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Martins, S. J.

Publications and source records attributed to Martins, S. J..

9 recordsLinked to original sources

Microbial succession in casing layer shapes bacterial blotch disease associated communities in cultivated white button mushroom: From casing layer to disease

Background: Bacterial blotch is a major disease of cultivated white button mushroom (Agaricus bisporus) traditionally attributed to individual Pseudomonas pathogens. However, the recurrent detection of diverse bacterial taxa in blotch-affected mushrooms suggests that disease may involve broader changes in microbial community organization. We characterized bacterial communities associated with symptomatic and asymptomatic mushrooms and examined bacterial succession in the casing layer across early, pinning, and harvest stages at two commercial mushroom farms in the United States using complementary 16S rRNA gene amplicon sequencing and shotgun metagenomics. Results: Mushroom-associated communities were dominated by Pseudomonas regardless of disease status, indicating that bacterial blotch was not simply associated with increased abundance of the dominant genus. Instead, symptomatic mushrooms exhibited significant community restructuring, enrichment of specific taxa, and markedly reduced microbial network complexity. Species-level metagenomics revealed extensive reorganization within Pseudomonas, with contrasting shifts among multiple blotch-associated lineages, accompanied by changes in non-Pseudomonas taxa, including Mycetocola and Ewingella. Despite these taxonomic shifts, dominant Pseudomonas populations retained broadly conserved functional profiles, with disease-associated enrichment of pathways related to central metabolism, O-antigen biosynthesis, and peptidoglycan maturation. Casing communities underwent pronounced directional succession, shifting from early dominance by Exiguobacterium and Leuconostoc toward enrichment of Flavobacterium, Pedobacter, and Pseudomonas at later stages. Multiple blotch-associated Pseudomonas lineages were detected throughout casing development, while Pseudomonas increased from approximately 2% in early casing to 51% at harvest at the farm with higher disease incidence. Succession occurred without significant changes in alpha diversity, indicating that community development primarily reflected taxon replacement and redistribution. Conclusions: Our findings support a microbiome-centered framework for bacterial blotch in which disease is associated with host and stage dependent microbial succession, species-level community restructuring, and altered microbial connectivity. This framework extends beyond the single-pathogen paradigm and highlights bacterial blotch as a community-level disease process shaped by dynamic interactions between the mushroom host and its surrounding microbiome.

microbiology↗

Seed Microbiome Transfer Mitigates Intergenerational Dysbiosis, Modulates Plant Defenses and Suppresses Foliar Disease

Antibiotic-induced disruption of plant-associated microbiomes has the potential to alter host health beyond the directly exposed generation, yet whether the effects of dysbiosis are transmitted through the seed microbiome remains unknown. Here, we investigated the intergenerational impacts of streptomycin-induced dysbiosis in tomato (Solanum lycopersicum), demonstrated that seed microbiome transfer (SMT) restores progeny microbiome function and disease resistance, and characterized the underlying physiological and genetic mechanisms. Parental streptomycin exposure altered the composition of progeny rhizosphere bacterial communities, reduced expression of defense-associated genes, and increased susceptibility to Xanthomonas perforans. Suppression of immune gene expression was strongly associated with increased disease severity, indicating that parental dysbiosis impaired progeny plants ability to mount effective immune responses. Transfer of the seed microbiome from healthy plant donors partially restored rhizosphere community composition, reduced disease severity and recovered defense gene expression of three genes. Together, our findings demonstrated that antibiotic exposure microbiome disturbance generates intergenerational legacy effects that influence plant immunity and disease susceptibility and seed microbiome transfer can counteract this dysbiosis across generations.

plant biology↗

Antibiotics and copper drive compartment-specific dysbiosis and functional reprogramming in tomato microbiomes

Plant-associated microbiomes help sustain plant immunity and productivity, yet the degree to which agricultural antimicrobials reshape these microbial networks and alter disease outcomes remains poorly characterized. Here, we quantified how chemical inputs such as copper and streptomycin trigger distinct, compartment-specific dysbiosis in tomato (Solanum lycopersicum), fundamentally decoupling microbiome-mediated immunity from pathogen defense. We demonstrated that chemical disturbance correlates with increased susceptibility to bacterial spot caused by Xanthomonas perforans. Notably, streptomycin-induced dysbiosis increased epidemic intensity, characterized by physiological and growth trade-offs, including reduced fruit number, mass, and seed weight, alongside a decline in photosynthetic gas exchange; while copper-induced dysbiosis had intermediate effects. Chemical perturbation restructured microbiomes in a niche-dependent manner based on amplicon profiling: seeds and the phyllosphere showed the greatest instability, including higher dispersion, taxon turnover, and network reorganization under streptomycin, whereas rhizosphere communities remained more deterministic but were structurally reshaped by copper. Rhizosphere metagenomics further revealed enrichment of antibiotic-resistance functions under streptomycin treatment and of metal-tolerance and oxidative-stress functions under copper treatment, along with shifts in genes linked to cell-envelope remodeling and redox metabolism. These findings identify microbiome dysbiosis as a mechanistic bridge between chemical stress and plant disease, and support crop protection strategies that preserve microbiome integrity.

