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Zhu H, Liu Y, Li Y, Ding Y, Shen N, Xie Y, Yan S, Fu Y, Zhang J, Liu D, Zhang X, Li L, Zhu W. Amide Proton Transfer-weighted (APTw) Imaging and Derived Quantitative Metrics in Evaluating Gliomas: Improved Performance Compared to Magnetization Transfer Ratio Asymmetry (MTR asym). Acad Radiol 2025; 32:2919-2930. [PMID: 39809602 DOI: 10.1016/j.acra.2024.12.054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2024] [Revised: 12/10/2024] [Accepted: 12/23/2024] [Indexed: 01/16/2025]
Abstract
RATIONALE AND OBJECTIVES Isocitrate dehydrogenase (IDH) status, glioma subtypes and tumor proliferation are important for glioma evaluation. We comprehensively compare the diagnostic performance of amide proton transfer-weighted (APTw) MRI and its related metrics in glioma diagnosis, in the context of the latest classification. MATERIALS AND METHODS Totally 110 patients with adult-type diffuse gliomas underwent APTw imaging. The magnetization transfer ratio asymmetry (MTRasym), magnetization transfer ratio normalized by reference signal (MTRnormref), and spillover-corrected magnetization transfer ratio yielding Rex (MTRRex), and metrics based on Lorentzian fitting (Fit-amide, Fit-MTRnormref, and Fit-MTRRex) were calculated. Group differences were compared between IDH genotypes, and among three glioma subtypes. The diagnostic performances were assessed using the receiver operating characteristic (ROC) analysis and compared. The correlations with Ki-67 expression were also analyzed. RESULTS All APTw-related metrics exhibited significantly higher values in IDH-wildtype gliomas than in IDH-mutant gliomas (all p < 0.001). Fit-MTRnormref had the best area under the curve (AUC) of 0.858. All APTw-related metrics in glioblastomas were significantly higher than oligodendrogliomas (all p < 0.01) and astrocytomas (all p < 0.001). No metrics had significant difference between oligodendrogliomas and astrocytomas. The highest AUCs was 0.870 for Fit-MTRnormref in distinguishing astrocytomas from glioblastomas, and 0.867 for Fit-MTRRex in distinguishing oligodendrogliomas from glioblastomas. Besides, Fit-MTRnormref had the highest correlation coefficient with Ki-67 expression of 0.578. CONCLUSION APTw-related metrics can effectively evaluate glioma IDH status, tumor subtypes and proliferation. The combination of Lorentzian fitting and the reference signal normalization could further improve the diagnostic performance, and perform better than MTRasym.
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Affiliation(s)
- Hongquan Zhu
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China (H.Z., Y.L., Y.L., Y.D., N.S., Y.X., S.Y., Y.F., J.Z., D.L., L.L., W.Z.)
| | - Yufei Liu
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China (H.Z., Y.L., Y.L., Y.D., N.S., Y.X., S.Y., Y.F., J.Z., D.L., L.L., W.Z.)
| | - Yuanhao Li
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China (H.Z., Y.L., Y.L., Y.D., N.S., Y.X., S.Y., Y.F., J.Z., D.L., L.L., W.Z.)
| | - Yuejie Ding
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China (H.Z., Y.L., Y.L., Y.D., N.S., Y.X., S.Y., Y.F., J.Z., D.L., L.L., W.Z.)
| | - Nanxi Shen
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China (H.Z., Y.L., Y.L., Y.D., N.S., Y.X., S.Y., Y.F., J.Z., D.L., L.L., W.Z.)
| | - Yan Xie
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China (H.Z., Y.L., Y.L., Y.D., N.S., Y.X., S.Y., Y.F., J.Z., D.L., L.L., W.Z.)
| | - Su Yan
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China (H.Z., Y.L., Y.L., Y.D., N.S., Y.X., S.Y., Y.F., J.Z., D.L., L.L., W.Z.)
| | - Yan Fu
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China (H.Z., Y.L., Y.L., Y.D., N.S., Y.X., S.Y., Y.F., J.Z., D.L., L.L., W.Z.)
| | - Jiaxuan Zhang
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China (H.Z., Y.L., Y.L., Y.D., N.S., Y.X., S.Y., Y.F., J.Z., D.L., L.L., W.Z.)
| | - Dong Liu
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China (H.Z., Y.L., Y.L., Y.D., N.S., Y.X., S.Y., Y.F., J.Z., D.L., L.L., W.Z.)
| | - Xiaoxiao Zhang
- Department of Clinical, Philips Healthcare, Wuhan, China (X.Z.)
| | - Li Li
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China (H.Z., Y.L., Y.L., Y.D., N.S., Y.X., S.Y., Y.F., J.Z., D.L., L.L., W.Z.)
| | - Wenzhen Zhu
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China (H.Z., Y.L., Y.L., Y.D., N.S., Y.X., S.Y., Y.F., J.Z., D.L., L.L., W.Z.).
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Gao L, Li Y, Zhu H, Liu Y, Li S, Li L, Zhang J, Shen N, Zhu W. Application of preoperative advanced diffusion magnetic resonance imaging in evaluating the postoperative recurrence of lower grade gliomas. Cancer Imaging 2024; 24:134. [PMID: 39385297 PMCID: PMC11462830 DOI: 10.1186/s40644-024-00782-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Accepted: 09/30/2024] [Indexed: 10/12/2024] Open
Abstract
BACKGROUND Recurrence of lower grade glioma (LrGG) appeared to be unavoidable despite considerable research performed in last decades. Thus, we evaluated the postoperative recurrence within two years after the surgery in patients with LrGG by preoperative advanced diffusion magnetic resonance imaging (dMRI). MATERIALS AND METHODS 48 patients with lower-grade gliomas (23 recurrence, 25 nonrecurrence) were recruited into this study. Different models of dMRI were reconstructed, including apparent fiber density (AFD), white matter tract integrity (WMTI), diffusion tensor imaging (DTI), diffusion kurtosis imaging (DKI), neurite orientation dispersion and density imaging (NODDI), Bingham NODDI and standard model imaging (SMI). Orthogonal Partial Least Squares-Discriminant Analysis (OPLS-DA) was used to construct a multiparametric prediction model for the diagnosis of postoperative recurrence. RESULTS The parameters derived from each dMRI model, including AFD, axon water fraction (AWF), mean diffusivity (MD), mean kurtosis (MK), fractional anisotropy (FA), intracellular volume fraction (ICVF), extra-axonal perpendicular diffusivity (De⊥), extra-axonal parallel diffusivity (De∥) and free water fraction (fw), showed significant differences between nonrecurrence group and recurrence group. The extra-axonal perpendicular diffusivity (De⊥) had the highest area under curve (AUC = 0.885), which was significantly higher than others. The variable importance for the projection (VIP) value of De⊥ was also the highest. The AUC value of the multiparametric prediction model merging AFD, WMTI, DTI, DKI, NODDI, Bingham NODDI and SMI was up to 0.96. CONCLUSION Preoperative advanced dMRI showed great efficacy in evaluating postoperative recurrence of LrGG and De⊥ of SMI might be a valuable marker.
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Affiliation(s)
- Luyue Gao
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030, PR China
- Department of Radiology, Qianjiang Central Hospital, 22 Zhanghua Middle Road, Qianjiang, 433100, PR China
| | - Yuanhao Li
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030, PR China
| | - Hongquan Zhu
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030, PR China
| | - Yufei Liu
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030, PR China
| | - Shihui Li
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030, PR China
| | - Li Li
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030, PR China
| | - Jiaxuan Zhang
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030, PR China
| | - Nanxi Shen
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030, PR China.
| | - Wenzhen Zhu
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030, PR China.
