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Nepote A, Poletto S, Bertaglia V, Carnio S, Piumatti C, Lanzetta C, Cantale O, Saba G, Bironzo P, Novello S, Tralongo AC. Role of osimertinib plus brain radiotherapy versus osimertinib single therapy in EGFR-mutated non-small-cell lung cancer with brain metastases: A meta-analysis and systematic review. Crit Rev Oncol Hematol 2025; 205:104540. [PMID: 39486561 DOI: 10.1016/j.critrevonc.2024.104540] [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: 05/17/2024] [Revised: 10/14/2024] [Accepted: 10/18/2024] [Indexed: 11/04/2024] Open
Abstract
Single-agent osimertinib has improved outcomes in EGFR-mutated lung cancer patients with brain metastases (BMs), but still, 40 % of them will experience an intracranial progression. We performed a systematic review to evaluate the role of brain radiotherapy upfront plus osimertinib. We evaluated articles comparing the use of osimertinib versus osimertinib plus brain radiotherapy. We included 897 patients from nine retrospective studies. Patients treated with combination therapy had an improvement in intracranial progression-free survival (HR 0.76; 95 % CI 0.61-0.94) and overall survival (HR 0.56; 95 % CI 0.36-0.87) with an acceptable safety profile. Osimertinib with upfront brain radiotherapy may be a suitable first-line treatment option for EGFR mutated patients with BMs at diagnosis. The main limitations of this analysis are the retrospective nature and the inability to control for a single variable of interest. Despite that, the combination of osimertinib and upfront brain radiotherapy is a treatment strategy that deserves further prospective trials.
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Affiliation(s)
- Alessandro Nepote
- Oncology Unit, San Luigi Gonzaga Hospital, Department of Oncology, University of Turin, Regione Gonzole 10, Orbassano 10043, Italy
| | - Stefano Poletto
- Oncology Unit, San Luigi Gonzaga Hospital, Department of Oncology, University of Turin, Regione Gonzole 10, Orbassano 10043, Italy
| | - Valentina Bertaglia
- Oncology Unit, San Luigi Gonzaga Hospital, Department of Oncology, University of Turin, Regione Gonzole 10, Orbassano 10043, Italy.
| | - Simona Carnio
- Oncology Unit, San Luigi Gonzaga Hospital, Department of Oncology, University of Turin, Regione Gonzole 10, Orbassano 10043, Italy
| | - Carlo Piumatti
- Oncology Unit, San Luigi Gonzaga Hospital, Department of Oncology, University of Turin, Regione Gonzole 10, Orbassano 10043, Italy
| | - Cristina Lanzetta
- Oncology Unit, San Luigi Gonzaga Hospital, Department of Oncology, University of Turin, Regione Gonzole 10, Orbassano 10043, Italy
| | - Ornella Cantale
- Oncology Unit, San Luigi Gonzaga Hospital, Department of Oncology, University of Turin, Regione Gonzole 10, Orbassano 10043, Italy
| | - Giorgio Saba
- Medical Oncology Unit, University Hospital and University of Cagliari, Cagliari 09042, Italy
| | - Paolo Bironzo
- Oncology Unit, San Luigi Gonzaga Hospital, Department of Oncology, University of Turin, Regione Gonzole 10, Orbassano 10043, Italy
| | - Silvia Novello
- Oncology Unit, San Luigi Gonzaga Hospital, Department of Oncology, University of Turin, Regione Gonzole 10, Orbassano 10043, Italy
| | - Antonino Carmelo Tralongo
- Medical Oncology Unit, Umberto I Hospital, Azienda Sanitaria Provinciale (ASP) Siracusa, Siracusa 96100, Italy
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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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Smith SM, Ranjan K, Hoover BM, Drayson OGG, Acharya MM, Kramár EA, Baulch JE, Limoli CL. Extracellular vesicles from GABAergic but not glutamatergic neurons protect against neurological dysfunction following cranial irradiation. Sci Rep 2024; 14:12274. [PMID: 38806540 PMCID: PMC11133350 DOI: 10.1038/s41598-024-62691-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Accepted: 05/20/2024] [Indexed: 05/30/2024] Open
Abstract
Cranial irradiation used to control brain malignancies invariably leads to progressive and debilitating declines in cognition. Clinical efforts implementing hippocampal avoidance and NMDAR antagonism, have sought to minimize dose to radiosensitive neurogenic regions while normalizing excitatory/inhibitory (E/I) tone. Results of these trials have yielded only marginal benefits to cognition, prompting current studies to evaluate the potential of systemic extracellular vesicle (EV) therapy to restore neurocognitive functionality in the irradiated brain. Here we tested the hypothesis that EVs derived from inhibitory but not excitatory neuronal cultures would prove beneficial to cognition and associated pathology. Rats subjected to a clinically relevant, fractionated cranial irradiation paradigm were given multiple injections of either GABAergic- or glutamatergic-derived EV and subjected to behavioral testing. Rats treated with GABAergic but not glutamatergic EVs showed significant improvements on hippocampal- and cortical-dependent behavioral tasks. While each treatment enhanced levels of the neurotrophic factors BDNF and GDNF, only GABAergic EVs preserved granule cell neuron dendritic spine density. Additional studies conducted with GABAergic EVs, confirmed significant benefits on amygdala-dependent behavior and modest changes in synaptic plasticity as measured by long-term potentiation. These data point to a potentially more efficacious approach for resolving radiation-induced neurological deficits, possibly through a mechanism able to restore homeostatic E/I balance.
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Affiliation(s)
- Sarah M Smith
- Department of Radiation Oncology, University of California Irvine, Medical Sciences I, Room B-146B, Irvine, CA, 92697-2695, USA
| | - Kashvi Ranjan
- Department of Radiation Oncology, University of California Irvine, Medical Sciences I, Room B-146B, Irvine, CA, 92697-2695, USA
| | - Brianna M Hoover
- Department of Radiation Oncology, University of California Irvine, Medical Sciences I, Room B-146B, Irvine, CA, 92697-2695, USA
| | - Olivia G G Drayson
- Department of Radiation Oncology, University of California Irvine, Medical Sciences I, Room B-146B, Irvine, CA, 92697-2695, USA
| | - Munjal M Acharya
- Department of Anatomy and Neurobiology, University of California, Irvine, CA, USA
| | - Eniko A Kramár
- Department of Neurobiology and Behavior, University of California, Irvine, CA, USA
| | - Janet E Baulch
- Department of Radiation Oncology, University of California Irvine, Medical Sciences I, Room B-146B, Irvine, CA, 92697-2695, USA
| | - Charles L Limoli
- Department of Radiation Oncology, University of California Irvine, Medical Sciences I, Room B-146B, Irvine, CA, 92697-2695, USA.
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Habibi MA, Rashidi F, Habibzadeh A, Mehrtabar E, Arshadi MR, Mirjani MS. Prediction of the treatment response and local failure of patients with brain metastasis treated with stereotactic radiosurgery using machine learning: A systematic review and meta-analysis. Neurosurg Rev 2024; 47:199. [PMID: 38684566 DOI: 10.1007/s10143-024-02391-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2024] [Revised: 04/01/2024] [Accepted: 04/07/2024] [Indexed: 05/02/2024]
Abstract
BACKGROUND Stereotactic radiosurgery (SRS) effectively treats brain metastases. It can provide local control, symptom relief, and improved survival rates, but it poses challenges in selecting optimal candidates, determining dose and fractionation, monitoring for toxicity, and integrating with other modalities. Practical tools to predict patient outcomes are also needed. Machine learning (ML) is currently used to predict treatment outcomes. We aim to investigate the accuracy of ML in predicting treatment response and local failure of brain metastasis treated with SRS. METHODS PubMed, Scopus, Web of Science (WoS), and Embase were searched until April 16th, which was repeated on October 17th, 2023 to find possible relevant papers. The study preparation adhered to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guideline. The statistical analysis was performed by the MIDAS package of STATA v.17. RESULTS A total of 17 articles were reviewed, of which seven and eleven were related to the clinical use of ML in predicting local failure and treatment response. The ML algorithms showed sensitivity and specificity of 0.89 (95% CI: 0.84-0.93) and 0.87 (95% CI: 0.81-0.92) for predicting treatment response. The positive likelihood ratio was 7.1 (95% CI: 4.5-11.1), the negative likelihood ratio was 0.13 (95% CI: 0.08-0.19), and the diagnostic odds ratio was 56 (95% CI: 25-125). Moreover, the pooled estimates for sensitivity and specificity of ML algorithms for predicting local failure were 0.93 (95% CI: 0.76-0.98) and 0.80 (95% CI: 0.53-0.94). The positive likelihood ratio was 4.7 (95% CI: 1.6-14.0), the negative likelihood ratio was 0.09 (95% CI: 0.02-0.39), and the diagnostic odds ratio was 53 (95% CI: 5-606). CONCLUSION ML holds promise in predicting treatment response and local failure in brain metastasis patients receiving SRS. However, further studies and improvements in the treatment process can refine the models and effectively integrate them into clinical practice.
