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STUDY DESIGN: Monocentric, prospective, observational study. OBJECTIVE: The clinical relevance of bacterial colonization of intervertebral discs is controversial. This study aimed to determine a possible relationship between bacterial and viral colonization and low-grade infection of the discs. METHODS: We investigated 447 disc samples from 392 patients. Microbiological culture was used to examine the samples for bacterial growth, polymerase chain reaction (PCR) was used for detection of herpes simplex virus types 1 and 2 (HSV-1, HSV-2) and Cytomegalovirus (CMV), and histopathological analysis was used to detect signs of inflammation. The results were compared between subgroups organized according to gender, age, location of the samples, surgical approach, preoperative C-reactive protein (CRP), preoperative and 6 months postoperative Oswestry Disability Index (ODI) and Neck Disability Index (NDI), and Modic changes (MC) of the corresponding endplates. Also, we assessed the occurrence of postoperative infections within 6 months. RESULTS: Microbiological culture was positive in 38.78% of the analyzed intervertebral discs. Altogether, 180 bacteria were isolated. Coagulase-negative staphylococci (CONS) (23.41%) and Cutibacterium acnes (18.05%) were the most frequently detected microorganisms. None of HSV-1, HSV-2, or CMV were detected. Male patients (p = 0.00036) and cervical segments (p = 0.00001) showed higher rates of positive culture results. Ventral surgical approaches ( p < 0.001) and Type 2 MC (p = 0.0127) were significantly associated with a positive microbiological result ( p< 0.001). Neither pre- nor postoperative ODI and NDI are associated with positive culture results. In 4 (1.02%) patients, postoperative spondylodiscitis occurred. CONCLUSIONS: With 447 segments from 392 patients, we present one of the largest studies to date. While disc degeneration caused by HSV-1, HSV-2, and CMV seems unlikely, we found positive microbiological culture results in 38.78% of all discs. The role of local skin flora and sample contamination should be the focus of further investigations. LEVEL OF EVIDENCE: III. TRIAL REGISTRATION: The study was registered at ClinicalTrials.gov (ID: NCT04712487, https://www. CLINICALTRIALS: gov/ct2/show/study/NCT04712487 ).
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Degeneração do Disco Intervertebral , Disco Intervertebral , Humanos , Disco Intervertebral/microbiologia , Disco Intervertebral/cirurgia , Degeneração do Disco Intervertebral/cirurgia , Masculino , Reação em Cadeia da Polimerase/métodos , Propionibacterium acnes , Estudos ProspectivosRESUMO
BACKGROUND: We assessed the efficacy and safety of bevacizumab (BEV) through multiple lines in patients with recurrent glioblastoma who had progressed after first-line treatment with radiotherapy, temozolomide, and BEV. PATIENTS AND METHODS: TAMIGA (NCT01860638) was a phase II, randomized, double-blind, placebo-controlled, multicenter trial in adult patients with glioblastoma. Following surgery, patients with newly diagnosed glioblastoma received first-line treatment consisting of radiotherapy plus temozolomide and BEV, followed by six cycles of temozolomide and BEV, then BEV monotherapy until disease progression (PD1). Randomization occurred at PD1 (second line), and patients received lomustine (CCNU) plus BEV (CCNU + BEV) or CCNU plus placebo (CCNU + placebo) until further disease progression (PD2). At PD2 (third line), patients continued BEV or placebo with chemotherapy (investigator's choice). The primary endpoint was survival from randomization. Secondary endpoints were progression-free survival in the second and third lines (PFS2 and PFS3) and safety. RESULTS: Of the 296 patients enrolled, 123 were randomized at PD1 (CCNU + BEV, n = 61; CCNU + placebo, n = 62). The study was terminated prematurely because of the high drop-out rate during first-line treatment, implying underpowered inferential testing. The proportion of patients receiving corticosteroids at randomization was similar (BEV 33%, placebo 31%). For the CCNU + BEV and CCNU + placebo groups, respectively, median survival from randomization was 6.4 versus 5.5 months (stratified hazard ratio [HR], 1.04; 95% confidence interval [CI], 0.69-1.59), median PFS2 was 2.3 versus 1.8 months (stratified HR, 0.70; 95% CI, 0.48-1.00), median PFS3 was 2.0 versus 2.2 months (stratified HR, 0.70; 95% CI, 0.37-1.33), and median time from randomization to a deterioration in health-related quality of life was 1.4 versus 1.3 months (stratified HR, 0.76; 95% CI, 0.52-1.12). The incidence of treatment-related grade 3 to 4 adverse events was 19% (CCNU + BEV) versus 15% (CCNU + placebo). CONCLUSION: There was no survival benefit and no detriment observed with continuing BEV through multiple lines in patients with recurrent glioblastoma. IMPLICATIONS FOR PRACTICE: Previous research suggested that there may be value in continuing bevacizumab (BEV) beyond progression through multiple lines of therapy. No survival benefit was observed with the use of BEV through multiple lines in patients with glioblastoma who had progressed after first-line treatment (radiotherapy + temozolomide + BEV). No new safety concerns arose from the use of BEV through multiple lines of therapy.
