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1.
Neurology ; 100(5): e528-e542, 2023 01 31.
Artículo en Inglés | MEDLINE | ID: mdl-36307217

RESUMEN

BACKGROUND AND OBJECTIVES: The SLC35A2 gene, located at chromosome Xp11.23, encodes for a uridine diphosphate-galactose transporter. We describe clinical, genetic, neuroimaging, EEG, and histopathologic findings and assess possible predictors of postoperative seizure and cognitive outcome in 47 patients with refractory epilepsy and brain somatic SLC35A2 gene variants. METHODS: This is a retrospective multicenter study where we performed a descriptive analysis and classical hypothesis testing. We included the variables of interest significantly associated with the outcomes in the generalized linear models. RESULTS: Two main phenotypes were associated with brain somatic SLC35A2 variants: (1) early epileptic encephalopathy (EE, 39 patients) with epileptic spasms as the predominant seizure type and moderate to severe intellectual disability and (2) drug-resistant focal epilepsy (DR-FE, 8 patients) associated with normal/borderline cognitive function and specific neuropsychological deficits. Brain MRI was abnormal in all patients with EE and in 50% of those with DR-FE. Histopathology review identified mild malformation of cortical development with oligodendroglial hyperplasia in epilepsy in 44/47 patients and was inconclusive in 3. The 47 patients harbored 42 distinct mosaic SLC35A2 variants, including 14 (33.3%) missense, 13 (30.9%) frameshift, 10 (23.8%) nonsense, 4 (9.5%) in-frame deletions/duplications, and 1 (2.4%) splicing variant. Variant allele frequencies (VAFs) ranged from 1.4% to 52.6% (mean VAF: 17.3 ± 13.5). At last follow-up (35.5 ± 21.5 months), 30 patients (63.8%) were in Engel Class I, of which 26 (55.3%) were in Class IA. Cognitive performances remained unchanged in most patients after surgery. Regression analyses showed that the probability of achieving both Engel Class IA and Class I outcomes, adjusted by age at seizure onset, was lower when the duration of epilepsy increased and higher when postoperative EEG was normal or improved. Lower brain VAF was associated with improved postoperative cognitive outcome in the analysis of associations, but this finding was not confirmed in regression analyses. DISCUSSION: Brain somatic SLC35A2 gene variants are associated with 2 main clinical phenotypes, EE and DR-FE, and a histopathologic diagnosis of MOGHE. Additional studies will be needed to delineate any possible correlation between specific genetic variants, mutational load in the epileptogenic tissue, and surgical outcomes.


Asunto(s)
Epilepsia Refractaria , Epilepsia , Humanos , Epilepsia Refractaria/genética , Epilepsia Refractaria/cirugía , Epilepsia Refractaria/patología , Encéfalo/diagnóstico por imagen , Encéfalo/cirugía , Encéfalo/patología , Epilepsia/genética , Epilepsia/cirugía , Epilepsia/diagnóstico , Convulsiones/patología , Estudios Retrospectivos , Resultado del Tratamiento , Electroencefalografía
2.
Cancers (Basel) ; 13(10)2021 May 17.
Artículo en Inglés | MEDLINE | ID: mdl-34067701

RESUMEN

Proton magnetic resonance spectroscopy (1H-MRS) delivers information about the non-invasive metabolic landscape of brain pathologies. 1H-MRS is used in clinical setting in addition to MRI for diagnostic, prognostic and treatment response assessments, but the use of this radiological tool is not entirely widespread. The importance of developing automated analysis tools for 1H-MRS lies in the possibility of a straightforward application and simplified interpretation of metabolic and genetic data that allow for incorporation into the daily practice of a broad audience. Here, we report a prospective clinical imaging trial (DRKS00019855) which aimed to develop a novel MR-spectroscopy-based algorithm for in-depth characterization of brain lesions and prediction of molecular traits. Dimensional reduction of metabolic profiles demonstrated distinct patterns throughout pathologies. We combined a deep autoencoder and multi-layer linear discriminant models for voxel-wise prediction of the molecular profile based on MRS imaging. Molecular subtypes were predicted by an overall accuracy of 91.2% using a classifier score. Our study indicates a first step into combining the metabolic and molecular traits of lesions for advancing the pre-operative diagnostic workup of brain tumors and improve personalized tumor treatment.

3.
Neuroradiol J ; 34(5): 501-508, 2021 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-33928823

RESUMEN

PURPOSE: The aim of this study was the development and external validation of a logistic regression model to differentiate gliosarcoma (GSC) and glioblastoma multiforme (GBM) on standard MR imaging. METHODS: A univariate and multivariate analysis was carried out of a logistic regression model to discriminate patients histologically diagnosed with primary GSC and an age and sex-matched group of patients with primary GBM on presurgical MRI with external validation. RESULTS: In total, 56 patients with GSC and 56 patients with GBM were included. Evidence of haemorrhage suggested the diagnosis of GSC, whereas cystic components and pial as well as ependymal invasion were more commonly observed in GBM patients. The logistic regression model yielded a mean area under the curve (AUC) of 0.919 on the training dataset and of 0.746 on the validation dataset. The accuracy in the validation dataset was 0.67 with a sensitivity of 0.85 and a specificity of 0.5. CONCLUSIONS: Although some imaging criteria suggest the diagnosis of GSC or GBM, differentiation between these two tumour entities on standard MRI alone is not feasible.


