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Identification of putative regulatory upstream ORFs in the yeast genome using heuristics and evolutionary conservation

BACKGROUND: The translational efficiency of an mRNA can be modulated by upstream open reading frames (uORFs) present in certain genes. A uORF can attenuate translation of the main ORF by interfering with translational reinitiation at the main start codon. uORFs also occur by chance in the genome, in...

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Autores principales: Cvijović, Marija, Dalevi, Daniel, Bilsland, Elizabeth, Kemp, Graham JL, Sunnerhagen, Per
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2007
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1964767/
https://www.ncbi.nlm.nih.gov/pubmed/17686169
http://dx.doi.org/10.1186/1471-2105-8-295
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author Cvijović, Marija
Dalevi, Daniel
Bilsland, Elizabeth
Kemp, Graham JL
Sunnerhagen, Per
author_facet Cvijović, Marija
Dalevi, Daniel
Bilsland, Elizabeth
Kemp, Graham JL
Sunnerhagen, Per
author_sort Cvijović, Marija
collection PubMed
description BACKGROUND: The translational efficiency of an mRNA can be modulated by upstream open reading frames (uORFs) present in certain genes. A uORF can attenuate translation of the main ORF by interfering with translational reinitiation at the main start codon. uORFs also occur by chance in the genome, in which case they do not have a regulatory role. Since the sequence determinants for functional uORFs are not understood, it is difficult to discriminate functional from spurious uORFs by sequence analysis. RESULTS: We have used comparative genomics to identify novel uORFs in yeast with a high likelihood of having a translational regulatory role. We examined uORFs, previously shown to play a role in regulation of translation in Saccharomyces cerevisiae, for evolutionary conservation within seven Saccharomyces species. Inspection of the set of conserved uORFs yielded the following three characteristics useful for discrimination of functional from spurious uORFs: a length between 4 and 6 codons, a distance from the start of the main ORF between 50 and 150 nucleotides, and finally a lack of overlap with, and clear separation from, neighbouring uORFs. These derived rules are inherently associated with uORFs with properties similar to the GCN4 locus, and may not detect most uORFs of other types. uORFs with high scores based on these rules showed a much higher evolutionary conservation than randomly selected uORFs. In a genome-wide scan in S. cerevisiae, we found 34 conserved uORFs from 32 genes that we predict to be functional; subsequent analysis showed the majority of these to be located within transcripts. A total of 252 genes were found containing conserved uORFs with properties indicative of a functional role; all but 7 are novel. Functional content analysis of this set identified an overrepresentation of genes involved in transcriptional control and development. CONCLUSION: Evolutionary conservation of uORFs in yeasts can be traced up to 100 million years of separation. The conserved uORFs have certain characteristics with respect to length, distance from each other and from the main start codon, and folding energy of the sequence. These newly found characteristics can be used to facilitate detection of other conserved uORFs.
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spelling pubmed-19647672007-09-05 Identification of putative regulatory upstream ORFs in the yeast genome using heuristics and evolutionary conservation Cvijović, Marija Dalevi, Daniel Bilsland, Elizabeth Kemp, Graham JL Sunnerhagen, Per BMC Bioinformatics Research Article BACKGROUND: The translational efficiency of an mRNA can be modulated by upstream open reading frames (uORFs) present in certain genes. A uORF can attenuate translation of the main ORF by interfering with translational reinitiation at the main start codon. uORFs also occur by chance in the genome, in which case they do not have a regulatory role. Since the sequence determinants for functional uORFs are not understood, it is difficult to discriminate functional from spurious uORFs by sequence analysis. RESULTS: We have used comparative genomics to identify novel uORFs in yeast with a high likelihood of having a translational regulatory role. We examined uORFs, previously shown to play a role in regulation of translation in Saccharomyces cerevisiae, for evolutionary conservation within seven Saccharomyces species. Inspection of the set of conserved uORFs yielded the following three characteristics useful for discrimination of functional from spurious uORFs: a length between 4 and 6 codons, a distance from the start of the main ORF between 50 and 150 nucleotides, and finally a lack of overlap with, and clear separation from, neighbouring uORFs. These derived rules are inherently associated with uORFs with properties similar to the GCN4 locus, and may not detect most uORFs of other types. uORFs with high scores based on these rules showed a much higher evolutionary conservation than randomly selected uORFs. In a genome-wide scan in S. cerevisiae, we found 34 conserved uORFs from 32 genes that we predict to be functional; subsequent analysis showed the majority of these to be located within transcripts. A total of 252 genes were found containing conserved uORFs with properties indicative of a functional role; all but 7 are novel. Functional content analysis of this set identified an overrepresentation of genes involved in transcriptional control and development. CONCLUSION: Evolutionary conservation of uORFs in yeasts can be traced up to 100 million years of separation. The conserved uORFs have certain characteristics with respect to length, distance from each other and from the main start codon, and folding energy of the sequence. These newly found characteristics can be used to facilitate detection of other conserved uORFs. BioMed Central 2007-08-08 /pmc/articles/PMC1964767/ /pubmed/17686169 http://dx.doi.org/10.1186/1471-2105-8-295 Text en Copyright © 2007 Cvijović et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( (http://creativecommons.org/licenses/by/2.0) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Cvijović, Marija
Dalevi, Daniel
Bilsland, Elizabeth
Kemp, Graham JL
Sunnerhagen, Per
Identification of putative regulatory upstream ORFs in the yeast genome using heuristics and evolutionary conservation
title Identification of putative regulatory upstream ORFs in the yeast genome using heuristics and evolutionary conservation
title_full Identification of putative regulatory upstream ORFs in the yeast genome using heuristics and evolutionary conservation
title_fullStr Identification of putative regulatory upstream ORFs in the yeast genome using heuristics and evolutionary conservation
title_full_unstemmed Identification of putative regulatory upstream ORFs in the yeast genome using heuristics and evolutionary conservation
title_short Identification of putative regulatory upstream ORFs in the yeast genome using heuristics and evolutionary conservation
title_sort identification of putative regulatory upstream orfs in the yeast genome using heuristics and evolutionary conservation
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1964767/
https://www.ncbi.nlm.nih.gov/pubmed/17686169
http://dx.doi.org/10.1186/1471-2105-8-295
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