Biology subjects

Reyes-Matte, O.

Publications and source records attributed to Reyes-Matte, O..

4 recordsLinked to original sources

bioRxiv2025

Deep-learning deconvolution and segmentation of fluorescent membranes for high-precision bacterial cell-size profiling

Evolutionary studies in bacteria have emphasized genetic and metabolic diversity, while cell-size variation has received less attention. Here we introduce MEDUSSA, a high-throughput method for precise bacterial cell-size profiling based on automatic segmentation of fluorescent membrane images, well suited to studying cell-size diversity. The approach uses deep-learning-based membrane deconvolution, segmentation models fine-tuned for fluorescent-membrane images, and error-corrected cell measurement to extract accurate sizes from individual bacterial cells regardless of shape, size, chaining, or clustering. Our method overcomes limitations of phase-contrast segmentation, yielding reliable single-cell dimensions. We applied MEDUSSA to six strains of Priestia megaterium and found over twofold differences in cell volume across strains, largely driven by differences in cell width. We identified a partially-functional PBP1 allele that underlies the reduced width of one strain. Together, these results demonstrate the power of comparative analyses in bacterial cell biology and expand the toolkit to investigate the evolution of bacterial cell size.

cell biology↗

bioRxiv2025

Single capsid mutations modulating phage adsorption, persistence, and plaque morphology shape evolutionary trajectories in {Phi}X174

The evolutionary success of lytic bacteriophages depends on key life-history traits, including adsorption, lysis time, burst size, and persistence in the environment. However, how these traits evolve to allow adaptation to different environments remains poorly understood. Here, we explored this question in {Phi}X174, combining experimental evolution and mathematical modelling. By investigating how serial transfer conditions shape evolutionary outcomes in liquid culture, we found that the time between transfers imposes divergent selection on adsorption and context-dependent directional selection on persistence. Longer transfer intervals, which allow multiple infection cycles until host depletion, favoured fast-adsorbing, highly persistent mutants that could rapidly initiate infections and remained viable in the absence of the host. In contrast, shorter transfer intervals selected for slower adsorption without substantially altering persistence. Mathematical modelling of phage population dynamics predicted that adsorption evolution during short transfers reflects a trade-off between two opposing selective forces within each transfer: an early phase in which susceptible hosts are abundant and adsorption is productive, favouring fast adsorption, and a later phase in which most hosts are already infected and adsorption primarily removes phage particles via attachment to already infected cells, favouring slower adsorption. A single-point mutation in the major capsid protein was sufficient to drive these changes in adsorption. In the case of fast-adsorbing mutants, this mutation was positively pleiotropic and also enhanced environmental persistence. Our findings show how simple changes in propagation conditions can steer phage phenotypes, providing insights relevant to evolutionary biology and phage therapy.

evolutionary biology↗

bioRxiv2024

Developmentally-regulated proteolysis by MdfA and ClpCP mediates metabolic differentiation during Bacillus subtilis sporulation

Bacillus subtilis sporulation entails a dramatic transformation of the two cells required to assemble a dormant spore, with the larger mother cell engulfing the smaller forespore to produce the cell-within-a-cell structure that is a hallmark of endospore formation. Sporulation also entails metabolic differentiation, whereby key metabolic enzymes are depleted from the forespore but maintained in the mother cell. This reduces the metabolic potential of the forespore, which becomes dependent on mother-cell metabolism and the SpoIIQ-SpoIIIA channel to obtain metabolic building blocks necessary for development. We demonstrate that metabolic differentiation depends on the ClpCP protease and a forespore-produced protein encoded by the yjbA gene, which we have renamed MdfA (metabolic differentiation factor A). MdfA is conserved in aerobic endospore-formers and required for spore resistance to hypochlorite. Using mass spectrometry and quantitative fluorescence microscopy, we show that MdfA mediates the depletion of dozens of metabolic enzymes and key transcription factors from the forespore. An accompanying study by Massoni, Evans and collaborators demonstrates that MdfA is a ClpC adaptor protein that directly interacts with and stimulates ClpCP activity. Together, these results document a developmentally-regulated proteolytic pathway that reshapes forespore metabolism, reinforces differentiation, and is required to produce spores resistant to the oxidant hypochlorite.

microbiology↗

bioRxiv2024

Catabolism of germinant amino acids is required to prevent premature spore germination in Bacillus subtilis

Spores of Bacillus subtilis germinate in response to specific germinant molecules that are recognized by receptors in the spore envelope. Germinants signal to the dormant spore that the environment can support vegetative growth, so many germinants, such as alanine and valine, are also essential metabolites. As such, they are also required to build the spore. Here we show that these germinants cause premature germination if they are still present at the latter stages of spore formation and beyond, but that B. subtilis metabolism is configured to prevent this: alanine and valine are catabolized and cleared from wild-type cultures even when alternative carbon and nitrogen sources are present. Alanine and valine accumulate in the spent media of mutants that are unable to catabolize these amino acids, and premature germination is pervasive. Premature germination does not occur if the germinant receptor that responds to alanine and valine is eliminated, or if wild-type strains that are able to catabolize and clear alanine and valine are also present in coculture. Our findings demonstrate that spore-forming bacteria must fine-tune the concentration of any metabolite that can also function as a germinant to a level that is high enough to allow for spore development to proceed, but not so high as to promote premature germination. These results indicate that germinant selection and metabolism are tightly linked, and suggest that germinant receptors evolve in tandem with the catabolic priorities of the spore-forming bacterium.

microbiology↗