Glucosamine-mediated immunomodulation after stroke is sexually dimorphic
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Bibliographic record
Abstract
Growing evidence suggests that galectin-3 (Gal-3) is instrumental in orchestrating innate immune response and microglia activation following different brain pathologies. However, its role remains controversial. We recently showed that a readily available natural product glucosamine may act as a strong modulator of Gal-3. Glucosamine is a naturally occurring sugar and a precursor in the synthesis of glycosylated proteins. It is often used as a supplement to treat symptoms of various inflammatory conditions. Our recent work suggests that by increasing the synthesis and availability of Gal-3 ligands and/or by regulating its expression levels, glucosamine may significantly modulate Gal-3 signaling. Because evidence suggests that Gal-3 might be differentially regulated after ischemic injury in the brains of female mice, here we examined and compared the immunomodulatory potential of glucosamine in male and female stroke. The mice were subjected to transient middle cerebral artery occlusion (MCAO), followed by different reperfusion periods. The short-term 5 days treatment with glucosamine (150 mg/kg i.p.) was initiated 2 hrs after stroke. To visualize the effects of glucosamine treatment on post-stroke inflammation, we took advantage of a transgenic mouse model bearing the dual reporter system luciferase/GFP under transcriptional control of a murine TLR2 promoter (TLR2-luc-GFP) allowing in vivo bioluminescence imaging of innate immune response and microglial activation. We report that after stroke, both, male and female mice strongly up-regulate the TLR2 bioluminescence signals from activated microglia, however, the observed in vivo immunomodulatory effects of glucosamine after stroke were sex-dependent. Analysis of cytokine profiles at protein level, in glucosamine-treated male mice 72hsr after stroke, revealed down regulation of pro-inflammatory cytokines, an increase in levels of anti-inflammatory cytokines including IL-4, IL13 and colony stimulating factors MCFC and GM-CSF and a significant decrease in the size of ischemic lesion in male mice. Conversely, in female mice glucosamine markedly increases the pro-inflammatory signaling and exacerbates ischemic injury. Analysis of the downstream signaling target of glucosamine/Gal-3 revealed that glucosamine administration restored PPAR-γ activity in male but not in female mice 3 days following MCAO. Together, our results suggest that glucosamine acts as a fine tuner of post-ischemic inflammation in a sex dependent-manner and may have therapeutic potential after stroke in males. Based on our results propose that targeting immune system after stroke may require adapted sex-specific therapeutic approaches.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it