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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Chin-Sheng Yu, Chih-Hao Lu
Μορφή: Άρθρο
Γλώσσα:English
Έκδοση: Public Library of Science (PLoS) 2011-01-01
Σειρά:PLoS ONE
Διαθέσιμο Online:http://europepmc.org/articles/PMC3105057?pdf=render