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Global Gene Expression Shift during the Transition from Early Neural Development to Late Neuronal Differentiation in Drosophila melanogaster

Regulation of transcription is one of the mechanisms involved in animal development, directing changes in patterning and cell fate specification. Large temporal data series, based on microarrays across the life cycle of the fly Drosophila melanogaster, revealed the existence of groups of genes which...

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Autores principales: Cantera, Rafael, Ferreiro, María José, Aransay, Ana María, Barrio, Rosa
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4022633/
https://www.ncbi.nlm.nih.gov/pubmed/24830291
http://dx.doi.org/10.1371/journal.pone.0097703
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author Cantera, Rafael
Ferreiro, María José
Aransay, Ana María
Barrio, Rosa
author_facet Cantera, Rafael
Ferreiro, María José
Aransay, Ana María
Barrio, Rosa
author_sort Cantera, Rafael
collection PubMed
description Regulation of transcription is one of the mechanisms involved in animal development, directing changes in patterning and cell fate specification. Large temporal data series, based on microarrays across the life cycle of the fly Drosophila melanogaster, revealed the existence of groups of genes which expression increases or decreases temporally correlated during the life cycle. These groups of genes are enriched in different biological functions. Here, instead of searching for temporal coincidence in gene expression using the entire genome expression data, we searched for temporal coincidence in gene expression only within predefined catalogues of functionally related genes and investigated whether a catalogue's expression profile can be used to generate larger catalogues, enriched in genes necessary for the same function. We analyzed the expression profiles from genes already associated with early neurodevelopment and late neurodifferentiation, at embryonic stages 16 and 17 of Drosophila life cycle. We hypothesized that during this interval we would find global downregulation of genes important for early neuronal development together with global upregulation of genes necessary for the final differentiation of neurons. Our results were consistent with this hypothesis. We then investigated if the expression profile of gene catalogues representing particular processes of neural development matched the temporal sequence along which these processes occur. The profiles of genes involved in patterning, neurogenesis, axogenesis or synaptic transmission matched the prediction, with largest transcript values at the time when the corresponding biological process takes place in the embryo. Furthermore, we obtained catalogues enriched in genes involved in temporally matching functions by performing a genome-wide systematic search for genes with their highest expression levels at the corresponding embryonic intervals. These findings imply the use of gene expression data in combination with known biological information to predict the involvement of functionally uncharacterized genes in particular biological events.
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spelling pubmed-40226332014-05-21 Global Gene Expression Shift during the Transition from Early Neural Development to Late Neuronal Differentiation in Drosophila melanogaster Cantera, Rafael Ferreiro, María José Aransay, Ana María Barrio, Rosa PLoS One Research Article Regulation of transcription is one of the mechanisms involved in animal development, directing changes in patterning and cell fate specification. Large temporal data series, based on microarrays across the life cycle of the fly Drosophila melanogaster, revealed the existence of groups of genes which expression increases or decreases temporally correlated during the life cycle. These groups of genes are enriched in different biological functions. Here, instead of searching for temporal coincidence in gene expression using the entire genome expression data, we searched for temporal coincidence in gene expression only within predefined catalogues of functionally related genes and investigated whether a catalogue's expression profile can be used to generate larger catalogues, enriched in genes necessary for the same function. We analyzed the expression profiles from genes already associated with early neurodevelopment and late neurodifferentiation, at embryonic stages 16 and 17 of Drosophila life cycle. We hypothesized that during this interval we would find global downregulation of genes important for early neuronal development together with global upregulation of genes necessary for the final differentiation of neurons. Our results were consistent with this hypothesis. We then investigated if the expression profile of gene catalogues representing particular processes of neural development matched the temporal sequence along which these processes occur. The profiles of genes involved in patterning, neurogenesis, axogenesis or synaptic transmission matched the prediction, with largest transcript values at the time when the corresponding biological process takes place in the embryo. Furthermore, we obtained catalogues enriched in genes involved in temporally matching functions by performing a genome-wide systematic search for genes with their highest expression levels at the corresponding embryonic intervals. These findings imply the use of gene expression data in combination with known biological information to predict the involvement of functionally uncharacterized genes in particular biological events. Public Library of Science 2014-05-15 /pmc/articles/PMC4022633/ /pubmed/24830291 http://dx.doi.org/10.1371/journal.pone.0097703 Text en © 2014 Cantera et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Cantera, Rafael
Ferreiro, María José
Aransay, Ana María
Barrio, Rosa
Global Gene Expression Shift during the Transition from Early Neural Development to Late Neuronal Differentiation in Drosophila melanogaster
title Global Gene Expression Shift during the Transition from Early Neural Development to Late Neuronal Differentiation in Drosophila melanogaster
title_full Global Gene Expression Shift during the Transition from Early Neural Development to Late Neuronal Differentiation in Drosophila melanogaster
title_fullStr Global Gene Expression Shift during the Transition from Early Neural Development to Late Neuronal Differentiation in Drosophila melanogaster
title_full_unstemmed Global Gene Expression Shift during the Transition from Early Neural Development to Late Neuronal Differentiation in Drosophila melanogaster
title_short Global Gene Expression Shift during the Transition from Early Neural Development to Late Neuronal Differentiation in Drosophila melanogaster
title_sort global gene expression shift during the transition from early neural development to late neuronal differentiation in drosophila melanogaster
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4022633/
https://www.ncbi.nlm.nih.gov/pubmed/24830291
http://dx.doi.org/10.1371/journal.pone.0097703
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