Effects of Metal Ion Binding on Structural Dynamics of Human Hemopexin
Why this work is in the frame
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Bibliographic record
Abstract
Hemopexin (Hx) functions as a major heme scavenging protein in blood plasma and as such circulates without heme bound. In recent work, we have demonstrated that Hx binds metal ions in vitro in a manner that varies from one metal ion to another and that changes with heme binding. The structural consequences of metal ion binding to the form of Hx that dominates in plasma have now been evaluated by monitoring metal ion-linked changes in tertiary structure of the protein as reflected by changes in the near-UV CD spectrum and the ultraviolet absorption spectrum as a function of temperature. As part of this analysis we have developed thermally induced difference absorption maps (TIDAMs) to afford efficient visualization of temperature-dependent changes in the UV spectrum of Hx that are induced by binding of metal ions. The results are interpreted in terms of recent models proposed for metal ion binding sites on Hx and have implications for the possible modulation of heme binding to Hx by metal ions in vivo.
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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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| 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) | 0.000 | 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 it