The Milner Centre for Evolution, Department of Biology and Biochemistry, University of Bath, Bath, United Kingdom.
MRC Human Genetics Unit, Institute for Genetics and Molecular Medicine, The University of Edinburgh, Edinburgh, United Kingdom.
Mol Biol Evol. 2021 Jan 4;38(1):67-83. doi: 10.1093/molbev/msaa188.
Large-scale re-engineering of synonymous sites is a promising strategy to generate vaccines either through synthesis of attenuated viruses or via codon-optimized genes in DNA vaccines. Attenuation typically relies on deoptimization of codon pairs and maximization of CpG dinucleotide frequencies. So as to formulate evolutionarily informed attenuation strategies that aim to force nucleotide usage against the direction favored by selection, here, we examine available whole-genome sequences of SARS-CoV-2 to infer patterns of mutation and selection on synonymous sites. Analysis of mutational profiles indicates a strong mutation bias toward U. In turn, analysis of observed synonymous site composition implicates selection against U. Accounting for dinucleotide effects reinforces this conclusion, observed UU content being a quarter of that expected under neutrality. Possible mechanisms of selection against U mutations include selection for higher expression, for high mRNA stability or lower immunogenicity of viral genes. Consistent with gene-specific selection against CpG dinucleotides, we observe systematic differences of CpG content between SARS-CoV-2 genes. We propose an evolutionarily informed approach to attenuation that, unusually, seeks to increase usage of the already most common synonymous codons. Comparable analysis of H1N1 and Ebola finds that GC3 deviated from neutral equilibrium is not a universal feature, cautioning against generalization of results.
大规模地重新设计同义位点是一种很有前途的策略,可以通过合成减毒病毒或通过 DNA 疫苗中的密码子优化基因来生成疫苗。减毒通常依赖于对密码子对的去优化和最大化 CpG 二核苷酸频率。因此,为了制定进化信息丰富的衰减策略,旨在迫使核苷酸使用与选择所倾向的方向相反,在这里,我们检查了 SARS-CoV-2 的可用全基因组序列,以推断同义位点上突变和选择的模式。突变谱分析表明,U 有很强的突变偏向性。反过来,观察到的同义位点组成分析表明,选择反对 U。考虑到二核苷酸效应,这一结论得到了加强,观察到的 UU 含量是中性情况下的四分之一。选择反对 U 突变的可能机制包括选择更高的表达、更高的 mRNA 稳定性或更低的病毒基因免疫原性。与针对 CpG 二核苷酸的基因特异性选择一致,我们观察到 SARS-CoV-2 基因之间 CpG 含量存在系统差异。我们提出了一种进化信息丰富的衰减方法,不同寻常的是,它试图增加已经最常见的同义密码子的使用。对 H1N1 和埃博拉病毒的类似分析发现,GC3 偏离中性平衡不是普遍特征,这告诫我们不要一概而论。