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Record W4396213011 · doi:10.1101/2024.04.28.591549

PD-1 endocytosis unleashes the cytolytic potential of check-point blockade in tumor immunity

2024· preprint· en· W4396213011 on OpenAlexafffund
Elham Ben Saad, Andres Oroya, Nikhil Ponnoor Anto, Meriem Bachais, Christopher E. Rudd

Bibliographic record

VenuebioRxiv (Cold Spring Harbor Laboratory) · 2024
Typepreprint
Languageen
FieldMedicine
TopicCancer Immunotherapy and Biomarkers
Canadian institutionsMcGill UniversityUniversité de MontréalHôpital Maisonneuve-Rosemont
FundersCanadian Institutes of Health Research
KeywordsBlockadeEndocytosisEffectorCytolysisCancer researchPerforinImmune checkpointCD8Cell biologyCytotoxic T cellGranzymeAntibodyBiologyChemistryImmunologyImmune systemReceptorBiochemistry

Abstract

fetched live from OpenAlex

Summary PD-1 immune checkpoint blockade (ICB) is now a promising first-line treatment for many cancers. While the steric blockade of PD-1 binding to its ligand plays a role, the role of internalisation in promoting the efficacy of ICB has not been explored. In this study, we show that PD-1 internalisation also contributes by unlocking the full cytolytic potential of ICB in cancer immunotherapy. We found that anti-mouse and human PD-1 downregulate a subset of PD-1 surface receptors on T-cells with high-density surface PD-1 leaving T-cells with intermediate expression resistant to further internalisation. Down regulation was seen on both CD4 and CD8 cells but was maximally effective on CD8 effector cells. In human T-cells, nivolumab outperformed pembrolizumab in terms of rate and efficacy. We also found that PD-1 internalisation depended on bivalent antibody (Ab)-induced crosslinking, while monovalent Ab sterically blocked PD-1 without inducing endocytosis. Immunologically, while both monovalent and bivalent Ab limited B16-PD-L1 tumor growth, bivalent Ab was significantly more effective. In molecular terms, while both antibodies increased granzyme B (GZMB) expression in CD8+ cytolytic T-cells, the induction of the second key cytolytic pore-forming mediator, perforin, was dependent on the blockade and internalisation mediated by bilavent anti-PD-1. Our findings unveil a novel mechanism in checkpoint blockade where steric blockade combined with the removal of PD-1 from the cell surface by endocytosis can complement and optimize therapy. The targeting of PD-1 internalisation holds promise for enhancing anti-tumor immunity and improving PD-1 checkpoint blockade therapy. Graphical Abstract In brief Ben Saad et al define the mechanism of PD-1 inhibitory endocytosis and show that the removal of surface PD-1 by endocytosis plays a role in complementing and optimizing checkpoint blockade. Targeting PD-1 internalisation holds promise for enhancing anti-tumor immunity and improving the efficacy of PD-1 checkpoint blockade 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 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 communication0.0010.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.012
GPT teacher head0.234
Teacher spread0.221 · 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

Citations1
Published2024
Admission routes2
Has abstractyes

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