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Record W3195388373 · doi:10.1101/2021.08.13.456231

Across functional boundaries: making non-neutralizing antibodies to neutralize HIV-1 and mediate Fc-mediated effector killing of infected cells

2021· preprint· en· W3195388373 on OpenAlexafffund
Jonathan Richard, Dung N. Nguyen, William D. Tolbert, Romain Gasser, Shilei Ding, Dani Vézina, Shang Yu Gong, Jérémie Prévost, Gabrielle Gendron‐Lepage, Halima Medjahed, Suneetha Gottumukkala, Andrés Finzi, Marzena Pazgier

Bibliographic record

VenuebioRxiv (Cold Spring Harbor Laboratory) · 2021
Typepreprint
Languageen
FieldImmunology and Microbiology
TopicHIV Research and Treatment
Canadian institutionsUniversité de MontréalMcGill UniversityCentre Hospitalier de l’Université de Montréal
FundersFonds de Recherche du Québec - SantéCanadian Institutes of Health ResearchNational Institutes of Health
KeywordsAntibody-dependent cell-mediated cytotoxicityEpitopeAntibodyGp41TrimerVirologyEffectorNeutralizationChemistryBiologyFragment crystallizable regionCell biologyMolecular biologyMonoclonal antibodyImmunology

Abstract

fetched live from OpenAlex

Abstract In HIV-1 infection, many antibodies (Abs) are elicited to Envelope (Env) epitopes that are conformationally masked in the native trimer and are only available for antibody recognition after the trimer binds host cell CD4. Among these are epitopes within the Co-Receptor Binding Site (CoRBS) and the constant region 1 and 2 (C1-C2 or Cluster A region). In particular, C1-C2 epitopes map to the gp120 face interacting with gp41 in the native, ‘closed’ Env trimer present on HIV-1 virions or expressed on HIV-1 infected cells. Antibodies targeting this region are therefore non-neutralizing and their potential as mediators of antibody depended cellular cytoxicity (ADCC) of HIV-1 infected cells diminished by a lack of available binding targets. Here we present the design of Ab-CD4 chimeric proteins that consist of the Ab-IgG1 of a CoRBS or Cluster A specificity to the extracellular domain 1 and 2 of human CD4. Our Ab-CD4 hybrids induce potent ADCC against infected primary CD4+ T cells and neutralize tier 1 and 2 HIV-1 viruses. Furthermore, competition binding experiments reveal that the observed biological activities rely on both the antibody and CD4 moieties confirming their cooperativity in triggering conformational rearrangements of Env. Our data indicate the utility of these Ab-CD4 hybrids as antibody therapeutics effective in eliminating HIV-1 through the combined mechanisms of neutralization and ADCC. This is also the first report of single-chain-Ab-based molecules capable of opening ‘closed’ Env trimers on HIV-1 particles/infected cells to expose the Cluster A region and activate ADCC and neutralization against these non-neutralizing targets. Importance Highly conserved epitopes within the co-receptor binding site (CoRBS) and constant region 1 and 2 (C1C2 or Cluster A) are only available for antibody recognition after the HIV-1 Env trimer binds host cell CD4, therefore they are not accessible on virions and infected cells where the expression of CD4 is downregulated. Here we have developed new antibody fusion molecules in which domains 1 and 2 of soluble human CD4 are linked with monoclonal antibodies of either the CoRBS or Cluster A specificity. We optimized the conjugation sites and linker lengths to allow each of these novel bispecific fusion molecules to recognize native “closed” Env trimers and induce the structural rearrangements required for exposure of the epitopes for antibody binding. Our in vitro functional testing shows that our Ab-CD4 molecules can efficiently target and eliminate HIV-1 infected cells through antibody depended cellular cytoxicity (ADCC) and inactivate HIV-1 virus through neutralization.

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 score0.003

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 science0.0010.000
Research integrity0.0000.001
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 head0.015
GPT teacher head0.253
Teacher spread0.238 · 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

Citations2
Published2021
Admission routes2
Has abstractyes

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