Evolution and ecology of C30 carotenoid synthesis in Lactobacillaceae and application of pigmented lactobacilli in pasta production
Bibliographic record
Abstract
Pasta is a staple food in many parts of the world. A bright yellow colour of pasta is preferred by consumers. However, the colour is easily degraded during pasta processing. In a sourdough used for pasta production, we identified the pigmented Fructilactobacillus spp. FUA 3913, which represents a novel species that remains to be described ,and carries genes for the carotenoid-producing enzymes CrtM and CrtN in its genome. HPLC and spectral analysis identified the carotenoid as 4,4′-diaponeurosporene which is also produced by other lactobacilli expressing CrtM and CrtN. The topology of the CrtM/N trees does not match the phylogeny of the organisms, indicating that the enzymes were acquired by horizontal gene transfer. Pigmentation is frequent in insect-associated lactobacilli and lactobacilli that are part of the phyllosphere. Pigmented heterofermentative lactobacilli may enhance the yellow colour of durum semolina pasta by two mechanisms, first, by producing carotenoids and second, by preventing lipoxygenase-mediated degradation of durum carotenoids during dough mixing and extrusion. The comparison of the influence of fermentation with the non-pigmented, homofermentative Lactiplantibacillus plantarum , the non-pigmented heterofermentative Fructilactobacillus sanfranciscensis and the pigmented, heterofermentative Fructilactobacillus spp. FUA3913 indicated that inhibition of lipid oxidation is more relevant for the colour of pasta. In summary, our study provides novel insights into the evolution of C30 carotenoid and ecology of lactobacilli, and documents the use of pigmented lactobacilli to enhance the yellow colour of fermented foods. • Carotenoid production in lactobacilli links to insect- and plant-adapted lifestyles. • A C30 carotenoid is synthesized by the enzymes CrtM and CrtN. • CrtM and CrtN were acquired by lateral gene transfer. • Cold growth temperature induces pigmentation in Fructilactobacillus. • Pigmented fructilactobacilli enhance the yellow colour of durum wheat pasta.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 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".