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ISMapper: Identifying insertion sequences in bacterial genomes from short read sequence data

View ORCID ProfileJane Hawkey, View ORCID ProfileMohammad Hamidian, View ORCID ProfileRyan R. Wick, View ORCID ProfileDavid J. Edwards, View ORCID ProfileHelen Billman-Jacob, View ORCID ProfileRuth M. Hall, View ORCID ProfileKathryn E. Holt
doi: https://doi.org/10.1101/016345
Jane Hawkey
1Department of Biochemistry and Molecular Biology, Bio21 Molecular Science and Biotechnology Institute, University of Melbourne, Parkville, Victoria, Australia 3010
2Faculty of Veterinary and Agricultural Science, University of Melbourne, Parkville, Victoria, Australia 3010
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Mohammad Hamidian
3School of Molecular Bioscience, The University of Sydney, Sydney, Australia 2006
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Ryan R. Wick
1Department of Biochemistry and Molecular Biology, Bio21 Molecular Science and Biotechnology Institute, University of Melbourne, Parkville, Victoria, Australia 3010
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David J. Edwards
1Department of Biochemistry and Molecular Biology, Bio21 Molecular Science and Biotechnology Institute, University of Melbourne, Parkville, Victoria, Australia 3010
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Helen Billman-Jacob
2Faculty of Veterinary and Agricultural Science, University of Melbourne, Parkville, Victoria, Australia 3010
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Ruth M. Hall
3School of Molecular Bioscience, The University of Sydney, Sydney, Australia 2006
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Kathryn E. Holt
1Department of Biochemistry and Molecular Biology, Bio21 Molecular Science and Biotechnology Institute, University of Melbourne, Parkville, Victoria, Australia 3010
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Abstract

Background Insertion sequences (IS) are small transposable elements, commonly found in bacterial genomes. Identifying the location of IS in bacterial genomes can be useful for a variety of purposes including epidemiological tracking and predicting antibiotic resistance. However IS are commonly present in multiple copies in a single genome, which complicates genome assembly and the identification of IS insertion sites. Here we present ISMapper, a mapping-based tool for identification of the site and orientation of IS insertions in bacterial genomes, direct from paired-end short read data.

Results ISMapper was validated using three types of short read data: (i) simulated reads from a variety of species, (ii) Illumina reads from 5 isolates for which finished genome sequences were available for comparison, and (iii) Illumina reads from 7 Acinetobacter baumannii isolates for which predicted IS locations were tested using PCR. A total of 20 genomes, including 13 species and 32 distinct IS, were used for validation. ISMapper correctly identified 96% of known IS insertions in the analysis of simulated reads, and 98% in real Illumina reads. Subsampling of real Illumina reads to lower depths indicated ISMapper was reliable for average genome-wide read depths >20x. All ISAba1 insertions identified by ISMapper in the A. baumannii genomes were confirmed by PCR. In each A. baumannii genome, ISMapper successfully identified an IS insertion upstream of the ampC beta-lactamase that could explain phenotypic resistance to third-generation cephalosporins. The utility of ISMapper was further demonstrated by profiling genome-wide IS6110 insertions in 138 publicly available Mycobacterium tuberculosis genomes, revealing lineage-speific inserction and multi inserction hotspot.

Conclusions ISMapper provides a rapid and robust method for identifying IS insertion sites direct from short read data, with a high degree of accuracy demonstrated across a wide range of bacteria.

Footnotes

  • Email addresses: Jane Hawkey: hawkey.jane{at}gmail.com, Helen Billman-Jacobe: hbj{at}unimelb.edu.au, Mohammad Hamidian: mohammad.hamidian{at}sydney.edu.au, Ryan R. Wick: rwick{at}student.unimelb.edu.au, David J. Edwards: d.edwards2{at}student.unimelb.edu.au, Ruth M. Hall: ruth.hall{at}sydney.edu.au, Kathryn E. Holt: kholt{at}unimelb.edu.au

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY 4.0 International license.
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Posted March 10, 2015.
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ISMapper: Identifying insertion sequences in bacterial genomes from short read sequence data
Jane Hawkey, Mohammad Hamidian, Ryan R. Wick, David J. Edwards, Helen Billman-Jacob, Ruth M. Hall, Kathryn E. Holt
bioRxiv 016345; doi: https://doi.org/10.1101/016345
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ISMapper: Identifying insertion sequences in bacterial genomes from short read sequence data
Jane Hawkey, Mohammad Hamidian, Ryan R. Wick, David J. Edwards, Helen Billman-Jacob, Ruth M. Hall, Kathryn E. Holt
bioRxiv 016345; doi: https://doi.org/10.1101/016345

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