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Record W4402389730 · doi:10.1101/2024.09.09.612153

Characterization and Antiatherogenic Potential of P3R99 Monoclonal Antibody Against Sulfated Glycosaminoglycans: Physicochemical and Functional Insights

2024· preprint· en· W4402389730 on OpenAlexaff
Leidy Marian Valencia, Yoandra Martínez-Montano, José Alberto Gómez, Roger Sarduy, Arletty Hernández, Spencer D. Proctor, Aymé Fernández-Calienes, Victor Gustavo Balera Brito, Yosdel Soto

Bibliographic record

VenuebioRxiv (Cold Spring Harbor Laboratory) · 2024
Typepreprint
Languageen
FieldImmunology and Microbiology
TopicAtherosclerosis and Cardiovascular Diseases
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsGlycosaminoglycanSulfationMonoclonal antibodyChemistryCharacterization (materials science)BiochemistryAntibodyNanotechnologyBiologyMaterials scienceImmunology

Abstract

fetched live from OpenAlex

ABSTRACT Atherosclerosis is initiated by the retention of ApoB-containing lipoproteins in the arterial wall, mediated by glycosaminoglycan chains of proteoglycans. At the Center for Molecular Immunology, we are developing the P3R99 monoclonal antibody (mAb) to target this process. This study characterizes new P3R99 mAb variants expressed in CHO-K1 and HEK-293 cell lines. We compared these variants with the parental mAb from NS0 cells using SDS-PAGE, size exclusion and cation exchange chromatography, dynamic light scattering, peptide mapping, far-UV circular dichroism, and PNGase F deglycosylation. All variants exhibited a molecular size of ∼150 kDa, ∼99% purity, and similar average particle sizes (12.5-13.7 nm). They displayed a high β-sheet content (>40%) and basic amino acids on the surface, with minor differences in peptide maps compared to the parental mAb. Notable differences were found in the content of acidic and basic species and glycosylation profiles. NS0-derived P3R99 had lower G0F content (10.39%), higher G1F (38.29%) and G2F (30.44%) levels, with more terminal galactose (83.07%) and sialylation (15.33%). In contrast, CHO-K1 and HEK-293 variants showed similar glycosylation patterns. Despite these differences, the antigen and atherosclerotic lesion recognition properties of the mAb were unaffected in vitro . Biodistribution studies in Sprague Dawley rats (1 mg, IV, n=3) revealed preferential accumulation of the new P3R99 variants in aortas and reduced LDL arterial retention (1 mg, IP). Passive administration of the mAbs (2 mg every three days, three IV doses, n=6-7) in a Lipofundin 20%-induced atherosclerosis NZW rabbit model also demonstrated preferential accumulation in aortas and reduced atherosclerosis, with 60% of treated rabbits not developing lesions. These results suggest that the P3R99 mAb derived from CHO-K1 and HEK-293 cells retains its antiatherogenic properties despite structural differences from the NS0-derived mAb associated with the different expression systems.

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 score0.001
Threshold uncertainty score0.002

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)0.0010.000

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 head0.194
Teacher spread0.186 · 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
Published2024
Admission routes1
Has abstractyes

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