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Xu L, Yang Z, Chen H, Sun C, Tu C, Gu Z, Luo M. Conditional survival and changing risk profile in patients with gliosarcoma. Front Med (Lausanne) 2024; 11:1443157. [PMID: 39309681 PMCID: PMC11412853 DOI: 10.3389/fmed.2024.1443157] [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: 06/03/2024] [Accepted: 08/28/2024] [Indexed: 09/25/2024] Open
Abstract
Background Conditional survival (CS) considers the duration since the initial diagnosis and can provide supplementary informative insights. Our objective was to evaluate CS among gliosarcoma (GSM) patients and develop a CS-incorporated nomogram to predict the conditional probability of survival. Methods This retrospective study using the Surveillance, Epidemiology, and End Results (SEER) database included patients with GSM between 2000 and 2017. The CS was defined as the probability of surviving additional y years after already surviving for x years. The formula utilized for CS was: CS(y|x) = S(y + x)/S(x), where S(x) denotes the overall survival at x years. Univariate Cox regression, best subset regression (BSR) and the least absolute shrinkage and selection operator (LASSO) were used for significant prognostic factors screening. Following this, backward stepwise multivariable Cox regression was utilized to refine predictor selection. Finally, a novel CS-integrated nomogram model was developed and we also employed diverse evaluation methods to assess its performance. Results This study included a total of 1,015 GSM patients, comprising 710 patients in training cohort and 305 patients in validation cohort. CS analysis indicated a gradual increase in the probability of achieving a 5-year survival, ascending from 5% at diagnosis to 13, 31, 56, and 74% with each subsequent year survived after 1, 2, 3, and 4 years post-diagnosis, respectively. Following variable screening through univariate Cox regression, BSR, and LASSO analysis, five factors-age, tumor stage, tumor size, radiotherapy, and chemotherapy-were ultimately identified for constructing the CS-nomogram model. The performance of the nomogram model was validated through discrimination and calibration assessments in both the training and validation cohorts. Furthermore, we confirmed that the effectiveness of the CS-nomogram in stratifying GSM patient risk status. Conclusion This nationwide study delineated the CS of patients diagnosed with GSM. Utilizing national data, a CS-nomogram could provide valuable guidance for patient counseling during follow-up and risk stratification.
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Affiliation(s)
| | | | | | | | | | | | - Ming Luo
- Department of Neurosurgery, Shaoxing Central Hospital, The Central Affiliated Hospital, Shaoxing University, Shaoxing, China
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Li C, Zhou W, Wang P, Ji P, Wang Y, Guo S, Zhai Y, Xu M, Wang L, Feng F, Liu J. Prognostic Factors for Patients with Primary Gliosarcoma: A Single-Center Retrospective Study. World Neurosurg 2024:S1878-8750(24)01497-9. [PMID: 39216722 DOI: 10.1016/j.wneu.2024.08.128] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2024] [Revised: 08/23/2024] [Accepted: 08/24/2024] [Indexed: 09/04/2024]
Abstract
BACKGROUND Primary gliosarcoma is a rare form of malignant central nervous system tumor, with limited understanding regarding its prognostic determinants and effective therapeutic interventions. METHODS The medical records of patients diagnosed with gliosarcoma at Tangdu Hospital between March 2011 and June 2023 were retrospectively analyzed in this study. Patients with a prior history of glioma or those who received preoperative chemoradiotherapy were excluded. Survival analyses were conducted using Kaplan-Meier and Cox regression analysis. RESULTS A total of 77 patients were included in the final analysis, with a median age of 57 years (range: 13-83). The predominant symptom leading to diagnosis was headache, and the temporal lobe was the most frequently affected site. Univariate analysis revealed that age ≤65 years, complete resection, Ki67 ≤ 25%, postoperative Karnofsky Performance Status ≥ 70, adherence to the Stupp protocol, and additional active therapy upon relapse were associated with enhanced survival. Furthermore, multivariate analysis identified complete resection, age ≤65 years, Stupp protocol treatment, and active therapy following relapse were independent predictors of overall survival. Notably, 1 patient experienced subcutaneous metastasis during treatment. CONCLUSIONS The present study's findings suggest that optimal management of primary gliosarcoma entails maximal safe resection, combined with adjuvant radiotherapy and chemotherapy with temozolomide, followed by salvage therapy in case of recurrence. However, the risk of metastases should be carefully monitored during the treatment course.