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Affiliation(s)
- Mohammad Amin Habibi
- Department of Neurosurgery, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Iran.
| | - Farhang Rashidi
- School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Adriana Habibzadeh
- Student Research Committee, Fasa University of Medical Sciences, Fasa, Iran
| | - Ehsan Mehrtabar
- Advanced Diagnostic and Interventional Radiology Research Center (ADIR), Tehran University of Medical Sciences, Tehran, Iran
| | - Mohammad Reza Arshadi
- Advanced Diagnostic and Interventional Radiology Research Center (ADIR), Tehran University of Medical Sciences, Tehran, Iran
| | - Mohammad Sina Mirjani
- Student Research Committee, Faculty of Medicine, Qom University of Medical Science, Qom, Iran
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Shireman JM, White Q, Ni Z, Mohanty C, Cai Y, Zhao L, Agrawal N, Gonugunta N, Wang X, Mccarthy L, Kasulabada V, Pattnaik A, Ahmed AU, Miller J, Kulwin C, Cohen-Gadol A, Payner T, Lin CT, Savage JJ, Lane B, Shiue K, Kamer A, Shah M, Iyer G, Watson G, Kendziorski C, Dey M. Genomic analysis of human brain metastases treated with stereotactic radiosurgery reveals unique signature based on treatment failure. iScience 2024; 27:109601. [PMID: 38623341 PMCID: PMC11016778 DOI: 10.1016/j.isci.2024.109601] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Revised: 03/12/2024] [Accepted: 03/25/2024] [Indexed: 04/17/2024] Open
Abstract
Stereotactic radiosurgery (SRS) has been shown to be efficacious for the treatment of limited brain metastasis (BM); however, the effects of SRS on human brain metastases have yet to be studied. We performed genomic analysis on resected brain metastases from patients whose resected lesion was previously treated with SRS. Our analyses demonstrated for the first time that patients possess a distinct genomic signature based on type of treatment failure including local failure, leptomeningeal spread, and radio-necrosis. Examination of the center and peripheral edge of the tumors treated with SRS indicated differential DNA damage distribution and an enrichment for tumor suppressor mutations and DNA damage repair pathways along the peripheral edge. Furthermore, the two clinical modalities used to deliver SRS, LINAC and GK, demonstrated differential effects on the tumor landscape even between controlled primary sites. Our study provides, in human, biological evidence of differential effects of SRS across BM's.
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Affiliation(s)
- Jack M. Shireman
- Department of Neurosurgery, University of Wisconsin Madison School of Medicine and Public Health, Madison, WI, USA
| | - Quinn White
- Department of Biostatistics and Medical Informatics, University of Wisconsin Madison School of Medicine and Public Health, Madison, WI, USA
| | - Zijian Ni
- Department of Biostatistics and Medical Informatics, University of Wisconsin Madison School of Medicine and Public Health, Madison, WI, USA
| | - Chitrasen Mohanty
- Department of Biostatistics and Medical Informatics, University of Wisconsin Madison School of Medicine and Public Health, Madison, WI, USA
| | - Yujia Cai
- Department of Biostatistics and Medical Informatics, University of Wisconsin Madison School of Medicine and Public Health, Madison, WI, USA
| | - Lei Zhao
- Department of Neurosurgery, University of Wisconsin Madison School of Medicine and Public Health, Madison, WI, USA
| | - Namita Agrawal
- Department of Radiation Oncology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Nikita Gonugunta
- Department of Neurosurgery, University of Wisconsin Madison School of Medicine and Public Health, Madison, WI, USA
| | - Xiaohu Wang
- Department of Neurosurgery, University of Wisconsin Madison School of Medicine and Public Health, Madison, WI, USA
| | - Liam Mccarthy
- Department of Neurosurgery, University of Wisconsin Madison School of Medicine and Public Health, Madison, WI, USA
| | - Varshitha Kasulabada
- Department of Neurosurgery, University of Wisconsin Madison School of Medicine and Public Health, Madison, WI, USA
| | - Akshita Pattnaik
- Department of Neurosurgery, University of Wisconsin Madison School of Medicine and Public Health, Madison, WI, USA
| | - Atique U. Ahmed
- Department of Neurological Surgery, Northwestern University, Chicago, IL, USA
| | - James Miller
- Department of Neurological Surgery, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Charles Kulwin
- Goodman Campbell Brain and Spine Neurological Surgery, Indianapolis, IN, USA
| | - Aaron Cohen-Gadol
- Department of Neurological Surgery, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Troy Payner
- Goodman Campbell Brain and Spine Neurological Surgery, Indianapolis, IN, USA
| | - Chih-Ta Lin
- Department of Neurological Surgery, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Jesse J. Savage
- Department of Neurological Surgery, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Brandon Lane
- Department of Neurological Surgery, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Kevin Shiue
- Department of Radiation Oncology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Aaron Kamer
- Department of Clinical Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Mitesh Shah
- Department of Neurological Surgery, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Gopal Iyer
- Department of Human Oncology, University of Wisconsin Madison School of Medicine and Public Health, Madison, WI, USA
| | - Gordon Watson
- Department of Radiation Oncology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Christina Kendziorski
- Department of Biostatistics and Medical Informatics, University of Wisconsin Madison School of Medicine and Public Health, Madison, WI, USA
| | - Mahua Dey
- Department of Neurosurgery, University of Wisconsin Madison School of Medicine and Public Health, Madison, WI, USA
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Achkasova K, Kukhnina L, Moiseev A, Kiseleva E, Bogomolova A, Loginova M, Gladkova N. Detection of acute and early-delayed radiation-induced changes in the white matter of the rat brain based on numerical processing of optical coherence tomography data. JOURNAL OF BIOPHOTONICS 2024; 17:e202300458. [PMID: 38253332 DOI: 10.1002/jbio.202300458] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Revised: 12/25/2023] [Accepted: 01/11/2024] [Indexed: 01/24/2024]
Abstract
Detection of radiation-induced changes of the brain white matter is important for brain neoplasms repeated surgery. We investigated the influence of irradiation on the scattering properties of the white matter using optical coherence tomography (OCT). Healthy Wistar rats undergone the irradiation of the brain right hemisphere. At seven time points from the irradiation procedure (2-14 weeks), an ex vivo OCT study was performed with subsequent calculation of attenuation coefficient values in the corpus callosum followed by immunohistochemical analysis. As a result, we discovered acute and early-delayed changes characterized by the edema of different severity, accompanied by a statistically significant decrease in attenuation coefficient values. In particular, these changes were found at 2 weeks after irradiation in the irradiated hemisphere, while at 6- and 12-week time points they affected both irradiated and contralateral hemisphere. Thus, radiation-induced changes occurring in white matter during the first 3 months after irradiation can be detected by OCT.
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Affiliation(s)
- Ksenia Achkasova
- Research Institute of Experimental Oncology and Biomedical Technologies, Privolzhsky Research Medical University, Nizhny Novgorod, Russia
| | - Liudmila Kukhnina
- Research Institute of Experimental Oncology and Biomedical Technologies, Privolzhsky Research Medical University, Nizhny Novgorod, Russia
| | - Alexander Moiseev
- Laboratory of Highly Sensitive Optical Measurements, Institute of Applied Physics of Russian Academy of Sciences, Nizhny Novgorod, Russia
| | - Elena Kiseleva
- Research Institute of Experimental Oncology and Biomedical Technologies, Privolzhsky Research Medical University, Nizhny Novgorod, Russia
| | - Alexandra Bogomolova
- Research Institute of Experimental Oncology and Biomedical Technologies, Privolzhsky Research Medical University, Nizhny Novgorod, Russia
| | - Maria Loginova
- Research Institute of Experimental Oncology and Biomedical Technologies, Privolzhsky Research Medical University, Nizhny Novgorod, Russia
| | - Natalia Gladkova
- Research Institute of Experimental Oncology and Biomedical Technologies, Privolzhsky Research Medical University, Nizhny Novgorod, Russia
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Kumar A, Kumar S, Potter AL, Raman V, Kozono DE, Lanuti M, Jeffrey Yang CF. Surgical management of non-small cell lung cancer with limited metastatic disease involving only the brain. J Thorac Cardiovasc Surg 2024; 167:466-477.e2. [PMID: 37121537 DOI: 10.1016/j.jtcvs.2023.04.034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Revised: 03/18/2023] [Accepted: 04/17/2023] [Indexed: 05/02/2023]
Abstract
OBJECTIVE The optimal primary site treatment modality for non-small cell lung cancer with brain oligometastases is not well established. This study sought to evaluate the long-term survival of patients with non-small cell lung cancer with isolated brain metastases undergoing multimodal therapy with or without thoracic surgery. METHODS Patients with cT1-3, N0-1, M1b-c non-small cell lung cancer with synchronous limited metastatic disease involving only the brain treated with brain stereotactic radiosurgery or neurosurgical resection in the National Cancer Database (2010-2017) were included. Long-term overall survival of patients who underwent multimodal therapy including thoracic surgery ("Thoracic Surgery") versus systemic therapy with or without radiation to the lung ("No Thoracic Surgery") was evaluated using Kaplan-Meier analysis, Cox proportional hazards modeling, and propensity score matching. RESULTS Of the 1240 patients with non-small cell lung cancer with brain-only metastases who received brain stereotactic radiosurgery or neurosurgery and met study inclusion criteria, 270 (21.8%) received primary site resection. The Thoracic Surgery group had improved overall survival compared with the No Thoracic Surgery group in Kaplan-Meier analysis (P < .001) and after multivariable-adjusted Cox proportional hazards modeling (P < .001). In a propensity score-matched analysis of 175 patients each in the Thoracic Surgery and No Thoracic Surgery groups, matching on 13 common prognostic variables, thoracic surgery was associated with better survival (P = .012). CONCLUSIONS In this national analysis, patients with cT1-3, N0-1, M1b-c non-small cell lung cancer with isolated limited brain metastases had better overall survival after multimodal therapy including thoracic surgery compared with systemic therapy without surgery. Multimodal thoracic treatment including surgery can be considered for carefully selected patients with non-small cell lung cancer and limited brain metastases.
