Biology subjects

Brotman, R. M.

Publications and source records attributed to Brotman, R. M..

5 recordsLinked to original sources

bioRxiv2025

VIRGO2: Unveiling the Functional and Ecological Complexity of the Vaginal Microbiome with an Enhanced Non-Redundant Gene Catalog

Despite the importance of the cervicovaginal microbiome, the mechanisms that govern its composition and drive its impact on host physiology remain poorly understood. This study expands our understanding of the function and ecology of the vaginal microbiome using VIRGO2, an enhanced non-redundant gene catalog comprising over 1.7 million well-annotated genes from body-site specific microbes and viruses. Analyses using VIRGO2 revealed novel insights, including the identification of previously uncharacterized vaginal bacteria, features of the vaginal mycobiome and phageome, and differential expression of bacterial carbohydrate catabolic genes. Constructed from over 2,500 metagenomes and 4,000 bacterial genomes, VIRGO2 broadens geographic representation and microbial diversity compared to its predecessor. This updated catalog enables more precise profiling of taxonomic and functional composition from metagenomic and metatranscriptomic datasets. VIRGO2 is a critical resource for integrative analyses of vaginal microbial communities and their interactions with host tissues, thereby enhancing our mechanistic understanding of vaginal health and disease.

microbiology↗

bioRxiv2023

High-resolution functional description of vaginal microbiomes in health and disease

BackgroundA Lactobacillus-dominated vaginal microbiome provides the first line of defense against numerous adverse genital tract health outcomes. However, there is limited understanding of the mechanisms by which the vaginal microbiome modulates protection, as prior work mostly described its composition through morphologic assessment and marker gene sequencing methods that do not capture functional information. To address this limitation, we developed metagenomic community state types (mgCSTs) which uses metagenomic sequences to describe and define vaginal microbiomes based on both composition and function. ResultsMgCSTs are categories of microbiomes classified using taxonomy and the functional potential encoded in their metagenomes. MgCSTs reflect unique combinations of metagenomic subspecies (mgSs), which are assemblages of bacterial strains of the same species, within a microbiome. We demonstrate that mgCSTs are associated with demographics such as age and race, as well as vaginal pH and Gram stain assessment of vaginal smears. Importantly, these associations varied between mgCSTs predominated by the same bacterial species. A subset of mgCSTs, including three of the six predominated by Gardnerella mgSs, as well as a mgSs of L. iners, were associated with a greater likelihood of Amsel bacterial vaginosis diagnosis. This L. iners mgSs, among other functional features, encoded enhanced genetic capabilities for epithelial cell attachment that could facilitate cytotoxin-mediated cell lysis. Finally, we report a mgSs and mgCST classifier as an easily applied, standardized method for use by the microbiome research community. ConclusionsMgCSTs are a novel and easily implemented approach to reducing the dimension of complex metagenomic datasets, while maintaining their functional uniqueness. MgCSTs enable investigation of multiple strains of the same species and the functional diversity in that species. Future investigations of functional diversity may be key to unraveling the pathways by which the vaginal microbiome modulates protection to the genital tract. Importantly, our findings support the hypothesis that functional differences between vaginal microbiomes, including those that may look compositionally similar, are critical considerations in vaginal health. Ultimately, mgCSTs may lead to novel hypotheses concerning the role of the vaginal microbiome in promoting health and disease, and identify targets for novel prognostic, diagnostic, and therapeutic strategies to improve womens genital health.

genomics↗

bioRxiv2021

Identification of shared bacterial strains in the vaginal microbiota of reproductive-age mothers and daughters using genome-resolved metagenomics

