Evidence map›Paper›PMID 42920128›Full record

ArticleBMC medicine2026

Ionomics powered single-cell mapping reveals targetable iron dysregulation in endometriosis associated macrophages.

Ming Yuan, Xue Jiao, Le Xu, Shuang Wang, Lei Yan, Zhaoyang Zhong, Qianhui Ren, Xiaoyu Dong, Hongwei Guan, Na Li and 5 more

Abstract read
PubMed Publisher
In one paragraph

Article in BMC medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

15 authors.

Ming Yuan *Department of Obstetrics and Gynecology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, No. 324, Jingwu Weiqi Road, Huaiyin District, Jinan, Shandong, China.
Xue Jiao *Department of Obstetrics and Gynecology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, No. 324, Jingwu Weiqi Road, Huaiyin District, Jinan, Shandong, China.
Le XuDepartment of Obstetrics and Gynecology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, No. 324, Jingwu Weiqi Road, Huaiyin District, Jinan, Shandong, China.
Shuang WangShandong Key Laboratory of Reproductive Research and Birth Defect Prevention, Shandong First Medical University, Jinan, Shandong Province, China.
Lei YanMedical Integration and Practice Center, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China.
Zhaoyang ZhongShandong Key Laboratory of Reproductive Research and Birth Defect Prevention, Shandong First Medical University, Jinan, Shandong Province, China.
Qianhui RenDepartment of Obstetrics and Gynecology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, No. 324, Jingwu Weiqi Road, Huaiyin District, Jinan, Shandong, China.
Xiaoyu DongDepartment of Obstetrics and Gynecology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, No. 324, Jingwu Weiqi Road, Huaiyin District, Jinan, Shandong, China.
Hongwei GuanDepartment of Obstetrics and Gynecology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, No. 324, Jingwu Weiqi Road, Huaiyin District, Jinan, Shandong, China.
Na LiDepartment of Obstetrics and Gynecology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, No. 324, Jingwu Weiqi Road, Huaiyin District, Jinan, Shandong, China.
Chunyan LiDepartment of Obstetrics and Gynecology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, No. 324, Jingwu Weiqi Road, Huaiyin District, Jinan, Shandong, China.
Jing ZhaoDepartment of Obstetrics and Gynecology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, No. 324, Jingwu Weiqi Road, Huaiyin District, Jinan, Shandong, China.
Kun LiuDepartment of Obstetrics and Gynecology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, No. 324, Jingwu Weiqi Road, Huaiyin District, Jinan, Shandong, China.
Xiaoli MengLc-Bio Technologies (Hangzhou) Co.,Ltd, Hangzhou, China.
Guoyun WangDepartment of Obstetrics and Gynecology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, No. 324, Jingwu Weiqi Road, Huaiyin District, Jinan, Shandong, China. wangguoy@sdu.edu.cn.ORCID http://orcid.org/0000-0003-4023-084X

Funding

National Key R&D Program of China 2023YFC2705405National Natural Science Foundation of China 82371653Special foundation for Taishan Scholars No. tstp20230657
6 · The paper itself

Abstract

backgroundEndometriosis affects approximately 10% of women of reproductive age worldwide. Although elemental components of refluxed menstrual blood have been implicated in disease progression, comprehensive ionomic profiling of the endometriotic microenvironment remains limited. Characterizing the localized elemental landscape may generate new hypotheses regarding disease mechanisms.

methodsWe employed inductively coupled plasma mass spectrometry (ICP-MS) to profile 63 elements in endometriotic cyst fluid. Single-cell RNA sequencing (scRNA-seq) was performed to explore cellular subpopulations potentially associated with elemental dysregulation. Senescent red blood cells (sRBCs) were used to model retrograde menstruation in endometriosis. The effects of iron chelation with deferoxamine (DFO) and ferroptosis inhibition with ferrostatin-1 (Fer-1) were evaluated.

resultsICP-MS identified iron as the most significantly elevated element in patients with endometriosis, supported by flow cytometry and Prussian blue staining. ScRNA-seq revealed a macrophage subcluster enriched in endometriotic lesions, co-expressing M2-associated markers and ferroptosis-related genes. Mechanistically, sRBC phagocytosis activated HIF-1α and HO-1 expression in macrophages, accompanied by intracellular iron accumulation, sublethal ferroptotic stress characterized by elevated lipid peroxidation and reactive oxygen species, M2-like polarization, and impaired phagocytic capacity. These iron-laden macrophages suppressed CD8

conclusionsThis exploratory study suggests that sRBC-derived iron overload may be associated with a shift of macrophages toward an immunosuppressive phenotype, potentially linked to the HIF-1α/HO-1/GPX4 pathway. These changes may contribute to local immune dysfunction in endometriosis. These findings highlight macrophage iron metabolism as a potential therapeutic target that warrants validation in larger and independent cohorts.

Indexed as

EndometriosisIronMacrophagesAnimalsDeferoxamineFemaleFerroptosisHumansHypoxia-Inducible Factor 1, alpha SubunitMass SpectrometryMiceSingle-Cell AnalysisDeferoxamineHypoxia-Inducible Factor 1, alpha SubunitIronendometriosisimmunosuppressioninductively coupled plasma mass spectrometry (ICP-MS)Ionomicsiron depositionmacrophagesSingle-cell RNA sequencing

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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.