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Affiliation(s)
- Arvind Kumar
- Icahn School of Medicine at Mt Sinai, New York, NY
| | - Sanjeevani Kumar
- Division of Thoracic Surgery, Department of Surgery, Massachusetts General Hospital, Boston, Mass
| | - Alexandra L Potter
- Division of Thoracic Surgery, Department of Surgery, Massachusetts General Hospital, Boston, Mass
| | - Vignesh Raman
- Division of Thoracic Surgery, Department of Surgery, Duke University Medical Center, Durham, NC
| | - David E Kozono
- Department of Radiation Oncology, Brigham and Women's Hospital, Boston, Mass
| | - Michael Lanuti
- Division of Thoracic Surgery, Department of Surgery, Massachusetts General Hospital, Boston, Mass
| | - Chi-Fu Jeffrey Yang
- Division of Thoracic Surgery, Department of Surgery, Massachusetts General Hospital, Boston, Mass.
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8
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Zhao J, Liu H, Qi T, Zhao H, Ye T, Ning P. Efficacy and safety analysis of stereotactic body radiotherapy for brain multi-metastases in non-small cell lung cancer patients. Technol Health Care 2024; 32:293-301. [PMID: 37393454 DOI: 10.3233/thc-230104] [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: 07/03/2023]
Abstract
BACKGROUND Lung cancer is prone to metastasize to the brain, which is difficult for surgery and leads to poor prognosis due to poor chemotherapy efficacy. OBJECTIVE Our aim is to evaluate the efficacy and safety of stereotactic body radiotherapy (SBRT) for brain multi-metastases. METHODS In the retrospective study, a total of 51 non-small cell lung cancer (NSCLC) patients with brain multi-metastases (3-5 metastases) receiving SBRT in the local hospital between 2016 and 2019 were enrolled for analyzing the efficacy and safety of SBRT. The primary endpoints included 1-year local control rate, radiotherapy toxicity, overall survival and progression-free survival. RESULTS The median follow-up for the enrolled patients was 21 months, and the 1-year and 2-year OS rates were 82.4% and 45.1%, respectively. Demographic analysis showed no significant differences between SBRT alone and combination with whole brain radiotherapy in clinical characteristics including age, gender and Eastern Cooperative Oncology Group performance status. The 1-year local control rate was 77.3% (17/22) for SBRT alone, which was comparable to 79.3% (23/29) of combined radiotherapy. Cox proportional hazard regression demonstrated that the prognostic benefit of combining WBRT was not significantly superior to SBRT alone (HR = 0.851, P= 0.263). Their radiotherapy toxicity rate was lower in SBRT alone group (13.6%, vs. 44.8% for combination; P= 0.017). CONCLUSION The current research suggested that SBRT alone could effectively relieve tumor burden and improve the prognosis and quality of life for NSCLC patients with brain multi-metastases, which should be validated in further prospective clinical trials.
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Levis M, Gastino A, De Giorgi G, Mantovani C, Bironzo P, Mangherini L, Ricci AA, Ricardi U, Cassoni P, Bertero L. Modern Stereotactic Radiotherapy for Brain Metastases from Lung Cancer: Current Trends and Future Perspectives Based on Integrated Translational Approaches. Cancers (Basel) 2023; 15:4622. [PMID: 37760591 PMCID: PMC10526239 DOI: 10.3390/cancers15184622] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Revised: 09/01/2023] [Accepted: 09/14/2023] [Indexed: 09/29/2023] Open
Abstract
Brain metastases (BMs) represent the most frequent metastatic event in the course of lung cancer patients, occurring in approximately 50% of patients with non-small-cell lung cancer (NSCLC) and in up to 70% in patients with small-cell lung cancer (SCLC). Thus far, many advances have been made in the diagnostic and therapeutic procedures, allowing improvements in the prognosis of these patients. The modern approach relies on the integration of several factors, such as accurate histological and molecular profiling, comprehensive assessment of clinical parameters and precise definition of the extent of intracranial and extracranial disease involvement. The combination of these factors is pivotal to guide the multidisciplinary discussion and to offer the most appropriate treatment to these patients based on a personalized approach. Focal radiotherapy (RT), in all its modalities (radiosurgery (SRS), fractionated stereotactic radiotherapy (SRT), adjuvant stereotactic radiotherapy (aSRT)), is the cornerstone of BM management, either alone or in combination with surgery and systemic therapies. We review the modern therapeutic strategies available to treat lung cancer patients with brain involvement. This includes an accurate review of the different technical solutions which can be exploited to provide a "state-of-art" focal RT and also a detailed description of the systemic agents available as effective alternatives to SRS/SRT when a targetable molecular driver is present. In addition to the validated treatment options, we also discuss the future perspective for focal RT, based on emerging clinical reports (e.g., SRS for patients with many BMs from NSCLC or SRS for BMs from SCLC), together with a presentation of innovative and promising findings in translational research and the combination of novel targeted agents with SRS/SRT.
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Affiliation(s)
- Mario Levis
- Radiation Oncology Unit, Department of Oncology, University of Turin, 10126 Turin, Italy; (M.L.); (A.G.); (G.D.G.); (C.M.); (U.R.)
| | - Alessio Gastino
- Radiation Oncology Unit, Department of Oncology, University of Turin, 10126 Turin, Italy; (M.L.); (A.G.); (G.D.G.); (C.M.); (U.R.)
| | - Greta De Giorgi
- Radiation Oncology Unit, Department of Oncology, University of Turin, 10126 Turin, Italy; (M.L.); (A.G.); (G.D.G.); (C.M.); (U.R.)
| | - Cristina Mantovani
- Radiation Oncology Unit, Department of Oncology, University of Turin, 10126 Turin, Italy; (M.L.); (A.G.); (G.D.G.); (C.M.); (U.R.)
| | - Paolo Bironzo
- Oncology Unit, Department of Oncology, San Luigi Gonzaga Hospital, University of Turin, 10043 Orbassano, Italy;
| | - Luca Mangherini
- Pathology Unit, Department of Medical Sciences, University of Turin, 10126 Turin, Italy; (L.M.); (A.A.R.); (P.C.)
| | - Alessia Andrea Ricci
- Pathology Unit, Department of Medical Sciences, University of Turin, 10126 Turin, Italy; (L.M.); (A.A.R.); (P.C.)
| | - Umberto Ricardi
- Radiation Oncology Unit, Department of Oncology, University of Turin, 10126 Turin, Italy; (M.L.); (A.G.); (G.D.G.); (C.M.); (U.R.)
| | - Paola Cassoni
- Pathology Unit, Department of Medical Sciences, University of Turin, 10126 Turin, Italy; (L.M.); (A.A.R.); (P.C.)
| | - Luca Bertero
- Pathology Unit, Department of Medical Sciences, University of Turin, 10126 Turin, Italy; (L.M.); (A.A.R.); (P.C.)
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10
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Limoli CL, Kramár EA, Almeida A, Petit B, Grilj V, Baulch JE, Ballesteros-Zebadua P, Loo BW, Wood MA, Vozenin MC. The sparing effect of FLASH-RT on synaptic plasticity is maintained in mice with standard fractionation. Radiother Oncol 2023; 186:109767. [PMID: 37385377 PMCID: PMC11045040 DOI: 10.1016/j.radonc.2023.109767] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Revised: 06/20/2023] [Accepted: 06/20/2023] [Indexed: 07/01/2023]
Abstract
Long-term potentiation (LTP) was used to gauge the impact of conventional and FLASH dose rates on synaptic transmission. Data collected from the hippocampus and medial prefrontal cortex confirmed significant inhibition of LTP after 10 fractions of 3 Gy (30 Gy total) conventional radiotherapy. Remarkably, 10x3Gy FLASH radiotherapy and unirradiated controls were identical and exhibited normal LTP.
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Affiliation(s)
- Charles L Limoli
- Department of Radiation Oncology, University of California, Irvine, CA 92697-2695, USA.
| | - Eniko A Kramár
- Department of Neurobiology and Behavior, University of California, Irvine, CA 92697, USA
| | - Aymeric Almeida
- Laboratory of Radiation Oncology, Department of Radiation Oncology. Lausanne University Hospital and University of Lausanne, Switzerland
| | - Benoit Petit
- Laboratory of Radiation Oncology, Department of Radiation Oncology. Lausanne University Hospital and University of Lausanne, Switzerland
| | - Veljko Grilj
- Laboratory of Radiation Oncology, Department of Radiation Oncology. Lausanne University Hospital and University of Lausanne, Switzerland
| | - Janet E Baulch
- Department of Radiation Oncology, University of California, Irvine, CA 92697-2695, USA
| | - Paola Ballesteros-Zebadua
- Laboratory of Radiation Oncology, Department of Radiation Oncology. Lausanne University Hospital and University of Lausanne, Switzerland; Laboratorio de Fisica Medica, Instituto Nacional de Neurología y Neurocirugía MVS, México City 14269, Mexico
| | - Billy W Loo
- Department of Radiation Oncology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Marcelo A Wood
- Department of Neurobiology and Behavior, University of California, Irvine, CA 92697, USA
| | - Marie-Catherine Vozenin
- Laboratory of Radiation Oncology, Department of Radiation Oncology. Lausanne University Hospital and University of Lausanne, Switzerland.
