Structural and Biological Analysis of the Metal Sites of <i>Escherichia coli</i> Hydrogenase Accessory Protein HypB
Bibliographic record
Abstract
The [NiFe]-hydrogenase protein produced by many types of bacteria contains a dinuclear metal center that is required for enzymatic activity. Assembly of this metal cluster involves the coordinated activity of a number of helper proteins including the accessory protein, HypB, which is necessary for Ni(II) incorporation into the hydrogenase proteins. The HypB protein from Escherichia coli has two metal-binding sites, a high-affinity Ni(II) site that includes ligands from the N-terminal domain and a low-affinity metal site located within the C-terminal GTPase domain. In order to determine the physiological relevance of the two separate sites, hydrogenase production was assessed in strains of E. coli expressing wild-type HypB, the isolated GTPase domain, or site-directed mutants of metal-binding residues. These experiments demonstrate that both metal sites of HypB are critical for the maturation of the hydrogenase enzymes in E. coli. X-ray absorption spectroscopy of purified proteins was used to examine the detailed coordination spheres of each nickel-loaded site. In addition, because the low-affinity metal site has a stronger preference for Zn(II) than Ni(II), the ligands and geometry for this metal were also resolved. The results from these experiments are discussed in the context of a mechanism for Ni(II) insertion into the hydrogenase protein.
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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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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 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".