An independent biosynthetic route to frame a xanthanolide‐type sesquiterpene lactone in Asteraceae
Bibliographic record
Abstract
Xanthanolides, also described as seco-guaianolides, are unique sesquiterpene lactones (STLs) with diverse bioactivities. Most of xanthanolides are 12,8-olides based on the position of their lactone ring. The biosynthetic pathway leading to xanthanolides has hitherto been elusive, especially how nature creates the xanthane skeleton is a long-standing question. This study reports the elucidation of a complete biosynthetic pathway to the important 12,8-xanthanolide 8-epi-xanthatin. The xanthane-type backbone is directly derived from the central precursor germacrene-type sesquiterpene, germacrene A acid, via oxidative rearrangement, catalyzed by an unusual cytochrome P450. Subsequently, a 12,8-lactone ring is formed within this xanthane-type backbone resulting in xanthanolides. The biosynthetic pathway for xanthanolides contrasts with the previously unified biosynthetic route for diverse 12,6-guaianolides, in which a 12,6-lactone ring formation precedes the transformation of a germacrene-type skeleton into a guaiane-type structure. The discovery of the full biosynthetic pathway of 8-epi-xanthantin opens new opportunities for producing xanthanolides in microbial organisms using synthetic biology strategies.
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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 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".