Evidence map›Paper›PMID 34295919›Full record

ArticleFrontiers in molecular biosciences2021

Identification and Exploration of Novel Macrophage M2-Related Biomarkers and Potential Therapeutic Agents in Endometriosis.

Zhongqi Cui, Ramesh Bhandari, Qin Lei, Mingzhi Lu, Lei Zhang, Mengmei Zhang, Fenyong Sun, Lijin Feng, Shasha Zhao

Open access · goldAbstract read
In one paragraph

Article in Frontiers in molecular biosciences, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed, 1 pooled it
2.9field-weighted citation impact, top 10% 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

14 citing papers in PubMed, 1 synthesis or guideline pooled it, 22 citations in OpenAlex.

  1. Alterations in Cellular Immunity in Patients With Endometriosis: Systematic Review and Meta-Analysis.American journal of reproductive immunology (New York, N.Y. : 1989) · 2026
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  11. Identification ofPharmacogenomics and personalized medicine · 2022
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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

9 authors at 3 institutions in 2 countries.

Zhongqi CuiDepartment of Clinical Laboratory, Shanghai Tenth People's Hospital, Tongji University, Shanghai, China.
Ramesh BhandariDepartment of Clinical Laboratory, Shanghai Tenth People's Hospital, Tongji University, Shanghai, China.
Qin LeiDepartment of Clinical Laboratory, Shanghai Tenth People's Hospital, Tongji University, Shanghai, China.
Mingzhi LuDepartment of Clinical Laboratory, Shanghai Tenth People's Hospital, Tongji University, Shanghai, China.
Lei ZhangDepartment of Clinical Laboratory, Shanghai Tenth People's Hospital, Tongji University, Shanghai, China.
Mengmei ZhangDepartment of Clinical Laboratory, Shanghai Tenth People's Hospital, Tongji University, Shanghai, China.
Fenyong SunDepartment of Clinical Laboratory, Shanghai Tenth People's Hospital, Tongji University, Shanghai, China.
Lijin FengDepartment of Pathology, Shanghai Tenth People's Hospital, Tongji University, Shanghai, China.
Shasha ZhaoDepartment of Clinical Laboratory, Shanghai Tenth People's Hospital, Tongji University, Shanghai, China.
Shanghai Tenth People's Hospital · CNTongji University · CNCollege of Medical Sciences · NP

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Endometriosis (EM) is a chronic neuroinflammatory disorder that is associated with pain and infertility that affects ∼10% of reproductive-age women. The pathophysiology and etiology of EM remain poorly understood, and diagnostic delays are common. Exploration of the underlying molecular mechanism, as well as novel diagnostic biomarkers and therapeutic targets, is urgently needed. Inflammation is known to play a key role in the development of lesions, which are a defining feature of the disorder. In our research, the CIBERSORT and WGCNA algorithms were used to establish a weighted gene co-expression network and to identify macrophage-related hub genes using data downloaded from the GEO database (GSE11691, 7305). The analysis identified 1,157 differentially expressed genes (DEGs) in EM lesions, of which five were identified as being related to M2 macrophages and were validated as differentially expressed by qRT-PCR and immunohistochemistry (IHC). Of these putative novel biomarker genes, bridging integrator 2 (BIN2), chemokine receptor 5 (CCR5), and macrophage mannose receptor 1 (MRC1) were upregulated, while spleen tyrosine kinase (SYK) and metalloproteinase 12 (ADAM12) were downregulated in ectopic endometria vs. normal endometria. Meanwhile, 23 potentially therapeutic small molecules for EM were obtained from the cMAP database, among which topiramate, isoflupredone, adiphenine, dexverapamil, MS-275, and celastrol were the top six molecules with the highest absolute enrichment values. This is our first attempt to use the CIBERSORT and WGCNA algorithms for the identification of novel Mϕ2 macrophage-related biomarkers of EM. Our findings provide novel insights into the impact of immune cells on the etiology of EM; nevertheless, further investigation of these key genes and therapeutic drugs is needed to validate their effects on EM.

Indexed as

CIBERSORTdiagnostic biomarker genesendometriosisM2 macrophagestherapeutic agentsweighted gene co-expression network analysis

Identifiers

PMID34295919
PMCPMC8290202
OpenAlexW3180803435

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.