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1.
BMC Bioinformatics ; 14 Suppl 19: S6, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-24564474

RESUMO

BACKGROUND: Calcium imaging in insects reveals the neural response to odours, both at the receptor level on the antenna and in the antennal lobe, the first stage of olfactory information processing in the brain. Changes of intracellular calcium concentration in response to odour presentations can be observed by employing calcium-sensitive, fluorescent dyes. The response pattern across all recorded units is characteristic for the odour. METHOD: Previously, extraction of odour response patterns from calcium imaging movies was performed offline, after the experiment. We developed software to extract and to visualise odour response patterns in real time. An adaptive algorithm in combination with an implementation for the graphics processing unit enables fast processing of movie streams. Relying on correlations between pixels in the temporal domain, the calcium imaging movie can be segmented into regions that correspond to the neural units. RESULTS: We applied our software to calcium imaging data recorded from the antennal lobe of the honeybee Apis mellifera and from the antenna of the fruit fly Drosophila melanogaster. Evaluation on reference data showed results comparable to those obtained by previous offline methods while computation time was significantly lower. Demonstrating practical applicability, we employed the software in a real-time experiment, performing segmentation of glomeruli--the functional units of the honeybee antennal lobe--and visualisation of glomerular activity patterns. CONCLUSIONS: Real-time visualisation of odour response patterns expands the experimental repertoire targeted at understanding information processing in the honeybee antennal lobe. In interactive experiments, glomeruli can be selected for manipulation based on their present or past activity, or based on their anatomical position. Apart from supporting neurobiology, the software allows for utilising the insect antenna as a chemosensor, e.g. to detect or to classify odours.


Assuntos
Interpretação de Imagem Assistida por Computador , Neuroimagem/métodos , Odorantes , Percepção Olfatória/fisiologia , Algoritmos , Animais , Antenas de Artrópodes/fisiologia , Abelhas/fisiologia , Encéfalo/fisiologia , Cálcio/química , Drosophila melanogaster/fisiologia , Feminino , Corantes Fluorescentes/química , Neurônios/fisiologia , Software
2.
PLoS One ; 7(5): e36708, 2012.
Artigo em Inglês | MEDLINE | ID: mdl-22590590

RESUMO

Epigenetic changes, including histone modifications or chromatin remodeling are regulated by a large number of human genes. We developed a strategy to study the coordinate regulation of such genes, and to compare different cell populations or tissues. A set of 150 genes, comprising different classes of epigenetic modifiers was compiled. This new tool was used initially to characterize changes during the differentiation of human embryonic stem cells (hESC) to central nervous system neuroectoderm progenitors (NEP). qPCR analysis showed that more than 60% of the examined transcripts were regulated, and >10% of them had a >5-fold increased expression. For comparison, we differentiated hESC to neural crest progenitors (NCP), a distinct peripheral nervous system progenitor population. Some epigenetic modifiers were regulated into the same direction in NEP and NCP, but also distinct differences were observed. For instance, the remodeling ATPase SMARCA2 was up-regulated >30-fold in NCP, while it remained unchanged in NEP; up-regulation of the ATP-dependent chromatin remodeler CHD7 was increased in NEP, while it was down-regulated in NCP. To compare the neural precursor profiles with those of mature neurons, we analyzed the epigenetic modifiers in human cortical tissue. This resulted in the identification of 30 regulations shared between all cell types, such as the histone methyltransferase SETD7. We also identified new markers for post-mitotic neurons, like the arginine methyl transferase PRMT8 and the methyl transferase EZH1. Our findings suggest a hitherto unexpected extent of regulation, and a cell type-dependent specificity of epigenetic modifiers in neurodifferentiation.


Assuntos
Diferenciação Celular/fisiologia , Córtex Cerebral/crescimento & desenvolvimento , Montagem e Desmontagem da Cromatina/fisiologia , Células-Tronco Embrionárias/metabolismo , Proteínas do Tecido Nervoso/biossíntese , Células-Tronco Neurais/metabolismo , Transcrição Gênica/fisiologia , Idoso , Idoso de 80 Anos ou mais , Células Cultivadas , Córtex Cerebral/citologia , Córtex Cerebral/metabolismo , Células-Tronco Embrionárias/citologia , Epigênese Genética/fisiologia , Feminino , Humanos , Masculino , Células-Tronco Neurais/citologia
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