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Antibiotic resistance and stress in the light of Fisher's model

机译:费舍尔模型对抗生素的抵抗力和压力

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The role of mutations in evolution depends upon the distribution of their effects on fitness. This distribution is likely to depend on the environment. Indeed genotype-by-environment interactions are key for the process of local adaptation and ecological specialization. An important trait in bacterial evolution is antibiotic resistance, which presents a clear case of change in the direction of selection between environments with and without antibiotics. Here, we study the distribution of fitness effects of mutations, conferring antibiotic resistance to Escherichia coli, in benign and stressful environments without drugs. We interpret the distributions in the light of a fitness landscape model that assumes a single fitness peak. We find that mutation effects (s) are well described by a shifted gamma distribution, with a shift parameter that reflects the distance to the fitness peak and varies across environments. Consistent with the theoretical predictions of Fisher's geometrical model, with a Gaussian relationship between phenotype and fitness, we find that the main effect of stress is to increase the variance in s. Our findings are in agreement with the results of a recent meta-analysis, which suggest that a simple fitness landscape model may capture the variation of mutation effects across species and environments.
机译:突变在进化中的作用取决于其对适应性的影响分布。这种分布可能取决于环境。实际上,环境之间的基因型相互作用对于本地适应和生态专业化过程至关重要。细菌进化中的一个重要特征是抗生素抗性,这清楚地表明了在有无抗生素的环境之间选择方向的变化。在这里,我们研究了在无药物的良性和压力环境中,突变的适应性效应的分布,赋予了抗生素对大肠杆菌的抗性。我们根据假设单个健身峰值的健身景观模型来解释分布。我们发现,突变效应通过移位的伽马分布很好地描述,移位参数反映了与适应性峰的距离并随环境而变化。与Fisher几何模型的理论预测一致,在表型和适应性之间具有高斯关系,我们发现应力的主要作用是增加s的方差。我们的发现与最近的荟萃分析的结果一致,后者表明简单的适应度景观模型可以捕获跨物种和环境的突变效应的变化。

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