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Antineoplásicos Imunológicos/uso terapêutico , Bevacizumab/uso terapêutico , Neoplasias Encefálicas/tratamento farmacológico , Glioblastoma/tratamento farmacológico , Recidiva Local de Neoplasia/tratamento farmacológico , Adulto , Idoso , Neoplasias Encefálicas/patologia , Método Duplo-Cego , Feminino , Seguimentos , Glioblastoma/patologia , Humanos , Masculino , Pessoa de Meia-Idade , Recidiva Local de Neoplasia/patologia , Prognóstico , Taxa de SobrevidaRESUMO
Background: Primary CNS lymphoma is a highly aggressive and rare type of extranodal non-Hodgkin lymphoma. Although, new therapeutic approaches have led to improved survival, the management of the disease poses a challenge, practice patterns vary across institutions and countries, and remain ill-defined for vulnerable patient subgroups. Material and Methods: Using information from the Austrian Brain Tumor Registry we followed a population-based cohort of 189 patients newly diagnosed from 2005 to 2010 through various lines of treatment until death or last follow-up (12-31-2016). Prognostic factors and treatment-related data were integrated in a comprehensive survival analysis including conditional survival estimates. Results: We find variable patterns of first-line treatment with increasing use of rituximab and high-dose methotrexate (HDMTX)-based poly-chemotherapy after 2007, paralleled by an increase in median overall survival restricted to patients aged below 70 years. In the entire cohort, 5-year overall survival was 24.4% while 5-year conditional survival increased with every year postdiagnosis. Conclusion: In conclusion, we show that the use of poly-chemotherapy and immunotherapy has disseminated to community practice to a fair extent and survival has increased over time at least in younger patients. Annually increasing conditional survival rates provide clinicians with an adequate and encouraging prognostic measure.
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Antineoplásicos Imunológicos/uso terapêutico , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Neoplasias Encefálicas/tratamento farmacológico , Linfoma não Hodgkin/tratamento farmacológico , Adolescente , Adulto , Idoso , Áustria/epidemiologia , Neoplasias Encefálicas/mortalidade , Feminino , Seguimentos , Humanos , Linfoma não Hodgkin/mortalidade , Masculino , Metotrexato/uso terapêutico , Pessoa de Meia-Idade , Prognóstico , Intervalo Livre de Progressão , Sistema de Registros/estatística & dados numéricos , Rituximab/uso terapêutico , Análise de Sobrevida , Adulto JovemRESUMO
AIM: We aimed to characterize angiogenesis and proliferation and their correlation with clinical characteristics in a large brain metastasis (BM) series. METHODS: Ki67 proliferation index, microvascular density (MVD) and hypoxia-inducible factor 1 alpha (HIF-1 alpha) index were determined by immunohistochemistry in BM and primary tumour specimens. RESULTS: Six hundred thirty-nine BM specimens of 639 patients with lung cancer (344/639; 53.8%), breast cancer (105/639; 16.4%), melanoma (67/639; 10.5%), renal cell carcinoma (RCC; 52/639; 8.1%) or colorectal cancer (CRC; 71/639; 11.1%) were available. Specimens of the corresponding primary tumour were available in 113/639 (17.7%) cases. Median Ki67 index was highest in CRC BM and lowest in RCC BM (P < 0.001). MVD and HIF-1 alpha index were both highest in RCC BM and lowest in melanoma BM (P < 0.001). Significantly higher Ki67 indices, MVD and HIF-1 alpha indices in the BM than in matched primary tumours were observed for breast cancer, non-small cell lung cancer (NSCLC) and CRC. Correlation of tissue-based parameters with overall survival in individual tumour types showed a favourable and independent prognostic impact of low Ki67 index [hazard ratio (HR) 1.015; P < 0.001] in NSCLC BM and of low Ki67 index (HR 1.027; P = 0.008) and high angiogenic activity (HR 1.877; P = 0.002) in RCC. CONCLUSION: Our data argue for differential pathobiological and clinical relevance of Ki67 index, HIF1-alpha index and MVD between primary tumour types in BM patients. An independent prognostic impact of tissue-based characteristics was observed in patients with BM from NSCLC and RCC, supporting the incorporation of these tissue-based parameters into diagnosis-specific prognostic scores.
