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1.
J Neurooncol ; 2024 Jun 29.
Article in English | MEDLINE | ID: mdl-38949692

ABSTRACT

BACKGROUND: Tumor Treating Fields (TTFields) are alternating electric fields that disrupt cancer cell processes. TTFields therapy is approved for recurrent glioblastoma (rGBM), and newly-diagnosed (nd) GBM (with concomitant temozolomide for ndGBM; US), and for grade IV glioma (EU). We present an updated global, post-marketing surveillance safety analysis of patients with CNS malignancies treated with TTFields therapy. METHODS: Safety data were collected from routine post-marketing activities for patients in North America, Europe, Israel, and Japan (October 2011-October 2022). Adverse events (AEs) were stratified by age, sex, and diagnosis. RESULTS: Overall, 25,898 patients were included (diagnoses: ndGBM [68%], rGBM [26%], anaplastic astrocytoma/oligodendroglioma [4%], other CNS malignancies [2%]). Median (range) age was 59 (3-103) years; 66% patients were male. Most (69%) patients were 18-65 years; 0.4% were < 18 years; 30% were > 65 years. All-cause and TTFields-related AEs occurred in 18,798 (73%) and 14,599 (56%) patients, respectively. Most common treatment-related AEs were beneath-array skin reactions (43%), electric sensation (tingling; 14%), and heat sensation (warmth; 12%). Treatment-related skin reactions were comparable in pediatric (39%), adult (42%), and elderly (45%) groups, and in males (41%) and females (46%); and similar across diagnostic subgroups (ndGBM, 46%; rGBM, 34%; anaplastic astrocytoma/oligodendroglioma, 42%; other, 40%). No TTFields-related systemic AEs were reported. CONCLUSIONS: This long-term, real-world analysis of > 25,000 patients demonstrated good tolerability of TTFields in patients with CNS malignancies. Most therapy-related AEs were manageable localized, non-serious skin events. The TTFields therapy safety profile remained consistent across subgroups (age, sex, and diagnosis), indicative of its broad applicability.

2.
J Natl Compr Canc Netw ; 21(1): 12-20, 2023 01.
Article in English | MEDLINE | ID: mdl-36634606

ABSTRACT

The NCCN Guidelines for Central Nervous System (CNS) Cancers focus on management of the following adult CNS cancers: glioma (WHO grade 1, WHO grade 2-3 oligodendroglioma [1p19q codeleted, IDH-mutant], WHO grade 2-4 IDH-mutant astrocytoma, WHO grade 4 glioblastoma), intracranial and spinal ependymomas, medulloblastoma, limited and extensive brain metastases, leptomeningeal metastases, non-AIDS-related primary CNS lymphomas, metastatic spine tumors, meningiomas, and primary spinal cord tumors. The information contained in the algorithms and principles of management sections in the NCCN Guidelines for CNS Cancers are designed to help clinicians navigate through the complex management of patients with CNS tumors. Several important principles guide surgical management and treatment with radiotherapy and systemic therapy for adults with brain tumors. The NCCN CNS Cancers Panel meets at least annually to review comments from reviewers within their institutions, examine relevant new data from publications and abstracts, and reevaluate and update their recommendations. These NCCN Guidelines Insights summarize the panel's most recent recommendations regarding molecular profiling of gliomas.


Subject(s)
Brain Neoplasms , Central Nervous System Neoplasms , Adult , Humans , Central Nervous System Neoplasms/diagnosis , Central Nervous System Neoplasms/therapy , Brain Neoplasms/diagnosis , Brain Neoplasms/genetics , Brain Neoplasms/therapy , Central Nervous System , Mutation
3.
Semin Neurol ; 42(6): 752-757, 2022 12.
Article in English | MEDLINE | ID: mdl-36417993

ABSTRACT

Neuro-oncology encompasses a broad field focusing on an array of neoplasms, many of which can mimic several diseases. Neurologists will often be involved in the initial diagnostic evaluation and management of these patients. Their insight is central to optimizing the diagnostic yield and providing high-level clinical care. Several neuro-oncologic cases are reviewed with a goal of increasing the understanding of these diseases in a clinically relevant manner and providing updates on the contemporary thinking in the subspecialty.


