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Brissette, C. A.

Publications and source records attributed to Brissette, C. A..

7 recordsLinked to original sources

Spatial Transcriptomic Profiling Reveals Microenvironment-Dependent Immune Signatures in a Lyme Arthritis model

Lyme arthritis, a manifestation of Lyme disease, is triggered by the spirochetal bacterium Borrelia burgdorferi (Bb), which is transmitted through the bite of the Ixodes tick. Although multiple studies have been conducted on the complex host immune response in Lyme arthritis, the spatial gene expression environment in the joint tissue remains unexplored. Here, we applied spatial transcriptomics to ankle joints of C3H mice infected with Bb, profiling tissues at peak inflammation (two weeks post infection) and after antibiotics (four weeks post-infection) during inflammation resolution. Analysis revealed spatially restricted signatures: pro-inflammatory responses dominated synovial and fibroblast populations two weeks post-infection, with elevated levels of Vimentin and I-Ek gene - and Vimentin protein - expression localized to these regions. By four weeks post-infection during the inflammation resolution phase, levels of Vimentin and I-Ek related gene and protein expression were reduced. Further, we noted an increase in the CD54+ and CD106+ double-positive population in infected mice joints compared to the vehicle treated controls. Notably, fibroblasts and synoviocytes in the medial joint regions adopted immune-like phenotypes during peak inflammation, while the same cell types in the exterior humeroradial joint displayed a more infection-resilient phenotype. These spatially resolved maps demonstrate that joint microenvironments play a crucial role in pathogenesis, offering unique insights into Lyme arthritis pathology.

microbiology↗

Machine Learning-Driven Identification of Virulence Determinants in Borrelia burgdorferi Associated with Human Dissemination

Lyme disease, the most common tick-born infectious diseases in the United States, presents with highly variable clinical outcomes, ranging from localized erythema migrans to severe disseminated complications affecting the heart, joints, and nervous system. The bacterial determinants underlying this phenotypic variation remain largely unknown, limiting our ability to predict disease progression and optimize treatment strategies. Here, we applied machine learning (ML) approaches to identify specific amino acid residues within surface-exposed virulence factors that predict human dissemination phenotypes. Utilizing the whole genome sequences from 299 clinical Bb isolates, we extracted and characterized variants of seven known virulence factors (BB_0406, BBK32, DbpA, OspA, OspC, P66, and RevA). Protein variants were classified based on their association with disseminated versus localized infections using clinical metadata. Cramers V analysis revealed strong associations between dissemination phenotypes and five adhesins: BBK32, DbpA, OspC, P66, and RevA. We developed ML models using five algorithms with multiple feature selection strategies, achieving robust predictive performance for DbpA, OspC, and RevA variants (all performance metrics >0.7). Feature importance analysis identified key predictive amino acid residues for DbpA, OspC, and RevA. Notably, B-cell epitope prediction revealed significant enrichment of ML-identified residues within predicted epitope regions for OspC and RevA, suggesting these residues may influence immune recognition and bacterial persistence. This study establishes the first computational framework linking Borrelia burgdorferi protein sequence variants to clinical dissemination phenotypes, providing molecular insights into Lyme disease pathogenesis that may inform development of improved diagnostics and therapeutic targets.

microbiology↗

Quantitative analyses of interactions between SpoVG and RNA/DNA

1.The Borrelia burgdorferi SpoVG protein has previously been found to be a DNA- and RNA-binding protein. To aid in the elucidation of ligand motifs, affinities for numerous RNAs, ssDNAs, and dsDNAs were measured and compared. The loci used in the study were spoVG, glpFKD, erpAB, bb0242, flaB, and ospAB, with particular focus on the untranslated 5 portion of the mRNAs. Performing binding and competition assays yielded that the 5 end of spoVG mRNA had the highest affinity while the lowest observed affinity was to the 5 end of flaB mRNA. Mutagenesis studies of spoVG RNA and ssDNA sequences suggested that the formation of SpoVG-nucleic acid complexes are not entirely dependent on either sequence or structure. Additionally, exchanging uracil for thymine in ssDNAs did not affect protein-nucleic acid complex formation.