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Wu S, Zhang X, Rui W, Sheng Y, Yu Y, Zhang Y, Yao Z, Qiu T, Ren Y. A nomogram strategy for identifying the subclassification of IDH mutation and ATRX expression loss in lower-grade gliomas. Eur Radiol 2022; 32:3187-3198. [PMID: 35133485 DOI: 10.1007/s00330-021-08444-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2021] [Revised: 09/22/2021] [Accepted: 10/25/2021] [Indexed: 12/29/2022]
Abstract
OBJECTIVES To construct a radiomics nomogram based on multiparametric MRI data for predicting isocitrate dehydrogenase 1 mutation (IDH +) and loss of nuclear alpha thalassemia/mental retardation syndrome X-linked expression (ATRX -) in patients with lower-grade gliomas (LrGG; World Health Organization [WHO] 2016 grades II and III). METHODS A total of 111 LrGG patients (76 mutated IDH and 35 wild-type IDH) were enrolled, divided into a training set (n = 78) and a validation set (n = 33) for predicting IDH mutation. IDH + LrGG patients were further stratified into the ATRX - (n = 38) and ATRX + (n = 38) subtypes. A total of 250 radiomics features were extracted from the region of interest of each tumor, including that from T2 fluid-attenuated inversion recovery (T2 FLAIR), contrast-enhanced T1 WI, ASL-derived cerebral blood flow (CBF), DWI-derived ADC, and exponential ADC (eADC). A radiomics signature was selected using the Elastic Net regression model, and a radiomics nomogram was finally constructed using the age, gender information, and above features. RESULTS The radiomics nomogram identified LrGG patients for IDH mutation (C-index: training sets = 0.881, validation sets = 0.900) and ATRX loss (C-index: training sets = 0.863, validation sets = 0.840) with good calibration. Decision curve analysis further confirmed the clinical usefulness of the two nomograms for predicting IDH and ATRX status. CONCLUSIONS The nomogram incorporating age, gender, and the radiomics signature provided a clinically useful approach in noninvasively predicting IDH and ATRX mutation status for LrGG patients. The proposed method could facilitate MRI-based clinical decision-making for the LrGG patients. KEY POINTS • Non-invasive determination of IDH and ATRX gene status of LrGG patients can be obtained with a radiomics nomogram. • The proposed nomogram is constructed by radiomics signature selected from 250 radiomics features, combined with age and gender. • The proposed radiomics nomogram exhibited good calibration and discrimination for IDH and ATRX gene mutation stratification of LrGG patients in both training and validation sets.
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Affiliation(s)
- Shiman Wu
- Department of Radiology, Huashan Hospital, Fudan University, Jing'an District, 12 Middle Urumqi Road, Shanghai, 200040, People's Republic of China
| | - Xi Zhang
- Department of Biomedical Engineering, Fourth Military Medical University, Xi'an, Shaanxi, People's Republic of China
| | - Wenting Rui
- Department of Radiology, Huashan Hospital, Fudan University, Jing'an District, 12 Middle Urumqi Road, Shanghai, 200040, People's Republic of China
| | - Yaru Sheng
- Department of Radiology, Huashan Hospital, Fudan University, Jing'an District, 12 Middle Urumqi Road, Shanghai, 200040, People's Republic of China
| | - Yang Yu
- Department of Radiology, Huashan Hospital, Fudan University, Jing'an District, 12 Middle Urumqi Road, Shanghai, 200040, People's Republic of China
| | - Yong Zhang
- GE Healthcare, Shanghai, People's Republic of China
| | - Zhenwei Yao
- Department of Radiology, Huashan Hospital, Fudan University, Jing'an District, 12 Middle Urumqi Road, Shanghai, 200040, People's Republic of China
| | - Tianming Qiu
- Department of Neurosurgery, Huashan Hospital, Fudan University, Jing'an District, 12 Middle Urumqi Road, Shanghai, 200040, People's Republic of China.
| | - Yan Ren
- Department of Radiology, Huashan Hospital, Fudan University, Jing'an District, 12 Middle Urumqi Road, Shanghai, 200040, People's Republic of China.
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Cerebellar anaplastic astrocytoma in adult patients: 15 consecutive cases from a single institution and literature review. J Clin Neurosci 2021; 91:249-254. [PMID: 34373036 DOI: 10.1016/j.jocn.2021.07.010] [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: 10/05/2020] [Revised: 06/14/2021] [Accepted: 07/06/2021] [Indexed: 11/20/2022]
Abstract
Adult cerebellar anaplastic astrocytomas (cAA) are rare entities and their clinical and genetic appearances are still ill defined. Previously, malignant gliomas of the cerebellum were combined and reviewed together (cAA and cerebellar glioblastomas (cGB), that could have possibly affected overall survival (OS) and progression-free survival (PFS). We present characteristics of 15 adult patients with cAA and compared them to a series of 45 patients with a supratentorial AA (sAA) in order to elicit the effect of tumor location on OS and PFS. The mean age at cAA diagnosis was 39.3 years (range 19-72). A history of neurofibromatosis type I was noted in 1 patient (6.7%). An IDH-1 mutation was identified in 6/15 cases and a methylated MGMT promoter in 5/15 cases. Patients in study and control groups were matched in age, sex and IDH-1 mutation status. Patients in a study group tended to present with longer overall survival (50 vs. 36.5 months), but the difference did not reach statistical significance. In both cAA and supratentorial AA groups presence of the IDH-1 mutation remains a positive predictor for the prolonged survival. The present study suggests that adult cAA constitute a group of gliomas with relatively higher rate of IDH-1 mutations and prognosis similar to supratentorial AA. The present study is the first to systematically compare cAA and supratentorial AA with respect to their genetic characteristics and suggests that both groups show a similar survival prognosis.
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Valiyaveettil D, Malik M, Joseph D, Ahmed SF, Kothwal SA. Prognostic factors and outcomes in anaplastic gliomas: An institutional experience. South Asian J Cancer 2020; 7:1-4. [PMID: 29600221 PMCID: PMC5865085 DOI: 10.4103/sajc.sajc_55_17] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
Background: There is lack of clear evidence and treatment guidelines for anaplastic gliomas (AGs) with very few studies focusing exclusively on these patients. The aim of the study was to analyze the clinical profile and survival in these patients. Materials and Methods: Patients of AGs treated with radiation and concurrent ± adjuvant chemotherapy from January 2010 to December 2015 were analyzed. Statistical analysis was done using SPSS version 20 software. Results: A total of 100 patients were included in the study. The median age was 35 years (range 6–68 years). Eighty-four patients had follow-up details and were included for survival analysis. The 5-year overall survival (OS) was 58%. Age, presentation with seizures, and focal neurological deficit were not found to significantly influence survival. The 5-year survival for oligodendroglioma and astrocytoma was 69% and 52%, respectively. Patients with Karnofsky Performance Score (KPS) of ≥70 had a significantly better 5-year OS (65%) as compared to those with KPS <70 (33%) (P = 0.000). The use of adjuvant temozolomide (TMZ) showed longer 5-year OS of 67.7% compared to 36% in patients who did not receive adjuvant chemotherapy (P = 0.018). Patients receiving both concurrent and adjuvant TMZ showed longer 5-year OS (68.5% vs. 40%, P = 0.010). Twenty-two patients had recurrence with average time to recurrence being 37 months. Fourteen patients underwent salvage surgery and two patients received reirradiation. Conclusions: OS significantly correlated with KPS and receipt of concurrent and adjuvant chemotherapy with TMZ. Therefore, adjuvant radiation with concurrent and adjuvant TMZ should be the standard of care for AGs.
