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Kanakarajan H, De Baene W, Gehring K, Eekers DBP, Hanssens P, Sitskoorn M. Factors associated with the local control of brain metastases: a systematic search and machine learning application. BMC Med Inform Decis Mak 2024; 24:177. [PMID: 38907265 PMCID: PMC11191176 DOI: 10.1186/s12911-024-02579-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Accepted: 06/17/2024] [Indexed: 06/23/2024] Open
Abstract
BACKGROUND Enhancing Local Control (LC) of brain metastases is pivotal for improving overall survival, which makes the prediction of local treatment failure a crucial aspect of treatment planning. Understanding the factors that influence LC of brain metastases is imperative for optimizing treatment strategies and subsequently extending overall survival. Machine learning algorithms may help to identify factors that predict outcomes. METHODS This paper systematically reviews these factors associated with LC to select candidate predictor features for a practical application of predictive modeling. A systematic literature search was conducted to identify studies in which the LC of brain metastases is assessed for adult patients. EMBASE, PubMed, Web-of-Science, and the Cochrane Database were searched up to December 24, 2020. All studies investigating the LC of brain metastases as one of the endpoints were included, regardless of primary tumor type or treatment type. We first grouped studies based on primary tumor types resulting in lung, breast, and melanoma groups. Studies that did not focus on a specific primary cancer type were grouped based on treatment types resulting in surgery, SRT, and whole-brain radiotherapy groups. For each group, significant factors associated with LC were identified and discussed. As a second project, we assessed the practical importance of selected features in predicting LC after Stereotactic Radiotherapy (SRT) with a Random Forest machine learning model. Accuracy and Area Under the Curve (AUC) of the Random Forest model, trained with the list of factors that were found to be associated with LC for the SRT treatment group, were reported. RESULTS The systematic literature search identified 6270 unique records. After screening titles and abstracts, 410 full texts were considered, and ultimately 159 studies were included for review. Most of the studies focused on the LC of the brain metastases for a specific primary tumor type or after a specific treatment type. Higher SRT radiation dose was found to be associated with better LC in lung cancer, breast cancer, and melanoma groups. Also, a higher dose was associated with better LC in the SRT group, while higher tumor volume was associated with worse LC in this group. The Random Forest model predicted the LC of brain metastases with an accuracy of 80% and an AUC of 0.84. CONCLUSION This paper thoroughly examines factors associated with LC in brain metastases and highlights the translational value of our findings for selecting variables to predict LC in a sample of patients who underwent SRT. The prediction model holds great promise for clinicians, offering a valuable tool to predict personalized treatment outcomes and foresee the impact of changes in treatment characteristics such as radiation dose.
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Affiliation(s)
- Hemalatha Kanakarajan
- Department of Cognitive Neuropsychology, Tilburg University, Tilburg, The Netherlands.
| | - Wouter De Baene
- Department of Cognitive Neuropsychology, Tilburg University, Tilburg, The Netherlands
| | - Karin Gehring
- Department of Cognitive Neuropsychology, Tilburg University, Tilburg, The Netherlands
- Department of Neurosurgery, Elisabeth-TweeSteden Hospital, Tilburg, The Netherlands
| | - Daniëlle B P Eekers
- Department of Radiation Oncology (Maastro), GROW School for Oncology and Reproduction, Maastricht University Medical Centre+, Maastricht, The Netherlands
| | - Patrick Hanssens
- Gamma Knife Center, Elisabeth-TweeSteden Hospital, Tilburg, The Netherlands
- Department of Neurosurgery, Elisabeth-TweeSteden Hospital, Tilburg, The Netherlands
| | - Margriet Sitskoorn
- Department of Cognitive Neuropsychology, Tilburg University, Tilburg, The Netherlands.
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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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Chen T, Tang M, Zhou Y, Wang Z, Li S, Wang H, Lu Y, Wang J, Shen W. Pretreatment lymphocyte-to-monocyte ratio as a prognostic factor and influence on dose-effect in fractionated stereotactic radiotherapy for oligometastatic brain metastases in non-small cell lung cancer patients. Front Oncol 2023; 13:1216852. [PMID: 37456254 PMCID: PMC10348423 DOI: 10.3389/fonc.2023.1216852] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Accepted: 06/14/2023] [Indexed: 07/18/2023] Open
Abstract
Background Studies on the prognostic factors for patients with brain oligo-metastasis treated with fractionated stereotactic radiotherapy (FSRT) usually focus on the size of metastatic tumor and radiation dose. Some inflammatory indicators have predictive value in non-small cell lung cancer (NSCLC) with brain metastasis receiving stereotactic radiotherapy. However, the prognostic value of inflammatory indicators in NSCLC patients with brain oligo-metastasis treated with FSRT, and their effect on radiotherapy dose is unknown. Methods A total of 95 advanced NSCLC patients with brain oligo-metastasis who had undergone FSRT treatment at Ningbo Medical Center Lihuili Hospital between January 2015 and April 2022 were enrolled into the study. Neutrophil to lymphocyte ratio (NLR), platelet lymphocyte ratio (PLR), lymphocyte to monocyte ratio (LMR), tumor diameter and biologically effective dose (BED10) were analyzed using Chi-square test. Univariate and multivariate Cox regressions were used to identify predictors of survival. Results Tumor diameter (< 2 cm), BED10 (≥ 48Gy) and LMR (≥ 4) were found to be independently associated with good intracranial local control survival (i-LCS) through multivariate analysis. The median i-LCS was longer in patients with 2 independent risk factors (tumor diameter ≥ 2 and LMR < 4) administered with BED10 > 53.6Gy compared with patients administered with BED10 ≤ 53.6Gy (20.7 months vs 12.0 months, P = 0.042). LMR ≥ 4 (P = 0.019) and positivity for driver gene mutations (P = 0.011) were independently associated with better overall survival (OS). Conclusions LMR is an independent prognostic factor of i-LCS and OS in NSCLC patients with brain oligo-metastasis treated with FSRT. Patients with tumor diameter ≥ 2 and LMR < 4 should be treated with BED10 greater than 53.6Gy.
