ArticlePloS one2019
Mitochondrial dysfunction in rheumatoid arthritis: A comprehensive analysis by integrating gene expression, protein-protein interactions and gene ontology data.
Article in PloS one, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.
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Who cites it
22 citing papers in PubMed, 38 citations in OpenAlex.
- Hypoxia as an amplifier of synovial inflammation in rheumatoid arthritis.Nature reviews. Rheumatology · 2026Review
- Geroscience insights into difficult-to-treat rheumatoid arthritis: the role of unhealthy aging, comorbidity, and therapeutic complexity.GeroScience · 2026Review
- Connection Between Mitochondria and Rheumatoid Arthritis and Osteoarthritis: Personalized Treatment Strategies.Current pharmaceutical design · 2026Review
- Synovial fluid o-tyrosine is a potential biomarker for autoimmune-driven rheumatoid arthritis.Clinical rheumatology · 2025Article
- Synovial Fluid as a Crucial Component of the Joint Microenvironment in Rheumatoid Arthritis.Immune network · 2025Review
- Regulation of reactive oxygen species and the role of mitochondrial apoptotic-related genes in rheumatoid arthritis.Scientific reports · 2025Article
- The chemical composition of Diwu YangGan capsule and its potential inhibitory roles on hepatocellular carcinoma by microarray-based transcriptomics.Journal of traditional and complementary medicine · 2024Article
- Increased n-6 Polyunsaturated Fatty Acids Indicate Pro- and Anti-Inflammatory Lipid Modifications in Synovial Membranes with Rheumatoid Arthritis.Inflammation · 2023Article
- A cellular overview of immunometabolism in systemic lupus erythematosus.Oxford open immunology · 2023Review
- Role of reactive oxygen species and mitochondrial damage in rheumatoid arthritis and targeted drugs.Frontiers in immunology · 2023Review
- The Involvement of Glucose and Lipid Metabolism Alteration in Rheumatoid Arthritis and Its Clinical Implication.Journal of inflammation research · 2023Review
- The impact of hyperglycemia upon BeWo trophoblast cell metabolic function: A multi-OMICS and functional metabolic analysis.PloS one · 2023Article
- Mitochondrial Dysfunction Affects the Synovium of Patients with Rheumatoid Arthritis and Osteoarthritis Differently.International journal of molecular sciences · 2022Article
- Mitochondria and sensory processing in inflammatory and neuropathic pain.Frontiers in pain research (Lausanne, Switzerland) · 2022Review
- SARS-CoV-2 spike promotes inflammation and apoptosis through autophagy by ROS-suppressed PI3K/AKT/mTOR signaling.Biochimica et biophysica acta. Molecular basis of disease · 2021Article
- Role of Mitochondria in Physiology of Chondrocytes and Diseases of Osteoarthritis and Rheumatoid Arthritis.Cartilage · 2021Review
- The Role of Cell Organelles in Rheumatoid Arthritis with Focus on Exosomes.Biological procedures online · 2021Review
- Lipid, fatty acid, carnitine- and choline derivative profiles in rheumatoid arthritis outpatients with different degrees of periodontal inflammation.Scientific reports · 2021Article
- An original biomarker for the risk of developing cardiovascular diseases and their complications: Telomere length.Toxicology reports · 2021Article
- Targeting Mitochondrial-Derived Reactive Oxygen Species in T Cell-Mediated Autoimmune Diseases.Frontiers in immunology · 2021Review
Corrections and comments
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Authors and funding
5 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Several studies have reported mitochondrial dysfunction in rheumatoid arthritis (RA). Many nuclear DNA (nDNA) encoded proteins translocate to mitochondria, but their participation in the dysfunction of this cell organelle during RA is quite unclear. In this study, we have carried out an integrative analysis of gene expression, protein-protein interactions (PPI) and gene ontology data. The analysis has identified potential implications of the nDNA encoded proteins in RA mitochondrial dysfunction. Firstly, by analysing six synovial microarray datasets of RA patients and healthy controls obtained from the gene expression omnibus (GEO) database, we found differentially expressed nDNA genes that encode mitochondrial proteins. We uncovered some of the roles of these genes in RA mitochondrial dysfunction using literature search and gene ontology analysis. Secondly, by employing gene co-expression from microarrays and collating reliable PPI from seven databases, we created the first mitochondrial PPI network that is specific to the RA synovial joint tissue. Further, we identified hubs of this network, and moreover, by integrating gene expression and network analysis, we found differentially expressed neighbours of the hub proteins. The results demonstrate that nDNA encoded proteins are (i) crucial for the elevation of mitochondrial reactive oxygen species (ROS) and (ii) involved in membrane potential, transport processes, metabolism and intrinsic apoptosis during RA. Additionally, we proposed a model relating to mitochondrial dysfunction and inflammation in the disease. Our analysis presents a novel perspective on the roles of nDNA encoded proteins in mitochondrial dysfunction, especially in apoptosis, oxidative stress-related processes and their relation to inflammation in RA. These findings provide a plethora of information for further research.
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