kunshan University, Kunshan, Jiangsu, China
- Department of Radiation Oncology, Duke University, Durham, NC, USA
- Jiangsu Provincial University Key (Construction) Laboratory for Smart Diagnosis and Treatment of Lung Cancer, Kunshan, Jiangsu, China
| | - Chunhao Wang
- Department of Radiation Oncology, Duke University, Durham, NC, USA
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Mansouri A, Ozair A, Bhanja D, Wilding H, Mashiach E, Haque W, Mikolajewicz N, de Macedo Filho L, Mahase SS, Machtay M, Metellus P, Dhermain F, Sheehan J, Kondziolka D, Lunsford LD, Niranjan A, Minniti G, Li J, Kalkanis SN, Wen PY, Kotecha R, McDermott MW, Bettegowda C, Woodworth GF, Brown PD, Sahgal A, Ahluwalia MS. Stereotactic radiosurgery for patients with brain metastases: current principles, expanding indications and opportunities for multidisciplinary care. Nat Rev Clin Oncol 2025; 22:327-347. [PMID: 40108412 DOI: 10.1038/s41571-025-01013-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/28/2025] [Indexed: 03/22/2025]
Abstract
The management of brain metastases is challenging and should ideally be coordinated through a multidisciplinary approach. Stereotactic radiosurgery (SRS) has been the cornerstone of management for most patients with oligometastatic central nervous system involvement (one to four brain metastases), and several technological and therapeutic advances over the past decade have broadened the indications for SRS to include polymetastatic central nervous system involvement (>4 brain metastases), preoperative application and fractionated SRS, as well as combinatorial approaches with targeted therapy and immune-checkpoint inhibitors. For example, improved imaging and frameless head-immobilization technologies have facilitated fractionated SRS for large brain metastases or postsurgical cavities, or lesions in proximity to organs at risk. However, these opportunities come with new challenges and questions, including the implications of tumour histology as well as the role and sequencing of concurrent systemic treatments. In this Review, we discuss these advances and associated challenges in the context of ongoing clinical trials, with insights from a global group of experts, including recommendations for current clinical practice and future investigations. The updates provided herein are meaningful for all practitioners in clinical oncology.
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Affiliation(s)
- Alireza Mansouri
- Department of Neurosurgery, Penn State Health Milton S. Hershey Medical Center, Hershey, PA, USA.
- Penn State Cancer Institute, Penn State Health Milton S. Hershey Medical Center, Hershey, PA, USA.
- Department of Neurosurgery, Penn State College of Medicine, Pennsylvania State University, Hershey, PA, USA.
| | - Ahmad Ozair
- Department of Neurosurgery, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Debarati Bhanja
- Department of Neurological Surgery, NYU Langone Health, New York University, New York, NY, USA
| | - Hannah Wilding
- Department of Neurosurgery, Penn State College of Medicine, Pennsylvania State University, Hershey, PA, USA
| | - Elad Mashiach
- Department of Neurological Surgery, NYU Langone Health, New York University, New York, NY, USA
| | - Waqas Haque
- Division of Hematology and Oncology, Department of Medicine, University of Chicago, Chicago, IL, USA
| | - Nicholas Mikolajewicz
- Peter Gilgan Centre for Research and Learning, Hospital for Sick Children, Toronto, Ontario, Canada
| | - Leonardo de Macedo Filho
- Penn State Cancer Institute, Penn State Health Milton S. Hershey Medical Center, Hershey, PA, USA
- Department of Neurosurgery, Penn State College of Medicine, Pennsylvania State University, Hershey, PA, USA
| | - Sean S Mahase
- Department of Radiation Oncology, Penn State Cancer Institute, Hershey, PA, USA
| | - Mitchell Machtay
- Department of Radiation Oncology, Penn State Cancer Institute, Hershey, PA, USA
| | - Philippe Metellus
- Department of Neurosurgery, Ramsay Santé, Hôpital Privé Clairval, Marseille, France
| | - Frédéric Dhermain
- Radiation Therapy Department, Institut Gustave Roussy, Villejuif, France
| | - Jason Sheehan
- Department of Neurological Surgery, University of Virginia, Charlottesville, VA, USA
| | - Douglas Kondziolka
- Department of Neurological Surgery, NYU Langone Health, New York University, New York, NY, USA
| | - L Dade Lunsford
- Department of Neurological Surgery, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Ajay Niranjan
- Department of Neurological Surgery, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Giuseppe Minniti
- Department of Radiological Sciences, Oncology and Anatomical Pathology, Sapienza IRCCS Neuromed, Pozzilli, Italy
| | - Jing Li
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Steven N Kalkanis
- Department of Neurosurgery, Henry Ford Health System, Detroit, MI, USA
| | - Patrick Y Wen
- Center For Neuro-Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
| | - Rupesh Kotecha
- Department of Radiation Oncology, Miami Cancer Institute, Baptist Health South Florida, Miami, FL, USA
- Herbert Wertheim College of Medicine, Florida International University, Miami, FL, USA
| | - Michael W McDermott
- Herbert Wertheim College of Medicine, Florida International University, Miami, FL, USA
- Department of Neurosurgery, Miami Neuroscience Institute, Baptist Health South Florida, Miami, FL, USA
| | - Chetan Bettegowda
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Graeme F Woodworth
- Department of Neurosurgery, University of Maryland School of Medicine, Baltimore, MD, USA
- Brain Tumour Program, University of Maryland Marlene and Stewart Greenebaum Comprehensive Cancer Center, Baltimore, MD, USA
- University of Maryland-Medicine Institute for Neuroscience Discovery, Baltimore, MD, USA
| | - Paul D Brown
- Department of Radiation Oncology, Mayo Clinic, Rochester, MN, USA
| | - Arjun Sahgal
- Department of Radiation Oncology, Odette Cancer Centre, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
| | - Manmeet S Ahluwalia
- Herbert Wertheim College of Medicine, Florida International University, Miami, FL, USA.
- Department of Medical Oncology, Miami Cancer Institute, Baptist Health South Florida, Miami, FL, USA.
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Volovăț SR, Boboc DI, Ostafe MR, Buzea CG, Agop M, Ochiuz L, Rusu DI, Vasincu D, Ungureanu MI, Volovăț CC. Utilizing Vision Transformers for Predicting Early Response of Brain Metastasis to Magnetic Resonance Imaging-Guided Stage Gamma Knife Radiosurgery Treatment. Tomography 2025; 11:15. [PMID: 39997998 PMCID: PMC11860310 DOI: 10.3390/tomography11020015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2024] [Revised: 01/11/2025] [Accepted: 02/01/2025] [Indexed: 02/26/2025] Open
Abstract
BACKGROUND/OBJECTIVES This study explores the application of vision transformers to predict early responses to stereotactic radiosurgery in patients with brain metastases using minimally pre-processed magnetic resonance imaging scans. The objective is to assess the potential of vision transformers as a predictive tool for clinical decision-making, particularly in the context of imbalanced datasets. METHODS We analyzed magnetic resonance imaging scans from 19 brain metastases patients, focusing on axial fluid-attenuated inversion recovery and high-resolution contrast-enhanced T1-weighted sequences. Patients were categorized into responders (complete or partial response) and non-responders (stable or progressive disease). RESULTS Despite the imbalanced nature of the dataset, our results demonstrate that vision transformers can predict early treatment responses with an overall accuracy of 99%. The model exhibited high precision (99% for progression and 100% for regression) and recall (99% for progression and 100% for regression). The use of the attention mechanism in the vision transformers allowed the model to focus on relevant features in the magnetic resonance imaging images, ensuring an unbiased performance even with the imbalanced data. Confusion matrix analysis further confirmed the model's reliability, with minimal misclassifications. Additionally, the model achieved a perfect area under the receiver operator characteristic curve (AUC = 1.00), effectively distinguishing between responders and non-responders. CONCLUSIONS These findings highlight the potential of vision transformers, aided by the attention mechanism, as a non-invasive, predictive tool for early response assessment in clinical oncology. The vision transformer (ViT) model employed in this study processes MRIs as sequences of patches, enabling the capture of localized tumor features critical for early response prediction. By leveraging patch-based feature learning, this approach enhances robustness, interpretability, and clinical applicability, addressing key challenges in tumor progression prediction following stereotactic radiosurgery (SRS). The model's robust performance, despite the dataset imbalance, underscores its ability to provide unbiased predictions. This approach could significantly enhance clinical decision-making and support personalized treatment strategies for brain metastases. Future research should validate these findings in larger, more diverse cohorts and explore the integration of additional data types to further optimize the model's clinical utility.
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Affiliation(s)
- Simona Ruxandra Volovăț
- Medical Oncology-Radiotherapy Department, “Grigore T. Popa” University of Medicine and Pharmacy Iași, 700115 Iași, Romania; (S.R.V.); (D.-I.B.); (M.-R.O.)
| | - Diana-Ioana Boboc
- Medical Oncology-Radiotherapy Department, “Grigore T. Popa” University of Medicine and Pharmacy Iași, 700115 Iași, Romania; (S.R.V.); (D.-I.B.); (M.-R.O.)
| | - Mădălina-Raluca Ostafe
- Medical Oncology-Radiotherapy Department, “Grigore T. Popa” University of Medicine and Pharmacy Iași, 700115 Iași, Romania; (S.R.V.); (D.-I.B.); (M.-R.O.)
| | - Călin Gheorghe Buzea
- “Prof. Dr. Nicolae Oblu” Clinical Emergency Hospital Iași, 700309 Iași, Romania;
- National Institute of Research and Development for Technical Physics, IFT Iași, 700050 Iași, Romania
| | - Maricel Agop
- Physics Department, “Gheorghe Asachi” Technical University Iași, 700050 Iași, Romania;
| | - Lăcrămioara Ochiuz
- Faculty of Pharmacy, “Grigore T. Popa” University of Medicine and Pharmacy Iași, 700115 Iași, Romania;
| | - Dragoș Ioan Rusu
- Faculty of Science, “V. Alecsandri” University of Bacău, 600115 Bacău, Romania;
| | - Decebal Vasincu
- Surgery Department, “Grigore T. Popa” University of Medicine and Pharmacy Iași, 700115 Iași, Romania;
| | - Monica Iuliana Ungureanu
- Preventive Medicine and Interdisciplinarity Department, “Grigore T. Popa” University of Medicine and Pharmacy Iași, 700115 Iași, Romania
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Peters DR, Conti A, Levivier M, Schiappacasse L, Faouzi M, Trandafirescu MF, Tuleasca C. Stereotactic aspiration alone or Ommaya placement and aspiration followed by stereotactic radiosurgery for cystic brain metastasis: A systematic review and meta-analysis. BRAIN & SPINE 2025; 5:104184. [PMID: 39935528 PMCID: PMC11810700 DOI: 10.1016/j.bas.2025.104184] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/27/2024] [Revised: 12/28/2024] [Accepted: 01/10/2025] [Indexed: 02/13/2025]
Abstract
Introduction Cystic brain metastases (BMs) are often more challenging to treat than solid BMs. Stereotactic cyst aspiration for volume reduction followed by stereotactic radiosurgery (SRS) is an alternative treatment modality that may benefit patients with large cystic BMs not favorable for SRS alone nor microsurgical resection. Research question Here, we perform a systematic review and meta-analysis of stereotactic aspiration alone or reservoir (Ommaya) placement plus aspiration followed by SRS for cystic BMs. Material and methods Using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, we reviewed articles published between 1968 and December 31-th, 2022. We retained 10 studies reporting 280 patients. Results Overall rate of tumor control for combined treatment of Ommaya placement plus aspiration plus SRS was 81.2% (62.5-99.9%, p < 0.001) and for stereotactic aspiration plus SRS was 64.7% (46.1-83.3%, p < 0.001). Overall rate of further intervention for combined treatment of Ommaya placement plus aspiration plus SRS was 15.8% (p = 0.08) and for stereotactic aspiration plus SRS was 14.8% (5.3-24.4%, p = 0.002). Overall complication rate for combined treatment of Ommaya placement plus aspiration plus SRS was 12.8% (2.3-23.3%, p = 0.01) and for stereotactic aspiration plus SRS was 1.5% (p = 0.12). Discussion and conclusion Combined treatment of Ommaya placement plus cyst aspiration plus SRS in cystic BMs yields better local control as compared to stereotactic aspiration plus SRS, with similar rate of further intervention between procedures. Aspiration of the cyst plus SRS should be considered for patients with cystic metastases not able to undergo open surgery or upfront SRS.
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Affiliation(s)
- David R. Peters
- Carolina Neurosurgery & Spine Associates, Charlotte, NC, USA
- Mayo Clinic, Rochester, MN, USA
- Lausanne University Hospital (CHUV), Neurosurgery Service and Gamma Knife Center, Lausanne, Switzerland
| | - Alfredo Conti
- Department of Neurosurgery, IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy
- Dipartimento di Biomorfologia e. Scienze Neuromotorie (DIBINEM), Alma Mater Studiorum Università di Bologna, Bologna, Italy
| | - Marc Levivier
- Lausanne University Hospital (CHUV), Neurosurgery Service and Gamma Knife Center, Lausanne, Switzerland
- University of Lausanne (UNIL), Faculty of Biology and Medicine (FBM), Switzerland
| | - Luis Schiappacasse
- Lausanne University Hospital (CHUV), Radiation Oncology Department, Lausanne, Switzerland
| | - Mohamed Faouzi
- Division of Biostatistics, Center for Primary Care and Public Health (Unisanté), University of Lausanne, Switzerland
| | | | - Constantin Tuleasca
- Lausanne University Hospital (CHUV), Neurosurgery Service and Gamma Knife Center, Lausanne, Switzerland
- University of Lausanne (UNIL), Faculty of Biology and Medicine (FBM), Switzerland
- Ecole Polytechnique Fédérale de Lausanne (EPFL, LTS-5), Lausanne, Switzerland
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Yan Q, Li R, Yang J, Bai X, Guo X, Yang X, Song J. Efficacy and safety evaluation of combined therapies incorporating whole-brain radiotherapy in patients with brain metastases: a systematic review and meta-analysis. Clin Transl Oncol 2024; 26:3020-3036. [PMID: 38789890 DOI: 10.1007/s12094-024-03525-1] [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: 03/21/2024] [Accepted: 05/12/2024] [Indexed: 05/26/2024]
Abstract
BACKGROUND Whole-brain radiotherapy (WBRT) is a standard and effective approach for brain metastases, but it is linked to neurocognitive complications, specifically issues related to the hippocampus. Innovative strategies are being explored to enhance outcomes. However, a consensus is yet to be reached in this field. Our aim is to investigate the efficacy and safety of WBRT combined with simultaneous integrated boost (SIB), memantine, and hippocampal avoidance (HA) techniques in treatment of brain metastases. METHODS In this systematic review and meta-analysis, we comprehensively searched PubMed, MEDLINE, Embase, and Cochrane for studies reporting the efficacy and toxicity of WBRT-based combination therapies from inception to September 19, 2023. Data were pooled using random-effects models. Results were reported as risk ratios (RRs) and risk differences (RDs) for dichotomous outcomes, along with their 95% confidence intervals (CIs). Heterogeneity was evaluated using the I2 statistic. RESULTS Among 2175 articles, 29 studies involving 3460 patients were included. The meta-analysis revealed that compared to WBRT alone, combination therapies significantly mitigated neurocognitive function decline (RD = -0.09, 95% CI [-0.18-0.01]; P = 0.03) and intracranial control failure (RR = 0.86, 95% CI [0.52-1.44]; P = 0.02), without increasing the risk of hippocampal recurrence or high-grade toxicities. Notably, HA-WBRT + SIB/memantine demonstrated improved neurocognitive outcomes and survival benefits. CONCLUSION WBRT-based combination therapies demonstrate improved efficacy and comparable safety to WBRT alone, with specific emphasis on the effectiveness of HA-WBRT + Memantine and HA-WBRT + SIB in optimizing therapeutic outcomes for brain metastases.
