Identification of antifreeze proteins and their functional residues by support vector machine and genetic algorithms based on n-peptide compositions.

For the first time, multiple sets of n-peptide compositions from antifreeze protein (AFP) sequences of various cold-adapted fish and insects were analyzed using support vector machine and genetic algorithms. The identification of AFPs is difficult because they exist as evolutionarily divergent types...

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Hlavní autoři: Chin-Sheng Yu, Chih-Hao Lu
Médium: Článek
Jazyk:English
Vydáno: Public Library of Science (PLoS) 2011-01-01
Edice:PLoS ONE
On-line přístup:http://europepmc.org/articles/PMC3105057?pdf=render