Subject(s)
Brain Neoplasms , Neurology , Humans , Brain Neoplasms/diagnosis , Brain Neoplasms/therapy , Medical Oncology , Neurologists
4.
Curr Treat Options Oncol ; 23(1): 117-136, 2022 Jan.
Article in English | MEDLINE | ID: mdl-35182298

ABSTRACT

OPINION STATEMENT: Primary central nervous system lymphomas (PCNSLs) are very rare neoplasms and continue to be challenging to treat. While high-dose methotrexate (HD-MTX)-based regimens are the currently accepted standard first-line therapy for newly diagnosed patients, the optimal induction therapies are still unknown. The role of consolidation therapies continues to evolve with a variety of chemotherapy regimens, including high-dose chemotherapy with stem cell rescue and reduced or deferred whole brain radiotherapy being used. Importantly, several recent advances have been made in the treatment of PCNSL. The incorporation of targeted therapy and immune therapy remain promising strategies. Several agents, successfully used in treatment of systemic lymphomas, have shown activity in PCNSL, frequently leading to durable responses in the relapsed/refractory patients. Many ongoing studies will likely lead to a better understanding of the roles of these treatments, especially as the first line and potentially also as maintenance. In addition, the use of molecular profiling to predict disease response to targeted agents and understand relapse patterns will become increasingly important. Clinical trials in PCNSL are critical yet frequently challenging to conduct given the rarity of the condition and lack of suitable subjects. Therefore, multi-institutional and international collaboration is of utmost importance to accelerate progress in understanding the biology and design better treatments for this disease. It is critical to consider patients of all demographics in the design and study of future treatment algorithms to have the largest impact on patient care and outcomes.


Subject(s)
Central Nervous System Neoplasms , Lymphoma, Non-Hodgkin , Lymphoma , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Central Nervous System/pathology , Central Nervous System Neoplasms/diagnosis , Central Nervous System Neoplasms/etiology , Central Nervous System Neoplasms/therapy , Humans , Lymphoma/diagnosis , Lymphoma/etiology , Lymphoma/therapy , Lymphoma, Non-Hodgkin/drug therapy , Methotrexate/therapeutic use , Neoplasm Recurrence, Local/drug therapy
5.
Curr Treat Options Oncol ; 23(12): 1845-1860, 2022 12.
Article in English | MEDLINE | ID: mdl-36525238

ABSTRACT

OPINION STATEMENT: Chimeric antigen receptor (CAR) T-cells are now a well-established treatment for hematologic malignancies. Their use in clinical practice has expanded quite rapidly and hospitals have developed CAR T-cell protocols to evaluate patients for associated toxicities, and particularly for neurotoxicity. There are many variables that influence the risk for developing this complication, many of which are not fully understood. The severity can be related to a particular product. Clinical vigilance is critical to facilitate early recognition of neurotoxicity, hence the importance of pre-CAR T-cell neurological evaluation of each patient. While details of such an evaluation may slightly differ between institutions, generally a comprehensive neurological evaluation including assessment of cognitive abilities along with magnetic resonance imaging (MRI) of the brain is a gold standard. Management of neurotoxicity requires a well-orchestrated team approach with specialists from oncology, neurology, oftentimes neurosurgery and neuro-intensive care. Diagnostic work-up frequently includes detailed neurologic evaluation with comparison to the baseline assessment, imaging of the brain, electroencephalogram, and lumbar puncture. While steroids are uniformly used for treatment, many patients also receive tocilizumab for an underlying and frequently concomitant cytokine release syndrome (CRS) in addition to symptom-driven supportive care. Novel CAR T-cell constructs and other agents allowing for potentially lower risk of toxicity are being explored. While neurotoxicity is predominantly an early, and reversible, event, a growing body of literature suggests that late neurotoxicity with variable clinical presentation can also occur.


