Evidence map›Paper›PMID 42079576›Full record

ArticleFrontiers in immunology2026

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

Junjie Liu, Rui Zhang, Ziyan Li, Xiaoqian Li, Xuetao Yuan, Jingyi Zhang, Na Chai, Yunpeng Zhang, Huimin Zhang

Abstract read
In one paragraph

Article in Frontiers in immunology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–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. Review
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

9 authors.

Junjie LiuDepartment of Breast Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China.
Rui ZhangDepartment of Breast Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China.
Ziyan LiDepartment of Dermatology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China.
Xiaoqian LiDepartment of Breast Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China.
Xuetao YuanDepartment of General Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China.
Jingyi ZhangDepartment of Breast Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China.
Na ChaiDepartment of Breast Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China.
Yunpeng ZhangDepartment of Pathology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China.
Huimin ZhangDepartment of Breast Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

B-LymphocytesBreast NeoplasmsImmunologic SurveillanceFemaleHumansLymphatic MetastasisLymph NodesMultiomicsPrognosisProteomicsTumor Microenvironmentimmune surveillancemulti-omicsoccult breast cancerprognosistumor microenvironment

Identifiers

PMID42079576
PMCPMC13133082

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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.