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Scoring functions for computational algorithms applicable to the design of spiked oligonucleotides.

机译:适用于加标寡核苷酸设计的计算算法的评分功能。

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摘要

Protein engineering by inserting stretches of random DNA sequences into target genes in combination with adequate screening or selection methods is a versatile technique to elucidate and improve protein functions. Established compounds for generating semi-random DNA sequences are spiked oligonucleotides which are synthesised by interspersing wild type (wt) nucleotides of the target sequence with certain amounts of other nucleotides. Directed spiking strategies reduce the complexity of a library to a manageable format compared with completely random libraries. Computational algorithms render feasible the calculation of appropriate nucleotide mixtures to encode specified amino acid subpopulations. The crucial element in the ranking of spiked codons generated during an iterative algorithm is the scoring function. In this report three scoring functions are analysed: the sum-of-square-differences function s, a modified cubic function c, and a scoring function m derived from maximum likelihood considerations. The impact of these scoring functions on calculated amino acid distributions is demonstrated by an example of mutagenising a domain surrounding the active site serine of subtilisin-like proteases. At default weight settings of one for each amino acid, the new scoring function m is superior to functions s and c in finding matches to a given amino acid population.
机译:通过结合适当的筛选或选择方法,将随机DNA序列的片段插入目标基因来进行蛋白质工程,是一种阐明和改善蛋白质功能的通用技术。建立的用于产生半随机DNA序列的化合物是加标的寡核苷酸,其通过散布靶序列的野生型(wt)核苷酸与一定量的其他核苷酸来合成。与完全随机的库相比,定向加标策略将库的复杂性降低为可管理的格式。计算算法使得计算合适的核苷酸混合物以编码指定的氨基酸亚群成为可行。评分算法是迭代算法生成的加标密码子排名中的关键要素。在此报告中,分析了三个评分函数:平方和差函数s,修正的三次方函数c和从最大似然考虑中得出的评分函数m。这些得分函数对计算的氨基酸分布的影响通过诱变枯草杆菌蛋白酶样蛋白酶活性位点丝氨酸周围结构域的实例证明。在默认的每个氨基酸权重设置为1的情况下,新的评分函数m在查找与给定氨基酸群体匹配时优于函数s和c。

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