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Record W4386600822 · doi:10.3390/fermentation9090828

Synergistic Effects of Stirring and Aeration Rate on Carotenoid Production in Yeast Rhodotorula toruloides CCT 7815 Envisioning Their Application as Soap Additives

2023· article· en· W4386600822 on OpenAlexaff
Renata M. M. G. P. Ribeiro, Bruno Willian Picão, Daniele Gonçalves de Oliveira, Mateus Scontri, Vítor Teixeira Mazziero, Cassamo U. Mussagy, Vijaya Raghavan, Carolina Astudillo‐Castro, Andrés Córdova, Marcel O. Cerri, Elias Basile Tambourgi

Bibliographic record

VenueFermentation · 2023
Typearticle
Languageen
FieldEnergy
TopicAlgal biology and biofuel production
Canadian institutionsMcGill University
Fundersnot available
KeywordsCarotenoidFood scienceXyloseRhodotorulaXylose metabolismChemistryYeastFermentationBiochemistry

Abstract

fetched live from OpenAlex

The production of carotenoids by microbial organisms has gained significant interest due to the growing demand for natural products. Among the non-model oleaginous red yeasts, Rhodotorula toruloides stands out as an appealing host for natural carotenoid production. R. toruloides possesses the natural ability to metabolize a wide range of substrates, including lignocellulosic hydrolysates, and convert them into lipids and carotenoids. In this study, we focused on utilizing xylose, the main component of hemicellulose, as the major substrate for R. toruloides. We conducted a comprehensive kinetic evaluation to examine the impact of aeration and agitation on carotenoid production. Results in stirred-tank reactor demonstrated that under milder conditions (300 rpm and 0.5 vvm), R. toruloides accumulated over 70% of its cell mass as lipids. Furthermore, the highest carotenoid yields were achieved at high agitation rates (700 rpm), with carotenoid levels reaching nearly 120 µg/mL. Several carotenoids were identified, including β-carotene, γ-carotene, torularhodin, and torulene, with β-carotene being the major carotenoid, accounting for up to 70% of the total carotenoid content. The carotenoid-rich extract produced by R. toruloides under evaluated conditions was successfully incorporated into soap formulations, demonstrating the addition of antioxidant properties. This work provides a comprehensive understanding of xylose conversion into natural carotenoids by R. toruloides, presenting a promising avenue for their application in cosmetics. Furthermore, this study highlights the potential of a renewable and cost-effective approach for carotenoid production in the soap industry.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.010
GPT teacher head0.251
Teacher spread0.241 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

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".

Quick stats

Citations11
Published2023
Admission routes1
Has abstractyes

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