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Light-RCV: a lightweight read coverage viewer for next generation sequencing data

BACKGROUND: Next-generation sequencing (NGS) technologies has brought an unprecedented amount of genomic data for analysis. Unlike array-based profiling technologies, NGS can reveal the expression profile across a transcript at the base level. Such a base-level read coverage provides further insight...

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Autores principales: Chang, Che-Wei, Lee, Wen-Bin, Chen-Deng, An, Liu, Tsunglin, Tseng, Joseph T, Chang, Darby Tien-Hao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4682413/
https://www.ncbi.nlm.nih.gov/pubmed/26680734
http://dx.doi.org/10.1186/1471-2105-16-S18-S11
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author Chang, Che-Wei
Lee, Wen-Bin
Chen-Deng, An
Liu, Tsunglin
Tseng, Joseph T
Chang, Darby Tien-Hao
author_facet Chang, Che-Wei
Lee, Wen-Bin
Chen-Deng, An
Liu, Tsunglin
Tseng, Joseph T
Chang, Darby Tien-Hao
author_sort Chang, Che-Wei
collection PubMed
description BACKGROUND: Next-generation sequencing (NGS) technologies has brought an unprecedented amount of genomic data for analysis. Unlike array-based profiling technologies, NGS can reveal the expression profile across a transcript at the base level. Such a base-level read coverage provides further insights for alternative mRNA splicing, single-nucleotide polymorphism (SNP), novel transcript discovery, etc. However, to our best knowledge, none of existing NGS viewers can timely visualize genome-wide base-level read coverages in an interactive environment. RESULTS: This study proposes an efficient visualization pipeline and implements a lightweight read coverage viewer, Light-RCV, with the proposed pipeline. Light-RCV consists of four featured designs on the path from raw NGS data to the final visualized read coverage: i) read coverage construction algorithm, ii) multi-resolution profiles, iii) two-stage architecture and iv) storage format. With these designs, Light-RCV achieves a < 0.5s response time on any scale of genomic ranges, including whole chromosomes. Finally, a case study was performed to demonstrate the importance of visualizing base-level read coverage and the value of Light-RCV. CONCLUSIONS: Compared with multi-functional genome viewers such as Artemis, Savant, Tablet and Integrative Genomics Viewer (IGV), Light-RCV is designed only for visualization. Therefore, it does not provide advanced analyses. However, its backend technology provides an efficient kernel of base-level visualization that can be easily embedded to other viewers. This viewer is the first to provide timely visualization of genome-wide read coverage at the base level in an interactive environment. The software is available for free at http://lightrcv.ee.ncku.edu.tw.
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spelling pubmed-46824132015-12-21 Light-RCV: a lightweight read coverage viewer for next generation sequencing data Chang, Che-Wei Lee, Wen-Bin Chen-Deng, An Liu, Tsunglin Tseng, Joseph T Chang, Darby Tien-Hao BMC Bioinformatics Research BACKGROUND: Next-generation sequencing (NGS) technologies has brought an unprecedented amount of genomic data for analysis. Unlike array-based profiling technologies, NGS can reveal the expression profile across a transcript at the base level. Such a base-level read coverage provides further insights for alternative mRNA splicing, single-nucleotide polymorphism (SNP), novel transcript discovery, etc. However, to our best knowledge, none of existing NGS viewers can timely visualize genome-wide base-level read coverages in an interactive environment. RESULTS: This study proposes an efficient visualization pipeline and implements a lightweight read coverage viewer, Light-RCV, with the proposed pipeline. Light-RCV consists of four featured designs on the path from raw NGS data to the final visualized read coverage: i) read coverage construction algorithm, ii) multi-resolution profiles, iii) two-stage architecture and iv) storage format. With these designs, Light-RCV achieves a < 0.5s response time on any scale of genomic ranges, including whole chromosomes. Finally, a case study was performed to demonstrate the importance of visualizing base-level read coverage and the value of Light-RCV. CONCLUSIONS: Compared with multi-functional genome viewers such as Artemis, Savant, Tablet and Integrative Genomics Viewer (IGV), Light-RCV is designed only for visualization. Therefore, it does not provide advanced analyses. However, its backend technology provides an efficient kernel of base-level visualization that can be easily embedded to other viewers. This viewer is the first to provide timely visualization of genome-wide read coverage at the base level in an interactive environment. The software is available for free at http://lightrcv.ee.ncku.edu.tw. BioMed Central 2015-12-09 /pmc/articles/PMC4682413/ /pubmed/26680734 http://dx.doi.org/10.1186/1471-2105-16-S18-S11 Text en Copyright © 2015 Chang 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 (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. 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 Research
Chang, Che-Wei
Lee, Wen-Bin
Chen-Deng, An
Liu, Tsunglin
Tseng, Joseph T
Chang, Darby Tien-Hao
Light-RCV: a lightweight read coverage viewer for next generation sequencing data
title Light-RCV: a lightweight read coverage viewer for next generation sequencing data
title_full Light-RCV: a lightweight read coverage viewer for next generation sequencing data
title_fullStr Light-RCV: a lightweight read coverage viewer for next generation sequencing data
title_full_unstemmed Light-RCV: a lightweight read coverage viewer for next generation sequencing data
title_short Light-RCV: a lightweight read coverage viewer for next generation sequencing data
title_sort light-rcv: a lightweight read coverage viewer for next generation sequencing data
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4682413/
https://www.ncbi.nlm.nih.gov/pubmed/26680734
http://dx.doi.org/10.1186/1471-2105-16-S18-S11
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