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1.
AJNR Am J Neuroradiol ; 40(6): 979-986, 2019 06.
Article in English | MEDLINE | ID: mdl-31097430

ABSTRACT

BACKGROUND AND PURPOSE: Acidification of the tumor microenvironment from abnormal metabolism along with angiogenesis to meet metabolic demands are both hallmarks of malignant brain tumors; however, the interdependency of tumor acidity and vascularity has not been explored. Therefore, our aim was to investigate the association between pH-sensitive amine chemical exchange saturation transfer echoplanar imaging (CEST-EPI) and relative cerebral blood volume (CBV) measurements obtained from dynamic susceptibility contrast (DSC) perfusion MRI in patients with gliomas. MATERIALS AND METHODS: In this retrospective study, 90 patients with histologically confirmed gliomas were scanned between 2015 and 2018 (median age, 50.3 years; male/female ratio = 59:31). pH-weighting was obtained using chemical exchange saturation transfer echo-planar imaging estimation of the magnetization transfer ratio asymmetry at 3 ppm, and CBV was estimated using DSC-MR imaging. The voxelwise correlation and patient-wise median value correlation between the magnetization transfer ratio asymmetry at 3 ppm and CBV within T2-hyperintense lesions and contrast-enhancing lesions were evaluated using the Pearson correlation analysis. RESULTS: General colocalization of elevated perfusion and high acidity was observed in tumors, with local intratumor heterogeneity. For patient-wise analysis, median CBV and magnetization transfer ratio asymmetry at 3 ppm within T2-hyperintense lesions were significantly correlated (R = 0.3180, P = .002), but not in areas of contrast enhancement (P = .52). The positive correlation in T2-hyperintense lesions remained within high-grade gliomas (R = 0.4128, P = .001) and in isocitrate dehydrogenase wild-type gliomas (R = 0.4300, P = .002), but not in World Health Organization II or in isocitrate dehydrogenase mutant tumors. Both magnetization transfer ratio asymmetry at 3 ppm and the voxelwise correlation between magnetization transfer ratio asymmetry and CBV were higher in high-grade gliomas compared with low-grade gliomas in T2-hyperintense tumors (magnetization transfer ratio asymmetry, P = .02; Pearson correlation, P = .01). The same trend held when comparing isocitrate dehydrogenase wild-type gliomas and isocitrate dehydrogenase mutant gliomas (magnetization transfer ratio asymmetry, P = .04; Pearson correlation, P = .01). CONCLUSIONS: A positive linear correlation between CBV and acidity in areas of T2-hyperintense, nonenhancing tumor, but not enhancing tumor, was observed across patients. Local heterogeneity was observed within individual tumors.


Subject(s)
Brain Neoplasms/diagnostic imaging , Brain Neoplasms/pathology , Glioma/diagnostic imaging , Glioma/pathology , Adult , Aged , Brain Neoplasms/chemistry , Echo-Planar Imaging/methods , Female , Glioma/chemistry , Humans , Hydrogen-Ion Concentration , Magnetic Resonance Imaging/methods , Male , Middle Aged , Neuroimaging/methods , Retrospective Studies
2.
AJNR Am J Neuroradiol ; 39(1): 43-45, 2018 01.
Article in English | MEDLINE | ID: mdl-29074632

ABSTRACT

DSC perfusion MR imaging in brain tumors requires a trade-off between spatial and temporal resolution, resulting in less spatial coverage to meet the temporal resolution requirements for accurate relative CBV estimation. DSC-MR imaging could potentially benefit from the advantages associated with simultaneous multi-slice imaging, including increased spatiotemporal resolution. In the current article, we demonstrate how simultaneous multi-slice EPI can be used to improve DSC-MR imaging spatiotemporal resolution in patients with glioblastoma.


Subject(s)
Brain Neoplasms/diagnostic imaging , Echo-Planar Imaging/methods , Glioblastoma/diagnostic imaging , Image Interpretation, Computer-Assisted/methods , Adult , Brain Neoplasms/pathology , Glioblastoma/pathology , Humans , Male , Perfusion Imaging/methods
3.
AJNR Am J Neuroradiol ; 37(8): 1440-6, 2016 Aug.
Article in English | MEDLINE | ID: mdl-27079371

ABSTRACT

BACKGROUND AND PURPOSE: Contrast agent extravasation through a disrupted blood-brain barrier potentiates inaccurate DSC MR imaging estimation of relative CBV. We explored whether incorporation of an interstitial washout rate in a leakage-correction model for single-echo, gradient-echo DSC MR imaging improves relative CBV estimates in high-grade gliomas. MATERIALS AND METHODS: We modified the traditional model-based postprocessing leakage-correction algorithm, assuming unidirectional contrast agent extravasation (Boxerman-Weisskoff model) to account for bidirectional contrast agent exchange between intra- and extravascular spaces (bidirectional model). For both models, we compared the goodness of fit with the parent leakage-contaminated relaxation rate curves by using the Akaike Information Criterion and the difference between modeled interstitial relaxation rate curves and dynamic contrast-enhanced MR imaging by using Euclidean distance in 21 patients with glioblastoma multiforme. RESULTS: The bidirectional model had improved Akaike Information Criterion versus the bidirectional model in >50% of enhancing tumor voxels in all 21 glioblastoma multiformes (77% ± 9%; P < .0001) and had reduced the Euclidean distance in >50% of enhancing tumor voxels for 17/21 glioblastoma multiformes (62% ± 17%; P = .0041). The bidirectional model and dynamic contrast-enhanced-derived kep demonstrated a strong correlation (r = 0.74 ± 0.13). On average, enhancing tumor relative CBV for the Boxerman-Weisskoff model exceeded that for the bidirectional model by 16.6% ± 14.0%. CONCLUSIONS: Inclusion of the bidirectional exchange in leakage-correction models for single-echo DSC MR imaging improves the model fit to leakage-contaminated DSC MR imaging data and significantly improves the estimation of relative CBV in high-grade gliomas.


