# Sex-specific differences in salivary microbiota composition and their associations with metabolic health in adults with excess body weight: a secondary cross-sectional analysis

**Authors:** Jhenifer Pereira da Costa, Gabriela Macedo Fraiz, Dandara Baia Bonifácio, Fermín I. Milagro, Josefina Bressan

PMC · DOI: 10.1007/s00784-026-06826-7 · 2026-03-23

## TL;DR

This study explores how the salivary microbiome differs between men and women with excess body weight and how these differences relate to metabolic health markers.

## Contribution

The study identifies sex-specific microbial profiles in the salivary microbiota and their associations with metabolic markers in adults with excess body weight.

## Key findings

- Men showed higher alpha diversity and specific microbial genera like Tannerella and Actinomyces.
- Women had higher abundance of genera like Campylobacter and Granulicatella, with Granulicatella linked to triglycerides and the TyG index.
- Sex-specific differences in salivary microbiota suggest potential links to metabolic health variations.

## Abstract

Growing evidence links the oral microbiome to obesity-related outcomes, yet the influence of sex-related biological differences on salivary microbial profiles remains insufficiently explored. This exploratory study aimed to characterize the composition, abundance, and diversity of the salivary microbiota in Brazilian men and women with excess body weight and to examine its associations with cardiometabolic markers.

This cross-sectional secondary analysis of a randomized controlled trial (REBEC: RBR-9832wsx) included 59 adults with excess body weight. Salivary microbiota was profiled through amplification of the 16 S rRNA V4 region, and bioinformatics analyses were performed using the Microbiome Analyst (v2.0). Associations between microbial taxa and clinical variables were assessed using Spearman’s correlation.

Men exhibited greater alpha diversity at the family level by higher Shannon (p = 0.015, rrb = 0.4) and Simpson (p = 0.003, rrb = 0.5) indices. Sex-specific microbial differences were identified: men showed higher levels of genera Tannerella, Lachnoanaerobaculum, and Actinomyces, as well as the putative species-level taxons Tannerella serpentiformis and Lachnoanaerobaculum umeaense, whereas women demonstrated greater abundance of genera Campylobacter, Granulicatella, Moryella, and Scardovia. Among women, Granulicatella genera was positively associated with triglycerides and the TyG index.

Men and women with excess body weight exhibited distinct salivary microbiota profiles, with differences in both diversity and taxonomic composition.

Sex-specific differences in salivary microbiota composition may be associated with variations in metabolic markers. These findings are exploratory and hypothesis-generating, providing insight into sex-related patterns in the oral microbiome and may help inform future research exploring personalized approaches to cardiometabolic risk assessment.

## Full-text entities

- **Genes:** LAP (Laryngeal adductor paralysis) [NCBI Gene 7939], CXCL8 (C-X-C motif chemokine ligand 8) [NCBI Gene 3576] {aka GCP-1, GCP1, IL8, LECT, LUCT, LYNAP}, COG2 (component of oligomeric golgi complex 2) [NCBI Gene 22796] {aka CDG2Q, LDLC}, INS (insulin) [NCBI Gene 3630] {aka IDDM, IDDM1, IDDM2, ILPR, IRDN, MODY10}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, CRP (C-reactive protein) [NCBI Gene 1401] {aka PTX1}
- **Diseases:** endotoxemia (MESH:D019446), sepsis (MESH:D018805), Overweight (MESH:D050177), tooth loss (MESH:D016388), chronic diseases (MESH:D002908), metabolic disorders (MESH:D008659), chronic inflammation (MESH:D007249), excess adiposity (MESH:D018205), cardiometabolic diseases (MESH:D024821), actinomycosis (MESH:D000196), Periodontitis (MESH:D010518), diarrhea (MESH:D003967), type 2 diabetes (MESH:D003924), Obesity (MESH:D009765), pseudomembranous colitis (MESH:D004761), Periodontal disease (MESH:D010510), excess body weight (MESH:D001835), dental caries (MESH:D003731), Insulin Resistance (MESH:D007333), infection (MESH:D007239), gastroesophageal reflux disease (MESH:D005764), inflammatory bowel diseases (MESH:D015212), oral diseases (MESH:D009059), dyslipidemia (MESH:D050171), impaired lipid metabolism (MESH:D052439), foodborne illnesses (MESH:D005517), esophageal cancer (MESH:D004938), dysbiosis (MESH:D064806), cardiovascular diseases (MESH:D002318)
- **Chemicals:** Glucose (MESH:D005947), sugar (MESH:D000073893), TC (-), agarose (MESH:D012685), cholesterol (MESH:D002784), Lipid (MESH:D008055), TG (MESH:D014280), alcohol (MESH:D000438)
- **Species:** Klebsiella (genus) [taxon 570], Clostridia (class) [taxon 186801], Treponema (genus) [taxon 157], Mycoplasma (genus) [taxon 2093], Campylobacterales (order) [taxon 213849], Stomatobaculum longum (species) [taxon 796942], Fusobacterium nucleatum (species) [taxon 851], Bacilli (class) [taxon 91061], Parvimonas micra (species) [taxon 33033], Actinomyces graevenitzii (species) [taxon 55565], Prevotella (genus) [taxon 838], Lachnoanaerobaculum umeaense (species) [taxon 617123], Helicobacter pylori (species) [taxon 210], Cardiobacterium valvarum (species) [taxon 194702], Haemophilus (genus) [taxon 724], Oribacterium (genus) [taxon 265975], Tannerella (genus) [taxon 195950], Scardovia (genus) [taxon 196081], Campylobacter concisus (species) [taxon 199], Granulicatella (genus) [taxon 117563], Moryella (genus) [taxon 437755], Porphyromonas gingivalis (species) [taxon 837], Campylobacteraceae (family) [taxon 72294], Clostridioides difficile (species) [taxon 1496], Streptococcus (genus) [taxon 1301], Homo sapiens (human, species) [taxon 9606]

## Figures

3 figures with captions in the complete paper: https://tomesphere.com/paper/PMC13009092/full.md

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Source: https://tomesphere.com/paper/PMC13009092