Institute for Cell and Molecular Biology, The University of Texas at Austin, Austin, TX, USA.
Proteomics. 2010 Dec;10(23):4163-71. doi: 10.1002/pmic.201000229.
We analyze the relationship between codon usage bias and residue aggregation propensity in the genomes of four model organisms, Escherichia coli, yeast, fly, and mouse, as well as the archaeon Halobacterium species NRC-1. Using the Mantel-Haenszel procedure, we find that translationally optimal codons associate with aggregation-prone residues. Our results are qualitatively and quantitatively similar to those of an earlier study where we found an association between translationally optimal codons and buried residues. We also combine the aggregation-propensity data with solvent-accessibility data. Although the resulting data set is small, and hence statistical power low, results indicate that the association between optimal codons and aggregation-prone residues exists both at buried and at exposed sites. By comparing codon usage at different combinations of sites (exposed, aggregation-prone sites versus buried, non-aggregation-prone sites; buried, aggregation-prone sites versus exposed, non-aggregation-prone sites), we find that aggregation propensity and solvent accessibility seem to have independent effects of (on average) comparable magnitude on codon usage. Finally, in fly, we assess whether optimal codons associate with sites at which amino acid substitutions lead to an increase in aggregation propensity, and find only a very weak effect. These results suggest that optimal codons may be required to reduce the frequency of translation errors at aggregation-prone sites that coincide with certain functional sites, such as protein-protein interfaces. Alternatively, optimal codons may be required for rapid translation of aggregation-prone regions.
我们分析了四种模式生物(大肠杆菌、酵母、果蝇和小鼠)以及古菌 Halobacterium species NRC-1 的基因组中密码子使用偏好与残基聚集倾向之间的关系。我们使用 Mantel-Haenszel 程序发现,翻译最优的密码子与聚集倾向的残基相关联。我们的结果在定性和定量上与我们之前的一项研究相似,该研究发现翻译最优的密码子与埋藏的残基之间存在关联。我们还将聚集倾向数据与溶剂可及性数据相结合。尽管所得数据集较小,因此统计能力较低,但结果表明,最优密码子与聚集倾向残基之间的关联存在于埋藏和暴露部位。通过比较不同组合部位(暴露、聚集倾向部位与埋藏、非聚集倾向部位;埋藏、聚集倾向部位与暴露、非聚集倾向部位)的密码子使用情况,我们发现聚集倾向和溶剂可及性似乎对密码子使用有独立的(平均而言)相当大的影响。最后,在果蝇中,我们评估最优密码子是否与导致聚集倾向增加的氨基酸取代部位相关联,结果仅发现非常微弱的影响。这些结果表明,最优密码子可能需要降低与某些功能部位(如蛋白质-蛋白质界面)重合的聚集倾向部位的翻译错误频率。或者,最优密码子可能需要快速翻译聚集倾向区域。