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Neoplasias Encefálicas/mortalidade , Neoplasias Encefálicas/secundário , Neovascularização Patológica/mortalidade , Neovascularização Patológica/patologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Neoplasias Encefálicas/irrigação sanguínea , Neoplasias da Mama/mortalidade , Neoplasias da Mama/patologia , Carcinoma de Células Renais/mortalidade , Carcinoma de Células Renais/patologia , Proliferação de Células , Neoplasias Colorretais/mortalidade , Neoplasias Colorretais/patologia , Feminino , Humanos , Subunidade alfa do Fator 1 Induzível por Hipóxia/análise , Subunidade alfa do Fator 1 Induzível por Hipóxia/biossíntese , Imuno-Histoquímica , Estimativa de Kaplan-Meier , Antígeno Ki-67/análise , Neoplasias Pulmonares/mortalidade , Neoplasias Pulmonares/patologia , Masculino , Melanoma/mortalidade , Melanoma/patologia , Pessoa de Meia-Idade , Modelos de Riscos ProporcionaisRESUMO
Glioblastoma has a poor prognosis accompanied by debilitating neurological symptoms and impaired quality of life. Effective treatment strategies are needed, beyond the current standard of care (SOC), to improve outcomes. Glioblastomas are highly vascularized with elevated levels of VEGF, representing an appropriate target for selective therapies. The role of the anti-VEGF agent bevacizumab in newly diagnosed and recurrent glioblastoma is not fully clear at this time. Although bevacizumab has demonstrated improvements in progression-free survival in newly diagnosed and recurrent glioblastoma, there remain challenges in assessing disease progression after antiangiogenic treatment. The bevacizumab mechanism of action suggests a rationale for continuing bevacizumab treatment through multiple lines of therapy, strengthened by longer progression-free and overall survival observed with bevacizumab continuation beyond progression in a Phase III study in metastatic colorectal cancer and in pooled analyses of Phase II trials in glioblastoma. A novel study (randomized, double-blind, Phase IIIb; TAMIGA [MO28347]) aims to evaluate whether continuing bevacizumab plus lomustine (as second-line therapy) and SOC (third line and beyond) improves survival compared with placebo plus lomustine and then placebo plus SOC in patients with glioblastoma who progressed after first-line bevacizumab plus SOC.
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Anticorpos Monoclonais Humanizados/uso terapêutico , Neoplasias Encefálicas/tratamento farmacológico , Glioblastoma/tratamento farmacológico , Inibidores da Angiogênese/uso terapêutico , Bevacizumab , Neoplasias Encefálicas/patologia , Intervalo Livre de Doença , Método Duplo-Cego , Glioblastoma/patologia , Humanos , Taxa de SobrevidaRESUMO
Recently, integrated genomewide analyses have revealed several glioblastoma (GB) subtypes, which differ in terms of key pathogenetic pathways and point to different cells of origin. Even though the proneural and mesenchymal GB signatures evolved as most robust, there is no consensus on the exact number of subtypes and defining criteria. Moreover, important issues concerning within-tumor heterogeneity and class-switching upon recurrence remain to be addressed. Early evidence indicates an association of different GB subtypes with patient outcome and response to therapy, which argues for the implementation of molecular GB subtyping, and consideration of GB subtypes in subsequent patient management. As genome-wide analyses are not routinely available to the majority of neuropathology laboratories, first attempts to implement immunohistochemical testing of surrogate markers are underway. However, so far, confirmatory studies are lacking and there is no consensus on which markers to use. Further, the rationale for testing is compromised from a clinical point of view by a lack of effective therapies for individual GB subtypes. Thus, incorporation of genomic research findings as a basis for GB patient management and clinical decision making currently remains a perspective for the future.
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BACKGROUND AND OBJECTIVES: In high-grade glioma (HGG) surgery, intraoperative MRI (iMRI) has traditionally been the gold standard for maximizing tumor resection and improving patient outcomes. However, recent Level 1 evidence juxtaposes the efficacy of iMRI and 5-aminolevulinic acid (5-ALA), questioning the continued justification of iMRI because of its associated costs and extended surgical duration. Nonetheless, drawing from our clinical observations, we postulated that a subset of intricate HGGs may continue to benefit from the adjunctive application of iMRI. METHODS: In a prospective study of 73 patients with HGG, 5-ALA was the primary technique for tumor delineation, complemented by iMRI to detect residual contrast-enhanced regions. Suboptimal 5-ALA efficacy was defined when (1) iMRI detected contrast-enhanced remnants despite 5-ALA's indication of a gross total resection or (2) surgeons observed residual fluorescence, contrary to iMRI findings. Radiomic features from preoperative MRIs were extracted using a U2-Net deep learning algorithm. Binary logistic regression was then used to predict compromised 5-ALA performance. RESULTS: Resections guided solely by 5-ALA achieved an average removal of 93.14% of contrast-enhancing tumors. This efficacy increased to 97% with iMRI integration, albeit not statistically significant. Notably, for tumors with suboptimal 5-ALA performance, iMRI's inclusion significantly improved resection outcomes (P-value: .00013). The developed deep learning-based model accurately pinpointed these scenarios, and when enriched with radiomic parameters, showcased high predictive accuracy, as indicated by a Nagelkerke R2 of 0.565 and a receiver operating characteristic of 0.901. CONCLUSION: Our machine learning-driven radiomics approach predicts scenarios where 5-ALA alone may be suboptimal in HGG surgery compared with its combined use with iMRI. Although 5-ALA typically yields favorable results, our analyses reveal that HGGs characterized by significant volume, complex morphology, and left-sided location compromise the effectiveness of resections relying exclusively on 5-ALA. For these intricate cases, we advocate for the continued relevance of iMRI.
