Content-Length: 23604 | pFad | http://www.ncbi.nlm.nih.gov/pubmed/25504728

ear Statistical binning enables an accurate coalescent-based estimation of the avian tree

Statistical binning enables an accurate coalescent-based estimation of the avian tree

Science. 2014 Dec 12;346(6215):1250463. doi: 10.1126/science.1250463. Epub 2014 Dec 11.

Abstract

Gene tree incongruence arising from incomplete lineage sorting (ILS) can reduce the accuracy of concatenation-based estimations of species trees. Although coalescent-based species tree estimation methods can have good accuracy in the presence of ILS, they are sensitive to gene tree estimation error. We propose a pipeline that uses bootstrapping to evaluate whether two genes are likely to have the same tree, then it groups genes into sets using a graph-theoretic optimization and estimates a tree on each subset using concatenation, and finally produces an estimated species tree from these trees using the preferred coalescent-based method. Statistical binning improves the accuracy of MP-EST, a popular coalescent-based method, and we use it to produce the first genome-scale coalescent-based avian tree of life.

Publication types

  • Research Support, Non-U.S. Gov't
  • Research Support, U.S. Gov't, Non-P.H.S.

MeSH terms

  • Animals
  • Birds / classification*
  • Birds / genetics*
  • Computational Biology
  • Genome*
  • Likelihood Functions
  • Mammals / classification
  • Mammals / genetics
  • Phylogeny*
  • Sequence Alignment
  • Vertebrates / classification
  • Vertebrates / genetics
  • Yeasts / genetics








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