ArticleFrontiers in molecular biosciences2021
Identification and Exploration of Novel Macrophage M2-Related Biomarkers and Potential Therapeutic Agents in Endometriosis.
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.
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Who cites it
14 citing papers in PubMed, 1 synthesis or guideline pooled it, 22 citations in OpenAlex.
- Alterations in Cellular Immunity in Patients With Endometriosis: Systematic Review and Meta-Analysis.American journal of reproductive immunology (New York, N.Y. : 1989) · 2026Pooled it
- Machine Learning-Based Identification of Immune Inflammation-Related Genes as Shared Potential Diagnostic Biomarkers in Autism Spectrum Disorder and Atopic Dermatitis.Biomedicines · 2026Article
- Identification and validation of immune-related and inflammation-related genes in endometriosis.Frontiers in endocrinology · 2025Article
- Investigating the diagnostic and prognostic significance of genes related to fatty acid metabolism in hepatocellular carcinoma.BMC gastroenterology · 2024Article
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- Article
- Identification and validation of key genes associated with atrial fibrillation in the elderly.Frontiers in cardiovascular medicine · 2023Article
- Integrated bioinformatic analyses investigate macrophage-M1-related biomarkers and tuberculosis therapeutic drugs.Frontiers in genetics · 2023Article
- Peritoneal immune microenvironment of endometriosis: Role and therapeutic perspectives.Frontiers in immunology · 2023Review
- Article
- Identification ofPharmacogenomics and personalized medicine · 2022Article
- Prognostic signature related to the immune environment of oral squamous cell carcinoma.Open life sciences · 2022Article
- Integrated bioinformatics analysis uncovers characteristic genes and molecular subtyping system for endometriosis.Frontiers in pharmacology · 2022Article
- Understanding the molecular mechanisms of macrophage polarization and metabolic reprogramming in endometriosis: A narrative review.Reproductive medicine and biologyReview
Corrections and comments
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Authors and funding
9 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
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.
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