Isolation of Poly-3-Hydroxybutyrate Metabolism Genes from Complex Microbial Communities by Phenotypic Complementation of Bacterial Mutants
Bibliographic record
Abstract
The goal of this study was to initiate investigation of the genetics of bacterial poly-3-hydroxybutyrate (PHB) metabolism at the community level. We constructed metagenome libraries from activated sludge and soil microbial communities in the broad-host-range IncP cosmid pRK7813. Several unique clones were isolated from these libraries by functional heterologous complementation of a Sinorhizobium meliloti bdhA mutant, which is unable to grow on the PHB cycle intermediate D-3-hydroxybutyrate due to absence of the enzyme D-3-hydroxybutyrate dehydrogenase activity. Clones that conferred D-3-hydroxybutyrate utilization on Escherichia coli were also isolated. Although many of the S. meliloti bdhA mutant complementing clones restored D-3-hydroxybutyrate dehydrogenase activity to the mutant host, for some of the clones this activity was not detectable. This was also the case for almost all of the clones isolated in the E. coli selection. Further analysis was carried out on clones isolated in the S. meliloti complementation. Transposon mutagenesis to locate the complementing genes, followed by DNA sequence analysis of three of the genes, revealed coding sequences that were broadly divergent but lay within the diversity of known short-chain dehydrogenase/reductase encoding genes. In some cases, the amino acid sequence identity between pairs of deduced BdhA proteins was <35%, a level at which detection by nucleic acid hybridization based methods would probably not be successful.
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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 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".