Asunto(s)
Astrocitoma , Neoplasias Encefálicas , Glioblastoma , Gliosarcoma , Neoplasias Encefálicas/diagnóstico por imagen , Glioblastoma/diagnóstico por imagen , Gliosarcoma/diagnóstico por imagen , Humanos , Imagen por Resonancia Magnética
4.
Acta Neurochir (Wien) ; 163(4): 937-945, 2021 04.
Artículo en Inglés | MEDLINE | ID: mdl-33095353

RESUMEN

BACKGROUND: Glioblastoma of the corpus callosum (ccGBM) are rare tumors, with a dismal prognosis marked by a rapid clinical deterioration. For a long time, surgical treatment was not considered beneficial for most patients with such tumors. Recent studies claimed an improved survival for patients undergoing extensive resection, albeit without integration of the molecular profile of the lesions. The purpose of this study was to investigate the effect of biopsy and surgical resection on oncological and functional outcomes in patients with IDH wild-type ccGBM. METHODS: We performed a retrospective analysis of our institution's database of patients having been treated for high-grade glioma between 2005 and 2017. Inclusion criteria were defined as follows: patients older than 18 years, histopathological, and molecularly defined IDH wild-type glioma, major tumor mass (at least 2/3) invading the corpus callosum in the sagittal plane with a uni- or bilateral infiltration of the adjacent lobules. Surgical therapy (resection vs. biopsy), extent of resection according to the remaining tumor volume and adjuvant treatment as well as overall survival and functional outcome using the Karnofsky Performance Score (KPS) were analyzed. RESULTS: Fifty-five patients were included in the study, from which the mean age was 64 years and men (n = 34, 61.8%) were more often affected than women (n = 21, 38.2%). Thirty (54.5%) patients were treated with stereotactic biopsy alone, while 25 patients received tumor resection resulting in 14.5% (n = 8) gross-total resections and 30.9% (n = 17) partial resections. The 2-year survival rate after resection was 30% compared to 7% after biopsy (p = 0.047). The major benefit was achieved in the group with gross-total resection, while partial resection failed to improve survival. Neurological outcome measured by KPS did not differ between both groups either pre- or postoperatively. CONCLUSIONS: Our study suggests that in patients with corpus callosum glioblastoma, gross-total resection prolongs survival without negatively impacting neurological outcome as compared to biopsy.


Asunto(s)
Neoplasias Encefálicas/cirugía , Cuerpo Calloso/patología , Glioma/cirugía , Complicaciones Posoperatorias/epidemiología , Adulto , Anciano , Neoplasias Encefálicas/genética , Neoplasias Encefálicas/patología , Cuerpo Calloso/cirugía , Femenino , Glioma/genética , Glioma/patología , Humanos , Isocitrato Deshidrogenasa/genética , Estado de Ejecución de Karnofsky , Masculino , Persona de Mediana Edad , Procedimientos Neuroquirúrgicos/efectos adversos , Procedimientos Neuroquirúrgicos/métodos , Carga Tumoral
5.
BMC Med Imaging ; 20(1): 123, 2020 11 23.
Artículo en Inglés | MEDLINE | ID: mdl-33228567

RESUMEN

BACKGROUND: The revised 2016 WHO-Classification of CNS-tumours now integrates molecular information of glial brain tumours for accurate diagnosis as well as for the development of targeted therapies. In this prospective study, our aim is to investigate the predictive value of MR-spectroscopy in order to establish a solid preoperative molecular stratification algorithm of these tumours. We will process a 1H MR-spectroscopy sequence within a radiomics analytics pipeline. METHODS: Patients treated at our institution with WHO-Grade II, III and IV gliomas will receive preoperative anatomical (T2- and T1-weighted imaging with and without contrast enhancement) and proton MR spectroscopy (MRS) by using chemical shift imaging (MRS) (5 × 5 × 15 mm3 voxel size). Tumour regions will be segmented and co-registered to corresponding spectroscopic voxels. Raw signals will be processed by a deep-learning approach for identifying patterns in metabolic data that provides information with respect to the histological diagnosis as well patient characteristics obtained and genomic data such as target sequencing and transcriptional data. DISCUSSION: By imaging the metabolic profile of a glioma using a customized chemical shift 1H MR spectroscopy sequence and by processing the metabolic profiles with a machine learning tool we intend to non-invasively uncover the genetic signature of gliomas. This work-up will support surgical and oncological decisions to improve personalized tumour treatment. TRIAL REGISTRATION: This study was initially registered under another name and was later retrospectively registered under the current name at the German Clinical Trials Register (DRKS) under DRKS00019855.


Asunto(s)
Neoplasias Encefálicas/diagnóstico por imagen , Glioma/diagnóstico por imagen , Espectroscopía de Resonancia Magnética , Algoritmos , Neoplasias Encefálicas/genética , Glioma/genética , Humanos , Redes Neurales de la Computación , Estudios Prospectivos , Análisis de Secuencia de ARN
6.
BMC Cancer ; 20(1): 818, 2020 Aug 27.
Artículo en Inglés | MEDLINE | ID: mdl-32854646

RESUMEN

BACKGROUND: Oligodendroglioma (ODG) are CNS resistant tumors characterized by their unique molecular signature, namely a combined deletion of 1p and 19q simultaneously to an IDH1/2 mutation. These tumors have a more favorable clinical outcome compared to other gliomas and a long-time survival that ranges between 10 and 20 years. However, during the course of the disease, multiple recurrences occur and the optimal treatment at each stage of the disease remains unclear. Here we report a retrospective longitudinal observation study of 836 MRI examinations in 44 ODG patients. METHODS: We quantified the volume of T2-hyperintensity to compute growth behavior in dependence of different treatment modalities, using various computational models. RESULTS: The identified growth pattern revealed dynamic changes, which were found to be patient-specific an did not correlate with clinical parameter or therapeutic interventions. Further, we showed that, surgical resection is beneficial for overall survival regardless the WHO grad or timepoint of surgery. To improve overall survival, an extent of resection above 50% is required. Multiple resections do not generally improve overall survival, except a greater extent of resection than in previous surgeries was achieved. CONCLUSIONS: Our data aids to improve the interpretation of MRI images in clinical practice.


