title: TrExML: a maximum-likelihood approach for extensive tree-space exploration.
abstract: BACKGROUND
  Maximum-likelihood analysis of nucleotide and amino acid sequences is a powerful approach for inferring phylogenetic relationships and for comparing evolutionary hypotheses. Because it is a computationally demanding and time-consuming process, most algorithms explore only a minute portion of tree-space, with the emphasis on finding the most likely tree while ignoring the less likely, but not significantly worse, trees. However, when such trees exist, it is equally important to identify them to give due consideration to the phylogenetic uncertainty. Consequently, it is necessary to change the focus of these algorithms such that near optimal trees are also identified.
  
  
  RESULTS
  This paper presents the Advanced Stepwise Addition Algorithm for exploring tree-space and two algorithms for generating all binary trees on a set of sequences. The Advanced Stepwise Addition Algorithm has been implemented in TrExML, a phylogenetic program for maximum-likelihood analysis of nucleotide sequences. TrExML is shown to be more effective at finding near optimal trees than a similar program, fastDNAml, implying that TrExML offers a better approach to account for phylogenetic uncertainty than has previously been possible. A program, TreeGen, is also described; it generates binary trees on a set of sequences allowing for extensive exploration of tree-space using other programs.
  
  
  BACKGROUND
  TreeGen, TrExML, and the sequence data used to test the programs are available from the following two WWW sites: http://whitetail.bemidji.msus. edu/trexml/and http://jcsmr.anu.edu.au/dmm/humgen.+ ++html.
authors.affiliation: Department of Mathematics and Computer Science, Bemidji State University, Bemidji, MN 56601-2699, USA. mjwolf@whitetail.bemidji.msus.edu
authors.forename: M J
authors.initials: MJ
authors.lastname: Wolf
authors.forename: S
authors.initials: S
authors.lastname: Easteal
authors.forename: M
authors.initials: M
authors.lastname: Kahn
authors.forename: B D
authors.initials: BD
authors.lastname: McKay
authors.forename: L S
authors.initials: LS
authors.lastname: Jermiin
mesh_terms: D000465:Algorithms; D000596:Amino Acids / Q000032:analysis* / Q000145:classification; D016013:Likelihood Functions; D009696:Nucleic Acids / Q000032:analysis* / Q000145:classification; D010802:Phylogeny; D017422:Sequence Analysis, DNA / Q000379:methods; D020539:Sequence Analysis, Protein / Q000379:methods
chemical_list: D000596:Amino Acids; D009696:Nucleic Acids