B cell-mediated immune surveillance defines the favorable prognosis of occult breast cancer: a multi-omics study

Background: Occult breast cancer (OBC) presents with axillary lymph node (ALN) metastases without detectable primary tumor (PT) yet exhibits paradoxically favorable prognosis compared to non-occult breast cancer (non-OBC). We aimed to elucidate mechanisms underlying PT clearance by integrating multi-omics approaches to characterize the unique immune landscape. Methods: Survival outcomes were validated using the Surveillance, Epidemiology, and End Results (SEER) database (n=12,162) with propensity score matching (PSM). Molecular features were characterized via quantitative proteomics, while immune landscapes were assessed using bulk transcriptomics. Single-cell RNA sequencing (scRNA-seq) and CellChat analysis dissected cellular heterogeneity and intercellular communication within tumor microenvironment. Results: Survival analysis confirmed OBC patients have survival comparable to T1N+M0 but significantly better than T2-3N+M0 breast cancer (BC) patients. Proteomic profiling identified B cell-related pathway upregulation in OBC lymph nodes (LN). Transcriptomics revealed enriched B cell infiltration in T1 tumors correlating with improved survival. scRNA-seq further demonstrated that B cells in T1 tumors act as central hubs in intercellular communication. These cells orchestrate a robust anti-tumor response via multi-faceted secretory signals (e.g., tumor necrosis factor, TNF; B-cell activating factor, BAFF) and contact-dependent interactions (e.g., CD40; major histocompatibility complex, MHC), effectively recruiting and activating immune effectors. Conclusion: Our findings suggest that B cell-mediated immune surveillance may be a key mechanism contributing to the clearance of PT in OBC. These exploratory results underscore the potential of B cells as prognostic biomarkers and therapeutic targets in BC, pending functional validation in larger cohorts.

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Publication Details

Journal
Frontiers in Immunology
Published
2026-04-17
DOI
https://doi.org/10.3389/fimmu.2026.1813674
Primary Topic
Cancer Immunotherapy and Biomarkers
Type
article
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article

B cell-mediated immune surveillance defines the favorable prognosis of occult breast cancer: a multi-omics study

Z Li, Na Chai, J H Liu, Y. Zhang et al.
Frontiers in Immunology
Cancer Immunotherapy and Biomarkers
article

B cell-mediated immune surveillance defines the favorable prognosis of occult breast cancer: a multi-omics study

Z Li, Na Chai, J H Liu, Y. Zhang, J Zhang, Rui Zhang, Xiaoqian Li, Xuetao Yuan, Huimin Zhang
article en

Abstract

Background: Occult breast cancer (OBC) presents with axillary lymph node (ALN) metastases without detectable primary tumor (PT) yet exhibits paradoxically favorable prognosis compared to non-occult breast cancer (non-OBC). We aimed to elucidate mechanisms underlying PT clearance by integrating multi-omics approaches to characterize the unique immune landscape. Methods: Survival outcomes were validated using the Surveillance, Epidemiology, and End Results (SEER) database (n=12,162) with propensity score matching (PSM). Molecular features were characterized via quantitative proteomics, while immune landscapes were assessed using bulk transcriptomics. Single-cell RNA sequencing (scRNA-seq) and CellChat analysis dissected cellular heterogeneity and intercellular communication within tumor microenvironment. Results: Survival analysis confirmed OBC patients have survival comparable to T1N+M0 but significantly better than T2-3N+M0 breast cancer (BC) patients. Proteomic profiling identified B cell-related pathway upregulation in OBC lymph nodes (LN). Transcriptomics revealed enriched B cell infiltration in T1 tumors correlating with improved survival. scRNA-seq further demonstrated that B cells in T1 tumors act as central hubs in intercellular communication. These cells orchestrate a robust anti-tumor response via multi-faceted secretory signals (e.g., tumor necrosis factor, TNF; B-cell activating factor, BAFF) and contact-dependent interactions (e.g., CD40; major histocompatibility complex, MHC), effectively recruiting and activating immune effectors. Conclusion: Our findings suggest that B cell-mediated immune surveillance may be a key mechanism contributing to the clearance of PT in OBC. These exploratory results underscore the potential of B cells as prognostic biomarkers and therapeutic targets in BC, pending functional validation in larger cohorts.

Frontiers in ImmunologyVol. 17
First Affiliated Hospital of Xi'an Jiaotong University (CN)
Good health and well-being
Openalex Percentile: Top 22%
Cancer Immunotherapy and Biomarkers
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