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Method of sequence optimization for improved recombinant protein expression using a particle swarm optimization algorithm

机译:使用粒子群优化算法优化重组蛋白表达的序列优化方法

摘要

An improved gene sequence optimization method, the systematic optimization method, is described for boosting the recombinant expression of genes in bacteria, yeast, insect and mammalian cells. This general method takes into account of multiple, preferably most or all, of the parameters and factors affecting protein expression including codon usage, tRNA usage, GC-content, ribosome binding sequences, promoter, 5′-UTR, ORF and 3′-UTR sequences of the genes to improve and optimize the gene sequences to boost the protein expression of the genes in bacteria, yeast, insect and mammalian cells. In particular, the invention relates to a system and a method for sequence optimization for improved recombinant protein expression using a particle swarm optimization algorithm. The improved systematic optimization method can be incorporated into a software for more efficient optimization.
机译:描述了一种改进的基因序列优化方法,即系统优化方法,用于增强基因在细菌,酵母,昆虫和哺乳动物细胞中的重组表达。该通用方法考虑了影响蛋白质表达的多个,优选大多数或全部参数和因素,包括密码子使用,tRNA使用,GC含量,核糖体结合序列,启动子,5'-UTR,ORF和3'-UTR基因序列,以改善和优化基因序列,以增强基因在细菌,酵母,昆虫和哺乳动物细胞中的蛋白质表达。特别地,本发明涉及一种使用粒子群优化算法来优化重组蛋白表达的序列优化的系统和方法。可以将改进的系统优化方法合并到软件中以进行更有效的优化。

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