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Record W4402807570 · doi:10.1101/2024.09.10.612022

Nanomedicines targeting signaling of protease-activated receptor 2 in organelles provide sustained analgesia

2024· preprint· en· W4402807570 on OpenAlexaff
Shavonne Teng, Rocco Latorre, Divya Bhansali, Parker K. Lewis, Rachel E. Pollard, Chloe J. Peach, Badr Sokrat, Gokul S.A. Thanigai, Tracy Chiu, Dane D. Jensen, Nestor N. Jiménez-Vargas, Abby Mocherniak, Lucas T. Parreiras‐e‐Silva, Michel Bouvier, Matthew Bogyo, Michael Gaspari, Stephen Vanner, Nathalie M. Pinkerton, Kam W. Leong, Brian L. Schmidt, Nigel W. Bunnett

Bibliographic record

VenuebioRxiv (Cold Spring Harbor Laboratory) · 2024
Typepreprint
Languageen
FieldMedicine
TopicBlood Coagulation and Thrombosis Mechanisms
Canadian institutionsInstitute for Research in Immunology and CancerQueen's University
Fundersnot available
KeywordsOrganelleProteaseReceptorCell biologyChemistryPharmacologyMedicineBiologyBiochemistryEnzyme

Abstract

fetched live from OpenAlex

Although many internalized G protein-coupled receptors (GPCRs) continue to signal, the mechanisms and outcomes of GPCR signaling in organelles are uncertain due to the challenges of measuring organelle-specific signals and of selectively antagonizing receptors in intracellular compartments. Herein, genetically-encoded biosensors targeted to subcellular compartments were used to analyze organelle-specific signaling of protease-activated receptor 2 (PAR 2 ); the propensity of nanoparticles (NPs) to accumulate in endosomes was leveraged to selectively antagonize intracellular PAR 2 signaling of pain. PAR 2 agonists evoked sustained activation of PAR2, Gαq and β-arrestin-1 in early, late and recycling endosomes and the cis - and trans . Golgi apparatus, and activated extracellular signal regulated kinase (ERK) in the cytosol and nucleus, measured with organelle-targeted biosensors. Dendrimer and core-shell polymeric NPs accumulated in early and late endosomes of HEK293 cells, colonic epithelial cells and nociceptors, detected by confocal imaging of fluorescent NPs. NPs efficiently encapsulated and slowly released AZ3451, a negative allosteric PAR2 antagonist. NP-encapsulated AZ3451, but not unencapsulated AZ3451, rapidly and completely reversed PAR 2 , Gαq and β-arrestin-1 activation in endosomes and the Golgi apparatus and ERK activation in the cytosol and nucleus. When administered into the mouse colon lumen, dendrimer NPs accumulated in endosomes of colonocytes and polymeric NPs targeted neurons, sites of PAR 2 expression. Both NP-AZ3451 formulations, but not unencapsulated AZ3451, caused long-lasting analgesia and normalized aberrant behavior in preclinical models of inflammatory bowel disease. Thus, organelle-specific PAR 2 signals in colonocytes and nociceptors mediate pain. Antagonism of PAR 2 in organelles, rather than at the plasma membrane, provides effective pain relief.

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 science0.0000.000
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 head0.015
GPT teacher head0.240
Teacher spread0.225 · 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
Published2024
Admission routes1
Has abstractyes

Explore more

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