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Affiliation(s)
- Qi Yan
- Cancer Center, Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences Tongji Shanxi Hospital, Longcheng Street No. 99, Taiyuan, Shanxi, China
| | - Rong Li
- Cancer Center, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Longcheng Street No. 99, Taiyuan, Shanxi, China
| | - Jiayang Yang
- Cancer Center, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Longcheng Street No. 99, Taiyuan, Shanxi, China
| | - Xueqi Bai
- Cancer Center, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Longcheng Street No. 99, Taiyuan, Shanxi, China
| | - Xiudong Guo
- Cancer Center, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Longcheng Street No. 99, Taiyuan, Shanxi, China
| | - Xin Yang
- Cancer Center, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Longcheng Street No. 99, Taiyuan, Shanxi, China.
| | - Jianbo Song
- Cancer Center, Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences Tongji Shanxi Hospital, Longcheng Street No. 99, Taiyuan, Shanxi, China.
- Shanxi Provincial Key Laboratory for Translational Nuclear Medicine and Precision Protection, Taiyuan, China.
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Li X, Sun Y, Tang L, Li Y, Yang X. Treatment of metastatic breast cancer by stereotactic body radiotherapy (SBRT) and stereotactic radiosurgery (SRS). Discov Oncol 2024; 15:733. [PMID: 39616564 PMCID: PMC11609137 DOI: 10.1007/s12672-024-01595-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Accepted: 11/15/2024] [Indexed: 03/17/2025] Open
Abstract
BACKGROUND AND PURPOSE The role of local ablative radiotherapy (stereotactic body radiotherapy (SBRT)/stereotactic radiosurgery (SRS)) in the management of metastatic breast cancer (mBC) patients remains unclear. This study aimed to assess the efficacy of SBRT/SRS in oligometastatic and oligoprogressive breast cancer patients. METHODS Totally 80 mBC patients with oligometastatic disease (OMD) and 80 with oligoprogressive disease (OPD) to ≤5 metastatic lesions were retrospectively analyzed. The endpoint was overall survival and progression-free survival, and univariate and multivariate analyses were performed for survival analysis. RESULTS Totally 160 mBC cases (80 OMD and 80 OPD cases) were analyzed, with a total of 291 treated metastases. In the study of OMD, we analyzed 30 cases with oligo-recurrence and 50 cases with sync-oligometastases. The median follow-up time was 46 months, and 1-, 2-, and 3-year OS rates for all patients were 89.8%, 77.6%, and 67.3%, respectively, and the 1-, 2-, and 3-year PFS rates were 71.4%, 44.9%, and 34.7% respectively. In multivariate analysis (MVA), treatment for oligometastases and non-triple-negative status predicted favorable OS. In patients with oligometastases, median OS was 58 months, and 1-, 2-, and 3-year OS rates were 100%, 91.7%, and 83.3%, respectively; median OS in patients with oligoprogression was 35 months, and 1-, 2-, and 3-year OS rates were 80%, 64%, and 52%, respectively. In mBC cases with limited brain metastases administered SRS, poor OS was detected in patient age under 45 years (P = 0.041), triple-negative cases (P = 0.025), and those with OPD (P = 0.022). In OMD, a significant improvement in PFS was observed in the oligo-recurrence group compared to the sync-oligometastases group (P = 0.013). CONCLUSION Patients administered local ablative radiotherapy (SBRT/SRS) for oligometastases have better overall survival than those treated for oligoprogression. SBRT/SRS may be beneficial for young and non-triple-negative mBC cases. The presence of oligo-recurrence can predict a favorable prognosis of oligometastases in patients with mBC treated with SBRT/SRS.
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Affiliation(s)
- Xiaomin Li
- Division of Breast Surgery, Department of General Surgery, West China Hospital, Sichuan University, No. 37 Guo Xue Alley, Chengdu, 610041, China
- Breast Center, West China Hospital, Sichuan University, Chengdu, China
| | - Yu Sun
- Radiotherapy Physics & Technology Center, Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Liang Tang
- West China School of Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Yan Li
- Department of Radiation Oncology, Cancer Center, West China Hospital, Sichuan University, Chengdu, China.
- Department of Lung Cancer Center, West China Hospital, Sichuan University, No. 37 Guo Xue Alley, Chengdu, 610041, China.
| | - Xiaoqin Yang
- Division of Breast Surgery, Department of General Surgery, West China Hospital, Sichuan University, No. 37 Guo Xue Alley, Chengdu, 610041, China.
- Breast Center, West China Hospital, Sichuan University, Chengdu, China.
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Cuviello A, Figueroa Guzmán AF, Zeng E, Mothi SS, Baker JN, Krasin MJ. Utilization of Palliative Radiation in Pediatric Oncology Patients During the End-of-Life (EOL). J Pain Symptom Manage 2024; 68:603-612.e2. [PMID: 39151765 PMCID: PMC11534509 DOI: 10.1016/j.jpainsymman.2024.08.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/07/2024] [Revised: 08/05/2024] [Accepted: 08/08/2024] [Indexed: 08/19/2024]
Abstract
BACKGROUND Suffering at the end-of-life (EOL) can impact the perception of a "good death" and ultimately affect bereavement for families of children with cancer. Palliative radiation (pXRT) is a tool that can address pain, mitigate suffering and improve quality of life. METHODS A retrospective medical record review of pediatric oncology patients who died over an 11-year period was completed. Descriptive analysis and nonparametric tests to compare groups were used. RESULTS 2202 total deaths occurred during the study period; 167 patients met study criteria, reflecting a 7.6% incidence of pXRT use at the EOL. Most patients were white (68%) and male (59%), with a median age of 9 years. Solid tumors were most common (52%), followed by CNS tumors (38%), and leukemia (10%). pXRT was primarily used to treat pain (37%) and focused on sites including brain/spine (37%), head/neck (24%), and pelvis (12%). Mean radiation dose delivered was 23.8Gy (range: 1.8-55.8 Gy) in a median of 7 fractions (range: 1-31). Side effects were rare and 58% of patients had a decrease in reported pain scores. Additionally, 87% received a pediatric palliative care (PPC) consultation which increased the likelihood for hospice referral, documented DNR preferences and decrease episodes of CPR on the day of death. CONCLUSIONS There is underutilization and significant variability in the use of pXRT during EOL in pediatric oncology. Barriers to this tool may include physician perceptions, family/patient preferences, and logistical hardships. Guidelines to standardize pXRT, alongside earlier PPC integration, may guide clinician decision making and increase pXRT utilization.
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Affiliation(s)
| | | | - Emily Zeng
- St. Jude Children's Research Hospital (E.Z., S.S.M.), Memphis, Tennessee, USA
| | - Suraj Sarvode Mothi
- St. Jude Children's Research Hospital (E.Z., S.S.M.), Memphis, Tennessee, USA
| | - Justin N Baker
- Division of Quality of Life and Pediatric Palliative Care, Department of Pediatrics (J.N.B.), Stanford Medicine Children's Health, Palo Alto, California, USA
| | - Matthew J Krasin
- St. Jude Children's Research Hospital (E.Z., S.S.M.), Memphis, Tennessee, USA
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Cahill J, Sozer A, Yianni J, Ibrahim R, Grainger A, Mezei G, Bhattacharyya D, Buckland E, Hunt K, Radatz M. Progress of intracranial metastases during the interval before stereotactic radiosurgery, a retrospective cohort analysis. EUROPEAN JOURNAL OF SURGICAL ONCOLOGY 2024; 50:108676. [PMID: 39284245 DOI: 10.1016/j.ejso.2024.108676] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2024] [Revised: 08/19/2024] [Accepted: 09/07/2024] [Indexed: 12/02/2024]
Abstract
INTRODUCTION The incidence of intracranial metastatic disease is increasing worldwide. As a valuable treatment modality, stereotactic radiosurgery requires detailed imaging, and this study evaluated the differences between imaging obtained on the day of treatment compared to historical or referral imaging. MATERIALS AND METHODS A retrospective cohort study was performed, evaluating all the patients presenting with eligible referral imaging in a 13-month period and comparing this imaging to the imaging taken on the day of treatment. Numbers of additional metastases, volumes and volume differences among the images were compared. RESULTS There was a median interval of 19 days between the acquisition of the diagnostic or referral scan and the day of treatment imaging. Even the group that had the shortest interval (up to 2 weeks) showed at least one additional deposit in 50 % of the patients. Volume was increased in 75 % of this group. Longer intervals were associated with higher increases in volume. CONCLUSION These results demonstrate the increase in the disease burden in patients with intracranial metastatic disease, in relation to number and volume, in the interval between the referral and treatment imaging. This has significant implications for planning pathways, to ensure that metastatic deposits are not missed or undertreated.
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Affiliation(s)
- Julian Cahill
- The National Centre for Stereotactic Radiosurgery, Sheffield Teaching Hospitals NHS Foundation Trust, Royal Hallamshire Hospital, Sheffield, United Kingdom.
| | - Alperen Sozer
- The National Centre for Stereotactic Radiosurgery, Sheffield Teaching Hospitals NHS Foundation Trust, Royal Hallamshire Hospital, Sheffield, United Kingdom; Department of Neurosurgery, Gazi University Faculty of Medicine, Ankara, Turkey
| | - John Yianni
- The National Centre for Stereotactic Radiosurgery, Sheffield Teaching Hospitals NHS Foundation Trust, Royal Hallamshire Hospital, Sheffield, United Kingdom
| | - Ramez Ibrahim
- The National Centre for Stereotactic Radiosurgery, Sheffield Teaching Hospitals NHS Foundation Trust, Royal Hallamshire Hospital, Sheffield, United Kingdom
| | - Alison Grainger
- The National Centre for Stereotactic Radiosurgery, Sheffield Teaching Hospitals NHS Foundation Trust, Royal Hallamshire Hospital, Sheffield, United Kingdom
| | - Geza Mezei
- The National Centre for Stereotactic Radiosurgery, Sheffield Teaching Hospitals NHS Foundation Trust, Royal Hallamshire Hospital, Sheffield, United Kingdom
| | - Dev Bhattacharyya
- The National Centre for Stereotactic Radiosurgery, Sheffield Teaching Hospitals NHS Foundation Trust, Royal Hallamshire Hospital, Sheffield, United Kingdom
| | - Esther Buckland
- The National Centre for Stereotactic Radiosurgery, Sheffield Teaching Hospitals NHS Foundation Trust, Royal Hallamshire Hospital, Sheffield, United Kingdom
| | - Katharine Hunt
- The National Centre for Stereotactic Radiosurgery, Sheffield Teaching Hospitals NHS Foundation Trust, Royal Hallamshire Hospital, Sheffield, United Kingdom
| | - Matthias Radatz
- The National Centre for Stereotactic Radiosurgery, Sheffield Teaching Hospitals NHS Foundation Trust, Royal Hallamshire Hospital, Sheffield, United Kingdom
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9
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Hockemeyer KG, Rusthoven CG, Pike LRG. Advances in the Management of Lung Cancer Brain Metastases. Cancers (Basel) 2024; 16:3780. [PMID: 39594735 PMCID: PMC11593022 DOI: 10.3390/cancers16223780] [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: 10/03/2024] [Revised: 11/01/2024] [Accepted: 11/04/2024] [Indexed: 11/28/2024] Open
Abstract
Lung cancer, both non-small cell and small cell, harbors a high propensity for spreading to the central nervous system. Radiation therapy remains the backbone of the management of brain metastases. Recent advances in stereotactic radiosurgery have expanded its indications and ongoing studies seek to elucidate optimal fractionation and coordination with systemic therapies, especially targeted inhibitors with intracranial efficacy. Efforts in whole-brain radiotherapy aim to preserve neurocognition and to investigate the need for prophylactic cranial irradiation. As novel combinatorial strategies are tested and prognostic/predictive biomarkers are identified and tested, the management of brain metastases in lung cancer will become increasingly personalized to optimally balance intracranial efficacy with preserving neurocognitive function and patient values.
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Affiliation(s)
- Kathryn G. Hockemeyer
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Chad G. Rusthoven
- Department of Radiation Oncology, University of Colorado, Aurora, CO 80045, USA
| | - Luke R. G. Pike
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
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10
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Petit C, Tallet A. Brain metastases reirradiation. Cancer Radiother 2024; 28:538-546. [PMID: 39406603 DOI: 10.1016/j.canrad.2024.09.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2024] [Revised: 09/11/2024] [Accepted: 09/12/2024] [Indexed: 11/03/2024]
Abstract
The advances in cancer screening and therapies have allowed the improvement of metastatic patients' survival, including those with brain metastases. This led to a substantial shift in brain metastases patients' management for whom whole-brain radiation therapy, formerly widely used, has given way to a more focused management in which single- or multifractionated stereotactic radiation therapy now plays a predominant role. Although stereotactic radiation therapy offers excellent local control rates (70 to 90%), it does not prevent brain recurrence outside the radiation field, which is all the more frequent the higher the number of initial metastases and the longer the patient's survival. In the case of brain recurrence after irradiation, therapeutic options will depend both on the previous treatment and on the features of the recurrence. This article aims to review the available data on the efficacy and tolerability of various reirradiation schemes in different clinical situations.
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Affiliation(s)
- Claire Petit
- Département d'oncologie-radiothérapie, institut Paoli-Calmettes, Marseille, France
| | - Agnès Tallet
- Département d'oncologie-radiothérapie, institut Paoli-Calmettes, Marseille, France; UMR1068, Inserm, Centre de recherche en cancérologie de Marseille (CRCM), Marseille, France.
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11
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Whitfield GA, Bulbeck H, Clifton-Hadley L, Edwards D, Jefferies S, Jenkinson MD, Griffin M, Handley J, Megias D, Sanghera P, Shaffer R, Short S, Wilson W. A Randomised Phase II Trial of Hippocampal Sparing Versus Conventional Whole Brain Radiotherapy After Surgical Resection or Radiosurgery in Favourable Prognosis Patients With 1-10 Brain Metastases. Clin Oncol (R Coll Radiol) 2024; 36:681-689. [PMID: 39030085 DOI: 10.1016/j.clon.2024.07.001] [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: 03/26/2024] [Revised: 06/25/2024] [Accepted: 07/02/2024] [Indexed: 07/21/2024]
Abstract
AIMS To assess in patients with 1-10 brain metastases, each of which has been treated by neurosurgery or stereotactic radiosurgery, whether hippocampal sparing whole brain radiotherapy (HS-WBRT) better spares neurocognitive function (NCF) than standard WBRT. Further, to assess whether a phase III randomised trial of HS-WBRT would be feasible in the UK. MATERIALS AND METHODS A multicentre, randomised, open label phase II trial was undertaken, randomising patients to 30Gy in 10 fractions of WBRT or HS-WBRT. The primary endpoint was decline in Total recall using Hopkins Verbal Learning Test Revised (HVLT-R) at 4 months post treatment. To assess this, we aimed to recruit 84 patients over 3 years. Secondary endpoints included further measures of NCF, quality of life, duration of functional independence, local control of treated metastases, development of new metastases, disease control within the hippocampal regions, overall survival, steroid and antiepileptic medication requirements, and toxicity. RESULTS The trial closed prematurely due to slower than anticipated recruitment. From April 2016 to January 2018, 23 patients were randomised. Follow up was a median of 25 months. Fifteen patients (6 WBRT, 9 HS-WBRT) were assessed for the primary endpoint; of these, 1 in each arm experienced significant decline in the 4-month HVLT-R Total recall score (p = 0.8). Patients in the HS-WBRT arm experienced less insomnia (p < 0.01) and drowsiness (p < 0.01). There were no differences in other secondary endpoints. CONCLUSION A phase III randomised trial of HS-WBRT was shown not to be feasible at this time in the UK. As most randomised trials of HS-WBRT reported to date share common endpoints, including NCF, an individual patient data meta-analysis should be undertaken.
