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Predicting patterns of long-term adaptation and extinction with population genetics

机译:预测人口遗传学长期适应与灭绝的模式

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Population genetics struggles to model extinction; standard models track the relative rather than absolute fitness of genotypes, while the exceptions describe only the short-term transition from imminent doom to evolutionary rescue. But extinction can result from failure to adapt not only to catastrophes, but also to a backlog of environmental challenges. We model long-term adaptation to long series of small challenges, where fitter populations reach higher population sizes. The population's long-term fitness dynamic is well approximated by a simple stochastic Markov chain model. Long-term persistence occurs when the rate of adaptation exceeds the rate of environmental deterioration for some genotypes. Long-term persistence times are consistent with typical fossil species persistence times of several million years. Immediately preceding extinction, fitness declines rapidly, appearing as though a catastrophe disrupted a stably established population, even though gradual evolutionary processes are responsible. New populations go through an establishment phase where, despite being demographically viable, their extinction risk is elevated. Should the population survive long enough, extinction risk later becomes constant over time.
机译:人口遗传学争取模范灭绝;标准模型跟踪相对而不是基因型的绝对适应性,而例外则仅描述从即将到来的厄运到进化救援的短期过渡。但灭绝可能因未能适应灾难而不仅适应灾难性,而且导致对环境挑战的积压。我们模拟长期适应长期挑战,雄厚的人群达到更高的人口尺寸。人口的长期健身动态由简单的随机马尔可夫链模型近似近似。当适应率超过一些基因型的环境恶化率超过环境恶化速率时,会发生长期持久性。长期持续时间与典型的化石物种持久性持续数百万年一致。在灭绝之前,健身迅速下降,显然灾难扰乱了稳定建立的人群,即使渐进进化过程是负责任的。新的人口通过一个建立阶段,尽管处于人群可行,但其灭绝风险升高。如果人口足够长,濒临灭绝风险随着时间的推移变得不变。

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