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1.
Eur J Nucl Med Mol Imaging ; 51(8): 2371-2381, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38396261

ABSTRACT

PURPOSE: According to the World Health Organization classification for tumors of the central nervous system, mutation status of the isocitrate dehydrogenase (IDH) genes has become a major diagnostic discriminator for gliomas. Therefore, imaging-based prediction of IDH mutation status is of high interest for individual patient management. We compared and evaluated the diagnostic value of radiomics derived from dual positron emission tomography (PET) and magnetic resonance imaging (MRI) data to predict the IDH mutation status non-invasively. METHODS: Eighty-seven glioma patients at initial diagnosis who underwent PET targeting the translocator protein (TSPO) using [18F]GE-180, dynamic amino acid PET using [18F]FET, and T1-/T2-weighted MRI scans were examined. In addition to calculating tumor-to-background ratio (TBR) images for all modalities, parametric images quantifying dynamic [18F]FET PET information were generated. Radiomic features were extracted from TBR and parametric images. The area under the receiver operating characteristic curve (AUC) was employed to assess the performance of logistic regression (LR) classifiers. To report robust estimates, nested cross-validation with five folds and 50 repeats was applied. RESULTS: TBRGE-180 features extracted from TSPO-positive volumes had the highest predictive power among TBR images (AUC 0.88, with age as co-factor 0.94). Dynamic [18F]FET PET reached a similarly high performance (0.94, with age 0.96). The highest LR coefficients in multimodal analyses included TBRGE-180 features, parameters from kinetic and early static [18F]FET PET images, age, and the features from TBRT2 images such as the kurtosis (0.97). CONCLUSION: The findings suggest that incorporating TBRGE-180 features along with kinetic information from dynamic [18F]FET PET, kurtosis from TBRT2, and age can yield very high predictability of IDH mutation status, thus potentially improving early patient management.


Subject(s)
Glioma , Isocitrate Dehydrogenase , Magnetic Resonance Imaging , Mutation , Positron-Emission Tomography , Receptors, GABA , Humans , Female , Receptors, GABA/genetics , Receptors, GABA/metabolism , Male , Middle Aged , Isocitrate Dehydrogenase/genetics , Positron-Emission Tomography/methods , Glioma/diagnostic imaging , Glioma/genetics , Adult , Brain Neoplasms/diagnostic imaging , Brain Neoplasms/genetics , Aged , Tyrosine/analogs & derivatives , Image Processing, Computer-Assisted , Radiomics
2.
Acta Neuropathol Commun ; 12(1): 1, 2024 01 02.
Article in English | MEDLINE | ID: mdl-38167307

ABSTRACT

The growing recognition of a dichotomous role of astrocytes in neurodegenerative processes has heightened the need for unraveling distinct astrocytic subtypes in neurological disorders. In multiple system atrophy (MSA), a rare, rapidly progressing atypical Parkinsonian disease characterized by increased astrocyte reactivity. However the specific contribution of astrocyte subtypes to neuropathology remains elusive. Hence, we first set out to profile glial fibrillary acidic protein levels in astrocytes across the human post mortem motor cortex, putamen, and substantia nigra of MSA patients and observed an overall profound astrocytic response. Matching the post mortem human findings, a similar astrocytic phenotype was present in a transgenic MSA mouse model. Notably, MSA mice exhibited a decreased expression of the glutamate transporter 1 and glutamate aspartate transporter in the basal ganglia, but not the motor cortex. We developed an optimized astrocyte isolation protocol based on magnetic-activated cell sorting via ATPase Na+/K+ transporting subunit beta 2 and profiled the transcriptomic landscape of striatal and cortical astrocytes in transgenic MSA mice. The gene expression profile of astrocytes in the motor cortex displayed an anti-inflammatory signature with increased oligodendroglial and pro-myelinogenic expression pattern. In contrast, striatal astrocytes were defined by elevated pro-inflammatory transcripts accompanied by dysregulated genes involved in homeostatic functions for lipid and calcium metabolism. These findings provide new insights into a region-dependent, dichotomous astrocytic response-potentially beneficial in the cortex and harmful in the striatum-in MSA suggesting a differential role of astrocytes in MSA-related neurodegenerative processes.