Asunto(s)
Astrocitoma/diagnóstico por imagen , Neoplasias Encefálicas/diagnóstico por imagen , Imagen por Resonancia Magnética/métodos , Recurrencia Local de Neoplasia/diagnóstico por imagen , Oligodendroglioma/diagnóstico por imagen , Adulto , Anciano , Anciano de 80 o más Años , Astrocitoma/genética , Neoplasias Encefálicas/genética , Deleción Cromosómica , Cromosomas Humanos Par 1/genética , Cromosomas Humanos Par 19/genética , Femenino , Estudios de Seguimiento , Humanos , Isocitrato Deshidrogenasa/genética , Estudios Longitudinales , Masculino , Persona de Mediana Edad , Mutación , Recurrencia Local de Neoplasia/genética , Estadificación de Neoplasias , Oligodendroglioma/genética , Estudios Retrospectivos
7.
Epilepsia ; 61(4): 725-734, 2020 04.
Artículo en Inglés | MEDLINE | ID: mdl-32162320

RESUMEN

OBJECTIVE: In patients with temporal lobe epilepsy (TLE) with a nonlesional and nonepileptogenic hippocampus (HC), in order to preserve functionally intact brain tissue, the HC is not resected. However, some patients experience postoperative memory decline, possibly due to disruption of the extrahippocampal memory network and secondary hippocampal volume (HV) loss. The purpose of this study was to determine the extent of hippocampal atrophy ipsilateral and contralateral to the side of the surgery and its relation to memory outcomes. METHODS: Hippocampal volume and verbal as well as visual memory performance were retrospectively examined in 55 patients (mean age ± standard deviation [SD] 30 ± 15 years, 25 female, 31 left) before and 5 months after surgery within the temporal lobe that spared the entire HC. HV was extracted based on prespecified templates, and resection volumes were also determined. RESULTS: HV loss was found both ipsilateral and contralateral to the side of surgery (P < .001). Postoperative left HV loss was a significant predictor of postoperative verbal memory deterioration after left-sided surgery (P < .01). Together with the preoperative verbal memory performance, postoperative left HV explained almost 60% of the variance (P < .0001). However, right HV was not a clear predictor of visual memory performance. Larger resection volumes were associated with smaller postoperative HV, irrespective of side of surgery (left: P < .05, right: P < .01). SIGNIFICANCE: A disruption of the memory network by any resection within the TL, especially within the language-dominant hemisphere, may lead to HC atrophy and memory decline. These findings may further improve the counseling of patients concerning their postoperative memory outcome before TL resections sparing the entire HC.


Asunto(s)
Epilepsia del Lóbulo Temporal/cirugía , Hipocampo/patología , Trastornos de la Memoria/etiología , Procedimientos Neuroquirúrgicos/efectos adversos , Complicaciones Posoperatorias/etiología , Adolescente , Adulto , Atrofia/patología , Niño , Femenino , Lateralidad Funcional , Humanos , Masculino , Trastornos de la Memoria/patología , Persona de Mediana Edad , Complicaciones Posoperatorias/patología , Estudios Retrospectivos , Lóbulo Temporal/cirugía , Adulto Joven
8.
Sci Rep ; 10(1): 96, 2020 01 09.
Artículo en Inglés | MEDLINE | ID: mdl-31919458

RESUMEN

Long-term epilepsy-associated tumors (LEATs) represent mostly benign brain tumors associated with drug-resistant epilepsy. The aim of the study was to investigate the specific transcriptional signatures of those tumors and characterize their underlying oncogenic drivers. A cluster analysis of 65 transcriptome profiles from three independent datasets resulted in four distinct transcriptional subgroups. The first subgroup revealed transcriptional activation of STAT3 and TGF-signaling pathways and contained predominantly dysembryoplastic neuroepithelial tumors (DNTs). The second subgroup was characterized by alterations in the MAPK-pathway and up-stream cascades including FGFR and EGFR-mediated signaling. This tumor cluster exclusively contained neoplasms with somatic BRAFV600E mutations and abundance of gangliogliomas (GGs) with a significantly higher recurrence rate (42%). This finding was validated by examining recurrent tumors from the local database exhibiting BRAFV600E in 90% of the cases. The third cluster included younger patients with neuropathologically diagnosed GGs and abundance of the NOTCH- and mTOR-signaling pathways. The transcript signature of the fourth cluster (including both DNTs and GGs) was related to impaired neural function. Our analysis suggests distinct oncological pathomechanisms in long-term epilepsy-associated tumors. Transcriptional activation of MAPK-pathway and BRAFV600E mutation are associated with an increased risk for tumor recurrence and malignant progression, therefore the treatment of these tumors should integrate both epileptological and oncological aspects.