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Affiliation(s)
- Tian Chen
- Department of Radiation Oncology, Ningbo Medical Center Lihuili Hospital, Ningbo University, Ningbo, China
| | - Mengqiu Tang
- Department of Radiation Oncology, Ningbo Medical Center Lihuili Hospital, Ningbo University, Ningbo, China
| | - Yang Zhou
- Department of Ningbo Institute of Innovation for Combined Medicine and Engineering, Ningbo Medical Center Lihuili Hospital, Ningbo University, Ningbo, China
| | - Zhepei Wang
- Department of Neurosurgery, Ningbo First Hospital, Ningbo Hospital of Zhejiang University, Ningbo, China
| | - Shiwei Li
- Department of Neurosurgery, Ningbo Medical Center Lihuili Hospital, Ningbo University, Ningbo, China
| | - Hongcai Wang
- Department of Neurosurgery, Ningbo Medical Center Lihuili Hospital, Ningbo University, Ningbo, China
| | - Yangfang Lu
- Department of Radiation Oncology, Ningbo Medical Center Lihuili Hospital, Ningbo University, Ningbo, China
| | - Jinguo Wang
- Department of Radiation Oncology, Ningbo Medical Center Lihuili Hospital, Ningbo University, Ningbo, China
| | - Weiyu Shen
- Department of Thoracic Surgery, Ningbo Medical Center Lihuili Hospital, Ningbo University, Ningbo, China
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Mampre D, Mehkri Y, Rajkumar S, Sriram S, Hernandez J, Lucke-Wold B, Chandra V. Treatment of breast cancer brain metastases: radiotherapy and emerging preclinical approaches. DIAGNOSTICS AND THERAPEUTICS 2022; 1:25-38. [PMID: 35782783 PMCID: PMC9249118 DOI: 10.55976/dt.1202216523-36] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
The breast is one of the common primary sites of brain metastases (BM). Radiotherapy for BM from breast cancer may include whole brain radiation therapy (WBRT), stereotactic radiosurgery (SRS), and stereotactic radiotherapy (SRT), but a consensus is difficult to reach because of the wide and varied protocols, indications, and outcomes of these interventions. Overall, dissemination of disease, patient functional status, and tumor size are all important factors in the decision of treatment with WBRT or SRS. Thus far, previous studies indicate that WBRT can improve tumor control compared to SRS, but increase side effects, however no randomized trials have compared the efficacy of these therapies in BM from breast cancer. Therapies targeting long non-coding RNAs and transcription factors, such as MALAT1, HOTAIR, lnc-BM, TGL1, and ATF3, have the potential to both prevent metastatic spread and treat BM with improved radiosensitivity. Given the propensity for HER2+ breast cancer to develop BM, the above-mentioned cell lines may represent an important target for future investigations, and the development of everolimus and pyrotinib are equally important.
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Affiliation(s)
- David Mampre
- Department of Neurosurgery, University of Florida, Gainesville, FL
| | - Yusuf Mehkri
- Department of Neurosurgery, University of Florida, Gainesville, FL
| | | | - Sai Sriram
- Department of Neurosurgery, University of Florida, Gainesville, FL
| | - Jairo Hernandez
- Department of Neurosurgery, University of Florida, Gainesville, FL
| | | | - Vyshak Chandra
- Department of Neurosurgery, University of Florida, Gainesville, FL
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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: 3] [Impact Index Per Article: 1.0] [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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Samanci Y, Karakose F, Senyurek S, Peker S. Single-fraction versus hypofractionated gamma knife radiosurgery for small metastatic brain tumors. Clin Exp Metastasis 2021; 38:305-320. [PMID: 33733707 DOI: 10.1007/s10585-021-10086-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2020] [Accepted: 03/08/2021] [Indexed: 12/31/2022]
Abstract
Stereotactic radiosurgery (SRS) has become a standard of care for the treatment of metastatic brain tumors (METs). Although a better balance of tumor control and toxicity of hypofractionated SRS (hfSRS) compared with single-fraction SRS (sfSRS) was demonstrated in large METs, there is no data comparing two approaches for small METs (< 4 cm3). It was aimed to compare clinical outcomes between sfSRS versus hfSRS Gamma Knife radiosurgery (GKRS) in a series of patients with unresected, small METs. Patients (n = 208) treated with sfGKRS or hfGKRS between June 2017 and May 2020 were retrospectively examined in a single center. The co-primary endpoints of local control (LC) and toxicity were estimated by applying the Kaplan-Meier method. Multivariate analysis using Cox proportional hazards (HR) modeling was used to assess the effect of independent variables on the outcomes. The actuarial LC rate was 99.7% at six months and 98.8% at 18 months in the sfGKRS group, and 99.4% and 94.3% in the hfGKRS group (p = 0.089), respectively. In multivariate analysis, MET volume (p = 0.023, HR 2.064) and biologically effective dose (BED10) (p < 0.0001, HR 0.753) was associated with LC. In total, treatment-related toxicity was observed in 13 (8.7%) patients during a median period of 10 weeks (range 1-31). Radiation necrosis was observed in four patients (1.9%), and all patients were in the sfGKRS group (p = 0.042). Only the maximum dose was associated with toxicity (p = 0.032, HR 1.047). Our current results suggest that hfGKRS is advantageous and beneficial also in patients with unresected, small METs.
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Affiliation(s)
- Yavuz Samanci
- Department of Neurosurgery, Koç University Hospital, Istanbul, Turkey
| | - Fatih Karakose
- Department of Radiation Oncology, Koç University Hospital, Istanbul, Turkey
| | - Sukran Senyurek
- Department of Radiation Oncology, Koç University Hospital, Istanbul, Turkey
| | - Selcuk Peker
- Department of Neurosurgery, School of Medicine, Koç University, Istanbul, Turkey.
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Lai J, Liu J, Zhao J, Li A, Liu S, Deng Z, Tan Q, Wang H, Jia Y, Lei K, Zhou L. Effective method to reduce the normal brain dose in single-isocenter hypofractionated stereotactic radiotherapy for multiple brain metastases. Strahlenther Onkol 2021; 197:592-600. [PMID: 33725135 DOI: 10.1007/s00066-021-01757-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2020] [Accepted: 02/15/2021] [Indexed: 02/05/2023]
Abstract
BACKGROUND AND PURPOSE Island blocking and dose leakage problems will lead to unnecessary irradiation to normal brain tissue (NBT) in hypofractionated stereotactic radiotherapy (HSRT) for multiple brain metastases (BM) with single-isocenter volumetric modulated arc therapy (VMAT). The present study aimed at investigating whether reducing the number of metastases irradiated by each arc beam could minimize these two problems. MATERIALS AND METHODS A total of 32 non-small-cell lung cancer (NSCLC) patients with multiple BM received HSRT (24-36 Gy/3 fractions) with single-isocenter VMAT, where each arc beam only irradiated partial metastases (pm-VMAT), were enrolled in this retrospective study. Conventional single-isocenter VMAT plans, where each arc beam irradiated whole metastases (wm-VMAT), was regenerated and compared with pm-VMAT plans. Furthermore, the clinical efficacy and toxicities were evaluated. RESULTS Pm-VMAT achieved similar target coverage as that with wm-VMAT, with better dose fall-off (P < 0.001) and NBT sparing (P < 0.001). However, pm-VMAT resulted in more monitor units (MU) and longer beam-on time (P < 0.001). The intracranial objective response rate and disease control rate for all patients were 75% and 100%, respectively. The local control rates at 1 year and 2 year were 96.2% and 60.2%, respectively. The median progression-free survival and overall survival were 10.3 months (95% confidence interval [CI] 6.8-13.2) and 18.5 months (95% CI 15.9-20.1), respectively. All treatment-related adverse events were grade 1 or 2, and 3 lesions (2.31%) from 2 patients (6.25%) demonstrated radiation necrosis after HSRT. CONCLUSION HSRT with pm-VMAT is effective and has limited toxicities for NSCLC patients with multiple BM. Pm-VMAT could provide better NBT sparing while maintaining target dose coverage.
