Discovery of pseudobaptigenin synthase, completing the (-)-maackiain biosynthetic pathway
Bibliographic record
Abstract
ABSTRACT Pterocarpans are structurally complex defence compounds produced by legumes (Fabaceae). They are commonly associated with antimicrobial activity and thought to be synthesized de novo or accumulated in response to microbial pathogens. (-)-Maackiain is a lineage-specific pterocarpan detected in some legumes, including red clover ( Trifolium pratense ). The biosynthesis of (-)-maackiain involves a distinctive methylenedioxy bridge formation step, predicted to be catalyzed by a cytochrome P450. Specifically, this elusive P450 catalyzes the conversion of calycosin to pseudobaptigenin. We integrated metabolomic and transcriptomic datasets of red clover roots treated with the fungi, Fusarium oxysporum and Phoma medicaginis , to identify candidate P450 genes. Over 40 molecular features were characterized as (iso)flavonoid structures, including the highly abundant O -methylated isoflavones (formononetin and biochanin A), as well as their derivatives. Long infection with P. medicaginis resulted in significant increases in (-)-maackiain, trifolirhizin and other pterocarpans. Concurrently, fungal infections led to upregulation of core and specialized metabolism-related transcripts, including those encoding phenylpropanoid and (iso)flavonoid biosynthetic enzymes. Using weighted gene co-expression network analysis (WGCNA), variance-stabilized expression patterns, and enzyme-class phylogeny, we were able to curate five candidate cytochrome P450s for pseudobaptigenin synthase (PbS) activity, assayed in engineered yeast ( Saccharomyces cerevisiae ). One candidate P450 was capable of methylenedioxy bridge formation, converting calycosin to pseudobaptigenin and pratensein to 5-hydroxypseudobaptigenin. Therefore, it was renamed T. pratense pseudobaptigenin synthase (TpPbS/CYP76F319). The discovery of TpPbS facilitates the reconstruction of the complete (-)-maackiain biosynthetic pathway and the production of this pterocarpan chemistry at scale for health and agricultural applications. Significance statement The discovery of pseudobaptigenin synthase in red clover (CYP76F319), a P450 that catalyzes the formation of a methylenedioxy bridge to convert calycosin to pseudobaptigenin and pratensein to 5-hydroxypseudobaptigenin. The identification of enriched (iso)flavonoids and associated transcriptomic changes in red clover roots in response to two fungi with distinct infection lifestyles (hemibiotrophy and necrotrophy).
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.003 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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; both teacher heads agree on what is shown here.
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".