Subject(s)
Algorithms , Brain Neoplasms/diagnostic imaging , Extravasation of Diagnostic and Therapeutic Materials/diagnostic imaging , Glioma/diagnostic imaging , Image Interpretation, Computer-Assisted/methods , Magnetic Resonance Imaging/methods , Adult , Aged , Brain Neoplasms/pathology , Cerebral Blood Volume , Contrast Media , Female , Glioma/pathology , Humans , Male , Middle Aged , Models, Theoretical
4.
AJNR Am J Neuroradiol ; 36(4): 672-7, 2015 Apr.
Article in English | MEDLINE | ID: mdl-25542879

ABSTRACT

BACKGROUND AND PURPOSE: Glioblastoma is a common primary brain tumor with a poor but variable prognosis. Our aim was to investigate the feasibility of MR perfusion imaging by using arterial spin-labeling for determining the prognosis of patients with glioblastoma. MATERIALS AND METHODS: Pseudocontinuous arterial spin-labeling with 3D background-suppressed gradient and spin-echo was acquired before surgery on 53 patients subsequently diagnosed with glioblastoma. The calculated CBF color maps were visually evaluated by 3 independent readers blinded to patient history. Pathologic and survival data were correlated with CBF map findings. Arterial spin-labeling values in tumor tissue were also quantified by using manual fixed-size ROIs. RESULTS: Two perfusion patterns were characterized by visual evaluation of CBF maps on the basis of either the presence (pattern 1) or absence (pattern 2) of substantial hyperperfused tumor tissue. Evaluation of the perfusion patterns was highly concordant among the 3 readers (κ = 0.898, P < .001). Pattern 1 (versus pattern 2) was associated with significantly shorter progression-free survival by Kaplan-Meier analysis (median progression-free survival of 182 days versus 485 days, P < .01) and trended with shorter overall survival (P = .079). There was a significant association between pattern 1 and epidermal growth factor receptor variant III expression (P < .01). CONCLUSIONS: Qualitative evaluation of arterial spin-labeling CBF maps can be used to stratify survival and predict epidermal growth factor receptor variant III expression in patients with glioblastoma.


Subject(s)
Brain Neoplasms/pathology , ErbB Receptors/metabolism , Glioblastoma/pathology , Magnetic Resonance Imaging/methods , Adult , Aged , Brain Neoplasms/metabolism , Brain Neoplasms/mortality , Disease-Free Survival , Female , Glioblastoma/metabolism , Glioblastoma/mortality , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Prognosis , Spin Labels
5.
AJNR Am J Neuroradiol ; 35(4): 673-9, 2014 Apr.
Article in English | MEDLINE | ID: mdl-24136647

ABSTRACT

BACKGROUND AND PURPOSE: Pre-treatment ADC characteristics have been shown to predict response to bevacizumab in recurrent glioblastoma multiforme. However, no studies have examined whether ADC characteristics are specific to this particular treatment. The purpose of the current study was to determine whether ADC histogram analysis is a bevacizumab-specific or treatment-independent biomarker of treatment response in recurrent glioblastoma multiforme. MATERIALS AND METHODS: Eighty-nine bevacizumab-treated and 43 chemotherapy-treated recurrent glioblastoma multiformes never exposed to bevacizumab were included in this study. In all patients, ADC values in contrast-enhancing ROIs from MR imaging examinations performed at the time of recurrence, immediately before commencement of treatment for recurrence, were extracted and the resulting histogram was fitted to a mixed model with a double Gaussian distribution. Mean ADC in the lower Gaussian curve was used as the primary biomarker of interest. The Cox proportional hazards model and log-rank tests were used for survival analysis. RESULTS: Cox multivariate regression analysis accounting for the interaction between bevacizumab- and non-bevacizumab-treated patients suggested that the ability of the lower Gaussian curve to predict survival is dependent on treatment (progression-free survival, P = .045; overall survival, P = .003). Patients with bevacizumab-treated recurrent glioblastoma multiforme with a pretreatment lower Gaussian curve > 1.2 µm(2)/ms had a significantly longer progression-free survival and overall survival compared with bevacizumab-treated patients with a lower Gaussian curve < 1.2 µm(2)/ms. No differences in progression-free survival or overall survival were observed in the chemotherapy-treated cohort. Bevacizumab-treated patients with a mean lower Gaussian curve > 1.2 µm(2)/ms had a significantly longer progression-free survival and overall survival compared with chemotherapy-treated patients. CONCLUSIONS: The mean lower Gaussian curve from ADC histogram analysis is a predictive imaging biomarker for bevacizumab-treated, not chemotherapy-treated, recurrent glioblastoma multiforme. Patients with recurrent glioblastoma multiforme with a mean lower Gaussian curve > 1.2 µm(2)/ms have a survival advantage when treated with bevacizumab.


