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Bioinformatics Advance Access published online on August 23, 2006

Bioinformatics, doi:10.1093/bioinformatics/btl446
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© 2006 The Author(s)
Received May 15, 2006
Revised July 21, 2006
Accepted August 16, 2006

Applications note

RAxML-VI-HPC: maximum likelihood-based phylogenetic analyses with thousands of taxa and mixed models

Alexandros Stamatakis 1 *

1 Swiss Federal Institute of Technology Lausanne, School of Computer & Communication Sciences, Lab Prof. Moret, STATION 14, CH-1015 Lausanne, Switzerland

* To whom correspondence should be addressed.
Alexandros Stamatakis, E-mail: Alexandros.Stamatakis{at}epfl.ch


   Abstract

Summary: RAxML-VI-HPC (Randomized Axelerated Maximum Likelihood for High Performance Computing) is a sequential and parallel program for inference of large phylogenies with Maximum Likelihood (ML). Low-level technical optimizations, a modification of the search algorithm, and the use of the GTR+CAT approximation as replacement for GTR+{Gamma} yield a program that is between 2.7 and 52 times faster than the previous version of RAxML. A large-scale performance comparison with GARLI, PHYML, IQPNNI, and MrBayes on real data containing 1,000 up to 6,722 taxa shows that RAxML requires at least 5.6 times less main memory and yields better trees in similar times than the best competing program (GARLI) on datasets up to 2,500 taxa. On datasets ≥ 4,000 taxa it also runs 2-3 times faster than GARLI. RAxML has been parallelized with MPI to conduct parallel multiple bootstraps and inferences on distinct starting trees. The program has been used to compute ML trees on two of the largest alignments to date containing 25,057 (1,463 bp) and 2,182 (51,089 bp) taxa respectively.

Availability: diwww.epfl.ch/~stamatak.


Associate Editor: Keith A Crandall
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S. S. Renner, G. W. Grimm, G. M. Schneeweiss, T. F. Stuessy, and R. E. Ricklefs
Rooting and Dating Maples (Acer) with an Uncorrelated-Rates Molecular Clock: Implications for North American/Asian Disjunctions
Syst Biol, October 1, 2008; 57(5): 795 - 808.
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Proc. Natl. Acad. Sci. USAHome page
E. Roberts, A. Sethi, J. Montoya, C. R. Woese, and Z. Luthey-Schulten
Molecular signatures of ribosomal evolution
PNAS, September 16, 2008; 105(37): 13953 - 13958.
[Abstract] [Full Text] [PDF]


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Proc. Natl. Acad. Sci. USAHome page
J. Harshman, E. L. Braun, M. J. Braun, C. J. Huddleston, R. C. K. Bowie, J. L. Chojnowski, S. J. Hackett, K.-L. Han, R. T. Kimball, B. D. Marks, et al.
Phylogenomic evidence for multiple losses of flight in ratite birds
PNAS, September 9, 2008; 105(36): 13462 - 13467.
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Mol Biol EvolHome page
A. B. Prasad, M. W. Allard, NISC Comparative Sequencing Program, and E. D. Green
Confirming the Phylogeny of Mammals by Use of Large Comparative Sequence Data Sets
Mol. Biol. Evol., September 1, 2008; 25(9): 1795 - 1808.
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Mol Biol EvolHome page
S. D'Aniello, M. Irimia, I. Maeso, J. Pascual-Anaya, S. Jimenez-Delgado, S. Bertrand, and J. Garcia-Fernandez
Gene Expansion and Retention Leads to a Diverse Tyrosine Kinase Superfamily in Amphioxus
Mol. Biol. Evol., September 1, 2008; 25(9): 1841 - 1854.
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Biol LettHome page
F. Burki, K. Shalchian-Tabrizi, and J. Pawlowski
Phylogenomics reveals a new 'megagroup' including most photosynthetic eukaryotes
Biol Lett, August 23, 2008; 4(4): 366 - 369.
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MycologiaHome page
L. Gomez-Alpizar, C.-H. Hu, R. Oliva, G. Forbes, and J. B. Ristaino
Phylogenetic relationships of Phytophthora andina, a new species from the highlands of Ecuador that is closely related to the Irish potato famine pathogen Phytophthora infestans
Mycologia, July 1, 2008; 100(4): 590 - 602.
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ScienceHome page
S. J. Hackett, R. T. Kimball, S. Reddy, R. C. K. Bowie, E. L. Braun, M. J. Braun, J. L. Chojnowski, W. A. Cox, K.-L. Han, J. Harshman, et al.
A Phylogenomic Study of Birds Reveals Their Evolutionary History
Science, June 27, 2008; 320(5884): 1763 - 1768.
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Syst BiolHome page
M. Dohrmann, D. Janussen, J. Reitner, A. G. Collins, and G. Worheide
Phylogeny and Evolution of Glass Sponges (Porifera, Hexactinellida)
Syst Biol, June 1, 2008; 57(3): 388 - 405.
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Syst BiolHome page
J. J. Wiens, C. A. Kuczynski, S. A. Smith, D. G. Mulcahy, J. W. Sites Jr., T. M. Townsend, and T. W. Reeder
Branch Lengths, Support, and Congruence: Testing the Phylogenomic Approach with 20 Nuclear Loci in Snakes
Syst Biol, June 1, 2008; 57(3): 420 - 431.
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Mol Biol EvolHome page
R. Burri, H. N. Hirzel, N. Salamin, A. Roulin, and L. Fumagalli
Evolutionary Patterns of MHC Class II B in Owls and Their Implications for the Understanding of Avian MHC Evolution
Mol. Biol. Evol., June 1, 2008; 25(6): 1180 - 1191.
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Syst BiolHome page
N. Wahlberg and C. W. Wheat
Genomic Outposts Serve the Phylogenomic Pioneers: Designing Novel Nuclear Markers for Genomic DNA Extractions of Lepidoptera
Syst Biol, April 1, 2008; 57(2): 231 - 242.
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Syst BiolHome page
F. T. Burbrink and R. A. Pyron
The Taming of the Skew: Estimating Proper Confidence Intervals for Divergence Dates
Syst Biol, April 1, 2008; 57(2): 317 - 328.
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Mol Biol EvolHome page
I. Ruiz-Trillo, A. J. Roger, G. Burger, M. W. Gray, and B. F. Lang
A Phylogenomic Investigation into the Origin of Metazoa
Mol. Biol. Evol., April 1, 2008; 25(4): 664 - 672.
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Appl. Environ. Microbiol.Home page
A. Zuccaro, C. L. Schoch, J. W. Spatafora, J. Kohlmeyer, S. Draeger, and J. I. Mitchell
Detection and Identification of Fungi Intimately Associated with the Brown Seaweed Fucus serratus
Appl. Envir. Microbiol., February 15, 2008; 74(4): 931 - 941.
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Appl. Environ. Microbiol.Home page
T. A. Isenbarger, M. Finney, C. Rios-Velazquez, J. Handelsman, and G. Ruvkun
Miniprimer PCR, a New Lens for Viewing the Microbial World
Appl. Envir. Microbiol., February 1, 2008; 74(3): 840 - 849.
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Syst BiolHome page
T. A. Heath, D. J. Zwickl, J. Kim, and D. M. Hillis
Taxon Sampling Affects Inferences of Macroevolutionary Processes from Phylogenetic Trees
Syst Biol, February 1, 2008; 57(1): 160 - 166.
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