plant biology↗

Patching the Leak or Rebuilding the Boat? Evaluating Targeted Probiotic Cyanobacteria and Microbiome Transplants to Counteract Rhizosphere Dysbiosis

Antibiotic use in agricultural systems can unintentionally disrupt beneficial rhizosphere microorganisms, yet the consequences of this dysbiosis for plant fitness remain insufficiently understood. Building on previous findings that application of streptomycin to the roots decreases cyanobacteria and increases tomato plant susceptibility to foliar Xanthomonas infection, this study aimed to determine whether this relationship reflects causation or correlation. We evaluated whether targeted inoculation with the filamentous nitrogen-fixing cyanobacterium Cylindrospermum sp. (CI) or a complex rhizosphere microbiome transplant (RMT) could mitigate antibiotic-induced dysbiosis. As expected, streptomycin treatment significantly increased bacterial spot disease severity and reduced microbial richness in the rhizosphere, marked by a pronounced decline in cyanobacterial and Cylindrospermum operational taxonomic units. Co-occurrence network analysis revealed that this dysbiotic state was defined by reduced community connectivity and increased negative associations, indicating a breakdown in cooperative microbial relationships. Notably, both CI and RMT reduced plant disease severity, though they caused distinct rhizosphere community reassembly outcomes. While RMT relied on microbial functional redundancy, the targeted CI approach achieved more robust colonization and effectively "patched" the functional gap left by dysbiosis. Microbiome restoration directly influenced host physiology, significantly reducing the overactivation of ethylene-mediated defense genes, such as ERF1, and partially reinstating auxin-responsive signaling pathways (IAA21) that were disrupted under dysbiosis. These findings suggest that targeted microbial inoculation could reverse dysbiosis and enhance plant resilience under pathogen pressure as effectively as complex microbial transplants. This work highlights a shift in microbiome management: from the complex rebuilding of communities to the strategic repair of specific functional gaps.

microbiology↗

Genomic Insights into a Multispecies Bacterial Pathogen Complex Driving Bacterial Blotch in White Button Mushrooms.

Bacterial blotch remains a major constraint to global white button mushroom (Agaricus bisporus) industry, yet its etiological complexity has been underestimated. Through a genome resolved, polyphasic approach applied to symptomatic mushrooms collected from United States, we uncovered an unexpectedly diverse complex of Pseudomonas species driving blotch disease. Beyond classical pathogens (P. tolaasii, P. gingeri, P. agarici, and P. "reactans", P. yamanorum, Pseudomonas sp. NC02), our analyses revealed a striking prevalence of P. azotoformans, a species not previously associated with mushroom pathology, alongside P. pergaminensis, P. monsensis, P. tensinigenes, P. simiae, Pseudomonas sp. Irchel 3A7, Pseudomonas sp. REP124 and two putatively novel lineages. Comparative genomics demonstrated pronounced heterogeneity in accessory genome content, with P. azotoformans exhibiting exceptional genomic plasticity indicative of broad ecological adaptability. Secondary metabolite profiling and white line assays further delineated species-specific chemotaxonomic signatures, underscoring the multifactorial nature of virulence. Collectively, this study provides the most comprehensive genomic and phenotypic characterization of blotch-associated Pseudomonas in Northern America, overturning the long-held paradigm of a single dominant pathogen. By establishing that bacterial blotch is multispecies disease complex, our findings redefine its epidemiology and lay the foundation for improved diagnostics strategies in mushroom production systems. The emergence and high prevalence of P. azotoformans underscore the limitations of diagnostic protocols focused exclusively on classical blotch pathogens and highlight the need for broader, genomics informed detection strategies. Collectively, this work offers actionable insights to strengthen production resilience and support the sustainability of white button mushroom cultivation as the worlds most economically important specialty food crop.

microbiology↗

Interactions Between Native Soil Microbiome and a Synthetic Microbial Community Reveals Bacteria with Persistent Traits

Synthetic microbial communities (SynComs) are curated microbial groups designed to enhance plant growth or disease resistance by augmenting soil microbiomes. Attaining SynCom stability in the presence of native soil communities remains a key challenge. This study investigated the survival, persistence, and chemical interactions of a SynCom with a native soil microbial community using a transwell system that spatially constrains bacteria while permitting chemical interactions. The SynCom, composed of six compatible Pseudomonas species identified through whole-genome sequencing, was analyzed for antagonistic interactions with native microbes over time and assessed using biomass and viability measurements. Over time, the SynCom exhibitedreduced growth in the presence of native soil microbes compared to the SynCom not exposed to the native microbes. Flow cytometry analysis showed an 81% reduction of live cells for the persistent strain in the presence of native microbes and a 78% and 99% increase in dead and unstained cells, respectively. Compared to a non-persistent strain, one persistent SynCom strain showed lower metabolic utilization across five key compound classes: polymers, carboxylic acids, amino acids, amines, and phenols when exposed to the native soil microbes. These findings underscore the importance of understanding complex SynCom-environment interactions to enhance SynCom stability and optimize in situ applications. ImportanceSynthetic Microbial Communities, or SynComs, are an emerging technology that can potentially augment plant health. Still, their application in situ depends on deciphering the complex interactions between SynCom microbes and native microbial communities. This study provides insight into several Pseudomonas strains displaying persistent characteristics, which makes these bacteria promising candidates for SynCom stability in implanted environments. Understanding the persistent traits of these bacteria is a vital advancement in SynCom technology, and an important next step toward implementing SynComs in agricultural systems.

