ISMapper: identifying transposase insertion sites in bacterial genomes from short read sequence data.
Jane Hawkey1,2, Mohammad Hamidian3, Ryan R Wick4
1Department of Biochemistry and Molecular Biology, Bio21 Molecular Science and Biotechnology Institute, The University of Melbourne, Parkville, VIC, 3010, Australia. hawkey.jane@gmail.com.
ISMapper accurately identifies insertion sequence (IS) locations in bacterial genomes using short read data. This tool aids in epidemiological tracking and predicting antibiotic resistance by pinpointing IS sites and orientations.
Area of Science:
- Genomics
- Bioinformatics
- Microbiology
Background:
- Insertion sequences (IS) are transposable elements prevalent in bacterial genomes.
- Identifying IS locations is crucial for epidemiology and antibiotic resistance prediction.
- Multiple IS copies complicate genome assembly and site identification.
Purpose of the Study:
- To present ISMapper, a novel mapping-based tool.
- To identify the site and orientation of IS insertions in bacterial genomes.
- To analyze paired-end short read data directly.
Main Methods:
- Developed ISMapper, a mapping-based computational tool.
- Validated ISMapper using simulated and real Illumina short read data.
- Tested ISMapper on 20 genomes across 13 species and 32 distinct IS.
Main Results:
- ISMapper achieved 97% accuracy on simulated reads and 98% on real reads.
- Accurate IS insertion detection was possible with >20x read depth, with >50x for confident calls.
- Confirmed ISAba1 insertions in Acinetobacter baumannii, including those linked to cephalosporin resistance.
- Profiled IS6110 insertions in Mycobacterium tuberculosis, revealing lineage-specific patterns.
Conclusions:
- ISMapper offers a rapid, accurate, and robust method for IS insertion site identification.
- The tool effectively utilizes short read data across diverse bacterial species.
- ISMapper enhances genomic analysis for epidemiological and resistance studies.
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