Vibrio cholerae is a ubiquitous marine microbe that solubilizes and consumes chitin in the marine water column. In both the marine environment and the intestinal track, V. cholerae forms biofilms; a key question regarding the lifestyle of V. cholerae is how do the diverse substrates that it encounters influence its biofilm formation and, in turn, shape its ecological interactions. Here, we use the predator-prey interaction between Bdellovibrio bacteriovorus and V. cholerae as a model to explore how the environmental chitin substrate alters V. cholerae biofilm formation and predator-prey interactions. We find that glass-bound biofilms provide strong protection for V. cholerae against predation while also allowing a population of predatory B. bacteriovorus to remain in place. In contrast, chitin-bound biofilms offer less protection against B. bacteriovorus predation and do not maintain a stable population of B. bacteriovorus. Using percolation and population dynamics models, we predict that these changes in predator-prey dynamics can be mostly explained by alterations in biofilm architecture between the two conditions, which changes the fraction of prey available to B. bacteriovorus. Performing targeted biofilm matrix deletions, we confirm this prediction by recapitulating key features of the chitin predator-prey interactions on glass surfaces. Following on this observation, we show that V. cholerae biofilms grown on chitin produce much less of the canonical biofilm matrix components and instead rely on other extracellular structures. Overall, our experiments detail how growth substrate can alter biofilm matrix composition and how these changes in biofilm architecture and cellular arrangement can impact higher-order ecological interactions.
Uncovering Code Insights: Leveraging GitHub Artifacts for Deeper Code Understanding
arXiv:2511.03549v1 Announce Type: cross Abstract: Understanding the purpose of source code is a critical task in software maintenance, onboarding, and modernization. While large language models


