Evidence map›Paper›PMID 41546731›Full record

ArticleJournal of molecular histology2026

Single-cell sequencing reveals that neutrophils mediate the inflammatory response in the placenta of women with GDM.

Shi Yin, Na Zhuo, Qing Duan, Jinyu Song, Chunrui Yang

Abstract read
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In one paragraph

Article in Journal of molecular histology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed, 1 pooled it
–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 synthesis or guideline pooled it.

  1. Pooled it
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

5 authors.

Shi YinHealth Management Examination Department, The Second Hospital of Tianjin Medical University, Tianjin, 300211, China.
Na ZhuoUltrasound Department, The Second Hospital of Tianjin Medical University, Tianjin, 300211, China.
Qing DuanUltrasound Department, The Second Hospital of Tianjin Medical University, Tianjin, 300211, China.
Jinyu SongUltrasound Department, The Second Hospital of Tianjin Medical University, Tianjin, 300211, China.
Chunrui YangDepartment of Pathology, The Second Hospital of Tianjin Medical University, 23 Pingjiang Road, Tianjin, 300211, China. tjwqycr@163.com.

Funding

Youth Fund of the Second Hospital of Tianjin Medical University 2020ydey06
6 · The paper itself

Abstract

Gestational diabetes mellitus (GDM) is a pregnancy-associated metabolic disorder characterized by insulin resistance and hyperglycemia, posing significant risks to maternal-fetal health. While placental inflammation contributes to GDM pathology, its cellular mechanisms remain incompletely understood. Leveraging public single-cell RNA sequencing (scRNA-seq) data, we constructed a cellular atlas of GDM and control placental tissues, identifying 14 transcriptionally distinct populations. Neutrophil_1 emerged as the dominant pro-inflammatory subset, exhibiting amplified interactions with macrophages and T cells that exacerbate inflammatory responses. Pseudotime trajectory analysis revealed Neutrophil_2 as a precursor state differentiating toward the Neutrophil_1 lineage through transcriptionally regulated programming. Critically, Arginine catabolism and Nicotinate/nicotinamide metabolism were found to modulate Neutrophil_1's pro-inflammatory functions. Our findings implicate pathogenic neutrophil subsets in GDM progression and nominate arginase and NAMPT inhibition as potential therapeutic strategies for mitigating neutrophil-mediated placental inflammation.

Indexed as

Diabetes, GestationalInflammationNeutrophilsPlacentaSingle-Cell AnalysisFemaleHumansPregnancySingle-Cell Gene Expression AnalysisGestational diabetes mellitusNeutrophil heterogeneityPlacental inflammationSingle-cell RNA sequencing

Identifiers

What OpenQuestion holds

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Registered trials

None linked

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.