Subject(s)
Receptors, Chimeric Antigen , Humans , Receptors, Chimeric Antigen/therapeutic use , Receptors, Antigen, T-Cell/genetics , Receptors, Antigen, T-Cell/therapeutic use , Immunotherapy, Adoptive/adverse effects , Immunotherapy, Adoptive/methods , T-Lymphocytes , Cell- and Tissue-Based Therapy
6.
J Neurooncol ; 152(2): 313-323, 2021 Apr.
Article in English | MEDLINE | ID: mdl-33486637

ABSTRACT

PURPOSE: Discordant prognostic awareness (PA) can cause distress, impact goals of care and future planning, especially in patients with high grade glioma (pwHGG) who have limited survival. We aimed to evaluate the feasibility of assessing PA of pwHGG, caregivers and clinicians using a single question and to evaluate these responses for discord, alignment and fluctuation over time. METHODS: This is a sub-study of an IRB-approved pilot study evaluating early palliative care and longitudinal symptom monitoring via a smart-device tool in 16 pwHGG and their caregivers receiving treatment at the Mayo Clinic Arizona (United States). Eligible patients were ≥ 18 years, English-speaking, newly-diagnosed, and had a willing caregiver. Participants answered a multiple-choice question asking for an estimate of their own or their loved one's survival on a monthly basis. RESULTS: All except one patient/caregiver dyad answered the question each time it was asked. The question did not appear to cause discomfort or increase conversations with clinicians around prognosis. PA of patients and caregivers fluctuated monthly, ranging from dismal to overtly optimistic, with a discordance frequency of 68%. Patients tended to be more optimistic than caregivers, and a higher QOL correlated to a more optimistic response. Clinicians' were more hopeful; their prediction tended to fluctuate less than those of patients and caregivers. CONCLUSIONS: PA may be assessed in pwHGG and caregivers with a single, frank question. There is clear discordance between PA of patients, their caregivers and clinicians. Understanding fluctuates longitudinally through disease and treatment course. Additional studies on timing and ways of discussing prognosis in this population are needed. CLINICAL TRIAL REGISTRATION: NCT04630379.


Subject(s)
Brain Neoplasms/mortality , Caregivers , Comprehension , Glioma/mortality , Adult , Aged , Aged, 80 and over , Feasibility Studies , Female , Humans , Male , Middle Aged , Pilot Projects , Prognosis , Quality of Life , Surveys and Questionnaires
7.
BMC Cancer ; 20(1): 447, 2020 May 19.
Article in English | MEDLINE | ID: mdl-32429869

ABSTRACT

BACKGROUND: Sex is recognized as a significant determinant of outcome among glioblastoma patients, but the relative prognostic importance of glioblastoma features has not been thoroughly explored for sex differences. METHODS: Combining multi-modal MR images, biomathematical models, and patient clinical information, this investigation assesses which pretreatment variables have a sex-specific impact on the survival of glioblastoma patients (299 males and 195 females). RESULTS: Among males, tumor (T1Gd) radius was a predictor of overall survival (HR = 1.027, p = 0.044). Among females, higher tumor cell net invasion rate was a significant detriment to overall survival (HR = 1.011, p < 0.001). Female extreme survivors had significantly smaller tumors (T1Gd) (p = 0.010 t-test), but tumor size was not correlated with female overall survival (p = 0.955 CPH). Both male and female extreme survivors had significantly lower tumor cell net proliferation rates than other patients (M p = 0.004, F p = 0.001, t-test). CONCLUSION: Despite similar distributions of the MR imaging parameters between males and females, there was a sex-specific difference in how these parameters related to outcomes.


Subject(s)
Brain Neoplasms/mortality , Glioblastoma/mortality , Magnetic Resonance Imaging/methods , Adolescent , Adult , Aged , Aged, 80 and over , Brain Neoplasms/pathology , Brain Neoplasms/therapy , Child , Female , Follow-Up Studies , Glioblastoma/pathology , Glioblastoma/therapy , Humans , Image Interpretation, Computer-Assisted , Male , Middle Aged , Models, Theoretical , Prognosis , Retrospective Studies , Sex Factors , Survival Rate , Young Adult
8.
J Natl Compr Canc Netw ; 18(11): 1571-1578, 2020 11.
Article in English | MEDLINE | ID: mdl-33152700

