BMC Genomics · 2015 · 48 citations · 36 references
Life SciencesGeneticsMolecular BiologyCarcinogenesisGenomicsTransgenic Animal ModelsDna SequencingMutagenicity AssessmentMutation AnalysisMutation ScreeningMutational SignaturesNext-generation SequencingDeep Sequencing AnalysisDna Sequence AnalysisHigh-throughput Mutant ScreeningMutagenesis AssaysMutation SpectrumMutation Spectrum AnalysisTransgenic MiceTransgenic Rodent Models
BACKGROUND: The transgenic rodent mutation reporter assay provides an efficient approach to identify mutagenic agents in vivo. A major advantage of this assay is that mutant reporter transgenes can be sequenced to provide information on the mode of action of a mutagen and to identify clonally expanded mutations. However, conventional DNA sequence analysis is laborious and expensive for long transgenes, such as lacZ (3096 bp), and is not normally implemented in routine screening. METHODS: We developed a high-throughput next-generation sequencing (NGS) approach to simultaneously sequence large numbers of barcoded mutant lacZ transgenes from different animals. We collected 3872 mutants derived from the bone marrow DNA of six Muta™Mouse males exposed to the well-established mutagen benzo[a]pyrene (BaP) and six solvent-exposed controls. Mutants within animal samples were pooled, barcoded, and then sequenced using NGS. RESULTS: We identified 1652 mutant sequences from 1006 independent mutations that underwent clonal expansion. This deep sequencing analysis of mutation spectrum demonstrated that BaP causes primarily guanine transversions (e.g. G:C → T:A), which is highly consistent with previous studies employing Sanger sequencing. Furthermore, we identified novel mutational hotspots in the lacZ transgene that were previously uncharacterized by Sanger sequencing. Deep sequencing also allowed for an unprecedented ability to correct for clonal expansion events, improving the sensitivity of the mutation reporter assay by 50 %. CONCLUSION: These results demonstrate that the high-throughput nature and reduced costs offered by NGS provide a sensitive and fast approach for elucidating and comparing mutagenic mechanisms of various agents among tissues and enabling improved evaluation of genotoxins.
36
R: A Language and Environment for Statistical Computing
R Core Team · 2000 · 353K citations · Full text
Natural Sciences, Computer Science, Statistical Computing +10
The Sequence Alignment/Map format and SAMtools
Heng Li, Alec Wysoker, Tim Fennell et al. · Bioinformatics · 2009 · 67.5K citations · Full text
Fast gapped-read alignment with Bowtie 2
Ben Langmead, Steven L. Salzberg · Nature Methods · 2012 · 61.1K citations
Genome sequencing in microfabricated high-density picolitre reactors
Marcel Margulies, William E. Altman, Said Attiya et al. · Nature · 2005 · 7.7K citations · Full text
An integrated semiconductor device enabling non-optical genome sequencing
Jonathan M. Rothberg, Wolfgang Hinz, Todd M. Rearick et al. · Nature · 2011 · 2.2K citations · Full text