Subject(s)
Multiple System Atrophy , Parkinsonian Disorders , Humans , Mice , Animals , Multiple System Atrophy/pathology , Astrocytes/metabolism , Parkinsonian Disorders/pathology , Corpus Striatum/metabolism , Substantia Nigra/metabolism , Mice, Transgenic
4.
Semin Cancer Biol ; 60: 324-333, 2020 02.
Article in English | MEDLINE | ID: mdl-31647982

ABSTRACT

The macro-metastasis/organ parenchyma interface (MMPI) was previously considered an inert anatomical border which sharply separates the affected organ parenchyma from the macro-metastatic tissue. Recently, infiltrative growth of macro-metastases from various primary tumors was described in the brain, liver and lung, with significant impact on survival. Strikingly, the MMPI patterns differed between entities, so that at least nine different patterns were described. The MMPI patterns could be further classified into three major groups: displacing, epithelial and diffuse infiltrating. Additionally, macro-metastases are a source of further tumor cell dissemination in the affected organ; and these intra-organ metastatic dissemination tracks starting from the MMPI also vary depending on the anatomical structures of the colonized organ and influence disease outcome. In spite of their relevance, MMPIs and organ-specific dissemination tracks are still largely overlooked by many clinicians, pathologists and/or researchers. In this review, we aim to address this important issue and enhance our current understanding of the different MMPI patterns and dissemination tracks in the brain, liver and lung.


Subject(s)
Neoplasms/diagnosis , Humans , Neoplasm Invasiveness , Neoplasm Metastasis , Neoplasm Staging , Neoplasms/etiology , Neoplasms/metabolism , Organ Specificity
5.
Pathologe ; 36(2): 171-80, 2015 Mar.
Article in German | MEDLINE | ID: mdl-25820444

ABSTRACT

As in only few other areas of oncology, molecular markers in neurooncology have become an integral part of clinical decision-making. This development is driven by a bustling scientific activity exploring the molecular basis and pathogenesis of human brain tumors. In addition, a high percentage of brain tumor patients are included in clinical studies in which molecular markers are assessed and linked with clinical informativeness. First steps towards more differentiated therapeutic strategies against brain tumors have thus been taken. The implementation in the clinical and diagnostic routine requires a detailed knowledge and a close collaboration between all medical disciplines involved.


Subject(s)
Brain Neoplasms/genetics , Brain Neoplasms/pathology , Genetic Markers/genetics , Molecular Diagnostic Techniques , Adult , Brain/pathology , Brain Neoplasms/therapy , Cerebellar Neoplasms/genetics , Cerebellar Neoplasms/pathology , Cerebellar Neoplasms/therapy , Child , Clinical Decision-Making , Cooperative Behavior , DNA Mutational Analysis , Glioma/genetics , Glioma/pathology , Glioma/therapy , Humans , Interdisciplinary Communication , Medulloblastoma/genetics , Medulloblastoma/pathology , Medulloblastoma/therapy , Oligodendroglioma/genetics , Oligodendroglioma/pathology , Oligodendroglioma/therapy , Prognosis
7.
Oncogene ; 32(39): 4712-20, 2013 Sep 26.
Article in English | MEDLINE | ID: mdl-23108408

ABSTRACT

Meningiomas are frequent, mostly benign intracranial or spinal tumors. A small subset of meningiomas is characterized by histological features of atypia or anaplasia that are associated with more aggressive biological behavior resulting in increased morbidity and mortality. Infiltration into the adjacent brain tissue is a major factor linked to higher recurrence rates. The molecular mechanisms of progression, including brain invasion are still poorly understood. We have studied the role of micro-RNA 145 (miR-145) in meningiomas and detected significantly reduced miR-145 expression in atypical and anaplastic tumors as compared with benign meningiomas. Overexpression of miR-145 in IOMM-Lee meningioma cells resulted in reduced proliferation, increased sensitivity to apoptosis, reduced anchorage-independent growth and reduction of orthotopic tumor growth in nude mice as compared with control cells. Moreover, meningioma cells with high miR-145 levels had impaired migratory and invasive potential in vitro and in vivo. PCR-array studies of miR145-overexpressing cells suggested that collagen type V alpha (COL5A1) expression is downregulated by miR-145 overexpression. Accordingly, COL5A1 expression was significantly upregulated in atypical and anaplastic meningiomas. Collectively, our data indicate an important anti-migratory and anti-proliferative function of miR-145 in meningiomas.


