Ecological interactions and spatial dynamics in microbial aggregates: A novel modelling framework
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arXiv
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| Format: | Preprint |
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2025
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| _version_ | 1866915675671363584 |
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| author | Freingruber, Viktoria Gonzalez-Cabaleiro, Rebeca Yoldaş, Havva |
| author_facet | Freingruber, Viktoria Gonzalez-Cabaleiro, Rebeca Yoldaş, Havva |
| contents | We present a mathematical model based on a system of partial differential equations (PDEs) with cross-diffusion and reaction terms to describe ecological interactions between multiple bacterial species and substrates within microaggregates, where bacteria proliferate in response to substrate availability and undergo passive dispersal driven by population pressure gradients. The ecological interactions include interspecific competition for shared substrates, and commensalism, whereby one species benefits from the metabolic by-products of another. The main motivation comes from individual-based models (IBMs) of microbial aggregates, where simulations reveal that substrate-limited conditions can give rise to rich spatial patterns. Our numerical experiments demonstrate that our PDE-based model captures the key qualitative features of three verification scenarios that have previously been investigated with IBMs. Moreover, we formally derive a competition system from an on-lattice biased random walk, and establish local well-posedness for a parameter-symmetric subcase of it. We then formally analyse the travelling wave behaviour of this case in one spatial dimension and compare the minimal travelling wave speed with the wave speed measured in the simulations. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2512_13156 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Ecological interactions and spatial dynamics in microbial aggregates: A novel modelling framework Freingruber, Viktoria Gonzalez-Cabaleiro, Rebeca Yoldaş, Havva Populations and Evolution 35Q92, 92D25, 92B99, 35M33, 92C75 We present a mathematical model based on a system of partial differential equations (PDEs) with cross-diffusion and reaction terms to describe ecological interactions between multiple bacterial species and substrates within microaggregates, where bacteria proliferate in response to substrate availability and undergo passive dispersal driven by population pressure gradients. The ecological interactions include interspecific competition for shared substrates, and commensalism, whereby one species benefits from the metabolic by-products of another. The main motivation comes from individual-based models (IBMs) of microbial aggregates, where simulations reveal that substrate-limited conditions can give rise to rich spatial patterns. Our numerical experiments demonstrate that our PDE-based model captures the key qualitative features of three verification scenarios that have previously been investigated with IBMs. Moreover, we formally derive a competition system from an on-lattice biased random walk, and establish local well-posedness for a parameter-symmetric subcase of it. We then formally analyse the travelling wave behaviour of this case in one spatial dimension and compare the minimal travelling wave speed with the wave speed measured in the simulations. |
| title | Ecological interactions and spatial dynamics in microbial aggregates: A novel modelling framework |
| topic | Populations and Evolution 35Q92, 92D25, 92B99, 35M33, 92C75 |
| url | https://arxiv.org/abs/2512.13156 |