AMP-activated protein kinase suppresses autoimmune CNS disease by regulating M1 type macrophage-Th17 axis (IRC5P.474)
Bibliographic record
Abstract
Abstract AMPK is an energy-sensing metabolic switch implicating in various metabolic disorders. Here we report its new role in controlling the immunopathology of experimental autoimmune encephalitis by polarizing pro-inflammatory phenotype of Macrophage. AMPK alpha1 knockout (alpha1KO) developed severe EAE due to higher expression of IL17 with reduced IFNy and IL4. AMPK alpha1KO also exhibited increased number of infiltrated mononuclear cells in CNS due to impaired blood brain barrier integrity. Macrophage from alpha1KO mice exhibited M1 type phenotype (IL10lowIL12/23high) with stronger capacity to induce allogenic and antigen-specific T-cell response and also heightened the encephalitogenic property of MOG35-55-primed CD4 T cells in B6 mice. Collectively, our data shows AMPK controls the clinical outcome of disease by regulating M1 phenotype-Th17 axis in animal model of MS.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 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) | 0.003 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".