Subject(s)
Meningeal Neoplasms/metabolism , Meningioma/metabolism , MicroRNAs/physiology , Neoplasm Invasiveness/genetics , RNA, Neoplasm/physiology , Animals , Cell Adhesion , Cell Differentiation , Cell Division , Cell Movement , Collagen Type V/biosynthesis , Collagen Type V/genetics , Down-Regulation , Humans , Meningeal Neoplasms/genetics , Meningeal Neoplasms/pathology , Meningioma/genetics , Meningioma/pathology , Mice , Mice, Nude , MicroRNAs/biosynthesis , MicroRNAs/genetics , Neoplasm Grading , Neoplasm Invasiveness/physiopathology , Neoplasm Proteins/biosynthesis , Neoplasm Proteins/genetics , Neoplasm Transplantation , RNA, Neoplasm/biosynthesis , RNA, Neoplasm/genetics , Tumor Stem Cell Assay
8.
Neuropathol Appl Neurobiol ; 38(2): 201-12, 2012 Apr.
Article in English | MEDLINE | ID: mdl-21722156

ABSTRACT

AIMS: The molecular mechanisms underlying the infiltrative growth of glioblastomas, the most common primary tumours of the central nervous system in adults, are still poorly understood. We aimed to identify and functionally validate novel glioma invasion-associated candidate genes. METHODS: Microarray-based expression analysis was applied to identify differentially expressed genes in microdissected infiltrating glioma cells in vivo. Promising candidate genes were selected by the invasion-associated gene ontology terms cell adhesion, endocytosis, extracellular matrix and cell migration and validated in vitro by invasion assays and in situ by immunohistochemistry. RESULTS: We identified 180 up-regulated and 61 down-regulated genes (fold change: ≥ 2; P < 0.01) in the infiltration zone relative to more central cell-rich tumour areas of malignant astrocytic gliomas (n = 11). Twenty-seven of these genes matched to invasion-related gene ontology terms. From these, we confirmed the genes encoding cadherin-11 (CDH11), proprotein convertase subtilisin/kexin type 6 (PCSK6) and SH3-domain GRB2-like 3 (SH3GL3) as novel glioma invasion-associated candidate genes, with knockdown of PCSK6 and SH3GL3 inhibiting glioma cell invasion, while inhibition of CDH11 promoted glioma cell invasion in vitro. Immunohistochemistry on glioblastoma tissue sections revealed expression of CDH11 and PCSK6 protein in glioma cells of more central, cell-rich tumour areas, with only weak or absent CDH11 immunoreactivity but consistent PCSK6 staining in infiltrating glioma cells. CONCLUSION: Using molecular profiling of microdissected primary tumour tissue specimens followed by functional in vitro analysis, we identified and validated CDH11, PCSK6 and SH3GL3 as novel glioma invasion-associated candidate genes that likely contribute to the invasive phenotype of malignant gliomas.


Subject(s)
Adaptor Proteins, Signal Transducing/genetics , Brain Neoplasms/genetics , Cadherins/genetics , Glioma/genetics , Neoplasm Invasiveness/genetics , Proprotein Convertases/genetics , Serine Endopeptidases/genetics , Adolescent , Adult , Brain Neoplasms/metabolism , Cell Movement/genetics , Female , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Glioma/metabolism , Humans , Male , Middle Aged , Young Adult
10.
Adv Tech Stand Neurosurg ; 35: 35-64, 2010.
Article in English | MEDLINE | ID: mdl-20102110

ABSTRACT

The term "low-grade glioma" refers to a heterogeneous group of slowly growing glial tumors corresponding histologically to World Health Organization (WHO) grade I or II. This group includes astrocytic, oligodendroglial, oligoastrocytic and ependymal tumor entities, most of which preferentially manifest in children and young adults. Depending on histological type and WHO grade, growth patterns of low-grade gliomas are quite variable, with some tumors diffusely infiltrating the surrounding central nervous system tissue and others showing well demarcated growth. Furthermore, some entities tend to recur and show spontaneous malignant progression while others remain stable for many years. This review provides a condensed overview concerning the molecular genetics of different glioma entities subsumed under the umbrella of low-grade glioma. For a better understanding the cardinal epidemiological, histological and immunohistochemical features of each entity are shortly outlined. Multiple cytogenetic, chromosomal and genetic alterations have been identified in low-grade gliomas to date, with distinct genetic patterns being associated with the individual tumor subtypes. Some of these molecular alterations may serve as a diagnostic adjunct for tumor classification in cases with ambiguous histological features. However, to date only few molecular changes have been associated with clinical outcome, such as the combined losses of chromosome arms 1p and 19q as a favorable prognostic marker in patients with oligodendroglial tumors.


