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促进灭绝还是最小化增长?治疗对进化群体中特征轨迹的影响。

Promoting extinction or minimizing growth? The impact of treatment on trait trajectories in evolving populations.

机构信息

Department for Evolutionary Theory, Max Planck Institute for Evolutionary Biology, Plön, Germany.

出版信息

Evolution. 2023 Jun 1;77(6):1408-1421. doi: 10.1093/evolut/qpad042.

Abstract

When cancers or bacterial infections establish, small populations of cells have to free themselves from homoeostatic regulations that prevent their expansion. Trait evolution allows these populations to evade this regulation, escape stochastic extinction and climb up the fitness landscape. In this study, we analyze this complex process and investigate the fate of a cell population that underlies the basic processes of birth, death, and mutation. We find that the shape of the fitness landscape dictates a circular adaptation trajectory in the trait space spanned by birth and death rates. We show that successful adaptation is less likely for parental populations with higher turnover (higher birth and death rates). Including density- or trait-affecting treatment we find that these treatment types change the adaptation dynamics in agreement with a geometrical analysis of fitness gradients. Treatment strategies that simultaneously target birth and death rates are most effective, but also increase evolvability. By mapping physiological adaptation pathways and molecular drug mechanisms to traits and treatments with clear eco-evolutionary consequences, we can achieve a much better understanding of the adaptation dynamics and the eco-evolutionary mechanisms at play in the dynamics of cancer and bacterial infections.

摘要

当癌症或细菌感染形成时,一小部分细胞必须摆脱防止其扩张的体内平衡调节。特征进化使这些群体能够逃避这种调节,逃脱随机灭绝,并爬上适应度景观。在这项研究中,我们分析了这个复杂的过程,并研究了一个细胞群体的命运,该群体是出生、死亡和突变等基本过程的基础。我们发现,适应度景观的形状决定了由出生率和死亡率所跨越的特征空间中的循环适应轨迹。我们表明,对于具有较高周转率(较高出生率和死亡率)的亲本种群,成功的适应可能性较低。包括密度或特征影响处理,我们发现这些处理类型与适应度梯度的几何分析一致,改变了适应动力学。同时针对出生率和死亡率的治疗策略最有效,但也会增加可进化性。通过将生理适应途径和分子药物机制映射到具有明确生态进化后果的特征和处理上,我们可以更好地理解癌症和细菌感染动态中的适应动力学和生态进化机制。

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