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Differential Role of Toll‐like Receptors in Elicitation of Cardiac Innate Response to IL‐10

2015· article· en· W1492668945 on OpenAlexafffund
Ashim K. Bagchi, Gauri Akolkar, Soma Mandal, Xiaoling Gao, Xi Yang, Pawan K. Singal

Bibliographic record

VenueThe FASEB Journal · 2015
Typearticle
Languageen
FieldImmunology and Microbiology
TopicImmune Response and Inflammation
Canadian institutionsUniversity of Manitoba
FundersCanadian Institutes of Health Research
KeywordsTLR2TLR4ReceptorToll-like receptorCytokineSignal transductionCell biologyTumor necrosis factor alphaReperfusion injuryMedicineChemistryBiologyInnate immune systemImmunologyIschemiaInternal medicine

Abstract

fetched live from OpenAlex

Pattern recognition receptors such as toll‐like receptor 2 (TLR2) and 4 (TLR4), are associated with myocardial ischemia/reperfusion (I/R) injury. Recently, it was suggested that TLR2 is detrimental whereas TLR4 promotes IL‐10‐mediated cardiac cell survival. However the mechanism of molecular balance between these two innate signaling molecules has not been elucidated. We explored the significance of these TLRs in response to IL‐10 in myocardial I/R injury using ex‐vivo, knockout (KO) and shRNA approaches. The ex‐vivo myocardial I/R injury model showed a marked expression of TLR2 and studies in the IL‐10 gene KO (IL‐10 ‐/‐ ) heart indicated a negative regulation of TLR2 by IL‐10. However, 40min reperfusion with IL‐10 after ischemia triggered TLR4 elevation. Inhibition of TLR4 activity using MyD88‐shRNA suggests a MyD88 adaptor molecule dependent activation of TLR4. Increased interleukin‐1 receptor‐associated kinase‐M (IRAK‐M) during I/R injury upregulates IRAK‐2, indicating IRAK‐M/IRAK‐2 requirement in TLR2 signaling. IL‐10 altered these changes significantly, suggesting that IL‐10 dissociates IRAK4 into IRAK 1. Circulating and myocardial levels of TNF‐α were higher in hearts with I/R injury. Consequently, TLR2‐mediated TNF‐α gene activation led to increased apoptosis by TLR2‐mediated IRAK‐M/IRAK‐2 activation. IL‐10 reduced the TNF‐α receptor‐associated increase in TRAIP/TRADD‐induced cell apoptosis during ischemia injury which led to an increase in IL‐1β to mitigate TGF‐βRII‐mediated fibrosis. Our results suggest that this cytokine may be a key therapeutic molecule in restoring heart health from ischemia injury via TLR4 innate signaling pathway (supported by CIHR).

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 score0.004

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 integrity0.0000.001
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 head0.012
GPT teacher head0.240
Teacher spread0.228 · 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
Published2015
Admission routes2
Has abstractyes

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