ABSTRACT

Primary central nervous system lymphomas (PCNSLs) are rare cancers of the central nervous system (CNS) and are predominantly diffuse large B-cell lymphomas of the activated B-cell (ABC) subtype. They typically present in the sixth and seventh decade of life, with the highest incidence among patients aged >75 years. Although many different regimens have demonstrated efficacy in newly diagnosed and relapsed or refractory PCNSL, there have been few randomized prospective trials, and most recommendations and treatment decisions are based on single-arm phase II trials or even retrospective studies. High-dose methotrexate (HD-MTX; 3-8 g/m2) is the backbone of preferred standard induction regimens. Various effective regimens with different toxicity profiles can be considered that combine other chemotherapies and/or rituximab with HD-MTX, but there is currently no consensus for a single preferred regimen. There is controversy about the role of various consolidation therapies for patients who respond to HD-MTX-based induction therapy. For patients with relapsed or refractory PCNSL who previously experienced response to HD-MTX, repeat treatment with HD-MTX-based therapy can be considered depending on the timing of recurrence. Other more novel and less toxic regimens have been developed that show efficacy in recurrent disease, including ibrutinib, or lenalidomide ± rituximab. There is uniform agreement to delay or avoid whole-brain radiation therapy due to concerns for significant neurotoxicity if a reasonable systemic treatment option exists. This article aims to provide a clinically practical approach to PCNSL, including special considerations for older patients and those with impaired renal function. The benefits and risks of HD-MTX or high-dose chemotherapy with autologous stem cell transplantation versus other, better tolerated strategies are also discussed. In all settings, the preferred treatment is always enrollment in a clinical trial if one is available.


Subject(s)
Brain Neoplasms , Central Nervous System Neoplasms , Hematopoietic Stem Cell Transplantation , Lymphoma, Non-Hodgkin , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Central Nervous System , Central Nervous System Neoplasms/drug therapy , Central Nervous System Neoplasms/therapy , Cranial Irradiation , Humans , Lymphoma, Non-Hodgkin/drug therapy , Methotrexate/therapeutic use , Neoplasm Recurrence, Local/diagnosis , Neoplasm Recurrence, Local/therapy , Prospective Studies , Retrospective Studies , Transplantation, Autologous
9.
J Natl Compr Canc Netw ; 18(11): 1537-1570, 2020 11 02.
Article in English | MEDLINE | ID: mdl-33152694

ABSTRACT

The NCCN Guidelines for Central Nervous System (CNS) Cancers focus on management of adult CNS cancers ranging from noninvasive and surgically curable pilocytic astrocytomas to metastatic brain disease. The involvement of an interdisciplinary team, including neurosurgeons, radiation therapists, oncologists, neurologists, and neuroradiologists, is a key factor in the appropriate management of CNS cancers. Integrated histopathologic and molecular characterization of brain tumors such as gliomas should be standard practice. This article describes NCCN Guidelines recommendations for WHO grade I, II, III, and IV gliomas. Treatment of brain metastases, the most common intracranial tumors in adults, is also described.


Subject(s)
Astrocytoma , Brain Neoplasms , Central Nervous System Neoplasms , Glioma , Adult , Astrocytoma/diagnosis , Astrocytoma/therapy , Brain Neoplasms/diagnosis , Brain Neoplasms/therapy , Central Nervous System , Central Nervous System Neoplasms/diagnosis , Central Nervous System Neoplasms/therapy , Glioma/diagnosis , Glioma/therapy , Humans , Practice Guidelines as Topic
10.
Neurol Neurochir Pol ; 54(5): 456-465, 2020.
Article in English | MEDLINE | ID: mdl-32914406