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Affiliation(s)
- G A Whitfield
- The University of Manchester, Manchester Academic Health Science Centre, The Christie NHS Foundation Trust, Manchester, UK.
| | - H Bulbeck
- Brainstrust - the Brain Cancer People, Cowes, Isle of Wight, UK
| | - L Clifton-Hadley
- Cancer Research UK and University College London (CR UK and UCL) Cancer Trials Centre, University College London, London, UK
| | - D Edwards
- Cancer Research UK and University College London (CR UK and UCL) Cancer Trials Centre, University College London, London, UK
| | - S Jefferies
- Cambridge University Hospitals NHS Foundation Trust, Box 193, Hills Road, Cambridge, UK
| | - M D Jenkinson
- The Walton Centre NHS Foundation Trust, Lower Lane, Fazakerley, Liverpool, UK; Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Brownlow Hill, Liverpool, UK
| | - M Griffin
- Department of Oncology, Nottingham University Hospitals NHS Trust, Nottingham, UK
| | - J Handley
- The Christie NHS Foundation Trust, Manchester, UK
| | - D Megias
- Department of Clinical Oncology, Mount Vernon Cancer Centre, Northwood, UK
| | - P Sanghera
- Hall-Edwards Radiotherapy Research Group, Cancer Centre, Queen Elizabeth Hospital, Birmingham, UK
| | - R Shaffer
- GenesisCare, Cromwell Hospital, 164-178 Cromwell Rd, Kensington, London SW5 0TU, UK
| | - S Short
- Leeds Institute of Medical Research at St. James's, St. James's University Hospital, Leeds, UK
| | - W Wilson
- Cancer Research UK and University College London (CR UK and UCL) Cancer Trials Centre, University College London, London, UK
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12
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Ikawa T, Kanayama N, Arita H, Takano K, Sakai M, Morimoto M, Tanaka K, Yoshino Y, Tamenaga S, Konishi K. Multifraction stereotactic radiotherapy utilizing inhomogeneous dose distribution for brainstem metastases: a single-center retrospective analysis. JOURNAL OF RADIATION RESEARCH 2024; 65:658-666. [PMID: 39154372 PMCID: PMC11420839 DOI: 10.1093/jrr/rrae057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/23/2024] [Revised: 07/10/2024] [Indexed: 08/20/2024]
Abstract
Brainstem metastases are challenging to manage owing to the critical neurological structures involved. Although stereotactic radiotherapy (SRT) offers targeted high doses while minimizing damage to adjacent normal tissues, the optimal dose fractionation remains undefined. This study evaluated the efficacy and safety of multifraction SRT with an inhomogeneous dose distribution. This retrospective study included 31 patients who underwent 33 treatments for 35 brainstem lesions using linear accelerator-based multifraction SRT (30 Gy in five fractions, 35 Gy in five fractions or 42 Gy in 10 fractions) with an inhomogeneous dose distribution (median isodose, 51.9%). The outcomes of interest were local failure, toxicity and symptomatic failure. The median follow-up time after brainstem SRT for a lesion was 18.6 months (interquartile range, 10.0-24.3 months; range, 1.8-39.0 months). Grade 2 toxicities were observed in two lesions, and local failure occurred in three lesions. No grade 3 or higher toxicities were observed. The 1-year local and symptomatic failure rates were 8.8 and 16.7%, respectively. Toxicity was observed in two of seven treatments with a gross tumor volume (GTV) greater than 1 cc, whereas no toxicity was observed in treatments with a GTV less than 1 cc. No clear association was observed between the biologically effective dose of the maximum brainstem dose and the occurrence of toxicity. Our findings indicate that multifraction SRT with an inhomogeneous dose distribution offers a favorable balance between local control and toxicity in brainstem metastases. Larger multicenter studies are needed to validate these results and determine the optimal dose fractionation.
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Affiliation(s)
- Toshiki Ikawa
- Department of Radiation Oncology, Osaka International Cancer Institute, 3-1-69 Otemae, Chuo-ku, Osaka 541-8567, Japan
| | - Naoyuki Kanayama
- Department of Radiation Oncology, Osaka International Cancer Institute, 3-1-69 Otemae, Chuo-ku, Osaka 541-8567, Japan
| | - Hideyuki Arita
- Department of Neurosurgery, Osaka International Cancer Institute, 3-1-69 Otemae, Chuo-ku, Osaka 541-8567, Japan
| | - Koji Takano
- Department of Neurosurgery, Osaka International Cancer Institute, 3-1-69 Otemae, Chuo-ku, Osaka 541-8567, Japan
| | - Mio Sakai
- Department of Diagnostic and Interventional Radiology, Osaka International Cancer Institute, 3-1-69 Otemae, Chuo-ku, Osaka 541-8567, Japan
| | - Masahiro Morimoto
- Department of Radiation Oncology, Osaka International Cancer Institute, 3-1-69 Otemae, Chuo-ku, Osaka 541-8567, Japan
| | - Kazunori Tanaka
- Department of Radiation Oncology, Osaka International Cancer Institute, 3-1-69 Otemae, Chuo-ku, Osaka 541-8567, Japan
| | - Yutaro Yoshino
- Department of Radiation Oncology, Osaka International Cancer Institute, 3-1-69 Otemae, Chuo-ku, Osaka 541-8567, Japan
| | - Setsuo Tamenaga
- Department of Radiation Oncology, Osaka International Cancer Institute, 3-1-69 Otemae, Chuo-ku, Osaka 541-8567, Japan
| | - Koji Konishi
- Department of Radiation Oncology, Osaka International Cancer Institute, 3-1-69 Otemae, Chuo-ku, Osaka 541-8567, Japan
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Dharnipragada R, Shah RA, Reynolds M, Dusenbery K, Chen CC. Laser interstitial thermal therapy followed by consolidation stereotactic radiosurgery (LITT-cSRS) in patients with newly diagnosed brain metastasis. J Neurooncol 2024; 169:155-163. [PMID: 38865010 DOI: 10.1007/s11060-024-04712-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Accepted: 05/09/2024] [Indexed: 06/13/2024]
Abstract
INTRODUCTION The efficacy and safety of laser interstitial thermal therapy followed by consolidation radiosurgery (LITT-cSRS) was previously studied in brain metastasis that recurs locally after initial radiosurgery (BMRS). Here, we characterize the clinical outcome of LITT-cSRS in patients with newly diagnosed brain metastasis. METHODS Between 2017 and 2023, ten consecutive cancer patients with newly diagnosed brain mass of unclear etiology who underwent stereotactic needle biopsy (SNB) and LITT in the same setting followed by consolidation SRS (cSRS) with > 6 months follow-up were identified retrospectively. Clinical and imaging outcomes were collected. RESULTS The histology of the BM were: breast cancer (n = 3), melanoma (n = 3), non-cell cell lung cancer (n = 3), colon (n = 1). There were no wound or procedural complications. All patients were discharged home, with a median one-day hospital stay (range: 1-2 days). All patients were off corticosteroid therapy by the one-month follow-up. cSRS were carried out 12-27 days (median of 19 days) after SNB + LITT. There were no subsequent emergency room presentation, 30-day or 90-day re-admission. The Karnofsky Performance Score (KPS) remains stable or improved at the 3 months-follow-up. With a median follow-up of 416 days (13.8 mo; range: 199-1,096 days), there was one local recurrence at 384 days (12.8 mo) post-LITT-cSRS. With exception of this patient with local recurrence, all patients showed decreased FLAIR volume surrounding the LITT-cSRS treated BMRS by the six-month follow-up. CONCLUSIONS To our awareness, this case series represent the first to describe LITT-cSRS in the setting of newly diagnosed BM. The results presented here provide pilot data to support the safety and efficacy of LITT-cSRS and lay the foundation for future studies.
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Affiliation(s)
- Rajiv Dharnipragada
- Medical School, University of Minnesota, University of Minnesota Twin-Cities, Minneapolis, MN, 55455, USA
| | - Rena A Shah
- Oncology & Hematology, Health Partners Park Nicollet, Minneapolis, MN, USA
| | - Margaret Reynolds
- Department of Radiation Oncology, University of Minnesota Twin Cities, Minneapolis, MN, 55455, USA
| | - Kathryn Dusenbery
- Department of Radiation Oncology, University of Minnesota Twin Cities, Minneapolis, MN, 55455, USA
| | - Clark C Chen
- Department of Neurosurgery, Rhode Island Hospital, Warren Alpert Medical School of Brown University, 593 Eddy Street, Providence, RI, 02903, USA.
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14
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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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15
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Cho S, Chu MK. Headache in Brain Tumors. Neurol Clin 2024; 42:487-496. [PMID: 38575261 DOI: 10.1016/j.ncl.2023.12.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/06/2024]
Abstract
The prevalence of brain tumors in patients with headache is very low; however, 48% to 71% of patients with brain tumors experience headache. The clinical presentation of headache in brain tumors varies according to age; intracranial pressure; tumor location, type, and progression; headache history; and treatment. Brain tumor-associated headaches can be caused by local and distant traction on pain-sensitive cranial structures, mass effect caused by the enlarging tumor and cerebral edema, infarction, hemorrhage, hydrocephalus, and tumor secretion. This article reviews the current findings related to epidemiologic details, clinical manifestations, mechanisms, diagnostic approaches, and management of headache in association with brain tumors.
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Affiliation(s)
- Soomi Cho
- Department of Neurology, Yonsei University College of Medicine, Republic of Korea
| | - Min Kyung Chu
- Department of Neurology, Yonsei University College of Medicine, Republic of Korea.
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16
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Demir H, Doğan B, Günbey HP, Işık N, Yaprak G. Predictors of local control after robotic stereotactic radiotherapy for brain metastases: 10-years-experience after Cyberknife installation. ANZ J Surg 2024; 94:833-839. [PMID: 37984534 DOI: 10.1111/ans.18786] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2023] [Revised: 11/07/2023] [Accepted: 11/09/2023] [Indexed: 11/22/2023]
Abstract
BACKGROUND To evaluate the factors influencing brain metastases (BM) local control (LC) after stereotactic radiotherapy (SRT). METHODS Between 2010 and 2020, a cohort of 145 patients (246 BM) treated consecutively with robotic radiosurgery was analysed. RESULTS Median age was 61 years (range, 29-90 years). Median radiological follow-up of the lesions was 21.7 months (range, 3-115 months). The mean overall survival and LC were 33.0 and 82.7 months, respectively. On univariate analysis, sex, primary cancer site, histological type, use of systemic steroids, maximum diameter, volume, early MRI response, isodose line, number of fractions, BED10 value, and BED10 value proportional to volume and maximum diameter were significant factors for LC. On multivariate analysis, female sex (hazard ratio [HR]: 2.10 P: 0.035), adenocarcinoma histology (HR: 6.54 P: 0.001), no steroid use (HR: 3.60 P: 0.001), maximum diameter (≤1 cm) (HR: 2.64 P: 0.018), complete response of lesion at first follow-up MRI compared to stable or progressive disease (HR: 4.20, P = 0.024; HR: 19.15, P < 0.001), isodose line (≥90%) (HR: 2.00 P: 0.036), and tumour volume (PTV ≤2 cc) (HR: 5.19 P: 0.001) were independent factors improving LC. CONCLUSIONS SRT is an effective treatment for patients with a limited number of BM with a high LC rate. There are many factors related to the patient, tumour, and radiotherapy plan that have an impact on LC after SRT in brain metastases. These results warrant further investigation in a prospective setting.
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Affiliation(s)
- Harun Demir
- Department of Radiation Oncology, Konya City Hospital, Konya, Turkey
| | - Bedriye Doğan
- Department of Radiation Oncology, Faculty of Medicine, Inonu University, Malatya, Turkey
| | - Hediye Pınar Günbey
- Department of Radiology, Kartal Dr. Lutfi Kirdar City Hospital, Istanbul, Turkey
| | - Naciye Işık
- Department of Radiation Oncology, Kartal Dr. Lutfi Kırdar City Hospital, İstanbul, Turkey
| | - Gökhan Yaprak
- Department of Radiation Oncology, Kartal Dr. Lutfi Kırdar City Hospital, İstanbul, Turkey
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17
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Ortiz de Mendivil A, Martín-Medina P, García-Cañamaque L, Jiménez-Munarriz B, Ciérvide R, Diamantopoulos J. Challenges in radiological evaluation of brain metastases, beyond progression. RADIOLOGIA 2024; 66:166-180. [PMID: 38614532 DOI: 10.1016/j.rxeng.2024.03.003] [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: 11/15/2022] [Accepted: 04/02/2023] [Indexed: 04/15/2024]
Abstract
MRI is the cornerstone in the evaluation of brain metastases. The clinical challenges lie in discriminating metastases from mimickers such as infections or primary tumors and in evaluating the response to treatment. The latter sometimes leads to growth, which must be framed as pseudo-progression or radionecrosis, both inflammatory phenomena attributable to treatment, or be considered as recurrence. To meet these needs, imaging techniques are the subject of constant research. However, an exponential growth after radiotherapy must be interpreted with caution, even in the presence of results suspicious of tumor progression by advanced techniques, because it may be due to inflammatory changes. The aim of this paper is to familiarize the reader with inflammatory phenomena of brain metastases treated with radiotherapy and to describe two related radiological signs: "the inflammatory cloud" and "incomplete ring enhancement", in order to adopt a conservative management with close follow-up.
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Affiliation(s)
- A Ortiz de Mendivil
- Servicio de Radiodiagnóstico, Sección de Neurorradiología, Hospital Universitario HM Sanchinarro, Madrid, Spain.
| | - P Martín-Medina
- Servicio de Radiodiagnóstico, Sección de Neurorradiología, Hospital Universitario HM Sanchinarro, Madrid, Spain
| | | | - B Jiménez-Munarriz
- Servicio de Oncología Médica, Hospital Universitario HM Sanchinarro, Madrid, Spain
| | - R Ciérvide
- Servicio de Oncología Radioterápica, Hospital Universitario HM Sanchinarro, Madrid, Spain
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18
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Kim EK, Kim SY, Park JW, Park J, Yea JW, Jo YY, Oh SA. Evaluating the Efficacy of Machine Performance Checks as an Alternative to Winston-Lutz Quality Assurance Testing in the TrueBeam Linear Accelerator with HyperArc. Diagnostics (Basel) 2024; 14:410. [PMID: 38396449 PMCID: PMC10887750 DOI: 10.3390/diagnostics14040410] [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: 01/03/2024] [Revised: 02/07/2024] [Accepted: 02/08/2024] [Indexed: 02/25/2024] Open
Abstract
HyperArc is a preferred technique for treating brain metastases, employing a single isocenter for multiple lesions. Geometrical isocentricity in the TrueBeam linear accelerator with HyperArc is crucial. We evaluated machine performance checks (MPCs) as an alternative to the Winston-Lutz (WL) test to verify the treatment isocenter. Between January and July 2023, we assessed 53 data points using MPC and Winston-Lutz tests. The isocenter size obtained from the MPC and its sum, including the rotation-induced couch shift, were compared with the maximum total delta value from the Winston-Lutz test. The maximum total delta was 0.68 ± 0.10 mm, while the isocenter size was 0.28 ± 0.02 mm. The sum of the isocenter size and rotation-induced couch shift measured by MPC was 0.61 ± 0.03 mm. During the Winston-Lutz test (without couch rotation), the maximum total delta value was 0.56 ± 0.13 mm. A t-test analysis revealed a significant difference in the isocenter size averages between the Winston-Lutz and MPC outcomes, whereas the Pearson's correlation coefficient yielded no correlation. Our study highlights the necessity for separate MPC and Winston-Lutz tests for isocenter verification. Therefore, the Winston-Lutz test should precede stereotactic radiosurgery for isocenter verification.
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Affiliation(s)
- Eun Kyu Kim
- Department of Physics, Yeungnam University, Gyeongsan 38541, Republic of Korea; (E.K.K.); (S.Y.K.)
- Department of Radiation Oncology, Yeungnam University Medical Center, Daegu 42415, Republic of Korea; (J.W.P.); (J.P.); (J.W.Y.); (Y.Y.J.)
| | - Sung Yeop Kim
- Department of Physics, Yeungnam University, Gyeongsan 38541, Republic of Korea; (E.K.K.); (S.Y.K.)
- Department of Radiation Oncology, Yeungnam University Medical Center, Daegu 42415, Republic of Korea; (J.W.P.); (J.P.); (J.W.Y.); (Y.Y.J.)
| | - Jae Won Park
- Department of Radiation Oncology, Yeungnam University Medical Center, Daegu 42415, Republic of Korea; (J.W.P.); (J.P.); (J.W.Y.); (Y.Y.J.)
- Department of Radiation Oncology, Yeungnam University College of Medicine, Daegu 42415, Republic of Korea
| | - Jaehyeon Park
- Department of Radiation Oncology, Yeungnam University Medical Center, Daegu 42415, Republic of Korea; (J.W.P.); (J.P.); (J.W.Y.); (Y.Y.J.)
- Department of Radiation Oncology, Yeungnam University College of Medicine, Daegu 42415, Republic of Korea
| | - Ji Woon Yea
- Department of Radiation Oncology, Yeungnam University Medical Center, Daegu 42415, Republic of Korea; (J.W.P.); (J.P.); (J.W.Y.); (Y.Y.J.)