Asunto(s)
Biomarcadores de Tumor/genética , Neoplasias Encefálicas/etiología , Epilepsia/complicaciones , Recurrencia Local de Neoplasia/etiología , Adolescente , Adulto , Anciano , Biomarcadores de Tumor/metabolismo , Neoplasias Encefálicas/metabolismo , Neoplasias Encefálicas/patología , Niño , Femenino , Perfilación de la Expresión Génica , Regulación Neoplásica de la Expresión Génica , Humanos , Masculino , Persona de Mediana Edad , Recurrencia Local de Neoplasia/metabolismo , Recurrencia Local de Neoplasia/patología , Pronóstico , Adulto Joven
9.
J Neurooncol ; 146(2): 381-387, 2020 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-31933259

RESUMEN

INTRODUCTION: Elderly patients constitute an expanding part of our society. Due to a continuously increasing life expectancy, an optimal quality of life is expected even into advanced age. Glioblastoma (GBM) is more common in older patients, but they are still often withheld from efficient treatment due to worry of worse tolerance and have a significantly worse prognosis compared to younger patients. Our retrospective observational study aimed to investigate the therapeutic benefit from a second resection in recurrent glioblastoma of elderly patients. MATERIALS AND METHODS: We included a cohort of 39 elderly patients (> 65 years) with a second resection as treatment option in the case of a tumor recurrence. A causal inference model was built by multiple non- and semiparametric models, which was used to identify matched patients from our elderly GBM database which comprises 538 patients. The matched cohorts were analyzed by a Cox-regression model adjusted by time-dependent covariates. RESULTS: The Cox-regression analysis showed a significant survival benefit (Hazard Ratio: 0.6, 95% CI 0.36-0.9, p-value = 0.0427) for the re-resected group (18.0 months, 95% CI 13.97-23.2 months) compared to the group without re-resection (10.1 months, 95% CI 8.09-20.9 months). No differences in the co-morbidities or hemato-oncological side effects during chemotherapy could be detected. Anesthetic- and surgical complications were rare and comparable to the complication rate of patients undergoing the first-line resection. CONCLUSION: Taken together, in elderly patients, re-resection is an acceptable treatment option in the recurrent state of a glioblastoma. The individual evaluation of the patients' medical status as well as the chances of withstanding general anesthesia needs to be done in close interdisciplinary consultation. If these requirements are met, elderly patients benefit from a re-resection.


Asunto(s)
Neoplasias Encefálicas/mortalidad , Glioblastoma/mortalidad , Recurrencia Local de Neoplasia/mortalidad , Procedimientos Neuroquirúrgicos/mortalidad , Calidad de Vida , Reoperación/mortalidad , Anciano , Neoplasias Encefálicas/patología , Neoplasias Encefálicas/cirugía , Femenino , Estudios de Seguimiento , Glioblastoma/patología , Glioblastoma/cirugía , Humanos , Masculino , Recurrencia Local de Neoplasia/patología , Recurrencia Local de Neoplasia/cirugía , Pronóstico , Reoperación/métodos , Estudios Retrospectivos , Tasa de Supervivencia
10.
World Neurosurg ; 131: e321-e328, 2019 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-31356972

RESUMEN

BACKGROUND: Anaplastic meningiomas are rare tumors with a poor prognosis, even after complete surgical resection and radiotherapy. There has been limited evidence with respect to the clinical factors and their effects on the course of the disease. Various retrospective studies have not been able to provide clear evidence of standardized treatment, usually presenting contradictory results. The aim of this study was to evaluate the prognostic factors influencing the progression-free survival (PFS) and overall survival (OS) of anaplastic meningiomas, with a particular focus on the roles of the extent of resection and postoperative adjuvant radiotherapy. METHODS: Between October 2001 and March 2016, 36 patients with anaplastic meningiomas were treated in our Department of Neurosurgery, of whom 11 underwent gross total resection (GTR) and 18 subtotal resection. Twenty-one patients received postoperative adjuvant radiotherapy, and 8 were treated with surgery alone. GTR (Simpson grades I and II) was associated with significantly improved PFS (P = 0.01) and OS (P = 0.004). Furthermore, adjuvant radiotherapy showed an improvement in PFS (P = 0.01) but not in OS (P = 0.16). CONCLUSIONS: The extent of resection in anaplastic meningiomas is correlated with a better outcome. However, resection alone is not sufficient for the long-term control of anaplastic meningiomas. Adjuvant radiotherapy is an essential component in the adjuvant treatment of anaplastic meningiomas, including for patients undergoing GTR. Further investigations through which to improve adjuvant therapy options are necessary to improve meningioma therapy.


Asunto(s)
Neoplasias Meníngeas/terapia , Meningioma/terapia , Recurrencia Local de Neoplasia/epidemiología , Procedimientos Neuroquirúrgicos , Anciano , Anaplasia , Terapia Combinada , Femenino , Humanos , Masculino , Neoplasias Meníngeas/patología , Meningioma/patología , Persona de Mediana Edad , Clasificación del Tumor , Pronóstico , Supervivencia sin Progresión , Modelos de Riesgos Proporcionales , Radioterapia Adyuvante , Estudios Retrospectivos , Tasa de Supervivencia
11.
Nat Commun ; 10(1): 2541, 2019 06 11.
Artículo en Inglés | MEDLINE | ID: mdl-31186414

RESUMEN

Reactive astrocytes evolve after brain injury, inflammatory and degenerative diseases, whereby they undergo transcriptomic re-programming. In malignant brain tumors, their function and crosstalk to other components of the environment is poorly understood. Here we report a distinct transcriptional phenotype of reactive astrocytes from glioblastoma linked to JAK/STAT pathway activation. Subsequently, we investigate the origin of astrocytic transformation by a microglia loss-of-function model in a human organotypic slice model with injected tumor cells. RNA-seq based gene expression analysis of astrocytes reveals a distinct astrocytic phenotype caused by the coexistence of microglia and astrocytes in the tumor environment, which leads to a large release of anti-inflammatory cytokines such as TGFß, IL10 and G-CSF. Inhibition of the JAK/STAT pathway shifts the balance of pro- and anti-inflammatory cytokines towards a pro-inflammatory environment. The complex interaction of astrocytes and microglia cells promotes an immunosuppressive environment, suggesting that tumor-associated astrocytes contribute to anti-inflammatory responses.