Subject(s)
Antibodies, Monoclonal, Humanized/therapeutic use , Brain Neoplasms/drug therapy , Brain Neoplasms/pathology , Drug Monitoring/methods , Glioblastoma/drug therapy , Glioblastoma/pathology , Aged , Angiogenesis Inhibitors/therapeutic use , Antineoplastic Agents/therapeutic use , Bevacizumab , Brain Neoplasms/mortality , Diffusion Magnetic Resonance Imaging , Disease Progression , Disease-Free Survival , Glioblastoma/mortality , Humans , Middle Aged , Neoplasm Recurrence, Local/drug therapy , Neoplasm Recurrence, Local/mortality , Neoplasm Recurrence, Local/pathology , Predictive Value of Tests , Proportional Hazards Models , Retrospective Studies
6.
AJNR Am J Neuroradiol ; 34(3): 533-40, 2013 Mar.
Article in English | MEDLINE | ID: mdl-22997168

ABSTRACT

BACKGROUND AND PURPOSE: Tumor location is a significant prognostic factor in glioblastoma, which may reflect the genetic profile of tumor precursor cells. The purpose of the current study was to construct and analyze probabilistic radiographic atlases reflecting preoperative tumor locations and corresponding demographic, "-omic," and interventional phenotypes to provide insight into potential niche locations of glioblastoma cells of origin. MATERIALS AND METHODS: Preoperative anatomic MR images in 507 patients with de novo glioblastoma were analyzed. Images were registered to stereotactic space, tumors were segmented, and the stereospecific frequency of tumor occurrence was analyzed statistically by age, extent of resection, MGMT methylation, IDH1 mutation, gene expression subclassification, PTEN loss, PTEN deficiency, EGFR amplification, EGFR variant 3 expression, progression-free survival from the start of radiochemotherapy, and overall survival from initial diagnosis. RESULTS: Most glioblastomas grow into the periventricular white matter regions adjacent to the subventricular zone. MGMT promoter methylated tumors occur more frequently in the left temporal lobe, in young patients with glioblastoma, in IDH1 mutant tumors, in tumors having the proneural gene expression subtype, and in tumors lacking loss of PTEN occurring most frequently in the frontal lobe. MGMT methylated tumors with the IDH1 mutation tended to occur in the left frontal lobe. EGFR amplified and EGFR variant 3-expressing tumors occurred most frequently in the left temporal lobe. A similar region in the left temporal lobe was associated with favorable response to radiochemotherapy and increased survival. CONCLUSIONS: Radiographic atlases for specific phenotypes provide insight into overlap between prognostic variables and may help to identify niche locations for cancer cells of origin.


Subject(s)
Biomarkers, Tumor/genetics , Brain Neoplasms/genetics , Brain Neoplasms/mortality , Genetic Predisposition to Disease/epidemiology , Genetic Predisposition to Disease/genetics , Glioblastoma/genetics , Glioblastoma/mortality , Adult , Aged , Brain Neoplasms/pathology , California/epidemiology , Computer Simulation , Female , Genetic Markers/genetics , Glioblastoma/pathology , Humans , Male , Middle Aged , Models, Statistical , Polymorphism, Single Nucleotide/genetics , Prevalence , Risk Assessment , Risk Factors , Survival Analysis , Survival Rate , Tissue Distribution
7.
AJNR Am J Neuroradiol ; 33(9): 1763-70, 2012 Oct.
Article in English | MEDLINE | ID: mdl-22538078

ABSTRACT

BACKGROUND AND PURPOSE: A subset of patients with malignant glioma develops conspicuous lesions characterized by persistent restricted diffusion during treatment with bevacizumab. The purpose of the current study was to characterize the evolution of these lesions and to determine their relationship to patient outcome. MATERIALS AND METHODS: Twenty patients with malignant glioma with persistent restricted-diffusion lesions undergoing treatment with bevacizumab were included in the current study. Mean ADC and the volume of restricted diffusion were computed for each patient during serial follow-up. Differences in TTP, TTS, and OS were compared between patients with restricted diffusion and matched controls by using Kaplan-Meier analysis with the logrank test and Cox hazard models. RESULTS: Mean ADC values were generally stable with time (mean, 5.2 ± 12.6% change from baseline). The volume of restricted diffusion increased a median of 23% from baseline by 6 months. Patients with restricted-diffusion lesions had significantly greater TTP (logrank, P = .013), TTS (logrank, P = .008), and OS (logrank, P = .010) than matched controls. When available, advanced physiologic imaging of restricted-diffusion lesions showed hypovascularity on perfusion MR imaging and decreased amino acid uptake on (18)F-FDOPA PET scans. Atypical gelatinous necrotic tissue was confirmed in the area of restricted diffusion in 1 patient. CONCLUSIONS: Restricted-diffusion lesions in malignant gliomas treated with bevacizumab are generally stable with time and are associated with improved outcomes. These results combined with physiologic imaging and histopathologic data suggest that these lesions are not consistent with aggressive tumor.


