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Jitterbug: somatic and germline transposon insertion detection at single-nucleotide resolution

BACKGROUND: Transposable elements are major players in genome evolution. Transposon insertion polymorphisms can translate into phenotypic differences in plants and animals and are linked to different diseases including human cancer, making their characterization highly relevant to the study of genom...

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Autores principales: Hénaff, Elizabeth, Zapata, Luís, Casacuberta, Josep M., Ossowski, Stephan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4603299/
https://www.ncbi.nlm.nih.gov/pubmed/26459856
http://dx.doi.org/10.1186/s12864-015-1975-5
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author Hénaff, Elizabeth
Zapata, Luís
Casacuberta, Josep M.
Ossowski, Stephan
author_facet Hénaff, Elizabeth
Zapata, Luís
Casacuberta, Josep M.
Ossowski, Stephan
author_sort Hénaff, Elizabeth
collection PubMed
description BACKGROUND: Transposable elements are major players in genome evolution. Transposon insertion polymorphisms can translate into phenotypic differences in plants and animals and are linked to different diseases including human cancer, making their characterization highly relevant to the study of genome evolution and genetic diseases. RESULTS: Here we present Jitterbug, a novel tool that identifies transposable element insertion sites at single-nucleotide resolution based on the pairedend mapping and clipped-read signatures produced by NGS alignments. Jitterbug can be easily integrated into existing NGS analysis pipelines, using the standard BAM format produced by frequently applied alignment tools (e.g. bwa, bowtie2), with no need to realign reads to a set of consensus transposon sequences. Jitterbug is highly sensitive and able to recall transposon insertions with a very high specificity, as demonstrated by benchmarks in the human and Arabidopsis genomes, and validation using long PacBio reads. In addition, Jitterbug estimates the zygosity of transposon insertions with high accuracy and can also identify somatic insertions. CONCLUSIONS: We demonstrate that Jitterbug can identify mosaic somatic transposon movement using sequenced tumor-normal sample pairs and allows for estimating the cancer cell fraction of clones containing a somatic TE insertion. We suggest that the independent methods we use to evaluate performance are a step towards creating a gold standard dataset for benchmarking structural variant prediction tools. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-015-1975-5) contains supplementary material, which is available to authorized users.
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spelling pubmed-46032992015-10-14 Jitterbug: somatic and germline transposon insertion detection at single-nucleotide resolution Hénaff, Elizabeth Zapata, Luís Casacuberta, Josep M. Ossowski, Stephan BMC Genomics Methodology Article BACKGROUND: Transposable elements are major players in genome evolution. Transposon insertion polymorphisms can translate into phenotypic differences in plants and animals and are linked to different diseases including human cancer, making their characterization highly relevant to the study of genome evolution and genetic diseases. RESULTS: Here we present Jitterbug, a novel tool that identifies transposable element insertion sites at single-nucleotide resolution based on the pairedend mapping and clipped-read signatures produced by NGS alignments. Jitterbug can be easily integrated into existing NGS analysis pipelines, using the standard BAM format produced by frequently applied alignment tools (e.g. bwa, bowtie2), with no need to realign reads to a set of consensus transposon sequences. Jitterbug is highly sensitive and able to recall transposon insertions with a very high specificity, as demonstrated by benchmarks in the human and Arabidopsis genomes, and validation using long PacBio reads. In addition, Jitterbug estimates the zygosity of transposon insertions with high accuracy and can also identify somatic insertions. CONCLUSIONS: We demonstrate that Jitterbug can identify mosaic somatic transposon movement using sequenced tumor-normal sample pairs and allows for estimating the cancer cell fraction of clones containing a somatic TE insertion. We suggest that the independent methods we use to evaluate performance are a step towards creating a gold standard dataset for benchmarking structural variant prediction tools. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-015-1975-5) contains supplementary material, which is available to authorized users. BioMed Central 2015-10-12 /pmc/articles/PMC4603299/ /pubmed/26459856 http://dx.doi.org/10.1186/s12864-015-1975-5 Text en © Hénaff et al. 2015 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Methodology Article
Hénaff, Elizabeth
Zapata, Luís
Casacuberta, Josep M.
Ossowski, Stephan
Jitterbug: somatic and germline transposon insertion detection at single-nucleotide resolution
title Jitterbug: somatic and germline transposon insertion detection at single-nucleotide resolution
title_full Jitterbug: somatic and germline transposon insertion detection at single-nucleotide resolution
title_fullStr Jitterbug: somatic and germline transposon insertion detection at single-nucleotide resolution
title_full_unstemmed Jitterbug: somatic and germline transposon insertion detection at single-nucleotide resolution
title_short Jitterbug: somatic and germline transposon insertion detection at single-nucleotide resolution
title_sort jitterbug: somatic and germline transposon insertion detection at single-nucleotide resolution
topic Methodology Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4603299/
https://www.ncbi.nlm.nih.gov/pubmed/26459856
http://dx.doi.org/10.1186/s12864-015-1975-5
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