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检验理论:公共地悲剧的综合计算/实验恒化器模型。

Putting theory to the test: An integrated computational/experimental chemostat model of the tragedy of the commons.

机构信息

Department of Integrative Biology, Oregon State University, Corvallis, Oregon, United States of America.

Department of Mathematics, Oregon State University, Corvallis, Oregon, United States of America.

出版信息

PLoS One. 2024 Apr 10;19(4):e0300887. doi: 10.1371/journal.pone.0300887. eCollection 2024.

Abstract

Cooperation via shared public goods is ubiquitous in nature, however, noncontributing social cheaters can exploit the public goods provided by cooperating individuals to gain a fitness advantage. Theory predicts that this dynamic can cause a Tragedy of the Commons, and in particular, a 'Collapsing' Tragedy defined as the extinction of the entire population if the public good is essential. However, there is little empirical evidence of the Collapsing Tragedy in evolutionary biology. Here, we experimentally demonstrate this outcome in a microbial model system, the public good-producing bacterium Pseudomonas aeruginosa grown in a continuous-culture chemostat. In a growth medium that requires extracellular protein digestion, we find that P. aeruginosa populations maintain a high density when entirely composed of cooperating, protease-producing cells but completely collapse when non-producing cheater cells are introduced. We formulate a mechanistic mathematical model that recapitulates experimental observations and suggests key parameters, such as the dilution rate and the cost of public good production, that define the stability of cooperative behavior. We combine model prediction with experimental validation to explain striking differences in the long-term cheater trajectories of replicate cocultures through mutational events that increase cheater fitness. Taken together, our integrated empirical and theoretical approach validates and parametrizes the Collapsing Tragedy in a microbial population, and provides a quantitative, mechanistic framework for generating testable predictions of social behavior.

摘要

合作通过共享公共物品在自然界中无处不在,然而,不贡献的社会骗子可以利用合作个体提供的公共物品来获得适应性优势。理论预测,这种动态可能导致公地悲剧,特别是如果公共物品是必不可少的,就会出现“崩溃”悲剧,定义为整个种群的灭绝。然而,在进化生物学中,很少有关于崩溃悲剧的经验证据。在这里,我们在一个微生物模型系统中实验证明了这一结果,即公共物品产生菌铜绿假单胞菌在连续培养恒化器中生长。在需要细胞外蛋白消化的生长培养基中,我们发现当完全由合作、产生蛋白酶的细胞组成时,铜绿假单胞菌种群保持高密度,但当引入非生产性骗子细胞时,种群完全崩溃。我们制定了一个机械数学模型,该模型再现了实验观察结果,并提出了关键参数,如稀释率和公共物品生产的成本,这些参数定义了合作行为的稳定性。我们将模型预测与实验验证相结合,通过增加骗子适应性的突变事件,解释了复培养物中骗子轨迹的长期差异。总之,我们的综合经验和理论方法在微生物种群中验证并参数化了崩溃悲剧,并为社会行为提供了一个定量的、机械的框架,以产生可测试的预测。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/72f6/11006152/cdc2889b7eb6/pone.0300887.g001.jpg

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