- Department of Radiation Oncology, Yeungnam University College of Medicine, Daegu 42415, Republic of Korea
| | - Yoon Young Jo
- Department of Radiation Oncology, Yeungnam University Medical Center, Daegu 42415, Republic of Korea; (J.W.P.); (J.P.); (J.W.Y.); (Y.Y.J.)
- Department of Radiation Oncology, Yeungnam University College of Medicine, Daegu 42415, Republic of Korea
| | - Se An Oh
- Department of Radiation Oncology, Yeungnam University Medical Center, Daegu 42415, Republic of Korea; (J.W.P.); (J.P.); (J.W.Y.); (Y.Y.J.)
- Department of Radiation Oncology, Yeungnam University College of Medicine, Daegu 42415, Republic of Korea
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19
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Moon HC, Min BJ, Park YS. Can we predict overall survival using machine learning algorithms at 3-months for brain metastases from non-small cell lung cancer after gamma knife radiosurgery? Medicine (Baltimore) 2024; 103:e37084. [PMID: 38306551 PMCID: PMC10843515 DOI: 10.1097/md.0000000000037084] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Accepted: 01/05/2024] [Indexed: 02/04/2024] Open
Abstract
Gamma knife radiosurgery (GRKS) is widely used for patients with brain metastases; however, predictions of overall survival (OS) within 3-months post-GKRS remain imprecise. Specifically, more than 10% of non-small cell lung cancer (NSCLC) patients died within 8 weeks of post-GKRS, indicating potential overtreatment. This study aims to predict OS within 3-months post-GKRS using machine learning algorithms, and to identify prognostic features in NSCLC patients. We selected 120 NSCLC patients who underwent GKRS at Chungbuk National University Hospital. They were randomly assigned to training group (n = 80) and testing group (n = 40) with 14 features considered. We used 3 machine learning (ML) algorithms (Decision tree, Random forest, and Boosted tree classifier) to predict OS within 3-months for NSCLC patients. And we extracted important features and permutation features. Data validation was verified by physician and medical physicist. The accuracy of the ML algorithms for predicting OS within 3-months was 77.5% for the decision tree, 72.5% for the random forest, and 70% for the boosted tree classifier. The important features commonly showed age, receiving chemotherapy, and pretreatment each algorithm. Additionally, the permutation features commonly showed tumor volume (>10 cc) and age as critical factors each algorithm. The decision tree algorithm exhibited the highest accuracy. Analysis of the decision tree visualized data revealed that patients aged (>71 years) with tumor volume (>10 cc) were increased risk of mortality within 3-months. The findings suggest that ML algorithms can effectively predict OS within 3-months and identify crucial features in NSCLC patients. For NSCLC patients with poor prognoses, old age, and large tumor volumes, GKRS may not be a desirable treatment.
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Affiliation(s)
- Hyeong Cheol Moon
- Department of Neurosurgery, Gamma Knife Icon Center, Chungbuk National University Hospital, Cheongju, Republic of Korea
| | - Byung Jun Min
- Department of Radiation Oncology, Chungbuk National University Hospital, Cheongju, Republic of Korea
| | - Young Seok Park
- Department of Neurosurgery, Gamma Knife Icon Center, Chungbuk National University Hospital, Cheongju, Republic of Korea
- Department of Neurosurgery, Chungbuk National University, Cheongju, Republic of Korea
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20
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Jiani SL, Karlsson B, Vellayappan B, Ang Y, Wu P, Yeo TT, Nga V. Is Gamma Knife surgery, omitting adjunct whole brain radiation treatment, feasible for patients with 20 or more brain metastases? Neurooncol Adv 2024; 6:vdae047. [PMID: 38873531 PMCID: PMC11170483 DOI: 10.1093/noajnl/vdae047] [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] [Indexed: 06/15/2024] Open
Abstract
Background The importance of the number of brain metastases (BM) when deciding between whole brain radiation treatment (WBRT) and radiosurgery is controversial. We hypothesized that the number of BM is of limited importance when deciding radiation strategy, and offered Gamma Knife surgery (GKS) also for selected patients with 20 or more BM. Methods The outcome following single session GKS for 75 consecutive patients harboring 20 or more (20+) BM was analyzed. Data was collected both retro- and prospectively. Results The median survival time was 9 months. Two grade 3 complications occurred, 1 resolved and 1 did not. Sex and clinical condition at the time of GKS (ECOG value) were the only parameters significantly related to survival time. Eighteen patients developed leptomeningeal dissemination with or without distant recurrences (DR), and another 32 patients developed DR a total of 73 times. DR was managed with GKS 24 times, with WBRT 3 times and with systemic treatment or best supportive care 46 times. The median time to developing DR was unrelated to the number of BM, but significantly longer for patients older than 65 years, as well as for patients with NSCLC. Conclusions GKS is a reasonable treatment option for selected patients with 20 or more BM. It is better to decide the optimal management of post-GKS intracranial disease progression once it occurs rather than trying to prevent it by using adjunct WBRT.
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Affiliation(s)
- Sherry Liu Jiani
- Department of Surgery, Division of Neurosurgery, National University Hospital, Singapore, Singapore
| | - Bengt Karlsson
- Department of Surgery, Division of Neurosurgery, National University Hospital, Singapore, Singapore
| | | | - Yvonne Ang
- Department of Medical Oncology, National University Hospital, Singapore, Singapore
| | - Peng Wu
- Department of Radiology, National University Hospital, Singapore, Singapore
| | - Tseng Tsai Yeo
- Department of Surgery, Division of Neurosurgery, National University Hospital, Singapore, Singapore
| | - Vincent Nga
- Department of Surgery, Division of Neurosurgery, National University Hospital, Singapore, Singapore
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21
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Mehkri Y, Windermere SA, Still MEH, Yan SC, Goutnik M, Melnick K, Doonan B, Ghiaseddin AP, Rahman M. The Safety and Efficacy of Concurrent Immune Checkpoint Blockade and Stereotactic Radiosurgery Therapy with Practitioner and Researcher Recommendations. World Neurosurg 2024; 181:e133-e153. [PMID: 37739175 DOI: 10.1016/j.wneu.2023.09.042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2023] [Accepted: 09/11/2023] [Indexed: 09/24/2023]
Abstract
BACKGROUND Immune checkpoint inhibitors (ICIs) have shown growing promise in the treatment of brain metastases, especially combined with stereotactic radiosurgery (SRS). The combination of ICIs with SRS has been studied for efficacy as well as increasing radiation necrosis risks. In this review, we compare clinical outcomes of radiation necrosis, intracranial control, and overall survival between patients with brain metastases treated with either SRS alone or SRS-ICI combination therapy. METHODS A literature search of PubMed, Scopus, Embase, Web of Science, and Cochrane was performed in May 2023 for articles comparing the safety and efficacy of SRS/ICI versus SRS-alone for treating brain metastases. RESULTS The search criteria identified 1961 articles, of which 48 met inclusion criteria. Combination therapy with SRS and ICI does not lead to significant increases in incidence of radiation necrosis either radiographically or symptomatically. Overall, no difference was found in intracranial control between SRS-alone and SRS-ICI combination therapy. Combination therapy is associated with increased median overall survival. Notably, some comparative studies observed decreased neurologic deaths, challenging presumptions that improved survival is due to greater systemic control. The literature supports SRS-ICI administration within 4 weeks of another for survival but remains inconclusive, requiring further study for other outcome measures. CONCLUSIONS Combination SRS-ICI therapy is associated with significant overall survival benefit for patients with brain metastases without significantly increasing radiation necrosis risks compared to SRS alone. Although intracranial control rates appear to be similar between the 2 groups, timing of treatment delivery may improve control rates and demands further study attention.
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Affiliation(s)
- Yusuf Mehkri
- Lillian S. Wells Department of Neurosurgery, University of Florida, Gainesville, Florida, USA
| | | | - Megan E H Still
- Lillian S. Wells Department of Neurosurgery, University of Florida, Gainesville, Florida, USA
| | - Sandra C Yan
- Lillian S. Wells Department of Neurosurgery, University of Florida, Gainesville, Florida, USA
| | - Michael Goutnik
- Lillian S. Wells Department of Neurosurgery, University of Florida, Gainesville, Florida, USA
| | - Kaitlyn Melnick
- Lillian S. Wells Department of Neurosurgery, University of Florida, Gainesville, Florida, USA
| | - Bently Doonan
- Lillian S. Wells Department of Neurosurgery, University of Florida, Gainesville, Florida, USA
| | - Ashley P Ghiaseddin
- Lillian S. Wells Department of Neurosurgery, University of Florida, Gainesville, Florida, USA
| | - Maryam Rahman
- Lillian S. Wells Department of Neurosurgery, University of Florida, Gainesville, Florida, USA
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22
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Rozati H, Chen J, Williams M. Overall survival following stereotactic radiosurgery for ten or more brain metastases: a systematic review and meta-analysis. BMC Cancer 2023; 23:1004. [PMID: 37858075 PMCID: PMC10585836 DOI: 10.1186/s12885-023-11452-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Accepted: 09/26/2023] [Indexed: 10/21/2023] Open
Abstract
BACKGROUND Brain metastases are the most common intracranial tumours. Variation exists in the use of stereotactic radiosurgery for patients with 10 or more brain metastases. Concerns include an increasing number of brain metastases being associated with poor survival, the lack of prospective, randomised data and an increased risk of toxicity. METHODS We performed a systematic review and meta-analysis to assess overall survival of patients with ten or more brain metastases treated with stereotactic radiosurgery as primary therapy. The search strings were applied to MEDLINE, Embase and the Cochrane Central Register of Controlled Trials (CENTRAL). Log hazard ratios and standard errors were estimated from each included study. A random-effects meta-analysis using the DerSimonian and Laird method was applied using the derived log hazard ratios and standard errors on studies which included a control group. RESULTS 15 studies were included for systematic review. 12 studies were used for pooled analysis for overall survival at set time points, with a predicted 12 month survival of 20-40%. The random-effects meta-analysis in five studies of overall survival comparing ten or greater metastases against control showed statistically worse overall survival in the 10 + metastases group (1.10, 95% confidence interval 1.03-1.18, p-value = < 0.01, I2 = 6%). A funnel plot showed no evidence of bias. There was insufficient information for a meta-analysis of toxicity. DISCUSSION Overall survival outcomes of patients with ten or more brain metastases treated with SRS is acceptable and should not be a deterrent for its use. There is a lack of prospective data and insufficient real-world data to draw conclusions on toxicity. PROSPERO ID CRD42021246115.
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Affiliation(s)
- Hamoun Rozati
- London Gamma Knife Centre, Platinum Medical Centre, Wellington Hospital, Lodge Road, London, UK
- Computational Oncology Group, Department of Surgery and Cancer, Imperial College London, London, UK
| | - Jiarong Chen
- Computational Oncology Group, Department of Surgery and Cancer, Imperial College London, London, UK
- Clinical Experimental Center, Jiangmen Key Laboratory of Clinical Biobanks and Translational Research, Jiangmen Central Hospital, Jiangmen, 529030, China
| | - Matt Williams
- Computational Oncology Group, Department of Surgery and Cancer, Imperial College London, London, UK.
- Department of Radiotherapy, Charing Cross Hospital, Imperial College Healthcare NHS Trust, London, UK.
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23
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Lee SH. Selecting the Appropriate Radiation Therapy Technique for Extensive Brain Metastases from Tens to Hundreds: Should the Latest Technique Always Be the Best Option? MEDICINA (KAUNAS, LITHUANIA) 2023; 59:1815. [PMID: 37893533 PMCID: PMC10608536 DOI: 10.3390/medicina59101815] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Revised: 09/25/2023] [Accepted: 10/10/2023] [Indexed: 10/29/2023]
Abstract
Brain metastases (BMs) are one of the most common metastatic lesions in adult cancer patients and the most common intracranial neoplasms in adult patients. Especially for multiple BMs, historically, whole-brain radiotherapy (WBRT) has been performed as the mainstay of therapy, which improves neurological symptoms and median survival. However, WBRT could negatively impact the patient's quality of life due to late complications. Owing to these complications, attempts have been made to use the latest radiotherapy (LRT) such as stereotactic radiosurgery (SRS) and intensity-modulated radiotherapy (IMRT) to treat BMs. However, for the extensive BMs (ranging from tens to hundreds), there are currently no prospective studies comparing WBRT with LRT such as IMRT or SRS. For extensive brain metastases, LRT cannot be the best option. Instead, upfront WBRT should be considered given its advantages and disadvantages, rather than LRT. We hope that faster and more reliable LRT for extensive BMs will be applicable for clinical practice without any clinical concerns in the near future.
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Affiliation(s)
- Seok Ho Lee
- Department of Radiation Oncology, Gil Medical Center, Gachon University College of Medicine, Incheon 21565, Republic of Korea
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24
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Kuntz L, Le Fèvre C, Jarnet D, Keller A, Meyer P, Mazzara C, Cebula H, Noel G, Antoni D. Repeated Stereotactic Radiotherapy for Local Brain Metastases Failure or Distant Brain Recurrent: A Retrospective Study of 184 Patients. Cancers (Basel) 2023; 15:4948. [PMID: 37894315 PMCID: PMC10605441 DOI: 10.3390/cancers15204948] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Revised: 10/09/2023] [Accepted: 10/10/2023] [Indexed: 10/29/2023] Open
Abstract
BACKGROUND The main advantages of stereotactic radiotherapy (SRT) are to delay whole-brain radiotherapy (WBRT) and to deliver ablative doses. Despite this efficacy, the risk of distant brain metastases (BM) one year after SRT ranges from 26% to 77% and 20 to 40% of patients required salvage treatment. The role and consequences of reirradiation remain unclear, particularly in terms of survival. The objective was to study overall survival (OS) and neurological death-free survival (NDFS) and to specify the prognostic factors of long-term survival. METHODS we retrospectively reviewed the data of patients treated between 2010 and 2020 with at least two courses of SRT without previous WBRT. RESULTS In total, 184 patients were treated for 915 BMs with two-to-six SRT sessions. Additional SRT sessions were provided for local (5.6%) or distant (94.4%) BM recurrence. The median number of BMs treated per SRT was one with a median of four BMs in total. The mean time between the two SRT sessions was 8.9 months (95%CI 7.7-10.1) and there was no significant difference in the delay between the two sessions. The 6-, 12- and 24-month NDFS rates were 97%, 82% and 52%, respectively. The 6-, 12- and 24-month OS rates were 91%, 70% and 38%, respectively. OS was statistically related to the number of SRT sessions (HR = 0.48; p < 0.01), recursive partitioning analysis (HR = 1.84; p = 0.01), salvage WBRT (HR = 0.48; p = 0.01) and brain metastasis velocity (high: HR = 13.83; p < 0.01; intermediate: HR = 4.93; p < 0.01). CONCLUSIONS Lung cancer and melanoma were associated with a lower NDFS compared to breast cancer. A low KPS, a low number of SRT sessions, synchronous extracerebral metastases, synchronous BMs, extracerebral progression at SRT1, a high BMV grade, no WBRT and local recurrence were also associated with a lower NDFS. A high KPS at SRT1 and low BMV grade are prognostic factors for better OS, regardless of the number of BM recurrence events.
