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Record W3008637942 · doi:10.1016/j.btecx.2020.100015

Comparison of two glycoengineering strategies to control the fucosylation of a monoclonal antibody

2020· article· en· W3008637942 on OpenAlexafffund
Neha Mishra, Maureen Spearman, Lynda J. Donald, Hélène Perreault, Michael Butler

Bibliographic record

VenueJournal of Biotechnology · 2020
Typearticle
Languageen
FieldMedicine
TopicMonoclonal and Polyclonal Antibodies Research
Canadian institutionsUniversity of Manitoba
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsFucosylationAntibody-dependent cell-mediated cytotoxicityGlycanFucosyltransferaseFucoseAntibodyMolecular biologyMonoclonal antibodyChemistryGlycosylationBiochemistryChinese hamster ovary cellBiologyReceptorEnzymeImmunologyGlycoprotein

Abstract

fetched live from OpenAlex

Core fucosylation of an Fc N-linked glycan affects antibody effector functions, as the absence of fucose increases the antibody dependent cell cytotoxicity (ADCC) response with increased binding to the Fcγ receptors. The work presented here compares two different approaches to incrementally reduce core fucosylation of a camelid heavy chain antibody, EG2-hFc expressed in CHO cells which targets the EGFR receptor. The first method uses a fucosyltransferase (FUT) inhibitor, 2- fluoro peracetylated fucose (2FF), which was added to cell cultures expressing the EG2-hFc antibody in increasing concentrations up to 50μM. At this concentration there was no observed effect on cell growth. Glycan analysis was performed on antibodies collected from culture samples using HILIC-HPLC. The inhibitor reduced total fucosylation from 80% to 17.5% at 20μM 2FF. The second method involved transfecting the EG2-hFc producing cells with a prokaryotic GDP- 6-deoxy-D-lyxo-4-hexulose reductase (RMD) gene in order to deflect the fucose de novo pathway into producing rhamnose which is not incorporated into a glycan. Stable clones from transfected pools were isolated following flow cytometry using the green fluorescent protein (GFP) marker which was co-expressed with the RMD gene. High expressing RMD clones reduced the fucosylation of the antibody glycan to as low as 16%. The addition of 2FF to cultures of these RMD clones reduced the fucosylation level even further to 3% of the antibody glycan. An incremental increase in fucosylation was obtained by step-wise addition of fucose (up to 1 mM) to the RMD cells, in which the fucosylation level increased to a maximum of 87%. We also used ESI-MS to analyze the fucosylation pattern of EG2-hFc with addition of increasing concentrations of 2FF. This showed that 2FF inhibits the addition of fucose in a concentration- dependent and specific manner with the inhibition of fucose occurring one fucose at a time. Control cultures showed the presence of a predominant peak indicating two fucose moieties per antibody. As the 2FF inhibitor concentration was increased peaks corresponding to one fucose per antibody and non-fucosylated antibody predominated with a gradual decrease of the 2 fucose peak to insignificance at 15 μM 2FF.

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 score0.058
Threshold uncertainty score0.253

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
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 head0.040
GPT teacher head0.398
Teacher spread0.357 · 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

Citations18
Published2020
Admission routes2
Has abstractyes

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