Biology subjects

Kovacs, A. T.

Publications and source records attributed to Kovacs, A. T..

At least 19 recordsLinked to original sources

bioRxiv2026

Ecologically inspired assembly of a Bacillales synthetic community for lignin degradation

Lignin remains a major bottleneck in biomass valorization due to its heterogeneous and recalcitrant structure. Traditionally, lignin degradation has been developed using a single-microorganism or single-enzyme approach, with efforts focused on identifying ligninolytic activities of individual bacteria or fungi. Here, we establish a framework for designing lignin-degrading synthetic microbial communities (SynComs) by integrating top-down ecological filtering with bottom-up trait-based selection. This approach enables the selection of bacteria with ligninolytic capacity while retaining community members that form strong biofilms and contribute indirectly to overall community function. Proteomic profiling uncovered lignin-driven functional reprogramming of the SynCom, highlighting strain-specific enzymatic specializations that collectively enable lignin depolymerization. Our work highlights the potential of SynComs for lignin degradation and shows how rationally designed, functionally partitioned communities can enhance lignin conversion.

microbiology↗

bioRxiv2026

Context-dependent siderophore exploitability shapes microbial community structure

1)Siderophores are classically viewed as shared iron-scavenging public goods, yet their ecological roles in multispecies communities remain poorly defined. Here, we establish a synthetic microbial community to dissect how different siderophores, their uptake compatibility and spatial structure shape iron competition. Using Corynebacterium glutamicum as a model, we show that this siderophore non-producer accesses diverse xenosiderophores, including enterobactin secreted by Escherichia coli. However, exploitation was constrained and co-cultures converged to stable compositions. Dose-response experiments combined with mathematical modelling indicated that the producer retains more effective access to enterobactin than the exploiter. Presence of Pseudomonas putida altered this interaction, as it exploited enterobactin while producing pyoverdine, a siderophore inaccessible to the other community members that restricted their iron access. Across different cultivation scales, community dynamics was strongly influenced by spatial organization and initial composition. These findings identify siderophores as context-dependent iron-allocation agents that can promote microbial coexistence or exclusion.

microbiology↗

bioRxiv2026

Metabolic exchange and siderophore sharing underlie emergent biofilm synergism

Biofilm communities exhibit emergent properties that exceed the sum of contributions from individual members of the community. Here, we describe a multilayered metabolic interaction that drives enhanced biofilm formation among three bacterial species from the plant rhizosphere. Comparative metatranscriptomic and metabolomic analyses reveal that Bacillus velezensis-secreted 5-aminovaleric acid promotes the growth of the other community members, Burkholderia contaminans and Acinetobacter baumannii. In return, B. contaminans supplies branched-chain amino acids for B. velezensis. Branched-chain amino acids and cell-cell signaling acyl-homoserine lactones from B. contaminans induce biosynthesis of the siderophore bacillibactin in B. velezensis, that is further enhanced by A. baumannii. In exchange, the B. velezensis-secreted siderophore promotes the growth of B. contaminans in iron-limited conditions, which benefits the multispecies biofilm community in vitro and promotes plant growth performance in iron-depleted soil. Our study reveals the molecular mechanisms underlying an emergent rhizosphere biofilm community function and demonstrates its importance in plant-microbe interactions.

microbiology↗

bioRxiv2025

Successive cultivation under drought selects for specific microbiome members in the wheat rhizosphere

Growing knowledge on plant microbiomes demonstrates the contribution of the host plant during microbiome assembly, especially under stress conditions commonly threatening crops. To dissect the influence of a plant on its microbiome, repeated cycling of microbiomes can be utilized to enhance functional properties in the enriched microbial communities. We used such a successive cultivation approach for wheat (Triticum aestivum) microbiome under drought conditions and selected lineages for drought resilience and susceptibility, with and without enriching the starting community with a wheat isolate library. Significant differences in the rhizosphere microbiome between selection regimes were confirmed through 16S rRNA gene amplicon sequencing. Notably, replicate lineages of each selection regime showed convergence to similar microbiomes. Specific genera were abundant depending on the selection regimes; Stenotrophomonas under drought resilience, while Rahnella under drought conditions when the strain library was added initially. Applying Stenotrophomonas or Rahnella as single inoculum did not improve drought resilience in wheat. We hypothesize that complex microbiome dynamics take place during successive cultivation, which underscores the importance of considering complex plant-microbiome systems for studying plant stress resilience. Successive cultivation remains a valuable approach for observing rhizosphere microbiome changes under different conditions.

