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1.
Cancers (Basel) ; 11(6)2019 May 30.
Article in English | MEDLINE | ID: mdl-31151295

ABSTRACT

Exosomes are one of the most important mediators of the cross talk occurring between glioma stem cells (GSCs) and the surrounding microenvironment. We have previously shown that exosomes released by patient-derived glioma-associated stem cells (GASC) are able to increase, in vitro, the aggressiveness of both GSC and glioblastoma cell lines. To understand which molecules are responsible for this tumour-supporting function, we performed a descriptive proteomic analysis of GASC-exosomes and identified, among the others, Semaphorin7A (SEMA7A). SEMA7A was described as a promigratory cue in physiological and pathological conditions, and we hypothesised that it could modulate GSC migratory properties. Here, we described that SEMA7A is exposed on GASC-exosomes' surface and signals to GSC through Integrin ß1. This interaction activates focal adhesion kinase into GSC and increases their motility, in our patient-based in vitro model. Our findings suggest SEMA7A-ß1-integrin as a new target to disrupt the communication between GSCs and the supporting microenvironment.

2.
Cell Immunol ; 332: 85-93, 2018 10.
Article in English | MEDLINE | ID: mdl-30097176

ABSTRACT

S100A4 protein is expressed in fibroblasts during tissue remodelling and in cancer stem cells and it induces the metastatic spread of tumor cells. In mast cells (MCs) S100A4 have been found in some pathological conditions, but its function in normal MCs remains to be described. The purpose of this study was to characterize the cellular localization of the S100A4 protein in MCs of human tissues with inflammatory or tumor disorders and, to determine the consequence of reducing its expression in MC response. We found that tissue resident MCs stained positive to S100A4. Both human HMC-1 cell line and resting CD34+-derived MCs expressed S100A4, whose levels were differentially modulated upon MC activation. Downregulation of the S100A4 protein resulted in MC growth inhibition, enhanced apoptosis and deregulation of MMP-1 and MMP-10 production. Our results suggest that S100A4 is also playing a role in the MC life cycle and functions.


Subject(s)
Mast Cells/metabolism , S100 Calcium-Binding Protein A4/metabolism , Antigens, CD34/metabolism , Apoptosis/physiology , Cells, Cultured , Down-Regulation/physiology , Fibroblasts/metabolism , Humans , Matrix Metalloproteinase 1/metabolism , Matrix Metalloproteinase 10/metabolism , Neoplastic Stem Cells/metabolism
3.
Neuro Oncol ; 20(6): 776-787, 2018 05 18.
Article in English | MEDLINE | ID: mdl-29228370

ABSTRACT

Background: While recent genome-wide association studies have suggested novel low-grade glioma (LGG) stratification models based on a molecular classification, we explored the potential clinical utility of patient-derived cells. Specifically, we assayed glioma-associated stem cells (GASC) that are patient-derived and representative of the glioma microenvironment. Methods: By next-generation sequencing, we analyzed the transcriptional profile of GASC derived from patients who underwent anaplastic transformation either within 48 months (GASC-BAD) or ≥7 years (GASC-GOOD) after surgery. Gene set enrichment and pathway enrichment analyses were applied. The prognostic role of a nuclear factor-kappaB (NF-κB) signature derived from GASC-BAD was tested in 530 newly diagnosed diffuse LGG patients comprised within The Cancer Genome Atlas (TCGA) database. The prognostic value of the GASC upstream regulator p65 NF-κB was assessed, by univariate and multivariate Cox analyses, in a single center case study, including 146 grade II LGGs. Results: The key elements differentiating the transcriptome of GASC isolated from LGG with different prognoses were mostly related to hallmarks of cancer (eg, inflammatory/immune process, NF-κB activation). Consistently, the NF-κB signature extrapolated from the GASC study was prognostic in the dataset of TCGA. Finally, the nuclear expression of the NF-kB-p65 protein, assessed using an inexpensive immunohistochemical method, was an independent predictor of both overall survival and malignant progression-free survival in 146 grade II LGGs. Conclusion: This study demonstrates for the first time the independent prognostic role of NF-kB activation in LGG and outlines the role of patient-based stem cell models as a tool for precision medicine approaches.