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Brain metastases (BM) are frequent and carry a dismal prognosis. BRAF V600E mutations are found in a broad range of tumor types and specific inhibitors targeting BRAF V600E protein exist. We analyzed tumoral BRAF V600E-mutant protein expression using the novel mutation-specific antibody VE1 in a series of 1,120 tumor specimens (885 BM, 157 primary tumors, 78 extra-cranial metastases) of 874 BM patients. In 85 cases, we performed validation of immunohistochemical results by BRAF exon 15 gene sequencing. BRAF V600E protein was expressed in BM of 42/76 (55.3%) melanomas, 1/15 (6.7%) ovarian cancers, 4/72 (5.5%) colorectal cancers, 1/355 (0.3%) lung cancers, 2/6 thyroid cancers and 1/2 choriocarcinomas. BRAF V600E expression showed high intra-tumoral homogeneity and was similar in different tumor manifestations of individual patients. VE1 immunohistochemistry and BRAF exon 15 sequencing were congruent in 68/70 (97.1%) cases, but VE1 immunostaining identified small BRAF V600E expressing tumor cell aggregates in 10 cases with inconclusive genetic results. Melanoma patients with BRAF V600E mutant protein expressing tumors were significantly younger at diagnosis of the primary tumor and at operation of BM than patients with non-mutated tumors. In conclusion, expression of BRAF V600E mutant protein occurs in approximately 6% of BM and is consistent in different tumor manifestations of the same patient. Thus, BRAF V600E inhibiting therapies seem feasible in selected BM patients. Immunohistochemical visualization of V600E-mutant BRAF protein is a promising tool for patient stratification. An integrated approach combining both, VE1 immunohistochemistry and genetic analysis may increase the diagnostic accuracy of BRAF mutation analysis.
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Neoplasias Encefálicas/genética , Neoplasias Encefálicas/secundário , Predisposição Genética para Doença/genética , Mutação Puntual , Proteínas Proto-Oncogênicas B-raf/genética , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Neoplasias Encefálicas/patologia , Feminino , Ácido Glutâmico/genética , Células HEK293 , Humanos , Imuno-Histoquímica/métodos , Masculino , Pessoa de Meia-Idade , Mutação Puntual/genética , Mutação Puntual/imunologia , Proteínas Proto-Oncogênicas B-raf/biossíntese , Proteínas Proto-Oncogênicas B-raf/imunologia , Valina/genética , Adulto JovemRESUMO
INTRODUCTION: Adult brainstem gliomas (BSGs) are rare central nervous system tumours characterized by a highly heterogeneous clinical course. Median survival times range from 11 to 84 months. Beyond surgery, no treatment standard has been established. We investigated clinical and radiological data to assess prognostic features providing support for treatment decisions. METHODS: 34 BSG patients treated between 2000 and 2019 and aged ≥ 18 years at the time of diagnosis were retrospectively identified from the databases of the two largest Austrian Neuro-Oncology centres. Clinical data including baseline characteristics, clinical disease course, applied therapies, the outcome as well as neuroradiological and neuropathological findings were gathered and analysed. The tumour apparent diffusion coefficient (ADC), volumetry of contrast-enhancing and non-contrast-enhancing lesions were determined on magnetic resonance imaging scans performed at diagnosis. RESULTS: The median age at diagnosis was 38.5 years (range 18-71 years). Tumour progression occurred in 26/34 (76.5%) patients after a median follow up time of 19 months (range 0.9-236.2). Median overall survival (OS) and progression-free survival (PFS) was 24.1 months (range 0.9-236.2; 95% CI 18.1-30.1) and 14.5 months (range 0.7-178.5; 95% CI 5.1-23.9), respectively. Low-performance status, high body mass index (BMI) at diagnosis and WHO grading were associated with shorter PFS and OS at univariate analysis (p < 0.05, log rank test, respectively). ADC values below the median were significantly associated with shorter OS (14.9 vs 44.2 months, p = 0.018). CONCLUSION: ECOG, BMI, WHO grade and ADC values were associated with the survival prognosis of BSG patients and should be included in the prognostic assessment.