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Affiliation(s)
- Chen Li
- Department of Neurosurgery, The Second Affiliated Hospita of Air Force Medical University, Xian, China
| | - Wenqian Zhou
- The Fourth Student Brigade of Basic Medical College, Air Force Medical University, Xian, China
| | - Peng Wang
- Department of Neurosurgery, The First Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Peigang Ji
- Department of Neurosurgery, The Second Affiliated Hospita of Air Force Medical University, Xian, China
| | - Yuan Wang
- Department of Neurosurgery, The Second Affiliated Hospita of Air Force Medical University, Xian, China
| | - Shaochun Guo
- Department of Neurosurgery, The Second Affiliated Hospita of Air Force Medical University, Xian, China
| | - Yulong Zhai
- Department of Neurosurgery, The Second Affiliated Hospita of Air Force Medical University, Xian, China
| | - Meng Xu
- Evidence-Based Social Sciences Research Centre, School of Public Health, Lanzhou University, Lanzhou, China
| | - Liang Wang
- Department of Neurosurgery, The Second Affiliated Hospita of Air Force Medical University, Xian, China
| | - Fuqiang Feng
- Department of Neurosurgery, Shanxi Province Cancer Hospital/Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences/Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan, China
| | - Jinghui Liu
- Department of Neurosurgery, The Second Affiliated Hospita of Air Force Medical University, Xian, China.
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Chen M, Huang L, Wang F, Xu X, Xu X. Competing Risk Model to Determine the Prognostic Factors for Patients with Gliosarcoma. World Neurosurg 2024; 183:e483-e494. [PMID: 38157982 DOI: 10.1016/j.wneu.2023.12.123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Accepted: 12/21/2023] [Indexed: 01/03/2024]
Abstract
BACKGROUND Gliosarcoma (GSM) is a highly aggressive variant of brain cancer with an extremely unfavorable prognosis. Prognosis is not feasible by traditional methods because of a lack of staging criteria, and the present study aims to screen more detailed demographic factors to predict the prognostic factors of the tumors. METHODS For this study, we extracted data of patients diagnosed with GSM from the SEER (Surveillance Epidemiology and End Results) database between 2000 and 2019. To account for the influence of competing risks, we used a Cumulative Incidence Function. Subsequently, univariate analysis was conducted to evaluate the individual variables under investigation. Specifically for patients with GSM, we generated cumulative risk curves for specific mortality outcomes and events related to competing risks. In addition, we used both univariate and multivariate Cox analysis to account for non-GSM-related deaths that may confound our research. RESULTS The competing risk model showed that age, marital status, tumor size, and adjuvant therapy were prognostic factors in GSM-related death. The analysis results showed that older age (60-70 years, ≥71 years) and larger tumor size (≥5.3 cm) significantly increased the risk of GSM-related death. Conversely, surgical intervention, chemotherapy, and being single were identified as protective factors against GSM-related death. CONCLUSIONS Our study using a competing risk model provided valuable insights into the prognostic factors associated with GSM-related death. Further research and clinical interventions targeted at minimizing these risk factors and promoting the use of protective measures may contribute to improved outcomes and reduced mortality for patients with GSM.