microbiology↗

Borrelia burgdorferi PlzA is a c-di-GMP dependent DNA and RNA binding protein

The PilZ domain-containing protein, PlzA, is the only known cyclic di-GMP binding protein encoded by all Lyme disease spirochetes. PlzA has been implicated in the regulation of many borrelial processes, but the effector mechanism of PlzA was not previously known. Here we report that PlzA can bind DNA and RNA and that nucleic acid binding requires c-di-GMP, with the affinity of PlzA for nucleic acids increasing as concentrations of c-di-GMP were increased. A mutant PlzA that is incapable of binding c-di-GMP did not bind to any tested nucleic acids. We also determined that PlzA interacts predominantly with the major groove of DNA and that sequence length plays a role in DNA binding affinity. PlzA is a dual-domain protein with a PilZ-like N-terminal domain linked to a canonical C-terminal PilZ domain. Dissection of the domains demonstrated that the separated N-terminal domain bound nucleic acids independently of c-di-GMP. The C-terminal domain, which includes the c-di-GMP binding motifs, did not bind nucleic acids under any tested conditions. Our data are supported by computational docking, which predicts that c-di-GMP binding at the C-terminal domain stabilizes the overall protein structure and facilitates PlzA-DNA interactions via residues in the N-terminal domain. Based on our data, we propose that levels of c-di-GMP during the various stages of the enzootic life cycle direct PlzA binding to regulatory targets.

microbiology↗

Erp and Rev adhesins of the Lyme disease spirochete's ubiquitous cp32 prophages assist the bacterium during vertebrate infection

Almost all spirochetes in the genus Borrelia (sensu lato) naturally contain multiple variants of closely related prophages. In the Lyme disease borreliae, these prophages are maintained as circular episomes that are called cp32s (circular plasmid 32kb). The cp32s of Lyme agents are particularly unique in that they encode two distinct families of lipoproteins, Erp and Rev, that are expressed on the bacterias outer surface during infection of vertebrate hosts. All identified functions of those outer surface proteins involve interactions between the spirochetes and host molecules: Erp proteins bind plasmin(ogen), laminin, glycosaminoglycans, and/or components of complement, and Rev proteins bind fibronectin. Thus, cp32 prophages provide their bacterial hosts with surface proteins that can enhance infection processes, thereby facilitating their own survival. Horizontal transfer via bacteriophage particles increases spread of beneficial alleles and creates diversity among Erp and Rev proteins.

microbiology↗

A Murine Model of Lyme Disease Demonstrates That Borrelia burgdorferi Colonizes the Dura Mater and Induces Inflammation in the Central Nervous System

Lyme disease, which is caused by infection with Borrelia burgdorferi and related species, can lead to inflammatory pathologies affecting the joints, heart, and nervous systems including the central nervous system (CNS). Inbred laboratory mice are effective models for characterizing B. burgdorferi infection kinetics and host immune responses in joints and heart tissues; however, similar studies are lacking in the CNS of these animals. Here we characterize the kinetics of B. burgdorferi colonization and associated immune responses in the CNS of infected C3H mice during early and subacute infection. B. burgdorferi colonized the dura mater following needle or tick challenge, and induced expression of inflammatory cytokines and a robust IFN response as well as histopathological changes. A sterile IFN response in the absence of B. burgdorferi or inflammatory cytokines was unique to the brain parenchyma, and could provide insights into the mechanism of inflammatory CNS pathology associated with this important pathogen.

immunology↗

DNA Methylation by Restriction Modification Systems Affects the Global Transcriptome Profile in Borrelia burgdorferi

Prokaryote restriction modification (RM) systems serve to protect bacteria from potentially detrimental foreign DNA. Recent evidence suggests that DNA methylation by the methyltransferase (MTase) components of RM systems can also have effects on transcriptome profiles. The causative agent of Lyme disease, Borrelia burgdorferi, encodes two RM systems with N6-Methyladenosine (m6A) MTase activity. The specific recognition and/or methylation sequences have not been identified for either B. burgdorferi MTase, and it is not currently known whether these RM systems influence transcriptome profiles. In the current study, Single Molecule Real Time sequencing was utilized to map genome-wide m6A sites, and to identify consensus modified motifs in wild-type B. burgdorferi as well as isogenic MTase mutants. Four conserved m6A motifs were identified, and were fully attributable to the presence of specific MTases. Whole-genome transcriptome changes were observed in conjunction with the loss of MTase enzymes, indicating that DNA methylation by RM systems has effects on gene expression in B. burgdorferi. The results of this study provide a comprehensive view of the DNA methylation pattern in B. burgdorferi, and the accompanying gene expression profiles add to the emerging body of research on RM systems and gene regulation in bacteria.\n\nIMPORTANCELyme disease is the most prevalent vector-borne disease in North America, and is classified by the Centers for Disease Control and Prevention (CDC) as an emerging infectious disease with an expanding geographical area of occurrence. Previous studies have shown that the causative bacterium, Borrelia burgdorferi, methylates its genome using restriction modification systems that allow for the distinction of self from foreign DNA. Although much research has focused on the regulation of gene expression in B. burgdorferi, the effects of DNA methylation on gene regulation has not been evaluated. The current study characterizes the patterns of DNA methylation by restriction modification systems in B. burgdorferi, and evaluates the resulting effects on gene regulation in this important pathogen.

microbiology↗