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Affiliation(s)
- Deepthi Valiyaveettil
- Department of Radiation Oncology, Nizam's Institute of Medical Sciences, Hyderabad, Telangana, India
| | - Monica Malik
- Department of Radiation Oncology, Nizam's Institute of Medical Sciences, Hyderabad, Telangana, India
| | - Deepa Joseph
- Department of Radiation Oncology, Nizam's Institute of Medical Sciences, Hyderabad, Telangana, India
| | - Syed Fayaz Ahmed
- Department of Radiation Oncology, Nizam's Institute of Medical Sciences, Hyderabad, Telangana, India
| | - Syed Akram Kothwal
- Department of Radiation Oncology, Nizam's Institute of Medical Sciences, Hyderabad, Telangana, India
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Tan Y, Mu W, Wang XC, Yang GQ, Gillies RJ, Zhang H. Whole-tumor radiomics analysis of DKI and DTI may improve the prediction of genotypes for astrocytomas: A preliminary study. Eur J Radiol 2019; 124:108785. [PMID: 32004731 DOI: 10.1016/j.ejrad.2019.108785] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2019] [Revised: 11/20/2019] [Accepted: 11/28/2019] [Indexed: 12/13/2022]
Abstract
PURPOSE To test whether the whole-tumor radiomics analysis of DKI and DTI images could predict IDH and MGMTmet genotypes of astrocytomas. METHOD Sixty-two astrocytomas were enrolled. 364 radiomics features of whole tumor were extracted from mean-kurtosis (MK), and mean-diffusivity (MD) images, respectively. The multivariable logistic regression was used to select the most meaningful radiomics features for predicting IDH and MGMTmet genotypes. A radiomics model was built by logistic linear regression. A combined model was established based on selected radiomic, radiological and clinical features. To assess the difference between the models, the Z-test was performed. RESULTS The radiomics model built using the three most informative radiomics features for each genotype yielded an AUC of 0.831 ((95 % confidence interval [CI]: 0.721-0.918) for predicting IDH genotype, and 0.835 (95 %CI: 0.686-0.951) for MGMTmet genotype. A combined model for predicting IDH based on the radiomics score, age, and degree of edema reached an AUC of 0.885 (95 %CI: 0.802-0.955) and a combined model for predicting MGMTmet based on radiomics score and edema degree reached an AUC of 0.859 (95 %CI: 0.751-0.945) which was not significantly higher than the radiomics only model (P = 0.081). CONCLUSIONS The radiomics models via an objective whole-tumor analysis of MK and MD maps were independent imaging biomarkers for predicting IDH and MGMTmet genotypes, and the combined model further improved the performance for IDH, but not for MGMTmet.
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Affiliation(s)
- Yan Tan
- Department of Radiology, First Clinical Medical College, Shanxi Medical University, Taiyuan, 030001, Shanxi Province, China; College of Medical Imaging, Shanxi Medical University, Taiyuan 030001, Shanxi Province, China
| | - Wei Mu
- Departments of Cancer Physiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Xiao-Chun Wang
- Department of Radiology, First Clinical Medical College, Shanxi Medical University, Taiyuan, 030001, Shanxi Province, China; College of Medical Imaging, Shanxi Medical University, Taiyuan 030001, Shanxi Province, China
| | - Guo-Qiang Yang
- Department of Radiology, First Clinical Medical College, Shanxi Medical University, Taiyuan, 030001, Shanxi Province, China; College of Medical Imaging, Shanxi Medical University, Taiyuan 030001, Shanxi Province, China
| | - Robert James Gillies
- Departments of Cancer Physiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA.
| | - Hui Zhang
- Department of Radiology, First Clinical Medical College, Shanxi Medical University, Taiyuan, 030001, Shanxi Province, China; College of Medical Imaging, Shanxi Medical University, Taiyuan 030001, Shanxi Province, China.
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De Leeuw BI, Van Baarsen KM, Snijders TJ, Robe PAJT. Interrelationships between molecular subtype, anatomical location, and extent of resection in diffuse glioma: a systematic review and meta-analysis. Neurooncol Adv 2019; 1:vdz032. [PMID: 32642663 PMCID: PMC7212862 DOI: 10.1093/noajnl/vdz032] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Background The introduction of the 2016 WHO Classification of Tumors of the Central Nervous System has resulted in tumor groupings with improved prognostic value for diffuse glioma patients. Molecular subtype, primarily based on IDH-mutational status and 1p/19q-status, is a strong predictor of survival. It is unclear to what extent this finding may be mediated by differences in anatomical location and surgical resectability among molecular subgroups. Our aim was to elucidate possible correlations between (1) molecular subtype and anatomical location and (2) molecular subtype and extent of resection. Methods We performed a systematic review of literature searching for studies on molecular subtype in relation to anatomical location and extent of resection. Only original data concerning adult participants suffering from cerebral diffuse glioma were included. Studies adopting similar outcomes measures were included in our meta-analysis. Results In the systematic analysis for research questions 1 and 2, totals of 20 and 9 studies were included, respectively. Study findings demonstrated that IDH-mutant tumors were significantly more frequently located in the frontal lobe and less often in the temporal lobe compared with IDH-wildtype gliomas. Within the IDH-mutant group, 1p/19q-codeleted tumors were associated with more frequent frontal and less frequent temporal localization compared with 1p/19q-intact tumors. In IDH-mutant gliomas, greater extent of resection was achieved than in IDH-wildtype tumors. Conclusions Genetic profile of diffuse cerebral glioma influences their anatomical location and seems to affect tumor resectability.
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Affiliation(s)
- Beverly I De Leeuw
- Department of Neurology and Neurosurgery, Brain Center, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Kirsten M Van Baarsen
- Department of Neurology and Neurosurgery, Brain Center, University Medical Center Utrecht, Utrecht, The Netherlands.,Department of Neurosurgery, Alder Hey Children's NHS Foundation Trust, Liverpool, UK
| | - Tom J Snijders
- Department of Neurology and Neurosurgery, Brain Center, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Pierre A J T Robe
- Department of Neurology and Neurosurgery, Brain Center, University Medical Center Utrecht, Utrecht, The Netherlands
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The Role of Particle Therapy for the Treatment of Skull Base Tumors and Tumors of the Central Nervous System (CNS). Top Magn Reson Imaging 2019; 28:49-61. [PMID: 31022048 DOI: 10.1097/rmr.0000000000000197] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Radiation therapy (RT) is a mainstay in the interdisciplinary treatment of brain tumors of the skull base and brain. Technical innovations during the past 2 decades have allowed for increasingly precise treatment with better sparing of adjacent healthy tissues to prevent treatment-related side effects that influence patients' quality of life. Particle therapy with protons and charged ions offer favorable kinetics with sharp dose deposition in a well-defined depth (Bragg-Peak) and a steep radiation fall-off beyond that maximum. This review highlights the role of particle therapy in the management of primary brain tumors and tumors of the skull base.
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A radiomics nomogram may improve the prediction of IDH genotype for astrocytoma before surgery. Eur Radiol 2019; 29:3325-3337. [PMID: 30972543 DOI: 10.1007/s00330-019-06056-4] [Citation(s) in RCA: 58] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2018] [Revised: 12/12/2018] [Accepted: 01/31/2019] [Indexed: 12/12/2022]
Abstract
OBJECTIVES To develop and validate a radiomics nomogram to preoperative prediction of isocitrate dehydrogenase (IDH) genotype for astrocytomas, which might contribute to the pretreatment decision-making and prognosis evaluating. METHODS One hundred five astrocytomas (Grades II-IV) with contrast-enhanced T1-weighted imaging (CE-T1WI), T2 fluid-attenuated inversion recovery (T2FLAIR), and apparent diffusion coefficient (ADC) map were enrolled in this study (training cohort: n = 74; validation cohort: n = 31). IDH1/2 genotypes were determined using Sanger sequencing. A total of 3882 radiomics features were extracted. Support vector machine algorithm was used to build the radiomics signature on the training cohort. Incorporating radiomics signature and clinico-radiological risk factors, the radiomics nomogram was developed. Receiver operating characteristic (ROC) curve and area under the curve (AUC) were used to assess these models. Kaplan-Meier survival analysis and log rank test were performed to assess the prognostic value of the radiomics nomogram. RESULTS The radiomics signature was built by six selected radiomics features and yielded AUC values of 0.901 and 0.888 in the training and validation cohorts. The radiomics nomogram based on the radiomics signature and age performed better than the clinico-radiological model (training cohort, AUC = 0.913 and 0.817; validation cohort, AUC = 0.900 and 0.804). Additionally, the survival analysis showed that prognostic values of the radiomics nomogram and IDH genotype were similar (log rank test, p < 0.001; C-index = 0.762 and 0.687; z-score test, p = 0.062). CONCLUSIONS The radiomics nomogram might be a useful supporting tool for the preoperative prediction of IDH genotype for astrocytoma, which could aid pretreatment decision-making. KEY POINTS • The radiomics signature based on multiparametric and multiregional MRI images could predict IDH genotype of Grades II-IV astrocytomas. • The radiomics nomogram performed better than the clinico-radiological model, and it might be an easy-to-use supporting tool for IDH genotype prediction. • The prognostic value of the radiomics nomogram was similar with that of the IDH genotype, which might contribute to prognosis evaluating.
