Department of Systems Biology, Harvard Medical School, Boston, MA, USA.
Department of Mathematics and Statistics, Dalhousie University, Halifax, NS, Canada.
Mol Biol Evol. 2022 Mar 2;39(3). doi: 10.1093/molbev/msac030.
Site-specific amino acid preferences are influenced by the genetic background of the protein. The preferences for resident amino acids are expected to, on average, increase over time because of replacements at other sites-a nonadaptive phenomenon referred to as the "evolutionary Stokes shift." Alternatively, decreases in resident amino acid propensity have recently been viewed as evidence of adaptations to external environmental changes. Using population genetics theory and thermodynamic stability constraints, we show that nonadaptive evolution can lead to both positive and negative shifts in propensities following the fixation of an amino acid, emphasizing that the detection of negative shifts is not conclusive evidence of adaptation. By examining propensity shifts from when an amino acid is first accepted at a site until it is subsequently replaced, we find that ≈50% of sites show a decrease in the propensity for the newly resident amino acid while the remaining sites show an increase. Furthermore, the distributions of the magnitudes of positive and negative shifts were comparable. Preferences were often conserved via a significant negative autocorrelation in propensity changes-increases in propensities often followed by decreases, and vice versa. Lastly, we explore the underlying mechanisms that lead propensities to fluctuate. We observe that stabilizing replacements increase the mutational tolerance at a site and in doing so decrease the propensity for the resident amino acid. In contrast, destabilizing substitutions result in more rugged fitness landscapes that tend to favor the resident amino acid. In summary, our results characterize propensity trajectories under nonadaptive stability-constrained evolution against which evidence of adaptations should be calibrated.
蛋白质的遗传背景会影响其特定部位的氨基酸偏好性。由于其他位点的替换,预期驻留氨基酸的偏好性会随着时间的推移而增加——这种非适应性现象被称为“进化 Stokes 漂移”。相反,驻留氨基酸倾向的降低最近被视为对外部环境变化的适应的证据。我们利用群体遗传学理论和热力学稳定性约束,表明非适应性进化可以导致在氨基酸固定后,倾向于出现正向和负向的漂移,这强调了检测到负向漂移并不一定是适应的结论性证据。通过检查氨基酸首次被接受的位点到随后被替换时的倾向变化,我们发现约 50%的位点表现出新驻留氨基酸的倾向降低,而其余位点则表现出增加。此外,正、负漂移的幅度分布相当。偏好通常通过倾向变化的显著负自相关性来保持——增加倾向往往伴随着减少,反之亦然。最后,我们探讨了导致倾向波动的潜在机制。我们观察到,稳定的替换会增加位点的突变耐受性,从而降低驻留氨基酸的倾向。相比之下,不稳定的替换会导致更崎岖的适应度景观,倾向于有利于驻留氨基酸。总之,我们的结果描述了在非适应性稳定性约束进化下的倾向轨迹,适应的证据应该与这些轨迹相校准。