ArticleFrontiers in immunology2023
Identification of autophagy-related genes in osteoarthritis articular cartilage and their roles in immune infiltration.
Article in Frontiers in immunology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.
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.
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.
Who cites it
24 citing papers in PubMed, 33 citations in OpenAlex.
- Identification of Autophagy-related Genes of the Osteoarthritis Using Machine Learning Algorithm.Biochemical genetics · 2026Article
- c-Myc-PANK3-EMT axis regulates the structure and function of intestinal barrier in ulcerative colitis.Journal of advanced research · 2026Article
- Identification and validation of MYC as an autophagy-related gene for diagnosis and immune infiltration in sepsis-induced myocardial dysfunction.Journal of cardiothoracic surgery · 2026Article
- Mitochondrial autophagy mechanism and berberine therapeutic target discovery in hepatocellular carcinoma based on single-cell and transcriptome analysis.Naunyn-Schmiedeberg's archives of pharmacology · 2026Article
- Article
- The synergistic effect of resveratrol and curcumin on oncogenic lncRNA MAPT-IT1 and ferroptosis-related genes in breast cancer.Naunyn-Schmiedeberg's archives of pharmacology · 2026Article
- Article
- Multi-omics analysis and validation of autophagy-related diagnostic biomarker in osteoarthritis.Annals of medicine · 2025Article
- KLF5 aggravates osteoarthritis progression by inhibiting chondrocyte autophagy via transcriptional activation of PLK2.Scientific reports · 2025Article
- Histopathological Characteristics and Multi-Omics Analysis of Ocular Pigmentation Defects in AlbinoCells · 2025Article
- Identification of MEG3 and MAPK3 as potential therapeutic targets for osteoarthritis through multiomics integration and machine learning.Scientific reports · 2025Article
- Inhibiting the REV-ERBα expression protects against mechanical overloading-induced cartilage clock disruption and osteoarthritis progression.Journal of orthopaedic translation · 2025Article
- Integrative Bulk and Single-Cell Transcriptomic Profiling Reveals Oxidative Stress-Related Genes and Potential Therapeutic Targets in Osteoarthritis.Mediators of inflammation · 2025Article
- Intermittent fasting in osteoarthritis: from mechanistic insights to therapeutic potential.Frontiers in nutrition · 2025Review
- Macrophage Membrane Coated Manganese Dioxide Nanoparticles Loaded with Rapamycin Alleviate Intestinal Ischemia-Reperfusion Injury by Reducing Oxidative Stress and Enhancing Autophagy.International journal of nanomedicine · 2025Article
- Mechanistic Insights Into Celastrol's Anti-Pyroptosis Effects in Osteoarthritis via SIRT2 Upregulation.Mediators of inflammation · 2025Article
- Modulating Autophagy in Osteoarthritis: Exploring Emerging Therapeutic Drug Targets.International journal of molecular sciences · 2024Review
- The role of mitochondrial autophagy in osteoarthritis.iScience · 2024Article
- Identification of osteoblastic autophagy-related genes for predicting diagnostic markers in osteoarthritis.iScience · 2024Article
- Autophagy in Osteoarthritis: A Double-Edged Sword in Cartilage Aging and Mechanical Stress Response: A Systematic Review.Journal of clinical medicine · 2024Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Autophagy plays a critical role in the progression of osteoarthritis (OA), mainly by regulating inflammatory and immune responses. However, the underlying mechanisms remain unclear. This study aimed to investigate the potential relevance of autophagy-related genes (ARGs) associated with infiltrating immune cells in OA. Methods: GSE114007, GSE169077, and ARGs were obtained from the Gene Expression Omnibus (GEO) database and the Human Autophagy database. R software was used to identify the differentially expressed autophagy-related genes (DEARGs) in OA. Functional enrichment and protein-protein interaction (PPI) analyses were performed to explore the role of DEARGs in OA cartilage, and then Cytoscape was utilized to screen hub ARGs. Single-sample gene set enrichment analysis (ssGSEA) was used to conduct immune infiltration analysis and evaluate the potential correlation of key ARGs and immune cell infiltration. Then, the expression levels of hub ARGs in OA were further verified by the GSE169077 and qRT-PCR. Finally, Western blotting and immunohistochemistry were used to validate the final hub ARGs. Results: A total of 24 downregulated genes and five upregulated genes were identified, and these genes were enriched in autophagy, mitophagy, and inflammation-related pathways. The intersection results identified nine hub genes, namely, CDKN1A, DDIT3, FOS, VEGFA, RELA, MAP1LC3B, MYC, HSPA5, and HSPA8. GSE169077 and qRT-PCR validation results showed that only four genes, CDKN1A, DDT3, MAP1LC3B, and MYC, were consistent with the bioinformatics analysis results. Western blotting and immunohistochemical (IHC) showed that the expression of these four genes was significantly downregulated in the OA group, which is consistent with the qPCR results. Immune infiltration correlation analysis indicated that DDIT3 was negatively correlated with immature dendritic cells in OA, and FOS was positively correlated with eosinophils. Conclusion: CDKN1A, DDIT3, MAP1LC3B, and MYC were identified as ARGs that were closely associated with immune infiltration in OA cartilage. Among them, DDIT3 showed a strong negative correlation with immature dendritic cells. This study found that the interaction between ARGs and immune cell infiltration may play a crucial role in the pathogenesis of OA; however, the specific interaction mechanism needs further research to be clarified. This study provides new insights to further understand the molecular mechanisms of immunity involved in the process of OA by autophagy.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.