Evidence map›Paper›PMID 41230044›Full record

ArticleInternational journal of women's health2025

Uterine NK Cell Polarization Associates with Chronic Endometritis and Predisposition to Recurrent Implantation Failure.

Qiuyin Xie, Lu Zhang, Jing Yang, Mengjie Yang, Qiyuan Li, Qionghua Chen

Abstract read
In one paragraph

Article in International journal of women's health, 2025. 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. Endometrial immune dysregulation shapes CD8Frontiers in immunology · 2026
    Article
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

6 authors.

Qiuyin Xie *The School of Clinical Medicine, Fujian Medical University, Fuzhou, Fujian, People's Republic of China.
Lu Zhang *Laboratory of Research and Diagnosis of Gynecological Diseases of Xiamen City, Clinical Medical Research Center for Obstetrics and Gynecology Diseases of Fujian Province, Department of Obstetrics and Gynecology, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, People's Republic of China.
Jing YangNational Institute for Data Science in Health and Medicine, Xiamen University, Xiamen, People's Republic of China.
Mengjie YangLaboratory of Research and Diagnosis of Gynecological Diseases of Xiamen City, Clinical Medical Research Center for Obstetrics and Gynecology Diseases of Fujian Province, Department of Obstetrics and Gynecology, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, People's Republic of China.
Qiyuan LiNational Institute for Data Science in Health and Medicine, Xiamen University, Xiamen, People's Republic of China.
Qionghua ChenThe School of Clinical Medicine, Fujian Medical University, Fuzhou, Fujian, People's Republic of China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Disturbances in the endometrial immune microenvironment, particularly uterine natural killer (uNK) cell polarization, are linked to chronic endometritis (CE) and recurrent implantation failure (RIF). However, the underlying mechanisms and a lack of reliable biomarkers hinder effective clinical diagnosis and treatment. Methods: We integrated public single-cell RNA sequencing (scRNA-seq) datasets to characterize endometrial immune cell dynamics. Single-cell regulatory network inference identified key transcription factors (TFs) regulating uNK subtypes, and their functions were explored via pathway enrichment. A diagnostic model was subsequently developed and validated using bulk RNA-seq data from CE and RIF cohorts. Results: Our analysis identified two functionally distinct uNK subtypes: cytotoxic uNK2 cells regulated by TFs EOMES and ELF4, and uNK3 cells involved in platelet activation and tight junctions, driven by ELK4 and IRF1. The abundance of these TFs correlated with their respective uNK subtype proportions moderately (p< 0.001). Key marker genes-AFAP1L2, KLRC1, and SOCS1 for uNK2, and SAMD3 for uNK3-were identified and demonstrated altered expression patterns in samples from patients with CE and RIF. In a bulk RNA-seq dataset comprising 51 endometrial samples (18 CE and 33 normal), the ratio of uNK2/uNK3 signature expression was notably upregulated in CE samples. This finding was corroborated in an independent RIF dataset. The diagnostic model based on these markers demonstrated strong predictive power. For CE, the AUC for SDC1 was 0.48, the uNK2/uNK3 ratio was 0.675, and the logistic model reached 0.822. For RIF, the uNK2/uNK3 ratio had an AUC of 0.823, while the logistic model achieved 0.83. Conclusion: Our findings suggested that an imbalance in uNK cell polarization was a key feature of immune dysregulation in CE and RIF, with the uNK2/uNK3 signature ratio emerging as a potential biomarker. Extensive validation in prospective clinical cohorts and through functional experiments is essential to confirm the clinical utility and therapeutic potential of targeting these uNK subtypes to improve reproductive health.

Indexed as

chronic endometritisimmune microenvironmentNK cell polarizationrecurrent implantation failuresingle-cell sequencing

Identifiers

PMID41230044
PMCPMC12604584

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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.