Subject(s)
Brain Neoplasms/genetics , Brain Neoplasms/pathology , Glioma/genetics , Glioma/pathology , Brain Neoplasms/epidemiology , Genetic Predisposition to Disease , Glioma/epidemiology , Humans , Incidence
11.
Oncogene ; 26(4): 583-93, 2007 Jan 25.
Article in English | MEDLINE | ID: mdl-16909125

ABSTRACT

Glioblastoma, the most aggressive and least treatable form of malignant glioma, is the most common human brain tumor. Although many regions of allelic loss occur in glioblastomas, relatively few tumor suppressor genes have been found mutated at such loci. To address the possibility that epigenetic alterations are an alternative means of glioblastoma gene inactivation, we coupled pharmacological manipulation of methylation with gene profiling to identify potential methylation-regulated, tumor-related genes. Duplicates of three short-term cultured glioblastomas were exposed to 5 microM 5-aza-dC for 96 h followed by cRNA hybridization to an oligonucleotide microarray (Affymetrix U133A). We based candidate gene selection on bioinformatics, reverse transcription-polymerase chain reaction (RT-PCR), bisulfite sequencing, methylation-specific PCR and matrix-assisted laser desorption/ionization time-of-flight mass spectrometry. Two genes identified in this manner, RUNX3 and Testin (TES), were subsequently shown to harbor frequent tumor-specific epigenetic alterations in primary glioblastomas. This overall approach therefore provides a powerful means to identify candidate tumor-suppressor genes for subsequent evaluation and may lead to the identification of genes whose epigenetic dysregulation is integral to glioblastoma tumorigenesis.


Subject(s)
Core Binding Factor Alpha 3 Subunit/genetics , DNA Methylation , Gene Expression Regulation, Neoplastic , Glioblastoma/genetics , Homeodomain Proteins/genetics , Tumor Suppressor Proteins/genetics , Azacitidine/analogs & derivatives , Azacitidine/pharmacology , Brain/metabolism , Core Binding Factor Alpha 3 Subunit/metabolism , Cytoskeletal Proteins , Decitabine , Glioblastoma/pathology , Homeodomain Proteins/metabolism , Humans , LIM Domain Proteins , Oligonucleotide Array Sequence Analysis , Promoter Regions, Genetic , RNA-Binding Proteins , Reverse Transcriptase Polymerase Chain Reaction , Sequence Analysis, DNA , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization , Tumor Cells, Cultured , Tumor Suppressor Proteins/metabolism
12.
Cancer Res ; 59(24): 6091-6, 1999 Dec 15.
Article in English | MEDLINE | ID: mdl-10626796

ABSTRACT

We have previously reported on the amplification and overexpression of the MDM2 proto-oncogene in a subset of malignant gliomas without TP53 mutation (G. Reifenberger et al, Cancer Res., 53: 2736-2739, 1993). Here, we show that the MDM4 (MDMX) gene located on 1q32 is a further target for amplification in malignant gliomas. MDM4 codes for a Mdm2-related protein that can bind to p53 and inhibits p53-mediated transcriptional transactivation. We investigated a series of 208 gliomas (106 glioblastomas, 46 anaplastic gliomas, and 56 low-grade gliomas) and identified 5 tumors (4 glioblastomas and 1 anaplastic oligodendroglioma) with MDM4 amplification and overexpression. Several other genes from 1q32 were found to be coamplified with MDM4, such as GAC1 in five tumors, REN in four tumors, and RBBP5 in three tumors. Additional analyses revealed that the malignant gliomas with MDM4 amplification and overexpression carried neither mutations in conserved regions of the TP53 gene nor amplification of the MDM2 gene. Taken together, our data indicate that amplification and overexpression of MDM4 is a novel molecular mechanism by which a small fraction of human malignant gliomas escapes p53-dependent growth control.


Subject(s)
Chromosomes, Human, Pair 1 , Glioma/genetics , Nuclear Proteins , Proto-Oncogene Proteins/genetics , Cell Division , Chromosome Mapping , Gene Amplification , Glioma/chemistry , Glioma/classification , Glioma/metabolism , Humans , Mutation , Proto-Oncogene Mas , Proto-Oncogene Proteins/biosynthesis , Proto-Oncogene Proteins/metabolism , Proto-Oncogene Proteins c-mdm2 , Tumor Suppressor Protein p53/genetics , Tumor Suppressor Protein p53/metabolism
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