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Affiliation(s)
- Mingyi Chen
- Department of Neurology and Stroke Center, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China; Clinical Neuroscience Institute, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China
| | - Liying Huang
- Department of Clinical Research, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China
| | - Fang Wang
- Department of Neurology and Stroke Center, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China; Clinical Neuroscience Institute, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China
| | - Xiaoxin Xu
- Department of Neurology and Stroke Center, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China; Clinical Neuroscience Institute, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China
| | - Xiaohong Xu
- Department of Neurology and Stroke Center, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China; Clinical Neuroscience Institute, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China.
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La Torre D, Della Torre A, Lo Turco E, Longo P, Pugliese D, Lacroce P, Raudino G, Romano A, Lavano A, Tomasello F. Primary Intracranial Gliosarcoma: Is It Really a Variant of Glioblastoma? An Update of the Clinical, Radiological, and Biomolecular Characteristics. J Clin Med 2023; 13:83. [PMID: 38202090 PMCID: PMC10779593 DOI: 10.3390/jcm13010083] [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: 10/22/2023] [Revised: 12/14/2023] [Accepted: 12/18/2023] [Indexed: 01/12/2024] Open
Abstract
Gliosarcomas (GS) are sporadic malignant tumors classified as a Glioblastoma (GBM) variant with IDH-wild type phenotype. It appears as a well-circumscribed lesion with a biphasic, glial, and metaplastic mesenchymal component. The current knowledge about GS comes from the limited literature. Furthermore, recent studies describe peculiar characteristics of GS, such as hypothesizing that it could be a clinical-pathological entity different from GBM. Here, we review radiological, biomolecular, and clinical data to describe the peculiar characteristics of PGS, treatment options, and outcomes in light of the most recent literature. A comprehensive literature review of PubMed and Web of Science databases was conducted for articles written in English focused on gliosarcoma until 2023. We include relevant data from a few case series and only a single meta-analysis. Recent evidence describes peculiar characteristics of PGS, suggesting that it might be a specific clinical-pathological entity different from GBM. This review facilitates our understanding of this rare malignant brain tumor. However, in the future we recommend multi-center studies and large-scale metanalyses to clarify the biomolecular pathways of PGS to develop new specific therapeutic protocols, different from conventional GBM therapy in light of the new therapeutic opportunities.
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Affiliation(s)
- Domenico La Torre
- Department of Medical and Surgery Sciences, School of Medicine, AOU “Renato Dulbecco”, University of Catanzaro, 88100 Catanzaro, Italy; (A.D.T.); (P.L.); (P.L.); (A.L.)
| | - Attilio Della Torre
- Department of Medical and Surgery Sciences, School of Medicine, AOU “Renato Dulbecco”, University of Catanzaro, 88100 Catanzaro, Italy; (A.D.T.); (P.L.); (P.L.); (A.L.)
| | - Erica Lo Turco
- Department of Medical and Surgery Sciences, School of Medicine, AOU “Renato Dulbecco”, University of Catanzaro, 88100 Catanzaro, Italy; (A.D.T.); (P.L.); (P.L.); (A.L.)
| | - Prospero Longo
- Department of Medical and Surgery Sciences, School of Medicine, AOU “Renato Dulbecco”, University of Catanzaro, 88100 Catanzaro, Italy; (A.D.T.); (P.L.); (P.L.); (A.L.)
| | - Dorotea Pugliese
- Humanitas, Istituto Clinico Catanese, 95045 Catania, Italy; (D.P.); (G.R.); (A.R.); (F.T.)
| | - Paola Lacroce
- Department of Medical and Surgery Sciences, School of Medicine, AOU “Renato Dulbecco”, University of Catanzaro, 88100 Catanzaro, Italy; (A.D.T.); (P.L.); (P.L.); (A.L.)
| | - Giuseppe Raudino
- Humanitas, Istituto Clinico Catanese, 95045 Catania, Italy; (D.P.); (G.R.); (A.R.); (F.T.)
| | - Alberto Romano
- Humanitas, Istituto Clinico Catanese, 95045 Catania, Italy; (D.P.); (G.R.); (A.R.); (F.T.)
| | - Angelo Lavano
- Department of Medical and Surgery Sciences, School of Medicine, AOU “Renato Dulbecco”, University of Catanzaro, 88100 Catanzaro, Italy; (A.D.T.); (P.L.); (P.L.); (A.L.)
| | - Francesco Tomasello
- Humanitas, Istituto Clinico Catanese, 95045 Catania, Italy; (D.P.); (G.R.); (A.R.); (F.T.)