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Affiliation(s)
- Laure Kuntz
- Department of Radiation Oncology, Institut de Cancérologie Strasbourg Europe (ICANS), UNICANCER, Paul Strauss Comprehensive Cancer Center, 17 Rue Albert Calmette, 67200 Strasbourg, France; (L.K.); (C.L.F.); (A.K.); (D.A.)
| | - Clara Le Fèvre
- Department of Radiation Oncology, Institut de Cancérologie Strasbourg Europe (ICANS), UNICANCER, Paul Strauss Comprehensive Cancer Center, 17 Rue Albert Calmette, 67200 Strasbourg, France; (L.K.); (C.L.F.); (A.K.); (D.A.)
| | - Delphine Jarnet
- Department of Medical Physics, Institut de Cancérologie Strasbourg Europe (ICANS), UNICANCER, Paul Strauss Comprehensive Cancer Center, 17 Rue Albert Calmette, 67200 Strasbourg, France; (D.J.); (P.M.); (C.M.)
| | - Audrey Keller
- Department of Radiation Oncology, Institut de Cancérologie Strasbourg Europe (ICANS), UNICANCER, Paul Strauss Comprehensive Cancer Center, 17 Rue Albert Calmette, 67200 Strasbourg, France; (L.K.); (C.L.F.); (A.K.); (D.A.)
| | - Philippe Meyer
- Department of Medical Physics, Institut de Cancérologie Strasbourg Europe (ICANS), UNICANCER, Paul Strauss Comprehensive Cancer Center, 17 Rue Albert Calmette, 67200 Strasbourg, France; (D.J.); (P.M.); (C.M.)
| | - Christophe Mazzara
- Department of Medical Physics, Institut de Cancérologie Strasbourg Europe (ICANS), UNICANCER, Paul Strauss Comprehensive Cancer Center, 17 Rue Albert Calmette, 67200 Strasbourg, France; (D.J.); (P.M.); (C.M.)
| | - Hélène Cebula
- Neurosurgery Department, Hôpitaux Universitaires de Strasbourg, 1, Avenue Molière, 67098 Strasbourg, France;
| | - Georges Noel
- Department of Radiation Oncology, Institut de Cancérologie Strasbourg Europe (ICANS), UNICANCER, Paul Strauss Comprehensive Cancer Center, 17 Rue Albert Calmette, 67200 Strasbourg, France; (L.K.); (C.L.F.); (A.K.); (D.A.)
| | - Delphine Antoni
- Department of Radiation Oncology, Institut de Cancérologie Strasbourg Europe (ICANS), UNICANCER, Paul Strauss Comprehensive Cancer Center, 17 Rue Albert Calmette, 67200 Strasbourg, France; (L.K.); (C.L.F.); (A.K.); (D.A.)
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25
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Faccenda V, Panizza D, Pisoni V, Trivellato S, Daniotti MC, Bianchi SP, De Ponti E, Arcangeli S. Single-Isocenter Linac-Based Radiosurgery for Brain Metastases with Coplanar Arcs: A Dosimetric and Clinical Analysis. Cancers (Basel) 2023; 15:4496. [PMID: 37760466 PMCID: PMC10526167 DOI: 10.3390/cancers15184496] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Revised: 09/04/2023] [Accepted: 09/07/2023] [Indexed: 09/29/2023] Open
Abstract
The efficacy of linac-based SRS/fSRS treatments using the single-isocenter coplanar FFF-VMAT technique for both single and multiple BM was investigated. Seventy patients (129 BM) treated with 15-21 Gy in 1 (n = 59) or 27 Gy in 3 (n = 11) fractions were analyzed. For each fraction, plans involving the intra-fractional errors measured by post-treatment CBCT were recalculated. The relationships of BM size, distance-to-isocenter, and barycenter shift with the difference in target coverage were evaluated. Clinical outcomes were assessed using logistic regression and Kaplan-Meier analysis. The median delivery time was 3.78 min (range, 1.83-9.25). The median post-treatment 3D error was 0.5 mm (range, 0.1-2.7) and the maximum rotational error was 0.3° (range, 0.0-1.3). In single BM patients, the GTV D95% was never reduced by >5%, whereas PTV D95% reductions >1% occurred in only 11 cases (29%). In multiple BM patients, dose deficits >5% and >1% occurred in 2 GTV (2%) and 34 PTV (37%), respectively. The differences in target coverage showed a moderate-to-strong correlation only with barycenter shift. Local failure of at least one treated BM occurred in 13 (21%) patients and the 1-year and 2-year local control rates for all lesions were 94% and 90%, respectively. The implemented workflow ensured that the degradation of target and brain dose metrics in delivered treatments was negligible. Along with encouraging clinical outcomes, these findings warrant a reduction in the PTV margins at our institution.
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Affiliation(s)
- Valeria Faccenda
- Medical Physics Department, Fondazione IRCCS San Gerardo dei Tintori, 20900 Monza, Italy; (V.F.); (D.P.); (S.T.); (M.C.D.); (E.D.P.)
| | - Denis Panizza
- Medical Physics Department, Fondazione IRCCS San Gerardo dei Tintori, 20900 Monza, Italy; (V.F.); (D.P.); (S.T.); (M.C.D.); (E.D.P.)
- School of Medicine and Surgery, University of Milan Bicocca, 20126 Milan, Italy;
| | - Valerio Pisoni
- Radiation Oncology Department, Fondazione IRCCS San Gerardo dei Tintori, 20900 Monza, Italy;
| | - Sara Trivellato
- Medical Physics Department, Fondazione IRCCS San Gerardo dei Tintori, 20900 Monza, Italy; (V.F.); (D.P.); (S.T.); (M.C.D.); (E.D.P.)
| | - Martina Camilla Daniotti
- Medical Physics Department, Fondazione IRCCS San Gerardo dei Tintori, 20900 Monza, Italy; (V.F.); (D.P.); (S.T.); (M.C.D.); (E.D.P.)
| | - Sofia Paola Bianchi
- School of Medicine and Surgery, University of Milan Bicocca, 20126 Milan, Italy;
| | - Elena De Ponti
- Medical Physics Department, Fondazione IRCCS San Gerardo dei Tintori, 20900 Monza, Italy; (V.F.); (D.P.); (S.T.); (M.C.D.); (E.D.P.)
- School of Medicine and Surgery, University of Milan Bicocca, 20126 Milan, Italy;
| | - Stefano Arcangeli
- School of Medicine and Surgery, University of Milan Bicocca, 20126 Milan, Italy;
- Radiation Oncology Department, Fondazione IRCCS San Gerardo dei Tintori, 20900 Monza, Italy;
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26
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de Vocht DE, Schnog JJB, Merkies IS, Samson MJ. Untoward global effects of current guideline formulation of stereotactic radiotherapy for symptomatic brain metastases by international medical societies. LANCET REGIONAL HEALTH. AMERICAS 2023; 25:100584. [PMID: 37681018 PMCID: PMC10480773 DOI: 10.1016/j.lana.2023.100584] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Revised: 08/17/2023] [Accepted: 08/18/2023] [Indexed: 09/09/2023]
Abstract
The quality of evidence leading to new oncological treatments suffers shortcomings, as has recently been addressed for drug approvals. In this 'Personal view', we evaluate the unintended effects of adopting stereotactic radiosurgery as the standard of care for patients with limited number of symptomatic brain metastases and favourable prognostic factors in international guidelines in view of the limitations in the evidence of efficacy and effectiveness, with special focus on countries with relatively limited resources.
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Affiliation(s)
| | - John-John B. Schnog
- Department of Haematology and Medical Oncology, Curaçao Medical Center, Willemstad, Curaçao
- Curaçao Biomedical & Health Research Institute, Willemstad, Curaçao
| | - Ingemar S. Merkies
- Department of Neurology, School of Mental Health and Neuroscience, Maastricht University Medical Center, Maastricht, the Netherlands
- Department of Neurology, Curaçao Medical Center, Willemstad, Curaçao
| | - Michael J. Samson
- Department of Radiation Oncology, Curaçao Medical Center, Willemstad, Curaçao
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27
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Diehl CD, Giordano FA, Grosu AL, Ille S, Kahl KH, Onken J, Rieken S, Sarria GR, Shiban E, Wagner A, Beck J, Brehmer S, Ganslandt O, Hamed M, Meyer B, Münter M, Raabe A, Rohde V, Schaller K, Schilling D, Schneider M, Sperk E, Thomé C, Vajkoczy P, Vatter H, Combs SE. Opportunities and Alternatives of Modern Radiation Oncology and Surgery for the Management of Resectable Brain Metastases. Cancers (Basel) 2023; 15:3670. [PMID: 37509330 PMCID: PMC10377800 DOI: 10.3390/cancers15143670] [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: 04/18/2023] [Revised: 07/10/2023] [Accepted: 07/11/2023] [Indexed: 07/30/2023] Open
Abstract
Postsurgical radiotherapy (RT) has been early proven to prevent local tumor recurrence, initially performed with whole brain RT (WBRT). Subsequent to disadvantageous cognitive sequalae for the patient and the broad distribution of modern linear accelerators, focal irradiation of the tumor has omitted WBRT in most cases. In many studies, the effectiveness of local RT of the resection cavity, either as single-fraction stereotactic radiosurgery (SRS) or hypo-fractionated stereotactic RT (hFSRT), has been demonstrated to be effective and safe. However, whereas prospective high-level incidence is still lacking on which dose and fractionation scheme is the best choice for the patient, further ablative techniques have come into play. Neoadjuvant SRS (N-SRS) prior to resection combines straightforward target delineation with an accelerated post-surgical phase, allowing an earlier start of systemic treatment or rehabilitation as indicated. In addition, low-energy intraoperative RT (IORT) on the surgical bed has been introduced as another alternative to external beam RT, offering sterilization of the cavity surface with steep dose gradients towards the healthy brain. This consensus paper summarizes current local treatment strategies for resectable brain metastases regarding available data and patient-centered decision-making.
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Affiliation(s)
- Christian D Diehl
- Department of Radiation Oncology, Technical University of Munich (TUM), Klinikum rechts der Isar, 81675 München, Germany
- Institute of Radiation Medicine (IRM), Helmholtz Zentrum München, 85764 Neuherberg, Germany
- Deutsches Konsortium für Translationale Krebsforschung (DKTK), Partner Site Munich, 80336 München, Germany
| | - Frank A Giordano
- Department of Radiation Oncology, University Medical Center Mannheim, Medical Faculty Mannheim, Heidelberg University, 68167 Mannheim, Germany
| | - Anca-L Grosu
- Department of Radiation Oncology, University Medical Center, Medical Faculty, 79106 Freiburg, Germany
| | - Sebastian Ille
- Department of Neurosurgery, Faculty of Medicine, Technical University of Munich, 81675 München, Germany
| | - Klaus-Henning Kahl
- Department of Radiation Oncology, University Medical Center Augsburg, 86156 Augsburg, Germany
| | - Julia Onken
- Department of Neurosurgery, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, 10117 Berlin, Germany
- Berlin Institute of Health, Charité-Universitätsmedizin Berlin, 10117 Berlin, Germany
- German Cancer Consortium (DKTK), Partner Site Berlin, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Stefan Rieken
- Department of Radiotherapy and Radiation Oncology, University Medical Center Göttingen, 37075 Göttingen, Germany
- Comprehensive Cancer Center Niedersachsen (CCC-N), 37075 Göttingen, Germany
| | - Gustavo R Sarria
- Department of Radiation Oncology, University Hospital Bonn, University of Bonn, 53127 Bonn, Germany
| | - Ehab Shiban
- Department of Neurosurgery, University Medical Center Augsburg, 86156 Augsburg, Germany
| | - Arthur Wagner
- Department of Neurosurgery, Faculty of Medicine, Technical University of Munich, 81675 München, Germany
| | - Jürgen Beck
- Department of Neurosurgery, University Hospital Freiburg, 79106 Freiburg, Germany
| | - Stefanie Brehmer
- Department of Neurosurgery, University Medical Center Mannheim, Medical Faculty Mannheim, Heidelberg University, 68167 Mannheim, Germany
| | - Oliver Ganslandt
- Neurosurgical Clinic, Klinikum Stuttgart, 70174 Stuttgart, Germany
| | - Motaz Hamed
- Department of Neurosurgery, University Hospital Bonn, 53127 Bonn, Germany
| | - Bernhard Meyer
- Department of Neurosurgery, Faculty of Medicine, Technical University of Munich, 81675 München, Germany
| | - Marc Münter
- Department of Radiation Oncology, Klinikum Stuttgart Katharinenhospital, 70174 Stuttgart, Germany
| | - Andreas Raabe
- Department of Neurosurgery, Inselspital, Bern University Hospital, University of Bern, 3010 Bern, Switzerland
| | - Veit Rohde
- Department of Neurosurgery, Universitätsmedizin Göttingen, 37075 Göttingen, Germany
| | - Karl Schaller
- Department of Neurosurgery, University of Geneva Medical Center & Faculty of Medicine, 1211 Geneva, Switzerland
| | - Daniela Schilling
- Department of Radiation Oncology, Technical University of Munich (TUM), Klinikum rechts der Isar, 81675 München, Germany
- Institute of Radiation Medicine (IRM), Helmholtz Zentrum München, 85764 Neuherberg, Germany
| | - Matthias Schneider
- Department of Neurosurgery, University Hospital Bonn, 53127 Bonn, Germany
| | - Elena Sperk
- Mannheim Cancer Center, University Medical Center Mannheim, Medical Faculty Mannheim, Heidelberg University, 68167 Mannheim, Germany
| | - Claudius Thomé
- Department of Neurosurgery, Medical University of Innsbruck, 6020 Innsbruck, Austria
| | - Peter Vajkoczy
- Department of Neurosurgery, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, 10117 Berlin, Germany
| | - Hartmut Vatter
- Department of Neurosurgery, University Hospital Bonn, 53127 Bonn, Germany
| | - Stephanie E Combs
- Department of Radiation Oncology, Technical University of Munich (TUM), Klinikum rechts der Isar, 81675 München, Germany
- Institute of Radiation Medicine (IRM), Helmholtz Zentrum München, 85764 Neuherberg, Germany
- Deutsches Konsortium für Translationale Krebsforschung (DKTK), Partner Site Munich, 80336 München, Germany
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Bolten JH, Dunst J, Siebert FA. Geometric accuracy in patient positioning for stereotactic radiotherapy of intracranial tumors. Phys Imaging Radiat Oncol 2023; 27:100461. [PMID: 37720460 PMCID: PMC10500024 DOI: 10.1016/j.phro.2023.100461] [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: 01/06/2023] [Revised: 06/20/2023] [Accepted: 06/20/2023] [Indexed: 09/19/2023] Open
Abstract
Background/Purpose This study determines and compares the geometric setup errors between stereoscopic x-ray and kilo-voltage cone beam CT (CBCT) in phantom tests on a linear accelerator (linac) for image-guided (IG) stereotactic radiotherapy of intracranial tumors. Additionally, dose-volume metrics in the target volumes of the setup errors of CBCT were evaluated. Materials/Methods A Winston-Lutz- and an anthropomorphic phantom were used. The mean deviation and root mean square error (RMSE) of CBCT and stereoscopic x-ray were compared. Dose-volume metrics of the planning target volume (PTV) and gross target volume (GTV) for CBCT were calculated. Results The RMSEs in the tests with the Winston-Lutz-Phantom were 0.3 mm, 1.1 mm and 0.3 mm for CBCT and 0.1 mm, 0,1 mm and <0.1 mm for stereoscopic x-ray in the translational dimensions (right-left, anterior-posterior and superior-inferior). The RMSEs in the tests with the anthropomorphic phantom were 0.3 mm, 0.2 mm and 0.1 mm for CBCT and 0.1 mm, 0,1 mm and <0.1 mm for stereoscopic x-ray. The effects on dose-volume metrics of the setup errors of CBCT on the GTV were within 1 % for all considered dose values. The effects on the PTV were within 5 % for all considered dose values. Conclusion Both IG systems provide high accuracy patient positioning within a submillimeter range. The phantom tests exposed a slightly higher accuracy of stereoscopic x-ray than CBCT. The comparison with other studies with a similar purpose emphasizes the importance of individual IG installation quality assurance.
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Affiliation(s)
- Jan-Hendrik Bolten
- Clinic of Radiotherapy (Radiooncology), University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
- Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany
| | - Jürgen Dunst
- Clinic of Radiotherapy (Radiooncology), University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Frank-André Siebert
- Clinic of Radiotherapy (Radiooncology), University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
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Sağlam Y. A novel weight optimized dynamic conformal arcs with TrueBeam™ Linac for very small tumors (≤1 cc) with single isocenter of multiple brain metastases (2≤, ≥4) in stereotactic radiosurgery: A comparison with volumetric modulated arc therapy. J Cancer Res Ther 2023; 19:1297-1304. [PMID: 37787298 DOI: 10.4103/jcrt.jcrt_1829_21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Introduction We evaluated whether improved increase delivery efficiency of weight optimized dynamic conformal arc (WO-DCA) therapy in comparison to volumetric modulated arc therapy (VMAT) with single isocenter for SRS treatment of very small volume and multiple brain metastases (BMs). Materials and Methods 20 patients having a less than 1 cc volume and 2≤, ≥4 of multiple BMs, redesigned for 20 Gy in 1 fraction using WO-DCA and VMAT techniques with double full coplanar and three partial noncoplanar arcs. Plan qualities were compared using tumor coverage, conformity index (CI), gradient index (GI), V4Gy, V10Gy, and V12Gy volumes of brain, monitor units (MUs), and percent of quality assurance pass rate (QA%). Results Both techniques satisfied clinical requirements in coverage and CI. VMAT had a significantly higher MU and mean GI than WO-DCA (for MUs; 2330 vs. 1991; P < 0.001, and for GI; 4.72 vs. 3.39; P < 0.001). WO-DCA was found significantly lower V4Gy (171.11 vs. 232.80 cm3, P < 0.001), V10Gy (25.82 vs. 29.71 cm3, P < 0.05), and V12Gy (14.35 vs. 17.28 cm3, P < 0.05) volumes than VMAT. WO-DCA was associated with markedly increase QA pass rates for all plans (97.65% vs. 92.64%, P < 0.001). Conclusions WO-DCA may be the first choice compared to the VMAT in reducing the dose in the brain and minimizing small-field dosimetric errors for very small SRS treatment of brain metastases in the range of ≤ 1 cc and 2≤, ≥4.