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Comparing the value of DKI and DTI in detecting isocitrate dehydrogenase genotype of astrocytomas. Clin Radiol 2019; 74:314-320. [PMID: 30771996 DOI: 10.1016/j.crad.2018.12.004] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2018] [Accepted: 12/06/2018] [Indexed: 12/18/2022]
Abstract
AIM To compare the value of diffusion kurtosis imaging (DKI) and diffusion tensor imaging (DTI) in evaluating astrocytomas with an isocitrate dehydrogenase (IDH) genotype. MATERIALS AND METHODS Fifty-eight astrocytomas were divided into IDH-wild-type (IDH-W) and IDH-mutant (IDH-M) groups, in all astrocytomas, low-grade astrocytomas (LGA) and high-grade astrocytomas (HGA), respectively. The DKI (mean kurtosis [MK], radial kurtosis [Kr], axial kurtosis [Ka]), and DTI (fractional anisotropy [FA], mean diffusivity [MD]) values were measured. The differences of parameter values between the IDH-W and IDH-M groups were compared by t-test. Receiver operating characteristic (ROC) curves were used to identify the best parameter and z-score tests were used to compare the performance between DKI and DTI. RESULTS In all astrocytomas, MK, Ka, and Kr values were significantly higher (p<0.001, p=0.002, and p<0.001), and the MD value (p=0.005) was lower in the IDH-W group than those in the IDH-M group. The areas under the ROC curve (AUC) of MK (0.811) and Kr (0.800) were significantly higher than that of MD (0.704). In LGA, MK, Ka, and Kr values were also significantly higher in the IDH-W group than those in the IDH-M group (p=0.002, p=0.008, p=0.006), whereas MD and FA values showed no differences. In HGA, MK and Kr values were significantly higher (p=0.008, p=0.003), and the MD value (p=0.031) was significantly lower in the IDH-W group than that in the IDH-M group, the AUC of MK (0.750) and Kr (0.788) were also higher than MD (0.637; p=0.032, p=0.025). CONCLUSION DKI may be a new imaging biomarker for evaluating the IDH genotype of astrocytomas, which is more accurate and stable than DTI.
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McTyre E, Lucas JT, Helis C, Farris M, Soike M, Mott R, Laxton AW, Tatter SB, Lesser GJ, Strowd RE, Lo HW, Debinski W, Chan MD. Outcomes for Anaplastic Glioma Treated With Radiation Therapy With or Without Concurrent Temozolomide. Am J Clin Oncol 2018; 41:813-819. [PMID: 28301347 PMCID: PMC11668142 DOI: 10.1097/coc.0000000000000380] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
OBJECTIVES Postoperative management of anaplastic glioma remains without a clear standard of care-in this study we report outcomes for patients treated with radiotherapy (RT) with and without temozolomide (TMZ). MATERIALS AND METHODS We identified 71 consecutive patients with World Health Organization grade III glioma treated with either RT alone or with concurrent TMZ (RT+TMZ), between 2000 and 2013. Tumor histology was anaplastic astrocytoma in 42 patients, anaplastic oligodendroglioma in 25 patients, and anaplastic oligoastrocytoma in 4 patients. In total, 26 patients received RT and 45 received RT+TMZ. Adjuvant TMZ was administered to 12/26 (46.1%) patients who received RT and 42/45 (93.3%) patients who received RT+TMZ. Time-to-event endpoints included progression-free survival (PFS) and overall survival (OS). RESULTS Kaplan-Meier estimates revealed that patients receiving RT+TMZ followed by adjuvant TMZ had improved PFS (P=0.04) and OS (P=0.02) as compared with those receiving RT followed by adjuvant TMZ. Cox proportional hazards multivariate analysis revealed improved PFS and OS with RT+TMZ for all patients (PFS: hazard ratio [HR]=0.42, P=0.02; OS: HR=0.41, P=0.03) and for anaplastic astrocytoma patients (PFS: HR=0.35, P=0.03; OS: HR=0.26, P=0.01), regardless of whether patients received further adjuvant TMZ. CONCLUSIONS These findings support the use of RT+TMZ in the postoperative management of grade III glioma, and suggest that there is a benefit to concurrent RT+TMZ that is independent of adjuvant monthly TMZ. Further investigation is warranted, both to prospectively validate the benefit of RT+TMZ, as well as to determine if an additional benefit truly exists for adjuvant TMZ following concurrent RT+TMZ.
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Affiliation(s)
- Emory McTyre
- Department of Radiation Oncology, Wake Forest School of Medicine, Winston-Salem, NC
| | - John T. Lucas
- Department of Radiation Oncology, Wake Forest School of Medicine, Winston-Salem, NC
| | - Corbin Helis
- Department of Radiation Oncology, Wake Forest School of Medicine, Winston-Salem, NC
| | - Michael Farris
- Department of Radiation Oncology, Wake Forest School of Medicine, Winston-Salem, NC
| | - Michael Soike
- Department of Radiation Oncology, Wake Forest School of Medicine, Winston-Salem, NC
| | - Ryan Mott
- Department of Pathology, Wake Forest School of Medicine, Winston-Salem, NC
- Department of Brain Tumor Center of Excellence, Wake Forest School of Medicine, Winston-Salem, NC
| | - Adrian W. Laxton
- Department of Neurosurgery, Wake Forest School of Medicine, Winston-Salem, NC
- Department of Brain Tumor Center of Excellence, Wake Forest School of Medicine, Winston-Salem, NC
| | - Stephen B. Tatter
- Department of Neurosurgery, Wake Forest School of Medicine, Winston-Salem, NC
- Department of Brain Tumor Center of Excellence, Wake Forest School of Medicine, Winston-Salem, NC
| | - Glenn J. Lesser
- Department of Internal Medicine, Section on Hematology and Oncology, Wake Forest School of Medicine, Winston-Salem, NC
- Department of Brain Tumor Center of Excellence, Wake Forest School of Medicine, Winston-Salem, NC
| | - Roy E. Strowd
- Department of Internal Medicine, Section on Hematology and Oncology, Wake Forest School of Medicine, Winston-Salem, NC
- Department of Neurology, Wake Forest School of Medicine, Winston-Salem, NC
- Department of Brain Tumor Center of Excellence, Wake Forest School of Medicine, Winston-Salem, NC
| | - Hui-Wen Lo
- Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, NC
- Department of Brain Tumor Center of Excellence, Wake Forest School of Medicine, Winston-Salem, NC
| | - Waldemar Debinski
- Department of Neurology, Wake Forest School of Medicine, Winston-Salem, NC
- Department of Brain Tumor Center of Excellence, Wake Forest School of Medicine, Winston-Salem, NC
| | - Michael D. Chan
- Department of Radiation Oncology, Wake Forest School of Medicine, Winston-Salem, NC
- Department of Brain Tumor Center of Excellence, Wake Forest School of Medicine, Winston-Salem, NC
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Andronesi OC, Arrillaga-Romany IC, Ly KI, Bogner W, Ratai EM, Reitz K, Iafrate AJ, Dietrich J, Gerstner ER, Chi AS, Rosen BR, Wen PY, Cahill DP, Batchelor TT. Pharmacodynamics of mutant-IDH1 inhibitors in glioma patients probed by in vivo 3D MRS imaging of 2-hydroxyglutarate. Nat Commun 2018; 9:1474. [PMID: 29662077 PMCID: PMC5902553 DOI: 10.1038/s41467-018-03905-6] [Citation(s) in RCA: 106] [Impact Index Per Article: 15.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2017] [Accepted: 03/21/2018] [Indexed: 12/27/2022] Open
Abstract
Inhibitors of the mutant isocitrate dehydrogenase 1 (IDH1) entered recently in clinical trials for glioma treatment. Mutant IDH1 produces high levels of 2-hydroxyglurate (2HG), thought to initiate oncogenesis through epigenetic modifications of gene expression. In this study, we show the initial evidence of the pharmacodynamics of a new mutant IDH1 inhibitor in glioma patients, using non-invasive 3D MR spectroscopic imaging of 2HG. Our results from a Phase 1 clinical trial indicate a rapid decrease of 2HG levels by 70% (CI 13%, P = 0.019) after 1 week of treatment. Importantly, inhibition of mutant IDH1 may lead to the reprogramming of tumor metabolism, suggested by simultaneous changes in glutathione, glutamine, glutamate, and lactate. An inverse correlation between metabolic changes and diffusion MRI indicates an effect on the tumor-cell density. We demonstrate a feasible radiopharmacodynamics approach to support the rapid clinical translation of rationally designed drugs targeting IDH1/2 mutations for personalized and precision medicine of glioma patients.