Subject(s)
Brain Neoplasms/drug therapy , Brain Neoplasms/pathology , Brain/pathology , Diffusion Magnetic Resonance Imaging/methods , Glioma/drug therapy , Glioma/pathology , Adult , Aged , Aged, 80 and over , Brain/drug effects , Female , Humans , Male , Middle Aged , Prognosis , Survival Rate , Treatment Outcome , Young Adult
8.
AJNR Am J Neuroradiol ; 33(7): 1349-55, 2012 Aug.
Article in English | MEDLINE | ID: mdl-22322613

ABSTRACT

BACKGROUND AND PURPOSE: Both IDH1 mutation and MGMT promoter methylation are associated with longer survival. We investigated the ability of imaging correlates to serve as noninvasive biomarkers for these molecularly defined GBM subtypes. MATERIALS AND METHODS: MR imaging from 202 patients with GBM was retrospectively assessed for nonenhancing tumor and edema among other imaging features. IDH1 mutational and MGMT promoter methylation status were determined by DNA sequencing and methylation-specific PCR, respectively. Overall survival was determined by using a multivariate Cox model and the Kaplan-Meier method with a log rank test. A logistic regression model followed by ROC analysis was used to classify the IDH1 mutation and methylation status by using imaging features. RESULTS: MGMT promoter methylation and IDH1 mutation were associated with longer median survival. Edema levels stratified survival for methylated but not unmethylated tumors. Median survival for methylated tumors with little/no edema was 2476 days (95% CI, 795), compared with 586 days (95% CI, 507-654) for unmethylated tumors or tumors with edema. All IDH1 mutant tumors were nCET positive, and most (11/14, 79%) were located in the frontal lobe. Imaging features including larger tumor size and nCET could be used to determine IDH1 mutational status with 97.5% accuracy, but poorly predicted MGMT promoter methylation. CONCLUSIONS: Imaging features are potentially predictive of IDH1 mutational status but were poorly correlated with MGMT promoter methylation. Edema stratifies survival in MGMT promoter methylated but not in unmethylated tumors; patients with methylated tumors with little or no edema have particularly long survival.


Subject(s)
Biomarkers, Tumor/genetics , Brain Neoplasms/diagnosis , Brain Neoplasms/genetics , DNA Modification Methylases/genetics , DNA Repair Enzymes/genetics , Glioblastoma/diagnosis , Glioblastoma/genetics , Isocitrate Dehydrogenase/genetics , Tumor Suppressor Proteins/genetics , Adult , Aged , Brain Edema/diagnosis , Brain Edema/genetics , Brain Edema/mortality , Brain Neoplasms/mortality , California/epidemiology , Comorbidity , DNA Methylation/genetics , Female , Genetic Markers/genetics , Genetic Predisposition to Disease/epidemiology , Genetic Predisposition to Disease/genetics , Glioblastoma/mortality , Humans , Incidence , Magnetic Resonance Imaging , Male , Middle Aged , Mutation/genetics , Polymorphism, Single Nucleotide/genetics , Promoter Regions, Genetic/genetics , Statistics as Topic , Survival Analysis , Survival Rate
9.
AJNR Am J Neuroradiol ; 33(6): 1059-64, 2012 Jun.
Article in English | MEDLINE | ID: mdl-22268080

ABSTRACT

BACKGROUND AND PURPOSE: ADC histogram analysis can stratify outcomes in patients with GBM treated with bevacizumab. Therefore, we compared gene expression between high-versus-low ADC tumors to identify gene expression modules that could underlie this difference and impact patient prognosis. MATERIALS AND METHODS: Up-front bevacizumab-treated patients (N = 38) with newly diagnosed glioblastoma were analyzed by using an ADC histogram approach based on enhancing tumor. Using microarrays, we compared gene expression in high-versus-low ADC tumors in patients subsequently treated with bevacizumab. Tissue sections from a subset of tumors were stained for collagen and collagen-binding proteins. Progression-free and overall survival was determined by using Cox proportional hazard ratios and the Kaplan-Meier method with the log rank test. RESULTS: A total of 13 genes were expressed at 2-fold or greater levels in high- compared with low-ADC tumors at the P < .05 level. Of these, 6 encode for collagen or collagen-binding proteins. High gene expression for the collagen-binding protein decorin was associated with shorter survival (HR, 2.5; P = .03). The pattern and degree of collagen staining were highly variable in both high- and low-ADC tumors. CONCLUSIONS: High-ADC GBMs show greater levels of ECM protein gene expression compared with low-ADC GBMs. It is unclear whether this translates to the accumulation of higher levels of the encoded proteins. However, because ECM molecules could contribute to a proinvasive phenotype, this relationship merits further investigation.


Subject(s)
Antibodies, Monoclonal, Humanized/therapeutic use , Biomarkers, Tumor/metabolism , Brain Neoplasms/drug therapy , Brain Neoplasms/metabolism , Extracellular Matrix Proteins/metabolism , Glioblastoma/diagnosis , Glioblastoma/drug therapy , Adult , Aged , Angiogenesis Inhibitors/therapeutic use , Bevacizumab , Brain Neoplasms/diagnosis , Female , Gene Expression Regulation, Neoplastic/drug effects , Glioblastoma/metabolism , Humans , Male , Middle Aged , Neoplasm Proteins/metabolism , Reproducibility of Results , Sensitivity and Specificity , Survival Rate , Tissue Distribution
10.
Neuropathol Appl Neurobiol ; 38(3): 271-91, 2012 Jun.
Article in English | MEDLINE | ID: mdl-22098029