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Affiliation(s)
- Jialu Lai
- Department of Radiotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, 37, Guoxue Lane, 610041, Chengdu, Sichuan, China
| | - Jia Liu
- Department of Oncology, Chengdu First People' Hospital, 18, Wanxiang North Road, 610041, Chengdu, Sichuan, China
| | - Jianling Zhao
- Department of Radiotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, 37, Guoxue Lane, 610041, Chengdu, Sichuan, China
| | - An Li
- Department of Radiotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, 37, Guoxue Lane, 610041, Chengdu, Sichuan, China
| | - Shoupeng Liu
- Department of Radiotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, 37, Guoxue Lane, 610041, Chengdu, Sichuan, China
| | - Zhonghua Deng
- Department of Radiotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, 37, Guoxue Lane, 610041, Chengdu, Sichuan, China
| | - Qiaoyue Tan
- Department of Radiotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, 37, Guoxue Lane, 610041, Chengdu, Sichuan, China
| | - Haitao Wang
- Department of Radiotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, 37, Guoxue Lane, 610041, Chengdu, Sichuan, China
| | - Yuming Jia
- Department of Oncology, Yibin Second People' Hospital, 96, North Street, 644000, Yibin, Sichuan, China
| | - Kaijian Lei
- Department of Oncology, Yibin Second People' Hospital, 96, North Street, 644000, Yibin, Sichuan, China
| | - Lin Zhou
- Department of Thoracic Oncology, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, 37, Guoxue Lane, 610041, Chengdu, Sichuan, China.
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Redmond KJ, Gui C, Benedict S, Milano MT, Grimm J, Vargo JA, Soltys SG, Yorke E, Jackson A, El Naqa I, Marks LB, Xue J, Heron DE, Kleinberg LR. Tumor Control Probability of Radiosurgery and Fractionated Stereotactic Radiosurgery for Brain Metastases. Int J Radiat Oncol Biol Phys 2020; 110:53-67. [PMID: 33390244 DOI: 10.1016/j.ijrobp.2020.10.034] [Citation(s) in RCA: 64] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2020] [Accepted: 10/25/2020] [Indexed: 11/30/2022]
Abstract
PURPOSE As part of the American Association of Physicists in Medicine Working Group on Stereotactic Body Radiotherapy, tumor control probability (TCP) after stereotactic radiosurgery (SRS) and fractionated stereotactic radiosurgery (fSRS) for brain metastases was modeled based on pooled dosimetric and clinical data from published English-language literature. METHODS AND MATERIALS PubMed-indexed studies published between January 1995 and September 2017 were used to evaluate dosimetric and clinical predictors of TCP after SRS or fSRS for brain metastases. Eligible studies had ≥10 patients and included detailed dose-fractionation data with corresponding ≥1-year local control (LC) data, typically evaluated as a >20% increase in diameter of the targeted lesion using the pre-SRS diameter as a reference. RESULTS Of 2951 potentially eligible manuscripts, 56 included sufficient dose-volume data for analyses. Accepting that necrosis and pseudoprogression can complicate the assessment of LC, for tumors ≤20 mm, single-fraction doses of 18 and 24 Gy corresponded with >85% and 95% 1-year LC rates, respectively. For tumors 21 to 30 mm, an 18 Gy single-fraction dose was associated with 75% LC. For tumors 31 to 40 mm, a 15 Gy single-fraction dose yielded ∼69% LC. For 3- to 5-fraction fSRS using doses in the range of 27 to 35 Gy, 80% 1-year LC has been achieved for tumors of 21 to 40 mm in diameter. CONCLUSIONS TCP for SRS and fSRS are presented. For small lesions ≤20 mm, single doses of ≈18 Gy appear generally associated with excellent rates of LC; for melanoma, higher doses seem warranted. For larger lesions >20 mm, local control rates appear to be ≈ 70% to 75% with usual doses of 15 to 18 Gy, and in this setting, fSRS regimens should be considered. Greater consistency in reporting of dosimetric and LC data is needed to facilitate future pooled analyses. As systemic and biologic therapies evolve, updated analyses will be needed to further assess the necessity, efficacy, and toxicity of SRS and fSRS.
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Affiliation(s)
- Kristin J Redmond
- Department of Radiation Oncology and Molecular Radiation Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Chengcheng Gui
- Department of Radiation Oncology and Molecular Radiation Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Stanley Benedict
- Department of Radiation Oncology, University of California at Davis Comprehensive Cancer Center, Sacramento, California
| | - Michael T Milano
- Department of Radiation Oncology, University of Rochester, Rochester, New York
| | - Jimm Grimm
- Department of Radiation Oncology, Geisinger Medical Center, Danville, Pennsylvania
| | - J Austin Vargo
- Department of Radiation Oncology, UPMC Hillman Cancer Center, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Scott G Soltys
- Department of Radiation Oncology, Stanford University, Stanford, California
| | - Ellen Yorke
- Medical Physics Department, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Andrew Jackson
- Medical Physics Department, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Issam El Naqa
- Department of Machine Learning and Radiation Oncology, Moffitt Cancer Center, Tampa, Florida
| | - Lawrence B Marks
- Department of Radiation Oncology and the Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill
| | - Jinyu Xue
- Department of Radiation Oncology, New York University, New York, New York
| | - Dwight E Heron
- Department of Radiation Oncology, Bon Secours Mercy Health System, Youngstown, Ohio
| | - Lawrence R Kleinberg
- Department of Radiation Oncology and Molecular Radiation Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland
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Li PJ, Luo J, Liu GE, Liu DH, Shen SS, Li XJ, Ma H. Radiation therapy for patients with brain metastases from non-small cell lung cancer without driven gene mutation. Chin Med J (Engl) 2020; 133:2359-2361. [PMID: 32858591 PMCID: PMC7546886 DOI: 10.1097/cm9.0000000000001044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Affiliation(s)
- Pei-Jie Li
- Department of Oncology, The Second Affiliated Hospital of Zunyi Medical University, Zunyi, Guizhou 563000, China
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Milano MT, Grimm J, Niemierko A, Soltys SG, Moiseenko V, Redmond KJ, Yorke E, Sahgal A, Xue J, Mahadevan A, Muacevic A, Marks LB, Kleinberg LR. Single- and Multifraction Stereotactic Radiosurgery Dose/Volume Tolerances of the Brain. Int J Radiat Oncol Biol Phys 2020; 110:68-86. [PMID: 32921513 DOI: 10.1016/j.ijrobp.2020.08.013] [Citation(s) in RCA: 158] [Impact Index Per Article: 39.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2020] [Accepted: 08/03/2020] [Indexed: 12/14/2022]
Abstract
PURPOSE As part of the American Association of Physicists in Medicine Working Group on Stereotactic Body Radiotherapy investigating normal tissue complication probability (NTCP) after hypofractionated radiation therapy, data from published reports (PubMed indexed 1995-2018) were pooled to identify dosimetric and clinical predictors of radiation-induced brain toxicity after single-fraction stereotactic radiosurgery (SRS) or fractionated stereotactic radiosurgery (fSRS). METHODS AND MATERIALS Eligible studies provided NTCPs for the endpoints of radionecrosis, edema, or symptoms after cranial SRS/fSRS and quantitative dose-volume metrics. Studies of patients with only glioma, meningioma, vestibular schwannoma, or brainstem targets were excluded. The data summary and analyses focused on arteriovenous malformations (AVM) and brain metastases. RESULTS Data from 51 reports are summarized. There was wide variability in reported rates of radionecrosis. Available data for SRS/fSRS for brain metastases were more amenable to NTCP modeling than AVM data. In the setting of brain metastases, SRS/fSRS-associated radionecrosis can be difficult to differentiate from tumor progression. For single-fraction SRS to brain metastases, tissue volumes (including target volumes) receiving 12 Gy (V12) of 5 cm3, 10 cm3, or >15 cm3 were associated with risks of symptomatic radionecrosis of approximately 10%, 15%, and 20%, respectively. SRS for AVM was associated with modestly lower rates of symptomatic radionecrosis for equivalent V12. For brain metastases, brain plus target volume V20 (3-fractions) or V24 (5-fractions) <20 cm3 was associated with <10% risk of any necrosis or edema, and <4% risk of radionecrosis requiring resection. CONCLUSIONS The risk of radionecrosis after SRS and fSRS can be modeled as a function of dose and volume treated. The use of fSRS appears to reduce risks of radionecrosis for larger treatment volumes relative to SRS. More standardized dosimetric and toxicity reporting is needed to facilitate future pooled analyses that can refine predictive models of brain toxicity risks.
