Evidence map›Paper›PMID 42671637›Full record

ArticleBreast cancer research and treatment2026

Body mass index-associated gut microbial taxa and functional pathways in women with benign and malignant breast disease.

Jack W Sample, Stephen Johnson, Tanya L Hoskin, Matteo Redaelli, Marina R Walther-Antonio, Jun Chen, Amy C Degnim, Tina J Hieken

Abstract read
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In one paragraph

Article in Breast cancer research and treatment, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Jack W SampleDivision of Breast and Melanoma Surgical Oncology, Department of Surgery, Mayo Clinic, 200 First Street SW, Rochester, 55905, MN, USA.
Stephen JohnsonDepartment of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA.
Tanya L HoskinDepartment of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA.
Matteo RedaelliDivision of Breast and Melanoma Surgical Oncology, Department of Surgery, Mayo Clinic, 200 First Street SW, Rochester, 55905, MN, USA.
Marina R Walther-AntonioDepartment of Obstetrics and Gynecology, Mayo Clinic, Rochester, MN, USA.
Jun ChenDepartment of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA.
Amy C DegnimDivision of Breast and Melanoma Surgical Oncology, Department of Surgery, Mayo Clinic, 200 First Street SW, Rochester, 55905, MN, USA.
Tina J HiekenDivision of Breast and Melanoma Surgical Oncology, Department of Surgery, Mayo Clinic, 200 First Street SW, Rochester, 55905, MN, USA. hieken.tina@mayo.edu.ORCID https://orcid.org/0000-0002-4277-8692

Funding

Mayo Clinic Center for Clinical and Translational Science (CCaTS UL1 Supplement - Dr. Timothy Curry)UL1TR002377 · NCATS · MAYO CLINIC ROCHESTER · PI VESNA D GAROVIC · 2017 to 2026
$78.4M
NCATS NIH HHS UL1TR002377
6 · The paper itself

Abstract

purposeObesity is an established risk factor for breast cancer and is associated with alterations in gut microbial composition. We evaluated associations among body mass index (BMI), breast density, gut microbial diversity and composition and microbial functional pathways in women undergoing surgery for benign, high-risk/non-invasive, and invasive breast disease.

methodsPreoperative stool samples were collected from 131 women (median age 59) with benign (n = 23), high-risk/non-invasive (n = 47), or malignant (n = 61) disease. Shallow shotgun metagenomic sequencing was performed. Taxonomic profiling used Sourmash 4.2.4 (GTDBv207 reference database); functional profiling employed HUMAnN 3.6 with gene families mapped to MetaCyc pathways.

resultsα-diversity differed across diagnosis groups and inversely correlated with increasing BMI (Inverse Simpson p = 0.025). β-diversity differed by diagnosis group and BMI. No significant differences in diversity were observed based on age, menopausal status or mammographic breast density. BMI was also associated with enrichment of Dorea, Blautia, and Streptococcus species. Functional pathway profiling showed greater relative abundance of genes involved in NAD biosynthesis, folate metabolism, and aromatic amino acid metabolism pathways with higher BMI. Cross-referencing the most significant taxonomic and functional pathway findings suggested enrichment of Blautia species, via tryptophan metabolism, might link to NAD biosynthesis.

conclusionIn this study of women with benign, high-risk/non-invasive, and invasive breast disease, BMI was associated with distinct differences in gut microbial taxonomy and functional pathway profiles. These hypothesis-generating findings provide a rationale for future study to determine how the obesity-associated microbiome contributes to breast cancer development. CLINICAL TRIAL NUMBER: Not applicable.

Indexed as

Body Mass IndexBreast NeoplasmsGastrointestinal MicrobiomeObesityAdultAgedFemaleHumansMetagenomeMetagenomicsMiddle AgedBreast densityBreast neoplasmsDorea formicigeneransDysbiosisGut microbiomeObesityTryptophan

Identifiers

PMID42671637

What OpenQuestion holds

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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.