Evidence map›Paper›PMID 41181111›Full record

ArticleFrontiers in immunology2025

Single-cell RNA sequencing analysis reveals cell landscape and gene signatures associated with granulomatous lobular mastitis.

Junyue Wang, Yifei Zeng, Mengjie Wang, Dongxiao Zhang, Xulong Zhang, Min Liu, Yudong Li, Xiaolong Xu

Abstract read
In one paragraph

Article in Frontiers in immunology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Review
  2. Review
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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.

Junyue WangSchool of Clinical Medicine, Beijing University of Chinese Medicine, Beijing, China.
Yifei ZengDepartment of Breast, Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing, China.
Mengjie WangDepartment of Breast, Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing, China.
Dongxiao ZhangDepartment of Breast, Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing, China.
Xulong ZhangDepartment of Immunology, School of Basic Medical Sciences, Capital Medical University, Beijing, China.
Min LiuDepartment of Pathology, Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing, China.
Yudong LiDepartment of Breast, Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing, China.
Xiaolong XuDepartment of Breast, Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Granulomatous lobular mastitis (GLM) is a refractory chronic inflammatory breast disease characterized by granuloma formation and recurrent abscesses, yet its molecular pathogenesis remains poorly understood. To address this knowledge gap, we aimed to systematically compare the immune microenvironment between GLM and healthy breast tissues, reveal disease-associated cellular subpopulations, and characterize key dysregulated genes and pathways driving GLM pathogenesis. Methods: We performed single-cell RNA sequencing (scRNA-seq) on breast tissue samples from 3 patients with GLM and 3 healthy controls. The sequencing data were subjected to cell clustering, cell abundance comparison, and differential gene analysis to assess immune microenvironment differences. We performed macrophage subtyping and revealed differentially expressed genes. Using GO/KEGG analysis, we characterized signaling pathway disparities in M1 macrophages to investigate potential pathogenic mechanisms. Results: 11 major cell types were detected through scRNA-seq. In GLM tissues, immune cell infiltration was significantly increased ( Conclusion: To our knowledge, this is the first scRNA-seq study of GLM, identifying 11 major cellular populations and implicating macrophages-especially M1 subtype-as central to disease immunopathology. We report dysregulated expression of CD64, NADPH oxidase components, and TRAIL, prompting the hypothesis that phagocytic function may be impaired and nominating this axis as a potential therapeutic target.

Indexed as

Granulomatous MastitisSingle-Cell AnalysisTranscriptomeAdultFemaleGene Expression ProfilingHumansMacrophagesMiddle AgedNeutrophilsRNA-SeqSequence Analysis, RNAgranulomatous lobular mastitisimmune systemM1 macrophagesmacrophagesingle-cell RNA-seq

Identifiers

PMID41181111
PMCPMC12571661

What Socratic holds

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Registered trials

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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 Socratic graph.