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11
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Baskaran AB, Buerki RA, Khan OH, Gondi V, Stupp R, Lukas RV, Villaflor VM. Building Team Medicine in the Management of CNS Metastases. J Clin Med 2023; 12:3901. [PMID: 37373596 DOI: 10.3390/jcm12123901] [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: 04/13/2023] [Revised: 05/30/2023] [Accepted: 06/03/2023] [Indexed: 06/29/2023] Open
Abstract
CNS metastases are often terminal for cancer patients and occur at an approximately 10-fold higher rate than primary CNS tumors. The incidence of these tumors is approximately 70,000-400,000 cases annually in the US. Advances that have occurred over the past two decades have led to more personalized treatment approaches. Newer surgical and radiation techniques, as well as targeted and immune therapies, have enanled patient to live longer, thus increasing the risk for the development of CNS, brain, and leptomeningeal metastases (BM and LM). Patients who develop CNS metastases have often been heavily treated, and options for future treatment could best be addressed by multidisciplinary teams. Studies have indicated that patients with brain metastases have improved survival outcomes when cared for in high-volume academic institutions using multidisciplinary teams. This manuscript discusses a multidisciplinary approach for both parenchymal brain metastases as well as leptomeningeal metastases implemented in three academic institutions. Additionally, with the increasing development of healthcare systems, we discuss optimizing the management of CNS metastases across healthcare systems and integrating basic and translational science into our clinical care to further improve outcomes. This paper summarizes the existing therapeutic approaches to the treatment of BM and LM and discusses novel and emerging approaches to optimizing access to neuro-oncologic care while simultaneously integrating multidisciplinary teams in the care of patients with BM and LM.
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Affiliation(s)
- Archit B Baskaran
- Department of Neurology, The University of Chicago, Chicago, IL 60637, USA
| | - Robin A Buerki
- Health System Clinician of Neurology (Neuro-Oncology), Northwestern Medicine Regional Medical Group, Warrenville, IL 60555, USA
| | - Osaama H Khan
- Surgical Neuro-Oncology, Northwestern Medicine Central DuPage Hospital, Winfield, IL 60190, USA
| | - Vinai Gondi
- Department of Radiation Oncology, Nothwestern Medicine West Region, Lou & Jean Malnati Brain Tumor Institute, Northwestern University, Warrenville, IL 60555, USA
| | - Roger Stupp
- Neuro-Oncology Division, Neurological Surgery, Medicine (Hematology and Oncology), Neurology, Department of Neurology, Lou & Jean Malnati Brain Tumor Institute Northwestern University, Chicago, IL 60611, USA
| | - Rimas V Lukas
- Neuro-Oncology Division, Department of Neurology, Lou & Jean Malnati Brain Tumor Institute, Northwestern University, Chicago, IL 60611, USA
| | - Victoria M Villaflor
- Department of Medical Oncology and Therapeutics Research, City of Hope, Duarte, CA 91010, USA
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12
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Surendran HP, Sah SK, Louis DM, Kalavagunta S, Poornachary NM, Joy SC, Dutta D. Efficacy of memantine in preventing neurocognitive dysfunction induced by radiation therapy in patients with brain metastases: A systematic review of clinical trials. Semin Oncol 2023; 50:113-122. [PMID: 37775420 DOI: 10.1053/j.seminoncol.2023.09.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2022] [Revised: 09/12/2023] [Accepted: 09/13/2023] [Indexed: 10/01/2023]
Abstract
PURPOSE About 50%-90% of patients with brain metastases who receive radiation therapy experience cognitive impairment. This systematic review aims to gather credible sources of comprehensive information on the efficacy of memantine in preventing cognitive dysfunction. METHODS A comprehensive review conducted in compliance with the PRISMA statement and systematic search was performed across five databases included PubMedⓇ, EmbaseⓇ, ScopusⓇ, Cochrane LibraryⓇ, and ClinicalTrial.gov.in from inception until November 2021. RESULTS A total of four eligible studies were selected in this review that included 1,444 patients with brain metastases who received radiation therapy (Intervention group [n = 729] and control group [n = 715]). Overall, three of the four studies reported some improvement in neurocognitive function in at least one or more parameters such as recall and recognition (P = .39, P = .10 and P = .05), verbal fluency (P = .03 and P < .0001), complex attention (P = .59) executive function (P = .92) and normal appearing white matter (P = .01) following memantine therapy compared to control group. Further, two of the four studies reported an improvement in the patients' quality of life following memantine therapy compared to the control group, and there was no significant difference in the toxicity profile of the interventional compared to the control group as reported from two studies. CONCLUSION This review embraces the comprehensive evidence that the use of memantine therapy in patients with brain metastases to prevent radiation-induced neurocognitive dysfunction has a modest and statistically significant beneficial impact in improving quality of life and preserving some neurocognitive function without any complications. Pending the completion of additional ongoing studies, one can argue that memantine is a reasonable treatment to consider in patients with brain metastases while they receive whole brain radiation therapy.
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Affiliation(s)
| | - Sujit Kumar Sah
- Department of Pharmacy Practice, School of Health Sciences and Technology, Dr. Vishwanath Karad MIT World Peace University, Pune, Maharashtra, India
| | - Dhanya Mary Louis
- Department of Pharmacy Practice, Amrita School of Pharmacy, Amrita Vishwa Vidyapeetham, Kochi, Kerala, India
| | - Sruthi Kalavagunta
- Department of Radiation Oncology, Amrita Institute of Medical Science, Amrita Vishwa Vidyapeetham, Kochi, Kerala, India
| | | | - Selin Chiriyankandath Joy
- Department of Pharmacy Practice, Amrita School of Pharmacy, Amrita Vishwa Vidyapeetham, Kochi, Kerala, India
| | - Debnarayan Dutta
- Department of Radiation Oncology, Amrita Institute of Medical Science, Amrita Vishwa Vidyapeetham, Kochi, Kerala, India.
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13
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Rades D, Johannwerner L, Werner EM, Cremers F, Yu NY. The First Survival Score for Patients Treated with Whole-Brain Radiotherapy Plus Simultaneous Integrated Boost for Brain Metastases. BIOLOGY 2023; 12:biology12040585. [PMID: 37106785 PMCID: PMC10135994 DOI: 10.3390/biology12040585] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 04/09/2023] [Accepted: 04/11/2023] [Indexed: 04/29/2023]
Abstract
A modern approach for brain metastases includes whole-brain radiotherapy plus simultaneous boost (WBRT+SIB). We developed a survival score in 128 patients treated with WBRT+SIB. Three models, each including three prognostic groups, were created. Positive predictive values (PPVs) for death ≤6 and survival ≥6 months were calculated. On multivariate analyses, performance score (KPS) and the number of brain metastases were significantly associated with survival. On univariate analyses, age showed a strong trend, and extra-cerebral cranial metastases a trend. In Model 1 (KPS, number of lesions), compared groups had 6-month survival rates of 15%, 38% and 57%. In Model 2 (KPS, lesions, age), rates were 17%, 33% and 75%, and in Model 3 (KPS, lesions, age, extra-cerebral metastases), 14%, 34% and 78%. PPVs for death ≤6 and survival ≥6 months were 85% and 57% (Model 1), 83% and 75% (Model 2), and 86% and 78% (Model 3). Thus, all models were accurate in predicting death ≤ 6 months; poor-prognosis patients may not benefit from SIB. Models 2 and 3 were superior in predicting survival ≥ 6 months. Given that Model 3 requires more data (including extensive staging), Model 2 is considered favorable for many patients. If extra-cerebral metastases are already known or extensive staging has been performed, Model 3 can also be used.
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Affiliation(s)
- Dirk Rades
- Department of Radiation Oncology, University of Lubeck, 23562 Lubeck, Germany
| | - Leonie Johannwerner
- Department of Radiation Oncology, University of Lubeck, 23562 Lubeck, Germany
| | - Elisa M Werner
- Department of Radiation Oncology, University of Lubeck, 23562 Lubeck, Germany
| | - Florian Cremers
- Department of Radiation Oncology, University of Lubeck, 23562 Lubeck, Germany
| | - Nathan Y Yu
- Department of Radiation Oncology, Mayo Clinic, Phoenix, AZ 85054, USA
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14
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Alaghband Y, Allen BD, Kramár EA, Zhang R, Drayson OG, Ru N, Petit B, Almeida A, Doan NL, Wood MA, Baulch JE, Ballesteros-Zebadua P, Vozenin MC, Limoli CL. Uncovering the Protective Neurologic Mechanisms of Hypofractionated FLASH Radiotherapy. CANCER RESEARCH COMMUNICATIONS 2023; 3:725-737. [PMID: 37377749 PMCID: PMC10135433 DOI: 10.1158/2767-9764.crc-23-0117] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Revised: 03/26/2023] [Accepted: 03/28/2023] [Indexed: 06/29/2023]
Abstract
Implementation of ultra-high dose-rate FLASH radiotherapy (FLASH-RT) is rapidly gaining traction as a unique cancer treatment modality able to dramatically minimize normal tissue toxicity while maintaining antitumor efficacy compared with standard-of-care radiotherapy at conventional dose rate (CONV-RT). The resultant improvements in the therapeutic index have sparked intense investigations in pursuit of the underlying mechanisms. As a preamble to clinical translation, we exposed non-tumor-bearing male and female mice to hypofractionated (3 × 10 Gy) whole brain FLASH- and CONV-RT to evaluate differential neurologic responses using a comprehensive panel of functional and molecular outcomes over a 6-month follow-up. In each instance, extensive and rigorous behavioral testing showed FLASH-RT to preserve cognitive indices of learning and memory that corresponded to a similar protection of synaptic plasticity as measured by long-term potentiation (LTP). These beneficial functional outcomes were not found after CONV-RT and were linked to a preservation of synaptic integrity at the molecular (synaptophysin) level and to reductions in neuroinflammation (CD68+ microglia) throughout specific brain regions known to be engaged by our selected cognitive tasks (hippocampus, medial prefrontal cortex). Ultrastructural changes in presynaptic/postsynaptic bouton (Bassoon/Homer-1 puncta) within these same regions of the brain were not found to differ in response to dose rate. With this clinically relevant dosing regimen, we provide a mechanistic blueprint from synapse to cognition detailing how FLASH-RT reduces normal tissue complications in the irradiated brain. Significance Functional preservation of cognition and LTP after hypofractionated FLASH-RT are linked to a protection of synaptic integrity and a reduction in neuroinflammation over protracted after irradiation times.
