MétaCan
Menu
Back to cohort
Record W2115646982 · doi:10.1002/glia.21093

The role of TLR2 in nerve injury‐induced neuropathic pain is essentially mediated through macrophages in peripheral inflammatory response

2010· article· en· W2115646982 on OpenAlexafffund
Xiang Shi, Hakima Zekki, Ji Zhang

Bibliographic record

VenueGlia · 2010
Typearticle
Languageen
FieldMedicine
TopicPain Mechanisms and Treatments
Canadian institutionsMcGill UniversityUniversité Laval
FundersCanadian Institutes of Health ResearchMcGill University
KeywordsTLR2MicrogliaNerve injuryPeripheral nerve injuryProinflammatory cytokineInflammationNeuropathic painCentral nervous systemHyperalgesiaTumor necrosis factor alphaReceptorMedicineBiologyImmunologyNeuroscienceTLR4Internal medicineSciatic nerveNociception

Abstract

fetched live from OpenAlex

Activation of macrophages/microglia via toll-like receptors (TLRs) plays an important role in inflammation and host defense against pathogens. Pathogen-associated molecular patterns bind TLRs, thereby triggering NF-κB signaling and production of proinflammatory cytokines. Recent data suggest that nonpathogenic molecules resulting from trauma can also trigger inflammation via TLRs. We sought to determine whether peripheral nerve injury could induce the expression of TLR2 on the site of injury-damaged nerves and/or in the central nervous system and to investigate whether TLR2 is necessary for the development of nerve injury-induced neuropathic pain. We observed a significant increase in TLR2, IκB-α, and TNF-α mRNAs in damaged nerves. Increased inflammation-related molecules were found essentially on ED1(+) macrophages. Expression of both IκB-α and TNF-α in peripheral injured nerves was reduced in TLR2 deficient mice where the recruitment of ED1(+) cells is significantly impaired. Although after peripheral nerve injury, spinal microglia became highly activated showing an increase in Iba-1 immunoreactivity and an enlargement of their cell bodies, neither TLR2 mRNA nor IκB-α mRNA was detected in activated microglia. Nerve injury-evoked spinal microglial activation was not significantly altered in TLR2 KO mice. Paw withdrawal threshold and latency in response to mechanical and heat stimuli, respectively, decreased shortly after nerve lesion in wild type mice. In TLR2 KO mice, nerve injury-induced thermal hyperalgesia was completely abolished contrary to that seen in wild-type mice, whereas mechanical allodynia was partially reduced. We suggest that TLR2 is necessary for the development of neuropathic pain and its contribution is more important in thermal hypersensitivity than that of mechanical allodynia.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.442
Threshold uncertainty score0.483

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
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)0.0000.000

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 head0.007
GPT teacher head0.259
Teacher spread0.252 · 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 teacher head, 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

Citations62
Published2010
Admission routes2
Has abstractyes

Explore more

Same venueGliaSame topicPain Mechanisms and TreatmentsFrench-language works237,207