Evidence map›Paper›PMID 42597281›Full record

ArticleInternational journal of women's health2026

Prolactin-Linked Plasma Cell-Macrophage Immune Phenotype in Synchronous Bilateral Plasma Cell Mastitis: A Two-Center Prediction Study with Tissue Correspondence.

Weili Chen, Mengting Li, Jiamei Feng, Wenchao Qu, Xinyue Zhang, Siyu Li, Shanyan Sha, Xiaohong Xue, Ke Jiang, Hua Wan

Abstract read
In one paragraph

Article in International journal of women's health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

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4 · The record

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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

10 authors.

Weili Chen *Department of Breast Surgery, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, People's Republic of China.
Mengting Li *Department of Breast Surgery, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, People's Republic of China.
Jiamei FengDepartment of Breast Surgery, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, People's Republic of China.
Wenchao QuDepartment of Breast Surgery, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, People's Republic of China.ORCID 0000-0002-6289-9221
Xinyue ZhangDepartment of Breast Surgery, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, People's Republic of China.
Siyu LiDepartment of Breast Surgery, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, People's Republic of China.
Shanyan ShaDepartment of Breast Surgery, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, People's Republic of China.
Xiaohong XueDepartment of Breast Surgery, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, People's Republic of China.
Ke JiangDepartment of Breast Surgery, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, People's Republic of China.ORCID 0000-0003-1183-3916
Hua WanDepartment of Breast Surgery, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, People's Republic of China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Plasma cell mastitis (PCM) is a chronic inflammatory breast disease characterized histologically by periductal plasma cell-rich infiltration and ductal ectasia. Bilateral involvement occurs in approximately one fifth of patients, but whether synchronous bilateral PCM reflects more extensive local disease or a systemic immunoendocrine phenotype remains unclear. Objective: To examine whether synchronous bilateral PCM is associated with a prolactin (PRL)-centered circulating immune profile that corresponds to local tissue immune features, and to develop a combined biomarker model for identifying bilateral involvement. Methods: This TRIPOD-compliant retrospective study included 300 H&E confirmed PCM patients from Center A for model development and internal testing, and 40 patients from Center B for external assessment. Candidate predictors were screened using LASSO and further refined by multivariable logistic regression. Five machine learning algorithms were compared using the final predictor set. CD38, CD138, and CD68 immunohistochemistry was performed in the internal cohort to assess tissue immune features. Results: The final five-variable signature included disease course, recurrence status, PRL, AISI, and TNF-α. Among the five algorithms, GBM showed the highest discrimination, with AUCs of 0.838 in the internal test set and 0.805 in the external cohort. SHAP analysis identified PRL as the largest contributor to the GBM model and showed a non-linear contribution pattern. Removing PRL reduced AUC across all models and cohorts. Bilateral PCM showed higher CD38, CD138, and CD68 immunohistochemical scores than unilateral PCM. Serum PRL correlated moderately with all three tissue markers, whereas comparable correlations were not evident for TNF-α or CRP. Conclusion: Synchronous bilateral PCM was associated with a PRL-linked dual-arm immune pattern, characterized by circulating immunoendocrine signals and local enrichment of plasma cells and macrophages. These findings suggest that bilateral PCM may represent a systemic immune phenotype rather than only wider local disease. Prospective validation and mechanistic studies are needed.

Indexed as

bilateral involvementimmunoendocrineimmunohistochemistrymachine learningplasma cell mastitisprediction modelprolactin

Identifiers

PMID42597281
PMCPMC13468882

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