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Record W4229009276 · doi:10.1002/bit.28129

High‐level production of wild‐type and oxidation‐resistant recombinant alpha‐1‐antitrypsin in glycoengineered CHO cells

2022· article· en· W4229009276 on OpenAlexaff
Izel Koyuturk, Surbhi Kedia, Anna Robotham, Alexandra T. Star, Denis Brochu, Janelle Sauvageau, John F. Kelly, Michel Gilbert, Yves Durocher

Bibliographic record

VenueBiotechnology and Bioengineering · 2022
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicViral Infectious Diseases and Gene Expression in Insects
Canadian institutionsMcGill UniversityUniversité de MontréalNational Research Council Canada
Fundersnot available
KeywordsGlycosylationFucosylationChinese hamster ovary cellRecombinant DNANeutrophil elastaseCell cultureProteasesGlycanMolecular biologyBiologyBiochemistryChemistryGeneGlycoproteinEnzymeImmunologyInflammation

Abstract

fetched live from OpenAlex

Alpha-1-antitrypsin (A1AT) is a serine protease inhibitor which blocks the activity of serum proteases including neutrophil elastase to protect the lungs. Its deficiency is known to increase the risk of pulmonary emphysema as well as chronic obstructive pulmonary disease. Currently, the only treatment for patients with A1AT deficiency is weekly injection of plasma-purified A1AT. There is still today no commercial source of therapeutic recombinant A1AT, likely due to significant differences in expression host-specific glycosylation profile and/or high costs associated with the huge therapeutic dose needed. Accordingly, we aimed to produce high levels of recombinant wild-type A1AT, as well as a mutated protein (mutein) version for increased oxidation resistance, with N-glycans analogous to human plasma-derived A1AT. To achieve this, we disrupted two endogenous glycosyltransferase genes controlling core α-1,6-fucosylation (Fut8) and α-2,3-sialylation (ST3Gal4) in CHO cells using CRISPR/Cas9 technology, followed by overexpression of human α-2,6-sialyltransferase (ST6Gal1) using a cumate-inducible expression system. Volumetric A1AT productivity obtained from stable CHO pools was 2.5- to 6.5-fold higher with the cumate-inducible CR5 promoter compared to five strong constitutive promoters. Using the CR5 promoter, glycoengineered stable CHO pools were able to produce over 2.1 and 2.8 g/L of wild-type and mutein forms of A1AT, respectively, with N-glycans analogous to the plasma-derived clinical product Prolastin-C. Supplementation of N-acetylmannosamine to the cell culture media during production increased the overall sialylation of A1AT as well as the proportion of bi-antennary and disialylated A2G2S2 N-glycans. These purified recombinant A1AT proteins showed in vitro inhibitory activity equivalent to Prolastin-C and substitution of methionine residues 351 and 358 with valines rendered A1AT significantly more resistant to oxidation. The recombinant A1AT mutein bearing an improved oxidation resistance described in this study could represent a viable biobetter drug, offering a safe and more stable alternative for augmentation therapy.

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.008
Threshold uncertainty score0.503

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.008
GPT teacher head0.207
Teacher spread0.199 · 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 teacher head, 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

Citations14
Published2022
Admission routes1
Has abstractyes

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