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Affiliation(s)
- Michael T Milano
- Department of Radiation Oncology, University of Rochester, Rochester, New York.
| | - Jimm Grimm
- Department of Radiation Oncology, Geisinger Cancer Institute, Danville, Pennsylvania
| | - Andrzej Niemierko
- Department of Radiation Oncology, Massachusetts General Hospital, Boston, Massachusetts
| | - Scott G Soltys
- Department of Radiation Oncology, Stanford University Medical Center, Stanford, California
| | - Vitali Moiseenko
- Department of Radiation Medicine and Applied Sciences, University of California San Diego, La Jolla, California
| | - Kristin J Redmond
- Department of Radiation Oncology and Molecular Radiation Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Ellen Yorke
- Department of Medical Physics, Memorial Sloan-Kettering Cancer Center, New York City, New York
| | - Arjun Sahgal
- Department of Radiation Oncology, Odette Cancer Centre, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada
| | - Jinyu Xue
- Department of Radiation Oncology, NYU Langone Medical Center, New York City, NY
| | - Anand Mahadevan
- Department of Radiation Oncology, Geisinger Cancer Institute, Danville, Pennsylvania
| | | | - Lawrence B Marks
- Department of Radiation Oncology and Lineberger Cancer Center, University of North Carolina, Chapel Hill, North Carolina
| | - Lawrence R Kleinberg
- Department of Radiation Oncology and Molecular Radiation Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland
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11
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Mehta P, Janssen S, Fahlbusch FB, Schmid SM, Gebauer J, Cremers F, Ziemann C, Tartz M, Rades D. Sparing the hippocampus and the hypothalamic- pituitary region during whole brain radiotherapy: a volumetric modulated arc therapy planning study. BMC Cancer 2020; 20:610. [PMID: 32605648 PMCID: PMC7325372 DOI: 10.1186/s12885-020-07091-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2020] [Accepted: 06/18/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Feasibility testing of a simultaneous sparing approach of hippocampus, hypothalamus and pituitary gland in patients undergoing whole-brain radiotherapy (WBRT) with and without a concomitant boost to metastatic sites. INTRODUCTION Cognitive impairment and hormonal dysfunction are common side effects of cranial radiotherapy. A reduced dose application to the patho-physiologically involved functional brain areas, i.e. hippocampus, hypothalamus and pituitary gland, could reduce these common side effects. While hippocampal sparing is already a common practice to improve cognitive outcome, technical experience of additional combined sparing of the hypothalamus/pituitary gland (HT-P) is insufficient. METHODS Twenty patients were included in the planning study. In 11 patients, a total dose of 36 Gy of WBRT (2 Gy per fraction) plus a simultaneous integrated boost (SIB) of 9 Gy (0.5 Gy per fraction, total dose: 45 Gy) to the brain metastases was applied. In 9 patients, prophylactic cranial irradiation (PCI) was simulated with a total dose of 30 Gy (2 Gy per fraction). In both patient cohorts, a sparing approach of the hippocampus and the HT-P area was simulated during WBRT. For all treatment plans, volumetric modulated arc therapy (VMAT) was used. Quality assurance included assessment of homogeneity, conformality and target coverage. RESULTS The mean dose to the hippocampus and HT-P region was limited to less than 50% of the prescribed dose to the planning target volume (PTV) in all treatment plans. Dose homogeneity (HI) of the target volume was satisfying (median HI = 0.16 for WBRT+SIB and 0.1 for PCI) and target coverage (conformation number, CN) was not compromised (median CN = 0.82 for SIB and 0.86 for PCI). CONCLUSION Simultaneous dose reduction to the hippocampus and the HT-P area did not compromise the PTV coverage in patients undergoing WBRT+SIB or PCI using VMAT. While the feasibility of the presented approach is promising, prospective neurologic, endocrine outcome and safety studies are required.
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Affiliation(s)
- P Mehta
- Department of Radiation Oncology, University of Lübeck, Lübeck, Germany
| | - S Janssen
- Department of Radiation Oncology, University of Lübeck, Lübeck, Germany.
- Private Practice of Radiation Oncology, Hannover, Germany.
| | - F B Fahlbusch
- Department of Pediatrics and Adolescent Medicine, Friedrich-Alexander-University of Erlangen-Nürnberg, Erlangen, Germany
| | - S M Schmid
- Institute for Endocrinology and Diabetes, University of Lübeck, Lübeck, Germany
- German Center for Diabetes Research (DZD), Neuherberg, Germany
| | - J Gebauer
- Institute for Endocrinology and Diabetes, University of Lübeck, Lübeck, Germany
| | - F Cremers
- Department of Radiation Oncology, University of Lübeck, Lübeck, Germany
| | - C Ziemann
- Department of Radiation Oncology, University of Lübeck, Lübeck, Germany
| | - M Tartz
- Private Practice of Radiation Oncology, Hannover, Germany
| | - D Rades
- Department of Radiation Oncology, University of Lübeck, Lübeck, Germany
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12
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Loo M, Pin Y, Thierry A, Clavier JB. Single-fraction radiosurgery versus fractionated stereotactic radiotherapy in patients with brain metastases: a comparative study. Clin Exp Metastasis 2020; 37:425-434. [PMID: 32185576 DOI: 10.1007/s10585-020-10031-5] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2019] [Accepted: 03/10/2020] [Indexed: 12/11/2022]
Abstract
To compare the local control and brain radionecrosis in patients with brain metastasis primarily treated by single-fraction radiosurgery (SRS) or hypofractionated stereotactic radiotherapy (HFSRT). Between January 2012 and December 2017, 179 patients with only 1-3 brain metastases (total: 287) primarily treated by SRS (14 Gy) or HFSRT (23.1 Gy in 3 fractions of 7.7 Gy, every other day) were retrospectively analyzed in a single center. Follow-up imaging data were available in 152 patients with 246 lesions. The corresponding Biological Effective Dose (BED) were 33.6 Gy and 40.9 Gy respectively for SRS and HFSRT group, assuming an α/β of 10 Gy. Local control (LC) and risk of radionecrosis (RN) were calculated by the Kaplan-Meier method. The actuarial local control rates at 6 and 12 months were 94% and 88.1% in SRS group, and 87.6% and 78.4%, in HFSRT group (p = 0.06), respectively. Only the total volume of edema was associated with worse LC (p = 0.01, HR 1.02, 95% CI [1.004-1.03]) in multivariate analysis. Brain radionecrosis occurred in 1 lesion in SRS group and 9 in HFSRT group. Median time to necrosis was 5.5 months (range 1-9). Only the volume of GTV was associated with RN (p = 0.02, HR 1.09, 95% CI [1.01-1.18]) in multivariate analysis. Multi-fraction SRT dose of 23.31 Gy in 3 fractions has similar efficacy to single-fraction SRT dose of 14 Gy in patients with brain metastases. A slightly higher occurrence of radionecrosis appeared in HFSRT group.
