Heterologous expression of Alteromonas macleodii and Thiocapsa roseopersicina [NiFe] hydrogenases in Escherichia coli
Bibliographic record
Abstract
HynSL from Alteromonas macleodii 'deep ecotype' (AltDE) is an oxygen-tolerant and thermostable [NiFe] hydrogenase. Its two structural genes (hynSL), encoding small and large hydrogenase subunits, are surrounded by eight genes (hynD, hupH and hypCABDFE) predicted to encode accessory proteins involved in maturation of the hydrogenase. A 13 kb fragment containing the ten structural and accessory genes along with three additional adjacent genes (orf2, cyt and orf1) was cloned into an IPTG-inducible expression vector and transferred into an Escherichia coli mutant strain lacking its native hydrogenases. Upon induction, HynSL from AltDE was expressed in E. coli and was active, as determined by an in vitro hydrogen evolution assay. Subsequent genetic analysis revealed that orf2, cyt, orf1 and hupH are not essential for assembling an active hydrogenase. However, hupH and orf2 can enhance the activity of the heterologously expressed hydrogenase. We used this genetic system to compare maturation mechanisms between AltDE HynSL and its Thiocapsa roseopersicina homologue. When the structural genes for the T. roseopersicina hydrogenase, hynSL, were expressed along with known T. roseopersicina accessory genes (hynD, hupK, hypC1C2 and hypDEF), no active hydrogenase was produced. Further, co-expression of AltDE accessory genes hypA and hypB with the entire set of the T. roseopersicina genes did not produce an active hydrogenase. However, co-expression of all AltDE accessory genes with the T. roseopersicina structural genes generated an active T. roseopersicina hydrogenase. This result demonstrates that the accessory genes from AltDE can complement their counterparts from T. roseopersicina and that the two hydrogenases share similar maturation mechanisms.
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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 | 0.000 |
| 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 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".