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在一个简单数学模型中,由环境变化和水平基因转移产生的微生物多样性和生态复杂性。

Microbial diversity and ecological complexity emerging from environmental variation and horizontal gene transfer in a simple mathematical model.

作者信息

Babajanyan Sanasar G, Garushyants Sofya K, Wolf Yuri I, Koonin Eugene V

机构信息

National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, MD 20894, USA.

出版信息

bioRxiv. 2024 Jan 21:2024.01.17.576128. doi: 10.1101/2024.01.17.576128.

Abstract

Microbiomes are generally characterized by high diversity of coexisting microbial species and strains that remains stable within a broad range of conditions. However, under fixed conditions, microbial ecology conforms with the exclusion principle under which two populations competing for the same resource within the same niche cannot coexist because the less fit population inevitably goes extinct. To explore the conditions for stabilization of microbial diversity, we developed a simple mathematical model consisting of two competing populations that could exchange a single gene allele via horizontal gene transfer (HGT). We found that, although in a fixed environment, with unbiased HGT, the system obeyed the exclusion principle, in an oscillating environment, within large regions of the phase space bounded by the rates of reproduction and HGT, the two populations coexist. Moreover, depending on the parameter combination, all three major types of symbiosis obtained, namely, pure competition, host-parasite relationship and mutualism. In each of these regimes, certain parameter combinations provided for synergy, that is, a greater total abundance of both populations compared to the abundance of the winning population in the fixed environments. These findings show that basic phenomena that are universal in microbial communities, environmental variation and HGT, provide for stabilization of microbial diversity and ecological complexity.

摘要

微生物群落的一般特征是共存的微生物物种和菌株具有高度多样性,并且在广泛的条件下保持稳定。然而,在固定条件下,微生物生态学符合排除原则,即在同一生态位中竞争相同资源的两个种群不能共存,因为适应性较差的种群不可避免地会灭绝。为了探索微生物多样性稳定的条件,我们开发了一个简单的数学模型,该模型由两个竞争种群组成,它们可以通过水平基因转移(HGT)交换单个基因等位基因。我们发现,虽然在固定环境中,在无偏差的HGT情况下,系统遵循排除原则,但在振荡环境中,在由繁殖率和HGT界定的相空间的大区域内,两个种群共存。此外,根据参数组合,可以获得所有三种主要的共生类型,即纯粹竞争、宿主-寄生虫关系和互利共生。在这些模式中的每一种中,某些参数组合提供了协同作用,也就是说,与固定环境中获胜种群的丰度相比,两个种群的总丰度更高。这些发现表明,微生物群落中普遍存在的基本现象、环境变化和HGT,为微生物多样性和生态复杂性的稳定提供了条件。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7419/10836074/1f5e75815b9e/nihpp-2024.01.17.576128v1-f0001.jpg

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