ABSTRACT

The classification of malignant gliomas is moving from a morphology-based guide to a system built on molecular criteria. The development of a genomic landscape for gliomas and a better understanding of its functional consequences have led to the development of internally consistent molecular classifiers. However, development of a biologically insightful classification to guide therapy is still a work in progress. Response to targeted treatments is based not only on the presence of drugable targets, but rather on the molecular circuitry of the cells. Further, tumours are heterogeneous and change and adapt in response to drugs. Therefore, the challenge of developing molecular classifiers that provide meaningful ways to stratify patients for therapy remains a major challenge for the field. In this review, we examine the potential role of MGMT methylation, IDH1/2 mutations, 1p/19q deletions, aberrant epidermal growth factor receptor and PI3K pathways, abnormal p53/Rb pathways, cancer stem-cell markers and microRNAs as prognostic and predictive molecular markers in the setting of adult high-grade gliomas and we outline the clinically relevant subtypes of glioblastoma with genomic, transcriptomic and proteomic integrated analyses. Furthermore, we describe how these advances, especially in epidermal growth factor receptor/PI3K/mTOR signalling pathway, affect our approaches towards targeted therapy, raising new challenges and identifying new leads.


Subject(s)
Brain Neoplasms/pathology , Brain Neoplasms/therapy , Glioma/pathology , Glioma/therapy , Adult , Biomarkers, Tumor/metabolism , Brain Neoplasms/metabolism , Epigenomics , Glioma/metabolism , Humans , Neoplasm Grading , Signal Transduction
11.
AJNR Am J Neuroradiol ; 32(5): 882-9, 2011 May.
Article in English | MEDLINE | ID: mdl-21330401

ABSTRACT

BACKGROUND AND PURPOSE: Currently it is difficult to predict tumor response to anti-angiogenic therapy in individual patients. Our aim was to determine if ADC histogram analysis can stratify progression-free and overall survival in patients with newly diagnosed GBM treated "up-front" (ie, before tumor recurrence) with bevacizumab. MATERIALS AND METHODS: Up-front bevacizumab-treated and control patients (n = 59 and 62, respectively) with newly diagnosed GBM were analyzed by using an ADC histogram approach based on enhancing tumor. Progression-free and overall survival was determined by using Cox proportional HRs and the Kaplan-Meier method with logrank and Wilcoxon tests. RESULTS: For up-front bevacizumab-treated patients, lower ADC(L) was associated with significantly longer progression-free survival (median, 459 days for ADC(L) < 1200 versus 315 days for ADC(L) ≥ 1200 10(-6)mm(2)/s; P = .008, logrank test) and trended with longer overall survival (581 versus 429 days, P = .055). ADC values did not stratify progression-free or overall survival for patients in the control group (P = .92 and P = .22, respectively). Tumors with MGMT promoter methylation had lower ADC(L) values than unmethylated tumors (mean, 1071 versus 1183 10(-6)mm(2)/s; P = .01, 2-group t test). CONCLUSIONS: Pretreatment ADC histogram analysis can stratify progression-free survival in bevacizumab-treated patients with newly diagnosed GBM. Lower ADC is associated with tumor MGMT promoter methylation, which may, in part, account for the favorable outcome associated with low ADC(L) tumors.


Subject(s)
Antibodies, Monoclonal/therapeutic use , Brain Neoplasms/drug therapy , Brain Neoplasms/epidemiology , Diffusion Magnetic Resonance Imaging/statistics & numerical data , Glioblastoma/drug therapy , Glioblastoma/epidemiology , Neoplasm Recurrence, Local/epidemiology , Angiogenesis Inhibitors/therapeutic use , Antibodies, Monoclonal, Humanized , Bevacizumab , California/epidemiology , Data Interpretation, Statistical , Diffusion Magnetic Resonance Imaging/methods , Disease-Free Survival , Female , Humans , Male , Middle Aged , Neoplasm Recurrence, Local/prevention & control , Prevalence , Prognosis , Risk Assessment , Risk Factors , Treatment Outcome
12.
Neurology ; 73(20): 1677-80, 2009 Nov 17.
Article in English | MEDLINE | ID: mdl-19917990

ABSTRACT

BACKGROUND: Ependymoma is a rare type of glioma, representing 5% of all CNS malignancies. Radiotherapy (RT) is commonly administered, but there is no standard chemotherapy. At recurrence, ependymoma is notoriously refractory to therapy and the prognosis is poor. In recurrent glioblastoma, encouraging responses with bevacizumab have been observed. METHODS: In this Institutional Review Board-approved study, we retrospectively analyzed the records of 8 adult patients treated for recurrent ependymoma and anaplastic ependymoma with bevacizumab containing chemotherapy regimens. We determined radiographic response (Macdonald criteria), median time to progression (TTP), and median overall survival (OS; Kaplan-Meier method). RESULTS: There were 4 men and 4 women with a median age of 40 years (range, 20-65). Prior treatment included surgery (n = 8), RT (8), temozolomide (5), and carboplatin (4). Bevacizumab (5-15 mg/kg every 2-3 weeks) was administered alone (2) or concurrently with cytotoxic chemotherapy including irinotecan (3), carboplatin (2), or temozolomide (1). Six patients achieved a partial response (75%) and 1 remained stable for over 8 months. Median TTP was 6.4 months (95% confidence interval 1.4-7.4) and median OS was 9.4 months (95% confidence interval 7.0-not reached), with a median follow-up of 5.2 months among 5 surviving patients (63%). CONCLUSIONS: The radiographic response rate to bevacizumab-containing regimens is high. A prospective study is warranted.


