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Record W2982612190 · doi:10.4049/jimmunol.1900806

Recognition of Lewis X by Anti-Lex Monoclonal Antibody 1G5F6

2019· article· en· W2982612190 on OpenAlexaff
Sinthuja Jegatheeswaran, France‐Isabelle Auzanneau

Bibliographic record

VenueThe Journal of Immunology · 2019
Typearticle
Languageen
FieldMedicine
TopicMonoclonal and Polyclonal Antibodies Research
Canadian institutionsUniversity of Guelph
Fundersnot available
KeywordsMonoclonal antibodyVirologyAntibodyBiologyMolecular biologyComputational biologyImmunology

Abstract

fetched live from OpenAlex

Abstract mAbs directed toward the Lewis X (Lex) determinant have been shown to display different specificities, depending on the presentation of Lex to the immune system. Of interest is the murine anti-Lex mAb 1G5F6, generated against the O chain polysaccharide of Helicobacter pylori that contains polymeric Lex structures. The mAb was found to have a higher affinity for polymeric Lex over monomeric Lex. In this study, we explore the recognition of monomeric Lex by 1G5F6 using a panel of Lex analogues in which N-acetyl-d-glucosamine, l-fucose, or d-galactose (d-Gal) are replaced with d-glucose and/or l-rhamnose. Our studies show that all analogues were weaker inhibitors than the Lex Ag, indicating that all three residues are essential in the recognition of Lex by mAb 1G5F6. We explored the involvement of 4″-OH of d-Gal in the binding with 1G5F6 using a panel of 4″-modified Lex analogues. Although the 4″-OH is only involved in a weak polar interaction, we conclude that the d-Gal residue in Lex is primarily involved in aromatic stacking interactions with the Ab binding site. We compared these results to our work with mAb SH1. Although stacking interactions between d-Gal and an aromatic residue was also suggested for SH1, an H-bond involving the 4″-OH was identified that is not found in the binding of 1G5F6 to Lex. Thus, anti-Lex mAbs SH1 and 1G5F6 bind to Lex in different manners, even though the hydrophobic patch displayed by the β-galactoside in Lex is essential in both cases for their binding to Lex.

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)0.0000.000
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)0.0020.000

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 head0.023
GPT teacher head0.314
Teacher spread0.290 · 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

Citations3
Published2019
Admission routes1
Has abstractyes

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