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PMID: 18978054 Published · ppublish English Journal Article Research Support, Non-U.S. Gov't

A genomic distance based on MUM indicates discontinuity between most bacterial species and genera.

Journal of bacteriology ·Vol. 191 ·No. 1 ·2009-01-00 ·Pages 91-9

Deloger M, El Karoui M, Petit MA

Abstract

The fundamental unit of biological diversity is the species. However, a remarkable extent of intraspecies diversity in bacteria was discovered by genome sequencing, and it reveals the need to develop clear criteria to group strains within a species. Two main types of analyses used to quantify intraspecies variation at the genome level are the average nucleotide identity (ANI), which detects the DNA conservation of the core genome, and the DNA content, which calculates the proportion of DNA shared by two genomes. Both estimates are based on BLAST alignments for the definition of DNA sequences common to the genome pair. Interestingly, however, results using these methods on intraspecies pairs are not well correlated. This prompted us to develop a genomic-distance index taking into account both criteria of diversity, which are based on DNA maximal unique matches (MUM) shared by two genomes. The values, called MUMi, for MUM index, correlate better with the ANI than with the DNA content. Moreover, the MUMi groups strains in a way that is congruent with routinely used multilocus sequence-typing trees, as well as with ANI-based trees. We used the MUMi to determine the relatedness of all available genome pairs at the species and genus levels. Our analysis reveals a certain consistency in the current notion of bacterial species, in that the bulk of intraspecies and intragenus values are clearly separable. It also confirms that some species are much more diverse than most. As the MUMi is fast to calculate, it offers the possibility of measuring genome distances on the whole database of available genomes.

