Differentiation of regions with atypical oligonucleotide composition in bacterial genomes -: art. no. 251

被引:35
作者
Reva, ON
Tümmler, B
机构
[1] Hannover Med Sch, Klin Forschergrp, D-30625 Hannover, Germany
[2] Natl Acad Sci Ukraine, Danylo Zabolotny Inst Microbiol & Virol, Dept Antibiot, UA-03680 Kiev, Ukraine
关键词
D O I
10.1186/1471-2105-6-251
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Background: Complete sequencing of bacterial genomes has become a common technique of present day microbiology. Thereafter, data mining in the complete sequence is an essential step. New in silico methods are needed that rapidly identify the major features of genome organization and facilitate the prediction of the functional class of ORFs. We tested the usefulness of local oligonucleotide usage (OU) patterns to recognize and differentiate types of atypical oligonucleotide composition in DNA sequences of bacterial genomes. Results: A total of 163 bacterial genomes of eubacteria and archaea published in the NCBI database were analyzed. Local OU patterns exhibit substantial intrachromosomal variation in bacteria. Loci with alternative OU patterns were parts of horizontally acquired gene islands or ancient regions such as genes for ribosomal proteins and RNAs. OU statistical parameters, such as local pattern deviation (D), pattern skew (PS) and OU variance (OUV) enabled the detection and visualization of gene islands of different functional classes. Conclusion: A set of approaches has been designed for the statistical analysis of nucleotide sequences of bacterial genomes. These methods are useful for the visualization and differentiation of regions with atypical oligonucleotide composition prior to or accompanying gene annotation.
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页数:12
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共 27 条
[1]   Informatics for unveiling hidden genome signatures [J].
Abe, T ;
Kanaya, S ;
Kinouchi, M ;
Ichiba, Y ;
Kozuki, T ;
Ikemura, T .
GENOME RESEARCH, 2003, 13 (04) :693-702
[2]   Codon adaptation index as a measure of dominating codon bias [J].
Carbone, A ;
Zinovyev, A ;
Képès, F .
BIOINFORMATICS, 2003, 19 (16) :2005-2015
[3]   Comparative genomics of Salmonella enterica serovar typhi strains Ty2 and CT18 [J].
Deng, W ;
Liou, SR ;
Plunkett, G ;
Mayhew, GF ;
Rose, DJ ;
Burland, V ;
Kodoyianni, V ;
Schwartz, DC ;
Blattner, FR .
JOURNAL OF BACTERIOLOGY, 2003, 185 (07) :2330-2337
[4]  
GORBAN AN, 2005, IN SILICO BIOL, V5, P25
[5]   Pathogenicity islands and the evolution of microbes [J].
Hacker, J ;
Kaper, JB .
ANNUAL REVIEW OF MICROBIOLOGY, 2000, 54 :641-679
[6]  
Kaneko T, 2000, DNA RES, V7, P331, DOI 10.1093/dnares/7.6.331
[7]  
Kaneko T, 2002, DNA RES, V9, P189, DOI 10.1093/dnares/9.6.189
[8]   Compositional biases of bacterial genomes and evolutionary implications [J].
Karlin, S ;
Mrazek, J ;
Campbell, AM .
JOURNAL OF BACTERIOLOGY, 1997, 179 (12) :3899-3913
[9]   Global dinucleotide signatures and analysis of genomic heterogeneity [J].
Karlin, S .
CURRENT OPINION IN MICROBIOLOGY, 1998, 1 (05) :598-610
[10]  
KIEWITZ C, 2002, GENOME LETT, V1, P61