ArticleFrontiers in genetics2021
ARG2, MAP4K5 and TSTA3 as Diagnostic Markers of Steroid-Induced Osteonecrosis of the Femoral Head and Their Correlation With Immune Infiltration.
Article in Frontiers in genetics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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Who cites it
18 citing papers in PubMed, 22 citations in OpenAlex.
- ALDH5A1 as a key in osteonecrosis of the femoral head: Insights from bioinformatics and experimental validation.Biomedical reports · 2026Article
- Identification and Screening of Lactate-Related Genes as Molecular Markers for Early Diagnosis of Steroid-Induced Osteonecrosis of the Femoral Head.FASEB journal : official publication of the Federation of American Societies for Experimental Biology · 2026Article
- Exploring the pathogenesis of steroid-induced osteonecrosis of the femoral head co-regulated by mesenchymal stem cells and pyroptosis-related genes with the use of transcriptome.European journal of medical research · 2025Article
- Injectable hydrogel regulates immune infiltration through physical and chemical synergy in the treatment of steroid-induced osteonecrosis of the femoral head.Materials today. Bio · 2025Article
- Article
- Exploring the genetic association between immune cells and susceptibility to osteonecrosis using large-scale population data.Heliyon · 2024Article
- [Role and mechanism of macrophage-mediated osteoimmune in osteonecrosis of the femoral head].Zhongguo xiu fu chong jian wai ke za zhi = Zhongguo xiufu chongjian waike zazhi = Chinese journal of reparative and reconstructive surgery · 2024Article
- Unraveling the genetic basis of the causal association between inflammatory cytokines and osteonecrosis.Frontiers in endocrinology · 2024Article
- Biomarkers of ulcerative colitis disease activity CXCL1, CYP2R1, LPCAT1, and NEU4 and their relationship to immune infiltrates.Scientific reports · 2023Article
- Bioinformatics-Based Analysis of Key Genes in Steroid-Induced Osteonecrosis of the Femoral Head That Are Associated with Copper Metabolism.Biomedicines · 2023Article
- Polarization Behavior of Bone Macrophage as Well as Associated Osteoimmunity in Glucocorticoid-Induced Osteonecrosis of the Femoral Head.Journal of inflammation research · 2023Review
- Bioinformatic analysis of related immune cell infiltration and key genes in the progression of osteonecrosis of the femoral head.Frontiers in immunology · 2023Article
- Article
- Bioinformatics analysis to obtain critical genes regulated in subcutaneous adipose tissue after bariatric surgery.Adipocyte · 2022Article
- [Research progress of immune cells regulating the occurrence and development of osteonecrosis of the femoral head].Zhongguo xiu fu chong jian wai ke za zhi = Zhongguo xiufu chongjian waike zazhi = Chinese journal of reparative and reconstructive surgery · 2022Article
- Global research trends of steroid-induced osteonecrosis of the femoral head: A 30-year bibliometric analysis.Frontiers in endocrinology · 2022Article
- Identification of Inflammation-Related Genes and Exploration of Regulatory Mechanisms in Patients with Osteonecrosis of the Femoral Head.BioMed research international · 2022Article
- The role of immune cells in modulating chronic inflammation and osteonecrosis.Frontiers in immunology · 2022Review
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Authors and funding
8 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe diagnosis for steroid-induced osteonecrosis of the femoral head (SONFH) is hard to achieve at the early stage, which results in patients receiving ineffective treatment options and a poor prognosis for most cases. The present study aimed to find potential diagnostic markers of SONFH and analyze the effect exerted by infiltration of immune cells in this pathology. MATERIALS AND
methodsR software was adopted for identifying differentially expressed genes (DEGs) and conducting functional investigation based on the microarray dataset. Then we combined SVM-RFE, WGCNA, LASSO logistic regression, and random forest (RF) algorithms for screening the diagnostic markers of SONFH and further verification by qRT-PCR. The diagnostic values were assessed through receiver operating characteristic (ROC) curves. CIBERSORT was then adopted for assessing the infiltration of immune cells and the relationship of infiltration-related immune cells and diagnostic markers.
resultsWe identified 383 DEGs overall. This study found ARG2, MAP4K5, and TSTA3 (AUC = 0.980) to be diagnostic markers of SONFH. The results of qRT-PCR showed a statistically significant difference in all markers. Analysis of infiltration of immune cells indicated that neutrophils, activated dendritic cells and memory B cells were likely to show the relationship with SONFH occurrence and progress. Additionally, all diagnostic markers had different degrees of correlation with T cell follicular helper, neutrophils, memory B cells, and activated dendritic cells.
conclusionARG2, MAP4K5, and TSTA3 are potential diagnostic genes for SONFH, and infiltration of immune cells may critically impact SONFH occurrence and progression.
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