MeSH Terms
Bacteria/classification,genetics Base Sequence DNA, Bacterial/genetics Escherichia coli/classification,genetics Genetic Variation Genome, Bacterial/genetics Neisseria gonorrhoeae/classification,genetics Sequence Alignment Sequence Homology, Nucleic Acid Shigella/classification,genetics Species Specificity
Chemicals
DNA, Bacterial
Authors & Affiliations
3 authors, click to expand affiliations / ORCID
Deloger Marc
INRA, UR888, F78350, Jouy en Josas, France.
El Karoui Meriem
Petit Marie-Agnès
References (31)
31 references, click to expand
  1. The species concept for prokaryotes.
    FEMS Microbiol Rev. 2001 Jan;25(1):39-67 PMID: 11152940
  2. Complete genome sequence of enterohemorrhagic Escherichia coli O157:H7 and genomic comparison with a laboratory strain K-12.
    DNA Res. 2001 Feb 28;8(1):11-22 PMID: 11258796
  3. Efficient multiple genome alignment.
    Bioinformatics. 2002;18 Suppl 1:S312-20 PMID: 12169561
  4. DNACompress: fast and effective DNA sequence compression.
    Bioinformatics. 2002 Dec;18(12):1696-8 PMID: 12490460
  5. Alignment-free sequence comparison-a review.
    Bioinformatics. 2003 Mar 1;19(4):513-23 PMID: 12611807
  6. Genome sequence of Vibrio parahaemolyticus: a pathogenic mechanism distinct from that of V cholerae.
    Lancet. 2003 Mar 1;361(9359):743-9 PMID: 12620739
  7. Versatile and open software for comparing large genomes.
    Genome Biol. 2004;5(2):R12 PMID: 14759262
  8. MUSCLE: multiple sequence alignment with high accuracy and high throughput.
    Nucleic Acids Res. 2004;32(5):1792-7 PMID: 15034147
  9. Bacterial genomes as new gene homes: the genealogy of ORFans in E. coli.
    Genome Res. 2004 Jun;14(6):1036-42 PMID: 15173110
  10. Mauve: multiple alignment of conserved genomic sequence with rearrangements.
    Genome Res. 2004 Jul;14(7):1394-403 PMID: 15231754
  11. Insights into the evolution of Yersinia pestis through whole-genome comparison with Yersinia pseudotuberculosis.
    Proc Natl Acad Sci U S A. 2004 Sep 21;101(38):13826-31 PMID: 15358858
  12. Use of DNA reassociation in bacterial classification.
    Can J Microbiol. 1988 Apr;34(4):541-6 PMID: 2460208
  13. Compression and genetic sequence analysis.
    Biochimie. 1996;78(5):315-22 PMID: 8905150
  14. BIONJ: an improved version of the NJ algorithm based on a simple model of sequence data.
    Mol Biol Evol. 1997 Jul;14(7):685-95 PMID: 9254330
  15. Genome phylogeny based on gene content.
    Nat Genet. 1999 Jan;21(1):108-10 PMID: 9916801
  16. Transformation distances: a family of dissimilarity measures based on movements of segments.
    Bioinformatics. 1999 Mar;15(3):194-202 PMID: 10222406
  17. Genomic insights that advance the species definition for prokaryotes.
    Proc Natl Acad Sci U S A. 2005 Feb 15;102(7):2567-72 PMID: 15701695
  18. Fuzzy species among recombinogenic bacteria.
    BMC Biol. 2005;3:6 PMID: 15752428
  19. Whole-genome prokaryotic phylogeny.
    Bioinformatics. 2005 May 15;21(10):2329-35 PMID: 15166018
  20. YASS: enhancing the sensitivity of DNA similarity search.
    Nucleic Acids Res. 2005 Jul 1;33(Web Server issue):W540-3 PMID: 15980530
  21. Systematic determination of the mosaic structure of bacterial genomes: species backbone versus strain-specific loops.
    BMC Bioinformatics. 2005;6:171 PMID: 16011797
  22. Genome analysis of multiple pathogenic isolates of Streptococcus agalactiae: implications for the microbial "pan-genome".
    Proc Natl Acad Sci U S A. 2005 Sep 27;102(39):13950-5 PMID: 16172379
  23. Optimal word sizes for dissimilarity measures and estimation of the degree of dissimilarity between DNA sequences.
    Bioinformatics. 2005 Nov 15;21(22):4125-32 PMID: 16144805
  24. Application of phylogenetic networks in evolutionary studies.
    Mol Biol Evol. 2006 Feb;23(2):254-67 PMID: 16221896
  25. Genome BLAST distance phylogenies inferred from whole plastid and whole mitochondrion genome sequences.
    BMC Bioinformatics. 2006;7:350 PMID: 16854218
  26. The bacterial species definition in the genomic era.
    Philos Trans R Soc Lond B Biol Sci. 2006 Nov 29;361(1475):1929-40 PMID: 17062412
  27. M-GCAT: interactively and efficiently constructing large-scale multiple genome comparison frameworks in closely related species.
    BMC Bioinformatics. 2006;7:433 PMID: 17022809
  28. Diversity of the genus Lactobacillus revealed by comparative genomics of five species.
    Microbiology. 2006 Nov;152(Pt 11):3185-96 PMID: 17074890
  29. Toward a more robust assessment of intraspecies diversity, using fewer genetic markers.
    Appl Environ Microbiol. 2006 Nov;72(11):7286-93 PMID: 16980418
  30. DNA-DNA hybridization values and their relationship to whole-genome sequence similarities.
    Int J Syst Evol Microbiol. 2007 Jan;57(Pt 1):81-91 PMID: 17220447
  31. Identifying the fundamental units of bacterial diversity: a paradigm shift to incorporate ecology into bacterial systematics.
    Proc Natl Acad Sci U S A. 2008 Feb 19;105(7):2504-9 PMID: 18272490
Article Info
Journal
Journal of bacteriology
Abbr.
J Bacteriol
ISSN
1098-5530
Published
2009-01-00
Epub
2008-00-31
Pages
91-9
Language
English
Region
United States
NLM ID
2985120R
PMCID
PMC2612450
Subset
IM
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