Search bioRxiv⌕ Search

bioRxiv · 10.1101/2025.06.06.658356

Student-led experimental evolution reveals novel biofilm regulatory networks underlying adaptations to multiple niches

Abstract

We established a research-education partnership, EvolvingSTEM, that currently provides thousands of secondary school students the opportunity to conduct authentic research experiments centered on microbial evolution each year. Providing high school students access to research experiences not only improves learning and can have positive and long-lasting impacts on their attitudes towards science, but also gives them the opportunity to make impactful scientific contributions. Through EvolvingSTEM, students evolve populations of Pseudomonas fluorescens in a bead model that includes daily cycles of bacterial dispersal, attachment, and biofilm growth and observe heritable changes in colony morphology. Genome sequencing of 70 mutants that they picked identified parallel mutations in genes known to regulate biofilm growth (wsp, yfiBNR, morA, fuzY) and uncovered novel adaptations: loss-of-function mutations in phosphodiesterase PFLU0185 that did not alter colony morphology and mutations affecting periplasmic disulfide bond formation producing small colonies. PFLU0185 mutants rapidly and consistently reached high frequencies and phenotyping revealed roles in cyclic di-GMP regulation, biofilm formation, and motility, prompting us to name this gene bmo (biofilm and motility regulator). Competition experiments and microscopy demonstrated bmo mutants employ generalist strategies and coexist with their ancestor and specialist mutants through niche differentiation. Consequently, phenotypic diversity is maintained, with smooth (ancestral and bmo) colonies consistently outnumbering wrinkly and fuzzy variants. This study advances our understanding of biofilm genetic architecture while demonstrating that student-led research can uncover mechanisms of microbial adaptation relevant to Pseudomonas infection biology. IMPORTANCEBacterial biofilms dominate microbial life, yet their evolutionary genetics remain incompletely understood. Extensive replication of experiments that employ similar, but not identical, biofilm selection models can provide valuable insights into mechanisms of adaptation. We demonstrate that this can be achieved through university-education partnerships that engage secondary school students in authentic research. Student-led experiments revealed that loss-of-function mutations in a conserved phosphodiesterase, PFLU0185/bmo, dominate evolved populations without changing colony morphology. This finding, combined with diverse, less frequent mutants that alter colony morphology informs the process of biofilm niche differentiation. This work also demonstrates the power of distributed research networks for discovering new genetic pathways of adaptation. Students gained authentic research experience, potentially inspiring them to become scientists, while identifying mutants adapted to discrete conditions that maintain diversity within biofilms. This synergy between education and discovery offers a scalable model for addressing complex biological questions while developing scientific literacy in diverse classrooms.

Explore related subjects

Keep this discovery

Explore connections, maps & timelines

BibTeXRIS

Matela, A. M., Siatkowski, C. W., Yan, C., Thiagarajan, S., Cooper, V. S.. 2025-06-06. Student-led experimental evolution reveals novel biofilm regulatory networks underlying adaptations to multiple niches. https://doi.org/10.1101/2025.06.06.658356

Cite the original work for its findings. Save a collection to share your selection of sources.

KEEP EXPLORING

Related preprints

Matrix-controlled emergence of biofilm architecture shapes antimicrobial survival

Biofilms are structured microbial communities whose extracellular matrix is widely regarded as a basis of their protection against antimicrobial compounds. Yet how matrix production by individual bacteria gives rise to collective architecture and antimicrobial protection remains poorly understood. Here, we systematically varied expression of the master biofilm regulator csgD in Salmonella enterica and found that increasing matrix production reorganizes biofilms from dense, isotropic packings into sparse, nematically aligned communities by altering cell-cell interactions. By combining experimentally measured biofilm architectures with reaction-diffusion modeling, we show that these structural changes produce distinct patterns of antimicrobial killing, ranging from preferential killing near the liquid-biofilm interface to more uniform killing throughout the community. Consequently, increasing matrix production unexpectedly reduces antimicrobial survival by shifting the biofilm into different transport regimes, while strain-specific physiological differences further modulate antimicrobial depletion. Rather than acting as a passive barrier, EPS therefore shapes antimicrobial susceptibility by reorganizing biofilm architecture and its transport properties. EPS thus provides a physical link between molecular regulation, collective architecture and antimicrobial survival, providing a quantitative framework for understanding how cellular matrix production generates emergent biofilm function.

microbiology↗

Mapping virulence-associated protein interaction networks reveals regulators of thermotolerance in Cryptococcus neoformans

Protein-protein interactions (PPIs) influence critical biological processes in pathogenic microorganisms, such as the human fungal pathogen, Cryptococcus neoformans. Fungal thermotolerance and stress response pathways are key virulence determinants that directly impact pathogen adaptation and survival and the infection process. To establish a comprehensive baseline of PPIs in C. neoformans and explore these interactions to infer functional roles for uncharacterized proteins, we applied size exclusion chromatography coupled with mass spectrometry to the secreted and cellular proteomes of the fungi. As a result, 216 and 1699 unique proteins were identified across 24 secretome and proteome fractions, respectively. The predicted secretome networks included expected proteins associated with vesicles and virulence, indicating a role in extracellular defense. Whereas the cryptococcal proteome highlighted interactions among proteins with defined roles in fungal virulence for protein stability and thermotolerance, including two previously uncharacterized proteins, CNAG_00287 and CNAG_05199, putatively involved in complex formation with heat-shock proteins (HSP). Based on sequence and structure homology, we propose that CNAG_00287 is a tetratricopeptide repeat-containing co-chaperone that modulates Hsp 70 activity and CNAG_05199 functions as a Hsp70. We validated the thermotolerance role of CNAG_00287 in heat-related stress, as its absence significantly impaired fungal growth in nutrient-limited media at 37 {degrees}C. Together, this work resolves virulence-associated PPIs within C. neoformans and reveals new molecular regulators of thermotolerance that underpin fungal pathogenicity.

microbiology↗

Environmental filtering and host identity collectively shape root-associated microbiomes of Ericaceae and ectomycorrhizal plants in fumarole fields

Background Symbiosis with microbes is a key strategy that has enabled plants to colonize extreme environments. Since the benefits conferred by root-associated microbes depend on both environmental conditions and host-microbe combinations, plant adaptation to harsh environments is closely linked to the assembly of root microbial communities. Understanding how environmental and host filtering jointly shape these communities is therefore fundamental to elucidating the mechanisms underlying plant adaptation to extreme environments. Results In this study, we investigated the differentiation of root-associated prokaryotic and fungal communities and individual operational taxonomic units (OTUs) across two contrasting habitats surrounding fumaroles, solfatara-field and forest-edge habitats, and six dominant Ericaceae and ectomycorrhizal plant taxa. Prokaryotic and fungal OTUs rarely exhibited strong preferences for both habitat and host identity. Instead, many of prokaryotic and fungal OTUs specialized to one of these niches, collectively generating root microbial communities differentiated by both factors. Nonetheless, striking specializations in habitat and host niches were observed in the fungal family Hyaloscyphaceae (Helotiales). To gain insight into the evolutionary basis of microbial specialization, we examined phylogenetic signals in preference phenotypes. The resulting weak phylogenetic signals in these preference phenotypes further suggest that this fungal clade has undergone substantial ecological divergence. Conclusion Overall, our findings indicate that root-associated microbial communities in extreme environments are assembled through the accumulation of microbial taxa specialized to either habitat or host, and that strong ecological specialization in fungi can arise with little phylogenetic constraint.

microbiology↗