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Gliosarcoma with extensive extracranial metastatic spread and familial coincidence: A case report. Pathol Res Pract 2023; 244:154399. [PMID: 36905695 DOI: 10.1016/j.prp.2023.154399] [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: 01/06/2023] [Revised: 03/02/2023] [Accepted: 03/03/2023] [Indexed: 03/09/2023]
Abstract
Gliosarcoma is a rare histopathological subtype of glioblastoma. Metastatic spreading is unusual. In this report, we illustrate a case of gliosarcoma with extensive extracranial metastases with confirmation of histological and molecular concordance between the primary tumor and a metastatic lesion of the lung. Only the autopsy revealed the extent of metastatic spread and the hematogenous pattern of metastatic dissemination. Moreover, the case bared a familial coincidence of malignant glial tumors as the patient's son was diagnosed with a high-grade glioma shortly after the patient's death. By molecular analysis (Sanger and next generation panel sequencing), we could confirm that both patient's tumors carried mutations in the TP53 gene. Interestingly, the detected mutations were located in different exons. Altogether, this case draws attention to the fact that sudden clinical aggravation could be caused by the rare phenomenon of metastatic spread and should therefore be always taken into consideration, even at an early disease stage. Furthermore, the presented case highlights the contemporary value of autoptic pathological examination.
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Yu Z, Zhou Z, Xu M, Song K, Shen J, Zhu W, Wei L, Xu H. Prognostic Factors of Gliosarcoma in the Real World: A Retrospective Cohort Study. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2023; 2023:1553408. [PMID: 36756387 PMCID: PMC9902117 DOI: 10.1155/2023/1553408] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 10/25/2022] [Accepted: 11/24/2022] [Indexed: 02/01/2023]
Abstract
Purpose Gliosarcoma is a histopathological variant of glioblastoma, which is characterized by a biphasic growth pattern consisting of glial and sarcoma components. Owing to its scarcity, data regarding the impact of available treatments on the clinical outcomes of gliosarcoma are inadequate. The purpose of this retrospective cohort study was to analyze the prognostic factors of gliosarcoma. Methods By screening the clinical database of neurosurgical cases at a single center, patients with gliosarcoma diagnosed histologically from 2013 to 2021 were identified. Clinical, pathological, and molecular data were gathered founded on medical records and follow-up interviews. Prognostic factors were derived using the Cox proportional hazards model with backward stepwise regression analysis. Results Forty-five GSM patients were included. Median overall survival was 25.6 months (95% CI 8.0-43.1), and median relapse-free survival was 15.2 months (95% CI 9.7-20.8). In multivariable analysis, total resection (p = 0.023, HR = 0.192, 95% CI 0.046-0.797) indicated an improved prognosis. And low expression of Ki-67 (p = 0.059, HR = 2.803, 95% CI 0.963-8.162) would be likely to show statistical significance. However, there might be no statistically significant survival benefit from radiotherapy with concurrent temozolomide (n = 33, 73.3%, log-rank p = 0.99) or adjuvant temozolomide (n = 32, 71.1%, log-rank p = 0.74). Conclusion This single-center retrospective study with a limited cohort size has demonstrated the treatment of gross total resection and low expression of Ki-67 which are beneficial for patients with GSM, while radiotherapy or temozolomide is not.
