Quantification of Lysogeny Caused by Phage Coinfections in Microbial Communities from Biophysical Principles

Antoni Luque; Cynthia B Silveira

doi:10.1128/mSystems.00353-20

Quantification of Lysogeny Caused by Phage Coinfections in Microbial Communities from Biophysical Principles

mSystems. 2020 Sep 15;5(5):e00353-20. doi: 10.1128/mSystems.00353-20.

Authors

Antoni Luque^#^{1

2

3}, Cynthia B Silveira^#⁴

Affiliations

¹ Department of Mathematics and Statistics, San Diego State University, San Diego, California, USA aluque@sdsu.edu cynthiasilveira@miami.edu.
² Viral Information Institute, San Diego State University, San Diego, California, USA.
³ Computational Science Research Center, San Diego State University, San Diego, California, USA.
⁴ Department of Biology, University of Miami, Coral Gables, Florida, USA aluque@sdsu.edu cynthiasilveira@miami.edu.

^# Contributed equally.

Abstract

Temperate phages can associate with their bacterial host to form a lysogen, often modifying the phenotype of the host. Lysogens are dominant in the microbially dense environment of the mammalian gut. This observation contrasts with the long-standing hypothesis of lysogeny being favored at low microbial densities, such as in oligotrophic marine environments. Here, we hypothesized that phage coinfections-a well-understood molecular mechanism of lysogenization-increase at high microbial abundances. To test this hypothesis, we developed a biophysical model of coinfection for marine and gut microbiomes. The model stochastically sampled ranges of phage and bacterial concentrations, adsorption rates, lysogenic commitment times, and community diversity from each environment. In 90% of the sampled marine communities, less than 10% of the bacteria were predicted to be lysogenized via coinfection. In contrast, 25% of the sampled gut communities displayed more than 25% of lysogenization. The probability of lysogenization in the gut was a consequence of the higher densities and higher adsorption rates. These results suggest that, on average, coinfections can form two trillion lysogens in the human gut every day. In marine microbiomes, which were characterized by lower densities and phage adsorption rates, lysogeny via coinfection was still possible for communities with long lysogenic commitment times. Our study indicates that different physical factors causing coinfections can reconcile the traditional view of lysogeny at poor host growth (long commitment times) and the recent Piggyback-the-Winner framework proposing that lysogeny is favored in rich environments (high densities and adsorption rates).IMPORTANCE The association of temperate phages and bacterial hosts during lysogeny manipulates microbial dynamics from the oceans to the human gut. Lysogeny is well studied in laboratory models, but its environmental drivers remain unclear. Here, we quantified the probability of lysogenization caused by phage coinfections, a well-known trigger of lysogeny, in marine and gut microbial environments. Coinfections were quantified by developing a biophysical model that incorporated the traits of viral and bacterial communities. Lysogenization via coinfection was more frequent in highly productive environments like the gut, due to higher microbial densities and higher phage adsorption rates. At low cell densities, lysogenization occurred in bacteria with long duplication times. These results bridge the molecular understanding of lysogeny with the ecology of complex microbial communities.

Keywords: adsorption rates; commitment time; lysogeny; microbial abundance; multiplicity of infection; stochastic biophysical model.