Graduate School of Oceanography, University of Rhode Island, Narragansett Bay Campus, Narragansett, RI, United States of America.
Mathematical Sciences, Chalmers University and the University of Gothenburg, Gothenburg, Sweden.
PLoS One. 2021 Aug 4;16(8):e0254799. doi: 10.1371/journal.pone.0254799. eCollection 2021.
Why, contrary to theoretical predictions, do marine microbe communities harbor tremendous phenotypic heterogeneity? How can so many marine microbe species competing in the same niche coexist? We discovered a unifying explanation for both phenomena by investigating a non-cooperative game that interpolates between individual-level competitions and species-level outcomes. We identified all equilibrium strategies of the game. These strategies represent the probability distribution of competitive abilities (e.g. traits) and are characterized by maximal phenotypic heterogeneity. They are also neutral towards each other in the sense that an unlimited number of species can co-exist while competing according to the equilibrium strategies. Whereas prior theory predicts that natural selection would minimize trait variation around an optimum value, here we obtained a mathematical proof that species with maximally variable traits are those that endure. This discrepancy may reflect a disparity between predictions from models developed for larger organisms in contrast to our microbe-centric model. Rigorous mathematics proves that phenotypic heterogeneity is itself a mechanistic underpinning of microbial diversity. This discovery has fundamental ramifications for microbial ecology and may represent an adaptive reservoir sheltering biodiversity in changing environmental conditions.
为什么与理论预测相反,海洋微生物群落却蕴藏着巨大的表型异质性?在同一生态位中竞争的如此多的海洋微生物物种如何能够共存?我们通过研究一种介于个体竞争和物种结果之间的非合作博弈,发现了这两个现象的统一解释。我们确定了博弈的所有均衡策略。这些策略代表了竞争能力(例如特征)的概率分布,其特征是具有最大的表型异质性。从相互中立的意义上讲,它们对彼此也是中立的,即可以根据均衡策略存在无限数量的物种同时竞争。尽管之前的理论预测自然选择会将特征的变化最小化到最优值附近,但在这里我们得到了一个数学证明,即具有最大可变性特征的物种是那些能够生存的物种。这种差异可能反映了针对较大生物体开发的模型与我们以微生物为中心的模型之间的预测差异。严格的数学证明了表型异质性本身就是微生物多样性的机制基础。这一发现对微生物生态学具有根本的意义,并可能代表了在不断变化的环境条件下保护生物多样性的适应性储备。