Subject(s)
Biomarkers, Tumor/metabolism , Brain Neoplasms/pathology , Glioma/pathology , NF-kappa B/metabolism , Neoplastic Stem Cells/pathology , Precision Medicine , Transcriptome , Adolescent , Adult , Aged , Biomarkers, Tumor/genetics , Brain Neoplasms/genetics , Brain Neoplasms/metabolism , Female , Genome-Wide Association Study , Glioma/genetics , Glioma/metabolism , Humans , Male , Middle Aged , NF-kappa B/genetics , Neoplastic Stem Cells/metabolism , Prognosis , Survival Rate , Young Adult
4.
PLoS One ; 9(11): e113688, 2014.
Article in English | MEDLINE | ID: mdl-25419715

ABSTRACT

Malignant gliomas are among the rarest brain tumours, and they have the worst prognosis. Grade IV astrocytoma, known as glioblastoma multiforme (GBM), is a highly lethal disease where the standard therapies of surgery, followed by radiation and chemotherapy, cannot significantly prolong the life expectancy of the patients. Tumour recurrence shows more aggressive form compared to the primary tumour, and results in patient survival from 12 to 15 months only. Although still controversial, the cancer stem cell hypothesis postulates that cancer stem cells are responsible for early relapse of the disease after surgical intervention due to their high resistance to therapy. Alternative strategies for GBM therapy are thus urgently needed. Nanobodies are single-domain antigen-binding fragments of heavy-chain antibodies, and together with classical antibodies, they are part of the camelid immune system. Nanobodies are small and stable, and they share a high degree of sequence identity to the human heavy chain variable domain, and these characteristics offer them advantages over classical antibodies or antibody fragments. We first immunised an alpaca with a human GBM stem-like cell line prepared from primary GBM cultures. Next, a nanobody library was constructed in a phage-display vector. Using nanobody phage-display technology, we selected specific GBM stem-like cell binders through a number of affinity selections, using whole cell protein extracts and membrane protein-enriched extracts from eight different GBM patients, and membrane protein-enriched extracts from two established GBM stem-like cell lines (NCH644 and NCH421K cells). After the enrichment, periplasmic extract ELISA was used to screen for specific clones. These nanobody clones were recloned into the pHEN6 vector, expressed in Escherichia coli WK6, and purified using immobilised metal affinity chromatography and size-exclusion chromatography. Specific nanobody:antigen pairs were obtained and mass spectrometry analysis revealed two proteins, TRIM28 and ß-actin, that were up-regulated in the GBM stem-like cells compared to the controls.


Subject(s)
Actins/metabolism , Biomarkers, Tumor/metabolism , Brain Neoplasms/metabolism , Glioblastoma/metabolism , Repressor Proteins/metabolism , Amino Acid Sequence , Animals , Antibody Affinity/immunology , Blotting, Western , Brain Neoplasms/diagnosis , Camelids, New World , Cell Line, Tumor , Glioblastoma/diagnosis , Humans , Male , Mass Spectrometry , Molecular Sequence Data , Neoplastic Stem Cells/immunology , Neoplastic Stem Cells/metabolism , Neoplastic Stem Cells/pathology , Peptide Library , Proteomics/methods , Sequence Homology, Amino Acid , Single-Domain Antibodies/genetics , Single-Domain Antibodies/immunology , Single-Domain Antibodies/metabolism , Tripartite Motif-Containing Protein 28
5.
Stem Cells ; 32(5): 1239-53, 2014 May.
Article in English | MEDLINE | ID: mdl-24375787

ABSTRACT

BACKGROUND: Translational medicine aims at transferring advances in basic science research into new approaches for diagnosis and treatment of diseases. Low-grade gliomas (LGG) have a heterogeneous clinical behavior that can be only partially predicted employing current state-of-the-art markers, hindering the decision-making process. To deepen our comprehension on tumor heterogeneity, we dissected the mechanism of interaction between tumor cells and relevant components of the neoplastic environment, isolating, from LGG and high-grade gliomas (HGG), proliferating stem cell lines from both the glioma stroma and, where possible, the neoplasm. METHODS AND FINDINGS: We isolated glioma-associated stem cells (GASC) from LGG (n=40) and HGG (n=73). GASC showed stem cell features, anchorage-independent growth, and supported the malignant properties of both A172 cells and human glioma-stem cells, mainly through the release of exosomes. Finally, starting from GASC obtained from HGG (n=13) and LGG (n=12) we defined a score, based on the expression of 9 GASC surface markers, whose prognostic value was assayed on 40 subsequent LGG-patients. At the multivariate Cox analysis, the GASC-based score was the only independent predictor of overall survival and malignant progression free-survival. CONCLUSIONS: The microenvironment of both LGG and HGG hosts non-tumorigenic multipotent stem cells that can increase in vitro the biological aggressiveness of glioma-initiating cells through the release of exosomes. The clinical importance of this finding is supported by the strong prognostic value associated with the characteristics of GASC. This patient-based approach can provide a groundbreaking method to predict prognosis and to exploit novel strategies that target the tumor stroma.


