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群体感应作为一种利用群体智慧的机制。

Quorum sensing as a mechanism to harness the wisdom of the crowds.

机构信息

Groningen Institute for Evolutionary Life Sciences, University of Groningen, P.O. Box 11103, 9700 CC, Groningen, The Netherlands.

Department of Civil and Environmental Engineering, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA.

出版信息

Nat Commun. 2023 Jun 9;14(1):3415. doi: 10.1038/s41467-023-37950-7.

Abstract

Bacteria release and sense small molecules called autoinducers in a process known as quorum sensing. The prevailing interpretation of quorum sensing is that by sensing autoinducer concentrations, bacteria estimate population density to regulate the expression of functions that are only beneficial when carried out by a sufficiently large number of cells. However, a major challenge to this interpretation is that the concentration of autoinducers strongly depends on the environment, often rendering autoinducer-based estimates of cell density unreliable. Here we propose an alternative interpretation of quorum sensing, where bacteria, by releasing and sensing autoinducers, harness social interactions to sense the environment as a collective. Using a computational model we show that this functionality can explain the evolution of quorum sensing and arises from individuals improving their estimation accuracy by pooling many imperfect estimates - analogous to the 'wisdom of the crowds' in decision theory. Importantly, our model reconciles the observed dependence of quorum sensing on both population density and the environment and explains why several quorum sensing systems regulate the production of private goods.

摘要

细菌在群体感应过程中释放和感知称为自动诱导物的小分子。群体感应的主流解释是,通过感知自动诱导物的浓度,细菌估计种群密度,以调节只有在足够数量的细胞中才能发挥作用的功能的表达。然而,对这种解释的一个主要挑战是,自动诱导物的浓度强烈依赖于环境,这常常使得基于自动诱导物的细胞密度估计不可靠。在这里,我们提出了群体感应的另一种解释,即细菌通过释放和感知自动诱导物,利用社交互动来感知环境作为一个整体。我们使用一个计算模型表明,这种功能可以解释群体感应的进化,并且源于个体通过汇集许多不完美的估计来提高其估计精度——类似于决策理论中的“群体智慧”。重要的是,我们的模型调和了观察到的群体感应对种群密度和环境的依赖关系,并解释了为什么几个群体感应系统调节私人产品的产生。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4b9d/10256802/4916375c0a89/41467_2023_37950_Fig1_HTML.jpg

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