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Record W4412595367 · doi:10.2147/jir.s529884

Targeting the NLRP3-ROS Axis: Disrupting the Oxidative-Inflammatory Vicious Cycle in Intracerebral Hemorrhage

2025· review· en· W4412595367 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueJournal of Inflammation Research · 2025
Typereview
Languageen
FieldMedicine
TopicIntracerebral and Subarachnoid Hemorrhage Research
Canadian institutionsHotchkiss Brain InstituteUniversity of Calgary
FundersCanadian Institutes of Health ResearchNatural Science Foundation of Hunan ProvinceChina Postdoctoral Science FoundationNational Natural Science Foundation of China
KeywordsInflammationOxidative stressOxidative phosphorylationIntracerebral hemorrhageOxidative damageReactive oxygen speciesMedicineCell biologyImmunologyChemistryBiologyBiochemistryInternal medicine

Abstract

fetched live from OpenAlex

Intracerebral hemorrhage (ICH) is a highly fatal disease that currently lacks effective treatment options. However, secondary brain injury has become a key focus in translational research, with oxidative stress (OS) identified as a central factor in ICH pathophysiology. Following ICH, hematoma components and inflammatory factors overwhelm the antioxidant defense system, triggering OS. Concurrently, neuroinflammation arises, driven by activated microglia that adopt a pro-inflammatory phenotype and release cytokines and chemokines. While neuroinflammation may support repair, it can also cause harmful secondary damage. Recent evidence indicates that NLRP3 is an important inflammasome considered a key player in OS and neuroinflammation. OS can activate the NLRP3 inflammasome by producing reactive oxygen species (ROS), further exacerbating the inflammatory response. Additionally, NLRP3 also plays an important role in regulating neuroinflammation. The activation of the NLRP3 inflammasome promotes the release of pro-inflammatory cytokines, further intensifying the neuroinflammatory response. The activation of NLRP3 is closely related to the polarization of microglia, potentially driving microglia to polarize towards the M1 type (pro-inflammatory), thereby exacerbating neuroinflammation. Therefore, we hypothesize that NLRP3 plays a critical regulatory role in OS and neuroinflammation following ICH. This review summarizes the regulatory role of the NLRP3 inflammasome in the interplay between OS and neuroinflammation, as well as its potential therapeutic targets related to ICH.

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.

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)0.019
metaresearch head score (Gemma)0.009
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.971
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0190.009
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0020.002
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0020.001
Research integrity0.0010.009
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 head0.050
GPT teacher head0.411
Teacher spread0.361 · 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