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Metabolic Signatures of Bacterial Vaginosis Original paper

Researched by:

  • Divine Aleru ID
    Divine Aleru

    User avatarI am a biochemist with a deep curiosity for the human microbiome and how it shapes human health, and I enjoy making microbiome science more accessible through research and writing. With 2 years experience in microbiome research, I have curated microbiome studies, analyzed microbial signatures, and now focus on interventions as a Microbiome Signatures and Interventions Research Coordinator.

April 3, 2025

  • Bacterial Vaginosis
    Bacterial Vaginosis

    Bacterial vaginosis (BV) is caused by an imbalance in the vaginal microbiota, where the typically dominant Lactobacillus species are significantly reduced, leading to an overgrowth of anaerobic and facultative bacteria.

Researched by:

  • Divine Aleru ID
    Divine Aleru

    User avatarI am a biochemist with a deep curiosity for the human microbiome and how it shapes human health, and I enjoy making microbiome science more accessible through research and writing. With 2 years experience in microbiome research, I have curated microbiome studies, analyzed microbial signatures, and now focus on interventions as a Microbiome Signatures and Interventions Research Coordinator.

Last Updated: 2025

Microbiome Signatures identifies and validates condition-specific microbiome shifts and interventions to accelerate clinical translation. Our multidisciplinary team supports clinicians, researchers, and innovators in turning microbiome science into actionable medicine.

Divine Aleru

I am a biochemist with a deep curiosity for the human microbiome and how it shapes human health, and I enjoy making microbiome science more accessible through research and writing. With 2 years experience in microbiome research, I have curated microbiome studies, analyzed microbial signatures, and now focus on interventions as a Microbiome Signatures and Interventions Research Coordinator.

What was studied?

The study investigated the metabolic signatures associated with bacterial vaginosis (BV) by integrating global metabolomic profiling with microbiome analysis. Specifically, the researchers aimed to identify metabolomic patterns in vaginal fluid linked to the presence and concentration of specific vaginal bacteria, particularly BV-associated bacteria. They used mass spectrometry-based metabolomics and combined it with broad-range 16S rRNA gene sequencing and quantitative PCR (qPCR) to correlate metabolic changes with microbial community composition and clinical diagnostic criteria for BV.

Who was studied?

The study involved two cohorts of reproductive-age women. In the primary cohort, the researchers analyzed cervicovaginal lavage (CVL) samples from 40 women with BV and 20 women without BV, classified using both Amsel criteria and Nugent scoring. They validated their findings in a second cohort of 40 women with BV and 20 women without BV, ensuring reproducibility of metabolite associations across two independent datasets.

What were the most important findings?

The study demonstrated that BV is marked by dramatic shifts in vaginal metabolite profiles, reflecting the transition from a Lactobacillus-dominant microbiome to a polymicrobial anaerobic community. Researchers identified 279 metabolites, of which 62% differed significantly between women with and without BV. Women with BV exhibited lower concentrations of intact amino acids, dipeptides, and sugars, while showing elevated levels of amino acid catabolites, polyamines (putrescine and cadaverine), and short-chain fatty acids like succinate. These metabolic changes reflected enhanced amino acid catabolism and decreased carbohydrate metabolism, indicating fundamental shifts in microbial metabolism.

Major microbial associations (MMA) included higher abundance of BV-associated bacteria such as Gardnerella vaginalis, Atopobium vaginae, Prevotella spp., Megasphaera spp., and BV-associated bacteria types 1-3 (BVAB1-3), which correlated positively with metabolites like putrescine, cadaverine, and succinate. Conversely, protective lactobacilli (Lactobacillus crispatus and L. jensenii) correlated with intact amino acids, sugars, lactate, and antioxidants like glutathione, reflecting their role in maintaining vaginal health.

Importantly, the study also linked specific metabolites to individual Amsel diagnostic criteria. For example, cadaverine and N-acetylputrescine correlated with elevated vaginal pH and amine odor; deoxycarnitine and pipecolate correlated with the presence of clue cells. These findings suggest that metabolite profiles, more than microbiome composition alone, drive clinical manifestations of BV.

What are the implications of this study?

This study provides compelling evidence that BV is a metabolically distinct condition, not solely defined by microbial composition but by functional metabolic activity of the altered microbiome. The researchers demonstrated that BV-associated bacteria actively reshape the vaginal metabolic environment by depleting amino acids and sugars while increasing production of metabolites that elevate vaginal pH, promote epithelial disruption, and produce characteristic BV symptoms. These metabolic signatures offer potential biomarkers for improving BV diagnostics beyond traditional clinical criteria, which often fail to capture asymptomatic or intermediate cases. This work highlights avenues for targeted therapies that address not only microbial imbalance but also metabolic disruptions, such as treatments designed to restore amino acid levels, reduce polyamine production, or inhibit key metabolic pathways associated with BV pathology.

Bacterial Vaginosis

Bacterial vaginosis (BV) is caused by an imbalance in the vaginal microbiota, where the typically dominant Lactobacillus species are significantly reduced, leading to an overgrowth of anaerobic and facultative bacteria.

Metabolomic Signature

Metabolomic signatures are unique metabolite patterns linked to specific biological conditions, identified through metabolomics. They reveal underlying biochemical activities, aiding in disease diagnosis, biomarker development, and personalized medicine. The microbiome significantly affects these signatures, influencing health and disease outcomes through metabolic interactions.

Amsel Criteria

Amsel's Criteria is a clinically established diagnostic method for bacterial vaginosis, offering a practical and accessible alternative to laboratory-based approaches. It evaluates four key clinical indicators, ensuring timely diagnosis and intervention in outpatient settings.

Nugent Score

The Nugent Score is a standardized Gram stain-based scoring system used to diagnose bacterial vaginosis (BV) by assessing key bacterial morphotypes in vaginal samples. With its high specificity, it remains a gold standard in microbiome research, though its complexity and need for trained personnel make it less common in routine clinical practice.

Amsel Criteria

Amsel's Criteria is a clinically established diagnostic method for bacterial vaginosis, offering a practical and accessible alternative to laboratory-based approaches. It evaluates four key clinical indicators, ensuring timely diagnosis and intervention in outpatient settings.

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