microbiology↗

bioRxiv2025

Metabolite Interactions Mediate Beneficial Alliances Between Bacillus and Trichoderma for Effective Fusarium Wilt Control

Bacteria-Fungi Interactions play a crucial role in soil nutrient cycling and plant disease suppression. Bacillus and Trichoderma exhibit antagonism when inoculated on laboratory media, global soil sample analysis reveals a positive correlation between these two genera in addition to enhanced plant-pathogen Fusarium oxysporum (FOC) suppression and plant growth promotion. Here, we depict a complexity of interactions in a cross-kingdom consortia of Bacillus velezensis and Trichoderma guizhouense. Transcriptomic profiling revealed that in the presence of fungi, the key stress sigma factor of B. velezensis activates expression of biosynthetic genes for antimicrobial secondary metabolite production. Among these, surfactin induces T22azaphilone production in T. guizhouense that hinders oxidative stress. Both surfactin and T22azaphilone contribute to Bacillus and Trichoderma maintenance in soil in the presence of FOC. Finally, FOC-secreted fusaric acid temporarily inhibits B. velezensis growth while it is efficiently degraded by T. guizhouense. These metabolite-mediated interactions reveal how competing soil microorganisms could form effective alliances that ultimately enhance plant protection against soil-borne pathogens.

microbiology↗

bioRxiv2025

Siderophores can alter the population dynamics of fungal-bacterial communities by inhibiting specialized metabolism

Siderophores are microbial metabolites with a strong affinity for Fe(III) ions, in addition to other roles beyond iron acquisition. In this study, we propose that bacillibactin, a siderophore produced by the bacterium Bacillus subtilis, provides an advantage to its producer by inhibiting the specialized metabolism of antagonistic Penicillium fungi. Metabolome and transcriptome analyses indicate that iron deficiency caused by bacillibactin plays a critical role in downregulating the specialized metabolism of competing Penicillium species. Since many specialized metabolites of Penicillium spp. have antibacterial properties, we hypothesize that bacillibactin cross-protects other bacteria during fungal-bacterial community interactions. A tripartite coculture model demonstrated that bacillibactin production influences community dynamics by reducing the growth of specialized metabolite-producing Penicillium species, thereby facilitating the colonization of B. subtilis and other co-inhabiting bacterial species.

microbiology↗

bioRxiv2025

Synergistic biodegradation of polyethylene by experimentally evolved bacterial biofilms

Polyethylene, one of the most widely used synthetic polymers, presents significant environmental challenges due to its resistance to biodegradation. Its surface offers a unique ecological niche for microbial colonization and serves as a primary habitat for degrading microorganisms. Despite the pivotal role microbial communities play in plastic degradation, there has been limited research on constructing stable, interacting microbial consortia. In this study, we explored the potential of evolving bacterial biofilm communities to enhance polyethylene degradation. Through long-term experimental evolution, six microbial populations underwent 40 selection cycles using polyethylene as their sole carbon source. The resulting evolved communities formed robust, multi-species biofilms with enhanced degradation capabilities, outperforming their ancestral populations in biofilm production. Pseudomonas stutzeri emerged as the dominant species, orchestrating a synergistic interaction with two other isolates through metabolic division of labor. (Meta)-transcriptomics analysis revealed that Pseudomonas primarily contributed to the expression of enzymes involved in microbe-mediated degradation of polyethylene, whereas the other community members were responsible for secreting extracellular polysaccharides, improving biofilm formation. This study highlights the potential of experimentally evolved microbial consortia to synergistically accelerate plastic biodegradation, offering promising strategies for environmental bioremediation.

microbiology↗

bioRxiv2025

Unlocking the biosynthetic potential of Paenibacilli through a genus-wide exploration of gene clusters for secondary metabolite production