Subject(s)
Angiogenesis Inhibitors/therapeutic use , Antibodies, Monoclonal/therapeutic use , Brain Neoplasms/drug therapy , Ependymoma/drug therapy , Neoplasm Recurrence, Local/drug therapy , Adult , Aged , Angiogenesis Inhibitors/administration & dosage , Antibodies, Monoclonal/administration & dosage , Antibodies, Monoclonal, Humanized , Bevacizumab , Brain Neoplasms/mortality , Brain Neoplasms/therapy , Disease Progression , Drug Therapy, Combination , Ependymoma/mortality , Ependymoma/therapy , Female , Follow-Up Studies , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Neoplasm Recurrence, Local/mortality , Neoplasm Recurrence, Local/therapy , Retrospective Studies , Time Factors , Treatment Outcome , Young Adult
13.
Neurology ; 72(14): 1217-22, 2009 Apr 07.
Article in English | MEDLINE | ID: mdl-19349600

ABSTRACT

OBJECTIVE: Bevacizumab has been shown to be effective in the treatment of recurrent glioblastoma in combination with chemotherapy compared with historic controls but not in randomized trials. METHODS: We conducted a retrospective analysis of patients treated for recurrent glioblastoma with bevacizumab vs a control group of patients, comparing progression-free survival (PFS) and overall survival (OS) between the two groups, and performed subgroup analysis based on age and performance status. Expression of vascular endothelial growth factor (VEGF) based on age was examined using DNA microarray analysis. We also evaluated the impact of bevacizumab on quality of life. RESULTS: We identified 44 patients who received bevacizumab and 79 patients who had not been treated with bevacizumab. There was a significant improvement in PFS and OS in the bevacizumab-treated group. Patients of older age (> or =55 years) and poor performance status (Karnofsky Performance Status < or =80) had significantly better PFS when treated with bevacizumab, and bevacizumab-treated older patients had significantly increased OS. VEGF expression was significantly higher in older glioblastoma patients (aged > or =55 years). Patients treated with bevacizumab also required less dexamethasone use and maintained their functional status longer than the control group. CONCLUSIONS: Bevacizumab in combination with chemotherapy may be a more effective treatment for recurrent glioblastoma and warrants further randomized prospective studies to determine its effect on survival. Bevacizumab also has more effect in those with older age and might reflect biologic differences in glioblastoma in different age groups as seen with the expression of vascular endothelial growth factor.


Subject(s)
Antibodies, Monoclonal/therapeutic use , Antineoplastic Agents/therapeutic use , Brain Neoplasms/drug therapy , Glioblastoma/drug therapy , Adrenal Cortex Hormones/adverse effects , Adrenal Cortex Hormones/therapeutic use , Adult , Aged , Aged, 80 and over , Aging/metabolism , Anti-Inflammatory Agents/adverse effects , Anti-Inflammatory Agents/therapeutic use , Antibodies, Monoclonal, Humanized , Bevacizumab , Brain Neoplasms/psychology , Combined Modality Therapy , Female , Glioblastoma/psychology , Humans , Male , Middle Aged , Neoplasm Recurrence, Local/drug therapy , Oligonucleotide Array Sequence Analysis , Quality of Life , Retrospective Studies , Survival , Vascular Endothelial Growth Factor A/genetics
14.
Proc Natl Acad Sci U S A ; 103(46): 17402-7, 2006 Nov 14.
Article in English | MEDLINE | ID: mdl-17090670

ABSTRACT

Glioblastoma is the most common primary malignant brain tumor of adults and one of the most lethal of all cancers. Patients with this disease have a median survival of 15 months from the time of diagnosis despite surgery, radiation, and chemotherapy. New treatment approaches are needed. Recent works suggest that glioblastoma patients may benefit from molecularly targeted therapies. Here, we address the compelling need for identification of new molecular targets. Leveraging global gene expression data from two independent sets of clinical tumor samples (n = 55 and n = 65), we identify a gene coexpression module in glioblastoma that is also present in breast cancer and significantly overlaps with the "metasignature" for undifferentiated cancer. Studies in an isogenic model system demonstrate that this module is downstream of the mutant epidermal growth factor receptor, EGFRvIII, and that it can be inhibited by the epidermal growth factor receptor tyrosine kinase inhibitor Erlotinib. We identify ASPM (abnormal spindle-like microcephaly associated) as a key gene within this module and demonstrate its overexpression in glioblastoma relative to normal brain (or body tissues). Finally, we show that ASPM inhibition by siRNA-mediated knockdown inhibits tumor cell proliferation and neural stem cell proliferation, supporting ASPM as a potential molecular target in glioblastoma. Our weighted gene coexpression network analysis provides a blueprint for leveraging genomic data to identify key control networks and molecular targets for glioblastoma, and the principle eluted from our work can be applied to other cancers.