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Affiliation(s)
- Yücel Sağlam
- Department of Radiation Oncology, School of Medicine, Koc University, Topkapi, Istanbul, Turkey
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30
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Merkin RD, Chiang VL, Goldberg SB. Management of patients with brain metastases from NSCLC without a genetic driver alteration: upfront radiotherapy or immunotherapy? Ther Adv Med Oncol 2023; 15:17588359231175438. [PMID: 37275964 PMCID: PMC10233588 DOI: 10.1177/17588359231175438] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Accepted: 04/25/2023] [Indexed: 06/07/2023] Open
Abstract
Lung cancer is the second most common cancer and the most common cause of cancer-related death in the United States. Brain metastases (BM) are detected in 21% of patients with lung cancer at the time of diagnosis and are the sole metastatic site in 35% of patients with stage IV disease. The best upfront therapy for non-small-cell lung cancer depends on both tumor programmed death 1 ligand-1 (PD-L1) expression and the presence or absence of a targetable genetic alteration in genes such as epidermal growth factor receptor and anaplastic lymphoma kinase. In the absence of a targetable genetic alteration, options include chemotherapy, immune checkpoint inhibitors (ICIs), and ICI combined with chemotherapy. Upfront local therapy followed by systemic therapy is the current standard of care for the management of BM, and may include whole brain radiotherapy, stereotactic radiosurgery (SRS), or craniotomy for surgical resection followed by consolidative SRS. This paradigm is effective in achieving local control, but it remains unclear if this approach is necessary for every patient. Prospective and retrospective data suggest that ICIs with or without chemotherapy can have activity against BM; however, appropriately selecting patients who are able to safely forgo local therapy and start an ICI-based treatment remains a challenge. To be considered for upfront ICI-based therapy, a patient should be free of neurologic symptoms, lesions should be small and not located in a critical region of the central nervous system, if corticosteroids are indicated the requirement should be low (prednisone 10 mg/d or less), and PD-L1 expression should be high. The decision to proceed with upfront ICI without local therapy to BM should be made in a multidisciplinary fashion and patients should undergo frequent surveillance imaging so that salvage local therapy can be administered when necessary. Prospective clinical trials are needed to validate this approach before it can be widely adopted.
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Affiliation(s)
- Ross D. Merkin
- Department of Medicine, Section of Medical
Oncology, Yale University School of Medicine, Yale Cancer Center, 333 Cedar
Street, PO Box 208028, New Haven, CT 06520, USA
| | - Veronica L. Chiang
- Department of Medicine, Section of Medical
Oncology, Yale University School of Medicine, Yale Cancer Center, New Haven,
CT, USA
| | - Sarah B. Goldberg
- Department of Neurosurgery, Yale University
School of Medicine, Yale Cancer Center, New Haven, CT, USA
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31
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Ikawa T, Kanayama N, Arita H, Ohira S, Takano K, Hirata T, Morimoto M, Teshima T, Konishi K. Linear accelerator-based stereotactic radiotherapy for brain metastases, including multiple and large lesions, carries a low incidence of acute toxicities: a retrospective analysis. Radiat Oncol 2023; 18:80. [PMID: 37165431 PMCID: PMC10173492 DOI: 10.1186/s13014-023-02262-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: 02/01/2023] [Accepted: 04/11/2023] [Indexed: 05/12/2023] Open
Abstract
BACKGROUND Data on acute toxicities after stereotactic radiotherapy (SRT) for brain metastases, including multiple and large lesions, are lacking. We aimed to evaluate the incidence and nature of toxicities immediately after SRT using a linear accelerator. METHODS This retrospective study reviewed the medical records of 315 patients with brain metastases treated with SRT at our institution between May 2019 and February 2022. In total, 439 SRT sessions were performed for 2161 brain metastases. The outcome of interest was immediate side effects (ISEs), defined as new or worsening symptoms occurring during SRT or within 14 days after the end of SRT. RESULTS Grade ≥ 2 and ≥ 3 ISEs occurred in 16 (3.6%) and 7 (1.6%) cases, respectively. Among 63 treatments for 10 or more lesions (range: 10-40), 1 (1.6%) ISE occurred. Among 22 treatments for lesions with a maximum tumor volume of > 10 cc, 2 (9.1%) ISEs occurred. Grade ≥ 3 ISEs included 1, 4, 1, and 1 cases of grade 3 nausea, grade 3 new-onset partial and generalized seizures, grade 3 obstructive hydrocephalus, and grade 5 intracranial hemorrhage, respectively. ISEs were more common in patients with a larger maximum tumor volume, primary sites other than lung and breast cancer, and pre-treatment neurological symptoms. CONCLUSION SRT using a linear accelerator for brain metastases, including multiple and large lesions, is safe, with a low incidence of ISEs. Serious complications immediately after SRT are rare but possible; therefore, careful follow-up is necessary after treatment initiation.
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Affiliation(s)
- Toshiki Ikawa
- Department of Radiation Oncology, Osaka International Cancer Institute, Osaka, Japan.
| | - Naoyuki Kanayama
- Department of Radiation Oncology, Osaka International Cancer Institute, Osaka, Japan
| | - Hideyuki Arita
- Department of Neurosurgery, Osaka International Cancer Institute, Osaka, Japan
| | - Shingo Ohira
- Department of Radiation Oncology, Osaka International Cancer Institute, Osaka, Japan
| | - Koji Takano
- Department of Neurosurgery, Osaka International Cancer Institute, Osaka, Japan
| | - Takero Hirata
- Department of Radiation Oncology, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Masahiro Morimoto
- Department of Radiation Oncology, Osaka International Cancer Institute, Osaka, Japan
| | | | - Koji Konishi
- Department of Radiation Oncology, Osaka International Cancer Institute, Osaka, Japan
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Rostampour N, Rezaeian S, Sarbakhsh P, Meola A, Choupani J, Doosti-Irani A, Nemati H, Almasi T, Badrigilan S, Chang SD. Efficacy of Stereotactic Radiosurgery as Single or Combined Therapy for Brain Metastasis: A Systematic Review and Meta-Analysis. Crit Rev Oncol Hematol 2023; 186:104015. [PMID: 37146702 DOI: 10.1016/j.critrevonc.2023.104015] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Revised: 03/22/2023] [Accepted: 05/01/2023] [Indexed: 05/07/2023] Open
Abstract
To determine the efficacy of stereotactic radiosurgery (SRS) in treating patients with brain metastases (BMs), a network meta-analysis (NMA) of randomized controlled trials (RCTs) and a direct comparison of cohort studies were performed. Relevant literature regarding the effectiveness of SRS alone and in combination with whole-brain radiotherapy (WBRT) and surgery was retrieved using systematic database searches up to April 2019. The patterns of overall survival (OS), one-year OS, progression-free survival (PFS), one-year local brain control (LBC), one-year distant brain control (DBC), neurological death (ND), and complication rate were analyzed. A total of 18 RCTs and 37 cohorts were included in the meta-analysis. Our data revealed that SRS carried a better OS than SRS+WBRT (p= 0.048) and WBRT (p= 0.041). Also, SRS+WBRT demonstrated a significantly improved PFS, LBC, and DBC compared to WBRT alone and SRS alone. Finally, SRS achieved the same LBC as high as surgery, but intracranial relapse occurred considerably more frequently in the absence of WBRT. However, there were not any significant differences in ND and toxicities between SRS and other groups. Therefore, SRS alone may be a better alternative since increased patient survival may outweigh the increased risk of brain tumor recurrence associated with it.
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Affiliation(s)
- Nima Rostampour
- Department of Medical Physics, School of Medcine, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Shahab Rezaeian
- Research Center for Environmental Determinants of Health (RCEDH), Health Institute, Kermanshah University of Medical Sciences, Kermanshah, Iran; Epidemiology and Biostatistics Department, School of Public Health, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Parvin Sarbakhsh
- Research Center for Environmental Determinants of Health (RCEDH), Health Institute, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Antonio Meola
- Depratment of Neurosurgery, Stanford University School of Medicine, Stanford, California, USA
| | - Jalal Choupani
- Immunology Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Amin Doosti-Irani
- Department of Epidemiology, School of Public Health, Hamadan University of Medical Sciences, Hamadan, Iran
| | - Hossein Nemati
- Department of Epidemiology, School of Health, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Tinoosh Almasi
- Department of Medical Physics, School of Medcine, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Samireh Badrigilan
- Department of Medical Physics, School of Medcine, Kermanshah University of Medical Sciences, Kermanshah, Iran.
| | - Steven D Chang
- Depratment of Neurosurgery, Stanford University School of Medicine, Stanford, California, USA.
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Matsui JK, Perlow HK, Upadhyay R, McCalla A, Raval RR, Thomas EM, Blakaj DM, Beyer SJ, Palmer JD. Advances in Radiotherapy for Brain Metastases. Surg Oncol Clin N Am 2023; 32:569-586. [PMID: 37182993 DOI: 10.1016/j.soc.2023.02.007] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2023]
Abstract
Radiotherapy remains a cornerstone treatment of brain metastases. With new treatment advances, patients with brain metastases are living longer, and finding solutions for mitigating treatment-related neurotoxicity and improving quality of life is important. Historically, whole-brain radiation therapy (WBRT) was widely used but treatment options such as hippocampal sparing WBRT and stereotactic radiosurgery (SRS) have emerged as promising alternatives. Herein, we discuss the recent advances in radiotherapy for brain metastases including the sparing of critical structures that may improve long-term neurocognitive outcomes (eg, hippocampus, fornix) that may improve long-term neurocognitive outcome, evidence supporting preoperative and fractionated-SRS, and treatment strategies for managing radiation necrosis.
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Alkazemi M, Lo YT, Hussein H, Mammi M, Saleh S, Araujo-Lama L, Mommsen S, Pisano A, Lamba N, Bunevicius A, Mekary RA. Laser Interstitial Thermal Therapy for the Treatment of Primary and Metastatic Brain Tumors: A Systematic Review and Meta-Analysis. World Neurosurg 2023; 171:e654-e671. [PMID: 36549438 DOI: 10.1016/j.wneu.2022.12.079] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2022] [Accepted: 12/15/2022] [Indexed: 12/23/2022]
Abstract
BACKGROUND Laser interstitial thermal therapy (LITT) is a minimally invasive treatment option for intracranial tumors that are challenging to treat via traditional methods; however, its safety and efficacy are not yet well validated in the literature. The objectives of the study were to assess the available evidence of the indications and adverse events (AEs) of LITT and 1-year progression-free survival and 1-year overall survival in the treatment of primary and secondary brain tumors. METHODS A comprehensive literature search was conducted through the databases PubMed, Embase, and the Cochrane Library until October 2021. Comparative and descriptive studies, except for case reports, were included in the meta-analysis. Separate analyses by tumor type (high-grade gliomas, including World Health Organization grade 4 astrocytomas [which include glioblastomas] as a specific subgroup; low-grade gliomas; and brain metastases) were conducted. Pooled effect sizes and their 95% confidence intervals (CI) were generated via random-effects models. RESULTS Forty-five studies met the inclusion criteria, yielding 826 patients for meta-analysis. There were 829 lesions in total, of which 361 were classified as high-grade gliomas, 116 as low-grade gliomas, 337 as metastatic brain tumors, and 15 as nonglial tumors. Indications for offering LITT included deep/inaccessible tumor (12 studies), salvage therapy after failed radiosurgery (9), failures of ≥2 treatment options (3), in pediatric patients (4), patient preference (1); indications were nonspecific in 12 studies. Pooled incidence of all (minor or major) procedure-related AEs was 30% (95% CI, 27%-40%) for all tumors. Pooled incidence of neurologic deficits (minor or major) was 16% (12%-22%); postprocedural edema 14% (8%-22%); seizure 6% (4%-9%); hematoma 20% (14%-29%); deep vein thrombosis 19% (11%-30%); hydrocephalus 8% (5%-12%); and wound infection 5% (3%-7%). One-year progression-free survival was 18.6% (11.3%-29.0%) in high-grade gliomas, 16.9% (11.6%-24.0%) among the grade 4 astrocytomas; and 51.2% (36.7%-65.5%) in brain metastases. One-year overall survival was 43.0% (36.0%-50.0%) in high-grade glioma, 45.9% (95% CI, 37.9%-54%) in grade 4 astrocytomas; 93.0% (42.3%-100%) in low-grade gliomas, and 56.3% (47.0%-65.3%) in brain metastases. CONCLUSIONS New neurologic deficits and postprocedural edema were the most reported AEs after LITT, albeit mostly transient. This meta-analysis provides the best statistical estimates of progression and survival outcomes based on the available information. LITT is generally a safe procedure for selected patients, and future well-designed comparative studies on its outcomes versus the current standard of care should be performed.
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Affiliation(s)
- Maha Alkazemi
- Department of Pharmaceutical Business and Administrative Sciences, School of Pharmacy, MCPHS, Boston, Massachusetts, USA
| | - Yu Tung Lo
- Department of Neurosurgery, Computational Neuroscience Outcomes Center (CNOC), Brigham and Women's Hospital, Boston, Massachusetts, USA; Department of Neurosurgery, National Neuroscience Institute, Singapore, Singapore
| | - Helweh Hussein
- Department of Neurosurgery, Computational Neuroscience Outcomes Center (CNOC), Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Marco Mammi
- Neurosurgery Unit, Santa Croce e Carle Hospital, Cuneo, Italy
| | - Serag Saleh
- Faculty of Medicine, University of Sydney, Sydney, Australia
| | - Lita Araujo-Lama
- Department of Pharmaceutical Business and Administrative Sciences, School of Pharmacy, MCPHS, Boston, Massachusetts, USA
| | - Shannon Mommsen
- Department of Pharmaceutical Business and Administrative Sciences, School of Pharmacy, MCPHS, Boston, Massachusetts, USA
| | - Alessandra Pisano
- Department of Pharmaceutical Business and Administrative Sciences, School of Pharmacy, MCPHS, Boston, Massachusetts, USA
| | - Nayan Lamba
- Department of Neurosurgery, Computational Neuroscience Outcomes Center (CNOC), Brigham and Women's Hospital, Boston, Massachusetts, USA; Department of Radiation Oncology, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Adomas Bunevicius
- Department of Neurosurgery, Computational Neuroscience Outcomes Center (CNOC), Brigham and Women's Hospital, Boston, Massachusetts, USA; Neuroscience Institute, Lithuanian University of Health Science, Kaunas, Lithuania; Department of Neurosurgery, University of Virginia, Charlottesville, Virginia, USA; Department of Neurology, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA
| | - Rania A Mekary
- Department of Pharmaceutical Business and Administrative Sciences, School of Pharmacy, MCPHS, Boston, Massachusetts, USA; Department of Neurosurgery, Computational Neuroscience Outcomes Center (CNOC), Brigham and Women's Hospital, Boston, Massachusetts, USA.