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Affiliation(s)
- Ovidiu C Andronesi
- Department of Radiology, Massachusetts General Hospital, Athinoula A. Martinos Center for Biomedical Imaging, Harvard Medical School, Boston, MA, 02129, USA.
| | - Isabel C Arrillaga-Romany
- Department of Neurology, Massachusetts General Hospital, Stephen E. and Catherine Pappas Center for Neuro-Oncology, Division of Hematology/Oncology, Harvard Medical School, Boston, MA, 02114, USA
| | - K Ina Ly
- Department of Neurology, Massachusetts General Hospital, Stephen E. and Catherine Pappas Center for Neuro-Oncology, Division of Hematology/Oncology, Harvard Medical School, Boston, MA, 02114, USA
| | - Wolfgang Bogner
- Department of Biomedical Imaging and Image-guided Therapy, High Field MR Centre, Medical University of Vienna, Vienna, 1090, Austria
| | - Eva M Ratai
- Department of Radiology, Massachusetts General Hospital, Athinoula A. Martinos Center for Biomedical Imaging, Harvard Medical School, Boston, MA, 02129, USA
| | - Kara Reitz
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA
| | - A John Iafrate
- Department of Pathology, Massachusetts General Hospital, Center for Integrated Diagnostics, Harvard Medical School, Boston, MA, 02114, USA
| | - Jorg Dietrich
- Department of Neurology, Massachusetts General Hospital, Stephen E. and Catherine Pappas Center for Neuro-Oncology, Division of Hematology/Oncology, Harvard Medical School, Boston, MA, 02114, USA
| | - Elizabeth R Gerstner
- Department of Neurology, Massachusetts General Hospital, Stephen E. and Catherine Pappas Center for Neuro-Oncology, Division of Hematology/Oncology, Harvard Medical School, Boston, MA, 02114, USA
| | - Andrew S Chi
- Brain Tumor Center, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center and School of Medicine, New York, NY, 10016, USA
| | - Bruce R Rosen
- Department of Radiology, Massachusetts General Hospital, Athinoula A. Martinos Center for Biomedical Imaging, Harvard Medical School, Boston, MA, 02129, USA
| | - Patrick Y Wen
- Dana-Farber Cancer Institute, Boston, MA, 02284, USA
| | - Daniel P Cahill
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA
| | - Tracy T Batchelor
- Department of Neurology, Massachusetts General Hospital, Stephen E. and Catherine Pappas Center for Neuro-Oncology, Division of Hematology/Oncology, Harvard Medical School, Boston, MA, 02114, USA
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Beyond Brooding on Oncometabolic Havoc in IDH-Mutant Gliomas and AML: Current and Future Therapeutic Strategies. Cancers (Basel) 2018; 10:cancers10020049. [PMID: 29439493 PMCID: PMC5836081 DOI: 10.3390/cancers10020049] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2017] [Revised: 02/03/2018] [Accepted: 02/06/2018] [Indexed: 12/21/2022] Open
Abstract
Isocitrate dehydrogenases 1 and 2 (IDH1,2), the key Krebs cycle enzymes that generate NADPH reducing equivalents, undergo heterozygous mutations in >70% of low- to mid-grade gliomas and ~20% of acute myeloid leukemias (AMLs) and gain an unusual new activity of reducing the α-ketoglutarate (α-KG) to D-2 hydroxyglutarate (D-2HG) in a NADPH-consuming reaction. The oncometabolite D-2HG, which accumulates >35 mM, is widely accepted to drive a progressive oncogenesis besides exacerbating the already increased oxidative stress in these cancers. More importantly, D-2HG competes with α-KG and inhibits a large number of α-KG-dependent dioxygenases such as TET (Ten-eleven translocation), JmjC domain-containing KDMs (histone lysine demethylases), and the ALKBH DNA repair proteins that ultimately lead to hypermethylation of the CpG islands in the genome. The resulting CpG Island Methylator Phenotype (CIMP) accounts for major gene expression changes including the silencing of the MGMT (O6-methylguanine DNA methyltransferase) repair protein in gliomas. Glioma patients with IDH1 mutations also show better therapeutic responses and longer survival, the reasons for which are yet unclear. There has been a great surge in drug discovery for curtailing the mutant IDH activities, and arresting tumor proliferation; however, given the unique and chronic metabolic effects of D-2HG, the promise of these compounds for glioma treatment is uncertain. This comprehensive review discusses the biology, current drug design and opportunities for improved therapies through exploitable synthetic lethality pathways, and an intriguing oncometabolite-inspired strategy for primary glioblastoma.
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Kataria T, Basu T, Gupta D, Goyal S, Nasreen S, Bisht SS, Abhishek A, Banerjee S, Narang K, Jha AN, Mohapatra I, Modi JA. Modulated Radiotherapy with Concurrent and Adjuvant Temozolomide for Anaplastic Gliomas: Indian Single-center Data. Indian J Med Paediatr Oncol 2018; 38:495-501. [PMID: 29333019 PMCID: PMC5759071 DOI: 10.4103/ijmpo.ijmpo_200_16] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
Objective: To evaluate early clinical outcome for anaplastic gliomas (AG) treated in the era of modulated radiotherapy (RT) and concurrent plus adjuvant temozolomide (TMZ) in an Indian setting. Materials and Methods: Fifty-three patients with AGs treated with modulated RT and concurrent (95%) and adjuvant TMZ (90%) were analyzed. About 80% of patients had Karnofsky performance status (KPS) at least 90 with 30% seizure at presentation. Postoperative magnetic resonance imaging was available in 65% cases and RT dose was 60 Gy in 30 fractions. First posttreatment imaging was performed at 1 month and then at 3 and 6 months post-RT and then every 3 months. Kaplan–Meier analysis was used to estimate disease-free survival (DFS) and overall survival (OS), and analysis was done using SPSS version 18.0. Results: With median follow-up of 25 months, 2-year DFS and OS were 75% and 88%. There were only 5% symptomatic central nerves system and 8% symptomatic hematological toxicities. At the 1st evaluation, 30.4% had complete response (CR), at 3 months 40%, and at 6 months 43%. At 6 months, only 4% had progressive disease. Forty-six patients were evaluable till the last follow-up with and 55% had stable to CR. On univariate analysis for DFS, KPS at presentation >90 (P = 0.001) and response at 6 months (P = 0.02) were significant and for OS KPS at presentation (P = 0.004) alone. Conclusion: Modulated RT with TMZ among Grade III glioma patients resulted in minimum treatment-related toxicities and encouraging survival. Molecular prognostic markers will determine most favorable groups in future.