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Neoplasias Encefálicas , Glioma , Adolescente , Adulto , Idoso , Neoplasias Encefálicas/patologia , Tronco Encefálico/patologia , Glioma/diagnóstico por imagem , Glioma/terapia , Humanos , Pessoa de Meia-Idade , Prognóstico , Estudos Retrospectivos , Centros de Atenção Terciária , Adulto JovemRESUMO
PURPOSE: The treatment of oligodendroglioma consists of tumor resection and radiochemotherapy. The timing of radiochemotherapy remains unclear, and predictive biomarkers are limited. EXPERIMENTAL DESIGN: Adult patients diagnosed with isocitrate dehydrogenase (IDH)-mutated, 1p/19q-codeleted CNS WHO grade 2 and 3 oligodendroglioma at the Medical University of Vienna and the Kepler University Hospital Linz (Austria) in 1992 to 2019 were included. Progression-free (PFS) and overall survival (OS) between early postoperative treatment and initial observation were compared using propensity score-weighted Cox regression models. DNA methylation analysis of tumor tissue was performed using Illumina MethylationEPIC 850k microarrays. RESULTS: One hundred thirty-one out of 201 (65.2%) patients with CNS WHO grade 2 and 70 of 201 (34.8%) with grade 3 oligodendroglioma were identified. Eighty-three of 201 (41.3%) patients underwent early postoperative treatment, of whom 56 of 83 (67.5%) received radiochemotherapy, 15 of 84 (18.1%) radiotherapy (RT) only and 12 of 83 (14.5%) chemotherapy only. Temozolomide-based treatment was administered to 64 of 68 (94.1%) patients, whereas RT + procarbazine, lomustine (CCNU), and vincristine (PCV) were applied in 2 of 69 (3.5%) patients. Early treatment was not associated with PFS [adjusted hazard ratio (HR) 0.74; 95% CI, 0.33-1.65, P = 0.459] or OS (adjusted HR: 2.07; 95% CI, 0.52-8.21, P = 0.302) improvement. Unsupervised clustering analysis of DNA methylation profiles from patients receiving early treatment revealed two methylation clusters correlating with PFS, whereas no association of clustering with O6-methylguanine methyltransferase (MGMT) promoter methylation, CNS WHO grade, extent of resection, and treating center could be observed. CONCLUSIONS: In this retrospective study, early postoperative treatment was not associated with improved PFS/OS in oligodendroglioma. The potentially predictive value of whole-genome methylation profiling should be validated in prospective trials.
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Neoplasias Encefálicas , Oligodendroglioma , Adulto , Neoplasias Encefálicas/tratamento farmacológico , Neoplasias Encefálicas/terapia , Metilação de DNA , Humanos , Isocitrato Desidrogenase/genética , Lomustina , Metiltransferases/genética , Oligodendroglioma/genética , Oligodendroglioma/cirurgia , Procarbazina/uso terapêutico , Estudos Prospectivos , Estudos Retrospectivos , Temozolomida/uso terapêutico , Vincristina , Organização Mundial da SaúdeRESUMO
Introduction: In this post hoc analysis we compared various response-assessment criteria in newly diagnosed glioblastoma (GB) patients treated with tumor lysate-charged autologous dendritic cells (Audencel) and determined the differences in prediction of progression-free survival (PFS) and overall survival (OS). Methods: 76 patients enrolled in a multicenter phase II trial receiving standard of care (SOC, n = 40) or SOC + Audencel vaccine (n = 36) were included. MRI scans were evaluated using MacDonald, RANO, Vol-RANO, mRANO, Vol-mRANO and iRANO criteria. Tumor volumes (T1 contrast-enhancing as well as T2/FLAIR volumes) were calculated by semiautomatic segmentation. The Kruskal-Wallis-test was used to detect differences in PFS among the assessment criteria; for correlation analysis the Spearman test was used. Results: There was a significant difference in median PFS between mRANO (8.6 months) and Vol-mRANO (8.6 months) compared to MacDonald (4.0 months), RANO (4.2 months) and Vol-RANO (5.4 months). For the vaccination arm, median PFS by iRANO was 6.2 months. There was no difference in PFS between SOC and SOC + Audencel. The best correlation between PFS/OS was detected for mRANO (r = 0.65) and Vol-mRANO (r = 0.69, each p < 0.001). A total of 16/76 patients developed a pure T2/FLAIR progressing disease, and 4/36 patients treated with Audencel developed pseudoprogression. Conclusion: When comparing different response-assessment criteria in GB patients treated with dendritic cell-based immunotherapy, the best correlation between PFS and OS was observed for mRANO and Vol-mRANO. Interestingly, iRANO was not superior for predicting OS in patients treated with Audencel.
