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Record W2179452953 · doi:10.20381/ruor-4228

Development and Optimization of Novel Platforms for the Production of Recombinant Proteins

2015· dissertation· en· W2179452953 on OpenAlexaboutno aff
Gabriel Potvin

Bibliographic record

VenueuO Research (University of Ottawa) · 2015
Typedissertation
Languageen
FieldEnergy
TopicAlgal biology and biofuel production
Canadian institutionsnot available
Fundersnot available
KeywordsRecombinant DNAChlamydomonas reinhardtiiTransformation (genetics)BiologyElectroporationAgrobacterium tumefaciensGeneticsComputational biologyGeneMolecular biologyChemistry

Abstract

fetched live from OpenAlex

As the worldwide demand for recombinant proteins and valuable metabolites continues to grow, and as the biological toolset at our disposal continues to expand, the development of novel, robust, and effective platforms for the production of these bioproducts represents an area of ever-increasing interest. Although many such bioprocesses are currently economically viable, many more, though holding considerable promise, remain uncompetitive. The development of novel, more productive systems increases the versatility and industrial applications of bioprocesses. The work described in this thesis explores several aspects of bioprocessing, both on the upstream side, concerned with the development of novel recombinant protein expression platforms or the isolation of novel genes with products possessing characteristics of interest, and on the downstream side, through the improvement of fermentation-based bioprocesses. Thirty-six homoplasmic recombinant strains of the microalga Chlamydomonas reinhardtii were developed having integrated genes for phytase or xylanase under the control of psbA and psbD promoters, codon optimized using novel algorithms, at two different genetic loci, in chloroplasts, to be used as novel animal feed additives. Enzyme production was characterized, and results, when compared to other published work in this field, may provide insight into the factors impacting recombinant protein production in microalgae. Using a “bio-prospecting approach”, the microflora of the digestive tract of a Canadian beaver was screened for cellulase-producing microorganisms. Although the screening approach did successfully identify a novel β-glucosidase gene from an isolated strain of Bacillus thuringiensis, the sequence was not significantly different from those already characterized. Two bioprocessing studies were performed to improve recombinant protein production in Pichia pastoris. In the first, the composition of standard Basal Salt Medium (BSM) was systematically optimized for the production of recombinant phytase, and the optimized media produced significantly more enzyme than the standard one, while also containing significantly reduced concentrations of KH2PO4 and MgSO4·7H2O (27.9 g/l and 4.8 g/l respectively), lowering the price of process inputs. The second was based on the screening of unconventional carbon sources for candidates that could sustain the growth and enzyme production using the same P. pastoris strain. Fructose and ethanol have shown to be viable alternatives to glucose or glycerol as sole carbon sources, and provide flexibility in terms of process design.

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)0.001
metaresearch head score (Gemma)0.001
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 score0.001
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.001

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.

Opus teacher head0.080
GPT teacher head0.306
Teacher spread0.226 · 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

Citations0
Published2015
Admission routes1
Has abstractyes

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