An Efficient Parallel Algorithm for Multiple Sequence Similarities Calculation Using a Low Complexity Method
Identifieur interne : 001D50 ( Main/Exploration ); précédent : 001D49; suivant : 001D51An Efficient Parallel Algorithm for Multiple Sequence Similarities Calculation Using a Low Complexity Method
Auteurs : Evandro A. Marucci [Brésil] ; Geraldo F. D. Zafalon [Brésil] ; Julio C. Momente [Brésil] ; Leandro A. Neves [Brésil] ; Carlo R. Valêncio [Brésil] ; Alex R. Pinto [Brésil] ; Adriano M. Cansian [Brésil] ; Rogeria C. G. De Souza [Brésil] ; Yang Shiyou [République populaire de Chine] ; José M. Machado [Brésil]Source :
- BioMed Research International [ 2314-6133 ] ; 2014.
Descripteurs français
- KwdFr :
- MESH :
English descriptors
- KwdEn :
- MESH :
- methods : Computational Biology.
- Algorithms, Genome, Sequence Alignment, Sequence Homology, Software.
Abstract
With the advance of genomic researches, the number of sequences involved in comparative methods has grown immensely. Among them, there are methods for similarities calculation, which are used by many bioinformatics applications. Due the huge amount of data, the union of low complexity methods with the use of parallel computing is becoming desirable. The
Url:
DOI: 10.1155/2014/563016
PubMed: 25140318
PubMed Central: 4130029
Affiliations:
- Brésil, République populaire de Chine
- Santa Catarina, Zhejiang, État de São Paulo
- Hangzhou
- Université de Zhejiang
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Le document en format XML
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<term>Sequence Alignment</term>
<term>Sequence Homology</term>
<term>Software</term>
</keywords>
<keywords scheme="KwdFr" xml:lang="fr"><term>Algorithmes</term>
<term>Alignement de séquences</term>
<term>Biologie informatique ()</term>
<term>Génome</term>
<term>Logiciel</term>
<term>Similitude de séquences</term>
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<term>Sequence Alignment</term>
<term>Sequence Homology</term>
<term>Software</term>
</keywords>
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<term>Alignement de séquences</term>
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<front><div type="abstract" xml:lang="en"><p>With the advance of genomic researches, the number of sequences involved in comparative methods has grown immensely. Among them, there are methods for similarities calculation, which are used by many bioinformatics applications. Due the huge amount of data, the union of low complexity methods with the use of parallel computing is becoming desirable. The <italic>k-mers</italic>
counting is a very efficient method with good biological results. In this work, the development of a parallel algorithm for multiple sequence similarities calculation using the <italic>k-mers</italic>
counting method is proposed. Tests show that the algorithm presents a very good scalability and a nearly linear speedup. For 14 nodes was obtained 12x speedup. This algorithm can be used in the parallelization of some multiple sequence alignment tools, such as MAFFT and MUSCLE.</p>
</div>
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<tree><country name="Brésil"><region name="État de São Paulo"><name sortKey="Marucci, Evandro A" sort="Marucci, Evandro A" uniqKey="Marucci E" first="Evandro A." last="Marucci">Evandro A. Marucci</name>
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<name sortKey="Cansian, Adriano M" sort="Cansian, Adriano M" uniqKey="Cansian A" first="Adriano M." last="Cansian">Adriano M. Cansian</name>
<name sortKey="De Souza, Rogeria C G" sort="De Souza, Rogeria C G" uniqKey="De Souza R" first="Rogeria C. G." last="De Souza">Rogeria C. G. De Souza</name>
<name sortKey="Machado, Jose M" sort="Machado, Jose M" uniqKey="Machado J" first="José M." last="Machado">José M. Machado</name>
<name sortKey="Momente, Julio C" sort="Momente, Julio C" uniqKey="Momente J" first="Julio C." last="Momente">Julio C. Momente</name>
<name sortKey="Neves, Leandro A" sort="Neves, Leandro A" uniqKey="Neves L" first="Leandro A." last="Neves">Leandro A. Neves</name>
<name sortKey="Pinto, Alex R" sort="Pinto, Alex R" uniqKey="Pinto A" first="Alex R." last="Pinto">Alex R. Pinto</name>
<name sortKey="Valencio, Carlo R" sort="Valencio, Carlo R" uniqKey="Valencio C" first="Carlo R." last="Valêncio">Carlo R. Valêncio</name>
<name sortKey="Zafalon, Geraldo F D" sort="Zafalon, Geraldo F D" uniqKey="Zafalon G" first="Geraldo F. D." last="Zafalon">Geraldo F. D. Zafalon</name>
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<country name="République populaire de Chine"><region name="Zhejiang"><name sortKey="Shiyou, Yang" sort="Shiyou, Yang" uniqKey="Shiyou Y" first="Yang" last="Shiyou">Yang Shiyou</name>
</region>
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</affiliations>
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