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Affiliation(s)
- Maxime Loo
- Radiotherapy Department, Centre Paul Strauss, Strasbourg Cedex, 67065, France.
| | - Yvan Pin
- Radiotherapy Department, Centre Paul Strauss, Strasbourg Cedex, 67065, France
| | - Alicia Thierry
- Public Health and Statistics Department, Centre Paul Strauss, Strasbourg Cedex, 67065, France
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13
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Steinmann D, Vordermark D, Gerstenberg W, Aschoff R, Gharbi N, Müller A, Schäfer C, Theodorou M, Wypior HJ, Geinitz H. Quality of life in patients with limited (1–3) brain metastases undergoing stereotactic or whole brain radiotherapy. Strahlenther Onkol 2019; 196:48-57. [DOI: 10.1007/s00066-019-01506-w] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2019] [Accepted: 07/26/2019] [Indexed: 10/26/2022]
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14
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Traylor JI, Habib A, Patel R, Muir M, Gadot R, Briere T, Yeboa DN, Li J, Rao G. Fractionated stereotactic radiotherapy for local control of resected brain metastases. J Neurooncol 2019; 144:343-350. [PMID: 31313060 DOI: 10.1007/s11060-019-03233-9] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2019] [Accepted: 06/26/2019] [Indexed: 01/03/2023]
Abstract
PURPOSE Postoperative stereotactic radiosurgery (SRS) has been shown to establish local control in patients with resected brain metastases, yet its efficacy may be limited, particularly for resected lesions with large post-operative resection cavities. We describe the efficacy of postoperative fractionated stereotactic radiotherapy (FSRT) for local control in patients who have undergone resection for brain metastases. METHODS In this retrospective cohort study, we analyzed patients who received FSRT for resected brain metastases in 3 or 5 fractions. Time to local recurrence was the primary endpoint in this study. RESULTS Sixty-seven patients (n = 29 female, n = 38 male) met study criteria for review. The median age of the cohort was 62 years (range 18-79 years). Median preoperative tumor volume was 11.1 cm3 (range 0.4-77.0 cm3). The rate of local control was 91.0% at 6 months, 85.1% at 12 months, and 85.1% at 18 months. Estimates of freedom from local recurrence at 6 and 12 months were 90.9% and 84.3%, respectively. Higher biologically equivalent doses (BED10) were found to be predictive of longer freedom from local recurrence on univariate and multivariable analysis. Larger cavity volumes were found to correspond to longer time to local recurrence on univariate and multivariable analysis. CONCLUSION Our results suggest that postoperative FSRT may be an effective method for providing local control to the surgical bed in patients with resected brain metastases, particularly for larger tumors not amenable to conventional, single-fraction SRS. Additional prospective studies are needed to confirm these findings.
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Affiliation(s)
- Jeffrey I Traylor
- Department of Neurosurgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ahmed Habib
- Department of Neurosurgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Rajan Patel
- Department of Neurosurgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Matthew Muir
- Department of Neurosurgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ron Gadot
- Department of Neurosurgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Tina Briere
- Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Debra N Yeboa
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jing Li
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ganesh Rao
- Department of Neurosurgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA. .,Department of of Neurosurgery, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Room FC7.2000, Unit 853, Houston, TX, 77030-4009, USA.
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15
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Ayas AW, Grau S, Jablonska K, Ruess D, Ruge M, Marnitz S, Goldbrunner R, Kocher M. Postoperative local fractionated radiotherapy for resected single brain metastases. Strahlenther Onkol 2018; 194:1163-1170. [PMID: 30218137 DOI: 10.1007/s00066-018-1368-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2018] [Accepted: 08/28/2018] [Indexed: 11/26/2022]
Abstract
PURPOSE Evaluation of postoperative fractionated local 3D-conformal radiotherapy (3DRT) of the resection cavity in brain metastases. PATIENTS AND METHODS Between 2011 and 2016, 57 patients underwent resection of a single, previously untreated (37/57, 65%) or recurrent (20/57, 35%) brain metastasis (median maximal diameter 3.5 cm [1.1-6.5 cm]) followed by 3DRT. For definition of the gross tumor volume (GTV), the resection cavity was used and for the clinical target volume (CTV), margins of 1.0-1.5 cm were added. Median dose was 48.0 Gy (30.0-50.4 Gy) in 25 (10-28) fractions; most patients had 36.0-42.0 Gy in 3.0 Gy fractions (n = 16, EQD210Gy 39.0-45.5 Gy) or 40.0-50.4 Gy in 1.8-2.0 Gy fractions (n = 37, EQD210Gy 39.3-50.0 Gy). RESULTS Median follow-up was 18 months. Local control rates were 83% at 1 year and 78% at 2 years and were significantly influenced by histology (breast cancer 100%, non-small lung cancer 87%, melanoma 80%, colorectal cancer 26% at 2 years, p = 0.006) and resection status (p < 0.0001), but not by EQD210Gy or size of the planning target volume (median 96.7 ml [16.7-282.8 ml]). At 1 and 2 years, 74% and 52% of the patients were free from distant brain metastases. Salvage procedures were applied in 25/27 (93%) of recurrent patients. Survival was 68% at 1 year and 41% at 2 years and was significantly improved in younger patients (p = 0.006) with higher Karnofsky performance score (p < 0.0001) and without prior radiotherapy (54% vs. 9% at 2 years, p = 0.006). No cases of radiographic or symptomatic radionecrosis were observed. CONCLUSION Adjuvant fractionated local 3DRT is highly effective in radiosensitive, completely resected metastases and should be considered for treating large resection cavities as an alternative to postoperative stereotactic single dose or hypofractionated radiosurgery.
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Affiliation(s)
- Ahmad Walid Ayas
- Department of Radiation Oncology, Center for Integrated Oncology, University Hospital Cologne, Cologne, Germany
| | - Stefan Grau
- Department of Neurosurgery, Center for Integrated Oncology, University Hospital Cologne, Cologne, Germany
| | - Karolina Jablonska
- Department of Radiation Oncology, Center for Integrated Oncology, University Hospital Cologne, Cologne, Germany
| | - Daniel Ruess
- Department of Stereotactic and Functional Neurosurgery, Center for Integrated Oncology, University Hospital Cologne, Kerpener Str. 62, 50937, Cologne, Germany
| | - Maximilian Ruge
- Department of Stereotactic and Functional Neurosurgery, Center for Integrated Oncology, University Hospital Cologne, Kerpener Str. 62, 50937, Cologne, Germany
| | - Simone Marnitz
- Department of Radiation Oncology, Center for Integrated Oncology, University Hospital Cologne, Cologne, Germany
| | - Roland Goldbrunner
- Department of Neurosurgery, Center for Integrated Oncology, University Hospital Cologne, Cologne, Germany
| | - Martin Kocher
- Department of Radiation Oncology, Center for Integrated Oncology, University Hospital Cologne, Cologne, Germany.
