Lectin-Like Oxidized Low-Density Lipoprotein Receptor-1 (LOX-1), a Relevant Target for Diabetic Vasculopathy?
Bibliographic record
Abstract
Mechanisms through which major risk factors accelerate diabetic angiopathy include low density lipoprotein (LDL) oxidation and advanced glycation end products (AGEs) formation. Lectin-like oxidized LDL receptor (LOX-1) is a newly identified vascular receptor for oxidized LDL (oxLDL) and AGEs. LOX-1 is up-regulated in vascular endothelium of diabetic animals and thus may be relevant to the development and progression of human diabetic vasculopathy. The mechanisms responsible for LOX-1 induction in diabetes remain unclear but appear to involve metabolic and inflammatory stimuli relevant to diabetes. Such factors may impact on LOX-1-mediated pro-atherogenic events, including endothelial dysfunction and plaque destabilization. Previous studies have shown that drugs commonly used in the treatment of type 2 diabetic patients, including statins and antidiabetic agents, inhibit endothelial LOX-1 expression. This review summarizes recent advances related to the role of LOX-1 in macrovascular diseases, its regulation by some derangements commonly found in diabetic patients and its modulation by vasculoprotective drugs.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.012 | 0.029 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.003 | 0.002 |
| Insufficient payload (model declined to judge) | 0.000 | 0.002 |
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; both teacher heads agree on what is shown here.
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".