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Affiliation(s)
- Ziye Yu
- Department of Neurosurgery, Huashan Hospital, Shanghai Medical College, Fudan University, 200040, China
- National Center for Neurological Disorders, 200040, China
- Shanghai Key Laboratory of Brain Function and Restoration and Neural Regeneration, 200040, China
- Neurosurgical Institute of Fudan University, 200040, China
- Shanghai Clinical Medical Center of Neurosurgery, 200040, China
| | - Zhirui Zhou
- Department of Radiotherapy, Huashan Hospital, Fudan University, 200040, China
| | - Ming Xu
- Department of Anesthesiology, Huashan Hospital, Fudan University, 200040, China
| | - Kun Song
- Department of Neurosurgery, Huashan Hospital, Shanghai Medical College, Fudan University, 200040, China
- National Center for Neurological Disorders, 200040, China
- Shanghai Key Laboratory of Brain Function and Restoration and Neural Regeneration, 200040, China
- Neurosurgical Institute of Fudan University, 200040, China
- Shanghai Clinical Medical Center of Neurosurgery, 200040, China
| | - Jingjing Shen
- Department of Anesthesiology, Huashan Hospital, Fudan University, 200040, China
| | - Wenhao Zhu
- Department of Anesthesiology, Huashan Hospital, Fudan University, 200040, China
| | - Liqun Wei
- Department of Anesthesiology, Huashan Hospital, Fudan University, 200040, China
| | - Hongzhi Xu
- Department of Neurosurgery, Huashan Hospital, Shanghai Medical College, Fudan University, 200040, China
- National Center for Neurological Disorders, 200040, China
- Shanghai Key Laboratory of Brain Function and Restoration and Neural Regeneration, 200040, China
- Neurosurgical Institute of Fudan University, 200040, China
- Shanghai Clinical Medical Center of Neurosurgery, 200040, China
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Fan H, Yu Y, Du J, Liu L, Luo Y, Yu H, Liao X. Computed Tomography, Magnetic Resonance Imaging, and Pathological Features of Gliosarcoma. Neuropsychiatr Dis Treat 2022; 18:2577-2589. [PMID: 36387942 PMCID: PMC9642797 DOI: 10.2147/ndt.s386616] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Accepted: 10/14/2022] [Indexed: 11/06/2022] Open
Abstract
Objective To investigate the clinical, imaging, and pathological features of gliosarcoma. Methods The clinical data of 14 patients with gliosarcoma confirmed by surgery and pathology at our hospital between 2010 and 2021 were analyzed retrospectively, and the relevant literature was reviewed. Results In all 14 cases, the gliosarcoma was located in the supratentorial brain parenchyma and involved a single lesion. There were more male patients (64.3%) than female patients (35.7%), and 57.1% of all the patients were 40-60 years of age. The prognosis of all 14 patients was poor, and the average survival time was approximately seven months. The computed tomography findings revealed mostly mixed density lesions, and some cases were complicated with bleeding. The magnetic resonance imaging revealed irregularly shaped mass lesions of different sizes, with uneven or circular enhancement. Cystic degeneration and necrosis could be seen in all the masses, some of which showed signs of bleeding and were surrounded by different degrees of edema and space-occupying effects. The pathological examination revealed that the tumors had bidirectional differentiation of the glial and sarcoma components, while the immunohistochemistry examination revealed glial fibrillary acidic protein-positive and reticular fiber-positive staining in the sarcoma. Conclusion The clinical manifestations of gliosarcoma are nonspecific, but imaging reveals that the condition has certain characteristics, typically consisting of a huge supratentorial mass, with an irregular heterogeneous periphery or obvious mass-like augmentation after enhancement. The final diagnosis depends on the results of a pathological examination.
