PHAF1/MYTHO is a novel autophagy regulator that controls muscle integrity
Bibliographic record
Abstract
Skeletal muscles play key roles in movement, posture, thermogenesis, and whole-body metabolism. Autophagy plays essential roles in the regulation of muscle mass, function and integrity. However, the molecular machinery that regulates autophagy is still incompletely understood. In our recent study, we identified and characterized a novel Forkhead Box O (FoxO)-dependent gene, PHAF1/MYTHO (phagophore assembly factor 1/macro-autophagy and youth optimizer), as a novel autophagy regulator that controls muscle integrity. MYTHO/PHAF1 is upregulated in multiple conditions leading to muscle atrophy, and downregulation of its expression spares muscle atrophy triggered by fasting, denervation, cachexia and sepsis. Overexpression of PHAF1/MYTHO is sufficient to induce muscle atrophy. Prolonged downregulation of PHAF1/MYTHO causes a severe myopathic phenotype, which is characterized by impaired autophagy, muscle weakness, myofiber degeneration, mammalian target of rapamycin complex 1 (mTORC1) hyperactivation and extensive ultrastructural defects, such as accumulation of proteinaceous and membranous structures and tubular aggregates. This myopathic phenotype is attenuated upon administration of the mTORC1 inhibitor rapamycin. These findings position PHAF1/MYTHO as a novel regulator of skeletal muscle autophagy and tissue integrity.
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How this classification was reachedexpand
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| 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 | 0.002 |
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; both teacher heads agree on what is shown here.
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".