Increasing Efficiency in Protein–Protein Coupling: Subunit-Directed Acetylation and Phase-Directed CuAAC (“Click Coupling”) in the Formation of Hemoglobin Bis-Tetramers
Why this work is in the frame
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Bibliographic record
Abstract
Cross-linked human hemoglobins have been evaluated for clinical use as circulating oxygen carriers. However, their induction of vasoactivity was sufficiently problematic to lead to the cessation of clinical trials. The source of vasoactivity is likely to be endothelial extravasation causing the scavenging of endogenous nitric oxide. It was recently shown that species that consist of two coupled hemoglobin tetramers do not evoke vasoactivity in a sensitive murine model. Presumably these materials are too large to extravasate. In order to make this class of material more readily available, there is a need for improved methods that can form a cross-linked bis-tetramer without producing smaller species at the same time. A potentially efficient route to cross-linking and coupling two Hb tetramers is through phase-directed copper-catalyzed azide alkyne cycloaddition (PDCuAAC). However, introduction of the necessary azide-containing cross-link gives mixtures of tetrameric and bis-tetrameric proteins, as the PDCuAAC process appears to be limited to only those proteins where the cross-link containing the azide is exclusively within the β-subunits. In order to block formation of the azide cross-link within the α-subunits, subunit-specific introduction of the azide is necessary. This is achieved by blocking reaction at the reactive amino groups of the β-subunits in the site that binds the allosteric activator 2,3-diphosphoglycerate (DPG) with inositol hexaphosphate (IHP), permitting α-selective acetylation with acetyl 3,5-dibromosalicylate. After removal of IHP, reaction with an anionic cross-linker containing an azide group occurs within the β-subunits. The resulting α-acetylated β-β'-cross-linked hemoglobin azide (acHb>-N3) undergoes efficient PDCuAAC with bis-alkynes to produce cross-linked bis-tetramers. Analysis of circular dichroism spectra of the modified species shows that there is little change in the structure of the globin chains as a result of the chemical modifications. The oxygenation properties are consistent with those needed for effective oxygenation in circulation, while the bis-tetrameric structure is sufficiently large to avoid extravasation and depletion of nitric oxide.
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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 | 0.001 | 0.001 |
| 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