Evidence map›Paper›PMID 40514455›Full record

ArticleArchives of gynecology and obstetrics2025

Using proteomics and single-cell sequencing to analyze the pathogenesis of recurrent implantation failure associated with uterine natural killer cells.

Yu-Qin Hu, Xin-Xian Zhang, Ting-Ting Zhao, Xiao-Hua Wu

Abstract read
In one paragraph

Article in Archives of gynecology and obstetrics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Review
  2. Review
  3. Endometrial immune dysregulation shapes CD8Frontiers in immunology · 2026
    Article
  4. Article
  5. 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

4 authors.

Yu-Qin HuHebei Medical University, 361 East Zhongshan Road, Shijiazhuang, Hebei, China.
Xin-Xian ZhangHebei Medical University, 361 East Zhongshan Road, Shijiazhuang, Hebei, China.
Ting-Ting ZhaoHebei Medical University, 361 East Zhongshan Road, Shijiazhuang, Hebei, China.
Xiao-Hua WuHebei Medical University, 361 East Zhongshan Road, Shijiazhuang, Hebei, China. doctorwu0307@126.com.

Funding

Medical Science Research Project of Hebei 20251109Natural Science Foundation of Hebei Province H2023106006The Key Research and Development project of Hebei Province 213777102D
6 · The paper itself

Abstract

problemRecurrent implantation failure (RIF) affects about 10% of infertility patients and may involve mid-luteal phase endometrial natural killer (NK) cells. The pathogenesis of NK cells in RIF remains unclear. METHOD OF STUDY: Our study integrated proteomics data from endometrial tissues of six RIF patients and six controls, with single-cell sequencing insights.

resultsOur proteomics analysis identified 1366 differentially expressed proteins (DEPs) between RIF and control groups, highlighting alterations in cellular processes, such as cytoplasmic translation and mRNA processing. Functional enrichment analysis revealed significant associations with pathways involved in amyotrophic lateral sclerosis and proteasomes. The DEPs were transformed into differentially expressed genes1 (DEGs1) by ID-transformation. 33 candidate genes were detected when ID-transformed 1210 DEGs1 were intersected with 752 DEGs2 from NK cells. After that, the proteomics sequencing data validation showed that the expression of AMPD3, H6PD, and PAK2 was consistent and significantly different from the GSE111974 dataset and classified as crucial genes. In addition, analysis of single-cell sequencing data annotated fibroblast-like stromal cells, NK cells, T cells, and endothelial cells, and these three essential genes showed that they were expressed in NK cells. Crossing the signaling pathways of key genes with those enriched for DEPs yielded the 'Escherichia coli infection' possibly associated with RIF. Finally, the transcription factor HR had a strong regulatory effect on the PAK2.

conclusionFinally, identifying three key genes (AMPD3, H6PD and PAK2) associated with RIF and the regulatory solid roles of HR and PAK2 provided a basis for understanding the molecular mechanism of RIF. Our findings may pave the way for developing targeted therapies to improve pregnancy outcomes in patients with RIF.

Indexed as

Embryo ImplantationEndometriumInfertility, FemaleKiller Cells, NaturalAdultCase-Control StudiesFemaleHumansProteomicsSingle-Cell AnalysisNK cellsProteomicsRecurrent implantation failureSingle-cell sequencing

Identifiers

PMID40514455
PMCPMC12374899

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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.