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BACKGROUND: No systemic treatment has been established for meningioma progressing after local therapies. METHODS: This randomized, multicenter, open-label, phase II study included adult patients with recurrent WHO grade 2 or 3 meningioma. Patients were 2:1 randomly assigned to intravenous trabectedin (1.5 mg/m2 every 3 weeks) or local standard of care (LOC). The primary endpoint was progression-free survival (PFS). Secondary endpoints comprised overall survival (OS), objective radiological response, safety, quality of life (QoL) assessment using the QLQ-C30 and QLQ-BN20 questionnaires, and we performed tissue-based exploratory molecular analyses. RESULTS: Ninety patients were randomized (n = 29 in LOC, n = 61 in trabectedin arm). With 71 events, median PFS was 4.17 months in the LOC and 2.43 months in the trabectedin arm (hazard ratio [HR] = 1.42; 80% CI, 1.00-2.03; P = .294) with a PFS-6 rate of 29.1% (95% CI, 11.9%-48.8%) and 21.1% (95% CI, 11.3%-32.9%), respectively. Median OS was 10.61 months in the LOC and 11.37 months in the trabectedin arm (HR = 0.98; 95% CI, 0.54-1.76; P = .94). Grade ≥3 adverse events occurred in 44.4% of patients in the LOC and 59% of patients in the trabectedin arm. Enrolled patients had impeded global QoL and overall functionality and high fatigue before initiation of systemic therapy. DNA methylation class, performance status, presence of a relevant co-morbidity, steroid use, and right hemisphere involvement at baseline were independently associated with OS. CONCLUSIONS: Trabectedin did not improve PFS and OS and was associated with higher toxicity than LOC treatment in patients with non-benign meningioma. Tumor DNA methylation class is an independent prognostic factor for OS.
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Neoplasias Encefálicas , Neoplasias Meníngeas , Meningioma , Adulto , Neoplasias Encefálicas/induzido quimicamente , Neoplasias Encefálicas/tratamento farmacológico , Intervalo Livre de Doença , Humanos , Neoplasias Meníngeas/tratamento farmacológico , Meningioma/tratamento farmacológico , Qualidade de Vida , Trabectedina/efeitos adversos , Trabectedina/uso terapêutico , Organização Mundial da SaúdeRESUMO
Although machine learning (ML) has shown promise across disciplines, out-of-sample generalizability is concerning. This is currently addressed by sharing multi-site data, but such centralization is challenging/infeasible to scale due to various limitations. Federated ML (FL) provides an alternative paradigm for accurate and generalizable ML, by only sharing numerical model updates. Here we present the largest FL study to-date, involving data from 71 sites across 6 continents, to generate an automatic tumor boundary detector for the rare disease of glioblastoma, reporting the largest such dataset in the literature (n = 6, 314). We demonstrate a 33% delineation improvement for the surgically targetable tumor, and 23% for the complete tumor extent, over a publicly trained model. We anticipate our study to: 1) enable more healthcare studies informed by large diverse data, ensuring meaningful results for rare diseases and underrepresented populations, 2) facilitate further analyses for glioblastoma by releasing our consensus model, and 3) demonstrate the FL effectiveness at such scale and task-complexity as a paradigm shift for multi-site collaborations, alleviating the need for data-sharing.
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Big Data , Glioblastoma , Humanos , Aprendizado de Máquina , Doenças Raras , Disseminação de InformaçãoRESUMO
BACKGROUND: Patients with recurrent high-grade glioma (HGG) have a poor prognosis and there is no defined standard of care. High levels of vascular endothelial growth factor (VEGF) expressed in HGG make the anti-VEGF monoclonal antibody bevacizumab (BEV) of particular interest. PATIENTS AND METHODS: In an ongoing registry data were collected from patients who have received BEV for the treatment of recurrent HGG. The primary objective was the identification of any clinical benefit as assessed by change in Karnofsky Performance Score (KPS), decreased steroid use and duration of treatment. RESULTS: Two hundred and twenty-five patients with HGG were included (176 glioblastoma; 49 anaplastic glioma; median age 52 years). KPS improved in 10% of patients and remained stable in 68%. Steroids were stopped in 37.6% of patients. Median duration of treatment was 5.5 months; 19.1% of patients were treated for more than 12 months. Median overall survival from beginning of BEV treatment was 8.5 months. At the time of analysis, 169 patients (75.1%) had died and 56 patients (24.9%) were alive. Only 21 patients (9.3%) discontinued treatment due to toxicity. CONCLUSIONS: Our data reveal valuable palliation with preservation of KPS and an option for steroid withdrawal in patients treated with BEV, supporting the role of this therapy in late-stage disease.