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Eagle A, Tallhamer M, Keener J, Geneser S. A simplified and effective off-axis Winston-Lutz for single-isocenter multi-target SRS. J Appl Clin Med Phys 2022; 24:e13816. [PMID: 36420972 PMCID: PMC9924106 DOI: 10.1002/acm2.13816] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Revised: 09/01/2022] [Accepted: 09/27/2022] [Indexed: 11/27/2022] Open
Abstract
PURPOSE To safely perform single-iso multi-target (SIMT) stereotactic radiosurgery (SRS), clinics must demonstrate SRS delivery accuracy for off-axis targets. The traditional Winston-Lutz (W-L) was widely adopted because it provides a simple and accurate solution for testing radiation-isocenter coincidence that uses a static target, enables testing arbitrary treatment angles, and does not require expensive commercial phantoms. The current noncommercial tests are cumbersome and insufficiently accurate. For an off-axis Winston-Lutz (OAWL) test, one must design MLC fields centered on off-axis targets. Unfortunately, because MLC leaf-interfaces are often misaligned with the target center, accomplishing this presents a nontrivial geometry problem that has not been previously solved in the literature. We present a solution for evaluating SIMT SRS accuracy that provides a straightforward method for creating OAWL test fields and offers all the benefits of the standard W-L test. METHODS We have developed a method to use any gantry, table, and initial collimator angles to create OAWL fields. This method calculates a series of nested coordinate transformations that produce a small collimator angle adjustment to align the MLC and create a symmetric field around an off-axis target. RESULTS For an 8 cm off-axis target, the described method yields OAWL results within 0.07 mm of standard isocentric W-L results. Our six most recent isocentric W-L tests show max and mean errors of 0.59 and 0.37 mm, respectively. For six runs of our proposed OAWL test, the average max and mean errors are 0.66 and 0.40 mm, respectively. CONCLUSION This method accurately evaluates SRS delivery accuracy for off-axis distances that span the majority of a typical human brain for a centered SIMT arc. We have made this method publicly available, so that physicists can employ it within their clinics, foregoing the need for expensive phantoms and improving access to the state-of-the-art SIMT SRS technique.
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Affiliation(s)
- Anton Eagle
- Centura HealthLongmont United HospitalHope Cancer Care CenterLongmontColoradoUSA
| | - Mike Tallhamer
- Centura HealthParker Adventist HospitalParkerColoradoUSA
| | - Justin Keener
- Centura HealthLittleton Adventist HospitalLittletonColoradoUSA
| | - Sarah Geneser
- Department of Radiation OncologyUniversity of WashingtonSeattleWashingtonUSA
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Mahajan UV, Desai A, Shost MD, Cai Y, Anthony A, Labak CM, Herring EZ, Wijesekera O, Mukherjee D, Sloan AE, Hodges TR. Stereotactic radiosurgery and resection for treatment of multiple brain metastases: a systematic review and analysis. Neurosurg Focus 2022; 53:E9. [DOI: 10.3171/2022.8.focus22369] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Accepted: 08/23/2022] [Indexed: 11/06/2022]
Abstract
OBJECTIVE
Stereotactic radiosurgery (SRS) has recently emerged as a minimally invasive alternative to resection for treating multiple brain metastases. Given the lack of consensus regarding the application of SRS versus resection for multiple brain metastases, the authors aimed to conduct a systematic literature review of all published work on the topic.
METHODS
The PubMed, OVID, Cochrane, Web of Science, and Scopus databases were used to identify studies that examined clinical outcomes after resection or SRS was performed in patients with multiple brain metastases. Radiological studies, case series with fewer than 3 patients, pediatric studies, or national database studies were excluded. Data extracted included patient demographics and mean overall survival (OS). Weighted t-tests and ANOVA were performed.
RESULTS
A total of 1300 abstracts were screened, 450 articles underwent full-text review, and 129 studies met inclusion criteria, encompassing 20,177 patients (18,852 treated with SRS and 1325 who underwent resection). The OS for the SRS group was 10.2 ± 6 months, and for the resection group it was 6.5 ± 3.8 months. A weighted ANOVA test comparing OS with covariates of age, sex, and publication year revealed that the treatment group (p = 0.045), age (p = 0.034), and publication year (0.0078) were all independently associated with OS (with SRS, younger age, and later publication year being associated with longer survival), whereas sex (p = 0.95) was not.
CONCLUSIONS
For patients with multiple brain metastases, SRS and resection are effective treatments to prolong OS, with published data suggesting that SRS may have a trend toward lengthened survival outcomes. The authors encourage additional work examining outcomes of treatments for multiple brain metastases.
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Affiliation(s)
- Uma V. Mahajan
- Case Western Reserve University School of Medicine, Cleveland, Ohio
| | - Ansh Desai
- Case Western Reserve University School of Medicine, Cleveland, Ohio
| | - Michael D. Shost
- Case Western Reserve University School of Medicine, Cleveland, Ohio
| | - Yang Cai
- Case Western Reserve University School of Medicine, Cleveland, Ohio
| | - Austin Anthony
- University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Collin M. Labak
- Department of Neurological Surgery, University Hospitals Cleveland Medical Center, Cleveland, Ohio; and
| | - Eric Z. Herring
- Department of Neurological Surgery, University Hospitals Cleveland Medical Center, Cleveland, Ohio; and
| | - Olindi Wijesekera
- Department of Neurological Surgery, University Hospitals Cleveland Medical Center, Cleveland, Ohio; and
| | - Debraj Mukherjee
- Department of Neurosurgery, The Johns Hopkins Hospital, Baltimore, Maryland
| | - Andrew E. Sloan
- Department of Neurological Surgery, University Hospitals Cleveland Medical Center, Cleveland, Ohio; and
| | - Tiffany R. Hodges
- Department of Neurological Surgery, University Hospitals Cleveland Medical Center, Cleveland, Ohio; and
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Moon HC, Park YS. Volume prediction for large brain metastases after hypofractionated gamma knife radiosurgery through artificial neural network. Medicine (Baltimore) 2022; 101:e30964. [PMID: 36221403 PMCID: PMC9542824 DOI: 10.1097/md.0000000000030964] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
The effectiveness of single-session gamma knife radiosurgery (GKRS) for small metastatic brain tumors has been proven, but hypofractionated GKRS (hfGKRS) for large brain metastases (BM) from the linear quadratic (LQ) model is uncertain. The purpose of this study was to investigate volume changes large BM after hfGKRS from the LQ model and predict volume changes using artificial neural network (ANN). We retrospectively investigated the clinical findings of 28 patients who underwent hfGKRS with large BM (diameter >3 cm or volume >10 cc). A total of 44 tumors were extracted from 28 patients with features. We randomly divided 30 large brain tumors as training set and 14 large brain tumors as test set. To predict the volume changes after hfGKRS, we used ANN models (single-layer perceptron (SLP) and multi-layer perceptron (MLP)). The volume reduction was 96% after hfGKRS for large BM from the LQ model. ANN model predicted volume changes with 70% and 80% accuracy for SLP and MLP, respectively. Even in large BM, hfGKRS from the LQ model could be a good treatment option. Additionally, the MLP model could predict volume changes with 80% accuracy after hfGKRS for large BM.
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Affiliation(s)
- Hyeong Cheol Moon
- Department of Neurosurgery, Gamma Knife Icon Center, Chungbuk National University Hospital, Cheongju, Cheongju, Republic of Korea
| | - Young Seok Park
- Department of Neurosurgery, Gamma Knife Icon Center, Chungbuk National University Hospital, Cheongju, Cheongju, Republic of Korea
- Department of Medical Neuroscience, College of Medicine, Chungbuk National University, Cheongju, Republic of Korea
- Department of Neurosurgery, College of Medicine, Chungbuk National University, Cheongju, Republic of Korea
- *Correspondence: Young Seok Park, Department of Neurosurgery and Medical Neuroscience, College of Medicine, Chungbuk National University, 776, 1 Sunhwan-ro, Gaesin-dong, Sewon-gu, Cheongju, Republic of Korea (e-mail address: )
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The Clinical Frailty Scale as useful tool in patients with brain metastases. J Neurooncol 2022; 158:51-57. [PMID: 35419752 PMCID: PMC9166853 DOI: 10.1007/s11060-022-04008-5] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Accepted: 04/06/2022] [Indexed: 02/01/2023]
Abstract
PURPOSE The Clinical Frailty Scale (CFS) evaluates patients' level of frailty on a scale from 1 to 9 and is commonly used in geriatric medicine, intensive care and orthopedics. The aim of our study was to reveal whether the CFS allows a reliable prediction of overall survival (OS) in patients after surgical treatment of brain metastases (BM) compared to the Karnofsky Performance Score (KPS). METHODS Patients operated for BM were included. CFS and KPS were retrospectively assessed pre- and postoperatively and at follow-up 3-6 months after resection. RESULTS 205 patients with a follow-up of 22.8 months (95% CI 18.4-27.1) were evaluated. CFS showed a median of 3 ("managing well"; IqR 2-4) at all 3 assessment-points. Median KPS was 80 preoperatively (IqR 80-90) and 90 postoperatively (IqR 80-100) as well as at follow-up after 3-6 months. CFS correlated with KPS both preoperatively (r = - 0.92; p < 0.001), postoperatively (r = - 0.85; p < 0.001) and at follow-up (r = - 0.93; p < 0.001). The CFS predicted the expected reduction of OS more reliably than the KPS at all 3 assessments. A one-point increase (worsening) of the preoperative CFS translated into a 30% additional hazard to decease (HR 1.30, 95% CI 1.15-1.46; p < 0.001). A one-point increase in postoperative and at follow-up CFS represents a 39% (HR 1.39, 95% CI 1.25-1.54; p < 0.001) and of 42% risk (HR 1.42, 95% CI 1.27-1.59; p < 0.001). CONCLUSION The CFS is a feasible, simple and reliable scoring system in patients undergoing resection of brain metastasis. The CFS 3-6 months after surgery specifies the expected OS more accurately than the KPS.
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Li AY, Gaebe K, Jerzak KJ, Cheema PK, Sahgal A, Das S. Intracranial Metastatic Disease: Present Challenges, Future Opportunities. Front Oncol 2022; 12:855182. [PMID: 35330715 PMCID: PMC8940535 DOI: 10.3389/fonc.2022.855182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Accepted: 02/16/2022] [Indexed: 11/13/2022] Open
Abstract
Intracranial metastatic disease (IMD) is a prevalent complication of cancer that significantly limits patient survival and quality of life. Over the past half-century, our understanding of the epidemiology and pathogenesis of IMD has improved and enabled the development of surveillance and treatment algorithms based on prognostic factors and tumor biomolecular characteristics. In addition to advances in surgical resection and radiation therapy, the treatment of IMD has evolved to include monoclonal antibodies and small molecule antagonists of tumor-promoting proteins or endogenous immune checkpoint inhibitors. Moreover, improvements in the sensitivity and specificity of imaging as well as the development of new serological assays to detect brain metastases promise to revolutionize IMD diagnosis. In this review, we will explore current treatment principles in patients with IMD, including the emerging role of targeted and immunotherapy in select primary cancers, and discuss potential areas for further investigation.
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Affiliation(s)
- Alyssa Y Li
- Institute of Medical Science, Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Karolina Gaebe
- Institute of Medical Science, Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Katarzyna J Jerzak
- Institute of Medical Science, Faculty of Medicine, University of Toronto, Toronto, ON, Canada.,Division of Oncology, Department of Medicine, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada
| | - Parneet K Cheema
- Division of Oncology, William Osler Health System, Brampton, ON, Canada
| | - Arjun Sahgal
- Institute of Medical Science, Faculty of Medicine, University of Toronto, Toronto, ON, Canada.,Department of Radiation Oncology, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada
| | - Sunit Das
- Institute of Medical Science, Faculty of Medicine, University of Toronto, Toronto, ON, Canada.,Division of Neurosurgery, St. Michael's Hospital, University of Toronto, Toronto, ON, Canada
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Mathis NJ, Wijetunga NA, Imber BS, Pike LRG, Yang JT. Recent Advances and Applications of Radiation Therapy for Brain Metastases. Curr Oncol Rep 2022; 24:335-342. [PMID: 35133614 DOI: 10.1007/s11912-022-01209-z] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/12/2021] [Indexed: 12/25/2022]
Abstract
PURPOSE OF REVIEW Radiation therapy (RT) is a mainstay of treatment for brain metastases from solid tumors. Treatment of these patients is complex and should focus on minimizing symptoms, preserving functional status, and prolonging survival. RECENT FINDINGS Whole-brain radiotherapy (WBRT) can lead to toxicity, and while it does reduce recurrence in the CNS, this has not been shown to provide a survival benefit. Recent advances focus on reducing the toxicity of WBRT or using more targeted radiation therapy. New paradigms including the use of proton RT for leptomeningeal metastases (LM) and stereotactic radiosurgery (SRS) before craniotomy hold promise in improving treatment efficacy and reducing toxicity. Omission or replacement of WBRT is often safe and the use of SRS is expanding to include patients with more lesions and preoperative RT. Proton RT holds promise for LM. Progress is being made in improving patient-centered outcomes and reducing toxicity for patients with brain metastases.
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Affiliation(s)
- Noah J Mathis
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY, 10065, USA
| | - N Ari Wijetunga
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY, 10065, USA
| | - Brandon S Imber
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY, 10065, USA
| | - Luke R G Pike
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY, 10065, USA
| | - Jonathan T Yang
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY, 10065, USA.
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Lin KL, Chao TC, Chen MH. Intravenous Immunoglobulin to Suppress Progression in a Patient With Advanced Breast Cancer. J Breast Cancer 2022; 25:253-258. [PMID: 35380017 PMCID: PMC9250874 DOI: 10.4048/jbc.2022.25.e8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2021] [Revised: 01/18/2022] [Accepted: 02/13/2022] [Indexed: 11/30/2022] Open
Abstract
Intravenous immunoglobulin (IVIG) is used to treat various diseases and has anticancer effects that suppress metastases in animal models of sarcoma and melanoma. However, these effects have been observed in a limited number of clinical cases. We report the case of a patient with metastatic breast cancer in which long-term IVIG treatment stopped disease progression in the absence of salvage chemotherapy. The patient was treated with IVIG for the treatment of immune thrombocytopenia. Surprisingly, the lung and brain metastases were stabilized, and the patient achieved a progression-free interval of 29 months. More cases are needed to investigate and confirm the efficacy of IVIG in solid tumors in the future.
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Affiliation(s)
- Kai-Liang Lin
- Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Ta-Chung Chao
- Department of Oncology and Comprehensive Breast Health Center, Taipei Veterans General Hospital, Taipei, Taiwan
- Faculty of Medicine, School of Medicine, National Yang Ming Chiao Tung University, Hsinchu, Taiwan
| | - Ming-Han Chen
- Faculty of Medicine, School of Medicine, National Yang Ming Chiao Tung University, Hsinchu, Taiwan
- Division of Allergy- Immunology- Rheumatology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
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Global management of brain metastasis from renal cell carcinoma. Crit Rev Oncol Hematol 2022; 171:103600. [DOI: 10.1016/j.critrevonc.2022.103600] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2021] [Revised: 12/28/2021] [Accepted: 01/17/2022] [Indexed: 11/20/2022] Open
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Antúnez G, Merino T. Radiosurgery for brain oligometastases in lung cancer. Medwave 2021. [DOI: 10.5867/medwave.2021.11.8184] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
INTRODUCTION Brain metastases are a common problem in oncology patients, especially in lung cancer. The usual treatment for cerebral oligometastases is whole brain radiation therapy. Given the persistent poor prognosis of this disease, other therapeutic alternatives such as stereotactic radiosurgery have been considered. However, there is no clarity regarding the effectiveness of its addition. METHODS We searched in Epistemonikos, the largest database of systematic reviews in health, which is maintained by screening multiple information sources, including MEDLINE, EMBASE, Cochrane, among others. We extracted data from the systematic reviews, reanalyzed data of primary studies, conducted a meta-analysis and generated a summary of findings table using the GRADE approach. RESULTS AND CONCLUSIONS We identified 17 systematic reviews including seven studies overall, of which four were randomized trials. All trials assessed patients with brain oligometastases, but none of them included exclusively lung cancer population. We concluded that it is not possible to clearly establish whether radiosurgery decreases neurological functionality, cognitive impairment, mortality or serious adverse effects, as the certainty of the existing evidence has been assessed as very low.