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Affiliation(s)
- Yasaman Alaghband
- Department of Radiation Oncology, University of California, Irvine, California
| | - Barrett D. Allen
- Department of Radiation Oncology, University of California, Irvine, California
| | - Eniko A. Kramár
- Department of Neurobiology and Behavior, University of California, Irvine, California
| | - Richard Zhang
- Department of Radiation Oncology, University of California, Irvine, California
| | - Olivia G.G. Drayson
- Department of Radiation Oncology, University of California, Irvine, California
| | - Ning Ru
- Department of Radiation Oncology, University of California, Irvine, California
| | - Benoit Petit
- Laboratory of Radiation Oncology, Department of Radiation Oncology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Aymeric Almeida
- Laboratory of Radiation Oncology, Department of Radiation Oncology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Ngoc-Lien Doan
- Department of Radiation Oncology, University of California, Irvine, California
| | - Marcelo A. Wood
- Department of Neurobiology and Behavior, University of California, Irvine, California
| | - Janet E. Baulch
- Department of Radiation Oncology, University of California, Irvine, California
| | - Paola Ballesteros-Zebadua
- Laboratory of Radiation Oncology, Department of Radiation Oncology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
- Instituto Nacional de Neurología y Neurocirugía MVS, México City, México
| | - Marie-Catherine Vozenin
- Laboratory of Radiation Oncology, Department of Radiation Oncology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Charles L. Limoli
- Department of Radiation Oncology, University of California, Irvine, California
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15
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Hamed M, Potthoff AL, Heimann M, Schäfer N, Borger V, Radbruch A, Herrlinger U, Vatter H, Schneider M. Survival in patients with surgically treated brain metastases: does infratentorial location matter? Neurosurg Rev 2023; 46:80. [PMID: 36997703 PMCID: PMC10063486 DOI: 10.1007/s10143-023-01986-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2023] [Revised: 03/09/2023] [Accepted: 03/26/2023] [Indexed: 04/03/2023]
Abstract
Surgical resection is a common treatment modality for brain metastasis (BM). Location of the BM might significantly impact patient survival and therefore might be considered in clinical decision making and patient counseling. In the present study, the authors analyzed infra- and supratentorial BM location for a potential prognostic difference. Between 2013 and 2019, 245 patients with solitary BM received BM resection at the authors' neuro-oncological center. In order to produce a covariate balance for commonly-known prognostic variables (tumor entity, age, preoperative Karnofsky Performance Score, and preoperative Charlson Comorbidity Index), a propensity score matching at a ratio of 1:1 between the cohort of patients with infra- and supratentorial BM location was performed using R. Overall survival (OS) rates were assessed for both matched cohorts of patients with BM. Sixty-one of 245 patients (25%) with solitary BM exhibited an infratentorial tumor location; 184 patients (75%) suffered from supratentorial solitary BM. Patients with infratentorial BM revealed a median OS of 11 months (95% confidence interval (CI) 7.4-14.6 months). Compared with this, median OS for the group of 61 individually matched patients with solitary supratentorial solitary BM was 13 months (95% CI 10.9-15.1 months) (p = 0.32). The present study suggests that the prognostic value of infra- and supratentorial BMs does not significantly differ in patients that undergo surgery for solitary BM. These results might encourage physicians to induce surgical therapy of supra- and infratentorial BM in a similar manner.
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Affiliation(s)
- Motaz Hamed
- Department of Neurosurgery, University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany.
| | - Anna-Laura Potthoff
- Department of Neurosurgery, University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Muriel Heimann
- Department of Neurosurgery, University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Niklas Schäfer
- Division of Clinical Neuro-Oncology, Department of Neurology, University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Valeri Borger
- Department of Neurosurgery, University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
| | | | - Ulrich Herrlinger
- Division of Clinical Neuro-Oncology, Department of Neurology, University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Hartmut Vatter
- Department of Neurosurgery, University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Matthias Schneider
- Department of Neurosurgery, University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
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16
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Comparison between the HyperArc™ technique and the CyberKnife® technique for stereotactic treatment of brain metastases. Cancer Radiother 2023; 27:136-144. [PMID: 36797159 DOI: 10.1016/j.canrad.2022.08.007] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Revised: 08/09/2022] [Accepted: 08/24/2022] [Indexed: 02/16/2023]
Abstract
PURPOSE The purpose of this study was to compare the planimetric capacities between HyperArc™-based stereotactic radiosurgery and robotic radiosurgery system-based planning using CyberKnife® M6 for single and multiple cranial metastases. MATERIALS AND METHODS We evaluated 51 treatment plans for cranial metastases, including 30 patients with a single lesion and 21 patients with multiple lesions, treated with the CyberKnife® M6. These treatment plans were optimized using the HyperArc™ (HA) system with the TrueBeam. The comparison of the quality of the treatment plans between the two treatment techniques (CyberKnife and HyperArc) was performed using the Eclipse treatment planning system. Dosimetric parameters were compared for target volumes and organs at risk. RESULTS Coverage of the target volumes was equivalent between the two techniques, whereas median Paddick conformity index and median gradient index for all target volumes were 0.9 and 3.4, respectively for HyperArc plans, and 0.8 and 4.5 for CyberKnife plans (P<0.001). The median dose of gross tumor volume (GTV) for HyperArc and CyberKnife plans were 28.4 and 28.8, respectively. Total brain V18Gy and V12Gy-GTVs were 11cm3 and 20.2cm3 for HyperArc plans versus 18cm3 and 34.1cm3 for CyberKnife plans (P<0.001). CONCLUSION The HyperArc provided better brain sparing, with a significant reduction in V12Gy and V18Gy, associated with a lower gradient index, whereas the CyberKnife gave a higher median GTV dose. The HyperArc technique seems to be more appropriate for multiple cranial metastases and for large single metastatic lesions.
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17
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Rossi E, Schinzari G, Cellini F, Balducci M, Pasqualoni M, Maiorano BA, Fionda B, Longo S, Deodato F, Di Stefani A, Peris K, Gambacorta MA, Tortora G. Dabrafenib-Trametinib and Radiotherapy for Oligoprogressive BRAF Mutant Advanced Melanoma. Biomedicines 2023; 11:biomedicines11020394. [PMID: 36830931 PMCID: PMC9953646 DOI: 10.3390/biomedicines11020394] [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: 12/30/2022] [Revised: 01/20/2023] [Accepted: 01/25/2023] [Indexed: 01/31/2023] Open
Abstract
The clinical management of metastatic melanoma has been changed by BRAF (BRAFi) and MEK inhibitors (MEKi), which represent a standard treatment for BRAF-mutant melanoma. In oligoprogressive melanoma patients with BRAF mutations, target therapy can be combined with loco-regional radiotherapy (RT). However, the association of BRAF/MEK inhibitors and RT needs to be carefully monitored for potential increased toxicity. Despite the availability of some reports regarding the tolerability of RT + target therapy, data on simultaneous RT and BRAFi/MEKi are limited and mostly focused on the BRAFi vemurafenib. Here, we report a series of metastatic melanoma patients who received fractioned RT regimens for oligoprogressive disease in combination with the BRAFi dabrafenib and the MEKi trametinib, which have continued beyond progression. None of the cases developed relevant adverse events while receiving RT or interrupted dabrafenib and trametinib administration. These cases suggest that a long period of dabrafenib/trametinib interruption during radiotherapy for oligoprogressive disease can be avoided. Prospective trials are warranted to assess the efficacy and safety of the contemporary administration of BRAF/MEK inhibitors and radiotherapy for oligoprogressive disease.
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Affiliation(s)
- Ernesto Rossi
- Medical Oncology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy
- Correspondence: or
| | - Giovanni Schinzari
- Medical Oncology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy
- Medical Oncology, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Francesco Cellini
- Radioterapia Oncologica ed Ematologia, Dipartimento di Diagnostica per Immagini, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy
- Radioterapia Oncologica ed Ematologia, Dipartimento Universitario Diagnostica per Immagini, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Mario Balducci
- Radioterapia Oncologica ed Ematologia, Dipartimento di Diagnostica per Immagini, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy
| | | | - Brigida Anna Maiorano
- Oncology Unit, IRCCS Foundation Casa Sollievo della Sofferenza, 71013 San Giovanni Rotondo, Italy
| | - Bruno Fionda
- Radioterapia Oncologica ed Ematologia, Dipartimento di Diagnostica per Immagini, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy
| | - Silvia Longo
- Radioterapia Oncologica ed Ematologia, Dipartimento di Diagnostica per Immagini, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy
| | - Francesco Deodato
- Radioterapia Oncologica ed Ematologia, Dipartimento Universitario Diagnostica per Immagini, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
- UOC Radioterapia Oncologica Molise ART, Gemelli Molise Hospital, 86100 Campobasso, Italy
| | - Alessandro Di Stefani
- Dermatology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy
| | - Ketty Peris
- Dermatology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy
- Dermatology, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Maria Antonietta Gambacorta
- Radioterapia Oncologica ed Ematologia, Dipartimento di Diagnostica per Immagini, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy
- Radioterapia Oncologica ed Ematologia, Dipartimento Universitario Diagnostica per Immagini, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Giampaolo Tortora
- Medical Oncology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy
- Medical Oncology, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
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18
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Zhang X, Chen Q, He Y, Shi Q, Yin C, Xie Y, Yu H, Bao Y, Wang X, Tang C, Dong Z. STRIP2 motivates non-small cell lung cancer progression by modulating the TMBIM6 stability through IGF2BP3 dependent. JOURNAL OF EXPERIMENTAL & CLINICAL CANCER RESEARCH : CR 2023; 42:19. [PMID: 36639675 PMCID: PMC9837939 DOI: 10.1186/s13046-022-02573-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Accepted: 12/15/2022] [Indexed: 01/15/2023]
Abstract
BACKGROUND Striatin interacting protein 2 (STRIP2) is a core component of the striatin-interacting phosphatase and kinase (STRIPAK) complexes, which is involved in tumor initiation and progression via the regulation of cell contractile and metastasis. However, the underlying molecular mechanisms of STRIP2 in non-small cell lung cancer (NSCLC) progression remain largely unknown. METHODS The expressions of STRIP2 and IGF2BP3 in human NSCLC specimens and NSCLC cell lines were detected using quantitative RT-PCR, western blotting, and immunohistochemistry (IHC) analyses. The roles and molecular mechanisms of STRIP2 in promoting NSCLC progression were investigated in vitro and in vivo. RESULTS Here, we found that STRIP2 expression was significantly elevated in NSCLC tissues and high STRIP2 expression was associated with a poor prognosis. Knockdown of STRIP2 suppressed tumor growth and metastasis in vitro and in vivo, while STRIP2 overexpression obtained the opposite effect. Mechanistically, P300/CBP-mediated H3K27 acetylation activation in the promoter of STRIP2 induced STRIP2 transcription, which interacted with insulin-like growth factor 2 mRNA-binding protein 3 (IGF2BP3) and upregulated IGF2BP3 transcription. In addition, STRIP2-IGF2BP3 axis stimulated m6A modification of TMBIM6 mRNA and enhanced TMBIM6 stability. Consequently, TMBIM6 involved NSCLC cell proliferation, migration and invasion dependent on STRIP2 and IGF2BP3. In NSCLC patients, high co-expression of STRIP2, IGF2BP3 and TMBIM6 was associated with poor outcomes. CONCLUSIONS Our findings indicate that STRIP2 interacts with IGF2BP3 to regulate TMBIM6 mRNA stability in an m6A-dependent manner and may represent a potential prognostic biomarker and therapeutic target for NSCLC.