Subject(s)
Brain Neoplasms/pathology , Glioma/pathology , Neoplastic Stem Cells/pathology , Tumor Microenvironment , Adult , Aged , Brain Neoplasms/genetics , Brain Neoplasms/metabolism , Cell Line , Cell Proliferation , Exosomes/metabolism , Female , Gene Expression , Glioma/genetics , Glioma/metabolism , Homeodomain Proteins/genetics , Homeodomain Proteins/metabolism , Humans , Kaplan-Meier Estimate , Luminescent Proteins/genetics , Luminescent Proteins/metabolism , Male , Microscopy, Atomic Force , Microscopy, Fluorescence , Middle Aged , Multivariate Analysis , Nanog Homeobox Protein , Neoplastic Stem Cells/metabolism , Octamer Transcription Factor-3/genetics , Octamer Transcription Factor-3/metabolism , Prognosis , Reverse Transcriptase Polymerase Chain Reaction , Tumor Cells, Cultured
6.
Biotechnol Bioeng ; 108(11): 2736-46, 2011 Nov.
Article in English | MEDLINE | ID: mdl-21656711

ABSTRACT

Embryonic stem (ES) cell differentiation in specific cell lineages is a major issue in cell biology particularly in regenerative medicine. Differentiation is usually achieved by using biochemical factors and it is not clear whether mechanical properties of the substrate over which cells are grown can affect proliferation and differentiation. Therefore, we produced patterns in polydimethylsiloxane (PDMS) consisting of groove and pillar arrays of sub-micrometric lateral resolution as substrates for cell cultures. We analyzed the effect of different nanostructures on differentiation of ES-derived neuronal precursors into neuronal lineage without adding biochemical factors. Neuronal precursors adhered on PDMS more effectively than on glass coverslips. We demonstrated that neuronal yield was enhanced by increasing pillars height from 35 to 400 nm. On higher pillar neuronal differentiation reaches ∼80% 96 h after plating and the largest differentiation enhancement of pillars over flat PDMS was observed during the first 6 h of culture. We conclude that PDMS nanopillars accelerate and increase neuronal differentiation.


Subject(s)
Cell Differentiation , Cell Proliferation , Embryonic Stem Cells/physiology , Nanostructures , Neurons/physiology , Surface Properties , Animals , Cell Culture Techniques/methods , Dimethylpolysiloxanes , Mice
7.
Stem Cells Dev ; 20(6): 1031-41, 2011 Jun.
Article in English | MEDLINE | ID: mdl-20836665

ABSTRACT

During early development of the central nervous system, there is an excessive outgrowth of neuronal projections, which later need to be refined to achieve precise connectivity. Axon pruning and degeneration are strategies used to remove exuberant neurites and connections in the immature nervous system to ensure the proper formation of functional circuitry. To observe morphological changes and physical mechanisms underlying this process, early differentiating embryonic stem cell-derived neurons were used combining video imaging of live growth cones (GCs) with confocal laser scanning microscopy and atomic force microscopy, both on fixed and living neurons. Using this method, we could highlight the presence of submicrometric fragments in still and in some of the retracting GCs. The observed fragmentation is not an artifact of atomic force microscopy scanning or fixation, or the result of apoptosis. Therefore, the morphology of GCs depends on their overall motility, and fragmentation seems to be the fate of GCs that have not found a correct destination.


