Time-resolved secretome analysis of three <i>Colletotrichum</i> species identifies copper radical alcohol oxidases for the production of fatty aldehydes
Bibliographic record
Abstract
ABSTRACT Copper Radical Alcohol Oxidases (CRO-AlcOx), which have been recently discovered among fungal phytopathogens are attractive for the production of fragrant fatty aldehydes. To investigate the secretion of CRO-AlcOx by natural fungal strains, we undertook time-course analyses of the secretomes of three Colletotrichum species ( C. graminicola, C. tabacum and C. destructivum ) using proteomics. The addition of a copper-manganese-ethanol mixture to Colletotrichum cultures unexpectedly induced the secretion of up to 400 proteins, 29-52% of which were carbohydrate-active enzymes (CAZymes), including a wide diversity of copper-containing oxidoreductases from the auxiliary activities (AA) class (AA1, AA3, AA5, AA7, AA9, AA11-AA13, AA16). Under these specific conditions, while a CRO-glyoxal oxidase from the AA5_1 subfamily was among the most abundantly secreted proteins, the targeted AA5_2 CRO-AlcOx were secreted at lower levels, suggesting heterologous expression as a more promising strategy for CRO-AlcOx production and utilization. C. tabacum and C. destructivum CRO-AlcOx were expressed in Pichia pastoris and their preference toward both aromatic and aliphatic primary alcohols was assessed. The CRO-AlcOx from C. destructivum was further investigated in applied settings, revealing a full conversion of C6 and C8 alcohols into their corresponding fragrant aldehydes. IMPORTANCE In the context of the industrial shift toward greener processes, the biocatalytic production of aldehydes is of utmost interest owing to their importance as intermediates in preparative chemistry and for their use as flavors and fragrances ingredients. In the search for new biocatalysts, CRO-AlcOx have the potential to become platform enzymes for the oxidation of alcohols to aldehydes. The use of crude fungal secretomes is often seen has an appealing approach by industries since alleviating various costs pertaining to biocatalysts production. However, the secretion of CRO-AlcOx by natural fungal strains has never been explored. This study showed that Colletotrichum species can secrete a broad diversity of copper-containing enzymes, but only little amount of CRO-AlcOx. Thus, recombinant expression remains the most promising approach. The potential of CRO-AlcOx as biocatalyst for flavor and fragrance applications was confirmed through the production of two new enzymes with activity on fatty alcohols.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.000 |
| 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; a candidate call from one teacher head, 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".