- Department of Stereotactic and Functional Neurosurgery, Center for Integrated Oncology, University Hospital Cologne, Kerpener Str. 62, 50937, Cologne, Germany.
- Institute of Neuroscience and Medicine (INM-4), Forschungszentrum Juelich, Juelich, Germany.
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16
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Loganadane G, Dhermain F, Louvel G, Kauv P, Deutsch E, Le Péchoux C, Levy A. Brain Radiation Necrosis: Current Management With a Focus on Non-small Cell Lung Cancer Patients. Front Oncol 2018; 8:336. [PMID: 30234011 PMCID: PMC6134016 DOI: 10.3389/fonc.2018.00336] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2018] [Accepted: 08/02/2018] [Indexed: 12/25/2022] Open
Abstract
As the prognosis of metastatic non-small cell lung cancer (NSCLC) patients is constantly improving with advances in systemic therapies (immune checkpoint blockers and new generation of targeted molecular compounds), more attention should be paid to the diagnosis and management of treatments-related long-term secondary effects. Brain metastases (BM) occur frequently in the natural history of NSCLC and stereotactic radiation therapy (SRT) is one of the main efficient local non-invasive therapeutic methods. However, SRT may have some disabling side effects. Brain radiation necrosis (RN) represents one of the main limiting toxicities, generally occurring from 6 months to several years after treatment. The diagnosis of RN itself may be quite challenging, as conventional imaging is frequently not able to differentiate RN from BM recurrence. Retrospective studies have suggested increased incidence rates of RN in NSCLC patients with oncogenic driver mutations [epidermal growth factor receptor (EGFR) mutated or anaplastic lymphoma kinase (ALK) positive] or receiving tyrosine kinase inhibitors. The risk of immune checkpoint inhibitors in contributing to RN remains controversial. Treatment modalities for RN have not been prospectively compared. Those include surveillance, corticosteroids, bevacizumab and local interventions (minimally invasive laser interstitial thermal ablation or surgery). The aim of this review is to describe and discuss possible RN management options in the light of the newly available literature, with a particular focus on NSCLC patients.
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Affiliation(s)
| | - Frédéric Dhermain
- Department of Radiation Oncology, Gustave Roussy, Université Paris-Saclay, Villejuif, France
| | - Guillaume Louvel
- Department of Radiation Oncology, Gustave Roussy, Université Paris-Saclay, Villejuif, France
| | - Paul Kauv
- Department of Neuroradiology, AP-HP, CHU Henri Mondor, University of Paris-Est, Créteil, France
| | - Eric Deutsch
- Department of Radiation Oncology, Gustave Roussy, Université Paris-Saclay, Villejuif, France.,INSERM U1030, Molecular Radiotherapy, Gustave Roussy, Université Paris-Saclay, Villejuif, France.,Université Paris-Sud, Université Paris-Saclay, Le Kremlin-Bicêtre, France
| | - Cécile Le Péchoux
- Department of Radiation Oncology, Gustave Roussy, Université Paris-Saclay, Villejuif, France
| | - Antonin Levy
- Department of Radiation Oncology, Gustave Roussy, Université Paris-Saclay, Villejuif, France.,INSERM U1030, Molecular Radiotherapy, Gustave Roussy, Université Paris-Saclay, Villejuif, France.,Université Paris-Sud, Université Paris-Saclay, Le Kremlin-Bicêtre, France
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17
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Sinclair G, Benmakhlouf H, Martin H, Brigui M, Maeurer M, Dodoo E. The role of radiosurgery in the acute management of fourth ventricle compression due to brain metastases. Surg Neurol Int 2018; 9:112. [PMID: 29930878 PMCID: PMC5991270 DOI: 10.4103/sni.sni_387_17] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2017] [Accepted: 12/26/2017] [Indexed: 11/16/2022] Open
Abstract
Background: Approximately 20–30% of all intracranial metastases are located in the posterior fossa. The clinical evolution hinges on factors such as tumor growth dynamics, local topographic conditions, performance status, and prompt intervention. Fourth ventricle (V4) compression with secondary life-threatening obstructive hydrocephalus remains a major concern, often requiring acute surgical intervention. We have previously reported on the application of adaptive hypofractionated Gamma Knife Radiosurgery in the acute management of critically located metastases, a technique known to us as rapid rescue radiosurgery (3R). We report the results of 3R in the management of posterior fossa lesions and ensuing V4 decompression. Case Descriptions: Four patients with V4 compression due to posterior fossa metastases were treated with 3R by three separate gamma knife radiosurgical sessions (GKRS) over a period of seven days. Mean V4 volume was 1.02 cm3 at GKRS 1, 1.13 cm3 at GKRS 2, and 1.12 cm3 at GKRS 3. Mean tumor volume during the week of treatment was 10 cm3 at both GKRS 1 and 2 and 9 cm3 at GKRS 3. On average, we achieved a tumor volume reduction of 52% and a V4 size increase of 64% at the first follow-up (4 weeks after GKRS 3). Long-term follow-up showed continued local tumor control, stable V4 volume, and absence of hydrocephalus. Conclusion: For this series, 3R was effective in terms of rapid tumor ablation, V4 decompression, and limited radiation-induced toxicity. This surgical procedure may become an additional tool in the management of intractable posterior fossa metastasis with V4 compression.
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Affiliation(s)
- G Sinclair
- Department of Neurosurgery, Karolinska University Hospital, Stockholm, Sweden
| | - H Benmakhlouf
- Department of Medical Radiation Physics and Nuclear Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - H Martin
- Department of Neuroradiology, Karolinska University Hospital, Stockholm, Sweden
| | - M Brigui
- Department of Neurosurgery, Karolinska University Hospital, Stockholm, Sweden
| | - M Maeurer
- Division of Therapeutic Immunology, Department of Laboratory Medicine, Karolinska Institute, Centre for Allogeneic Stem Cell Transplantation, Karolinska University Hospital, Stockholm, Sweden
| | - E Dodoo
- Department of Neurosurgery, Karolinska University Hospital, Stockholm, Sweden
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18
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Postoperative hypofractionated stereotactic brain radiation (HSRT) for resected brain metastases: improved local control with higher BED 10. J Neurooncol 2018; 139:449-454. [PMID: 29749569 DOI: 10.1007/s11060-018-2885-6] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2018] [Accepted: 04/26/2018] [Indexed: 11/27/2022]
Abstract
INTRODUCTION HSRT directed to large surgical beds in patients with resected brain metastases improves local control while sparing patients the toxicity associated with whole brain radiation. We review our institutional series to determine factors predictive of local failure. METHODS In a total of 39 consecutive patients with brain metastases treated from August 2011 to August 2016, 43 surgical beds were treated with HSRT in three or five fractions. All treatments were completed on a robotic radiosurgery platform using the 6D Skull tracking system. Volumetric MRIs from before and after surgery were used for radiation planning. A 2-mm PTV margin was used around the contoured surgical bed and resection margins; these were reviewed by the radiation oncologist and neurosurgeon. Lower total doses were prescribed based on proximity to critical structures or if prior radiation treatments were given. Local control in this study is defined as no volumetric MRI evidence of recurrence of tumor within the high dose radiation volume. Statistics were calculated using JMP Pro v13. RESULTS Of the 43 surgical beds analyzed, 23 were from NSCLC, 5 were from breast, 4 from melanoma, 5 from esophagus, and 1 each from SCLC, sarcoma, colon, renal, rectal, and unknown primary. Ten were treated with three fractions with median dose 24 Gy and 33 were treated with five fractions with median dose 27.5 Gy using an every other day fractionation. There were no reported grade 3 or higher toxicities. Median follow up was 212 days after completion of radiation. 10 (23%) surgical beds developed local failure with a median time to failure of 148 days. All but three patients developed new brain metastases outside of the treated field and were treated with stereotactic radiosurgery, whole brain radiation and/or chemotherapy. Five patients (13%) developed leptomeningeal disease. With a median follow up of 226 days, 30 Gy/5 fx was associated with the best local control (93%) with only 1 local failure. A lower total dose in five fractions (ie 27.5 or 25 Gy) had a local control rate of 70%. For three fraction SBRT, local control was 100% using a dose of 27 Gy in three fractions (follow up was > 600 days) and 71% if 24 Gy in three fractions was used. A higher total biologically equivalent dose (BED10) was statistically significant for improved local control (p = 0.04) with a threshold BED10 ≥ 48 associated with better local control. CONCLUSIONS HSRT after surgical resection for brain metastasis is well tolerated and has improved local control with BED10 ≥ 48 (30 Gy/5 fx and 27 Gy/3 fx). Additional study is warranted.