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Affiliation(s)
- Xilin Zhang
- grid.411440.40000 0001 0238 8414Huzhou Key Laboratory of Translational Medicine, First Affiliated Hospital of Huzhou University, Huzhou, 313000 Zhejiang China
| | - Qiuqiang Chen
- grid.411440.40000 0001 0238 8414Department of Cardiothoracic Surgery, First Affiliated Hospital of Huzhou University, Huzhou, 313000 Zhejiang China
| | - Ying He
- grid.411440.40000 0001 0238 8414Huzhou Key Laboratory of Translational Medicine, First Affiliated Hospital of Huzhou University, Huzhou, 313000 Zhejiang China
| | - Qian Shi
- grid.411440.40000 0001 0238 8414Huzhou Key Laboratory of Translational Medicine, First Affiliated Hospital of Huzhou University, Huzhou, 313000 Zhejiang China
| | - Chengyi Yin
- grid.411440.40000 0001 0238 8414Department of Cardiothoracic Surgery, First Affiliated Hospital of Huzhou University, Huzhou, 313000 Zhejiang China
| | - Yanping Xie
- grid.411440.40000 0001 0238 8414Department of Cardiothoracic Surgery, First Affiliated Hospital of Huzhou University, Huzhou, 313000 Zhejiang China
| | - Huanming Yu
- grid.411440.40000 0001 0238 8414Department of Cardiothoracic Surgery, First Affiliated Hospital of Huzhou University, Huzhou, 313000 Zhejiang China
| | - Ying Bao
- grid.411440.40000 0001 0238 8414Department of Cardiothoracic Surgery, First Affiliated Hospital of Huzhou University, Huzhou, 313000 Zhejiang China
| | - Xiang Wang
- grid.411440.40000 0001 0238 8414Huzhou Key Laboratory of Translational Medicine, First Affiliated Hospital of Huzhou University, Huzhou, 313000 Zhejiang China
| | - Chengwu Tang
- grid.411440.40000 0001 0238 8414Huzhou Key Laboratory of Translational Medicine, First Affiliated Hospital of Huzhou University, Huzhou, 313000 Zhejiang China
| | - Zhaohui Dong
- grid.411440.40000 0001 0238 8414Department of Cardiothoracic Surgery, First Affiliated Hospital of Huzhou University, Huzhou, 313000 Zhejiang China
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19
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Therapeutic Monitoring of Orally Administered, Small-Molecule Anticancer Medications with Tumor-Specific Cellular Protein Targets in Peripheral Fluid Spaces-A Review. Pharmaceutics 2023; 15:pharmaceutics15010239. [PMID: 36678867 PMCID: PMC9864625 DOI: 10.3390/pharmaceutics15010239] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2022] [Revised: 12/29/2022] [Accepted: 12/30/2022] [Indexed: 01/13/2023] Open
Abstract
Orally administered, small-molecule anticancer drugs with tumor-specific cellular protein targets (OACD) have revolutionized oncological pharmacotherapy. Nevertheless, the differences in exposure to these drugs in the systemic circulation and extravascular fluid compartments have led to several cases of therapeutic failure, in addition to posing unknown risks of toxicity. The therapeutic drug monitoring (TDM) of OACDs in therapeutically relevant peripheral fluid compartments is therefore essential. In this work, the available knowledge regarding exposure to OACD concentrations in these fluid spaces is summarized. A review of the literature was conducted by searching Embase, PubMed, and Web of Science for clinical research articles and case reports published between 10 May 2001 and 31 August 2022. Results show that, to date, penetration into cerebrospinal fluid has been studied especially intensively, in addition to breast milk, leukocytes, peripheral blood mononuclear cells, peritoneal fluid, pleural fluid, saliva and semen. The typical clinical indications of peripheral fluid TDM of OACDs were (1) primary malignancy, (2) secondary malignancy, (3) mental disorder, and (4) the assessment of toxicity. Liquid chromatography-tandem mass spectrometry was most commonly applied for analysis. The TDM of OACDs in therapeutically relevant peripheral fluid spaces is often indispensable for efficient and safe treatments.
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20
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Wu J, Ding V, Luo S, Choi E, Hellyer J, Myall N, Henry S, Wood D, Stehr H, Ji H, Nagpal S, Hayden Gephart M, Wakelee H, Neal J, Han SS. Predictive Model to Guide Brain Magnetic Resonance Imaging Surveillance in Patients With Metastatic Lung Cancer: Impact on Real-World Outcomes. JCO Precis Oncol 2022; 6:e2200220. [PMID: 36201713 PMCID: PMC9848601 DOI: 10.1200/po.22.00220] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
PURPOSE Brain metastasis is common in lung cancer, and treatment of brain metastasis can lead to significant morbidity. Although early detection of brain metastasis may improve outcomes, there are no prediction models to identify high-risk patients for brain magnetic resonance imaging (MRI) surveillance. Our goal is to develop a machine learning-based clinicogenomic prediction model to estimate patient-level brain metastasis risk. METHODS A penalized regression competing risk model was developed using 330 patients diagnosed with lung cancer between January 2014 and June 2019 and followed through June 2021 at Stanford HealthCare. The main outcome was time from the diagnosis of distant metastatic disease to the development of brain metastasis, death, or censoring. RESULTS Among the 330 patients, 84 (25%) developed brain metastasis over 627 person-years, with a 1-year cumulative brain metastasis incidence of 10.2% (95% CI, 6.8 to 13.6). Features selected for model inclusion were histology, cancer stage, age at diagnosis, primary site, and RB1 and ALK alterations. The prediction model yielded high discrimination (area under the curve 0.75). When the cohort was stratified by risk using a 1-year risk threshold of > 14.2% (85th percentile), the high-risk group had increased 1-year cumulative incidence of brain metastasis versus the low-risk group (30.8% v 6.1%, P < .01). Of 48 high-risk patients, 24 developed brain metastasis, and of these, 12 patients had brain metastasis detected more than 7 months after last brain MRI. Patients who missed this 7-month window had larger brain metastases (58% v 33% largest diameter > 10 mm; odds ratio, 2.80, CI, 0.51 to 13) versus those who had MRIs more frequently. CONCLUSION The proposed model can identify high-risk patients, who may benefit from more intensive brain MRI surveillance to reduce morbidity of subsequent treatment through early detection.
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Affiliation(s)
- Julie Wu
- Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, CA
| | - Victoria Ding
- Quantitative Sciences Unit, Department of Medicine, Stanford University School of Medicine, Stanford, CA
| | - Sophia Luo
- Quantitative Sciences Unit, Department of Medicine, Stanford University School of Medicine, Stanford, CA
| | - Eunji Choi
- Quantitative Sciences Unit, Department of Medicine, Stanford University School of Medicine, Stanford, CA
| | - Jessica Hellyer
- Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, CA
| | - Nathaniel Myall
- Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, CA
| | - Solomon Henry
- Department of Biomedical Data Science, Stanford University, Stanford, CA
| | - Douglas Wood
- Department of Biomedical Data Science, Stanford University, Stanford, CA
| | - Henning Stehr
- Department of Pathology, Stanford University, Stanford, CA
| | - Hanlee Ji
- Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, CA
| | - Seema Nagpal
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA,Department of Neurology & Neurological Sciences, Stanford University of Medicine, Stanford, CA,Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA
| | | | - Heather Wakelee
- Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, CA,Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA
| | - Joel Neal
- Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, CA,Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA
| | - Summer S. Han
- Quantitative Sciences Unit, Department of Medicine, Stanford University School of Medicine, Stanford, CA,Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA,Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA,Summer S. Han, PhD, Quantitative Sciences Unit, Stanford University School of Medicine, 3180 Porter Dr, Office 118, Stanford, CA 94304; e-mail:
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21
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Wang S, Feng Y, Chen L, Yu J, Van Ongeval C, Bormans G, Li Y, Ni Y. Towards updated understanding of brain metastasis. Am J Cancer Res 2022; 12:4290-4311. [PMID: 36225632 PMCID: PMC9548021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Accepted: 08/06/2022] [Indexed: 06/16/2023] Open
Abstract
Brain metastasis (BM) is a common complication in cancer patients with advanced disease and attributes to treatment failure and final mortality. Currently there are several therapeutic options available; however these are only suitable for limited subpopulation: surgical resection or radiosurgery for cases with a limited number of lesions, targeted therapies for approximately 18% of patients, and immune checkpoint inhibitors with a response rate of 20-30%. Thus, there is a pressing need for development of novel diagnostic and therapeutic options. This overview article aims to provide research advances in disease model, targeted therapy, blood brain barrier (BBB) opening strategies, imaging and its incorporation with artificial intelligence, external radiotherapy, and internal targeted radionuclide theragnostics. Finally, a distinct type of BM, leptomeningeal metastasis is also covered.
