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Molecular processes during fat cell development revealed by gene expression profiling and functional annotation

BACKGROUND: Large-scale transcription profiling of cell models and model organisms can identify novel molecular components involved in fat cell development. Detailed characterization of the sequences of identified gene products has not been done and global mechanisms have not been investigated. We e...

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Autores principales: Hackl, Hubert, Burkard, Thomas Rainer, Sturn, Alexander, Rubio, Renee, Schleiffer, Alexander, Tian, Sun, Quackenbush, John, Eisenhaber, Frank, Trajanoski, Zlatko
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2005
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1414107/
https://www.ncbi.nlm.nih.gov/pubmed/16420668
http://dx.doi.org/10.1186/gb-2005-6-13-r108
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author Hackl, Hubert
Burkard, Thomas Rainer
Sturn, Alexander
Rubio, Renee
Schleiffer, Alexander
Tian, Sun
Quackenbush, John
Eisenhaber, Frank
Trajanoski, Zlatko
author_facet Hackl, Hubert
Burkard, Thomas Rainer
Sturn, Alexander
Rubio, Renee
Schleiffer, Alexander
Tian, Sun
Quackenbush, John
Eisenhaber, Frank
Trajanoski, Zlatko
author_sort Hackl, Hubert
collection PubMed
description BACKGROUND: Large-scale transcription profiling of cell models and model organisms can identify novel molecular components involved in fat cell development. Detailed characterization of the sequences of identified gene products has not been done and global mechanisms have not been investigated. We evaluated the extent to which molecular processes can be revealed by expression profiling and functional annotation of genes that are differentially expressed during fat cell development. RESULTS: Mouse microarrays with more than 27,000 elements were developed, and transcriptional profiles of 3T3-L1 cells (pre-adipocyte cells) were monitored during differentiation. In total, 780 differentially expressed expressed sequence tags (ESTs) were subjected to in-depth bioinformatics analyses. The analysis of 3'-untranslated region sequences from 395 ESTs showed that 71% of the differentially expressed genes could be regulated by microRNAs. A molecular atlas of fat cell development was then constructed by de novo functional annotation on a sequence segment/domain-wise basis of 659 protein sequences, and subsequent mapping onto known pathways, possible cellular roles, and subcellular localizations. Key enzymes in 27 out of 36 investigated metabolic pathways were regulated at the transcriptional level, typically at the rate-limiting steps in these pathways. Also, coexpressed genes rarely shared consensus transcription-factor binding sites, and were typically not clustered in adjacent chromosomal regions, but were instead widely dispersed throughout the genome. CONCLUSIONS: Large-scale transcription profiling in conjunction with sophisticated bioinformatics analyses can provide not only a list of novel players in a particular setting but also a global view on biological processes and molecular networks.
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spelling pubmed-14141072006-03-28 Molecular processes during fat cell development revealed by gene expression profiling and functional annotation Hackl, Hubert Burkard, Thomas Rainer Sturn, Alexander Rubio, Renee Schleiffer, Alexander Tian, Sun Quackenbush, John Eisenhaber, Frank Trajanoski, Zlatko Genome Biol Research BACKGROUND: Large-scale transcription profiling of cell models and model organisms can identify novel molecular components involved in fat cell development. Detailed characterization of the sequences of identified gene products has not been done and global mechanisms have not been investigated. We evaluated the extent to which molecular processes can be revealed by expression profiling and functional annotation of genes that are differentially expressed during fat cell development. RESULTS: Mouse microarrays with more than 27,000 elements were developed, and transcriptional profiles of 3T3-L1 cells (pre-adipocyte cells) were monitored during differentiation. In total, 780 differentially expressed expressed sequence tags (ESTs) were subjected to in-depth bioinformatics analyses. The analysis of 3'-untranslated region sequences from 395 ESTs showed that 71% of the differentially expressed genes could be regulated by microRNAs. A molecular atlas of fat cell development was then constructed by de novo functional annotation on a sequence segment/domain-wise basis of 659 protein sequences, and subsequent mapping onto known pathways, possible cellular roles, and subcellular localizations. Key enzymes in 27 out of 36 investigated metabolic pathways were regulated at the transcriptional level, typically at the rate-limiting steps in these pathways. Also, coexpressed genes rarely shared consensus transcription-factor binding sites, and were typically not clustered in adjacent chromosomal regions, but were instead widely dispersed throughout the genome. CONCLUSIONS: Large-scale transcription profiling in conjunction with sophisticated bioinformatics analyses can provide not only a list of novel players in a particular setting but also a global view on biological processes and molecular networks. BioMed Central 2005 2005-12-19 /pmc/articles/PMC1414107/ /pubmed/16420668 http://dx.doi.org/10.1186/gb-2005-6-13-r108 Text en Copyright © 2005 Hackl et al.; licensee BioMed Central Ltd.
spellingShingle Research
Hackl, Hubert
Burkard, Thomas Rainer
Sturn, Alexander
Rubio, Renee
Schleiffer, Alexander
Tian, Sun
Quackenbush, John
Eisenhaber, Frank
Trajanoski, Zlatko
Molecular processes during fat cell development revealed by gene expression profiling and functional annotation
title Molecular processes during fat cell development revealed by gene expression profiling and functional annotation
title_full Molecular processes during fat cell development revealed by gene expression profiling and functional annotation
title_fullStr Molecular processes during fat cell development revealed by gene expression profiling and functional annotation
title_full_unstemmed Molecular processes during fat cell development revealed by gene expression profiling and functional annotation
title_short Molecular processes during fat cell development revealed by gene expression profiling and functional annotation
title_sort molecular processes during fat cell development revealed by gene expression profiling and functional annotation
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1414107/
https://www.ncbi.nlm.nih.gov/pubmed/16420668
http://dx.doi.org/10.1186/gb-2005-6-13-r108
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