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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...

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Autores principales: Ptok, Johannes, Müller, Lisa, Ostermann, Philipp Niklas, Ritchie, Anastasia, Dilthey, Alexander T., Theiss, Stephan, Schaal, Heiner
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Research Network of Computational and Structural Biotechnology 2021
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.
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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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