Regulation of oxidative stress and its modulation by natural health products
Bibliographic record
Abstract
Oxidative stress is characterized by the cellular accumulation of reactive oxygen species (ROS). Increased production of ROS, such as the superoxide anion (O2.-), or a deficiency in their clearance by antioxidant defenses, mediates the cellular pathology. Non-alcoholic fatty liver disease (NAFLD) is a broad spectrum liver disorder commonly manifesting in milieu of the metabolic syndrome. Oxidative stress is an important pathogenic mediator in NAFLD, and in its associated morbidities like atherosclerosis. The objective of my research was to investigate the regulation of oxidative stress and the antioxidant actions of natural health products (NHPs) in the context of NAFLD and its associated disorders. The O2.- generating NADPH oxidase contributes to atherogenesis by facilitating macrophage induced vascular injury. In manuscript I, the plant alkaloid berberine effectively abolished NADPH oxidase mediated O2.- production in lipopolysaccharide stimulated macrophages. Real-time PCR analysis and siRNA transfection studies revealed that berberine mediated its effects through down-regulation of the oxidase’s catalytic subunit gp91phox. Berberine also restored the activity of the O2.- clearing enzyme superoxide dismutase (SOD). High fat diet (HFD) fed rodents are a popular model for investigating NAFLD pathogenesis. In manuscript II, folic acid supplementation significantly reduced HFD-induced hepatic oxidative stress and liver injury in mice. Folic acid decreased NF-kB/DNA binding, down-regulated NADPH oxidase gene expression, and inhibited the oxidase. The antioxidant activities of SOD and catalase were restored and the reduced to oxidized glutathione ratio (GSH:GSSG) was re-established with folic acid supplementation. Folic acid’s hepatoprotective antioxidant effects were associated with a marked improvement in liver histology. Homocysteine (Hcy) levels are perturbed in NAFLD, but the etiology is unclear. In manuscript III, HFD fed mice exhibited decreased Hcy levels. Real-time PCR and Western Immunoblotting analysis revealed that Hcy catabolising enzymes cystathionine-b-synthase (CBS) and cystathionine-g-lyase (CSE) were increased in the liver of these animals. The transsulfuration activities of these enzymes were elevated and coincided with enhanced hepatic hydrogen sulfide biosynthesis. Glutathione was maintained despite increased hepatic oxidative stress. Taken together, NHPs such as berberine and folate, and Hcy catabolising enzymes CBS and CSE, might have therapeutic potential for managing oxidative stress in NAFLD and its associated co-morbidities.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".