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Affiliation(s)
- Haiqing Fan
- Department of Medical Imaging, The Affiliated Hospital of Guizhou Medical University, Guiyang City, Guizhou Province, 550004, People’s Republic of China
| | - Yue Yu
- Department of Medical Imaging, The Affiliated Hospital of Guizhou Medical University, Guiyang City, Guizhou Province, 550004, People’s Republic of China
| | - Jinhui Du
- Department of Medical Imaging, The Affiliated Hospital of Guizhou Medical University, Guiyang City, Guizhou Province, 550004, People’s Republic of China
| | - Likun Liu
- Department of Medical Imaging, The Affiliated Hospital of Guizhou Medical University, Guiyang City, Guizhou Province, 550004, People’s Republic of China
| | - Yilin Luo
- Department of Medical Imaging, The Affiliated Hospital of Guizhou Medical University, Guiyang City, Guizhou Province, 550004, People’s Republic of China
| | - Hui Yu
- Department of Medical Imaging, The Affiliated Hospital of Guizhou Medical University, Guiyang City, Guizhou Province, 550004, People’s Republic of China
| | - Xin Liao
- Department of Medical Imaging, The Affiliated Hospital of Guizhou Medical University, Guiyang City, Guizhou Province, 550004, People’s Republic of China
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Kavouridis VK, Ligon KL, Wen PY, Iorgulescu JB. Survival outcomes associated with MGMT promoter methylation and temozolomide in gliosarcoma patients. J Neurooncol 2022; 158:111-116. [PMID: 35474499 DOI: 10.1007/s11060-022-04016-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2022] [Accepted: 04/12/2022] [Indexed: 10/18/2022]
Abstract
PURPOSE Gliosarcoma is an uncommon glioblastoma subtype, for which MGMT promoter methylation's relationship with response to temozolomide chemotherapy is unclear. We therefore examined this question using a national cohort. METHODS The National Cancer Database was queried for patients histopathologically diagnosed with gliosarcoma between 2010 and 2019. The associations between MGMT promoter methylation, first-line single-agent chemotherapy-presumed to be temozolomide herein-and overall survival (OS) were examined using log-rank tests and Cox regression, with correction for multiple testing (p < 0.01 was significant). RESULTS 580 newly-diagnosed gliosarcoma patients with MGMT status were available, among whom 33.6% were MGMT promoter methylated. Median OS for gliosarcoma patients that received standard-of-care temozolomide and radiotherapy was 12.1 months (99% confidence interval [CI] 10.8-15.1) for MGMT promoter unmethylated and 21.4 months (99% CI 15.4-26.2) for MGMT promoter methylated gliosarcomas (p = 0.003). In multivariable analysis of gliosarcoma patients-which included the potential confounders of age, sex, maximal tumor size, extent of resection, and radiotherapy-receipt of temozolomide was associated with improved OS in both MGMT promoter methylated (hazard ratio [HR] 0.23 vs. no temozolomide, 99% CI 0.11-0.47, p < 0.001) and unmethylated (HR 0.50 vs. no temozolomide, 99% CI 0.29-0.89, p = 0.002) gliosarcomas. MGMT promoter methylation was associated with improved OS among temozolomide-treated gliosarcoma patients (p < 0.001), but not in patients who did not receive chemotherapy (p = 0.35). CONCLUSION In a national analysis of gliosarcoma patients, temozolomide was associated with prolonged OS irrespective of MGMT status. These results provide support for the current practice of trimodal therapy for gliosarcoma.
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Affiliation(s)
- Vasileios K Kavouridis
- Department of Neurosurgery, Computational Neuroscience Outcomes Center, Brigham and Women's Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA.,Department of Neurosurgery, St. Olavs Hospital, Trondheim, Norway
| | - Keith L Ligon
- Harvard Medical School, Boston, MA, USA.,Department of Pathology, Brigham and Women's Hospital, 75 Francis St., Boston, MA, 02115, USA
| | - Patrick Y Wen
- Harvard Medical School, Boston, MA, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - J Bryan Iorgulescu
- Department of Neurosurgery, Computational Neuroscience Outcomes Center, Brigham and Women's Hospital, Boston, MA, USA. .,Harvard Medical School, Boston, MA, USA. .,Department of Pathology, Brigham and Women's Hospital, 75 Francis St., Boston, MA, 02115, USA. .,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.
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