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Anticorpos Monoclonais/uso terapêutico , Neoplasias Encefálicas/diagnóstico , Neoplasias Encefálicas/tratamento farmacológico , Glioma/diagnóstico , Glioma/tratamento farmacológico , Adulto , Idoso , Inibidores da Angiogênese/uso terapêutico , Anticorpos Monoclonais Humanizados , Bevacizumab , Neoplasias Encefálicas/mortalidade , Neoplasias Encefálicas/patologia , Ensaios Clínicos como Assunto , Feminino , Glioma/mortalidade , Glioma/patologia , Humanos , Masculino , Pessoa de Meia-Idade , Prognóstico , Recidiva , Sistema de Registros , Padrão de Cuidado , Resultado do Tratamento , Adulto JovemRESUMO
SYSTEMIC THERAPY IN PATIENTS WITH RELAPSED GLIOBLASTOMA: For patients with relapsed GBM there is currently no standard systemic therapy. TEMOZOLOMIDE RECHALLENGE: Wick et al. treated 64 patients with TMZ 150 mg/m(2), one week on, one week off and observed PFS-6 of 43.8%, and OAS of 8.4 months after the diagnosis of relapse. Strik et al. reported on 13 patients treated 5 days in a week and observed a PFS-6 of 39%, OAS of 7.8 months, Perry et al. reported on 50 mg/m(2). BEVACIZUMAB: Vredenburgh et al. reported prospectively rapid symptomatic relief, PFS-6 of 46% and OAS of 8 months in 35 patients with relapsed GBM. The BRAIN study evaluated 167 patients with Avastin/Irinotecan vs. Avastin alone in patients with relapsed GBM, showing PFS-6 of 50 vs. 42% and OAS of 8.7 vs. 9.2 months. EXPERIMENTAL TREATMENT: More than 40 drugs are currently investigated in patients with relapsed gliomas. BEST SUPPORTIVE CARE: Should be part of all interactions with a neuro-oncologist. CONCLUSIONS: Thorough consideration of the individual patient's characteristics to evaluate the best fitted treatment is warranted, preferentially in the context of an interdisciplinary tumour board.
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Antineoplásicos/uso terapêutico , Neoplasias Encefálicas/tratamento farmacológico , Medicina Baseada em Evidências , Glioblastoma/tratamento farmacológico , Recidiva Local de Neoplasia/tratamento farmacológico , Anticorpos Monoclonais/efeitos adversos , Anticorpos Monoclonais/uso terapêutico , Anticorpos Monoclonais Humanizados , Antineoplásicos/efeitos adversos , Antineoplásicos Alquilantes/efeitos adversos , Antineoplásicos Alquilantes/uso terapêutico , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Bevacizumab , Neoplasias Encefálicas/mortalidade , Neoplasias Encefálicas/patologia , Terapia Combinada , Dacarbazina/efeitos adversos , Dacarbazina/análogos & derivados , Dacarbazina/uso terapêutico , Drogas em Investigação/efeitos adversos , Drogas em Investigação/uso terapêutico , Glioblastoma/mortalidade , Glioblastoma/patologia , Humanos , Recidiva Local de Neoplasia/mortalidade , Recidiva Local de Neoplasia/patologia , Cuidados Paliativos , Retratamento , Taxa de Sobrevida , TemozolomidaRESUMO
PURPOSE: The aim of this study was to evaluate the clinical value of the use of O-(2-[(18)F]fluoroethyl)-L: -tyrosine (FET) positron emission tomography (PET)/computed tomography (CT) in patients of a neurological clinic for evaluation of brain lesions newly diagnosed by magnetic resonance imaging (MRI). METHODS: We evaluated 88 patients (44 women and 44 men) with a mean age of 50 +/- 19 years who were sent consecutively for evaluation of an intracerebral mass or lesion observed by MRI from 2006 to 2008. Hospitalization was necessary due to neurological clinical symptoms. Images were obtained by PET/CT 30 min after i.v. injection of 185 MBq FET. Coregistration with MRI was done by HERMES workstation. RESULTS: FET uptake above the cortical level was observed in 60 patients. Neurosurgery was performed in 60 patients (51 with FET-positive imaging); 36 high-grade and 19 low-grade tumours were verified histologically. The sensitivity of FET PET for high-grade tumours (WHO III-IV) was 94% in this setting. Among the low-grade brain tumours (WHO I-II) 13 of 19 were FET positive, which indicates a sensitivity of 68%. Five of ten (50%) astrocytomas I and II could not be visualized by FET. Histological data were not provided for 28 of 88 patients, so the diagnostic approach is based upon longitudinal observation. Radiological and/or clinical control was done at a median of 7 months later. Three patients (all FET positive) died a few months after the examination because of rapid progression of the malignant brain tumour. A malignant entity could be excluded in the other 25 patients. Considering the whole cohort of 88 patients, 43 patients with malignant tumour could be identified, including high-grade glioma, intracerebral lymphoma (n = 1) and metastasis (n = 3). The sensitivity of FET PET for detecting a malignant tumour entity was 93%. We observed two false-positive cases with postischaemic lesions. Remarkably, the two patients with cerebral gliomatosis were false-negative on FET PET imaging. The negative predictive value for a malignant entity was calculated to be 89%. CONCLUSION: Our results indicate a high sensitivity of FET PET for detecting high-grade glioma in patients with neurological symptoms and recently observed brain lesions by MRI. In the setting of evaluating new brain lesions of unknown significance via FET PET a negative image can encourage a wait and see strategy-of course in accordance with the clinical picture and morphological imaging.