Subject(s)
Growth Cones/metabolism , Growth Cones/pathology , Nerve Degeneration/pathology , Actin Cytoskeleton/metabolism , Animals , Artifacts , Cell Communication , Embryonic Stem Cells/cytology , Embryonic Stem Cells/metabolism , Mice , Microscopy, Atomic Force , Tissue Fixation
8.
J Cell Physiol ; 222(3): 713-28, 2010 Mar.
Article in English | MEDLINE | ID: mdl-20027606

ABSTRACT

Periods of intense electrical activity can initiate neuronal plasticity leading to long lasting changes of network properties. By combining multielectrode extracellular recordings with DNA microarrays, we have investigated in rat hippocampal cultures the temporal sequence of events of neuronal plasticity triggered by a transient exposure to the GABA(A) receptor antagonist gabazine (GabT). GabT induced a synchronous bursting pattern of activity. The analysis of electrical activity identified three main phases during neuronal plasticity induced by GabT: (i) immediately after termination of GabT, an early synchronization (E-Sync) of the spontaneous electrical activity appears that progressively decay after 3-6 h. E-Sync is abolished by inhibitors of the ERK1/2 pathway but not by inhibitors of gene transcription; (ii) the evoked response (induced by a single pulse of extracellular electrical stimulation) was maximally potentiated 3-10 h after GabT (M-LTP); and (iii) at 24 h the spontaneous electrical activity became more synchronous (L-Sync). The genome-wide analysis identified three clusters of genes: (i) an early rise of transcription factors (Cluster 1), primarily composed by members of the EGR and Nr4a families, maximally up-regulated 1.5 h after GabT; (ii) a successive up-regulation of some hundred genes, many of which known to be involved in LTP (Cluster 2), 3 h after GabT likely underlying M-LTP. Moreover, in Cluster 2 several genes coding for K(+) channels are down-regulated at 24 h. (iii) Genes in Cluster 3 are up-regulated at 24 h and are involved in cellular homeostasis. This approach allows relating different steps of neuronal plasticity to specific transcriptional profiles.


Subject(s)
GABA Antagonists/pharmacology , Hippocampus/drug effects , Neuronal Plasticity/drug effects , Neurons/drug effects , Pyridazines/pharmacology , Action Potentials , Animals , Animals, Newborn , Cells, Cultured , Cluster Analysis , Electric Stimulation , Epidermal Growth Factor/genetics , Evoked Potentials , Gene Expression Profiling/methods , Gene Expression Regulation/drug effects , Hippocampus/pathology , Mitogen-Activated Protein Kinase 1/antagonists & inhibitors , Mitogen-Activated Protein Kinase 1/metabolism , Mitogen-Activated Protein Kinase 3/antagonists & inhibitors , Mitogen-Activated Protein Kinase 3/metabolism , Neuronal Plasticity/genetics , Neurons/pathology , Nucleic Acid Synthesis Inhibitors/pharmacology , Oligonucleotide Array Sequence Analysis , Orphan Nuclear Receptors/genetics , Potassium Channels/genetics , Protein Kinase Inhibitors/pharmacology , RNA, Messenger/metabolism , Rats , Rats, Wistar , Signal Transduction/drug effects , Time Factors
9.
J Cell Physiol ; 220(3): 727-47, 2009 Sep.
Article in English | MEDLINE | ID: mdl-19441076

ABSTRACT

Blockage of GABA-A receptors in hippocampal neuronal cultures triggers synchronous bursts of spikes initiating neuronal plasticity, partly mediated by changes of gene expression. By using specific pharmacological blockers, we have investigated which sources of Ca2+ entry primarily control changes of gene expression induced by 20 microM gabazine applied for 30 min (GabT). Intracellular Ca2+ transients were monitored with Ca2+ imaging while recording electrical activity with patch clamp microelectrodes. Concomitant transcription profiles were obtained using Affymetrix oligonucleotide microarrays and confirmed with quantitative RT-PCR. Blockage of NMDA receptors with 2-amino-5-phosphonovaleric acid (APV) did not reduce significantly somatic Ca2+ transients, which, on the contrary, were reduced by selective blockage of L, N, and P/Q types voltage gated calcium channels (VGCCs). Therefore, we investigated changes of gene expression in the presence of blockers of NMDA receptors and L, N, and P/Q VGCCs. Our results show that: (i) among genes upregulated by GabT, there are genes selectively dependent on NMDA activation, genes selectively dependent on L-type VGCCs and genes dependent on the activation of both channels; (ii) the majority of genes requires the concomitant activation of NMDA receptors and Ca2+ entry through VGCCs; (iii) blockage of N and P/Q VGCCs has an effect similar but not identical to blockage of L-type VGCCs.


