Characterization of<i>bdhA</i>, encoding the enzyme d-3-hydroxybutyrate dehydrogenase, from<i>Sinorhizobium</i>sp. strain NGR234
Bibliographic record
Abstract
A genomic library of Sinorhizobium sp. strain NGR234 was introduced into Escherichia coli LS5218, a strain with a constitutively active pathway for acetoacetate degradation, and clones that confer the ability to utilize D-3-hydroxybutyrate as a sole carbon source were isolated. Subcloning experiments identified a 2.3 kb EcoRI fragment that retained complementing ability, and an ORF that appeared orthologous with known bdhA genes was located within this fragment. The deduced NGR234 BdhA amino acid sequence revealed 91% identity to the Sinorhizobium meliloti BdhA. Site-directed insertion mutagenesis was performed by introduction of a OmegaSmSp cassette at a unique EcoRV site within the bdhA coding region. A NGR234 bdhA mutant, NGRPA2, was generated by homogenotization, utilizing the sacB gene-based lethal selection procedure. This mutant was devoid of D-3-hydroxybutyrate dehydrogenase activity, and was unable to grow on D-3-hydroxybutyrate as sole carbon source. NGRPA2 exhibited symbiotic defects on Leucaena but not on Vigna, Macroptilium or Tephrosia host plants. Furthermore, the D-3-hydroxybutyrate utilization phenotype of NGRPA2 was suppressed by presence of plasmid-encoded multiple copies of the S. meliloti acsA2 gene. The glpK-bdhA-xdhA gene organization and the bdhA-xdhA operon arrangement observed in S. meliloti are also conserved in NGR234.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| 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) | 0.001 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".