It has been suggested that the human microbiome might be vertically transmitted from mother to offspring and that early colonizers may play a critical role in development of the immune system. Studies have shown limited support for the vertical transmission of the intestinal microbiota but the derivation of the vaginal microbiota remains largely unknown. Although the vaginal microbiota of children and reproductive age cis women differ in composition, the vaginal microbiota could be vertically transmitted. To determine whether there was any support for this hypothesis, we examined the vaginal microbiota of daughter-mother pairs from the Baltimore metropolitan area (ages 14-27, 32-51; n=39). We assessed whether the daughters microbiota was similar in composition to their mothers using metataxonomics. Permutation tests revealed that while some pairs did have similar vaginal microbiota, the degree of similarity did not exceed that expected by chance. Genome-resolved metagenomics was used to identify shared bacterial strains in a subset of the families (n=22). We found a small number of bacterial strains that were shared between mother-daughter pairs but identified more shared strains between individuals from different families, indicating that vaginal bacteria may display biogeographic patterns. Earlier-in-life studies are needed to demonstrate vertical transmission of the vaginal microbiota. ImportanceEarly colonizers of our microbiota are theorized to play an important role in the development of our immune system, yet we know little about how these communities are established. Vertical transmission from mother to offspring at the time of birth is theorized to be a major source of early colonizers but limited evidence supporting this process has only been shown for the intestinal tract microbiota. The provenance of the vaginal microbiota is largely unknown, although some have posited it is similarly vertically transmitted. We examined the vaginal microbiota of mother-daughter pairs and found limited evidence in support of this hypothesis. However, our analysis also revealed putative biogeographic patterns in the distribution of the strains which comprise the vaginal microbiota. Our results give insight into the role of vertical transmission for the vaginal microbiota and motivate future studies on the biogeography of these bacteria.

microbiology↗

bioRxiv2019

Comparative metagenome-assembled genome analysis of Lachnovaginosum genomospecies, formerly known as BVAB1

Bacterial Vaginosis Associated Bacteria 1 (BVAB1) is an uncultured bacterial species found in the human vagina that belongs to the family Lachnospiraceae within the order Clostridiales, and as its name suggests, is often associated with bacterial vaginosis (BV). In reproductive health, BV is of concern due to its associated risk for HIV, Chlamydia trachomatis, and Neisseria gonorrhoeae acquisition as well as preterm birth. BVAB1 has been shown to be associated with BV persistence after metronidazole treatment and increased vaginal inflammation, and to confer a higher risk of puerperal infections. To date, no genome of BVAB1 is available, which has made it difficult to understand its disease-associated features. We present here a comparative analysis of seven metagenome-assembled genomes (MAGs) of BVAB1, derived from the cervicovaginal lavages of seven separate women. One metagenome was sequenced with long-read technology on a PacBio Sequel II instrument while the others were sequenced using the Illumina HiSeq platform. The MAGs were 1.5-1.7 Mb long, encoding an average of 1,499 genes and had >98% average nucleotide identity to each other. CheckM-estimated genome completion was 98.2%. We propose to rename BVAB1 to Lachnovaginosum genomospecies based on a phylogenetic analysis, and provide genomic evidence that this species may metabolize D-lactate, produce trimethylamine (the chemical responsible for BV-associated odor), and be motile. These MAGs will be a valuable resource and will contribute to our understanding of the heterogenous etiologies of bacterial vaginosis.

microbiology↗

bioRxiv2018

Ultra-high throughput multiplexing and sequencing of >500 bp amplicon regions on the Illumina HiSeq 2500 platform

Amplification, sequencing and analysis of the 16S rRNA gene affords characterization of microbial community composition. As this tool has become more popular and amplicon-sequencing applications have grown in the total number of samples, growth in sample multiplexing is becoming necessary while maintaining high sequence quality and sequencing depth. Here, modifications to the Illumina HiSeq 2500 platform are described which produce greater multiplexing capabilities and 300 bp paired-end reads of higher quality than produced by the current Illumina MiSeq platform. To improve the feasibility and flexibility of this method, a 2-Step PCR amplification protocol is also described that allows for targeting of different amplicon regions, thus improving amplification success from low bacterial bioburden samples.\n\nImportanceAmplicon sequencing has become a popular and widespread tool for surveying microbial communities. Lower overall costs associated with high throughput sequencing have made it a widely-adopted approach, especially for projects which necessitate sample multiplexing to eliminate batch effect and reduced time to acquire data. The method for amplicon sequencing on the Illumina HiSeq 2500 platform described here provides improved multiplexing capabilities while simultaneously producing greater quality sequence data and lower per sample cost relative to the Illumina MiSeq platform, without sacrificing amplicon length. To make this method more flexible to various amplicon targeted regions as well as improve amplification from low biomass samples, we also present and validate a 2-Step PCR library preparation method.

microbiology↗