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Affiliation(s)
- Tejinder Kataria
- Division of Radiation Oncology, Medanta The Medicity, Gurgaon, Haryana, India
| | - Trinanjan Basu
- Division of Radiation Oncology, Medanta The Medicity, Gurgaon, Haryana, India
| | - Deepak Gupta
- Division of Radiation Oncology, Medanta The Medicity, Gurgaon, Haryana, India
| | - Shikha Goyal
- Division of Radiation Oncology, Medanta The Medicity, Gurgaon, Haryana, India
| | - Shahida Nasreen
- Division of Radiation Oncology, Medanta The Medicity, Gurgaon, Haryana, India
| | - Shyam S Bisht
- Division of Radiation Oncology, Medanta The Medicity, Gurgaon, Haryana, India
| | - Ashu Abhishek
- Division of Radiation Oncology, Medanta The Medicity, Gurgaon, Haryana, India
| | - Susovan Banerjee
- Division of Radiation Oncology, Medanta The Medicity, Gurgaon, Haryana, India
| | - Kushal Narang
- Division of Radiation Oncology, Medanta The Medicity, Gurgaon, Haryana, India
| | - Ajaya N Jha
- Division of Neurosurgery, Medanta The Medicity, Gurgaon, Haryana, India
| | - Ishani Mohapatra
- Department of Pathology, Medanta The Medicity, Gurgaon, Haryana, India
| | - Jayesh A Modi
- Department of Radiology and Imaging, Medanta The Medicity, Gurgaon, Haryana, India
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Wu J, Zou T, Bai HX, Li X, Zhang Z, Xiao B, Nasrallah M, Karakousis G, Cao Y, Zhang PJ, Yang L. Comparison of chemoradiotherapy with radiotherapy alone for "biopsy only" anaplastic astrocytoma. Oncotarget 2017; 8:69038-69046. [PMID: 28978179 PMCID: PMC5620319 DOI: 10.18632/oncotarget.17441] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2016] [Accepted: 03/17/2017] [Indexed: 12/23/2022] Open
Abstract
Background It has become increasingly common to incorporate adjuvant chemotherapy with radiotherapy in the treatment of resected anaplastic astrocytoma based on results from recent phase II/III randomized trials. However, whether or not combined chemoradiotherapy is associated with improved survival outcome in patients who undergo “biopsy only” is less clear. Methods The US National Cancer Database was used to identify patients with histologically confirmed, biopsy-only anaplastic astrocytoma who received either radiotherapy alone or combined chemoradiotherapy from 2006 through 2014. Results In total, 1896 patients with biopsy-only anaplastic astrocytoma were included, among whom 363 (19.1%) received radiotherapy alone and 1533 (80.9%) received combined chemoradiotherapy. The median age at diagnosis was 60 years. Combined chemoradiotherapy was associated with a significant survival benefit when compared with radiotherapy alone on univariable analysis (median, 13.2 versus 5.6 months; hazard ratio [HR], 0.57; 95% confidence interval [CI], 0.50-0.65; p < 0.001) and on multivariable analysis (HR, 0.62; 95% CI, 0.55-0.71; p < 0.001). A significant survival benefit for combined chemoradiotherapy persisted in a propensity score-matched analysis (HR, 0.67; 95% CI, 0.56-0.78; p<0.001). Conclusions Our results suggest that combined chemoradiotherapy may be associated with significantly improved survival over radiotherapy alone in patients with anaplastic astrocytoma who undergo biopsy only.
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Affiliation(s)
- Jing Wu
- Department of Neurology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China.,Department of Neurology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Ting Zou
- Department of Neurology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Harrison Xiao Bai
- Department of Radiology, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Xuejun Li
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Zishu Zhang
- Department of Radiology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Bo Xiao
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - MacLean Nasrallah
- Department of Pathology and Laboratory Medicine, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Giorgos Karakousis
- Department of Surgery, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Ya Cao
- Cancer Research Institute, School of Basic Medicine, Central South University, Changsha, Hunan, China
| | - Paul J Zhang
- Department of Pathology and Laboratory Medicine, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Li Yang
- Department of Neurology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
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A phase II trial of arsenic trioxide and temozolomide in combination with radiation therapy for patients with malignant gliomas. J Neurooncol 2017; 133:589-594. [PMID: 28510787 DOI: 10.1007/s11060-017-2469-x] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2016] [Accepted: 05/06/2017] [Indexed: 10/19/2022]
Abstract
Standard treatment for GBM is radiation (RT) and temozolomide (TMZ). Arsenic trioxide (ATO) is synergistic with RT based on several mechanisms of action previously identified, however not tested herein. The MTD of ATO, RT and TMZ was determined in a Phase I trial. We now present the combined Phase I/II data. Patients with newly diagnosed malignant gliomas were eligible for treatment. Patients were treated with RT (60 GY), TMZ (75 mg/m2 daily × 42 days) and ATO 0.20 mg/kg daily in week 1 then twice a week ×5 weeks, after completing RT they were treated with TMZ 5/28 for up to 12 months. MRIs were performed every 8 weeks. A total of 42 patients were enrolled in both the Phase I and II trials for this study treatment. Of the 42 enrolled patients (24 M and 18 W) the median age was 54 (24-80) and median KPS 90 (60-100). 28 patients had a GBM and 14 had anaplastic glioma (AG). All patients completed RT/TMZ/ATO and went on to maintenance TMZ. Median number of post RT cycles of TMZ was 4 (0-12). Median PFS was 7 m for GBM and 75 m for AG and median OS was 17 m for GBM and NR for AG. Best response was CR in 2, SD in 28, PR in 5 and PD in 7. There were no unexpected adverse events. Grade 3 toxicities likely attributable to ATO included prolonged Qtc (n = 1), elevated liver enzymes (n = 2 for ALT/n = 1 for AST) and elevated bilirubin (n = 1). Adding ATO to RT and TMZ is feasible with no increased side effects. The addition of arsenic did not improve overall survival in the GBM patients as compared to historic data. MGMT status was analyzed in 20 of the 42 patients where tissue was available for retrieval and MGMT testing.
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Abstract
Diffuse WHO grade II gliomas are histologically and genetically heterogeneous. The 2016 WHO classification redefines grade II gliomas with respect to morphological and molecular tumour alterations: grade II oligodendrogliomas are defined by the presence of whole-arm codeletion in chromosomal arms 1p/19q, whereas isocitrate dehydrogenase (IDH) mutations define subclasses of astrocytoma. Although histological grade remains useful, the prognoses of patients with glioma are more tightly associated with molecular alterations than with grade, and chromosomal and gene array technologies are becoming increasingly beneficial in understanding tumour genetic heterogeneity. The indolent nature of the disease often creates subtle neurological symptoms that can be overlooked or misunderstood, resulting in delayed diagnosis. Seizures often herald the diagnosis, especially in patients who have IDH mutations, which are associated with an increased production of 2-hydroxyglutarate. Treatment paradigms have shifted, owing to new diagnostic criteria and new clinical trial evidence. Patients benefit more from chemoradiation than radiation alone, especially those with tumour IDH1 Arg132His mutations; gross total resection of the tumour, including tumours with IDH mutations, is associated with prolonged survival. Initial observation remains appropriate in patients whose rate of disease growth is not yet completely defined; such patients could include those with completely resected disease and those with 1p/19q codeleted tumours.
