Genome Informatics
Online ISSN : 2185-842X
Print ISSN : 0919-9454
ISSN-L : 0919-9454
Systematization of Species-Specific Diversity of Genes in Codon Usage
Comparison of the Diversity Among Bacteria and Prediction of the Protein Production Levels in Cells
Shigehiko KanayaYoshihiro KudoShinya SuzukiToshimichi Ikemura
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ジャーナル フリー

1996 年 7 巻 p. 61-71

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抄録
In the present study, we have developed the procedure for estimating species-specific heterogeneous codon usage among intraspecific genes called diversity in codon usage and for systematizing species by the species-specific diversity on the basis of principal component analysis. We tried to quantify differences of the diversity among five species, Escherichia coli (Ec), Salmonella typhimurium (St), Haemophilus influenzae (Hi), Bacillus subtilis (Bs), and Synechocystis sp.(Ss). In the five species, many of genes involved in the translation process and energy metabolism had positive values (Z1>0) on the first principal component (PC1). In Ss, many of genes involved in photosynthetic system had also postive Z1-values. These genes are thought to be highly expressed. By the direction of PC1, the five species were roughly classified into three categories, [Ec, St, Hi], [Ss], [Bs]. The dendrogram constructed was roughly consistent with the rRNA-based phylogeny, but interesting differences were also observed between the two phylogenic trees.
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© Japanese Society for Bioinformatics
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