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Smardz, M.

Publications and source records attributed to Smardz, M..

3 recordsLinked to original sources

Pervasive integrative and conjugative elements shape Porphyromonas gingivalis gene repertoires

BackgroundPorphyromonas gingivalis (Pg) is an oral pathobiont that contributes to periodontal disease and has been associated with systemic health conditions. Although Pg is recognized as exhibiting extensive strain-level genomic diversity and recombination, the extent to which mobile elements contribute to this variation, and their relevance to its fitness and virulence, remain incompletely understood. Our recent study of the Pg pangenome revealed diverse accessory defense-associated genes, raising the question of whether these are carried by unrecognized mobile genetic elements (MGEs). Integrative and conjugative elements (ICEs) are large autonomous mobile elements that often encode genes for proteins beneficial to their bacterial hosts, including defense systems that protect against phage infection. To date, only one ICE, CTnPg1, has been described in Pg. ResultsHere, we developed a bioinformatic approach integrating ICE prediction and curation, hallmark-gene detection, and genomic-context analysis, to investigate ICEs in Pg. We discovered that ICEs are pervasive in Pg genomes, with >90% of genomes harboring at least one ICE. We found that these elements comprise at least five distinct groups, two of which dominate and frequently co-occur in Pg genomes, inserting into distinct characteristic insertion sites. Using marker-gene analysis of enrichment-culture mini-metagenomes from subjects with periodontal disease we detected representatives of these dominant Pg ICE groups, as well as others, in recent clinical samples. We found that anti-defense and defense genes are common in Pg ICEs, and that these elements commonly encode biosynthetic gene clusters, including for menaquinone synthesis and predicted ribosomally synthesized and post-translationally modified peptides (RiPPs). In contrast to the extensive CRISPR-Cas defense targeting we observed for Pg phages, we detected no exact matches between ICE sequences and Pg CRISPR spacers. ConclusionThis work establishes that ICEs are pervasive contributors to Pgs pangenome and unique strain-level gene repertoires. Their distinct cargo profiles suggest that ICEs likely impact the virulence and ecology of Pg through the introduction and spread of advantageous traits, including expansion of Pgs biosynthetic capacity and resistance to phage infection. This work provides a curated framework for investigating ICE diversity in Pg and establishes a foundation for expanded experimental studies of their host ranges and roles in shaping Pgs interactions with phages, other microbes, and the human host.

microbiology↗

Ecological and Stochastic Determinants of the Growth and Persistence of the Oral Pathogen Porphyromonas gingivalis

Population density plays a critical role in microbial fitness, yet its influence on pathogen colonization and persistence remains incompletely understood. Porphyromonas gingivalis (Pg) exhibits Allee-type growth, requiring a quorum threshold to replicate, yet is frequently detected at low abundance in vivo. We integrate quantitative growth experiments with mathematical modeling to identify ecological and stochastic determinants of Pg persistence. A cubic Allee-effect model quantifies a quorum threshold below which populations collapse, while conditioned medium from Veillonella parvula (Vp) lowers this threshold, indicating early-colonizer facilitation. Stochastic extensions and Fokker-Planck analysis show that microenvironmental noise enables escapes across the Allee barrier, consistent with long-term subthreshold experiments yielding a stationary, powerlaw-like distribution and under-threshold survival. Pg-Vp co-cultures further demonstrate replicate rescue outcomes for subcritical inocula. Critically, Vp reliably saturates to capacity, constraining terminal phases within the experimental horizon to coexistence (Pg persists with Vp at capacity) or Pg extinction. A two-species replicator model maps these outcomes onto a ({beta}, {gamma}) plane, restricting accessible regions once Vp is established and suggesting interventions that reduce facilitation or variability to restore eubiosis and limit Pg-associated inflammation.

systems biology↗

The Impact of Serum on a Complex Synthetic Community Model of the Subgingival Microbiome

Despite rapid advances in characterizing the human microbiome, the ecological pressures shaping its transitions from healthy to diseased states remain poorly resolved. This is particularly true for periodontitis, a slow-progressing chronic inflammatory disease associated with well-defined shifts in the subgingival microbiome. Here, we report the development of a complex synthetic community model of the subgingival microbiome, designed for systematic interrogation of ecological factors that drive community restructuring. The model includes 22 prevalent and abundant subgingival species maintained in mucin-rich medium under microaerophilic, continuous culture conditions, in a chemostat. Using this system, we interrogated the impact of serum, as a surrogate for the inflammatory exudate, on community structure and function. Through integrated 16S rRNA gene sequencing, metatranscriptomics, and metabolomics, we found that serum was not required for a community with a periodontitis-like configuration to establish, but its presence intensified features of dysbiosis. Serum increased total biomass, promoted polymicrobial aggregate formation, promoted nitrogen and protein metabolism thereby modifying the environmental pH towards alkalinity, and introduced nitrosative stress. Serum also modified the community metatranscriptome in ways that paralleled microbiome activities in human periodontitis. Serum, however, decreased community diversity by disproportionally conferring a competitive advantage to the pathogen Porphyromonas gingivalis. This synthetic community model has revealed serum as a key nutritional pressure that modulates subgingival microbiome ecology and may perpetuate dysbiosis.

microbiology↗