ArticleMicrobiome2024
Placental TLR recognition of salivary and subgingival microbiota is associated with pregnancy complications.
Article 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.
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Who cites it
13 citing papers in PubMed, 12 citations in OpenAlex.
- Maternal-to-neonatal microbial transmission and impact of prenatal probiotics on neonatal gut development.Journal of translational medicine · 2025Trial
- Article
- Causal effects of oral microbiome traits on female reproductive diseases: a two-sample Mendelian randomization study.BMC women's health · 2026Article
- The Gut-Reproduction-Oral-Immune Axis: Microbial Dysbiosis as a Shared Driver in Polycystic Ovary Syndrome and Endometriosis.Current microbiology · 2026Review
- The oral microbiome in relation to systemic maternal conditions and pregnancy complications: a systematic review and meta-analysis.Journal of oral microbiology · 2026Review
- Establishment of the early gut microbiota in vaginally delivered infants: the influence of maternal gut microbiota outweighs vaginal microbiota.Microbiology spectrum · 2025Article
- PLSKO: a robust knockoff generator to control false discovery rate in omics variable selection.Bioinformatics (Oxford, England) · 2025Article
- Oral Microbiome and Edentulism During Pregnancy: 16S rRNA Gene Analysis of an Indigenous Community-A Pilot Study.Microorganisms · 2025Article
- Oral microbiome alterations after cancer treatment: a scoping review and analysis.Medical oncology (Northwood, London, England) · 2025Article
- The impact of maternal systemic diseases on the occurrence of cleft lip and palate in newborns: a narrative review.Frontiers in public health · 2025Review
- Nutraceuticals as Modulators of Molecular Placental Pathways: Their Potential to Prevent and Support the Treatment of Preeclampsia.International journal of molecular sciences · 2024Review
- The Role of Metal Nanoparticles in the Pathogenesis of Stone Formation.International journal of molecular sciences · 2024Article
- Deciphering the microbial landscape of lower respiratory tract infections: insights from metagenomics and machine learning.Frontiers in cellular and infection microbiology · 2024Article
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Authors and funding
7 authors at 5 institutions in 2 countries.
Funding
Abstract
backgroundPre-term birth, the leading cause of neonatal mortality, has been associated with maternal periodontal disease and the presence of oral pathogens in the placenta. However, the mechanisms that underpin this link are not known. This investigation aimed to identify the origins of placental microbiota and to interrogate the association between parturition complications and immune recognition of placental microbial motifs. Video Abstract
methodsSaliva, plaque, serum, and placenta were collected during 130 full-term (FT), pre-term (PT), or pre-term complicated by pre-eclampsia (PTPE) deliveries and subjected to whole-genome shotgun sequencing. Real-time quantitative PCR was used to measure toll-like receptors (TLR) 1-10 expression in placental samples. Source tracking was employed to trace the origins of the placental microbiota.
resultsWe discovered 10,007 functionally annotated genes representing 420 taxa in the placenta that could not be attributed to contamination. Placental microbial composition was the biggest discriminator of pregnancy complications, outweighing hypertension, BMI, smoking, and maternal age. A machine-learning algorithm trained on this microbial dataset predicted PTPE and PT with error rates of 4.05% and 8.6% (taxonomy) and 6.21% and 7.38% (function). Logistic regression revealed 32% higher odds of parturition complication (95% CI 2.8%, 81%) for every IQR increase in the Shannon diversity index after adjusting for maternal smoking status, maternal age, and gravida. We also discovered distinct expression patterns of TLRs that detect RNA- and DNA-containing antigens in the three groups, with significant upregulation of TLR9, and concomitant downregulation of TLR7 in PTPE and PT groups, and dense correlation networks between microbial genes and these TLRs. 70-82% of placental microbiota were traced to serum and thence to the salivary and subgingival microbiomes. The oral and serum microbiomes of PTPE and PT groups displayed significant enrichment of genes encoding iron transport, exosome, adhesion, quorum sensing, lipopolysaccharide, biofilm, and steroid degradation.
conclusionsWithin the limits of cross-sectional analysis, we find evidence to suggest that oral bacteria might translocate to the placenta via serum and trigger immune signaling pathways capable of inducing placental vascular pathology. This might explain, in part, the higher incidence of obstetric syndromes in women with periodontal disease.
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