School of Life Sciences, University of Sussex, Brighton, United Kingdom.
Genome Biol Evol. 2022 Feb 4;14(2). doi: 10.1093/gbe/evac028.
The rate of amino acid substitution has been shown to be correlated to a number of factors including the rate of recombination, the age of the gene, the length of the protein, mean expression level, and gene function. However, the extent to which these correlations are due to adaptive and nonadaptive evolution has not been studied in detail, at least not in hominids. We find that the rate of adaptive evolution is significantly positively correlated to the rate of recombination, protein length and gene expression level, and negatively correlated to gene age. These correlations remain significant when each factor is controlled for in turn, except when controlling for expression in an analysis of protein length; and they also generally remain significant when biased gene conversion is taken into account. However, the positive correlations could be an artifact of population size contraction. We also find that the rate of nonadaptive evolution is negatively correlated to each factor, and all these correlations survive controlling for each other and biased gene conversion. Finally, we examine the effect of gene function on rates of adaptive and nonadaptive evolution; we confirm that virus-interacting proteins (VIPs) have higher rates of adaptive and lower rates of nonadaptive evolution, but we also demonstrate that there is significant variation in the rate of adaptive and nonadaptive evolution between GO categories when removing VIPs. We estimate that the VIP/non-VIP axis explains about 5-8 fold more of the variance in evolutionary rate than GO categories.
氨基酸替换率与许多因素相关,包括重组率、基因年龄、蛋白质长度、平均表达水平和基因功能。然而,这些相关性在多大程度上归因于适应性和非适应性进化,在至少在人类中还没有得到详细研究。我们发现,适应性进化的速度与重组率、蛋白质长度和基因表达水平显著正相关,与基因年龄显著负相关。当依次控制每个因素时,这些相关性仍然显著,除了在分析蛋白质长度时控制表达时;当考虑到有偏基因转换时,它们通常仍然显著。然而,阳性相关性可能是由于种群规模收缩造成的。我们还发现,非适应性进化的速度与每个因素负相关,所有这些相关性在控制彼此和有偏基因转换后仍然存在。最后,我们研究了基因功能对适应性和非适应性进化速度的影响;我们证实,与病毒相互作用的蛋白质 (VIP) 具有更高的适应性进化速度和更低的非适应性进化速度,但我们也证明,在去除 VIP 后,GO 类别之间的适应性和非适应性进化速度存在显著差异。我们估计,VIP/非-VIP 轴比 GO 类别解释了大约 5-8 倍的进化速度变化。