School of Mathematical Sciences, University of Nottingham, Nottingham, NG7 2RD, UK.
School of Mathematical Sciences, Queensland University of Technology, Brisbane, QLD, 4001, Australia.
Bull Math Biol. 2020 Jun 12;82(6):74. doi: 10.1007/s11538-020-00756-5.
The Allee effect describes populations that deviate from logistic growth models and arises in applications including ecology and cell biology. A common justification for incorporating Allee effects into population models is that the population in question has altered growth mechanisms at some critical density, often referred to as a threshold effect. Despite the ubiquitous nature of threshold effects arising in various biological applications, the explicit link between local threshold effects and global Allee effects has not been considered. In this work, we examine a continuum population model that incorporates threshold effects in the local growth mechanisms. We show that this model gives rise to a diverse family of Allee effects, and we provide a comprehensive analysis of which choices of local growth mechanisms give rise to specific Allee effects. Calibrating this model to a recent set of experimental data describing the growth of a population of cancer cells provides an interpretation of the threshold population density and growth mechanisms associated with the population.
聚集效应用于描述偏离逻辑斯谛增长模型的种群,并在生态学和细胞生物学等领域的应用中出现。将聚集效应纳入种群模型的一个常见理由是,所讨论的种群在某个关键密度下改变了生长机制,通常称为阈值效应。尽管在各种生物应用中出现的阈值效应具有普遍性,但局部阈值效应与全局聚集效应之间的明确联系尚未被考虑。在这项工作中,我们研究了一种连续统种群模型,该模型在局部生长机制中纳入了阈值效应。我们表明,该模型产生了一系列多样化的聚集效应,并全面分析了哪些局部生长机制的选择会导致特定的聚集效应。将该模型校准到最近一组描述癌细胞种群生长的实验数据,为与种群相关的阈值种群密度和生长机制提供了解释。