Multispecies phase diagram reveals biophysical principles of bacterial biofilm architectures
Jeckel, H.; Diaz-Pascual, F.; Skinner, D. J.; Song, B.; Jimenez Siebert, E.; Jelli, E.; Vaidya, S.; Dunkel, J.; Drescher, K.
Show abstract
Bacterial biofilms are among the most abundant multicellular structures on Earth and play essential roles in a wide range of ecological, medical, and industrial processes. However, general principles that govern the emergence of biofilm architecture across different species remain unknown. Here, we combine experiments, simulations and statistical analysis to identify shared biophysical mechanisms that determine biofilm architecture development at the single-cell level, for the species Vibrio cholerae, Escherichia coli, Salmonella enterica, and Pseudomonas aeruginosa. Our data-driven analysis reveals that despite the many molecular differences between these species, the biofilm architecture differences can be described by only two control parameters: cellular aspect ratio and cell density. Further experiments using single-species mutants for which the cell aspect ratio and the cell density are systematically varied, and mechanistic simulations, show that tuning these two control parameters reproduces biofilm architectures of different species. Altogether, our results show that early-stage biofilm architecture is determined by mechanical cell-cell interactions which are conserved across different species and, therefore, provide a unifying understanding of biofilm architecture development.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
Similar papers in this journal
- Intra-colony channel morphology in Escherichia coli biofilms is governed by nutrient availability and substrate stiffness 95%
- Harnessing Emergent Properties of Microbial Consortia: Assembly of the Xilonen SynCom 93%
- Surfactin production is not essential for pellicle and root-associated biofilm development of Bacillus subtilis 92%
Similar papers in this journal
Similar papers in this journal
- Pseudomonas aeruginosa leucine aminopeptidase influences early biofilm composition and structure via vesicle-associated anti-biofilm activity 94%
- Comparative biofilm assays using Enterococcus faecalis OG1RF identify new determinants of biofilm formation 94%
- Aggregation of nontuberculous mycobacteria is regulated by carbon:nitrogen balance 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.