Monitoring single cell bioenergetic status and cell lysis in dense and differentiating Bacillus subtilis cultures
Maria Dakes Stavrakakis, Taylor Wellfare ReidiD, Madeleine HumphreyiD, Tjeerd van RijiD, Colin R. HarwoodiD, Henrik StrahliD
Abstract
BackgroundThe Gram-positive bacterium Bacillus subtilis is a rapidly growing and easily manipulated microbe with a long history of exploitation for the commercial production of industrial enzymes, high-value biochemicals, antibiotics and other secondary metabolites. More recently, it has been developed as a food additive and plant probiotic . It grows on cheap substrates and remains productive during extended batch-fed growth conditions. Extensive knowledge of its genetics, biochemistry and gene regulation has facilitated the use of metabolic engineering strategies to optimise substrate utilisation and product yield. As a free-living environmental organism, B. subtilis differentiates into subpopulations with distinct biological functions (e.g. sporulation, biofilm formation, antimicrobials production, etc). However, during fermentation, cellular differentiation processes can pose a challenge for its optimal biotechnological utilization, particularly when emerging subpopulations do not contribute to product biosynthesis. Here, we present robust assays that facilitate the analysis of two previously difficult-to-study population properties of B. subtilis: (i) the energization levels of individual cells within post-exponential but actively growing cultures and (ii) the extent of cell lysis that can occur under such conditions. ResultsOur findings reveal an unappreciated level of heterogeneity in cell energization within post-exponential cultures, and a surprisingly high degree of cell lysis in seemingly healthy, actively growing populations. These data provide insights and add to our understanding of the biological complexities and single-cell heterogeneities present in superficially simple bacterial clonal cultures. They establish robust and well-validated analytical tools with which to study the associated processes and provide a foundation for further optimizing B. subtilis as an industrial production host. ConclusionsConsiderable research efforts have been aimed at increasing the productivity of B. subtilis for industrial, medical and agricultural products. However, its ability to undergo physiological and morphological differentiation processes at high cell densities ultimately limits its productivity. Our research reveals how the resulting heterogeneity impacts the population-level energy status of individual cells in the culture and the surprisingly high extent of population-level cell lysis. The ability to monitor these processes provides tools for evaluating the impact of genetic and metabolic engineering strategies to improve productivity.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 1
- FWCI
- 4.05
- Field percentile
- top 5%
- Organism
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Extensive cellular multitasking within Bacillus subtilis biofilms
S. M. Yannarell, E. S. Beaudoin, … E. A. Shank·bioRxiv·Sep 2, 2022
- Integrated biphasic growth rate, gene expression, and cell-size homeostasis behaviour of single B. subtilis cells
N. Nordholt, J. H. van Heerden, F. J. Bruggeman·bioRxiv·Jun 9, 2019
- Exploring the potential of Bacillus subtilis as cell factory for food ingredients and special chemicals
T. Chen, S. Brul, J. Hugenholtz·bioRxiv·May 8, 2023
- Different resource allocation in a Bacillus subtilis population displaying bimodal motility
L. W. Hamoen, B. Wang, … S. Syvertsson·bioRxiv·Jan 21, 2021
- Quantification and Isolation of Bacillus subtilis Spores using Cell Sorting and automated Gating.
M. Karava, F. Bracharz, J. Kabisch·bioRxiv·Jan 23, 2019
- An Exhaustive Multiple Knockout Approach to Understanding Cell Wall Hydrolase Function in Bacillus subtilis
S. Wilson, R. K. J. Tank, … E. C. Garner·bioRxiv·Feb 18, 2021