Subject(s)
Glioblastoma/genetics , Nerve Tissue Proteins/genetics , Oncogene Proteins/genetics , Signal Transduction , Animals , Breast Neoplasms/genetics , Cells, Cultured , ELAV Proteins/genetics , ELAV-Like Protein 2 , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Humans , Mice , RNA Interference
15.
Neurology ; 66(8): 1258-60, 2006 Apr 25.
Article in English | MEDLINE | ID: mdl-16636248

ABSTRACT

Patients with recurrent gliomas (n = 14) were treated with bevacizumab and carboplatin, cpt-11, or etoposide. Follow-up MRI scans were obtained 2 to 6 weeks after initiation of treatment. Contrast-enhancing tumor shrank in 7 patients, with reductions evident in as little as 2 weeks after initiation of therapy. Treatment seemed more effective for heterogeneously enhancing tumor compared with solidly enhancing tumor.


Subject(s)
Antibodies, Monoclonal/therapeutic use , Glioma/pathology , Glioma/therapy , Adult , Aged , Antibodies, Monoclonal, Humanized , Bevacizumab , Camptothecin/analogs & derivatives , Camptothecin/therapeutic use , Carboplatin/therapeutic use , Drug Therapy, Combination , Etoposide/therapeutic use , Female , Glioma/drug therapy , Humans , Irinotecan , Magnetic Resonance Imaging , Male , Middle Aged , Neoplasm Recurrence, Local/drug therapy , Neoplasm Recurrence, Local/therapy , Vascular Endothelial Growth Factor A/antagonists & inhibitors , Vascular Endothelial Growth Factor A/immunology
16.
J Comput Assist Tomogr ; 25(4): 529-36, 2001.
Article in English | MEDLINE | ID: mdl-11473181

ABSTRACT

Short-interval scanning of patients offers a detailed understanding of the natural progression of tumor tissue, as revealed through imaging markers such as contrast enhancement and edema, prior to therapy. Following treatment, short-interval scanning can also provide evidence of attenuation of growth rates. We present a longitudinal imaging study of a patient with glioblastoma multiforme (GBM) scanned 15 times in 104 days on a 3 T MR scanner. Images were analyzed independently by two automated algorithms capable of creating detailed maps of tumor changes as well as volumetric analysis. The algorithms, a nearest-neighbor-based tissue segmentation and a surface-modeling algorithm, tracked the patient's response to temozolomide, showing an attenuation of growth. The need for surrogate imaging end-points, of which growth rates are an example, is discussed. Further, the strengths of these algorithms, the insight gained by short-interval scanning, and the need for a better understanding of imaging markers are also described.


Subject(s)
Algorithms , Brain Neoplasms/pathology , Glioblastoma/pathology , Disease Progression , Humans , Longitudinal Studies , Magnetic Resonance Imaging , Male , Middle Aged , Time Factors
17.
Radiology ; 218(3): 724-32, 2001 Mar.
Article in English | MEDLINE | ID: mdl-11230646

ABSTRACT

PURPOSE: To evaluate the cause of complications in intraarterial chemotherapy for brain tumors and validate a dosage algorithm based on arterial territory. MATERIALS AND METHODS: Four hundred sixty-two procedures were performed in 113 patients. Technique included pulsatile infusion of a chemotherapeutic agent. Dosage was calculated per hemisphere and divided per arterial territory according to a spatial dose fractionation algorithm based on the vascular territories of major cerebral arteries: middle cerebral artery, 60%; anterior cerebral artery, 20%; posterior cerebral artery, 15%; and perforator arteries, 5%. Hospital charts of all patients were retrospectively reviewed for complications, with specific attention given to the angiograms to determine a cause. Then, subgroup analysis of the chemotherapy protocol with the largest patient population was performed to evaluate predictors of complications. RESULTS: Six (1.3%) complications were asymptomatic; 12 (2.6%), transient neurologic; three (0.6%), permanent minor neurologic; three (0.6%), permanent major neurologic; and 32 (7.0%), seizures. In the subgroup analysis, the hemispheric dose administered according to the algorithm was strongly predictive of seizure and neurologic deficit. CONCLUSION: Neurotoxicity of intraarterial cerebral chemotherapy can be minimized by using pulsatile injection and the described spatial dose fractionation algorithm.


Subject(s)
Brain Neoplasms/drug therapy , Infusions, Intra-Arterial/adverse effects , Adolescent , Adult , Aged , Algorithms , Antineoplastic Agents/administration & dosage , Astrocytoma/drug therapy , Cerebral Arteries , Child , Child, Preschool , Female , Glioblastoma/drug therapy , Humans , Male , Middle Aged , Pulsatile Flow
18.
AJNR Am J Neuroradiol ; 22(1): 73-82, 2001 Jan.
Article in English | MEDLINE | ID: mdl-11158891

ABSTRACT

BACKGROUND AND PURPOSE: Two 3D image analysis algorithms, nearest-neighbor tissue segmentation and surface modeling, were applied separately to serial MR images in patients with glioblastoma multiforme (GBM). Rates of volumetric change were tracked for contrast-enhancing tumor tissue. Our purpose was to compare the two image analysis algorithms in their ability to track tumor volume relative to a manually defined standard of reference. METHODS: Three-dimensional T2-weighted and contrast-enhanced T1-weighted spoiled gradient-echo MR volumes were acquired in 10 patients with GBM. One of two protocols was observed: 1) a nearest-neighbor algorithm, which used manually determined or propagated tags and automatically segmented tissues into specific classes to determine tissue volume; or 2) a surface modeling algorithm, which used operator-defined contrast-enhancing boundaries to convert traced points into a parametric mesh model. Volumes were automatically calculated from the mesh models. Volumes determined by each algorithm were compared with the standard of reference, generated by manual segmentation of contrast-enhancing tissue in each cross section of a scan. RESULTS: Nearest-neighbor algorithm enhancement volumes were highly correlated with manually segmented volumes, as were growth rates, which were measured in terms of halving and doubling times. Enhancement volumes generated by the surface modeling algorithm were also highly correlated with the standard of reference, although growth rates were not. CONCLUSION: The nearest-neighbor tissue segmentation algorithm provides significant power in quantifying tumor volume and in tracking growth rates of contrast-enhancing tissue in patients with GBM. The surface modeling algorithm is able to quantify tumor volume reliably as well.