ABSTRACT

BACKGROUND: Neuroanatomic locations of gliomas may influence clinical presentations, molecular profiles, and patients' prognoses. METHODS: We investigated our institutional cancer registry to include patients with glioma over a 10-year period. Statistical tests were used to compare demographic, genetic, and clinical characteristics among patients with gliomas in different locations. Survival analysis methods were then used to assess associations between location and overall survival in the full cohort, as well as in relevant subgroups. RESULTS: 182 gliomas were identified. Of the tumours confined to a single lobe, there were 51 frontal (28.0%), 50 temporal (27.5%), 22 parietal (12.1%), and seven occipital tumours (3.8%) identified. Tumours affecting the temporal lobe were associated with reduced overall survival when compared to all other tumours (11 months vs. 13 months, log-rank p = 0.0068). In subgroup analyses, this result was significant for males [HR (95%CI) 2.05 (1.30, 3.24), p = 0.002], but not for females [HR (95%CI) 1.12 (0.65, 1.93), p = 0.691]. Out of 82 cases tested for IDH-1, 10 were mutated (5.5%). IDH-1 mutation was present in six frontal, two temporal, one thalamic, and one multifocal tumour. Out of 21 cases tested for 1p19q deletions, 12 were co-deleted, nine of which were frontal lobe tumours. MGMT methylation was assessed in 45 cases; 7/14 frontal tumours and 6/13 temporal tumours were methylated. CONCLUSION: Our results support the hypothesis that the anatomical locations of gliomas influence patients' clinical courses. Temporal lobe tumours were associated with poorer survival, though this association appeared to be driven by these patients' more aggressive tumour profiles and higher risk baseline demographics. Independently, female patients who had temporal lobe tumours fared better than males. Molecular analysis was limited by the low prevalence of genetic testing in the study sample, highlighting the importance of capturing this information for all gliomas. IMPORTANCE OF THIS STUDY: The specific neuroanatomic location of tumours in the brain is thought to be predictive of treatment options and overall prognosis. Despite evidence for the clinical significance of this information, there is relatively little information available regarding the incidence and prevalence of tumours in the different anatomical regions of the brain. This study has more fully characterised tumour prevalence in different regions of the brain. Additionally, we have analysed how this information may affect tumours' molecular characteristics, treatment options offered to patients, and patients' overall survival. This information will be informative both in the clinical setting and in directing future research.


Subject(s)
Brain Neoplasms , Glioma , Brain Neoplasms/genetics , Female , Glioma/genetics , Humans , Isocitrate Dehydrogenase/genetics , Male , Mutation , Prognosis
11.
J Natl Compr Canc Netw ; 15(11): 1331-1345, 2017 11.
Article in English | MEDLINE | ID: mdl-29118226

ABSTRACT

For many years, the diagnosis and classification of gliomas have been based on histology. Although studies including large populations of patients demonstrated the prognostic value of histologic phenotype, variability in outcomes within histologic groups limited the utility of this system. Nonetheless, histology was the only proven and widely accessible tool available at the time, thus it was used for clinical trial entry criteria, and therefore determined the recommended treatment options. Research to identify molecular changes that underlie glioma progression has led to the discovery of molecular features that have greater diagnostic and prognostic value than histology. Analyses of these molecular markers across populations from randomized clinical trials have shown that some of these markers are also predictive of response to specific types of treatment, which has prompted significant changes to the recommended treatment options for grade III (anaplastic) gliomas.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Biomarkers, Tumor/analysis , Central Nervous System Neoplasms/diagnosis , Glioma/diagnosis , Nervous System/pathology , Antineoplastic Combined Chemotherapy Protocols/standards , Central Nervous System Neoplasms/classification , Central Nervous System Neoplasms/pathology , Central Nervous System Neoplasms/therapy , Combined Modality Therapy/methods , Combined Modality Therapy/standards , Glioma/classification , Glioma/pathology , Glioma/therapy , Humans , Neoadjuvant Therapy/methods , Neoadjuvant Therapy/standards , Neoplasm Grading , Prognosis , Radiotherapy/methods , Radiotherapy/standards
12.
Curr Oncol Rep ; 19(8): 53, 2017 Aug.
Article in English | MEDLINE | ID: mdl-28664468

ABSTRACT

Electric fields are known to produce biological effects. Depending on specific frequency, they can stimulate healing, directly damage tissues, or produce anti-mitotic activity. Frequencies of 100-300 KHz have been shown to disrupt mitosis and lead to cellular death. Growth of cancer cell lines, both in vitro and in vivo, was shown to be inhibited by application of the electric fields. In the clinical setting, electric fields are available for treatment of brain tumors, specifically glioblastoma (GBM), through a portable device producing so-called tumor treating fields (TTF). Clinical trials conducted in patients with recurrent and newly diagnosed GBM indicated that this novel treatment modality is active and associated with minimal toxicity. This manuscript will review the available evidence supporting the use of TTF in neuro-oncologic practice.