The genus Paenibacillus is a prolific producer of secondary metabolites with diverse ecological and industrial applications. However, a comprehensive overview of the biosynthetic gene cluster (BGC) diversity and distribution throughout the genus has been limited. Here, we performed large-scale genome mining on 284 high-quality genomes and generated a non-redundant dataset of 126 representative genomes to explore the biosynthetic potential of this genus. A total of 3,273 BGCs were identified from the 284 genomes that clustered into 1,013 gene cluster families (GCFs), with 98.7% classified as unknown, indicating vast potential for novel secondary metabolite discovery in the Paenibacillus genus. Comparative analysis revealed significant phylogenetic and clade-specific distribution patterns of GCFs, with certain clades enriched in unique biosynthetic pathways while others exhibited low similarity to known BGCs, suggesting evolutionary adaptation to diverse ecological niches. This study uncovers the rich and largely untapped biosynthetic potential of the genus Paenibacillus, providing a foundation for future exploration of its natural products and their applications in biotechnology and medicine. IMPORTANCEBacterial secondary metabolites have been instrumental in the development of antibiotics, antifungals, and other bioactive compounds. The genus Paenibacillus is an underexplored source of such metabolites, with significant potential for novel discoveries. By integrating genome mining and phylogenetic analysis, this study systematically characterizes the diversity, distribution, and novelty of biosynthetic gene cluster across the genus. The identification of clade-specific biosynthetic patterns and numerous unknown gene cluster families highlights Paenibacillus as a promising target for uncovering novel compounds with ecological and therapeutic relevance. These findings not only expand our understanding of bacterial secondary metabolite biosynthesis but also offer new opportunities for the development of sustainable biotechnological applications.

microbiology↗

bioRxiv2025

The biofilm matrix protects Bacillus subtilis against hydrogen peroxide

Biofilms formed by Bacillus subtilis confer protection against environmental stressors through extracellular polysaccharides (EPS) and sporulation. This study investigates the roles of these biofilm components in resistance to hydrogen peroxide, a common reactive oxygen species source and disinfectant. Using wild-type and mutant strains deficient in EPS or sporulation, biofilm colonies were cultivated at various maturation stages and exposed to hydrogen peroxide. EPS-deficient biofilms exhibited reduced resilience, particularly in early stages, highlighting the structural and protective importance of the matrix. Mature biofilms demonstrated additional protective mechanisms, potentially involving TasA protein fibers. In contrast, sporulation showed limited contribution to hydrogen peroxide resistance, as survival was primarily matrix-dependent. These findings underscore the necessity of targeting EPS and other matrix components in anti-biofilm strategies, suggesting that hydrogen peroxide-based disinfection could be enhanced by combining it with complementary sporicidal treatments. This study advances our understanding of biofilm resilience, contributing to the development of more effective sterilization protocols.

microbiology↗

bioRxiv2024

Plipastatin is a shared good by Bacillus subtilis during combating Fusarium spp.

Bacillus subtilis a Gram-positive soil dwelling bacterium known for its wide range of bioactive secondary metabolites. The lipopeptide plipastatin produced by most B. subtilis isolates have been shown to exhibit potent anti-fungal activity against plant pathogenic fungi. While the effect of these anti-fungal compounds are well studied in the context of biocontrol, much less is known of their role in the environment, which also harbor non-producing strains of these compounds. Fusarium species produce multiple antibacterial compounds resulting in dysbiosis of the plant-associated microbiome and inhibiting plant beneficial bacteria like B. subtilis. While plipastatin is expected to be important for survival of B. subtilis, not all isolates carry the biosynthetic gene cluster for plipastatin suggesting that the protective effect of plipastatin might be shared. In this study, we investigated the protective effect of plipastatin against Fusarium oxysporum in a co-culture using a producer and a non-producer isolate of plipastatin. We tested the survival of single and co-cultured strains under Fusarium challenge in liquid media and solid agar plates to dissect the influence of spatial structure. Our results highlights that plipastatin protects the non-producer strain in a density dependent manner.

