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Modifying splice site usage with ModCon: Maintaining the genetic code while changing the underlying mRNP code
Codon degeneracy of amino acid sequences permits an additional “mRNP code” layer underlying the genetic code that is related to RNA processing. In pre-mRNA splicing, splice site usage is determined by both intrinsic strength and sequence context providing RNA binding sites for splicing regulatory pr...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Research Network of Computational and Structural Biotechnology
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8178101/ https://www.ncbi.nlm.nih.gov/pubmed/34136105 http://dx.doi.org/10.1016/j.csbj.2021.05.033 |
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author | Ptok, Johannes Müller, Lisa Ostermann, Philipp Niklas Ritchie, Anastasia Dilthey, Alexander T. Theiss, Stephan Schaal, Heiner |
author_facet | Ptok, Johannes Müller, Lisa Ostermann, Philipp Niklas Ritchie, Anastasia Dilthey, Alexander T. Theiss, Stephan Schaal, Heiner |
author_sort | Ptok, Johannes |
collection | PubMed |
description | Codon degeneracy of amino acid sequences permits an additional “mRNP code” layer underlying the genetic code that is related to RNA processing. In pre-mRNA splicing, splice site usage is determined by both intrinsic strength and sequence context providing RNA binding sites for splicing regulatory proteins. In this study, we systematically examined modification of splicing regulatory properties in the neighborhood of a GT site, i.e. potential splice site, without altering the encoded amino acids. We quantified the splicing regulatory properties of the neighborhood around a potential splice site by its Splice Site HEXplorer Weight (SSHW) based on the HEXplorer score algorithm. To systematically modify GT site neighborhoods, either minimizing or maximizing their SSHW, we designed the novel stochastic optimization algorithm ModCon that applies a genetic algorithm with stochastic crossover, insertion and random mutation elements supplemented by a heuristic sliding window approach. To assess the achievable range in SSHW in human splice donors without altering the encoded amino acids, we applied ModCon to a set of 1000 randomly selected Ensembl annotated human splice donor sites, achieving substantial and accurate changes in SSHW. Using ModCon optimization, we successfully switched splice donor usage in a splice site competition reporter containing coding sequences from FANCA, FANCB or BRCA2, while retaining their amino acid coding information. The ModCon algorithm and its R package implementation can assist in reporter design by either introducing novel splice sites, silencing accidental, undesired splice sites, and by generally modifying the entire mRNP code while maintaining the genetic code. |
format | Online Article Text |
id | pubmed-8178101 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Research Network of Computational and Structural Biotechnology |
record_format | MEDLINE/PubMed |
spelling | pubmed-81781012021-06-15 Modifying splice site usage with ModCon: Maintaining the genetic code while changing the underlying mRNP code Ptok, Johannes Müller, Lisa Ostermann, Philipp Niklas Ritchie, Anastasia Dilthey, Alexander T. Theiss, Stephan Schaal, Heiner Comput Struct Biotechnol J Research Article Codon degeneracy of amino acid sequences permits an additional “mRNP code” layer underlying the genetic code that is related to RNA processing. In pre-mRNA splicing, splice site usage is determined by both intrinsic strength and sequence context providing RNA binding sites for splicing regulatory proteins. In this study, we systematically examined modification of splicing regulatory properties in the neighborhood of a GT site, i.e. potential splice site, without altering the encoded amino acids. We quantified the splicing regulatory properties of the neighborhood around a potential splice site by its Splice Site HEXplorer Weight (SSHW) based on the HEXplorer score algorithm. To systematically modify GT site neighborhoods, either minimizing or maximizing their SSHW, we designed the novel stochastic optimization algorithm ModCon that applies a genetic algorithm with stochastic crossover, insertion and random mutation elements supplemented by a heuristic sliding window approach. To assess the achievable range in SSHW in human splice donors without altering the encoded amino acids, we applied ModCon to a set of 1000 randomly selected Ensembl annotated human splice donor sites, achieving substantial and accurate changes in SSHW. Using ModCon optimization, we successfully switched splice donor usage in a splice site competition reporter containing coding sequences from FANCA, FANCB or BRCA2, while retaining their amino acid coding information. The ModCon algorithm and its R package implementation can assist in reporter design by either introducing novel splice sites, silencing accidental, undesired splice sites, and by generally modifying the entire mRNP code while maintaining the genetic code. Research Network of Computational and Structural Biotechnology 2021-05-21 /pmc/articles/PMC8178101/ /pubmed/34136105 http://dx.doi.org/10.1016/j.csbj.2021.05.033 Text en © 2021 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Research Article Ptok, Johannes Müller, Lisa Ostermann, Philipp Niklas Ritchie, Anastasia Dilthey, Alexander T. Theiss, Stephan Schaal, Heiner Modifying splice site usage with ModCon: Maintaining the genetic code while changing the underlying mRNP code |
title | Modifying splice site usage with ModCon: Maintaining the genetic code while changing the underlying mRNP code |
title_full | Modifying splice site usage with ModCon: Maintaining the genetic code while changing the underlying mRNP code |
title_fullStr | Modifying splice site usage with ModCon: Maintaining the genetic code while changing the underlying mRNP code |
title_full_unstemmed | Modifying splice site usage with ModCon: Maintaining the genetic code while changing the underlying mRNP code |
title_short | Modifying splice site usage with ModCon: Maintaining the genetic code while changing the underlying mRNP code |
title_sort | modifying splice site usage with modcon: maintaining the genetic code while changing the underlying mrnp code |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8178101/ https://www.ncbi.nlm.nih.gov/pubmed/34136105 http://dx.doi.org/10.1016/j.csbj.2021.05.033 |
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