Expanding the roles for 2-oxoglutarate-dependent oxygenases in plant metabolism
Bibliographic record
Abstract
Covering: up to 2018 2-Oxoglutarate-dependent oxygenases (2ODOs) comprise a large enzyme superfamily in plant genomes, second in size only to the cytochromes P450 monooxygenase (CYP) superfamily. 2ODOs participate in both primary and specialized plant pathways, and their occurrence across all life kingdoms points to an ancient origin. Phylogenetic evidence supports substantial expansion and diversification of 2ODOs following the split from the common ancestor of land plants. More conserved roles for these enzymes include oxidation within hormone metabolism, such as the recently described capacity of Dioxygenase for Auxin Oxidation (DAO) for governing auxin homeostasis. Conserved structural features among 2ODOs has provided a basis for continued investigation into their mechanisms, and recent structural work is expected to illuminate intriguing reactions such as that of 1-aminocyclopropane-1-carboxylic acid oxidase (ACCO). Phylogenetic radiation among this superfamily combined with neo- and subfunctionalization has enabled recruitment to highly specialized pathways, including those yielding medicines, flavours, dyes, poisons, and compounds important for plant-environment interactions. Catalytic versatility of 2ODOs in plants and across broader taxa continues to inspire biochemists tasked with the discovery of new enzymes. This highlight article summarizes recent reports up to 2018 of 2ODOs within plant metabolism. Furthermore, the respective contributions of 2ODOs and other oxidases to natural product biosynthesis are discussed as a framework for continued discovery.
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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 | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.012 | 0.006 |
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".