Evidence map›Paper›PMID 39709449›Full record

SynthesisMicrobiome2024

Vaginal metatranscriptome meta-analysis reveals functional BV subgroups and novel colonisation strategies.

Scott J Dos Santos, Clara Copeland, Jean M Macklaim, Gregor Reid, Gregory B Gloor

Abstract readMeta-Analysis
In one paragraph

Synthesis in Microbiome, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

13 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Review
  5. Microbial Contributions to Primate Reproduction.Evolutionary anthropology · 2026
    Review
  6. Article
  7. Article
  8. Systematic evaluation of metatranscriptomic differential gene expressionbioRxiv : the preprint server for biology · 2025
    Article
  9. Review
  10. Article
  11. Article
  12. Article
  13. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Scott J Dos SantosDepartment of Biochemistry, Western University, Middlesex Drive, London, N6G 2V4, Ontario, Canada.
Clara CopelandDepartment of Biochemistry, Western University, Middlesex Drive, London, N6G 2V4, Ontario, Canada.
Jean M MacklaimDepartment of Biochemistry, Western University, Middlesex Drive, London, N6G 2V4, Ontario, Canada.
Gregor ReidLawson Health Research Institute, 268 Grosvenor Street, London, N6A 4V2, Ontario, Canada.
Gregory B GloorDepartment of Biochemistry, Western University, Middlesex Drive, London, N6G 2V4, Ontario, Canada. ggloor@uwo.ca.

Funding

Weston Family Foundation 20170705
6 · The paper itself

Abstract

backgroundThe application of '-omics' technologies to study bacterial vaginosis (BV) has uncovered vast differences in composition and scale between the vaginal microbiomes of healthy and BV patients. Compared to amplicon sequencing and shotgun metagenomic approaches focusing on a single or few species, investigating the transcriptome of the vaginal microbiome at a system-wide level can provide insight into the functions which are actively expressed and differential between states of health and disease.

resultsWe conducted a meta-analysis of vaginal metatranscriptomes from three studies, split into exploratory (n = 42) and validation (n = 297) datasets, accounting for the compositional nature of sequencing data and differences in scale between healthy and BV microbiomes. Conducting differential expression analyses on the exploratory dataset, we identified a multitude of strategies employed by microbes associated with states of health and BV to evade host cationic antimicrobial peptides (CAMPs); putative mechanisms used by BV-associated species to resist and counteract the low vaginal pH; and potential approaches to disrupt vaginal epithelial integrity so as to establish sites for adherence and biofilm formation. Moreover, we identified several distinct functional subgroups within the BV population, distinguished by genes involved in motility, chemotaxis, biofilm formation and co-factor biosynthesis. After defining molecular states of health and BV in the validation dataset using KEGG orthology terms rather than community state types, differential expression analysis confirmed earlier observations regarding CAMP resistance and compromising epithelial barrier integrity in healthy and BV microbiomes and also supported the existence of motile vs. non-motile subgroups in the BV population. These findings were independent of the enzyme classification system used (KEGG or EggNOG).

conclusionsOur findings highlight a need to focus on functional rather than taxonomic differences when considering the role of microbiomes in disease and identify pathways for further research as potential BV treatment targets. Video Abstract.

Indexed as

BacteriaMicrobiotaTranscriptomeVaginaVaginosis, BacterialBiofilmsFemaleHumansMetagenomicsALDEx2Bacterial vaginosisMetatranscriptomeScale reliant inferenceTranscriptomicsVaginal microbiomeVIRGO

Identifiers

PMID39709449
PMCPMC11662499

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.