Progressive alignment of genomic signals by multiple dynamic time warping
Jazyk angličtina Země Anglie, Velká Británie Médium print-electronic
Typ dokumentu časopisecké články, práce podpořená grantem
PubMed
26300069
DOI
10.1016/j.jtbi.2015.08.007
PII: S0022-5193(15)00395-1
Knihovny.cz E-zdroje
- Klíčová slova
- Correlation, Genomic signal processing, Multiple alignment, Phylogenetic tree, Similarity distance,
- MeSH
- algoritmy MeSH
- bakteriální RNA genetika MeSH
- druhová specificita MeSH
- fylogeneze MeSH
- genom bakteriální * MeSH
- genomika metody MeSH
- počítačové zpracování signálu MeSH
- RNA ribozomální 18S genetika MeSH
- sekvenční seřazení metody MeSH
- výpočetní biologie metody MeSH
- zvířata MeSH
- Check Tag
- zvířata MeSH
- Publikační typ
- časopisecké články MeSH
- práce podpořená grantem MeSH
- Názvy látek
- bakteriální RNA MeSH
- RNA ribozomální 18S MeSH
This paper presents the utilization of progressive alignment principle for positional adjustment of a set of genomic signals with different lengths. The new method of multiple alignment of signals based on dynamic time warping is tested for the purpose of evaluating the similarity of different length genes in phylogenetic studies. Two sets of phylogenetic markers were used to demonstrate the effectiveness of the evaluation of intraspecies and interspecies genetic variability. The part of the proposed method is modification of pairwise alignment of two signals by dynamic time warping with using correlation in a sliding window. The correlation based dynamic time warping allows more accurate alignment dependent on local homologies in sequences without the need of scoring matrix or evolutionary models, because mutual similarities of residues are included in the numerical code of signals.
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