Subject(s)
Calcium Signaling , Gene Expression Regulation , Hippocampus/metabolism , Neurons/metabolism , Animals , Animals, Newborn , Calcium Channel Blockers/pharmacology , Calcium Channels, L-Type/drug effects , Calcium Channels, L-Type/metabolism , Calcium Channels, P-Type/drug effects , Calcium Channels, P-Type/metabolism , Calcium Channels, Q-Type/drug effects , Calcium Channels, Q-Type/metabolism , Calcium Signaling/drug effects , Cells, Cultured , Dendrites/metabolism , GABA Antagonists/pharmacology , GABA-A Receptor Antagonists , Gene Expression Profiling/methods , Gene Expression Regulation/drug effects , Hippocampus/cytology , Hippocampus/drug effects , Membrane Potentials , Microscopy, Fluorescence , Neurons/drug effects , Oligonucleotide Array Sequence Analysis , Patch-Clamp Techniques , Rats , Rats, Wistar , Receptors, GABA-A/metabolism , Receptors, N-Methyl-D-Aspartate/antagonists & inhibitors , Receptors, N-Methyl-D-Aspartate/metabolism , Reverse Transcriptase Polymerase Chain Reaction , Time Factors , Transcription, Genetic
10.
Neuroreport ; 20(9): 869-74, 2009 Jun 17.
Article in English | MEDLINE | ID: mdl-19436228

ABSTRACT

Blockage of Ca2+ uptake with thapsigargin, a specific antagonist of sarco/endoplasmic reticulum Ca2+-ATPase pumps, causes an increase of somatic Ca2+, with negligible changes of Ca2+ levels in dendrites. Treatment with thapsigargin in the presence of blockers of NMDA (N-methyl-D-aspartic acid) receptors upregulates some activity-dependent genes (Egr2 and Nr4a1), leaving unaltered the expression level of other activity-dependent genes (Bdnf and Arc). These results show that the elevation of somatic Ca2+ can initiate transcription of specific genes, independently of activation of NMDA receptors, but that transcription of other genes is not initiated by a simple elevation of intracellular Ca2+.


Subject(s)
Calcium Signaling/physiology , Calcium/metabolism , DNA-Binding Proteins/metabolism , Early Growth Response Protein 2/metabolism , Hippocampus/metabolism , Pyramidal Cells/metabolism , Receptors, Steroid/metabolism , Animals , Animals, Newborn , Brain-Derived Neurotrophic Factor/drug effects , Brain-Derived Neurotrophic Factor/metabolism , Calcium Signaling/drug effects , Calcium-Transporting ATPases/antagonists & inhibitors , Calcium-Transporting ATPases/metabolism , Cytoskeletal Proteins/drug effects , Cytoskeletal Proteins/metabolism , DNA-Binding Proteins/drug effects , Early Growth Response Protein 2/drug effects , Endoplasmic Reticulum/drug effects , Endoplasmic Reticulum/metabolism , Enzyme Inhibitors/pharmacology , Gene Expression Regulation/drug effects , Gene Expression Regulation/physiology , Hippocampus/drug effects , Hippocampus/ultrastructure , Nerve Tissue Proteins/drug effects , Nerve Tissue Proteins/metabolism , Nuclear Receptor Subfamily 4, Group A, Member 1 , Organ Culture Techniques , Patch-Clamp Techniques , Pyramidal Cells/drug effects , Pyramidal Cells/ultrastructure , Rats , Rats, Wistar , Receptors, Steroid/drug effects , Thapsigargin/pharmacology , Transcriptional Activation/drug effects , Transcriptional Activation/physiology , Up-Regulation/drug effects , Up-Regulation/physiology
11.
BMC Res Notes ; 2: 13, 2009 Jan 27.
Article in English | MEDLINE | ID: mdl-19173730