Subject(s)
Brain Neoplasms/therapy , Electric Stimulation Therapy/methods , Electricity , Glioblastoma/therapy , Brain Neoplasms/diagnosis , Glioblastoma/diagnosis , Humans , Neoplasm Recurrence, Local , Survival Analysis , Treatment Outcome
14.
J Natl Compr Canc Netw ; 13(10): 1191-202, 2015 Oct.
Article in English | MEDLINE | ID: mdl-26483059

ABSTRACT

The NCCN Clinical Practice Guidelines in Oncology (NCCN Guidelines) for Central Nervous System (CNS) Cancers provide interdisciplinary recommendations for managing adult CNS cancers. Primary and metastatic brain tumors are a heterogeneous group of neoplasms with varied outcomes and management strategies. These NCCN Guidelines Insights summarize the NCCN CNS Cancers Panel's discussion and highlight notable changes in the 2015 update. This article outlines the data and provides insight into panel decisions regarding adjuvant radiation and chemotherapy treatment options for high-risk newly diagnosed low-grade gliomas and glioblastomas. Additionally, it describes the panel's assessment of new data and the ongoing debate regarding the use of alternating electric field therapy for high-grade gliomas.


Subject(s)
Central Nervous System Neoplasms/drug therapy , Central Nervous System Neoplasms/radiotherapy , Practice Guidelines as Topic , Adult , Central Nervous System Neoplasms/pathology , Humans , Neoplasm Metastasis
15.
Cancer Cell ; 11(1): 83-95, 2007 Jan.
Article in English | MEDLINE | ID: mdl-17222792

ABSTRACT

Using MRI techniques, we show here that normalization of tumor vessels in recurrent glioblastoma patients by daily administration of AZD2171-an oral tyrosine kinase inhibitor of VEGF receptors-has rapid onset, is prolonged but reversible, and has the significant clinical benefit of alleviating edema. Reversal of normalization began by 28 days, though some features persisted for as long as four months. Basic FGF, SDF1alpha, and viable circulating endothelial cells (CECs) increased when tumors escaped treatment, and circulating progenitor cells (CPCs) increased when tumors progressed after drug interruption. Our study provides insight into different mechanisms of action of this class of drugs in recurrent glioblastoma patients and suggests that the timing of combination therapy may be critical for optimizing activity against this tumor.


Subject(s)
Brain Edema/drug therapy , Brain Neoplasms/drug therapy , Glioblastoma/drug therapy , Neovascularization, Pathologic/drug therapy , Protein Kinase Inhibitors/therapeutic use , Quinazolines/therapeutic use , Brain Edema/etiology , Brain Neoplasms/blood supply , Brain Neoplasms/complications , Chemokine CXCL12 , Chemokines, CXC/blood , Endothelial Cells/drug effects , Enzyme-Linked Immunosorbent Assay , Fibroblast Growth Factors/blood , Fibroblast Growth Factors/drug effects , Flow Cytometry , Glioblastoma/blood supply , Glioblastoma/complications , Humans , Image Processing, Computer-Assisted , Magnetic Resonance Imaging , Neoplasm Recurrence, Local/complications , Neoplasm Recurrence, Local/drug therapy , Neoplastic Cells, Circulating/drug effects , Neoplastic Stem Cells/drug effects , Receptors, Vascular Endothelial Growth Factor/antagonists & inhibitors , Survival Analysis
16.
J Neuroophthalmol ; 35(4): 382-6, 2015 Dec.
Article in English | MEDLINE | ID: mdl-26049681