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19
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Hecht M, Meier F, Zimmer L, Polat B, Loquai C, Weishaupt C, Forschner A, Gutzmer R, Utikal JS, Goldinger SM, Geier M, Hassel JC, Balermpas P, Kiecker F, Rauschenberg R, Dietrich U, Clemens P, Berking C, Grabenbauer G, Schadendorf D, Grabbe S, Schuler G, Fietkau R, Distel LV, Heinzerling L. Clinical outcome of concomitant vs interrupted BRAF inhibitor therapy during radiotherapy in melanoma patients. Br J Cancer 2018; 118:785-792. [PMID: 29438368 PMCID: PMC5886123 DOI: 10.1038/bjc.2017.489] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2017] [Revised: 12/11/2017] [Accepted: 12/15/2017] [Indexed: 02/08/2023] Open
Abstract
Background: Concomitant radiation with BRAF inhibitor (BRAFi) therapy may increase radiation-induced side effects but also potentially improve tumour control in melanoma patients. Methods: A total of 155 patients with BRAF-mutated melanoma from 17 European skin cancer centres were retrospectively analysed. Out of these, 87 patients received concomitant radiotherapy and BRAFi (59 vemurafenib, 28 dabrafenib), while in 68 patients BRAFi therapy was interrupted during radiation (51 vemurafenib, 17 dabrafenib). Overall survival was calculated from the first radiation (OSRT) and from start of BRAFi therapy (OSBRAFi). Results: The median duration of BRAFi treatment interruption prior to radiotherapy was 4 days and lasted for 17 days. Median OSRT and OSBRAFi in the entire cohort were 9.8 and 12.6 months in the interrupted group and 7.3 and 11.5 months in the concomitant group (P=0.075/P=0.217), respectively. Interrupted vemurafenib treatment with a median OSRT and OSBRAFi of 10.1 and 13.1 months, respectively, was superior to concomitant vemurafenib treatment with a median OSRT and OSBRAFi of 6.6 and 10.9 months (P=0.004/P=0.067). Interrupted dabrafenib treatment with a median OSRT and OSBRAFi of 7.7 and 9.8 months, respectively, did not differ from concomitant dabrafenib treatment with a median OSRT and OSBRAFi of 9.9 and 11.6 months (P=0.132/P=0.404). Median local control of the irradiated area did not differ in the interrupted and concomitant BRAFi treatment groups (P=0.619). Skin toxicity of grade ≥2 (CTCAE) was significantly increased in patients with concomitant vemurafenib compared to the group with treatment interruption (P=0.002). Conclusions: Interruption of vemurafenib treatment during radiation was associated with better survival and less toxicity compared to concomitant treatment. Due to lower number of patients, the relevance of treatment interruption in dabrafenib treated patients should be further investigated. The results of this analysis indicate that treatment with the BRAFi vemurafenib should be interrupted during radiotherapy. Prospective studies are desperately needed.
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Affiliation(s)
- Markus Hecht
- Department of Radiation Oncology, University Hospital Erlangen, Erlangen, Germany
| | - Friedegund Meier
- Department of Dermatology, University Hospital Dresden, Dresden, Germany
| | - Lisa Zimmer
- Department of Dermatology, University Hospital Essen, Essen, Germany
| | - Bülent Polat
- Department of Radiation Oncology, University Hospital Würzburg, Würzburg, Germany
| | - Carmen Loquai
- Department of Dermatology, University Medical Center Mainz, Mainz, Germany
| | - Carsten Weishaupt
- Department of Dermatology, University Hospital Münster, Münster, Germany
| | - Andrea Forschner
- Department of Dermatology, University Hospital Tübingen, Tübingen, Germany
| | - Ralf Gutzmer
- Skin Cancer Center Hannover, Department of Dermatology and Allergy, Hannover Medical School, Hannover, Germany
| | - Jochen S Utikal
- Skin Cancer Unit, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Department of Dermatology, Venereology and Allergology, University Medical Center Mannheim, Ruprecht-Karl University of Heidelberg, Mannheim, Germany
| | - Simone M Goldinger
- Department of Dermatology, University Hospital Zürich, Zürich, Switzerland
| | - Michael Geier
- Department of Radiation Oncology, Ordensklinikum Linz, Linz, Austria
| | - Jessica C Hassel
- Department of Dermatology, University Hospital Heidelberg, Heidelberg, Germany
| | - Panagiotis Balermpas
- Department of Radiation Oncology, University Hospital Frankfurt, Frankfurt, Germany
| | - Felix Kiecker
- Department of Dermatology, University Hospital Berlin, Berlin, Germany
| | | | - Ursula Dietrich
- Department of Dermatology, University Hospital Dresden, Dresden, Germany
| | - Patrick Clemens
- Department of Radiation Oncology, Hospital Feldkirch, Feldkirch, Austria
| | - Carola Berking
- Department of Dermatology, University Hospital LMU Munich, München, Germany
| | | | - Dirk Schadendorf
- Department of Dermatology, University Hospital Essen, Essen, Germany
| | - Stephan Grabbe
- Department of Dermatology, University Medical Center Mainz, Mainz, Germany
| | - Gerold Schuler
- Department of Dermatology, University Hospital Erlangen, Erlangen, Germany
| | - Rainer Fietkau
- Department of Radiation Oncology, University Hospital Erlangen, Erlangen, Germany
| | - Luitpold V Distel
- Department of Radiation Oncology, University Hospital Erlangen, Erlangen, Germany
| | - Lucie Heinzerling
- Department of Dermatology, University Hospital Erlangen, Erlangen, Germany
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20
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Improved effectiveness of stereotactic radiosurgery in large brain metastases by individualized isotoxic dose prescription: an in silico study. Strahlenther Onkol 2018; 194:560-569. [PMID: 29349605 PMCID: PMC5959984 DOI: 10.1007/s00066-018-1262-x] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2017] [Accepted: 01/05/2018] [Indexed: 12/25/2022]
Abstract
INTRODUCTION In large brain metastases (BM) with a diameter of more than 2 cm there is an increased risk of radionecrosis (RN) with standard stereotactic radiosurgery (SRS) dose prescription, while the normal tissue constraint is exceeded. The tumor control probability (TCP) with a single dose of 15 Gy is only 42%. This in silico study tests the hypothesis that isotoxic dose prescription (IDP) can increase the therapeutic ratio (TCP/Risk of RN) of SRS in large BM. MATERIALS AND METHODS A treatment-planning study with 8 perfectly spherical and 46 clinically realistic gross tumor volumes (GTV) was conducted. The effects of GTV size (0.5-4 cm diameter), set-up margins (0, 1, and 2 mm), and beam arrangements (coplanar vs non-coplanar) on the predicted TCP using IDP were assessed. For single-, three-, and five-fraction IDP dose-volume constraints of V12Gy = 10 cm3, V19.2 Gy = 10 cm3, and a V20Gy = 20 cm3, respectively, were used to maintain a low risk of radionecrosis. RESULTS In BM of 4 cm in diameter, the maximum achievable single-fraction IDP dose was 14 Gy compared to 15 Gy for standard SRS dose prescription, with respective TCPs of 32 and 42%. Fractionated SRS with IDP was needed to improve the TCP. For three- and five-fraction IDP, a maximum predicted TCP of 55 and 68% was achieved respectively (non-coplanar beams and a 1 mm GTV-PTV margin). CONCLUSIONS Using three-fraction or five-fraction IDP the predicted TCP can be increased safely to 55 and 68%, respectively, in large BM with a diameter of 4 cm with a low risk of RN. Using IDP, the therapeutic ratio of SRS in large BM can be increased compared to current SRS dose prescription.
