Immune Heterogeneity in Breast Cancer Natural History: Benign Breast Disease to Breast Cancer

Benign breast disease (BBD), particularly lesions with atypical hyperplasia, confers an elevated risk of subsequent breast cancer; however, the majority of lesions do not progress, highlighting the need for biomarkers that distinguish indolent from high-risk disease. Emerging evidence suggests that the immune microenvironment may play a critical role in early breast carcinogenesis. We characterized immune heterogeneity across the spectrum of breast disease using Digital Spatial Profiling (DSP) of 21 immune-related proteins across 1,535 regions of interest (ROIs) from three cohorts: invasive breast cancers from the Carolina Breast Cancer Study (CBCS, n=58), a UNC BBD case series (n=20), and a Mayo Clinic BBD case–control cohort (n=177). Unsupervised clustering identified two reproducible immune states: a “High Immune” cluster enriched for adaptive immune markers and a “Quiet Immune” cluster characterized by lower immune activity. High Immune profiles predominated in tumors (77% of ROIs) but were less frequent in BBD (29% UNC; 42% Mayo). Notably, intra-lesional immune heterogeneity was substantially greater in BBD than in tumors, with over half of BBD lesions demonstrating mixed immune states across ROIs, whereas tumors more frequently exhibited immune concordance.

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Publication Details

Journal
UNC Libraries
Published
2026-08-20
DOI
https://doi.org/10.17615/y9mt-3k34
Primary Topic
Cancer Immunotherapy and Biomarkers
Type
article
Field-Weighted Citation Impact
0.00
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article

Immune Heterogeneity in Breast Cancer Natural History: Benign Breast Disease to Breast Cancer

Amy Zhang
UNC Libraries
Cancer Immunotherapy and Biomarkers
article

Immune Heterogeneity in Breast Cancer Natural History: Benign Breast Disease to Breast Cancer

Amy Zhang
article en

Abstract

Benign breast disease (BBD), particularly lesions with atypical hyperplasia, confers an elevated risk of subsequent breast cancer; however, the majority of lesions do not progress, highlighting the need for biomarkers that distinguish indolent from high-risk disease. Emerging evidence suggests that the immune microenvironment may play a critical role in early breast carcinogenesis. We characterized immune heterogeneity across the spectrum of breast disease using Digital Spatial Profiling (DSP) of 21 immune-related proteins across 1,535 regions of interest (ROIs) from three cohorts: invasive breast cancers from the Carolina Breast Cancer Study (CBCS, n=58), a UNC BBD case series (n=20), and a Mayo Clinic BBD case–control cohort (n=177). Unsupervised clustering identified two reproducible immune states: a “High Immune” cluster enriched for adaptive immune markers and a “Quiet Immune” cluster characterized by lower immune activity. High Immune profiles predominated in tumors (77% of ROIs) but were less frequent in BBD (29% UNC; 42% Mayo). Notably, intra-lesional immune heterogeneity was substantially greater in BBD than in tumors, with over half of BBD lesions demonstrating mixed immune states across ROIs, whereas tumors more frequently exhibited immune concordance.

UNC Libraries
University of North Carolina at Chapel Hill (US)
Good health and well-being
Openalex Percentile: Top 13%
Cancer Immunotherapy and Biomarkers
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