ABSTRACT

High-grade (World Health Organization [WHO] Grade II and III) meningiomas constitute a minority of all meningioma cases but are associated with significant morbidity and mortality, due to more aggressive tumor behavior and a tendency to recur despite standard therapy with resection and radiotherapy. They display a higher degree of vascularity than WHO Grade I meningiomas and produce angiogenic and growth factors, including vascular endothelial growth factor (VEGF). Bevacizumab, a humanized monoclonal antibody against VEGF-A, has been used in the treatment of recurrent or progressive meningiomas resistant to standard therapy. We report a patient with a recurrent left frontotemporal meningioma and associated-vision loss who experienced substantial visual field recovery after 3 cycles of bevacizumab. In addition, we provide a review of the literature regarding the efficacy of bevacizumab in the treatment of recurrent meningiomas.


Subject(s)
Angiogenesis Inhibitors/adverse effects , Bevacizumab/adverse effects , Perceptual Disorders/chemically induced , Visual Fields/physiology , Humans , Magnetic Resonance Imaging , Male , Meningeal Neoplasms/diagnosis , Meningeal Neoplasms/drug therapy , Meningioma/diagnosis , Meningioma/drug therapy , Middle Aged , Visual Field Tests
17.
J Natl Compr Canc Netw ; 12(11): 1517-23, 2014 Nov.
Article in English | MEDLINE | ID: mdl-25361798

ABSTRACT

The NCCN Guidelines for Central Nervous System Cancers provide multidisciplinary recommendations for the clinical management of patients with cancers of the central nervous system. These NCCN Guidelines Insights highlight recent updates regarding the management of metastatic brain tumors using radiation therapy. Use of stereotactic radiosurgery (SRS) is no longer limited to patients with 3 or fewer lesions, because data suggest that total disease burden, rather than number of lesions, is predictive of survival benefits associated with the technique. SRS is increasingly becoming an integral part of management of patients with controlled, low-volume brain metastases.


Subject(s)
Central Nervous System Neoplasms/secondary , Central Nervous System Neoplasms/surgery , Humans , Radiosurgery/methods
18.
J Neurooncol ; 117(1): 93-101, 2014 Mar.
Article in English | MEDLINE | ID: mdl-24449400

ABSTRACT

When surgery and radiation are no longer treatment options, salvage systemic therapy has been used for recurrent meningiomas with little compelling evidence to suggest effectiveness. Patients with surgery and radiation refractory recurrent meningiomas were treated with the oral multifunctional tyrosine kinase inhibitor PTK787/ZK 222584 (PTK787) at a dose of 500 mg twice a day. Each treatment cycle was 4 weeks with MRI done every 8 weeks. Twenty-five patients (14 men; 11 women) with a median age of 59 years and KPS of 80 were treated. Meningioma WHO Grade was I in 2 patients, II in 14 patients and III in 8 patients; 1 patient had a hemangiopericytoma. All patients had prior surgery, external beam radiation therapy or radiosurgery and 11 patients prior systemic chemotherapy. Median number of cycles of PTK 787 administered was 4 (range <1-22). Best response in the 22 evaluable patients was stable disease in 15 (68.2 %). Predominant PTK787 related toxicities included fatigue (60 %), hypertension (24 %) and elevated transaminases (24 %). Grade II patients had a progression free survival (PFS)-6 of 64.3 %, a median PFS of 6.5 months and an overall survival (OS) of 26.0 months; grade III patients had a PFS-6 of 37.5 %, median PFS of 3.6 months and OS 23 months. PTK787 was modestly toxic at the dose of 500 mg administered twice per day. Activity as determined by PFS-6 suggests that targeting PDGF/VEGF pathway warrants further investigation.


