SPARCS: a web server to analyze (un)structured regions in coding RNA sequences.

Yang Zhang 1, 2 Yann Ponty 3, 4 Mathieu Blanchette 1 Eric Lecuyer 2, 5 Jérôme Waldispühl 1, *
* Corresponding author
4 AMIB - Algorithms and Models for Integrative Biology
LIX - Laboratoire d'informatique de l'École polytechnique [Palaiseau], LRI - Laboratoire de Recherche en Informatique, UP11 - Université Paris-Sud - Paris 11, Inria Saclay - Ile de France
Abstract : More than a simple carrier of the genetic information, messenger RNA (mRNA) coding regions can also harbor functional elements that evolved to control different post-transcriptional processes, such as mRNA splicing, localization and translation. Functional elements in RNA molecules are often encoded by secondary structure elements. In this aticle, we introduce Structural Profile Assignment of RNA Coding Sequences (SPARCS), an efficient method to analyze the (secondary) structure profile of protein-coding regions in mRNAs. First, we develop a novel algorithm that enables us to sample uniformly the sequence landscape preserving the dinucleotide frequency and the encoded amino acid sequence of the input mRNA. Then, we use this algorithm to generate a set of artificial sequences that is used to estimate the Z-score of classical structural metrics such as the sum of base pairing probabilities and the base pairing entropy. Finally, we use these metrics to predict structured and unstructured regions in the input mRNA sequence. We applied our methods to study the structural profile of the ASH1 genes and recovered key structural elements. A web server implementing this discovery pipeline is available at http://csb.cs.mcgill.ca/sparcs together with the source code of the sampling algorithm.
Complete list of metadatas

Cited literature [21 references]  Display  Hide  Download

https://hal.inria.fr/hal-00819017
Contributor : Yann Ponty <>
Submitted on : Monday, April 29, 2013 - 6:46:41 PM
Last modification on : Wednesday, March 27, 2019 - 4:41:29 PM
Long-term archiving on : Tuesday, April 4, 2017 - 1:46:26 AM

Files

main.pdf
Files produced by the author(s)

Identifiers

Collections

Citation

Yang Zhang, Yann Ponty, Mathieu Blanchette, Eric Lecuyer, Jérôme Waldispühl. SPARCS: a web server to analyze (un)structured regions in coding RNA sequences.. Nucleic Acids Research, Oxford University Press, 2013, Web Server Issue, 41 (Web Server issue), pp.W480-5. ⟨10.1093/nar/gkt461⟩. ⟨hal-00819017⟩

Share

Metrics

Record views

636

Files downloads

956