Subject(s)
Algorithms , Brain Neoplasms/diagnosis , Glioma/diagnosis , Magnetic Resonance Imaging , Adolescent , Adult , Aged , Aged, 80 and over , Brain Neoplasms/pathology , Cell Division , Child , Child, Preschool , Glioma/pathology , Humans , Image Processing, Computer-Assisted , Imaging, Three-Dimensional , Middle Aged , Prospective Studies
19.
J Neurooncol ; 50(3): 215-26, 2000 Dec.
Article in English | MEDLINE | ID: mdl-11263501

ABSTRACT

This study sought to correlate quantitative presurgical proton magnetic resonance spectroscopic imaging (1H-MRSI) and diffusion imaging (DI) results with quantitative histopathological features of resected glioma tissue. The primary hypotheses were (1) glioma choline signal correlates with cell density, (2) glioma apparent diffusion coefficient (ADC) correlates inversely with cell density, (3) glioma choline signal correlates with cell proliferative index. Eighteen adult glioma patients were preoperatively imaged with 1H-MRSI and DI as part of clinically-indicated MRI evaluations. Cell density and proliferative index readings were made on surgical specimens obtained at surgery performed within 12 days of the radiologic scans. The resected tissue location was identified by comparing preoperative and postoperative MRI. The tumor to contralateral normalized choline signal ratio (nCho) and the ADC from resected tumor regions were measured from the preoperative imaging data. Counts of nuclei per high power field in 5-10 fields provided a quantitative measure of cell density. MIB-1 immunohistochemistry provided an index of the proportion of proliferating cells. There was a statistically significant inverse linear correlation between glioma ADC and cell density. There was also a statistically significant linear correlation between the glioma nCho and the cell density. The nCho measure did not significantly correlate with proliferative index. The results indicate that both ADC and spectroscopic choline measures are related to glioma cell density. Therefore they may prove useful for differentiating dense cellular neoplastic lesions from those that contain large proportions of acellular necrotic space.


Subject(s)
Astrocytoma/metabolism , Brain Neoplasms/metabolism , Choline/metabolism , Magnetic Resonance Spectroscopy , Oligodendroglioma/metabolism , Adult , Aged , Astrocytoma/diagnosis , Astrocytoma/pathology , Brain Neoplasms/diagnosis , Diffusion , Echo-Planar Imaging , Female , Follow-Up Studies , Fourier Analysis , Humans , Male , Middle Aged , Oligodendroglioma/diagnosis , Protons
20.
Neurosurg Focus ; 9(6): e8, 2000 Dec 15.
Article in English | MEDLINE | ID: mdl-16817691

ABSTRACT

Dendritic cells (DCs) are antigen-presenting cells that play a central role in the initiation and modulation of antitumor immune responses. In this pilot study, we investigated the ability of autologous DCs pulsed ex vivo with allogeneic major histocompatibility complex class I-matched glioblastoma peptides to stimulate host antitumor immune responses when injected as a vaccine. A patient with recurrent brainstem glioblastoma multiforme (GBM) received a series of three intradermal immunizations of antigen-pulsed DCs on an outpatient basis following surgical debulking of her posterior fossa tumor. Dendritic cell vaccination was well tolerated, and no clinical signs of autoimmunity or experimental allergic encephalomyelitis were detected. She developed a measurable cellular immune response against the allogeneic glioblastoma peptides used in her vaccine preparation, as demonstrated by in vitro T-cell proliferation assays. In addition, increased T-cell infiltration was noted within the intracranial tumor site in the biopsy sample obtained following DC vaccination. An objective clinical response, however, was not evident, and this patient eventually died 21 months after her disease was diagnosed. To our knowledge, this is the first patient with brain cancer ever to be treated with DC-based immunotherapy. This case illustrates that vaccination with DCs pulsed with acid-eluted glioblastoma peptides is feasible and can induce systemic antigen-specific immunity in a patient with recurrent GBM. Additional studies are necessary to determine the optimum DC doses and antigen loading conditions that may translate into clinical effectiveness and survival benefit for patients with brain tumors. Phase I trials for malignant glioma are currently underway.


Subject(s)
Brain Neoplasms/therapy , Dendritic Cells/immunology , Glioblastoma/therapy , Histocompatibility Antigens Class I/immunology , Immunotherapy, Adoptive/methods , Antigens, Neoplasm/immunology , Brain Neoplasms/immunology , Brain Neoplasms/pathology , Cancer Vaccines/administration & dosage , Cancer Vaccines/immunology , Dendritic Cells/transplantation , Fatal Outcome , Female , Glioblastoma/immunology , Glioblastoma/pathology , Humans , Magnetic Resonance Imaging , Middle Aged
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