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Affiliation(s)
- Shuncong Wang
- KU Leuven, Biomedical Group, Campus GasthuisbergLeuven 3000, Belgium
| | - Yuanbo Feng
- KU Leuven, Biomedical Group, Campus GasthuisbergLeuven 3000, Belgium
| | - Lei Chen
- KU Leuven, Biomedical Group, Campus GasthuisbergLeuven 3000, Belgium
| | - Jie Yu
- KU Leuven, Biomedical Group, Campus GasthuisbergLeuven 3000, Belgium
| | - Chantal Van Ongeval
- Department of Radiology, University Hospitals Leuven, KU LeuvenHerestraat 49, Leuven 3000, Belgium
| | - Guy Bormans
- KU Leuven, Biomedical Group, Campus GasthuisbergLeuven 3000, Belgium
| | - Yue Li
- Shanghai Key Laboratory of Molecular Imaging, Shanghai University of Medicine and Health SciencesShanghai 201318, China
| | - Yicheng Ni
- KU Leuven, Biomedical Group, Campus GasthuisbergLeuven 3000, Belgium
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22
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Ruan H, Xiong J. Value of carbon-ion radiotherapy for early stage non-small cell lung cancer. Clin Transl Radiat Oncol 2022; 36:16-23. [PMID: 35756194 PMCID: PMC9213230 DOI: 10.1016/j.ctro.2022.06.005] [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: 03/05/2022] [Revised: 06/06/2022] [Accepted: 06/13/2022] [Indexed: 12/24/2022] Open
Abstract
Carbon-ion radiotherapy (CIRT) is an important part of modern radiotherapy. Compared to conventional photon radiotherapy modalities, CIRT brings two major types of advantages to physical and biological aspects respectively. The physical advantages include a substantial dose delivery to the tumoral area and a minimization of dose damage to the surrounding tissue. The biological advantages include an increase in double-strand breaks (DSBs) in DNA structures, an upturn in oxygen enhancement ratio and an improvement of radiosensitivity compared with X-ray radiotherapy. The two advantages of CIRT are that the therapy not only inflicts major cytotoxic lesions on tumor cells, but it also protects the surrounding tissue. According to annual diagnoses, lung cancer is the second most common cancer worldwide, followed by breast cancer. However, lung cancer is the leading cause of cancer death. Patients with stage I non-small cell lung cancer (NSCLC) who are optimally received the treatment of lobectomy. Some patients with comorbidities or combined cardiopulmonary insufficiency have been shown to be unable to tolerate the treatment when combined with surgery. Consequentially, radiotherapy may be the best treatment option for this patient category. Multiple radiotherapy options are available for these cases, such as stereotactic body radiotherapy (SBRT), volumetric modulated arc therapy (VMAT), and intensity-modulated radiotherapy (IMRT). Although these treatments have brought some clinical benefits to some patients, the resulting adverse events (AEs), which include cardiotoxicity and radiation pneumonia, cannot be ignored. The damage and toxicity to normal tissue also limit the increase of tumor dose. Due to the significant physical and biological advantages brought by CIRT, some toxicity induced by radiotherapy may be avoided with CIRT Bragg Peak. CIRT brought clinical benefits to lung cancer patients, especially geriatric patients. This review introduced the clinical efficacy and research results for non-small cell lung cancer (NSCLC) with CIRT.
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Affiliation(s)
- Hanguang Ruan
- Department of Radiation Oncology, Graduate School of Medicine, Gunma University, 3-39-22, Showa-machi, Maebashi, Gunma 371-8511, Japan
- Gunma University Heavy Ion Medical Center, 3-39-22, Showa-machi, Maebashi, Gunma 371-8511, Japan
- Department of Radiation Oncology, The Third Hospital of Nanchang, No 1248 Jiuzhou Avenue, Nanchang City 300002, China
| | - Juan Xiong
- Department of Radiation Oncology, Jiangxi Cancer Hospital, 519 East Beijing Road, Nanchang City 330029, China
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23
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Efficacy and Safety of EGFR Tyrosine Kinase Inhibitors Combined with Cranial Radiotherapy for Brain Metastases from Non-Small-Cell Lung Cancer: A Protocol for a Systematic Review and Meta-Analysis. BIOMED RESEARCH INTERNATIONAL 2022; 2022:6531748. [PMID: 35872868 PMCID: PMC9301690 DOI: 10.1155/2022/6531748] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Revised: 05/18/2022] [Accepted: 06/22/2022] [Indexed: 11/29/2022]
Abstract
Introduction. Brain metastases (BMs) are common in non-small-cell lung cancer (NSCLC), which leads to a poor prognosis. As the two most effective strategies available, the use of combination of epidermal growth factor receptor tyrosine kinase inhibitors (EGFR-TKIs) and radiotherapy (RT) is still controversial. This protocol proposes a methodology for carrying out a systematic review and meta-analysis that is aimed at (1) focusing on the efficacy and safety role of EGFR-TKIs combined with RT for BMs from NSCLC and (2) displaying the difference in efficacy of EGFR-TKIs owing to the sites and number of BMs, different types of RT, EGFR mutation status, and the subtypes of EGFR mutations by subgroup analysis. Methods and Analysis. Electronic databases including PubMed, Embase, CENTRAL, Web of Science, CBM, CNKI, Wanfang database, and VIP database will be searched from their inception until May 2022. Only randomized controlled trials evaluating the clinical efficacy and safety of EGFR-TKIs combined with RT on BMs of NSCLC will be included. Two reviewers will select the articles, assess the risk of bias, and extract data independently and in duplicate. The RoB 2 tool will be used to assess the quality of included studies. The meta-analysis of data synthesis will be performed with Stata 16. Publication bias will be assessed with the funnel plot method and the Egger test. Quality of the evidence will be evaluated by the GRADE system. Discussion. The approval of an ethical committee is not required. All the included trials will comply with the current ethical standards and the Declaration of Helsinki. Given the ongoing controversies regarding the optimal sequencing of the available and expanding treatment options for EGFR-TKIs in NSCLC with BMs, a synthesis of available, high-quality clinical research evidence is essential to advance our understanding in the treatment of this complex and common disease. This systematic review will evaluate available evidence, will try to provide optimized advice in the applications of EGFR-TKIs, and will be published in a high-quality journal. This study is registered with PROSPERO registration number CRD42021291509.
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24
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Immunotherapy in NSCLC Patients with Brain Metastases. Int J Mol Sci 2022; 23:ijms23137068. [PMID: 35806080 PMCID: PMC9267075 DOI: 10.3390/ijms23137068] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2022] [Revised: 06/16/2022] [Accepted: 06/23/2022] [Indexed: 02/05/2023] Open
Abstract
Approximately 40% of unselected non-small cell lung cancer (NSCLC) patients develop brain metastases (BMs) during their disease, with considerable morbidity and mortality. The management of BMs in patients with NSCLC is a clinical challenge and requires a multidisciplinary approach to gain effective intracranial disease control. Over the last decade, immune checkpoint inhibitors (ICIs) have emerged as a game-changer in the treatment landscape of advanced NSCLC, with significant improvements in survival outcomes, although patients with BMs are mostly underrepresented in randomized clinical trials. Moreover, the safety and activity of ICIs and radiotherapy combinations compared with single-agent or sequential modalities is still under evaluation to establish the optimal management of these patients. The aim of this review is to summarize the state-of-the-art of clinical evidence of ICIs intracranial activity and the main challenges of incorporating these agents in the treatment armamentarium of NSCLC patients with BMs.
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25
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Zhang H, Wang Y, Wu H, Zhou S, Li S, Meng X, Tao R, Yu J. Olaparib Combined With Dacomitinib in Osimertinib-Resistant Brain and Leptomeningeal Metastases From Non-Small Cell Lung Cancer: A Case Report and Systematic Review. Front Oncol 2022; 12:877279. [PMID: 35494030 PMCID: PMC9047901 DOI: 10.3389/fonc.2022.877279] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Accepted: 03/24/2022] [Indexed: 11/13/2022] Open
Abstract
Lung cancer patients with brain and leptomeningeal metastases usually have poor prognosis. For those patients with EGFR mutations, osimertinib, a third-generation tyrosine kinase inhibitor (TKI), is the first choice of treatment. However, drug resistance to osimertinib frequently occurs; and to date, the available follow-up treatment strategies have limited efficacy. In this case study, we report that treatments with olaparib, a Poly (ADP-ribose) polymerase (PARP) inhibitor, combined with dacomitinib, a second-generation EGFR TKI, benefited a lung cancer patient with osimertinib-resistant brain and leptomeningeal metastases. This 55-year-old male patient was found to have a pL858R mutation on EGFR exon 21 combined with TP53 and ERBB2 mutations after developing drug resistance to osimertinib treatment. Based on the genetic testing results, he was treated with olaparib and dacomitinib, and obtained 6 months of progression-free survival (PFS) and 13 months of overall survival (OS) after the diagnosis of leptomeningeal metastasis. This case report represents the first study applying PARP inhibitor in combination with dacomitinib in the treatment of leptomeningeal metastases after osimertinib resistance.
