AMPK regulates germline stem cell quiescence and integrity through an endogenous small RNA pathway
Bibliographic record
Abstract
Abstract C. elegans larvae can undergo a global developmental arrest following the execution of a diapause-like state called ‘dauer’ in response to unfavourable growth conditions. Survival in this stage surpasses the normal lifespan of reproductive animals quite dramatically, and without any apparent negative impact on their reproductive fitness. During this period, the germ cells become quiescent and must retain their reproductive integrity so the animal can reproduce following recovery. This germline stem cell (GSC) arrest requires the activity of AMP-activated protein kinase (AMPK) and in its absence the germ line undergoes hyperplasia. We show here that AMPK mutant animals exhibit complete sterility after recovery from dauer, suggesting that germ cell integrity is compromised during this stage in the absence of AMPK. These defects correlate with altered abundance and distribution of a number of chromatin modifications that affect gene expression. These aberrant chromatin modifications, along with the supernumerary germ cell divisions and the observed post-dauer sterility, were all corrected by disabling key effectors of the small interfering RNA pathway ( dcr-1 and rde-4 ) and the primary Argonaute protein ergo-1, suggesting that AMPK regulates the function of these small RNA pathway components, and in its absence, the pathways become abnormally active. The aberrant regulation of the small RNA pathway components releases the germ cells from quiescence to proliferative state thereby compromising germ cell integrity. Curiously, AMPK expression in either the neurons or the excretory system is sufficient to restore the GSC quiescence and the fertility in the AMPK mutant post-dauer adults, while the fertility of these animals is also partially restored by disabling the dsRNA importer SID-1. Our data suggest that AMPK regulates a small RNA pathway in the soma to establish and/or maintain GSC quiescence and integrity cell non-autonomously in response to the energy stress associated with the dauer stage. Our findings therefore provide a unique model to better understand how the soma communicates with the germ line to establish the appropriate epigenetic modifications required to adapt to acute environmental challenges.
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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 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".