Minimizing Tocopherol-Mediated Radical Phase Transfer in Low-Density Lipoprotein Oxidation with an Amphiphilic Unsymmetrical Azo Initiator
Bibliographic record
Abstract
The antioxidant alpha-tocopherol (alpha-TOH) has been found to act as a pro-oxidant under many in vitro conditions. The observed tocopoherol-mediated peroxidation (TMP) is dependent on two primary factors. (1) Chain transfer: alpha-TO. radical reacts with lipid to form lipid peroxyl radicals. (2) Phase transfer: alpha-TOH can transport radical character into the lipoprotein. Given the limitations of existing initiators, there is a need for new compounds that avoid the requirement for alpha-TOH to act as a phase-transfer agent. We report here a study showing that the new unsymmetrical azo compound, C-8, initiates LDL lipid peroxidation without requirement for alpha-TOH. This initiator provides a steady source of free amphiphilic peroxyl radicals that efficiently initiates oxidation of alpha-TOH-depleted LDL at a rate comparable to that reported for the very reactive hydroxyl radical (.OH). With other initiators tested, unsymmetrical C-12 and C-16 and symmetrical C-0 and MeOAMVN, alpha-TOH-depleted LDL displayed significant resistance to oxidation. Results indicate that the amphiphilic nature of the unsymmetrical initiators increases their partitioning into lipoprotein depending on the hydrocarbon chain length, and the symmetrical azo initiators C-0 and MeOAMVN primarily remain in the aqueous phase. Evidence suggests that even when the phase-transfer activity of alpha-TOH is limited, with the use of an initiator such as C-8, the mechanism of peroxidation remains controlled by TMP chain-transfer activity.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".