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ESSENTIALS: Software for Rapid Analysis of High Throughput Transposon Insertion Sequencing Data

High-throughput analysis of genome-wide random transposon mutant libraries is a powerful tool for (conditional) essential gene discovery. Recently, several next-generation sequencing approaches, e.g. Tn-seq/INseq, HITS and TraDIS, have been developed that accurately map the site of transposon insert...

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Autores principales: Zomer, Aldert, Burghout, Peter, Bootsma, Hester J., Hermans, Peter W. M., van Hijum, Sacha A. F. T.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3416827/
https://www.ncbi.nlm.nih.gov/pubmed/22900082
http://dx.doi.org/10.1371/journal.pone.0043012
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author Zomer, Aldert
Burghout, Peter
Bootsma, Hester J.
Hermans, Peter W. M.
van Hijum, Sacha A. F. T.
author_facet Zomer, Aldert
Burghout, Peter
Bootsma, Hester J.
Hermans, Peter W. M.
van Hijum, Sacha A. F. T.
author_sort Zomer, Aldert
collection PubMed
description High-throughput analysis of genome-wide random transposon mutant libraries is a powerful tool for (conditional) essential gene discovery. Recently, several next-generation sequencing approaches, e.g. Tn-seq/INseq, HITS and TraDIS, have been developed that accurately map the site of transposon insertions by mutant-specific amplification and sequence readout of DNA flanking the transposon insertions site, assigning a measure of essentiality based on the number of reads per insertion site flanking sequence or per gene. However, analysis of these large and complex datasets is hampered by the lack of an easy to use and automated tool for transposon insertion sequencing data. To fill this gap, we developed ESSENTIALS, an open source, web-based software tool for researchers in the genomics field utilizing transposon insertion sequencing analysis. It accurately predicts (conditionally) essential genes and offers the flexibility of using different sample normalization methods, genomic location bias correction, data preprocessing steps, appropriate statistical tests and various visualizations to examine the results, while requiring only a minimum of input and hands-on work from the researcher. We successfully applied ESSENTIALS to in-house and published Tn-seq, TraDIS and HITS datasets and we show that the various pre- and post-processing steps on the sequence reads and count data with ESSENTIALS considerably improve the sensitivity and specificity of predicted gene essentiality.
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spelling pubmed-34168272012-08-16 ESSENTIALS: Software for Rapid Analysis of High Throughput Transposon Insertion Sequencing Data Zomer, Aldert Burghout, Peter Bootsma, Hester J. Hermans, Peter W. M. van Hijum, Sacha A. F. T. PLoS One Research Article High-throughput analysis of genome-wide random transposon mutant libraries is a powerful tool for (conditional) essential gene discovery. Recently, several next-generation sequencing approaches, e.g. Tn-seq/INseq, HITS and TraDIS, have been developed that accurately map the site of transposon insertions by mutant-specific amplification and sequence readout of DNA flanking the transposon insertions site, assigning a measure of essentiality based on the number of reads per insertion site flanking sequence or per gene. However, analysis of these large and complex datasets is hampered by the lack of an easy to use and automated tool for transposon insertion sequencing data. To fill this gap, we developed ESSENTIALS, an open source, web-based software tool for researchers in the genomics field utilizing transposon insertion sequencing analysis. It accurately predicts (conditionally) essential genes and offers the flexibility of using different sample normalization methods, genomic location bias correction, data preprocessing steps, appropriate statistical tests and various visualizations to examine the results, while requiring only a minimum of input and hands-on work from the researcher. We successfully applied ESSENTIALS to in-house and published Tn-seq, TraDIS and HITS datasets and we show that the various pre- and post-processing steps on the sequence reads and count data with ESSENTIALS considerably improve the sensitivity and specificity of predicted gene essentiality. Public Library of Science 2012-08-10 /pmc/articles/PMC3416827/ /pubmed/22900082 http://dx.doi.org/10.1371/journal.pone.0043012 Text en © 2012 Zomer 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
Zomer, Aldert
Burghout, Peter
Bootsma, Hester J.
Hermans, Peter W. M.
van Hijum, Sacha A. F. T.
ESSENTIALS: Software for Rapid Analysis of High Throughput Transposon Insertion Sequencing Data
title ESSENTIALS: Software for Rapid Analysis of High Throughput Transposon Insertion Sequencing Data
title_full ESSENTIALS: Software for Rapid Analysis of High Throughput Transposon Insertion Sequencing Data
title_fullStr ESSENTIALS: Software for Rapid Analysis of High Throughput Transposon Insertion Sequencing Data
title_full_unstemmed ESSENTIALS: Software for Rapid Analysis of High Throughput Transposon Insertion Sequencing Data
title_short ESSENTIALS: Software for Rapid Analysis of High Throughput Transposon Insertion Sequencing Data
title_sort essentials: software for rapid analysis of high throughput transposon insertion sequencing data
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3416827/
https://www.ncbi.nlm.nih.gov/pubmed/22900082
http://dx.doi.org/10.1371/journal.pone.0043012
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