Home LiteratureArticle Details
PMID: 15965028 Published · ppublish English Comparative Study Journal Article Research Support, Non-U.S. Gov't

The net of life: reconstructing the microbial phylogenetic network.

Genome research ·Vol. 15 ·No. 7 ·2005-07-00 ·Pages 954-9

Kunin V, Goldovsky L, Darzentas N, Ouzounis CA

Abstract

It has previously been suggested that the phylogeny of microbial species might be better described as a network containing vertical and horizontal gene transfer (HGT) events. Yet, all phylogenetic reconstructions so far have presented microbial trees rather than networks. Here, we present a first attempt to reconstruct such an evolutionary network, which we term the "net of life". We use available tree reconstruction methods to infer vertical inheritance, and use an ancestral state inference algorithm to map HGT events on the tree. We also describe a weighting scheme used to estimate the number of genes exchanged between pairs of organisms. We demonstrate that vertical inheritance constitutes the bulk of gene transfer on the tree of life. We term the bulk of horizontal gene flow between tree nodes as "vines", and demonstrate that multiple but mostly tiny vines interconnect the tree. Our results strongly suggest that the HGT network is a scale-free graph, a finding with important implications for genome evolution. We propose that genes might propagate extremely rapidly across microbial species through the HGT network, using certain organisms as hubs.

