Evidence map›Paper›PMID 33685511›Full record

ArticleCell & bioscience2021

Single-cell transcriptomic analysis of eutopic endometrium and ectopic lesions of adenomyosis.

Zhiyong Liu, Zhonghua Sun, Hongyun Liu, Weipin Niu, Xin Wang, Na Liang, Xin Wang, Yanfei Wang, Yaxin Shi, Li Xu and 1 more

Open access · goldAbstract read
In one paragraph

Article in Cell & bioscience, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
35citing papers in PubMed, 2 pooled it
6.2field-weighted citation impact, top 3% of its field
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

35 citing papers in PubMed, 2 syntheses or guidelines pooled it, 48 citations in OpenAlex.

  1. Pooled it
  2. Adenomyosis as a Risk Factor for Myometrial or Endometrial Neoplasms-Review.International journal of environmental research and public health · 2022
    Pooled it
  3. Review
  4. Article
  5. Review
  6. CD11dGenes and immunity · 2026
    Article
  7. Divergent Associations of the VEGF (Medicina (Kaunas, Lithuania) · 2026
    Article
  8. Article
  9. Review
  10. Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Endometriosis and adenomyosis unveiled through single-cell glasses.American journal of obstetrics and gynecology · 2025
    Review
  18. Article
  19. Review
  20. Review
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

11 authors at 4 institutions in 1 country.

Zhiyong Liu *Central Laboratory, The Affiliated Hospital of Shandong University of Traditional Chinese Medicine, No. 16369 Jingshi Road, Jinan, 250014, Shandong, China.
Zhonghua Sun *Medical Department, The Affiliated Hospital of Shandong University of Traditional Chinese Medicine, No. 16369 Jingshi Road, Jinan, 250014, Shandong, China.
Hongyun LiuDepartment of Gynecology, Linyi Central Hospital, No. 17 Jiankang Road, Yishui, 276400, Shandong, China.
Weipin NiuCentral Laboratory, The Affiliated Hospital of Shandong University of Traditional Chinese Medicine, No. 16369 Jingshi Road, Jinan, 250014, Shandong, China.
Xin WangGrade Three Laboratory of Traditional Chinese Medicine Preparation of National Administration of Traditional Chinese Medicine, The Affiliated Hospital of Shandong University of Traditional Chinese Medicine, No. 16369 Jingshi Road, Jinan, 250014, Shandong, China.ORCID http://orcid.org/0000-0002-3494-999X
Na LiangDepartment of Traditional Chinese Medicine, Shandong Provincial Qianfoshan Hospital, The First Affiliated Hospital of Shandong First Medical University, No. 16766 Jingshi Road, Jinan, 250014, Shandong, China.
Xin WangDepartment of Gynecology, The Affiliated Hospital of Shandong University of Traditional Chinese Medicine, No. 16369 Jingshi Road, Jinan, 250014, Shandong, China.ORCID http://orcid.org/0000-0002-6139-8986
Yanfei WangDepartment of Gynecology, The Affiliated Hospital of Shandong University of Traditional Chinese Medicine, No. 16369 Jingshi Road, Jinan, 250014, Shandong, China.
Yaxin ShiDepartment of Gynecology, The Affiliated Hospital of Shandong University of Traditional Chinese Medicine, No. 16369 Jingshi Road, Jinan, 250014, Shandong, China.
Li XuDepartment of Traditional Chinese Medicine, Shandong Provincial Hospital Affiliated to Shandong First Medical University, No. 324 Jingwu Road, Jinan, 250021, Shandong, China. xulisw@126.com.
Wei ShiDepartment of Gynecology, The Affiliated Hospital of Shandong University of Traditional Chinese Medicine, No. 16369 Jingshi Road, Jinan, 250014, Shandong, China. 71000131@sdutcm.edu.cn.ORCID http://orcid.org/0000-0001-9485-0038
Shandong University of Traditional Chinese Medicine · CNAffiliated Hospital of Shandong University of Traditional Chinese Medicine · CNShandong Provincial Hospital · CNShandong Provincial QianFoShan Hospital · CN

Funding

Major Scientific and Technological Innovation Projects in Shandong Province 2018CXGC1309National Natural Science Foundation of China 81873330National Natural Science Foundation of China 81904243the Natural Science Foundation of Shandong Province, China ZR2020QH337the Science and Technology Plan Project of Jinan 201907106the Shandong Province: Taishan Scholars Project tsqn201909185The Traditional Chinese Medicine Science and Technology Development Plan Project of Shandong Province 2017-070
6 · The paper itself

Abstract

backgroundAdenomyosis (AM) is a common benign chronic gynaecological disorder; however, the precise pathogenesis of adenomyosis is still poorly understood. Single-cell RNA sequencing (scRNA-seq) can uncover rare subpopulations, explore genetic and functional heterogeneity, and reveal the uniqueness of each cell. It provides us a new approach to reveal biological issues from a more detailed and microscopic perspective. Here, we utilize this revolutionary technology to identify the changes of gene expression patterns between ectopic lesions and the eutopic endometrium at the single-cell level and explore a potential novel pathogenesis of AM.

methodsA control endometrium (sample with leiomyoma excluding endometrial disorders, n = 1), eutopic endometrium and ectopic lesion (from a patient with adenomyosis, n = 1) samples were analysed by scRNA-seq, and additional leiomyoma (n = 3) and adenomyosis (n = 3) samples were used to confirm colocalization and vasculogenic mimicry (VM) formation. Protein colocalization was visualized by immunofluorescence, and CD34-periodic acid-Schiff (PAS) double staining was used to assess the formation of VM.

resultsThe scRNA-seq results suggest that cancer-, cell motility- and inflammation- (CMI) associated terms, cell proliferation and angiogenesis play important roles in the progression of AM. Moreover, the colocalization of EPCAM and PECAM1 increased significantly in the ectopic endometrium group (P < 0.05), cell subpopulation with high copy number variation (CNV) levels possessing tumour-like features existed in the ectopic lesion sample, and VNN1- and EPCAM-positive cell subcluster displayed active cell motility in endometrial epithelial cells. Furthermore, during the transformation of epithelial cells to endothelial cells, we observed the significant accumulation of VM formation (positively stained with PAS but not CD34, P < 0.05) in ectopic lesions.

conclusionsIn the present study, our results support the theory of adenomyosis derived from the invasion and migration of the endometrium. Moreover, cell subcluster with high CNV level and tumour-associated characteristics is identified. Furthermore, epithelial-endothelial transition (EET) and the formation of VM in tumours, the latter of which facilitates the blood supply and plays an important role in maintaining cell growth, were also confirmed to occur in AM. These results indicated that the inhibition of EET and VM formation may be a potential strategy for AM management.

Indexed as

AdenomyosisEpithelial-endothelial transitionMalignant tumour characteristicSingle-cell RNA sequencingVasculogenic mimicry

Identifiers

PMID33685511
PMCPMC7938473
OpenAlexW3122148470

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LicenceCC BY
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Registered trials

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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.