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21
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Nieder C, Kämpe TA, Pawinski A, Dalhaug A. Patient-reported symptoms before palliative radiotherapy predict survival differences. Strahlenther Onkol 2018; 194:533-538. [PMID: 29344766 DOI: 10.1007/s00066-018-1259-5] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2017] [Accepted: 01/05/2018] [Indexed: 12/15/2022]
Abstract
BACKGROUND Widely used prognostic scores, e. g., for brain or bone metastases, are based on disease- and patient-related factors such as extent of metastases, age and performance status, which were available in the databases used to develop the scores. Few groups were able to include patient-reported symptoms. In our department, all patients were assessed with the Edmonton Symptom Assessment System (ESAS, a one-sheet questionnaire addressing 11 major symptoms and wellbeing on a numeric scale of 0-10) at the time of treatment planning since 2012. Therefore, we analyzed the prognostic impact of baseline ESAS symptom severity. METHODS Retrospective review of 102 patients treated with palliative radiotherapy (PRT) between 2012 and 2015. All ESAS items were dichotomized (below/above median). Uni- and multivariate analyses were performed to identify prognostic factors for survival. RESULTS The most common tumor types were prostate, breast and non-small cell lung cancer, predominantly with distant metastases. Median survival was 6 months. Multivariate analysis resulted in six significant prognostic factors. These were ESAS pain while not moving (median 3), ESAS appetite (median 5), Eastern Cooperative Oncology Group (ECOG) performance status, pleural effusion/metastases, intravenous antibiotics at start or within 2 weeks before PRT and no systemic cancer treatment. CONCLUSIONS Stronger pain while not moving and reduced appetite (below/above median) predicted significantly shorter survival. Development of new prognostic scores should include patient-reported symptoms and other innovative parameters because they were more important than primary tumor type, age and other traditional baseline parameters.
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Affiliation(s)
- Carsten Nieder
- Department of Oncology and Palliative Medicine, Nordland Hospital Trust, 8092, Bodø, Norway. .,Department of Clinical Medicine, Faculty of Health Sciences, UiT-The Artic University of Norway, 9038, Tromsø, Norway.
| | - Thomas A Kämpe
- Department of Oncology and Palliative Medicine, Nordland Hospital Trust, 8092, Bodø, Norway
| | - Adam Pawinski
- Department of Oncology and Palliative Medicine, Nordland Hospital Trust, 8092, Bodø, Norway
| | - Astrid Dalhaug
- Department of Oncology and Palliative Medicine, Nordland Hospital Trust, 8092, Bodø, Norway.,Department of Clinical Medicine, Faculty of Health Sciences, UiT-The Artic University of Norway, 9038, Tromsø, Norway
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22
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Sinclair G, Martin H, Fagerlund M, Samadi A, Benmakhlouf H, Doodo E. Adaptive hypofractionated gamma knife radiosurgery in the acute management of large thymic carcinoma brain metastases. Surg Neurol Int 2017; 8:95. [PMID: 28607829 PMCID: PMC5461566 DOI: 10.4103/sni.sni_391_16] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2016] [Accepted: 03/09/2017] [Indexed: 11/04/2022] Open
Abstract
BACKGROUND Brain metastases often lead to serious neurological impairment and life threatening states. Their acute management remains complex, particularly in the case of rare malignancies with aggressive evolution. In large single lesions, open surgery followed by radiation to the surgical cavity is widely regarded as the best approach; yet in many cases, microsurgery is not feasible due to the lesion's critical location and/or the number of brain metastases present. We report the effects of adaptive hypofractionated gamma knife radiosurgery in the acute management of critically located thymic carcinoma metastases. CASE DESCRIPTION A 50-year-old male with metastatic thymic carcinoma was treated with radiosurgery for two large supratentorial brain metastases (M3 and M4) adjacent to eloquent areas and one smaller cerebellar metastasis (M2). M3 and M4 were treated with adaptive hypofractionated gamma knife radiosurgery, showing a dramatic volume reduction 4 weeks after treatment completion without radiation-induced side effects. Thirteen months later, two new small, threatening supratentorial lesions (M5-M6) were treated with the same technique. Interestingly, M2 (treated with standard single fraction) and M5-M6 developed local adverse radiation events. The patient's general and neurological status remained next to normal by the time of paper submission. CONCLUSION The application of adaptive hypofractionated radiosurgery in this acute setting proved effective in terms of rapid tumor ablation, with salvage of neurological functionality and limited toxicity. We have called the overall procedure rapid rescue radiosurgery (RRR). A systematic study of past and ongoing RRR-treatments is warranted and in progress.
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Affiliation(s)
- Georges Sinclair
- Department of Neurosurgery, Karolinska University Hospital, Stockholm, Sweden
| | - Heather Martin
- Department of Neuroradiology, Karolinska University Hospital, Stockholm, Sweden
| | - Michael Fagerlund
- Department of Neuroradiology, Karolinska University Hospital, Stockholm, Sweden
| | - Amir Samadi
- Department of Neurosurgery, Karolinska University Hospital, Stockholm, Sweden
| | - Hamza Benmakhlouf
- Department of Medical Radiation Physics and Nuclear Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - Ernest Doodo
- Department of Neurosurgery, Karolinska University Hospital, Stockholm, Sweden
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