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Grau SJ, Hampl JA, Kohl AC, Timmer M, Duval IV, Blau T, Ruge MI, Goldbrunner RH. Impact of Resection on Survival of Isocitrate Dehydrogenase 1-Mutated World Health Organization Grade II Astrocytoma After Malignant Progression. World Neurosurg 2017; 103:180-185. [PMID: 28377251 DOI: 10.1016/j.wneu.2017.03.123] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2017] [Revised: 03/23/2017] [Accepted: 03/25/2017] [Indexed: 10/19/2022]
Abstract
OBJECTIVE To evaluate the impact of surgical resection and adjuvant treatment on the course of patients after malignant progression of previously treated isocitrate dehydrogenase 1 (IDH1)-mutated World Health Organization (WHO) grade II astrocytoma. METHODS This retrospective study explored 56 patients undergoing tumor resection for malignant progression after previously treated IDH1-mutated WHO grade II astrocytoma. We analyzed survival after malignant progression, analyzed overall survival (OS), and identified prognostic factors using Kaplan-Meier estimates and log-rank test. RESULTS By the time of malignant transformation, median age was 44 years, and median Karnofsky Performance Status (KPS) score was 90. Complete resection of contrast-enhancing tissue was achieved in 18 (32.1%) patients. Median survival after re-resection was 33 months (95% confidence interval [CI], 20-46); median OS was 123 months (95% CI, 77-170). Gross total tumor resection, postoperative KPS score ≥80, adjuvant radiochemotherapy, and prior radiotherapy significantly correlated with post-malignant progression survival. CONCLUSIONS Patients in good clinical condition with malignant progression of previously treated low-grade gliomas should receive aggressive treatment, including re-resection.
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Affiliation(s)
- Stefan J Grau
- Department of Neurosurgery, University of Cologne, Cologne, Germany.
| | - Juergen A Hampl
- Department of Neurosurgery, University of Cologne, Cologne, Germany
| | - Ann-Cathrin Kohl
- Department of Neurosurgery, University of Cologne, Cologne, Germany
| | - Marco Timmer
- Department of Neurosurgery, University of Cologne, Cologne, Germany
| | - Inga V Duval
- Department of Neurosurgery, University of Cologne, Cologne, Germany
| | - Tobias Blau
- Department of Neuropathology, University of Cologne, Cologne, Germany
| | - Maximilian I Ruge
- Department of Stereotaxy and Functional Neurosurgery, University of Cologne, Cologne, Germany
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Influence of insurance status and income in anaplastic astrocytoma: an analysis of 4325 patients. J Neurooncol 2016; 132:89-98. [PMID: 27864706 DOI: 10.1007/s11060-016-2339-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2016] [Accepted: 11/12/2016] [Indexed: 10/20/2022]
Abstract
To determine the impact of insurance status and income for anaplastic astrocytoma (AA). Data were extracted from the National Cancer Data Base. Chi square test, Kaplan-Meier method, and Cox regression models were employed in SPSS 22.0 (Armonk, NY: IBM Corp.) for data analyses. 4325 patients with AA diagnosed from 2004 to 2013 were identified. 2781 (64.3%) had private insurance, 925 (21.4%) Medicare, 396 (9.2%) Medicaid, and 223 (5.2%) were uninsured. Those uninsured were more likely to be Black or Hispanic versus White or Asian (p < 0.001), have lower median income (p < 0.001), less educated (p < 0.001), and not receive adjuvant chemoradiation (p < 0.001). 1651 (38.2%) had income ≥$63,000, 1204 (27.8%) $48,000-$62,999, 889 (20.5%) $38,000-$47,999, and 581 (13.4%) had income <$38,000. Those with lower income were more likely to be Black or Hispanic versus White or Asian (p < 0.001), uninsured (p < 0.001), reside in a rural area (p < 0.001), less educated (p < 0.001), and not receive adjuvant chemoradiation (p < 0.001). Those with private insurance had significantly higher overall survival (OS) than those uninsured, on Medicaid, or on Medicare (p < 0.001). Those with income ≥$63,000 had significantly higher OS than those with lower income (p < 0.001). On multivariate analysis, age, insurance status, income, and adjuvant therapy were independent prognostic factors for OS. Being uninsured and having income <$38,000 were independent prognostic factors for worse OS in AA. Further investigations are warranted to help determine ways to ensure adequate medical care for those who may be socially disadvantaged so that outcome can be maximized for all patients regardless of socioeconomic status.
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Shin JY, Diaz AZ. Anaplastic astrocytoma: prognostic factors and survival in 4807 patients with emphasis on receipt and impact of adjuvant therapy. J Neurooncol 2016; 129:557-565. [PMID: 27401155 DOI: 10.1007/s11060-016-2210-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2016] [Accepted: 07/05/2016] [Indexed: 12/23/2022]
Abstract
To determine the receipt and impact of adjuvant therapy on overall survival (OS) for anaplastic astrocytoma (AA). Data were extracted from the National Cancer Data Base (NCDB). Chi square test, Kaplan-Meier method, and Cox regression models were employed in SPSS 22.0 (Armonk, NY: IBM Corp.) for data analyses. 4807 patients with AA diagnosed from 2004 to 2013 who underwent surgery were identified. 3243 (67.5 %) received adjuvant chemoRT, 525 (10.9 %) adjuvant radiotherapy (RT) alone, 176 (3.7 %) adjuvant chemotherapy alone and 863 (18.0 %) received no adjuvant therapy. Patients were more likely to receive adjuvant chemoRT if they were diagnosed in 2009-2013 (p = 0.022), were ≤ 50 years (p < 0.001), were male (p = 0.043), were Asian or White race (p < 0.001), had private insurance (p < 0.001), had income ≥$38,000 (p < 0.001), or underwent total resection (p < 0.003). Those who received adjuvant chemoRT had significantly better 5-year OS than the other adjuvant treatment types (41.8 % vs. 31.2 % vs. 29.8 % vs. 27.4 %, p < 0.001). This significant 5-year OS benefit was also observed regardless of age at diagnosis. Of those undergoing adjuvant chemoRT, those receiving ≥59.4 Gy had significantly better 5-year OS than those receiving <59.4 Gy (44.4 % vs. 25.9 %, p < 0.001). There was no significant difference in OS when comparing 59.4 Gy to higher RT doses. On multivariate analysis, receipt of adjuvant chemoRT, age at diagnosis, extent of disease, and insurance status were independent prognostic factors for OS. Adjuvant chemoRT is an independent prognostic factor for improved OS in AA and concomitant chemoRT should be considered for all clinically suitable patients who have undergone surgery for the disease.
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Affiliation(s)
- Jacob Y Shin
- Department of Radiation Oncology, Rush University Medical Center, 500 S. Paulina St., Chicago, IL, 60612, USA.
| | - Aidnag Z Diaz
- Department of Radiation Oncology, Rush University Medical Center, 500 S. Paulina St., Chicago, IL, 60612, USA
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Abstract
Background IDH (Isocitrate dehydrogenase) mutations occur frequently in gliomas, but their prognostic impact has not been fully assessed. We performed a meta-analysis of the association between IDH mutations and survival in gliomas. Methods Pubmed and EMBASE databases were searched for studies reporting IDH mutations (IHD1/2 and IDH1) and survival in gliomas. The primary outcome was overall survival (OS); the secondary outcome was progression-free survival (PFS). Hazard ratios (HR) with 95% confidence interval (CI) were determined using the Mantel-Haenszel random-effect modeling. Funnel plot and Egger's test were conducted to examine the risk of publication bias. Results Fifty-five studies (9487 patients) were included in the analysis. Fifty-four and twenty-seven studies investigated the association between IDH1/2 mutations and OS/PFS respectively in patients with glioma. The results showed that patients possessing an IDH1/2 mutation had significant advantages in OS (HR = 0.39, 95%CI: 0.34–0.45; P < 0.001) and PFS (HR = 0.42, 95% CI: 0.35–0.51; P < 0.001). Subgroup analysis showed a consistent result with pooled analysis, and patients with glioma of WHO grade III or II-III had better outcomes. Conclusions These findings provide further indication that patients with glioma harboring IDH mutations have improved OS and PFS, especially for patients with WHO grade III and grade II-III.
