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Maternal Iron Deficiency Anemia Affects Postpartum Emotions and Cognition Evidence for the Use of Complementary and Alternative Medicine for Pelvic Inflammatory Disease: A Literature Review Pelvic inflammatory disease: a family practice perspective Microbiology profile in women with pelvic inflammatory disease in relation to IUD use Epidermiological markers in pelvic inflammatory disease (PID) among the women of reproductive age group Bacterial isolates associated with pelvic inflammatory disease among female patients attending some hospitals in abuja, Nigeria The Key Element Role of Metallophores in the Pathogenicity and Virulence of Staphylococcus aureus: A Review The relationship between serum calprotectin levels and disease activity in patients with subacute thyroiditis. 919 Syrup Alleviates Postpartum Depression by Modulating the Structure and Metabolism of Gut Microbes and Affecting the Function of the Hippocampal GABA/Glutamate System Gut microbiota: Linking nutrition and perinatal depression The role of gut microbiota and blood metabolites in postpartum depression: A Mendelian randomization analysis. Association between dietary trace minerals and pelvic inflammatory disease: Data from the 2015–2018 National Health and Nutrition Examination Surveys Association between dietary magnesium intake and pelvic inflammatory disease in US women: a cross-sectional study of NHANES Integrated Metabolomics and Network Pharmacology Study on the Mechanism of Kangfuxiaoyan Suppository for Treating Chronic Pelvic Inflammatory Disease Treatment of postpartum depression: Clinical, psychological and pharmacological options

Composition and Functional Potential of the Human Mammary Microbiota Prior to and Following Breast Tumor Diagnosis Original paper

Researched by:

  • Karen Pendergrass ID
    Karen Pendergrass

    User avatarKaren Pendergrass is a microbiome researcher specializing in microbiome-targeted interventions (MBTIs). She systematically analyzes scientific literature to identify microbial patterns, develop hypotheses, and validate interventions. As the founder of the Microbiome Signatures Database, she bridges microbiome research with clinical practice. In 2012, based on her own investigative research, she became the first documented case of FMT for Celiac Disease—four years before the first published case study.

March 18, 2025

  • Women’s Health
    Women’s Health

    Women’s health, a vital aspect of medical science, encompasses various conditions unique to women’s physiological makeup. Historically, women were often excluded from clinical research, leading to a gap in understanding the intricacies of women’s health needs. However, recent advancements have highlighted the significant role that the microbiome plays in these conditions, offering new insights and potential therapies. MicrobiomeSignatures.com is at the forefront of exploring the microbiome signature of each of these conditions to unravel the etiology of these diseases and develop targeted microbiome therapies.

  • Breast Cancer
    Breast Cancer

    Traditionally linked to genetic predispositions and environmental exposures, emerging evidence highlights the microbiome as a critical and underappreciated factor influencing breast cancer progression, immune response, and treatment outcomes.

Researched by:

  • Karen Pendergrass ID
    Karen Pendergrass

    User avatarKaren Pendergrass is a microbiome researcher specializing in microbiome-targeted interventions (MBTIs). She systematically analyzes scientific literature to identify microbial patterns, develop hypotheses, and validate interventions. As the founder of the Microbiome Signatures Database, she bridges microbiome research with clinical practice. In 2012, based on her own investigative research, she became the first documented case of FMT for Celiac Disease—four years before the first published case study.

Last Updated: 2024

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.

Karen Pendergrass

Karen Pendergrass is a microbiome researcher specializing in microbiome-targeted interventions (MBTIs). She systematically analyzes scientific literature to identify microbial patterns, develop hypotheses, and validate interventions. As the founder of the Microbiome Signatures Database, she bridges microbiome research with clinical practice. In 2012, based on her own investigative research, she became the first documented case of FMT for Celiac Disease—four years before the first published case study.

What was studied?

This study investigated the composition and functional potential of the human mammary microbiota in healthy breast tissues and those associated with breast cancer development. The researchers focused on tissue samples collected before cancer diagnosis (prediagnostic or PD), as well as adjacent normal (AN) and tumor (T) tissues from breast cancer patients. Using 16S rRNA sequencing and functional metagenomic predictions, they aimed to identify bacterial dysbiosis and metabolic changes associated with breast cancer progression.

Who was studied?

A total of 141 women were included in the study, contributing 159 breast tissue samples. These included 49 samples from healthy individuals (H), 15 from prediagnostic cases (PD), 49 from adjacent normal tissues (AN), and 46 from tumor tissues (T). The prediagnostic samples were obtained from women who later developed breast cancer, allowing researchers to explore early microbial changes.

What were the most important findings?

The study revealed significant bacterial dysbiosis and metabolic reprogramming in PD, AN, and T tissues compared to healthy tissues. Prediagnostic tissues exhibited an intermediary bacterial composition between healthy and cancerous tissues. Shifts in specific bacterial families such as Bacillaceae, Streptococcaceae, and Corynebacteriaceae were detected in PD tissues and were more pronounced in AN and T tissues. Functional analysis revealed reduced bacterial metabolic activities, particularly pathways related to xenobiotics degradation, which could otherwise protect against carcinogenesis. Additionally, altered correlations between host gene expression and microbial functions were observed, highlighting potential early microbial responses to tumor microenvironments.

What are the greatest implications of this study?

This research highlights the mammary microbiota’s potential as a critical biomarker for early breast cancer detection and risk stratification by revealing bacterial dysbiosis and metabolic reprogramming in prediagnostic tissues, suggesting microbial changes may precede clinical symptoms or histological abnormalities. The identification of an intermediary microbiota composition in prediagnostic tissues supports the microbiome’s role in early cancer development, indicating microbial shifts as potential early drivers or responders to tumorigenesis. A significant reduction in metabolic functions, such as xenobiotic degradation, in cancer-associated tissues implies a diminished microbial ability to detoxify carcinogens, increasing susceptibility to tumor formation. Altered correlations between microbial taxa and host gene expression further suggest dynamic interactions influencing immune responses, inflammation, and cellular proliferation, with positive associations between microbial functions and tumor-related genes pointing to potential mechanistic links to cancer progression.

These findings not only enhance understanding of the microbiota’s role in breast cancer but also offer clinical translation opportunities, including the development of non-invasive diagnostic tools based on prediagnostic microbial signatures, microbiome-modulating therapies to target dysbiosis, and therapeutic interventions aimed at restoring protective bacterial functions and reducing cancer risk.

Breast Cancer

Traditionally linked to genetic predispositions and environmental exposures, emerging evidence highlights the microbiome as a critical and underappreciated factor influencing breast cancer progression, immune response, and treatment outcomes.

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