Asunto(s)
Astrocitos/metabolismo , Citocinas/metabolismo , Glioblastoma/inmunología , Microglía/metabolismo , Astrocitos/citología , Neoplasias Encefálicas/metabolismo , Línea Celular Tumoral , Perfilación de la Expresión Génica , Humanos , Mediadores de Inflamación , Quinasas Janus/metabolismo , Microglía/citología , Fenotipo , Factores de Transcripción STAT/metabolismo , Análisis de Secuencia de ARN , Transducción de Señal , Técnicas de Cultivo de Tejidos
12.
Life Sci Alliance ; 2(4)2019 08.
Artículo en Inglés | MEDLINE | ID: mdl-31249133

RESUMEN

When it comes to the human brain, models that closely mimic in vivo conditions are lacking. Living neuronal tissue is the closest representation of the in vivo human brain outside of a living person. Here, we present a method that can be used to maintain therapeutically resected healthy neuronal tissue for prolonged periods without any discernible changes in tissue vitality, evidenced by immunohistochemistry, genetic expression, and electrophysiology. This method was then used to assess glioblastoma (GBM) progression in its natural environment by microinjection of patient-derived tumor cells into cultured sections. The result closely resembles the pattern of de novo tumor growth and invasion, drug therapy response, and cytokine environment. Reactive transformation of astrocytes, as an example of the cellular nonmalignant tumor environment, can be accurately simulated with transcriptional differences similar to those of astrocytes isolated from acute GBM specimens. In a nutshell, we present a simple method to study GBM in its physiological environment, from which valuable insights can be gained. This technique can lead to further advancements in neuroscience, neuro-oncology, and pharmacotherapy.


Asunto(s)
Neoplasias Encefálicas , Glioblastoma , Técnicas de Cultivo de Tejidos/métodos , Adulto , Anciano , Anciano de 80 o más Años , Astrocitos/metabolismo , Encéfalo/citología , Encéfalo/metabolismo , Encéfalo/cirugía , Neoplasias Encefálicas/tratamiento farmacológico , Neoplasias Encefálicas/inmunología , Neoplasias Encefálicas/metabolismo , Neoplasias Encefálicas/patología , Movimiento Celular , Proliferación Celular , Femenino , Glioblastoma/tratamiento farmacológico , Glioblastoma/inmunología , Glioblastoma/metabolismo , Glioblastoma/patología , Humanos , Lactante , Masculino , Persona de Mediana Edad , Modelos Biológicos , Tejido Nervioso/citología , Tejido Nervioso/metabolismo , Tejido Nervioso/cirugía , Temozolomida/farmacología , Microambiente Tumoral
13.
BMC Cancer ; 19(1): 117, 2019 Feb 01.
Artículo en Inglés | MEDLINE | ID: mdl-30709339

RESUMEN

BACKGROUND: In recent years, PD-1/PD-L1 immune checkpoint inhibitors have improved cancer therapy in many tumor types, but no benefit of immune checkpoint therapy has been found in glioblastoma multiforme (GBM). Based on the results of our earlier work, which showed a reduction of PD-L1 expression in patients treated with temozolomide (TMZ), we aimed to investigate the link between TMZ therapy and the immune control point target PD-L1. METHODS: RNA-sequencing data from de-novo and recurrent glioblastoma were analyzed by AutoPipe algorithm. Results were confirmed either in a cell model by two primary and one established GBM cell line and specimens of de-novo and recurrent GBM. PD-L1 and pathway activation of the JAK/STAT pathway was analyzed by quantitative real-time PCR and western blot. RESULTS: We found a significant downregulation of the JAK/STAT pathway and immune response in recurrent tumors. The cell model showed an upregulation of PD-L1 after IFNγ treatment, while additional TMZ treatment lead to a reduction of PD-L1 expression and JAK/STAT pathway activation. These findings were confirmed in specimens of de-novo and recurrent glioblastoma. CONCLUSIONS: Our results suggest that TMZ therapy leads to a down-regulation of PD-L1 in primary GBM cells. These results support the clinical findings where PD-L1 is significantly reduced in recurrent GBMs. If the target is diminished, it may also lead to impaired efficacy of PD-1/PD-L1 inhibitors such as nivolumab.


Asunto(s)
Antineoplásicos Alquilantes/farmacología , Antígeno B7-H1/genética , Neoplasias Encefálicas/patología , Regulación Neoplásica de la Expresión Génica/efectos de los fármacos , Glioblastoma/patología , Temozolomida/farmacología , Antígeno B7-H1/metabolismo , Neoplasias Encefálicas/genética , Neoplasias Encefálicas/metabolismo , Línea Celular Tumoral , Perfilación de la Expresión Génica , Glioblastoma/genética , Glioblastoma/metabolismo , Humanos , Inmunohistoquímica , Interferón gamma/farmacología , Fosforilación/efectos de los fármacos , Factores de Transcripción STAT/genética , Factores de Transcripción STAT/metabolismo , Transducción de Señal/efectos de los fármacos , Transducción de Señal/genética , Células Tumorales Cultivadas
14.
Radiother Oncol ; 130: 121-131, 2019 01.
Artículo en Inglés | MEDLINE | ID: mdl-30219612