Assuntos
Neoplasias Encefálicas/diagnóstico por imagem , Tomografia por Emissão de Pósitrons/métodos , Tirosina/análogos & derivados , Adulto , Idoso , Neoplasias Encefálicas/patologia , Feminino , Fluordesoxiglucose F18 , Humanos , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Radiografia , Estudos RetrospectivosRESUMO
Background: Meningiomas are mostly benign tumors tending to progress to higher-grade lesions. Mutations in the telomerase reverse transcriptase (TERT) gene promoter are comparably rare in meningioma, but were recently suggested to predict risk of recurrence and progression. Here we have analyzed a cohort of World Health Organization grades I-III meningiomas regarding the impact of TERT promoter mutations on patient prognosis and in vitro cell propagation feasibility. Methods: From 110 meningioma patients, 128 tissue samples were analyzed for the TERT promoter mutations C228T and C250T by direct sequencing. Of the 128 samples, 121 were tested for cell propagation in vitro. Telomerase activity, TERT mRNA expression, and telomere lengths were investigated by telomeric repeat amplification protocol assay, reverse transcription PCR, and quantitative PCR, respectively. Impact of the E-twenty-six (ETS) transcription factor inhibitor YK-4-279 on cell viability and TERT promoter activity was analyzed. Results: TERT promoter mutations were found in 5.5% of all samples analyzed and were associated with a significantly upregulated telomerase activity and TERT mRNA expression (P < 0.0001 both). Regarding telomere lengths, no significant difference between the TERT promoter wild-type and mutated subgroups was detected. Patients with TERT promoter mutated tumors exhibited significantly shorter overall survival (P = 0.0006; 53.8 vs 115.6 mo). The presence of TERT promoter mutations but not telomerase activity or TERT mRNA expression predicted indefinite cell growth in vitro. TERT promoter mutated meningioma cells were hypersensitive against the ETS transcription factor inhibitor YK-4-279, inducing a distinct downregulation of TERT promoter activity. Conclusion: TERT promoter mutations drive meningioma aggressiveness, resulting in reduced patient survival, but might also open novel therapeutic options for progressive disease.
Assuntos
Biomarcadores Tumorais/genética , Neoplasias Meníngeas/patologia , Meningioma/patologia , Mutação , Recidiva Local de Neoplasia/patologia , Regiões Promotoras Genéticas , Telomerase/genética , Linhagem Celular Transformada , Seguimentos , Humanos , Indóis , Neoplasias Meníngeas/genética , Neoplasias Meníngeas/cirurgia , Meningioma/genética , Meningioma/cirurgia , Pessoa de Meia-Idade , Recidiva Local de Neoplasia/genética , Recidiva Local de Neoplasia/cirurgia , Prognóstico , Taxa de Sobrevida , Células Tumorais CultivadasRESUMO
Dendritic cells (DCs) are antigen-presenting cells that are capable of priming anti-tumor immune responses, thus serving as attractive tools to generate tumor vaccines. In this multicentric randomized open-label phase II study, we investigated the efficacy of vaccination with tumor lysate-charged autologous DCs (Audencel) in newly diagnosed glioblastoma multiforme (GBM). Patients aged 18 to 70 years with histologically proven primary GBM and resection of at least 70% were randomized 1:1 to standard of care (SOC) or SOC plus vaccination (weekly intranodal application in weeks seven to 10, followed by monthly intervals). The primary endpoint was progression-free survival at 12 months. Secondary endpoints were overall survival, safety, and toxicity. Seventy-six adult patients were analyzed in this study. Vaccinations were given for seven (3â»20) months on average. No severe toxicity was attributable to vaccination. Seven patients showed flu-like symptoms, and six patients developed local skin reactions. Progression-free survival at 12 months did not differ significantly between the control and vaccine groups (28.4% versus 24.5%, p = 0.9975). Median overall survival was similar with 18.3 months (vaccine: 564 days, 95% CI: 436â»671 versus control: 568 days, 95% CI: 349â»680; p = 0.89, harzard ratio (HR) 0.99). Hence, in this trial, the clinical outcomes of patients with primary GBM could not be improved by the addition of Audencel to SOC.