microbiology↗

bioRxiv2024

Characterization of widely conserved novel pigment production in Bacillus subtilis species

Bacillus subtilis is widely studied in the microbial secondary metabolite (SM) field due to its rich variety of important natural products and genetic tractability. However, identification of novel SMs and their biosynthetic gene cluster (BGCs) has become increasingly difficult, especially in Bacilli, as the tools for screening and genome mining are dependent on clear function or similarity to already known BGCs. Pigments are SMs identified by their absorption of visible light, resulting in a certain color perceived by our eyes at sufficient concentrations. Thereby, pigments provide the evidence of a BGC without knowing the sequence or function. Expanding the known repertoire of SM BGCs with novel BGCs will further reinforce identification of a broader set of BGCs by mining tools such as antiSMASH. Here, we study a pigment observed in B. subtilis soil isolate MB9_B4 on certain media. We characterize the conditions where this pigment is produced and identify the corresponding BGC using a comparative genomic approach exploiting our strain collection containing other isolates with pigment production ability. The responsible BGC carried several genes, which were annotated as parts of the tryptophan biosynthesis pathway, possibly originating from a duplication and divergence of an originally primary metabolism. Identification of the pigment gene cluster additionally lead to the discovery of additional pigment BGC carrier B. subtilis isolates, some of which were described at the earliest in 1896 under the name Bacillus aterrimus, with a name referring to a dark pigmentation (the Latin "aterrimus" meaning very black). In addition, we employed solid-state nuclear magnetic resonance and Fourier transform infrared spectroscopies to characterize the chemical groups of the pigment. This study describes the chemical and biological features of a new class of SM BGC, which we hope will serve to improve the current BGC discovery pipelines in Bacilli.

microbiology↗

bioRxiv2024

Surfactin accelerates Bacillus subtilis pellicle biofilm development

Surfactin is a biosurfactant produced by many B. subtilis strains with a wide variety of functions from lowering surface tension to allowing motility of bacterial swarms, acting as a signaling molecule, and even exhibiting antimicrobial activities. However, the impact of surfactin during biofilm formation has been debated with variable findings between studies depending on the experimental conditions. B. subtilis is known to form biofilms at the solid-air, the solid-medium, and the liquid-air interfaces, the latter of which is known as a pellicle biofilm. Pellicle formation is a complex process requiring coordinated movement to the liquid-air interface and subsequent cooperative production of biofilm matrix components to allow robust pellicle biofilm formation. This makes pellicle formation a promising model system for assaying factors in biofilm formation and regulation. Here, we assayed the influence of surfactin and additional metabolites on the timing of pellicle biofilm formation. Using of time-lapse imaging, we assayed pellicle formation timing in 12 B. subtilis isolates and found that one, MB9_B4, was significantly delayed in pellicle formation by approximately 10 hours. MB9_B4 was previously noted to lack robust surfactin production. Indeed, deletion of surfactin synthesis in the other isolates delayed pellicle formation. Further, pellicle delay was rescued by addition of exogeneous surfactin and spent media from mature pellicles. Testing reporters of biofilm-related gene expression revealed that induction of pellicle formation was caused by a combination of increased gene expression of one of the biofilm components and promotion of growth. Intriguingly, spent media of surfactin mutant strains were also able to stimulate pellicle formation, indicating possible additional metabolites also influence the timing of pellicle development.

