Modeling of the GC content of the substituted bases in bacterial core genomes

Autor: Jon Bohlin, Vegard Eldholm, Ola Brynildsrud, John H.-O. Petterson, Kristian Alfsnes
Jazyk: angličtina
Rok vydání: 2018
Předmět:
Zdroj: BMC Genomics, Vol 19, Iss 1, Pp 1-6 (2018)
Druh dokumentu: article
ISSN: 1471-2164
DOI: 10.1186/s12864-018-4984-3
Popis: Abstract Background The purpose of the present study was to examine the GC content of substituted bases (sbGC) in the core genomes of 35 bacterial species. Each species, or core genome, constituted genomes from at least 10 strains. We also wanted to explore whether sbGC for each strain was associated with the corresponding species’ core genome GC content (cgGC). We present a simple mathematical model that estimates sbGC from cgGC. The model assumes only that the estimated sbGC is a function of cgGC proportional to fixed AT→GC (α) and GC → AT (β) mutation rates. Non-linear regression was used to estimate parameters α and β from the empirical data described above. Results We found that sbGC for each strain showed a non-linear association with the corresponding cgGC with a bias towards higher GC content for most core genomes (66.3% of the strains), assuming as a null-hypothesis that sbGC should be approximately equal to cgGC. The most GC rich core genomes (i.e. approximately %GC > 60), on the other hand, exhibited slightly less GC-biased sbGC than expected. The best fitted regression model indicates that GC → AT mutation rates β = (1.91 ± 0.13) p
Databáze: Directory of Open Access Journals
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