Literature DB >> 34613974

Recursive MAGUS: Scalable and accurate multiple sequence alignment.

Vladimir Smirnov1.   

Abstract

Multiple sequence alignment tools struggle to keep pace with rapidly growing sequence data, as few methods can handle large datasets while maintaining alignment accuracy. We recently introduced MAGUS, a new state-of-the-art method for aligning large numbers of sequences. In this paper, we present a comprehensive set of enhancements that allow MAGUS to align vastly larger datasets with greater speed. We compare MAGUS to other leading alignment methods on datasets of up to one million sequences. Our results demonstrate the advantages of MAGUS over other alignment software in both accuracy and speed. MAGUS is freely available in open-source form at https://github.com/vlasmirnov/MAGUS.

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Year:  2021        PMID: 34613974      PMCID: PMC8523058          DOI: 10.1371/journal.pcbi.1008950

Source DB:  PubMed          Journal:  PLoS Comput Biol        ISSN: 1553-734X            Impact factor:   4.475


  17 in total

1.  T-Coffee: A novel method for fast and accurate multiple sequence alignment.

Authors:  C Notredame; D G Higgins; J Heringa
Journal:  J Mol Biol       Date:  2000-09-08       Impact factor: 5.469

2.  FastSP: linear time calculation of alignment accuracy.

Authors:  Siavash Mirarab; Tandy Warnow
Journal:  Bioinformatics       Date:  2011-10-07       Impact factor: 6.937

3.  ProbCons: Probabilistic consistency-based multiple sequence alignment.

Authors:  Chuong B Do; Mahathi S P Mahabhashyam; Michael Brudno; Serafim Batzoglou
Journal:  Genome Res       Date:  2005-02       Impact factor: 9.043

4.  Rapid and accurate large-scale coestimation of sequence alignments and phylogenetic trees.

Authors:  Kevin Liu; Sindhu Raghavan; Serita Nelesen; C Randal Linder; Tandy Warnow
Journal:  Science       Date:  2009-06-19       Impact factor: 47.728

5.  PASTA: Ultra-Large Multiple Sequence Alignment for Nucleotide and Amino-Acid Sequences.

Authors:  Siavash Mirarab; Nam Nguyen; Sheng Guo; Li-San Wang; Junhyong Kim; Tandy Warnow
Journal:  J Comput Biol       Date:  2014-12-30       Impact factor: 1.479

6.  MAGUS: Multiple sequence Alignment using Graph clUStering.

Authors:  Vladimir Smirnov; Tandy Warnow
Journal:  Bioinformatics       Date:  2021-07-19       Impact factor: 6.937

7.  Fast, scalable generation of high-quality protein multiple sequence alignments using Clustal Omega.

Authors:  Fabian Sievers; Andreas Wilm; David Dineen; Toby J Gibson; Kevin Karplus; Weizhong Li; Rodrigo Lopez; Hamish McWilliam; Michael Remmert; Johannes Söding; Julie D Thompson; Desmond G Higgins
Journal:  Mol Syst Biol       Date:  2011-10-11       Impact factor: 11.429

8.  Ultra-large alignments using phylogeny-aware profiles.

Authors:  Nam-Phuong D Nguyen; Siavash Mirarab; Keerthana Kumar; Tandy Warnow
Journal:  Genome Biol       Date:  2015-06-16       Impact factor: 13.583

9.  Large multiple sequence alignments with a root-to-leaf regressive method.

Authors:  Edgar Garriga; Paolo Di Tommaso; Cedrik Magis; Ionas Erb; Leila Mansouri; Athanasios Baltzis; Hafid Laayouni; Fyodor Kondrashov; Evan Floden; Cedric Notredame
Journal:  Nat Biotechnol       Date:  2019-12-02       Impact factor: 54.908

10.  Kalign 3: multiple sequence alignment of large data sets.

Authors:  Timo Lassmann
Journal:  Bioinformatics       Date:  2019-10-26       Impact factor: 6.937

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  2 in total

1.  MAGUS+eHMMs: Improved Multiple Sequence Alignment Accuracy for Fragmentary Sequences.

Authors:  Chengze Shen; Paul Zaharias; Tandy Warnow
Journal:  Bioinformatics       Date:  2021-11-17       Impact factor: 6.937

Review 2.  Recent progress on methods for estimating and updating large phylogenies.

Authors:  Paul Zaharias; Tandy Warnow
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2022-08-22       Impact factor: 6.671

  2 in total

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