Subject(s)
Antineoplastic Agents/administration & dosage , Brain Neoplasms/drug therapy , Meningioma/drug therapy , Phthalazines/administration & dosage , Pyridines/administration & dosage , Salvage Therapy , Administration, Oral , Adult , Aged , Aged, 80 and over , Antineoplastic Agents/adverse effects , Brain/drug effects , Brain/pathology , Brain/radiation effects , Brain/surgery , Brain Neoplasms/pathology , Brain Neoplasms/radiotherapy , Brain Neoplasms/surgery , Disease-Free Survival , Female , Humans , Kaplan-Meier Estimate , Magnetic Resonance Imaging , Male , Meningioma/pathology , Meningioma/radiotherapy , Meningioma/surgery , Middle Aged , Neoplasm Grading , Neoplasm Recurrence, Local/drug therapy , Phthalazines/adverse effects , Pyridines/adverse effects , Time Factors
19.
PLoS One ; 19(4): e0299267, 2024.
Article in English | MEDLINE | ID: mdl-38568950

ABSTRACT

BACKGROUND AND OBJECTIVE: Glioblastoma (GBM) is one of the most aggressive and lethal human cancers. Intra-tumoral genetic heterogeneity poses a significant challenge for treatment. Biopsy is invasive, which motivates the development of non-invasive, MRI-based machine learning (ML) models to quantify intra-tumoral genetic heterogeneity for each patient. This capability holds great promise for enabling better therapeutic selection to improve patient outcome. METHODS: We proposed a novel Weakly Supervised Ordinal Support Vector Machine (WSO-SVM) to predict regional genetic alteration status within each GBM tumor using MRI. WSO-SVM was applied to a unique dataset of 318 image-localized biopsies with spatially matched multiparametric MRI from 74 GBM patients. The model was trained to predict the regional genetic alteration of three GBM driver genes (EGFR, PDGFRA and PTEN) based on features extracted from the corresponding region of five MRI contrast images. For comparison, a variety of existing ML algorithms were also applied. Classification accuracy of each gene were compared between the different algorithms. The SHapley Additive exPlanations (SHAP) method was further applied to compute contribution scores of different contrast images. Finally, the trained WSO-SVM was used to generate prediction maps within the tumoral area of each patient to help visualize the intra-tumoral genetic heterogeneity. RESULTS: WSO-SVM achieved 0.80 accuracy, 0.79 sensitivity, and 0.81 specificity for classifying EGFR; 0.71 accuracy, 0.70 sensitivity, and 0.72 specificity for classifying PDGFRA; 0.80 accuracy, 0.78 sensitivity, and 0.83 specificity for classifying PTEN; these results significantly outperformed the existing ML algorithms. Using SHAP, we found that the relative contributions of the five contrast images differ between genes, which are consistent with findings in the literature. The prediction maps revealed extensive intra-tumoral region-to-region heterogeneity within each individual tumor in terms of the alteration status of the three genes. CONCLUSIONS: This study demonstrated the feasibility of using MRI and WSO-SVM to enable non-invasive prediction of intra-tumoral regional genetic alteration for each GBM patient, which can inform future adaptive therapies for individualized oncology.


Subject(s)
Glioblastoma , Humans , Glioblastoma/diagnostic imaging , Glioblastoma/genetics , Glioblastoma/pathology , Precision Medicine , Genetic Heterogeneity , Magnetic Resonance Imaging/methods , Algorithms , Machine Learning , Support Vector Machine , ErbB Receptors/genetics
20.
J Natl Compr Canc Netw ; 11(9): 1114-51, 2013 Sep 01.
Article in English | MEDLINE | ID: mdl-24029126

ABSTRACT

Primary and metastatic tumors of the central nervous system are a heterogeneous group of neoplasms with varied outcomes and management strategies. Recently, improved survival observed in 2 randomized clinical trials established combined chemotherapy and radiation as the new standard for treating patients with pure or mixed anaplastic oligodendroglioma harboring the 1p/19q codeletion. For metastatic disease, increasing evidence supports the efficacy of stereotactic radiosurgery in treating patients with multiple metastatic lesions but low overall tumor volume. These guidelines provide recommendations on the diagnosis and management of this group of diseases based on clinical evidence and panel consensus. This version includes expert advice on the management of low-grade infiltrative astrocytomas, oligodendrogliomas, anaplastic gliomas, glioblastomas, medulloblastomas, supratentorial primitive neuroectodermal tumors, and brain metastases. The full online version, available at NCCN. org, contains recommendations on additional subtypes.


Subject(s)
Central Nervous System Neoplasms/diagnosis , Central Nervous System Neoplasms/therapy , Humans
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