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Conserved and divergent signals in 5’ splice site sequences across fungi, metazoa and plants
In eukaryotic organisms the ensemble of 5’ splice site sequences reflects the balance between natural nucleotide variability and minimal molecular constraints necessary to ensure splicing fidelity. This compromise shapes the underlying statistical patterns in the composition of donor splice site seq...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10599564/ https://www.ncbi.nlm.nih.gov/pubmed/37831726 http://dx.doi.org/10.1371/journal.pcbi.1011540 |
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author | Beckel, Maximiliano S. Kaufman, Bruno Yanovsky, Marcelo Chernomoretz, Ariel |
author_facet | Beckel, Maximiliano S. Kaufman, Bruno Yanovsky, Marcelo Chernomoretz, Ariel |
author_sort | Beckel, Maximiliano S. |
collection | PubMed |
description | In eukaryotic organisms the ensemble of 5’ splice site sequences reflects the balance between natural nucleotide variability and minimal molecular constraints necessary to ensure splicing fidelity. This compromise shapes the underlying statistical patterns in the composition of donor splice site sequences. The scope of this study was to mine conserved and divergent signals in the composition of 5’ splice site sequences. Because 5’ donor sequences are a major cue for proper recognition of splice sites, we reasoned that statistical regularities in their composition could reflect the biological functionality and evolutionary history associated with splicing mechanisms. Results: We considered a regularized maximum entropy modeling framework to mine for non-trivial two-site correlations in donor sequence datasets corresponding to 30 different eukaryotes. For each analyzed species, we identified minimal sets of two-site coupling patterns that were able to replicate, at a given regularization level, the observed one-site and two-site frequencies in donor sequences. By performing a systematic and comparative analysis of 5’splice sites we showed that lineage information could be traced from joint di-nucleotide probabilities. We were able to identify characteristic two-site coupling patterns for plants and animals, and propose that they may echo differences in splicing regulation previously reported between these groups. |
format | Online Article Text |
id | pubmed-10599564 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-105995642023-10-26 Conserved and divergent signals in 5’ splice site sequences across fungi, metazoa and plants Beckel, Maximiliano S. Kaufman, Bruno Yanovsky, Marcelo Chernomoretz, Ariel PLoS Comput Biol Research Article In eukaryotic organisms the ensemble of 5’ splice site sequences reflects the balance between natural nucleotide variability and minimal molecular constraints necessary to ensure splicing fidelity. This compromise shapes the underlying statistical patterns in the composition of donor splice site sequences. The scope of this study was to mine conserved and divergent signals in the composition of 5’ splice site sequences. Because 5’ donor sequences are a major cue for proper recognition of splice sites, we reasoned that statistical regularities in their composition could reflect the biological functionality and evolutionary history associated with splicing mechanisms. Results: We considered a regularized maximum entropy modeling framework to mine for non-trivial two-site correlations in donor sequence datasets corresponding to 30 different eukaryotes. For each analyzed species, we identified minimal sets of two-site coupling patterns that were able to replicate, at a given regularization level, the observed one-site and two-site frequencies in donor sequences. By performing a systematic and comparative analysis of 5’splice sites we showed that lineage information could be traced from joint di-nucleotide probabilities. We were able to identify characteristic two-site coupling patterns for plants and animals, and propose that they may echo differences in splicing regulation previously reported between these groups. Public Library of Science 2023-10-13 /pmc/articles/PMC10599564/ /pubmed/37831726 http://dx.doi.org/10.1371/journal.pcbi.1011540 Text en © 2023 Beckel et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Beckel, Maximiliano S. Kaufman, Bruno Yanovsky, Marcelo Chernomoretz, Ariel Conserved and divergent signals in 5’ splice site sequences across fungi, metazoa and plants |
title | Conserved and divergent signals in 5’ splice site sequences across fungi, metazoa and plants |
title_full | Conserved and divergent signals in 5’ splice site sequences across fungi, metazoa and plants |
title_fullStr | Conserved and divergent signals in 5’ splice site sequences across fungi, metazoa and plants |
title_full_unstemmed | Conserved and divergent signals in 5’ splice site sequences across fungi, metazoa and plants |
title_short | Conserved and divergent signals in 5’ splice site sequences across fungi, metazoa and plants |
title_sort | conserved and divergent signals in 5’ splice site sequences across fungi, metazoa and plants |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10599564/ https://www.ncbi.nlm.nih.gov/pubmed/37831726 http://dx.doi.org/10.1371/journal.pcbi.1011540 |
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