STAR: predicting recombination sites from amino acid sequence |
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Authors: | Denis C Bauer Mikael Bodén Ricarda Thier Elizabeth M Gillam |
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Affiliation: | (1) Institute for Molecular Bioscience, The University of Queensland, QLD 4072, Australia;(2) School of Information Technology and Electrical EngineeringThe University of Queensland, QLD 4072, Australia;(3) School of Biomedical Sciences, The University of Queensland, QLD 4072, Australia |
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Abstract: | Background Designing novel proteins with site-directed recombination has enormous prospects. By locating effective recombination sites for swapping sequence parts, the probability that hybrid sequences have the desired properties is increased dramatically. The prohibitive requirements for applying current tools led us to investigate machine learning to assist in finding useful recombination sites from amino acid sequence alone. |
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