microbiology↗

Underground Guardians: How Collagen and Chitin Amendments Shape Soil Microbiome Structure and Function for Meloidogyne enterolobii Control

The emergence of the Guava Root-Knot Nematode (Meloidogyne enterolobii) poses a significant threat to tomato yields globally. This study aimed to evaluate the impact of collagen and chitin soil amendments on soil microbial composition and function (fungal and bacterial communities), and their effects on tomato plant health and M. enterolobii infection under standard (5,000 eggs plant-1) and high (50,000 eggs plant-1) inoculum pressure. Conducted in a greenhouse setting, the study investigated the effectiveness of these amendments in nurturing beneficial microbial communities across both native and agricultural soils. Both collagen and chitin were effective in reducing nematode egg counts up to 66% and 84% under standard and high inoculum pressure, respectively and enhance plant health parameters (biomass and chlorophyll content). Moreover, a microbiome shift led to an increase in bacterial (Kitasatospora, Bacillus, and Streptomyces) and fungal (Phialemonium) genera, known for their chitinase, collagenase, and plant-parasitic nematode control. Among the microbes, Streptomyces spp. were found among the core microbiome and associated with a lower disease incidence assessed through a phenotype-OTU network analysis (PhONA). Under standard inoculum a higher metabolite expression was observed with the amino acid class being the majority among the metabolite groups. The findings highlight the potential of collagen and chitin to mitigate Meloidogyne enterolobii infection by fostering beneficial soil microbial communities.

plant biology↗

The Underground World of Plant Disease: How Does Rhizosphere Dysbiosis Affect Plant Health Above-ground?

Similar to the human gut microbiome, diverse microbes colonize the plant rhizosphere, and an imbalance of this microbial community, known as dysbiosis, may negatively impact plant health. This study aimed to investigate the influence of rhizosphere dysbiosis on above-ground plant health using tomato plants (Solanum lycopersicum L.) and the foliar bacterial spot pathogen Xanthomonas perforans as model organisms. Four-week-old tomato plants rhizospheres were treated with streptomycin (0.6 g x L-1), or water (negative control) and spray-inoculated with X. perforans (105 cells x mL-1) after 24 h. Half of the plants treated with streptomycin and X. perforans received soil microbiome transplants (SMT) from uninfected plant donors 48 h after streptomycin application. Streptomycin-treated plants showed a 26% increase in disease severity compared to plants that received no antibiotic, while plants that received the SMT had an intermediate level of disease severity. Antibiotic-treated plants showed a reduced abundance of rhizobacterial taxa like Cyanobacteria from the genus Cylindrospermum as well as down-regulation of genes related to plant primary and secondary metabolism and up-regulation of plant defense genes associated with induced systemic resistance (ISR). This study highlights the crucial role of beneficial rhizosphere microbes in disease resistance, even to foliar pathogens.

plant biology↗

Assessing the impact of successive soil cultivation on Meloidogyne enterolobii infection and on soil bacterial assemblages

Soil cultivation may change the soil microbiome and alter interactions between plants and parasites. The objective of this work was to evaluate temporal changes in plant health, microbiome abundance, bacterial diversity and the plant-parasitic nematode, Meloidogyne enterolobii incidence in two soil fields with different agricultural uses. Soil samples were collected from a commercial tomato production field (agricultural soil) and a single-cultivation strawberry field (native soil). Samples for the second experiment were collected from the same fields the following year. Tomato plants cv. Yearly Girl were grown in a greenhouse and inoculated with M. enterolobii. After 45 days, plants were evaluated for the plant growth parameters, nematode reproduction, and soil bacterial assemblages were assessed using cultivation-independent sequencing methods (V3/V4 region of the rRNA 16S). Overall the average of fruit fresh weight in the second experiment was 2.4-fold to 14-fold higher than the first experiment. Moreover, there was a 80.5% decrease in eggs present per root system from the first experiment to the second. The relative abundance of bacterial assemblages from Experiment 1 to Experiment 2 changed for most of the top phyla (eg. Actinobacteria, Bacteroidetes, and Chloroflexi) and genera (eg. Bacillus, Streptomyces, and Flavisolibacter) and there was no change in microbial diversity between the two experiments. This study suggests that soil management can lead to an overall decrease in nematode reproduction and better crop yield, as well as a shift in the overall bacterial assemblages. Graphical Abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=142 SRC="FIGDIR/small/525929v1_ufig1.gif" ALT="Figure 1"> View larger version (58K): org.highwire.dtl.DTLVardef@2b76b2org.highwire.dtl.DTLVardef@17db6c5org.highwire.dtl.DTLVardef@6a6d69org.highwire.dtl.DTLVardef@1352fb0_HPS_FORMAT_FIGEXP M_FIG C_FIG

plant biology↗