Cargando…
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...
Autores principales: | , , , , , |
---|---|
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 |
_version_ | 1782402655440601088 |
---|---|
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. |
format | Online Article Text |
id | pubmed-4659627 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT levinliron lemonsatoolfortheidentificationofsplicejunctionsintranscriptomesoforganismslackingreferencegenomes AT baryaacovdan lemonsatoolfortheidentificationofsplicejunctionsintranscriptomesoforganismslackingreferencegenomes AT bouskilaamos lemonsatoolfortheidentificationofsplicejunctionsintranscriptomesoforganismslackingreferencegenomes AT chorevmichal lemonsatoolfortheidentificationofsplicejunctionsintranscriptomesoforganismslackingreferencegenomes AT carmelliran lemonsatoolfortheidentificationofsplicejunctionsintranscriptomesoforganismslackingreferencegenomes AT mishmardan lemonsatoolfortheidentificationofsplicejunctionsintranscriptomesoforganismslackingreferencegenomes |