RESUMEN

BACKGROUND AND PURPOSE: GTV definition for re-irradiation treatment planning in recurrent glioblastoma (rGBM) is usually based on contrast-enhanced MRI (GdT1w-MRI) and, for an increased specificity, on amino acid PET. Diffusion-weighted (DWI) MRI and ADC maps can reveal regions of high cellularity as surrogate for active tumor. The objective of this study was to compare the localization and quality of diffusion restriction foci (GTV-ADClow) with FET-PET (GTV-PET) and GdT1w-MRI (GTV-GdT1w-MRI). MATERIAL AND METHODS: We prospectively evaluated 41 patients, who received a fractionated stereotactic re-irradiation for rGBM. GTV-PET was generated automatically (tumor-to-background ratio 1.7-1.8) and manually customized. GTV-ADClow was manually defined based on DWI data (3D diffusion gradients, b = 0, 1000 s/mm2) and parametric ADC maps. The localization of recurrence was correlated with initial GdT1w-MRI and PET data. RESULTS: In 30/41 patients, DWI-MRI showed areas with restricted diffusion (mean ADC-value 0.74 ±â€¯0.22 mm2/s). 66% of GTVs-ADClow were located outside the GdT1w-MRI volume and 76% outside increased FET uptake regions. Furthermore, GTVs-ADClow were only partially included in the high dose volume and received in mean 82% of the reference dose. An adjusted volume including GdT1w-MRI, PET-positive and restricted diffusion areas would imply a GTV increase of 48%. GTV-PET and GdT1w-MRI correlated better with the localization of re-recurrence in comparison to GTV-ADClow. CONCLUSION: Unexpectedly, GTV-ADClow overlapped only partially with FET-PET and GdT1w-MRI in rGBM. Moreover, GTV-ADClow correlated poorly with later rGBM-recurrences. Seeing as a restricted diffusion is known to correlate with hypercellularity, this imaging discrepancy could only be further explained in histopathological studies.


Asunto(s)
Neoplasias Encefálicas/radioterapia , Imagen de Difusión por Resonancia Magnética/métodos , Glioblastoma/radioterapia , Tomografía de Emisión de Positrones/métodos , Radiocirugia , Reirradiación , Carga Tumoral , Adulto , Anciano , Neoplasias Encefálicas/diagnóstico por imagen , Neoplasias Encefálicas/patología , Femenino , Glioblastoma/diagnóstico por imagen , Glioblastoma/patología , Humanos , Imagen por Resonancia Magnética/métodos , Masculino , Persona de Mediana Edad , Imagen Multimodal , Estudios Prospectivos , Tirosina/análogos & derivados
15.
J Neurooncol ; 141(1): 223-233, 2019 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-30467813

RESUMEN

PURPOSE: According to the 2016 WHO classification lower-grade gliomas consist of three groups: IDH-mutated and 1p/19q co-deleted, IDH-mutated and IDH-wildtype tumors. The aim of this study was to evaluate the impact of surgical therapy for lower-grade gliomas with a particular focus on the molecular subgroups. METHODS: This is a bi-centric retrospective analysis including 299 patients, who underwent treatment for lower-grade glioma between 1990 and 2016. All tumors were re-classified according to the 2016 WHO classification. Data concerning baseline and tumor characteristics, overall survival, different treatment modalities and functional outcome were analyzed. RESULTS: A total of 112 (37.5%) patients with IDH-mutation and 1p/19q co-deletetion, 86 (28.8%) patients with IDH-mutation and 101 (33.8%) patients with IDH-wildtype tumors were identified. The median overall survival (mOS) differed significantly between the groups (p < 0.001). Surgical resection was performed in 226 patients and showed significantly improved mOS compared to the biopsy group (p = 0.001). Gross total resection (GTR) was associated with better survival (p = 0.007) in the whole cohort as well as in the IDH-mutated and IDH-wildtype groups compared to partial resection or biopsy. IDH-wildtype patients presented a significant survival benefit after combined radio-chemotherapy compared to radio- or chemotherapy alone (p = 0.02). Good clinical status (NANO) was associated with longer OS (p = 0.001). CONCLUSION: The impact of surgical treatment on the outcome of lower-grade gliomas depends to a great extent on the molecular subtype of the tumors. Patients with more aggressive tumors (IDH-wildtype) seem to profit from more intensive treatment like GTR, multiple resections and combined radio-/chemotherapy.


Asunto(s)
Neoplasias Encefálicas/clasificación , Neoplasias Encefálicas/cirugía , Glioma/clasificación , Glioma/cirugía , Adolescente , Adulto , Neoplasias Encefálicas/genética , Niño , Deleción Cromosómica , Cromosomas Humanos Par 1/genética , Cromosomas Humanos Par 19/genética , Glioma/genética , Humanos , Isocitrato Deshidrogenasa/genética , Estimación de Kaplan-Meier , Persona de Mediana Edad , Mutación , Estudios Retrospectivos , Resultado del Tratamiento , Organización Mundial de la Salud , Adulto Joven
16.
Neuroradiol J ; 32(1): 10-16, 2019 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-30461353