microbiology↗

bioRxiv2024

Coupling of secondary metabolite production in Bacillus subtilis

Although not essential for their growth, the production of secondary metabolites increases the fitness of the producing microorganisms in their natural habitat by enhancing establishment, competition and nutrient acquisition. The Gram-positive soil-dwelling bacterium, Bacillus subtilis produces a variety of secondary metabolites. Here, we investigated the regulatory relationship between the non-ribosomal peptide surfactin and the sactipeptide bacteriocin subtilosin A. We discovered that B. subtilis mutants lacking surfactin production exhibited higher production of subtilosin A compared to their parental wild-type strain. Additionally, spatial visualization of B. subtilis production of metabolites demonstrated that surfactin secreted by a wild-type colony could suppress subtilosin A production in an adjacent mutant colony lacking surfactin production. Reporter assays were performed using mutants in specific transcriptional regulators that confirmed the role of ResD as an activator of the subtilosin A encoding BGC, while removal or Rok and AbrB repressors increased expression of the BGC that was further enhanced by additional deletion of surfactin, suggesting that a so far unidentified regulator might mediate the influence of surfactin on production of subtilosin A. Our study reveals a regulatory influence of one secondary metabolite on another, highlighting that the function of secondary metabolites could be more complex than its influence on other organisms and interactions among secondary metabolites could also contribute to their ecological significance. ImportanceSecondary metabolites play an important role in the life of microorganisms facilitating their fitness in the environment, including competing against other microorganisms, interacting with their host or environment, and allowing expansion in their environment. However, secondary metabolites also function as cue molecules influencing gene expression between and within species. Here, we describe that the non-ribosomally synthesized peptide surfactin repress the production of ribosomally synthesized and post translationally modified peptide, subtilosin A in Bacillus subtilis, revealing an ecological interaction between two secondary metabolites that could potentially influence the biocontrol efficiency of B. subtilis strain that depends on the production of these secondary metabolites against plant pathogen microorganisms.

microbiology↗

bioRxiv2024

Surfactin facilitates the establishment of Bacillus subtilis in synthetic communities

Soil bacteria are prolific producers of a myriad of biologically active secondary metabolites. These natural products play key roles in modern society, finding use as anti-cancer agents, as food additives, and as alternatives to chemical pesticides. As for their original role in interbacterial communication, secondary metabolites have been extensively studied under in vitro conditions, revealing a multitude of roles including antagonism, effects on motility, niche colonization, signaling, and cellular differentiation. Despite the growing body of knowledge on their mode of action, biosynthesis, and regulation, we still do not fully understand the role of secondary metabolites on the ecology of the producers and resident communities in situ. Here, we specifically examine the influence of Bacillus subtilis-produced cyclic lipopeptides (LPs) during the assembly of a bacterial synthetic community (SynCom), and simultaneously, explore the impact of LPs on B. subtilis establishment success in a SynCom propagated in an artificial soil microcosm. We found that surfactin production facilitates B. subtilis establishment success within multiple SynComs. Surprisingly, while neither a wild type nor a LP non-producer mutant had major impact on the SynCom composition over time, the B. subtilis and the SynCom metabolomes are both altered during co-cultivation. Overall, our work demonstrates the importance of surfactin production in microbial communities, suggesting a broad spectrum of action of this natural product.

microbiology↗

bioRxiv2024

Interspecies interaction reshapes the fitness landscape of evolved genotypes

Microbial interaction and their evolution is vital for shaping the structure and function of microbial communities. However, the mechanisms governing the directionality and stability of the evolution of interactions within microbial communities remain poorly understood. Here, we used a syntrophic two-species biofilm consortium composed of Bacillus velezensis SQR9 and Pseudomonas stutzeri XL272 that promotes plant growth through their metabolic interactions and investigated how the interactions within the consortium change over evolutionary timescale to characterize the phenotypic and genetic diversification. The focal species B. velezensis SQR9 rapidly diversified into diverse colony morphotypes, both in the presence and absence of its interactor, P. stutzeri XL272, with variable frequencies. These morphotypes displayed phenotypic differentiation among biofilm formation, planktonic growth, and spore formation. The evolved P. stutzeri altered the fitness landscape of B. velezensis morphotypes, allowing the weaker rough morphotype to outcompete the biofilm-enhanced slimy morphotype. Whole genome re-sequencing correlated these phenotypic changes with mutations in specific genes encoding regulators of B. velezensis, including ywcC, comA, comP, degS, degQ and spo0F. The coevolutionary partner, P. stutzeri increased its exopolysaccharide production that could be explained by a frame shift mutation in cpsA gene encoding capsular polysaccharide (CPS) biosynthesis protein. Compared with the mono-evolution, co-evolved B. velezensis populations showed greater mutation accumulation in intergenic regions, which led to greater genetic parallelism. Furthermore, the dissimilarity between mono-evolved and co-evolved populations increased over time. Our study reveals intricate genetic diversification and fitness differentiation within a biofilm consortium, shaped by both abiotic conditions and biotic interactions.

