Literature DB >> 33800268

A Web Server for Designing Molecular Switches Composed of Two Interacting RNAs.

Akito Taneda1, Kengo Sato2.   

Abstract

The programmability of RNA-RNA interactions through intermolecular base-pairing has been successfully exploited to design a variety of RNA devices that artificially regulate gene expression. An in silico design for interacting structured RNA sequences that satisfies multiple design criteria becomes a complex multi-objective problem. Although multi-objective optimization is a powerful technique that explores a vast solution space without empirical weights between design objectives, to date, no web service for multi-objective design of RNA switches that utilizes RNA-RNA interaction has been proposed. We developed a web server, which is based on a multi-objective design algorithm called MODENA, to design two interacting RNAs that form a complex in silico. By predicting the secondary structures with RactIP during the design process, we can design RNAs that form a joint secondary structure with an external pseudoknot. The energy barrier upon the complex formation is modeled by an interaction seed that is optimized in the design algorithm. We benchmarked the RNA switch design approaches (MODENA+RactIP and MODENA+RNAcofold) for the target structures based on natural RNA-RNA interactions. As a result, MODENA+RactIP showed high design performance for the benchmark datasets.

Entities:  

Keywords:  RNA–RNA interaction; genetic algorithm; in silico design; multi-objective optimization; secondary structure; synthetic biology

Mesh:

Substances:

Year:  2021        PMID: 33800268      PMCID: PMC7962656          DOI: 10.3390/ijms22052720

Source DB:  PubMed          Journal:  Int J Mol Sci        ISSN: 1422-0067            Impact factor:   5.923


  24 in total

1.  NUPACK: Analysis and design of nucleic acid systems.

Authors:  Joseph N Zadeh; Conrad D Steenberg; Justin S Bois; Brian R Wolfe; Marshall B Pierce; Asif R Khan; Robert M Dirks; Niles A Pierce
Journal:  J Comput Chem       Date:  2011-01-15       Impact factor: 3.376

Review 2.  Engineering CRISPR guide RNA riboswitches for in vivo applications.

Authors:  Roberto Galizi; Alfonso Jaramillo
Journal:  Curr Opin Biotechnol       Date:  2018-09-25       Impact factor: 9.740

3.  Multistrand Structure Prediction of Nucleic Acid Assemblies and Design of RNA Switches.

Authors:  Eckart Bindewald; Kirill A Afonin; Mathias Viard; Paul Zakrevsky; Taejin Kim; Bruce A Shapiro
Journal:  Nano Lett       Date:  2016-02-29       Impact factor: 11.189

4.  RiboMaker: computational design of conformation-based riboregulation.

Authors:  Guillermo Rodrigo; Alfonso Jaramillo
Journal:  Bioinformatics       Date:  2014-05-14       Impact factor: 6.937

5.  An accessibility-incorporated method for accurate prediction of RNA-RNA interactions from sequence data.

Authors:  Yuki Kato; Tomoya Mori; Kengo Sato; Shingo Maegawa; Hiroshi Hosokawa; Tatsuya Akutsu
Journal:  Bioinformatics       Date:  2016-09-23       Impact factor: 6.937

6.  RactIP: fast and accurate prediction of RNA-RNA interaction using integer programming.

Authors:  Yuki Kato; Kengo Sato; Michiaki Hamada; Yoshihide Watanabe; Kiyoshi Asai; Tatsuya Akutsu
Journal:  Bioinformatics       Date:  2010-09-15       Impact factor: 6.937

7.  Complete RNA inverse folding: computational design of functional hammerhead ribozymes.

Authors:  Ivan Dotu; Juan Antonio Garcia-Martin; Betty L Slinger; Vinodh Mechery; Michelle M Meyer; Peter Clote
Journal:  Nucleic Acids Res       Date:  2014-09-10       Impact factor: 16.971

8.  De novo automated design of small RNA circuits for engineering synthetic riboregulation in living cells.

Authors:  Guillermo Rodrigo; Thomas E Landrain; Alfonso Jaramillo
Journal:  Proc Natl Acad Sci U S A       Date:  2012-09-04       Impact factor: 11.205

9.  RCPred: RNA complex prediction as a constrained maximum weight clique problem.

Authors:  Audrey Legendre; Eric Angel; Fariza Tahi
Journal:  BMC Bioinformatics       Date:  2019-03-29       Impact factor: 3.169

10.  Multi-objective optimization for RNA design with multiple target secondary structures.

Authors:  Akito Taneda
Journal:  BMC Bioinformatics       Date:  2015-09-03       Impact factor: 3.169

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