RESUMEN

The aim of this study was to evaluate whether ganglioglioma (GGL), dysembryoplastic neuroepithelial tumour (DNET) and FCD (focal cortical dysplasia) are distinguishable through diffusion tensor imaging. Additionally, it was investigated whether the diffusion measures differed in the perilesional (pNAWM) and in the contralateral normal appearing white matter (cNAWM). Six GGLs, eight DNETs and seven FCDs were included in this study. Quantitative diffusion measures, that is, axial, radial and mean diffusivity and fractional anisotropy, were determined in the lesion identified on isotropic T2 or FLAIR-weighted images and in pNAWM and cNAWM, respectively. DNET differed from FCD in mean diffusivity, and GGL from FCD in radial diffusivity. Both types of glioneuronal tumours were different from pNAWM in fractional anisotropy and radial diffusivity. For identifying the tumour edges, threshold values for tumour-free tissue were investigated with receiver operating characteristic analyses: tumour could be separated from pNAWM at a threshold ≤ 0.32 (fractional anisotropy) or ≥ 0.56 (radial diffusivity) *10-3 mm2/s (area under the curve 0.995 and 0.990 respectively). While diffusion parameters of FCDs differed from cNAWM (radial diffusivity (*10-3 mm/s2): 0.74 ± 0.19 vs. 0.43 ± 0.05; corrected p-value < 0.001), the pNAWM could not be differentiated from the FCD.


Asunto(s)
Encefalopatías/diagnóstico por imagen , Imagen de Difusión Tensora/métodos , Epilepsia/diagnóstico por imagen , Ganglioglioma/diagnóstico por imagen , Malformaciones del Desarrollo Cortical de Grupo I/diagnóstico por imagen , Teratoma/diagnóstico por imagen , Sustancia Blanca/diagnóstico por imagen , Adolescente , Adulto , Anciano , Anisotropía , Encefalopatías/patología , Encefalopatías/cirugía , Niño , Medios de Contraste , Diagnóstico Diferencial , Epilepsia/patología , Epilepsia/cirugía , Femenino , Ganglioglioma/patología , Ganglioglioma/cirugía , Alemania , Humanos , Masculino , Malformaciones del Desarrollo Cortical de Grupo I/patología , Malformaciones del Desarrollo Cortical de Grupo I/cirugía , Persona de Mediana Edad , Estudios Retrospectivos , Teratoma/patología , Teratoma/cirugía , Sustancia Blanca/patología
17.
J Neurooncol ; 139(2): 431-440, 2018 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-29704080

RESUMEN

BACKGROUND: The purpose of this study is to map spatial metabolite differences across three molecular subgroups of glial tumors, defined by the IDH1/2 mutation and 1p19q-co-deletion, using magnetic resonance spectroscopy. This work reports a new MR spectroscopy based classification algorithm by applying a radiomics analytics pipeline. MATERIALS: 65 patients received anatomical and chemical shift imaging (5 × 5 × 20 mm voxel size). Tumor regions were segmented and registered to corresponding spectroscopic voxels. Spectroscopic features were computed (n = 860) in a radiomic approach and selected by a classification algorithm. Finally, a random forest machine-learning model was trained to predict the molecular subtypes. RESULTS: A cluster analysis identified three robust spectroscopic clusters based on the mean silhouette widths. Molecular subgroups were significantly associated with the computed spectroscopic clusters (Fisher's Exact test p < 0.01). A machine-learning model was trained and validated by public available MRS data (n = 19). The analysis showed an accuracy rate in the Random Forest model by 93.8%. CONCLUSIONS: MR spectroscopy is a robust tool for predicting the molecular subtype in gliomas and adds important diagnostic information to the preoperative diagnostic work-up of glial tumor patients. MR-spectroscopy could improve radiological diagnostics in the future and potentially influence clinical and surgical decisions to improve individual tumor treatment.


Asunto(s)
Neoplasias Encefálicas/diagnóstico por imagen , Encéfalo/diagnóstico por imagen , Glioma/diagnóstico por imagen , Interpretación de Imagen Asistida por Computador , Imagen por Resonancia Magnética , Espectroscopía de Resonancia Magnética , Biomarcadores de Tumor/genética , Biomarcadores de Tumor/metabolismo , Encéfalo/metabolismo , Neoplasias Encefálicas/genética , Neoplasias Encefálicas/metabolismo , Análisis por Conglomerados , Glioma/genética , Glioma/metabolismo , Humanos , Interpretación de Imagen Asistida por Computador/métodos , Isocitrato Deshidrogenasa/genética , Aprendizaje Automático , Imagen por Resonancia Magnética/métodos , Espectroscopía de Resonancia Magnética/métodos , Mutación , Estudios Prospectivos
18.
Mol Cancer Res ; 16(4): 655-668, 2018 04.
Artículo en Inglés | MEDLINE | ID: mdl-29330292

RESUMEN

The evolving and highly heterogeneous nature of malignant brain tumors underlies their limited response to therapy and poor prognosis. In addition to genetic alterations, highly dynamic processes, such as transcriptional and metabolic reprogramming, play an important role in the development of tumor heterogeneity. The current study reports an adaptive mechanism in which the metabolic environment of malignant glioma drives transcriptional reprogramming. Multiregional analysis of a glioblastoma patient biopsy revealed a metabolic landscape marked by varying stages of hypoxia and creatine enrichment. Creatine treatment and metabolism was further shown to promote a synergistic effect through upregulation of the glycine cleavage system and chemical regulation of prolyl-hydroxylase domain. Consequently, creatine maintained a reduction of reactive oxygen species and change of the α-ketoglutarate/succinate ratio, leading to an inhibition of HIF signaling in primary tumor cell lines. These effects shifted the transcriptional pattern toward a proneural subtype and reduced the rate of cell migration and invasion in vitroImplications: Transcriptional subclasses of glioblastoma multiforme are heterogeneously distributed within the same tumor. This study uncovered a regulatory function of the tumor microenvironment by metabolism-driven transcriptional reprogramming in infiltrating glioma cells. Mol Cancer Res; 16(4); 655-68. ©2018 AACR.


