The net of life: Reconstructing the microbial phylogenetic network

  1. Victor Kunin1,
  2. Leon Goldovsky,
  3. Nikos Darzentas, and
  4. Christos A. Ouzounis2
  1. Computational Genomics Group, The European Bioinformatics Institute, EMBL Cambridge Outstation, Cambridge CB10 1SD, United Kingdom

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.

Footnotes

  • [Supplemental material is available online at www.genome.org.]

  • Article and publication are at http://www.genome.org/cgi/doi/10.1101/gr.3666505. Article published online before print in June 2005.

  • 1 Present address: DOE Joint Genome Institute, Walnut Creek, California 94598, USA.

  • 2 Corresponding author. E-mail ouzounis{at}ebi.ac.uk; fax 44-1223-494471.

    • Accepted May 2, 2005.
    • Received January 6, 2005.
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