Literature DB >> 24689688

Simultaneous folding of alternative RNA structures with mutual constraints: an application to next-generation sequencing-based RNA structure probing.

Cuncong Zhong1, Shaojie Zhang.   

Abstract

Recent advances in next-generation sequencing technology have significantly promoted high-throughput experimental probing of RNA secondary structures. The resulting enzymatic or chemical probing information is then incorporated into a minimum free energy folding algorithm to predict more accurate RNA secondary structures. A drawback of this approach is that it does not consider the presence of alternative RNA structures. In addition, the alternative RNA structures may contaminate experimental probing information of each other and direct the minimum free-energy folding to a wrong direction. In this article, we present a combinatorial solution for this problem, where two alternative structures can be folded simultaneously given the experimental probing information regarding the mixture of these two alternative structures. We have tested our algorithm with artificially generated mixture probing data on adenine riboswitch and thiamine pyrophosphate (TPP) riboswitch. The experimental results show that our algorithm can successfully recover the ON and OFF structures of these riboswitches.

Entities:  

Keywords:  RNA SHAPE chemistry; RNA alternative structures; RNA folding; high-throughput RNA structure probing; next-generation sequencing

Mesh:

Substances:

Year:  2014        PMID: 24689688      PMCID: PMC4116156          DOI: 10.1089/cmb.2013.0044

Source DB:  PubMed          Journal:  J Comput Biol        ISSN: 1066-5277            Impact factor:   1.479


  25 in total

1.  Multiplexed RNA structure characterization with selective 2'-hydroxyl acylation analyzed by primer extension sequencing (SHAPE-Seq).

Authors:  Julius B Lucks; Stefanie A Mortimer; Cole Trapnell; Shujun Luo; Sharon Aviran; Gary P Schroth; Lior Pachter; Jennifer A Doudna; Adam P Arkin
Journal:  Proc Natl Acad Sci U S A       Date:  2011-06-03       Impact factor: 11.205

2.  Modeling and automation of sequencing-based characterization of RNA structure.

Authors:  Sharon Aviran; Cole Trapnell; Julius B Lucks; Stefanie A Mortimer; Shujun Luo; Gary P Schroth; Jennifer A Doudna; Adam P Arkin; Lior Pachter
Journal:  Proc Natl Acad Sci U S A       Date:  2011-06-03       Impact factor: 11.205

3.  Finding stable local optimal RNA secondary structures.

Authors:  Yuan Li; Shaojie Zhang
Journal:  Bioinformatics       Date:  2011-09-08       Impact factor: 6.937

4.  Genome-wide measurement of RNA secondary structure in yeast.

Authors:  Michael Kertesz; Yue Wan; Elad Mazor; John L Rinn; Robert C Nutter; Howard Y Chang; Eran Segal
Journal:  Nature       Date:  2010-09-02       Impact factor: 49.962

Review 5.  Understanding the transcriptome through RNA structure.

Authors:  Yue Wan; Michael Kertesz; Robert C Spitale; Eran Segal; Howard Y Chang
Journal:  Nat Rev Genet       Date:  2011-08-18       Impact factor: 53.242

Review 6.  SHAPE-directed RNA secondary structure prediction.

Authors:  Justin T Low; Kevin M Weeks
Journal:  Methods       Date:  2010-06-08       Impact factor: 3.608

Review 7.  mRNA localization: gene expression in the spatial dimension.

Authors:  Kelsey C Martin; Anne Ephrussi
Journal:  Cell       Date:  2009-02-20       Impact factor: 41.582

8.  RNAstructure: software for RNA secondary structure prediction and analysis.

Authors:  Jessica S Reuter; David H Mathews
Journal:  BMC Bioinformatics       Date:  2010-03-15       Impact factor: 3.169

9.  Comparative study between transcriptionally- and translationally-acting adenine riboswitches reveals key differences in riboswitch regulatory mechanisms.

Authors:  Jean-François Lemay; Guillaume Desnoyers; Simon Blouin; Benoit Heppell; Laurène Bastet; Patrick St-Pierre; Eric Massé; Daniel A Lafontaine
Journal:  PLoS Genet       Date:  2011-01-20       Impact factor: 5.917

10.  FragSeq: transcriptome-wide RNA structure probing using high-throughput sequencing.

Authors:  Jason G Underwood; Andrew V Uzilov; Sol Katzman; Courtney S Onodera; Jacob E Mainzer; David H Mathews; Todd M Lowe; Sofie R Salama; David Haussler
Journal:  Nat Methods       Date:  2010-11-07       Impact factor: 28.547

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  2 in total

Review 1.  Computational analysis of RNA structures with chemical probing data.

Authors:  Ping Ge; Shaojie Zhang
Journal:  Methods       Date:  2015-02-14       Impact factor: 3.608

Review 2.  How to find RNA thermometers.

Authors:  Francesco Righetti; Franz Narberhaus
Journal:  Front Cell Infect Microbiol       Date:  2014-09-18       Impact factor: 5.293

  2 in total

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