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Loo M, Clavier JB, Attal Khalifa J, Moyal E, Khalifa J. Dose-Response Effect and Dose-Toxicity in Stereotactic Radiotherapy for Brain Metastases: A Review. Cancers (Basel) 2021; 13:cancers13236086. [PMID: 34885193 PMCID: PMC8657210 DOI: 10.3390/cancers13236086] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Revised: 11/26/2021] [Accepted: 11/29/2021] [Indexed: 11/29/2022] Open
Abstract
Simple Summary Brain metastases are one of the most frequent complications for cancer patients. Stereotactic radiosurgery is considered a cornerstone treatment for patients with limited brain metastases and the ideal dose and fractionation schedule still remain unknown. The aim of this literature review is to discuss the dose-effect relation in brain metastases treated by stereotactic radiosurgery, accounting for fractionation and technical considerations. Abstract For more than two decades, stereotactic radiosurgery has been considered a cornerstone treatment for patients with limited brain metastases. Historically, radiosurgery in a single fraction has been the standard of care but recent technical advances have also enabled the delivery of hypofractionated stereotactic radiotherapy for dedicated situations. Only few studies have investigated the efficacy and toxicity profile of different hypofractionated schedules but, to date, the ideal dose and fractionation schedule still remains unknown. Moreover, the linear-quadratic model is being debated regarding high dose per fraction. Recent studies shown the radiation schedule is a critical factor in the immunomodulatory responses. The aim of this literature review was to discuss the dose–effect relation in brain metastases treated by stereotactic radiosurgery accounting for fractionation and technical considerations. Efficacy and toxicity data were analyzed in the light of recent published data. Only retrospective and heterogeneous data were available. We attempted to present the relevant data with caution. A BED10 of 40 to 50 Gy seems associated with a 12-month local control rate >70%. A BED10 of 50 to 60 Gy seems to achieve a 12-month local control rate at least of 80% at 12 months. In the brain metastases radiosurgery series, for single-fraction schedule, a V12 Gy < 5 to 10 cc was associated to 7.1–22.5% radionecrosis rate. For three-fractions schedule, V18 Gy < 26–30 cc, V21 Gy < 21 cc and V23 Gy < 5–7 cc were associated with about 0–14% radionecrosis rate. For five-fractions schedule, V30 Gy < 10–30 cc, V 28.8 Gy < 3–7 cc and V25 Gy < 16 cc were associated with about 2–14% symptomatic radionecrosis rate. There are still no prospective trials comparing radiosurgery to fractionated stereotactic irradiation.
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Affiliation(s)
- Maxime Loo
- Radiotherapy Department, University Cancer Institute of Toulouse—Oncopôle, 31100 Toulouse, France; (J.A.K.); (E.M.); (J.K.)
- Correspondence:
| | - Jean-Baptiste Clavier
- Radiotherapy Department, Strasbourg Europe Cancer Institute (ICANS), 67033 Strasbourg, France;
| | - Justine Attal Khalifa
- Radiotherapy Department, University Cancer Institute of Toulouse—Oncopôle, 31100 Toulouse, France; (J.A.K.); (E.M.); (J.K.)
| | - Elisabeth Moyal
- Radiotherapy Department, University Cancer Institute of Toulouse—Oncopôle, 31100 Toulouse, France; (J.A.K.); (E.M.); (J.K.)
| | - Jonathan Khalifa
- Radiotherapy Department, University Cancer Institute of Toulouse—Oncopôle, 31100 Toulouse, France; (J.A.K.); (E.M.); (J.K.)
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O’Toole J, Picton M, Perez M, Back M, Jayamanne D, Le A, Wu K, Brown C, Atyeo J. Improving efficiency in the radiation management of multiple brain metastases using a knowledge-based planning solution for single-isocentre volumetric modulated arc therapy (VMAT) technique. J Med Radiat Sci 2021; 68:364-370. [PMID: 34310846 PMCID: PMC8655885 DOI: 10.1002/jmrs.526] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Revised: 06/03/2021] [Accepted: 06/12/2021] [Indexed: 12/03/2022] Open
Abstract
INTRODUCTION This study aimed to develop a single-isocentre volumetric modulated arc therapy (si-VMAT) technique for multiple brain metastases using knowledge-based planning software, comparing it with a multiple-isocentre stereotactic radiosurgery (mi-SRS) planning approach. METHODS Twenty-six si-VMAT plans were created and uploaded into RapidPlanTM (RP) to create a si-VMAT model. Ten patients, with 2 to 6 metastases (mets), were planned with a si-VMAT technique utilising RP, and a mi-SRS technique on Brainlab iPlan. Paddick Conformity Index (PCI) was used to compare conformity. The volumes of the brain receiving 15Gy, 12Gy, 10Gy, 7.5Gy and 3Gy were also compared. Retrospective treatment times from the last eight patients treated were averaged for pre-imaging and beam on time to calculate treatment times for both techniques. RESULTS There was a significant difference in the PCI scores for the mi-SRS plans (M = 0.667, SD = 0.114) and si-VMAT plans (M = 0.728, SD = 0.088), with PCI values suggesting better prescription dose conformity with the si-VMAT technique (P = 0.014). Percentage of total brain volume receiving low-dose wash at four of the five different dose levels was significantly less (P < 0.05) with mi-SRS. Average time to treat a single met with current mi-SRS technique is 25.7 min, with each additional met requiring this same amount of time. The average time to treat 2-3 mets using si-VMAT would be 25.3 min and 4+ metastases 33.5 min. CONCLUSION A knowledge-based si-VMAT approach was efficient in planning and treating multi metastases while achieving clinically acceptable dosimetry with respect to dose conformity and low-dose fall off.
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Affiliation(s)
- James O’Toole
- Northern Sydney Cancer CentreRoyal North Shore HospitalSydneyNew South WalesAustralia
- Genesis CareSydneyNew South WalesAustralia
| | - Maddison Picton
- Northern Sydney Cancer CentreRoyal North Shore HospitalSydneyNew South WalesAustralia
- Genesis CareSydneyNew South WalesAustralia
| | - Mario Perez
- Northern Sydney Cancer CentreRoyal North Shore HospitalSydneyNew South WalesAustralia
| | - Michael Back
- Northern Sydney Cancer CentreRoyal North Shore HospitalSydneyNew South WalesAustralia
- Genesis CareSydneyNew South WalesAustralia
- The Brain Cancer GroupNorth Shore Private HospitalSydneyNew South WalesAustralia
- Sydney Medical SchoolUniversity of SydneySydneyNew South WalesAustralia
| | - Dasantha Jayamanne
- Northern Sydney Cancer CentreRoyal North Shore HospitalSydneyNew South WalesAustralia
- Genesis CareSydneyNew South WalesAustralia
- Sydney Medical SchoolUniversity of SydneySydneyNew South WalesAustralia
| | - Andrew Le
- Northern Sydney Cancer CentreRoyal North Shore HospitalSydneyNew South WalesAustralia
| | - Kenny Wu
- Northern Sydney Cancer CentreRoyal North Shore HospitalSydneyNew South WalesAustralia
| | - Chris Brown
- Northern Sydney Cancer CentreRoyal North Shore HospitalSydneyNew South WalesAustralia
- National Health and Medical Research CouncilClinical Trials CentreUniversity of SydneySydneyNew South WalesAustralia
| | - John Atyeo
- Northern Sydney Cancer CentreRoyal North Shore HospitalSydneyNew South WalesAustralia
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Abstract
As novel systemic therapies yield improved survival in metastatic cancer patients, the frequency of brain metastases continues to increase. Over the years, management strategies have continued to evolve. Historically, stereotactic radiosurgery has been used as a boost to whole-brain radiotherapy (WBRT) but is increasingly being used as a replacement for WBRT. Given its capacity to treat both macro- and micro-metastases in the brain, WBRT has been an important management strategy for years, and recent research has identified technologic and pharmacologic approaches to delivering WBRT more safely. In this review, we outline the current landscape of radiotherapeutic treatment options and discuss approaches to integrating radiotherapy advances in the contemporary management of brain metastases.
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Affiliation(s)
- Vinai Gondi
- Northwestern Medicine Cancer Center Warrenville and Proton Center, Warrenville, Illinois, USA
| | | | - Helen A Shih
- Department of Radiation Oncology, Massachusetts General Hospital, Boston, Massachusetts, USA
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Wang H, Xue J, Qu T, Bernstein K, Chen T, Barbee D, Silverman JS, Kondziolka D. Predicting local failure of brain metastases after stereotactic radiosurgery with radiomics on planning MR images and dose maps. Med Phys 2021; 48:5522-5530. [PMID: 34287940 DOI: 10.1002/mp.15110] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Revised: 05/10/2021] [Accepted: 07/12/2021] [Indexed: 12/24/2022] Open
Abstract
PURPOSE Stereotactic radiosurgery (SRS) has become an important modality in the treatment of brain metastases. The purpose of this study is to investigate the potential of radiomic features from planning magnetic resonance (MR) images and dose maps to predict local failure after SRS for brain metastases. MATERIALS/METHODS Twenty-eight patients who received Gamma Knife (GK) radiosurgery for brain metastases were retrospectively reviewed in this IRB-approved study. 179 irradiated tumors included 42 that locally failed within one-year follow-up. Using SRS tumor volumes, radiomic features were calculated on T1-weighted contrast-enhanced MR images acquired for treatment planning and planned dose maps. 125 radiomic features regarding tumor shape, dose distribution, MR intensities and textures were extracted for each tumor. Logistic regression with automatic feature selection was built to predict tumor progression from local control after SRS. Feature selection and model evaluation using receiver operating characteristic (ROC) curves were performed in a nested cross validation (CV) scheme. The associations between selected radiomic features and treatment outcomes were statistically assessed by univariate analysis. RESULTS The logistic model with feature selection achieved ROC AUC of 0.82 ± 0.09 on 5-fold CV, providing 83% sensitivity and 70% specificity for predicting local failure. A total of 10 radiomic features including 1 shape feature, 6 MR images and 3 dose distribution features were selected. These features were significantly associated with treatment outcomes (p < 0.05). The model was validated on independent holdout data with an AUC of 0.78. CONCLUSIONS Radiomic features from planning MR images and dose maps provided prognostic information in SRS for brain metastases. A model built on the radiomic features shows promise for early prediction of tumor local failure after treatment, potentially aiding in personalized care for brain metastases.
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Affiliation(s)
- Hesheng Wang
- Department of Radiation Oncology, NYU Langone Medical Center, New York University, New York, New York, USA
| | - Jinyu Xue
- Department of Radiation Oncology, NYU Langone Medical Center, New York University, New York, New York, USA
| | - Tanxia Qu
- Department of Radiation Oncology, NYU Langone Medical Center, New York University, New York, New York, USA
| | - Kenneth Bernstein
- Department of Radiation Oncology, NYU Langone Medical Center, New York University, New York, New York, USA
| | - Ting Chen
- Department of Radiation Oncology, NYU Langone Medical Center, New York University, New York, New York, USA
| | - David Barbee
- Department of Radiation Oncology, NYU Langone Medical Center, New York University, New York, New York, USA
| | - Joshua S Silverman
- Department of Radiation Oncology, NYU Langone Medical Center, New York University, New York, New York, USA
| | - Douglas Kondziolka
- Department of Radiation Oncology, NYU Langone Medical Center, New York University, New York, New York, USA.,Department of Neurosurgery, NYU Langone Medical Center, New York University, New York, New York, USA
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Radiation Therapy for Brain Metastases: A Systematic Review. Pract Radiat Oncol 2021; 11:354-365. [PMID: 34119447 DOI: 10.1016/j.prro.2021.04.002] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Accepted: 04/13/2021] [Indexed: 11/21/2022]
Abstract
PURPOSE This evidence report synthesizes the available evidence on radiation therapy for brain metastases. METHODS AND MATERIALS The literature search included PubMed, EMBASE, Web of Science, Scopus, CINAHL, clinicaltrials.gov, and published guidelines in July 2020; independently submitted data, expert consultation, and contacting authors. Included studies were randomized controlled trials (RCTs) and large observational studies (for safety assessments), evaluating whole brain radiation therapy (WBRT) and stereotactic radiosurgery (SRS) alone or in combination, as initial or postoperative treatment, with or without systemic therapy for adults with brain metastases due to lung cancer, breast cancer, or melanoma. RESULTS Ninety-seven studies reported in 189 publications were identified, but the number of analyses was limited owing to different intervention and comparator combinations as well as insufficient reporting of outcome data. Risk of bias varied, and 25 trials were terminated early, predominantly owing to poor accrual. The combination of SRS plus WBRT compared with SRS alone or WBRT alone showed no statistically significant difference in overall survival (hazard ratio [HR], 1.09; 95% confidence interval [CI], 0.69%-1.73%; 4 RCTs) or death owing to brain metastases (relative risk [RR], 0.93; 95% CI, 0.48%-1.81%; 3 RCTs). Radiation therapy after surgery did not improve overall survival compared with surgery alone (HR, 0.98; 95% CI, 0.76%-1.26%; 5 RCTs). Data for quality of life, functional status, and cognitive effects were insufficient to determine effects of WBRT, SRS, or postsurgery interventions. We did not find systematic differences across interventions in serious adverse events, number of adverse events, radiation necrosis, fatigue, or seizures. WBRT plus systemic therapy (RR 1.44; 95% CI, 1.03%-2.00%; 14 studies) was associated with increased risks for vomiting compared with WBRT alone. CONCLUSIONS Despite the substantial research literature on radiation therapy, comparative effectiveness information is limited. There is a need for more data on patient-relevant outcomes such as quality of life, functional status, and cognitive effects.
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de Azevedo Rosas F, Favareto SL, de Castro DG. Local ablative therapy of brain metastasis from non-small cell lung cancer: benefits and limitations. J Thorac Dis 2021; 13:3289-3294. [PMID: 34164221 PMCID: PMC8182539 DOI: 10.21037/jtd-19-3321] [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] [Indexed: 11/09/2022]
Abstract
Brain metastases (BMs) are the most common intracranial tumors and non-small cell lung cancer (NSCLC) are responsible for BM more than any other solid tumor. Its frequency is increasing due to of the availability of new imaging techniques, earlier diagnosis and improvement in treatment techniques and survival rates. NSCLC patients with BM represent heterogeneous prognostic group. The possibility of better prognostic stratification associated with more systemic therapy options and imaging and radiation technology advances have led to an increment of evaluation and indication of local ablative radiotherapy. The definite increment in quality of life and the potential overall survival (OS) benefit of its indication must be balanced with eventual higher risk of brain disseminated disease when whole brain irradiation is postponed. Therefore, a multidisciplinary evaluation is recommended to refine and personalize the therapeutic approach. The development of clinical nomograms or evaluation of circulating tumor cells/tumoral DNA that predict the survival free of new lesions may be the tools that will warranty further optimization of the treatment of NSCLC patients with BM. In this review, we report the main aspects of diagnosis, prognosis and therapeutic options and dilemmas evolving local ablative radiotherapy essentially based on seminal, updated prospective studies and ongoing trials.
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Sas-Korczynska B, Rucinska M. WBRT for brain metastases from non-small cell lung cancer: for whom and when?-Contemporary point of view. J Thorac Dis 2021; 13:3246-3257. [PMID: 34164217 PMCID: PMC8182552 DOI: 10.21037/jtd-2019-rbmlc-06] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
The incidence of brain metastases (BM) is estimated between 20% and 40% of patients with solid cancer. The most common cause of this failure is lung cancer, and in locally advanced non-small cell lung cancer (NSCLC) BM represent a common site of relapse in 30-55% cases. The basic criteria of therapeutic decision-making are based on the significant prognostic factors which are components of prognostic scores. The standard approach to treatment of BM from NSCLC include whole brain radiotherapy (WBRT) which is used as adjuvant modality after local therapy (surgery or stereotactic radiosurgery) or as primary treatment and it remains the primary modality of treatment for patients with multiple metastases. WBRT is also used in combination with systemic therapy. The aim of presented review of literature is trying to answer which patients with BM from NSCLC should receive WBRT and when it could be omitted. There were presented the aspects of application of WBRT in relation to (I) choice between WBRT or the best supportive care and (II) employment of WBRT in combination with local treatment modalities [surgical resection or stereotactic radio-surgery (SRS)] and/or with systemic therapy. According to data from literature we concluded that the most important factor that needs to be considered when assessing the suitability of a patient for WBRT is the patient's prognosis based on the Lung-molGPA score. WBRT should be applied in treatment of multiple BM from lung cancer in patients with favourable prognosis and in in patients with presence of EML4-ALK translocation before therapy with crizotinib. Whereas WBRT could be omitted in patients with poor prognosis and after primary SRS.
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Affiliation(s)
- Beata Sas-Korczynska
- Institute of Medical Sciences, Medical College of Rzeszow University, Rzeszow, Poland.,Department of Radiotherapy, Military Institute of Medicine, Warsaw, Poland
| | - Monika Rucinska
- Department of Radiotherapy, Military Institute of Medicine, Warsaw, Poland.,Department of Oncology, Collegium Medicum, University of Warmia and Mazury, Olsztyn, Poland
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