microbiology↗

bioRxiv2024

Ecology of prophage-like elements in Bacillus subtilis at global and local geographical scale

Prophages account for a substantial part of most bacterial genomes, but the impacts on hosts remain poorly understood. Here, we combined computational and laboratory experiments to explore the abundance, distribution, and activity of prophage elements in Bacillus subtilis. NCBI database genome sequences and isolates from 1 cm3 riverbank soil samples were analyzed to provide insights at global and local geographical scales, respectively. Most prophages in wild B. subtilis isolates were related to mobile genetic elements previously identified in laboratory strains. Some large groups of prophages were closely related to completely uncharacterized yet functional Bacillus phages, or completely unknown. As certain prophage groups were unique to local isolates, we explored factors influencing prophages within a single genome. Phylogenetic relatedness was a slightly better predictor of host prophage repertoire than geographical origin. We show that cryptic phages can play a major role in acquisition and/or maintenance of other prophage elements both via strong antagonism or by co-dependence. Laboratory experiments showed that most predicted prophages may be cryptic, since they failed to induce under DNA-damaging stress conditions. Interestingly, the magnitude of stress responses remained proportional to the total number of prophage elements predicted, suggesting their importance in host physiology. This study highlights the diversity, integration patterns, and co-occurrence of prophages in B. subtilis and their potential impact on host evolution and physiology. Understanding these dynamics provides insight into bacterial genome evolution and prophage-host interactions, laying the groundwork for future experimental studies on the roles of phages in the ecology and evolution of this bacterial species.

microbiology↗

bioRxiv2024

Bridging the Gap: biofilm-mediated establishment of Bacillus velezensis on Trichoderma guizhouense mycelia

Bacterial-fungal interactions (BFIs) are important in ecosystem dynamics, especially within the soil rhizosphere. The bacterium Bacillus velezensis SQR9 and the fungus Trichoderma guizhouense NJAU 4742 have garnered considerable attention due to their roles in promoting plant growth and protecting their host against pathogens. In this study, we utilized these two model microorganisms to investigate BFI. We firstly demonstrate that while co-inoculation of B. velezensis and T. guizhouense could promote tomato growth, these two microorganisms display mutual antagonism on agar solidified medium. To resolve this contradiction, we developed an inoculation method, that allows B. velezensis colonization of T. guizhouense hyphae and performed a transcriptome analysis. During colonization of the fungal hyphae, B. velezensis SQR9 upregulates expression of biofilm related genes (e.g. eps, tasA, and bslA) that is distinct from free-living cells. This result suggested an intricate association between extracellular matrix expression and hyphae colonization. In accordance, deletion epsD, tasA, or both epsD and tasA genes of B. velezensis diminished colonization of the T. guizhouense hyphae. The insights from our study demonstrate that soil BFIs are more complex than we understood, potentially involving both competition and cooperation. These intricate biofilm-mediated BFI dynamics might contribute to the remarkable diversity observed within soil microbiota, providing a fresh perspective for further exploration of BFIs in the plant rhizosphere.

microbiology↗

bioRxiv2024

A pervasive large conjugative plasmid mediates multispecies biofilm formation in the intestinal microbiota increasing resilience to perturbations

Although horizontal gene transfer is pervasive in the intestinal microbiota, we understand only superficially the roles of most exchanged genes and how the mobile repertoire affects community dynamics. Similarly, little is known about the mechanisms underlying the ability of a community to recover after a perturbation. Here, we identified and functionally characterized a large conjugative plasmid that is one of the most frequently transferred elements among Bacteroidales species and is ubiquitous in diverse human populations. This plasmid encodes both an extracellular polysaccharide and fimbriae, which promote the formation of multispecies biofilms in the mammalian gut. We use a hybridization-based approach to visualize biofilms in clarified whole colon tissue with unprecedented 3D spatial resolution. These biofilms increase bacterial survival to common stressors encountered in the gut, increasing strain resiliency, and providing a rationale for the plasmids recent spread and high worldwide prevalence.

microbiology↗