ArticleGenome medicine2021
Human breast microbiome correlates with prognostic features and immunological signatures in breast cancer.
Article in Genome medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 186 papers, 7 of them syntheses that pooled it.
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Who cites it
186 citing papers in PubMed, 7 syntheses or guidelines pooled it, 256 citations in OpenAlex.
- Microbiome and Response to Therapy in Triple Negative Breast Cancer: A Systematic Review.Oncology research · 2026Pooled it
- Breast cancer and microbiome: a systematic review highlighting challenges for clinical translation.BMC women's health · 2025Pooled it
- Intratumoral microbiota composition in women's cancers: a systematic review and meta-analysis.Frontiers in oncology · 2025Pooled it
- Guideline for designing microbiome studies in neoplastic diseases.GeroScience · 2024Guideline
- Bibliometric and visual analysis of human microbiome-breast cancer interactions: current insights and future directions.Frontiers in microbiology · 2024Pooled it
- Immune-related pan-cancer gene expression signatures of patient survival revealed by NanoString-based analyses.PloS one · 2023Pooled it
- Human gut, breast, and oral microbiome in breast cancer: A systematic review and meta-analysis.Frontiers in oncology · 2023Pooled it
- Modulation of the response to immunotherapy in triple-negative breast cancer: the role of the microbiota and microbial metabolites in the tumor microenvironment.Gut microbes · 2026Review
- Obesity and Age Elevate Tissue-Resident Microbiota Akkermansia muciniphila to Induce Oxidative Stress and Promote Breast Cancer Risk.Cancer research · 2026Article
- Preferential localization of intratumoural bacteria in breast cancer revealed by fluorescence in situ hybridization.World journal of microbiology & biotechnology · 2026Article
- Article
- Microbial Biomarkers of Breast Tumor and Mastitis: Deciphering the Delicate Balance between Potentially "Evil" and "Benign" Alliances in Mammary Microbiomes.Breast care (Basel, Switzerland) · 2026Article
- Intratumoral microbiota in cancer: molecular mechanism and therapeutic strategies.Molecular biomedicine · 2026Review
- The Role of Selected Bacteria in Breast Cancer Initiation and Development.International journal of molecular sciences · 2026Review
- Breast tumor microbiome regulates anti-tumor immunity and T cell-associated metabolites.Scientific reports · 2026Article
- The Potential Role of Tumor Microorganisms in Remodeling Tumor Biomechanical Signals and Application Strategies in Tumor Therapy.Microorganisms · 2026Review
- Antibiotic-associated dysbiosis and bispecific antibody outcomes in multiple myeloma.Journal for immunotherapy of cancer · 2026Article
- Assessment of Fecal Microbiota in Healthy Dogs and Dogs with Cutaneous Mast Cell Tumors Treated with Electrochemotherapy Combined with Gene Electrotransfer of IL-12.Veterinary sciences · 2026Article
- Breast-Cancer-Derived Secretomes from MCF-7 Cells Modulate Bacterial Pathogenic Traits.International journal of molecular sciences · 2026Article
- Starter feed enhances growth, antioxidant capacity, and gut microbiota in Chawula yak calves.Scientific reports · 2026Article
126 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
10 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundCurrently, over half of breast cancer cases are unrelated to known risk factors, highlighting the importance of discovering other cancer-promoting factors. Since crosstalk between gut microbes and host immunity contributes to many diseases, we hypothesized that similar interactions could occur between the recently described breast microbiome and local immune responses to influence breast cancer pathogenesis.
methodsUsing 16S rRNA gene sequencing, we characterized the microbiome of human breast tissue in a total of 221 patients with breast cancer, 18 individuals predisposed to breast cancer, and 69 controls. We performed bioinformatic analyses using a DADA2-based pipeline and applied linear models with White's t or Kruskal-Wallis H-tests with Benjamini-Hochberg multiple testing correction to identify taxonomic groups associated with prognostic clinicopathologic features. We then used network analysis based on Spearman coefficients to correlate specific bacterial taxa with immunological data from NanoString gene expression and 65-plex cytokine assays.
resultsMultiple bacterial genera exhibited significant differences in relative abundance when stratifying by breast tissue type (tumor, tumor adjacent normal, high-risk, healthy control), cancer stage, grade, histologic subtype, receptor status, lymphovascular invasion, or node-positive status, even after adjusting for confounding variables. Microbiome-immune networks within the breast tended to be bacteria-centric, with sparse structure in tumors and more interconnected structure in benign tissues. Notably, Anaerococcus, Caulobacter, and Streptococcus, which were major bacterial hubs in benign tissue networks, were absent from cancer-associated tissue networks. In addition, Propionibacterium and Staphylococcus, which were depleted in tumors, showed negative associations with oncogenic immune features; Streptococcus and Propionibacterium also correlated positively with T-cell activation-related genes.
conclusionsThis study, the largest to date comparing healthy versus cancer-associated breast microbiomes using fresh-frozen surgical specimens and immune correlates, provides insight into microbial profiles that correspond with prognostic clinicopathologic features in breast cancer. It additionally presents evidence for local microbial-immune interplay in breast cancer that merits further investigation and has preventative, diagnostic, and therapeutic potential.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.