ABSTRACT

BACKGROUND: Neuronal plasticity is initiated by transient elevations of neuronal networks activity leading to changes of synaptic properties and providing the basis for memory and learning 1. An increase of electrical activity can be caused by electrical stimulation 2 or by pharmacological manipulations: elevation of extracellular K+ 3, blockage of inhibitory pathways 4 or by an increase of second messengers intracellular concentrations 5. Neuronal plasticity is mediated by several biochemical pathways leading to the modulation of synaptic strength, density of ionic channels and morphological changes of neuronal arborisation 6. On a time scale of a few minutes, neuronal plasticity is mediated by local protein trafficking 7 while, in order to sustain modifications beyond 2-3 h, changes of gene expression are required 8. FINDINGS: In the present manuscript we analysed the time course of changes of the evoked electrical activity during neuronal plasticity and we correlated it with a transcriptional analysis of the underlying changes of gene expression. Our investigation shows that treatment for 30 min. with the GABAA receptor antagonist gabazine (GabT) causes a potentiation of the evoked electrical activity occurring 2-4 hours after GabT and the concomitant up-regulation of 342 genes. Inhibition of the ERK1/2 pathway reduced but did not abolish the potentiation of the evoked response caused by GabT. In fact not all the genes analysed were blocked by ERK1/2 inhibitors. CONCLUSION: These results are in agreement with the notion that neuronal plasticity is mediated by several distinct pathways working in unison.

12.
J Neurosci Methods ; 177(1): 94-107, 2009 Feb 15.
Article in English | MEDLINE | ID: mdl-18996410

ABSTRACT

Atomic force microscopy (AFM) provides the possibility to map the 3D structure of viewed objects with a nanometric resolution, which cannot be achieved with other imaging methods such as conventional video imaging and confocal fluorescent microscopy. Video imaging with CCD cameras can provide an analysis of biological events with a temporal and spatial resolution not possible with AFM, while confocal imaging allows the simultaneous acquisition of immunofluorescence images. In this communication we present a simple method to combine AFM and confocal images to study differentiating embryonic stem (ES) cells-derived and dorsal root ganglia (DRG) neurons in culture. Neurons were grown on coverslips with micrometric markers that allow finding and imaging the same neuron with different microscopes. AFM and confocal images were registered using conventional methods used in Computer Science. The combination of these two techniques allows relating functional properties to morphological features of imaged neurons.


Subject(s)
Microscopy, Atomic Force/methods , Microscopy, Confocal/methods , Neurons/cytology , Neurons/physiology , Animals , Animals, Newborn , Cell Differentiation , Cells, Cultured , Data Compression/methods , Embryo, Mammalian , Embryonic Stem Cells/physiology , Ganglia, Spinal/cytology , Imaging, Three-Dimensional/methods , Mice , Rats , Rats, Wistar
13.
PLoS One ; 2(5): e439, 2007 May 09.
Article in English | MEDLINE | ID: mdl-17502919

ABSTRACT

Most neuronal networks, even in the absence of external stimuli, produce spontaneous bursts of spikes separated by periods of reduced activity. The origin and functional role of these neuronal events are still unclear. The present work shows that the spontaneous activity of two very different networks, intact leech ganglia and dissociated cultures of rat hippocampal neurons, share several features. Indeed, in both networks: i) the inter-spike intervals distribution of the spontaneous firing of single neurons is either regular or periodic or bursting, with the fraction of bursting neurons depending on the network activity; ii) bursts of spontaneous spikes have the same broad distributions of size and duration; iii) the degree of correlated activity increases with the bin width, and the power spectrum of the network firing rate has a 1/f behavior at low frequencies, indicating the existence of long-range temporal correlations; iv) the activity of excitatory synaptic pathways mediated by NMDA receptors is necessary for the onset of the long-range correlations and for the presence of large bursts; v) blockage of inhibitory synaptic pathways mediated by GABA(A) receptors causes instead an increase in the correlation among neurons and leads to a burst distribution composed only of very small and very large bursts. These results suggest that the spontaneous electrical activity in neuronal networks with different architectures and functions can have very similar properties and common dynamics.


Subject(s)
Nerve Net , Action Potentials , Animals , Hippocampus/cytology , Hippocampus/physiology , Neurons/cytology , Rats , Rats, Wistar
14.
Stem Cells ; 25(3): 738-49, 2007 Mar.
Article in English | MEDLINE | ID: mdl-17110621

ABSTRACT

Embryonic stem (ES) cells provide a flexible and unlimited source for a variety of neuronal types. Because mature neurons establish neuronal networks very easily, we tested whether ES-derived neurons are capable of generating functional networks and whether these networks, generated in vitro, are capable of processing information. Single-cell electrophysiology with pharmacological antagonists demonstrated the presence of both excitatory and inhibitory synaptic connections. Extracellular recording with planar multielectrode arrays showed that spontaneous bursts of electrical activity are present in ES-derived networks with properties remarkably similar to those of hippocampal neurons. When stimulated with extracellular electrodes, ES-derived neurons fired action potentials, and the evoked electrical activity spread throughout the culture. A statistical analysis indicated that ES-derived networks discriminated between stimuli of different intensity at a single trial level, a key feature for an efficient information processing. Thus, ES-derived neurons provide a novel in vitro strategy to create functional networks with defined computational properties.