Asunto(s)
Neoplasias Encefálicas/genética , Creatina/farmacología , Perfilación de la Expresión Génica/métodos , Glioblastoma/genética , Metabolómica/métodos , Transducción de Señal/efectos de los fármacos , Factores de Transcripción con Motivo Hélice-Asa-Hélice Básico/metabolismo , Neoplasias Encefálicas/tratamiento farmacológico , Neoplasias Encefálicas/metabolismo , Línea Celular Tumoral , Movimiento Celular/efectos de los fármacos , Supervivencia Celular/efectos de los fármacos , Reprogramación Celular , Creatina/uso terapéutico , Regulación Neoplásica de la Expresión Génica/efectos de los fármacos , Redes Reguladoras de Genes/efectos de los fármacos , Heterogeneidad Genética , Glioblastoma/tratamiento farmacológico , Glioblastoma/metabolismo , Humanos , Análisis de Secuencia de ARN , Microambiente Tumoral/efectos de los fármacos
19.
Clin Neurol Neurosurg ; 166: 10-15, 2018 03.
Artículo en Inglés | MEDLINE | ID: mdl-29358106

RESUMEN

OBJECTIVE: The stereotactic suboccipital-transcerebellar approach is widely regarded as technically demanding requiring substantial modifications of the standard stereotactic methods thus often making a transfrontal approach preferable. In this comprehensive series we aim to present our experience with the stereotactic suboccipital-transcerebellar approach to lesions of the brainstem or cerebellum using two standard stereotactic systems. PATIENTS AND METHODS: In the period of 2000-2015 overall 80 patients (mean age 43.95 ±â€¯23.76 years) with lesions of the brainstem or cerebellum underwent stereotactic surgery for diagnostic or therapeutic purposes via a suboccipital approach. In 59 patients stereotactic surgery was performed using the Riechert-Mundinger Stereotactic Frame, the Leksell Stereotactic Frame was used in 21 patients. For both frames standard systems were used without modification. Retrospective analysis of intraoperative stereotactic technique, achievement of the predefined surgical objectives and perioperative complications was carried out. RESULTS: In this series, the stereotactic suboccipital-transcerebellar approach proved to be feasible with two standard stereotactic systems. Using either frame the predefined surgical objective was achieved in 90.0%. A verified neuropathological diagnosis was obtained in 89.6%. Minor transient perioperative complications occurred in 8.75%. There was no surgery-related permanent morbidity or mortality. CONCLUSION: In this comprehensive series the stereotactic suboccipital-transcerebellar approach using a standard stereotactic system proved to be a favorable stereotactic approach with a high diagnostic success rate and no surgery-related permanent morbidity.


Asunto(s)
Tronco Encefálico/cirugía , Cerebelo/cirugía , Imagenología Tridimensional/métodos , Lóbulo Occipital/cirugía , Técnicas Estereotáxicas , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Tronco Encefálico/diagnóstico por imagen , Cerebelo/diagnóstico por imagen , Niño , Preescolar , Femenino , Humanos , Masculino , Persona de Mediana Edad , Lóbulo Occipital/diagnóstico por imagen , Estudios Retrospectivos , Adulto Joven
20.
Neurosurgery ; 83(1): 93-103, 2018 07 01.
Artículo en Inglés | MEDLINE | ID: mdl-29106684

RESUMEN

BACKGROUND: Although frontal lobe resections account for one-third of intralobar resections in pediatric epilepsy surgery, there is a dearth of information regarding long-term seizure freedom, overall cognitive and adaptive functioning. OBJECTIVE: To identify outcome predictors and define the appropriate timing for surgery. METHODS: We retrospectively analyzed the data of 75 consecutive patients aged 10.0 ± 4.9 yr at surgery that had an 8.1 yr mean follow-up. RESULTS: Etiology comprised focal cortical dysplasia (FCD) in 71% and benign tumors in 16% cases. All patients but one had a magnetic resonance imaging-visible lesion. At last follow-up, 63% patients remained seizure-free and 37% had discontinued antiepileptic drugs. Presurgical predictors of seizure freedom were a shorter epilepsy duration, strictly regional epileptic discharges in electroencephalography (EEG), and an epileptogenic zone and/or lesion distant from eloquent cortex. Postsurgical predictors were the completeness of resection and the lack of early postoperative seizures or epileptic discharges in EEG. Higher presurgical overall cognitive and adaptive functioning was related to later epilepsy onset and to a sublobar epileptogenic zone and/or lesion. Following surgery, scores remained stable in the majority of patients. Postsurgical gains were determined by higher presurgical performance and tumors vs FCD. CONCLUSION: Our findings highlight the favorable long-term outcomes following frontal lobe epilepsy surgery in childhood and adolescence and underline the importance of early surgical intervention in selected candidates. Early postsurgical relapses and epileptic discharges in EEG constitute key markers of treatment failure and should prompt timely reevaluation. Postsurgical overall cognitive and adaptive functioning is stable in most patients, whereas those with benign tumors have higher chances of improvement.


Asunto(s)
Epilepsia del Lóbulo Frontal/cirugía , Resultado del Tratamiento , Adolescente , Corteza Cerebral/cirugía , Niño , Preescolar , Epilepsia del Lóbulo Frontal/complicaciones , Epilepsia del Lóbulo Frontal/patología , Femenino , Humanos , Masculino , Procedimientos Neuroquirúrgicos/métodos , Pronóstico , Estudios Retrospectivos , Convulsiones/etiología , Convulsiones/prevención & control , Factores de Tiempo
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