Expanding vaginal microbiome pangenomes via a custom MIDAS database reveals Lactobacillus crispatus accessory genes associated with cervical dysplasia.
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CC-BY-4.0
Abstract
The vaginal microbiome plays a central role in reproductive health. Vaginal microbiome dysbiosis is associated with many adverse reproductive health outcomes, but most studies have focused on associations at the species level. The potential contribution of intraspecies microbial variation, especially gene content differences across bacterial strains, remains underexplored in reproductive health contexts. The Metagenomic Intra-Species Diversity Analysis (MIDAS) framework enables such analyses, but depends on comprehensive reference databases. We constructed a MIDAS-compatible pangenome database from over 18,000 genomes in the Vaginal Microbiome Genome Collection (VMGC). Compared to the Genome Taxonomy Database (GTDB)-derived reference, the VMGC-derived database expanded the pangenomes of prevalent vaginal species, better capturing vaginal-specific intraspecies diversity. Applying this database to vaginal samples from a cervical dysplasia cohort, we identified 13 Lactobacillus crispatus accessory genes significantly associated with cervical dysplasia, including a HicAB toxin-antitoxin system, three transcriptional regulators, and three phage-derived genes. These findings highlight the utility of body site-specific reference resources and shotgun metagenomic sequencing for uncovering intraspecies microbial variation relevant to reproductive health.IMPORTANCEThe vaginal microbiome plays a critical role in reproductive health, and different bacteria from the same species can carry different genes that influence how the strains interact with the host and other microbes. These strain-level differences are often overlooked when microbiomes are analyzed only at the species level. Existing genomic reference databases are heavily biased toward gut and environmental bacteria, leaving the genetic diversity of vaginal microbes understudied. We built a specialized reference database from over 18,000 vaginal bacterial genomes that better reflects this diversity. We then applied this resource to quantify gene-level variation in vaginal samples from a cervical dysplasia cohort. Focusing on Lactobacillus crispatus, a prevalent and often beneficial vaginal species, we identified 13 genes that were more common in women with cervical dysplasia than in controls. This work demonstrates that body site-specific genomic resources are essential for uncovering strain-level bacterial differences relevant to reproductive health.
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SciLite annotations
organisms 107
staphylococcus phage phisa2wa_st93mssa
bacteria stick insect
bacteria stick insect
bacteria stick insect
vpi 3199
vpi 3199
vpi 3199
human
paralactobacillus
bacteria stick insect
bacteria stick insect
specimen-voucher:nrrl:y:12796
viruses
human papillomavirus
vpi 3199
paralactobacillus
ginoria
ginoria
ginoria
ginoria
ginoria
ginoria
ncimb 13872
staphylococcus phage phisa2wa_st93mssa
human
human
human
human
human
human
human
ginoria
senecio condylus
ginoria
urospermum dalechampii
arthonia cinnabarina f. cuspidans
indofevillea sp. hs-2013
ginoria
ginoria
ginoria
ginoria
ginoria
ginoria
ginoria
thermobacterium helveticum
senecio condylus
human
human
human
human
phocaeicola vulgatus
streptococcus liquefaciens
nctc 5050
strain 81
escherichia coli
paralactobacillus
ginoria
urospermum dalechampii
ginoria
senecio condylus
+47 more
chemicals 14
glycogen
hydrogen
peroxide
nucleotide
fructose
nucleotide
nucleotide
nucleotide
carbohydrate
deoxy sugar
amino acid
deoxy sugar
nucleotide
peptidoglycan
Source provenance
- europepmc
- last seen: 2026-07-06T06:10:23.601157+00:00
- scilite
- last seen: 2026-06-28T09:31:30.222730+00:00
License: CC-BY-4.0
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Per Europe PMC
Per Europe PMC