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Affiliation(s)
- Hui Zhang
- Tianjin Cancer Institute, Key Laboratory of Cancer Prevention and Therapy, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin’s Clinical Research Center for Cancer, Tianjin Medical University, Tianjin, China
- Department of Medical Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Science, Jinan, China
| | - Yong Wang
- Department of Neurosurgery, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Science, Jinan, China
| | - Huaguo Wu
- Department of Head and Neck Surgery, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Science, Jinan, China
| | - Shizhen Zhou
- Department of Neurosurgery, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Science, Jinan, China
| | - Shuo Li
- School of Medicine and Life Science, University of Jinan-Shandong Academy of Medical Science, Jinan, China
| | - Xiangji Meng
- Department of Neurosurgery, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Science, Jinan, China
| | - Rongjie Tao
- Department of Medical Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Science, Jinan, China
- *Correspondence: Jinming Yu, ; Rongjie Tao,
| | - Jinming Yu
- Tianjin Cancer Institute, Key Laboratory of Cancer Prevention and Therapy, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin’s Clinical Research Center for Cancer, Tianjin Medical University, Tianjin, China
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Science, Jinan, China
- *Correspondence: Jinming Yu, ; Rongjie Tao,
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26
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Huang CC, Chuang IC, Su YL, Luo HL, Chang YC, Chen JY, Hsiao CC, Huang EY. Prognostic Significance of Galectin-1 but Not Galectin-3 in Patients With Lung Adenocarcinoma After Radiation Therapy. Front Oncol 2022; 12:834749. [PMID: 35280768 PMCID: PMC8904358 DOI: 10.3389/fonc.2022.834749] [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: 12/13/2021] [Accepted: 01/24/2022] [Indexed: 12/05/2022] Open
Abstract
Introduction To investigate the role of tumor galectin-1 and galectin-3 in patients with lung adenocarcinoma after definitive radiation therapy. Methods A total of 41 patients with localized lung adenocarcinoma undergoing thoracic radiation therapy without concurrent chemotherapy were enrolled. Their paraffin-embedded lung tissues were sent for immunohistochemical staining for galectin-1 and galectin-3. The clinical treatment outcomes, including overall (OS), locoregional progression-free (LRPFS), and distant metastasis-free (DMFS) survivals, were evaluated. Univariable and multivariable Cox regression analyses were applied. Results Overexpression of tumor galectin-1 and galectin-3 were found in 26.8% and 19.5% of patients, respectively. Overexpression of tumor galectin-1 was the most significant prognosticator to predict worse LRPFS in both univariable (p = 0.007) and multivariable analyses (p = 0.022). Besides, patients with overexpression of tumor galectin-1 had a trend of worse OS (p = 0.066) than those with low expression in multivariable analysis, and worse DMFS (p = 0.035) in univariable analysis. The overexpression of tumor galectin-3 had no significant effect on survival outcomes. Conclusions The overexpression of tumor galectin-1, but not galectin-3, is associated with poor LRPFS of patients with lung adenocarcinoma after thoracic radiation therapy. Future research on the mechanism of galectin-1 affecting radiation response in lung adenocarcinoma may be worth exploring.
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Affiliation(s)
- Chun-Chieh Huang
- Department of Radiation Oncology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan.,Graduate Institute of Clinical Medical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - I-Chieh Chuang
- Department of Anatomical Pathology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Yu-Li Su
- Division of Hematology-Oncology, Department of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Hao-Lun Luo
- Department of Urology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Ya-Chun Chang
- Department of Internal Medicine, Kaohsiung Municipal Min-Sheng Hospital, Kaohsiung, Taiwan.,Division of Pulmonary and Critical Care Medicine, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Jo-Ying Chen
- Department of Radiation Oncology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Chang-Chun Hsiao
- Graduate Institute of Clinical Medical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan.,Division of Pulmonary and Critical Care Medicine, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Eng-Yen Huang
- Department of Radiation Oncology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan.,School of Traditional Chinese Medicine, Chang Gung University College of Medicine, Taoyuan, Taiwan
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27
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Badellino S, Levis M, Cuffini EM, Cerrato M, Orlandi E, Chiovatero I, Aprile A, Gastino A, Cavallin C, Iorio GC, Parise R, Mantovani C, Ricardi U. Role of Radiosurgery and Stereotactic Ablative Radiotherapy for Oligometastatic Non-Oncogene Addicted NSCLC. Cancers (Basel) 2022; 14:cancers14061465. [PMID: 35326616 PMCID: PMC8946847 DOI: 10.3390/cancers14061465] [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: 02/11/2022] [Revised: 03/03/2022] [Accepted: 03/11/2022] [Indexed: 12/10/2022] Open
Abstract
Local ablative therapy (LAT), intended as stereotactic ablative radiotherapy or stereotactic radiosurgery, is a well-recognized effective treatment for selected patients with oligometastatic NSCLC. Current clinical evidence supports LAT alone or in combination with systemic therapies. Our retrospective mono-institutional study aims to assess the role of LAT with a peculiar focus on the largest series of non-oncogene addicted oligometastatic NSCLC patients to date. We included in this analysis all patients with the mentioned disease characteristics who underwent LAT for intracranial and/or extracranial metastases between 2011 and 2020. The main endpoints were local control (LC), progression free survival (PFS) and overall survival (OS) in the whole population and after stratification for prognostic factors. We identified a series of 245 consecutive patients (314 lesions), included in this analysis (median age 69 years). In 77% of patients, a single metastasis was treated with LAT and intracranial involvement was the most frequent indication (53% of patients) in our series. The overall response rate (ORR) after LAT was 95%. In case of disease progression, 66 patients underwent new local treatments with curative intent. With a median follow-up of 18 months, median PFS was 13 months (1-year PFS 50%) and median OS was 32 months (1-year OS 75%). The median LC was not reached (1-year LC 89%). The presence of brain metastases was the only factor that negatively affected all clinical endpoints, with a 1-year LC, PFS and OS of 82%, 29% and 62% respectively, compared to 95%, 73% and 91%, respectively, for patients without BMs (p < 0.001 for each endpoint). At the multivariate analysis, mediastinal nodal involvement at baseline (p = 0.049), ECOG PS = 1 (p = 0.011), intracranial disease involvement (p = 0.001), administration of chemotherapy in combination with LAT (p = 0.020), and no delivery of further local treatment for progression or delivery of focal treatment for intracranial progression (p < 0.001) were related to a poorer OS. In our retrospective series, which is to our knowledge the largest to date, LAT showed encouraging results and confirmed the safety and effectiveness of focal treatments in non-oncogene addicted oligometastatic NSCLC patients.
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28
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Rubino S, Oliver DE, Tran ND, Vogelbaum MA, Forsyth PA, Yu HHM, Ahmed K, Etame AB. Improving Brain Metastases Outcomes Through Therapeutic Synergy Between Stereotactic Radiosurgery and Targeted Cancer Therapies. Front Oncol 2022; 12:854402. [PMID: 35311078 PMCID: PMC8924127 DOI: 10.3389/fonc.2022.854402] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Accepted: 02/07/2022] [Indexed: 12/12/2022] Open
Abstract
Brain metastases are the most common form of brain cancer. Increasing knowledge of primary tumor biology, actionable molecular targets and continued improvements in systemic and radiotherapy regimens have helped improve survival but necessitate multidisciplinary collaboration between neurosurgical, medical and radiation oncologists. In this review, we will discuss the advances of targeted therapies to date and discuss findings of studies investigating the synergy between these therapies and stereotactic radiosurgery for non-small cell lung cancer, breast cancer, melanoma, and renal cell carcinoma brain metastases.
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Affiliation(s)
- Sebastian Rubino
- Department of Neuro-Oncology, Moffitt Cancer Center, Tampa, FL, United States
| | - Daniel E. Oliver
- Department of Radiation Oncology, Moffitt Cancer Center, Tampa, FL, United States
| | - Nam D. Tran
- Department of Neuro-Oncology, Moffitt Cancer Center, Tampa, FL, United States
| | | | - Peter A. Forsyth
- Department of Neuro-Oncology, Moffitt Cancer Center, Tampa, FL, United States
| | | | - Kamran Ahmed
- Department of Radiation Oncology, Moffitt Cancer Center, Tampa, FL, United States
| | - Arnold B. Etame
- Department of Neuro-Oncology, Moffitt Cancer Center, Tampa, FL, United States
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29
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Sarmey N, Kaisman-Elbaz T, Mohammadi AM. Management Strategies for Large Brain Metastases. Front Oncol 2022; 12:827304. [PMID: 35251995 PMCID: PMC8894177 DOI: 10.3389/fonc.2022.827304] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Accepted: 01/31/2022] [Indexed: 11/13/2022] Open
Abstract
Brain metastases represent the most common intracranial neoplasm and pose a significant disease burden on the individual and the healthcare system. Although whole brain radiation therapy was historically a first line approach, subsequent research and technological advancements have resulted in a larger armamentarium of strategies for treatment of these patients. While chemotherapeutic options remain limited, surgical resection and stereotactic radiosurgery, as well as their combination therapies, have shifted the paradigms for managing intracranial metastatic disease. Ultimately, no single treatment is shown to be consistently effective across patient groups in terms of overall survival, local and distant control, neurocognitive function, and performance status. However, close consideration of patient and tumor characteristics may help delineate more favorable treatment strategies for individual patients. Here the authors present a review of the recent literature surrounding surgery, whole brain radiation therapy, stereotactic radiosurgery, and combination approaches.
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