MeSH Terms
Algorithms Archaea/genetics Bacteria/genetics Computational Biology Evolution, Molecular Gene Transfer, Horizontal Genome, Bacterial Models, Genetic Phylogeny
Authors & Affiliations
4 authors, click to expand affiliations / ORCID
Kunin Victor
Computational Genomics Group, The European Bioinformatics Institute, EMBL Cambridge Outstation, Cambridge CB10 1SD, United Kingdom.
Goldovsky Leon
Darzentas Nikos
Ouzounis Christos A
References (38)
38 references, click to expand
  1. Gapped BLAST and PSI-BLAST: a new generation of protein database search programs.
    Nucleic Acids Res. 1997 Sep 1;25(17):3389-402 PMID: 9254694
  2. Measuring genome conservation across taxa: divided strains and united kingdoms.
    Nucleic Acids Res. 2005;33(2):616-21 PMID: 15681613
  3. A genomic perspective on protein families.
    Science. 1997 Oct 24;278(5338):631-7 PMID: 9381173
  4. Genome phylogeny based on gene content.
    Nat Genet. 1999 Jan;21(1):108-10 PMID: 9916801
  5. Mosaic bacterial chromosomes: a challenge en route to a tree of genomes.
    Bioessays. 1999 Feb;21(2):99-104 PMID: 10193183
  6. Phylogenetic classification and the universal tree.
    Science. 1999 Jun 25;284(5423):2124-9 PMID: 10381871
  7. The genomic tree as revealed from whole proteome comparisons.
    Genome Res. 1999 Jun;9(6):550-7 PMID: 10400922
  8. Whole genome-based phylogenetic analysis of free-living microorganisms.
    Nucleic Acids Res. 1999 Nov 1;27(21):4218-22 PMID: 10518613
  9. Whole-genome trees based on the occurrence of folds and orthologs: implications for comparing genomes on different levels.
    Genome Res. 2000 Jun;10(6):808-18 PMID: 10854412
  10. Perfect phylogenetic networks with recombination.
    J Comput Biol. 2001;8(1):69-78 PMID: 11339907
  11. Universal trees based on large combined protein sequence data sets.
    Nat Genet. 2001 Jul;28(3):281-5 PMID: 11431701
  12. Genomes in flux: the evolution of archaeal and proteobacterial gene content.
    Genome Res. 2002 Jan;12(1):17-25 PMID: 11779827
  13. Genome sequence of the plant pathogen Ralstonia solanacearum.
    Nature. 2002 Jan 31;415(6871):497-502 PMID: 11823852
  14. SHOT: a web server for the construction of genome phylogenies.
    Trends Genet. 2002 Mar;18(3):158-62 PMID: 11858840
  15. Inferring genome trees by using a filter to eliminate phylogenetically discordant sequences and a distance matrix based on mean normalized BLASTP scores.
    J Bacteriol. 2002 Apr;184(8):2072-80 PMID: 11914337
  16. An efficient algorithm for large-scale detection of protein families.
    Nucleic Acids Res. 2002 Apr 1;30(7):1575-84 PMID: 11917018
  17. STRING: a database of predicted functional associations between proteins.
    Nucleic Acids Res. 2003 Jan 1;31(1):258-61 PMID: 12519996
  18. Complete genomic sequence of nitrogen-fixing symbiotic bacterium Bradyrhizobium japonicum USDA110.
    DNA Res. 2002 Dec 31;9(6):189-97 PMID: 12597275
  19. The small-world dynamics of tree networks and data mining in phyloinformatics.
    Bioinformatics. 2003 Jun 12;19(9):1162-8 PMID: 12801879
  20. The balance of driving forces during genome evolution in prokaryotes.
    Genome Res. 2003 Jul;13(7):1589-94 PMID: 12840037
  21. Complete genome sequence of the marine planctomycete Pirellula sp. strain 1.
    Proc Natl Acad Sci U S A. 2003 Jul 8;100(14):8298-303 PMID: 12835416
  22. GeneTRACE-reconstruction of gene content of ancestral species.
    Bioinformatics. 2003 Jul 22;19(11):1412-6 PMID: 12874054
  23. COmplete GENome Tracking (COGENT): a flexible data environment for computational genomics.
    Bioinformatics. 2003 Jul 22;19(11):1451-2 PMID: 12874064
  24. Changing concepts in the systematics of bacterial nitrogen-fixing legume symbionts.
    J Gen Appl Microbiol. 2003 Jun;49(3):155-79 PMID: 12949698
  25. Host sanctions and the legume-rhizobium mutualism.
    Nature. 2003 Sep 4;425(6953):78-81 PMID: 12955144
  26. Genome-scale approaches to resolving incongruence in molecular phylogenies.
    Nature. 2003 Oct 23;425(6960):798-804 PMID: 14574403
  27. Lateral gene transfer and the origins of prokaryotic groups.
    Annu Rev Genet. 2003;37:283-328 PMID: 14616063
  28. An evolutionary hot spot: the pNGR234b replicon of Rhizobium sp. strain NGR234.
    J Bacteriol. 2004 Jan;186(2):535-42 PMID: 14702322
  29. From a phylogenetic tree to a reticulated network.
    J Comput Biol. 2004;11(1):195-212 PMID: 15072696
  30. Biased biological functions of horizontally transferred genes in prokaryotic genomes.
    Nat Genet. 2004 Jul;36(7):760-6 PMID: 15208628
  31. Optimal, efficient reconstruction of phylogenetic networks with constrained recombination.
    J Bioinform Comput Biol. 2004 Mar;2(1):173-213 PMID: 15272438
  32. Lessons learned from the genome analysis of ralstonia solanacearum.
    Annu Rev Phytopathol. 2004;42:107-34 PMID: 15283662
  33. Type III secretion system effector proteins: double agents in bacterial disease and plant defense.
    Annu Rev Phytopathol. 2004;42:385-414 PMID: 15283671
  34. Phylogenetic reconstruction and lateral gene transfer.
    Trends Microbiol. 2004 Sep;12(9):406-11 PMID: 15337161
  35. The phylogeny of prokaryotes.
    Science. 1980 Jul 25;209(4455):457-63 PMID: 6771870
  36. Similar amino acid sequences: chance or common ancestry?
    Science. 1981 Oct 9;214(4517):149-59 PMID: 7280687
  37. Antimicrobial-resistant pathogens in the 1990s.
    Annu Rev Med. 1996;47:169-79 PMID: 8712771
  38. Molecular keys to speciation: DNA polymorphism and the control of genetic exchange in enterobacteria.
    Proc Natl Acad Sci U S A. 1997 Sep 2;94(18):9763-7 PMID: 9275198
Article Info
Journal
Genome research
Abbr.
Genome Res
ISSN
1088-9051
Published
2005-07-00
Epub
2005-00-17
Pages
954-9
Language
English
Region
United States
NLM ID
9518021
PMCID
PMC1172039
Subset
IM
Analysis Services
Analysis Services

Contact

No. 2 Wenbo Road, Zhangqiu District, Jinan, Shandong

Qilu Normal University · Genelibs Bioinformatics Lab

750 Shunhua Rd, Jinan

2F, Bldg F, University Science Park

Tel: 0531-88819269

WeChat Official Account

Follow our WeChat subscription account for real-time updates and the latest in medical and biological research.


Business Email

E-mail: product@genelibs.com