Subject(s)
Embryonic Stem Cells/cytology , Embryonic Stem Cells/physiology , Neurons/cytology , 6-Cyano-7-nitroquinoxaline-2,3-dione/pharmacology , Action Potentials , Animals , Cell Differentiation/drug effects , Electric Stimulation , Embryonic Stem Cells/drug effects , Hippocampus/cytology , Hippocampus/physiology , Immunohistochemistry , Neurons/drug effects , Rats , Rats, Wistar
15.
Eur J Neurosci ; 22(11): 2953-64, 2005 Dec.
Article in English | MEDLINE | ID: mdl-16324130

ABSTRACT

Information processing and coding were analysed in dissociated hippocampal cultures, grown on multielectrode arrays. Multisite stimulation was used to activate different neurons and pathways of the network. The neural activity was binned into firing rates and the variability of the firing of individual neurons and of the whole population was analysed. In individual neurons, the timing of the first action potential (AP) was rather precise from trial to trial, whereas the timing of later APs was much more variable. Pooling APs in an ensemble of neurons reduced the variability of the response and allowed stimuli varying in intensity to be distinguished reliably in a single trial. A similar decrease of variability was observed pooling the first evoked APs in an ensemble of neurons. The size of the neuronal pool (approximately 50-100 neurons) and the time bin (approximately 20 ms) necessary to provide reproducible responses are remarkably similar to those obtained in in vivo preparations and in small nervous systems. Blockage of excitatory synaptic pathways mediated by NMDA receptors improved the mutual information between the evoked response and stimulus properties. When inhibitory GABAergic pathways were blocked by bicuculline the opposite effect was obtained. These results show how ensemble averages and an appropriate balance between inhibition and excitation allow neuronal networks to process information in a fast and reliable way.


Subject(s)
Electronic Data Processing , Nerve Net/physiology , Neurons/physiology , Action Potentials/drug effects , Action Potentials/physiology , Algorithms , Animals , Bicuculline/pharmacology , Cells, Cultured , Data Interpretation, Statistical , Electric Stimulation , Electrophysiology , GABA Antagonists/pharmacology , Hippocampus/cytology , Hippocampus/drug effects , Hippocampus/physiology , Immunohistochemistry , Nerve Net/cytology , Nerve Net/drug effects , Neural Pathways/drug effects , Neural Pathways/physiology , Neurons/drug effects , Rats , Rats, Wistar , Receptors, N-Methyl-D-Aspartate/antagonists & inhibitors , Receptors, N-Methyl-D-Aspartate/physiology
16.
IEEE Trans Biomed Eng ; 52(3): 371-83, 2005 Mar.
Article in English | MEDLINE | ID: mdl-15759567

ABSTRACT

Information processing in the nervous system is based on parallel computation, adaptation and learning. These features cannot be easily implemented on conventional silicon devices. In order to obtain a better insight of how neurons process information, we have explored the possibility of using biological neurons as parallel and adaptable computing elements for image processing and pattern recognition. Commercially available multielectrode arrays (MEAs) were used to record and stimulate the electrical activity from neuronal cultures. By mapping digital images, i.e., arrays of pixels, into the stimulation of neuronal cultures, a low and bandpass filtering of images could be quickly and easily obtained. Responses to specific spatial patterns of stimulation were potentiated by an appropriate training (tetanization). Learning allowed pattern recognition and extraction of spatial features in processed images. Therefore, neurocomputers, (i.e., hybrid devices containing man-made elements and natural neurons) seem feasible and may become a new generation of computing devices, to be developed by a synergy of Neuroscience and Material Science.


Subject(s)
Artificial Intelligence , Computing Methodologies , Image Interpretation, Computer-Assisted/methods , Nerve Net/physiology , Neural Networks, Computer , Pattern Recognition, Automated/methods , Signal Processing, Computer-Assisted , Animals , Animals, Newborn , Bionics/methods , Cell Culture Techniques/methods , Cells, Cultured , Microelectrodes , Rats , Rats, Wistar
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