Inhibition of prostaglandin-degrading enzyme 15-PGDH rejuvenates aged muscle mass and strength
Bibliographic record
Abstract
Maintaining muscle Prostaglandin E2 (PGE2), an eicosanoid that mediates inflammatory responses, also supports the function of muscle stem cells. Palla et al. found that loss of PGE2 in aging mice contributes to loss of muscle and appears to be a consequence of increased activity of 15-hydroxyprostaglandin dehydrogenase (15-PGDH), an enzyme that degrades PGE2 (see the Perspective by Becker and Rudolph). Restoring PGE2 concentrations by inhibiting 15-PGDH in older mice improved muscle function. Decreased activity of 15-PGDH in older animals had beneficial effects that included decreased proteolysis and transforming growth factor–β signaling and increased mitochondrial function and autophagy. The findings reveal a potential therapeutic strategy to help maintain muscle mass and function during aging. Science , this issue p. eabc8059 ; see also p. 462
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 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) | 0.002 | 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 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".