Comprehensive Oxidative Stress Profiling and Clinical Correlates in Spondyloarthritis: The Role of Glutathione Peroxidase and Modifiable Lifestyle Factors
Bibliographic record
Abstract
Background: Oxidative stress represents a key pathogenic factor in spondyloarthritis (SpA), yet its comprehensive assessment remains underutilized in routine clinical practice. Objectives: We evaluated oxidative stress biomarker profiles in SpA patients to determine associations with disease activity, systemic inflammation, structural damage, lifestyle factors, and therapeutic responses for practical clinical implementation. Methods: This cross-sectional study included 101 patients meeting the Assessment of SpondyloArthritis International Society (ASAS) 2009 criteria. Oxidative stress assessment utilized a validated biomarker panel: copper, zinc, glutathione peroxidase (GPx), ceruloplasmin (Cp), transferrin (TF), haptoglobin (Hp), bilirubin (BR), and uric acid (UA). Clinical, radiological, lifestyle, and therapeutic data underwent systematic analysis. Results: Glutathione peroxidase activity was elevated in 82.1% of patients, establishing it as the most sensitive oxidative stress marker. Copper levels increased in 30.7% and zinc deficiency occurred in 36.4% of cases. Oxidative stress markers correlated significantly with inflammatory parameters (erythrocyte sedimentation rate [ESR], C-reactive protein [CRP], neutrophil-to-lymphocyte ratio [NLR], platelet-to-lymphocyte ratio [PLR], neutrophil-to-monocyte ratio [NMR], systemic immune-inflammation index [SII]) and disease activity scores (Bath Ankylosing Spondylitis Disease Activity Index [BASDAI], Ankylosing Spondylitis Disease Activity Score based on CRP [ASDAS-CRP], Disease Activity Score 44 [DAS44-CRP]). Higher oxidative stress was associated with a poorer quality of life, as indicated by elevated Ankylosing Spondylitis Quality of Life (ASQoL) scores. Physical activity and adherence to a Mediterranean diet were independently associated with better antioxidant capacity. Smoking and nonsteroidal anti-inflammatory drug (NSAID) use correlated with increased oxidative burden. Anti-tumor necrosis factor alpha (anti-TNFα) therapy was associated with reduced levels of oxidative stress. Structural damage, particularly cervical spine involvement, correlated with heightened oxidative stress. Conclusions: This comprehensive evaluation reveals significant clinical correlations between oxidative stress and multiple disease domains in SpA. Modifiable lifestyle factors and therapeutic interventions have a significant impact on the redox balance. These findings establish practical targets for personalized management. The integration of oxidative stress assessment into routine practice could enhance disease monitoring and inform the development of antioxidant-based therapeutic strategies.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".