<i>Burkholderia vietnamiensis</i> Genes Involved in Extracellular Medium-Chain-Length Polyhydroxyalkanoate Degradation
Bibliographic record
Abstract
Abstract Bioplastics represent promising alternatives to petroleum-based plastics, yet their biodegradation remains insufficiently understood. Identifying bacteria capable of degrading bioplastics extracellularly could enhance end-of-life management practices. To investigate Burkholderia ’s capacities for the degradation of medium-chain-length polyhydroxyalkanoate (mcl-PHA), we screened a panel of Burkholderia strains and identified such capacity in strains of B. gladioli , B. multivorans, and B. vietnamiensis . To elucidate the genetic basis of this activity, we performed transposon mutagenesis followed by activity-based screening and Tn-seq on B. vietnamiensis LMG 16232. Disrupted genetic elements in transposon mutants with negative phenotypes were further investigated using a CRISPR-associated transposase (CAST) system. These included a lipase production gene cluster, encoding two putative triacylglycerol lipases and a chaperone, and genes coding for a a A24 family peptidase, a TetR/AcrR family transcriptional regulator and a type II secretion system (T2SS) protein. Complete loss or reduced extracellular mcl-PHA depolymerase activity was observed in the CAST mutants, validating their involvement in mcl-PHA degradation. Notably, only one of the two lipases encoded in the lipase production gene cluster was responsible for mcl-PHA degradation, suggesting that while lipases may show substrate promiscuity, lipase functional annotation does not necessarily imply mcl-PHA depolymerization. Docking experiments using the amino acid sequences of the two lipases supported these findings. Together, we identify a gene coding for an active mcl-PHA depolymerase in B. vietnamiensis and demonstrate the power of combining activity-based screening, Tn-seq, and CAST to rapidly establish gene-to-function links. Importance Due to their versatile metabolism, Burkholderia strains play critical roles in degradation of multiple compounds in the environment. Here we show that several Burkholderia species can extracellularly degrade medium-chain-length polyhydroxyalkanoates (mcl-PHAs), a promising class of bioplastics. By integrating transposon mutagenesis, Tn-seq, and CRISPR-associated transposase (CAST) technologies, we identify and validate key genetic determinants involved in mcl-PHA degradation in B. vietnamiensis . These genes encode a lipase, a secretion system component, and regulatory factors, underscoring the complexity and specificity of microbial bioplastic degradation pathways. These findings not only advance our understanding of PHA biodegradation but also identifies B. vietnamiensis as as a source of enzymes capable of degrading extracellular mcl-PHA.
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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 | 0.000 |
| 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) | 0.003 | 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".