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Strowd RE, Abuali I, Ye X, Lu Y, Grossman SA. The role of temozolomide in the management of patients with newly diagnosed anaplastic astrocytoma: a comparison of survival in the era prior to and following the availability of temozolomide. J Neurooncol 2016; 127:165-71. [PMID: 26729269 DOI: 10.1007/s11060-015-2028-2] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2015] [Accepted: 12/25/2015] [Indexed: 02/05/2023]
Abstract
Adding temozolomide (TMZ) to radiation for patients with newly-diagnosed anaplastic astrocytomas (AAs) is common clinical practice despite the lack of prospective studies demonstrating a survival advantage. Two retrospective studies, each with methodologic limitations, provide conflicting advice regarding treatment. This single-institution retrospective study was conducted to determine survival trends in patients with AA. All patients ≥18 years with newly-diagnosed AA treated at Johns Hopkins from 1995 to 2012 were included. As we incorporated TMZ into high-grade glioma treatment regimens in 2004, patients were divided into pre-2004 and post-2004 groups for analysis. Clinical, radiographic, and pathologic data were collected. Median overall survival (OS) was calculated using Kaplan-Meier estimates. A total of 196 patients were identified; 74 pre-2004 and 122 post-2004; mean age 47 ± 15 years; 57 % male; 87 % white, 69 % surgical debulking. Mean RT dose 5676 + 746 cGy; duration of concurrent chemoradiation 5.8 ± 0.8 weeks; and mean adjuvant chemotherapy 4.3 + 2.8 cycles. Baseline prognostic factors did not differ between groups. Chemotherapy was administered to 12 % of patients pre-2004 (TMZ = 1, procarbazine, lomustine and vincristine = 2, carmustine wafer = 6) and 94 % post-2004 (TMZ in all, p < 0.001). Median OS was 32 months (95 % CI 23-43). Survival was longer in the post-2004 cohort (37 mo, 24-64) than pre-2004 (27 mo, 19-40; HR 0.75, 0.53-1.06, p = 0.11). Multivariate analysis controlling for age, Karnofsky performance status, and extent of resection revealed a 36 % reduced risk of death (HR 0.64, 0.44-0.91, p = 0.015) in patients treated post-2004. This retrospective review found survival in newly diagnosed patients with AA improved with the addition of temozolomide to standard radiation. Until prospective randomized phase III data are available, these data support the practice of incorporating TMZ in the management of newly-diagnosed AA.
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Affiliation(s)
- Roy E Strowd
- Department of Neurology, Johns Hopkins School of Medicine, Cancer Research Building II, 1550 Orleans St, Baltimore, MD, 21287, USA.
| | - Inas Abuali
- Department of Internal Medicine, Saint Agnes Hospital, Baltimore, MD, 21287, USA
| | - Xiaobu Ye
- Department of Neurosurgery, Johns Hopkins School of Medicine, Baltimore, MD, 21287, USA
| | - Yao Lu
- Department of Neurosurgery, Johns Hopkins School of Medicine, Baltimore, MD, 21287, USA
| | - Stuart A Grossman
- Department of Oncology, Johns Hopkins School of Medicine, Baltimore, MD, 21287, USA
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Ichimura K, Narita Y, Hawkins CE. Diffusely infiltrating astrocytomas: pathology, molecular mechanisms and markers. Acta Neuropathol 2015; 129:789-808. [PMID: 25975377 DOI: 10.1007/s00401-015-1439-7] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2015] [Revised: 04/26/2015] [Accepted: 04/30/2015] [Indexed: 11/28/2022]
Abstract
Diffusely infiltrating astrocytomas include diffuse astrocytomas WHO grade II and anaplastic astrocytomas WHO grade III and are classified under astrocytic tumours according to the current WHO Classification. Although the patients generally have longer survival as compared to those with glioblastoma, the timing of inevitable malignant progression ultimately determines the prognosis. Recent advances in molecular genetics have uncovered that histopathologically diagnosed astrocytomas may consist of two genetically different groups of tumours. The majority of diffusely infiltrating astrocytomas regardless of WHO grade have concurrent mutations of IDH1 or IDH2, TP53 and ATRX. Among these astrocytomas, no other genetic markers that may distinguish grade II and grade III tumours have been identified. Those astrocytomas without IDH mutation tend to have a distinct genotype and a poor prognosis comparable to that of glioblastomas. On the other hand, diffuse astrocytomas that arise in children do not harbour IDH/TP53 mutations, but instead display mutations of BRAF or structural alterations involving MYB/MYBL1 or FGFR1. A molecular classification may thus help delineate diffusely infiltrating astrocytomas into distinct pathogenic and prognostic groups, which could aid in determining individualised therapeutic strategies.
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Affiliation(s)
- Koichi Ichimura
- Division of Brain Tumor Translational Research, National Cancer Center Research Institute, 5-1-1 Tsukiji, Chuo-Ku, Tokyo, 104-0045, Japan,
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Adjuvant temozolomide-based chemoradiotherapy versus radiotherapy alone in patients with WHO III astrocytoma: The Mainz experience. Strahlenther Onkol 2015; 191:665-71. [PMID: 26025143 DOI: 10.1007/s00066-015-0855-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2015] [Accepted: 05/08/2015] [Indexed: 10/23/2022]
Abstract
BACKGROUND It is currently unclear whether adjuvant therapy for WHO grade III anaplastic astrocytomas (AA) should be carried out as combined chemoradiotherapy with temozolomide (TMZ)--analogous to the approach for glioblastoma multiforme--or as radiotherapy (RT) alone. PATIENTS AND METHODS A retrospective analysis of data from 90 patients with AA, who were treated between November 1997 and February 2014. Assessment of overall (OS) and progression-free survival (PFS) was performed according to treatment categories: (1) 50%, RT + TMZ according to protocol, (2) 11%, RT + TMZ with dose reduction, (3) 26%, RT alone, and (4) 13%, individualized, primarily palliative therapy. No dose reduction was necessary in the RT alone group. RESULTS Median OS was 85, 69, and 43 months for treatment categories 1/2, 3, and 4, respectively. These differences were not statistically significant. PFS was 35, 29, 48, and 33 months for categories 1, 2, 3, and 4, respectively; again without significant differences between categories. In a subgroup of 39 patients with known IDH1 R132H status, the presence of this mutation correlated with significantly longer OS (p = 0.01) and PFS (p = 0.002). Complete or partial tumor resection and younger age also correlated with a significantly better prognosis, and this influence persisted in multivariate analysis. In the IDH1 R132H subgroup analysis, only this marker retained an independent prognostic value. DISCUSSION AND CONCLUSION A general superiority of combined chemoradiotherapy compared to RT alone could not be demonstrated. Biomarkers for predicting the benefits of combination therapy using RT and TMZ are needed for patients with AA.
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Evaluation of RANO response criteria compared to clinician evaluation in WHO grade III anaplastic astrocytoma: implications for clinical trial reporting and patterns of failure. J Neurooncol 2015; 122:197-203. [PMID: 25577400 DOI: 10.1007/s11060-014-1703-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2014] [Accepted: 12/20/2014] [Indexed: 10/24/2022]
Abstract
The utility of current response criteria has not been established in anaplastic astrocytoma (AA). We retrospectively reviewed MR images for 20 patients with AA and compared RANO-based approaches to clinician impression described as follow: (1) standard RANO-based criteria met by growth of or development of new enhancing lesion (RANO-C), (2) RANO criteria for progression based on significant FLAIR increase (RANO-F) and (3) clinical progression usually resulting in change of treatment (Clinical). Patterns of failure (POF) were analyzed utilizing all proposed progression MRIs fused with the patients' radiotherapy treatment plan. With an overall median survival of 24.3 months, development of new enhancing lesion was the most common determinant of progression (70 % of patients). Median time to RANO-C, RANO-F and Clinical progression was 9.2, 9.2 and 11.76 months respectively. RANO-C and RANO-F preceded Clinical in 70 and 55 % of patients, respectively. In six patients (30 %) Clinical was concurrent with RANO-F; four of six also met RANO-C. POF for FLAIR component differed based on time point used to determine progression. FLAIR POF was more often marginal or distant when progression was defined clinically compared to either RANO-C or RANO-F criteria. Central POF based on FLAIR at Clinical determination of progression was associated with significantly poorer OS (9.8 vs. 34.4 months). Clinical progression occurs later than progression determined by RANO-based criteria. Evaluation of POF based on FLAIR signal abnormality at the time of clinical progression suggests central recurrences are associated with worse survival.
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