Harvesting of novel polyhydroxyalkanaote (PHA) synthase encoding genes from a soil metagenome library using phenotypic screening
Bibliographic record
Abstract
We previously reported the construction of metagenomic libraries in the IncP cosmid vector pRK7813, enabling heterologous expression of these broad-host-range libraries in multiple bacterial hosts. Expressing these libraries in Sinorhizobium meliloti, we have successfully complemented associated phenotypes of polyhydroxyalkanoate synthesis mutants. DNA sequence analysis of three clones indicates that the complementing genes are homologous to, but substantially different from, known polyhydroxyalkanaote synthase-encoding genes. Thus we have demonstrated the ability to isolate diverse genes for polyhydroxyalkanaote synthesis by functional complementation of defined mutants. Such genes might be of use in the engineering of more efficient systems for the industrial production of bioplastics. The use of functional complementation will also provide a vehicle to probe the genetics of polyhydroxyalkanaote metabolism and its relation to carbon availability in complex microbial assemblages.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".