PMID- 20584772 OWN - NLM STAT- MEDLINE DCOM- 20110228 LR - 20101115 IS - 1537-1719 (Electronic) IS - 0737-4038 (Linking) VI - 27 IP - 12 DP - 2010 Dec TI - The prevalence of multifurcations in tree-space and their implications for tree-search. PG - 2674-7 LID - 10.1093/molbev/msq163 [doi] AB - Phylogenetic tree-search is a major aspect of many evolutionary studies. Several tree rearrangement algorithms are available for tree-search, but it is hard to draw general conclusions about their relative performance because many effects are data set specific and can be highly dependent on individual implementations (e.g., RAxML or phyml). Using only the structure of the rearrangements proposed by the Nearest Neighbor Interchange (NNI) algorithm, we show tree-search can prematurely terminate if it encounters multifurcating trees. We validate the relevance of this result by demonstrating that in real data the majority of possible bifurcating trees potentially encountered during tree-search are actually multifurcations, which suggests NNI would be expected to perform poorly. We also show that the star-decomposition algorithm is a special case of two other popular tree-search algorithms, subtree pruning and regrafting (SPR) and tree bisection and reconnection (TBR), which means that these two algorithms can efficiently escape when they encounter multifurcations. We caution against the use of the NNI algorithm and for most applications we recommend the use of more robust tree-search algorithms, such as SPR and TBR. FAU - Whelan, Simon AU - Whelan S FAU - Money, Daniel AU - Money D LA - eng PT - Letter PT - Research Support, Non-U.S. Gov't DEP - 20100628 PL - United States TA - Mol Biol Evol JT - Molecular biology and evolution JID - 8501455 SB - IM MH - Algorithms MH - *Evolution, Molecular MH - Likelihood Functions MH - *Models, Genetic MH - *Phylogeny MH - Sequence Alignment/*statistics & numerical data EDAT- 2010/06/30 06:00 MHDA- 2011/03/01 06:00 CRDT- 2010/06/30 06:00 PHST- 2010/06/30 06:00 [entrez] PHST- 2010/06/30 06:00 [pubmed] PHST- 2011/03/01 06:00 [medline] AID - msq163 [pii] AID - 10.1093/molbev/msq163 [doi] PST - ppublish SO - Mol Biol Evol. 2010 Dec;27(12):2674-7. doi: 10.1093/molbev/msq163. Epub 2010 Jun 28.