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LEMONS – A Tool for the Identification of Splice Junctions in Transcriptomes of Organisms Lacking Reference Genomes

RNA-seq is becoming a preferred tool for genomics studies of model and non-model organisms. However, DNA-based analysis of organisms lacking sequenced genomes cannot rely on RNA-seq data alone to isolate most genes of interest, as DNA codes both exons and introns. With this in mind, we designed a no...

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Autores principales: Levin, Liron, Bar-Yaacov, Dan, Bouskila, Amos, Chorev, Michal, Carmel, Liran, Mishmar, Dan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4659627/
https://www.ncbi.nlm.nih.gov/pubmed/26606265
http://dx.doi.org/10.1371/journal.pone.0143329
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author Levin, Liron
Bar-Yaacov, Dan
Bouskila, Amos
Chorev, Michal
Carmel, Liran
Mishmar, Dan
author_facet Levin, Liron
Bar-Yaacov, Dan
Bouskila, Amos
Chorev, Michal
Carmel, Liran
Mishmar, Dan
author_sort Levin, Liron
collection PubMed
description RNA-seq is becoming a preferred tool for genomics studies of model and non-model organisms. However, DNA-based analysis of organisms lacking sequenced genomes cannot rely on RNA-seq data alone to isolate most genes of interest, as DNA codes both exons and introns. With this in mind, we designed a novel tool, LEMONS, that exploits the evolutionary conservation of both exon/intron boundary positions and splice junction recognition signals to produce high throughput splice-junction predictions in the absence of a reference genome. When tested on multiple annotated vertebrate mRNA data, LEMONS accurately identified 87% (average) of the splice-junctions. LEMONS was then applied to our updated Mediterranean chameleon transcriptome, which lacks a reference genome, and predicted a total of 90,820 exon-exon junctions. We experimentally verified these splice-junction predictions by amplifying and sequencing twenty randomly selected genes from chameleon DNA templates. Exons and introns were detected in 19 of 20 of the positions predicted by LEMONS. To the best of our knowledge, LEMONS is currently the only experimentally verified tool that can accurately predict splice-junctions in organisms that lack a reference genome.
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spelling pubmed-46596272015-12-02 LEMONS – A Tool for the Identification of Splice Junctions in Transcriptomes of Organisms Lacking Reference Genomes Levin, Liron Bar-Yaacov, Dan Bouskila, Amos Chorev, Michal Carmel, Liran Mishmar, Dan PLoS One Research Article RNA-seq is becoming a preferred tool for genomics studies of model and non-model organisms. However, DNA-based analysis of organisms lacking sequenced genomes cannot rely on RNA-seq data alone to isolate most genes of interest, as DNA codes both exons and introns. With this in mind, we designed a novel tool, LEMONS, that exploits the evolutionary conservation of both exon/intron boundary positions and splice junction recognition signals to produce high throughput splice-junction predictions in the absence of a reference genome. When tested on multiple annotated vertebrate mRNA data, LEMONS accurately identified 87% (average) of the splice-junctions. LEMONS was then applied to our updated Mediterranean chameleon transcriptome, which lacks a reference genome, and predicted a total of 90,820 exon-exon junctions. We experimentally verified these splice-junction predictions by amplifying and sequencing twenty randomly selected genes from chameleon DNA templates. Exons and introns were detected in 19 of 20 of the positions predicted by LEMONS. To the best of our knowledge, LEMONS is currently the only experimentally verified tool that can accurately predict splice-junctions in organisms that lack a reference genome. Public Library of Science 2015-11-25 /pmc/articles/PMC4659627/ /pubmed/26606265 http://dx.doi.org/10.1371/journal.pone.0143329 Text en © 2015 Levin et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Levin, Liron
Bar-Yaacov, Dan
Bouskila, Amos
Chorev, Michal
Carmel, Liran
Mishmar, Dan
LEMONS – A Tool for the Identification of Splice Junctions in Transcriptomes of Organisms Lacking Reference Genomes
title LEMONS – A Tool for the Identification of Splice Junctions in Transcriptomes of Organisms Lacking Reference Genomes
title_full LEMONS – A Tool for the Identification of Splice Junctions in Transcriptomes of Organisms Lacking Reference Genomes
title_fullStr LEMONS – A Tool for the Identification of Splice Junctions in Transcriptomes of Organisms Lacking Reference Genomes
title_full_unstemmed LEMONS – A Tool for the Identification of Splice Junctions in Transcriptomes of Organisms Lacking Reference Genomes
title_short LEMONS – A Tool for the Identification of Splice Junctions in Transcriptomes of Organisms Lacking Reference Genomes
title_sort lemons – a tool for the identification of splice junctions in transcriptomes of organisms lacking reference genomes
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4659627/
https://www.ncbi.nlm.nih.gov/pubmed/26606265
http://dx.doi.org/10.1371/journal.pone.0143329
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