Meyer Michelle M, Silberg Jonathan J, Voigt Christopher A, Endelman Jeffrey B, Mayo Stephen L, Wang Zhen-Gang, Arnold Frances H
Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA 91125, USA.
Protein Sci. 2003 Aug;12(8):1686-93. doi: 10.1110/ps.0306603.
The computational algorithm SCHEMA was developed to estimate the disruption caused when amino acid residues that interact in the three-dimensional structure of a protein are inherited from different parents upon recombination. To evaluate how well SCHEMA predicts disruption, we have shuffled the distantly-related beta-lactamases PSE-4 and TEM-1 at 13 sites to create a library of 2(14) (16,384) chimeras and examined which ones retain lactamase function. Sequencing the genes from ampicillin-selected clones revealed that the percentage of functional clones decreased exponentially with increasing calculated disruption (E = the number of residue-residue contacts that are broken upon recombination). We also found that chimeras with low E have a higher probability of maintaining lactamase function than chimeras with the same effective level of mutation but chosen at random from the library. Thus, the simple distance metric used by SCHEMA to identify interactions and compute E allows one to predict which chimera sequences are most likely to retain their function. This approach can be used to evaluate crossover sites for recombination and to create highly mosaic, folded chimeras.
计算算法SCHEMA的开发目的是估计在重组过程中,蛋白质三维结构中相互作用的氨基酸残基从不同亲本遗传时所导致的破坏。为了评估SCHEMA预测破坏的能力,我们在13个位点对远缘相关的β-内酰胺酶PSE-4和TEM-1进行了洗牌,以创建一个包含2(14)(16,384)个嵌合体的文库,并检测哪些嵌合体保留了内酰胺酶功能。对氨苄青霉素筛选出的克隆进行基因测序发现,随着计算出的破坏程度(E = 重组时断裂的残基-残基接触数)增加,功能克隆的百分比呈指数下降。我们还发现,与具有相同有效突变水平但从文库中随机选择的嵌合体相比,E值低的嵌合体维持内酰胺酶功能的概率更高。因此,SCHEMA用于识别相互作用和计算E的简单距离度量方法能够预测哪些嵌合体序列最有可能保留其功能。这种方法可用于评估重组的交叉位点,并创建高度嵌合、折叠的嵌合体。