AMPK regulates germline stem cell integrity and quiescence through a <i>mir-1/tbc-7/rab-7</i> pathway in <i>C. elegans</i>
Bibliographic record
Abstract
Abstract During periods of energetic stress, Caenorhabditis elegans can undergo a global quiescent stage known as “dauer”. During this stage, all germline stem cells undergo G2 cell cycle arrest through an AMPK-dependent mechanism. In animals that lack AMPK signalling, the germ cells fail to arrest, undergo uncontrolled proliferation and lose their reproductive capacity. These germline defects are accompanied by an altered chromatin landscape and gene expression program. We identified an allele of tbc-7 , a RabGAP protein that functions in the neurons, which when compromised, suppresses the germline hyperplasia in the dauer larvae, as well as the post-dauer sterility and somatic defects characteristic of AMPK mutants. This mutation also corrects the abundance and aberrant distribution of transcriptionally activating and repressive chromatin marks in animals that otherwise lack all AMPK signalling. We identified RAB-7 as one of the potential RAB proteins that is regulated by tbc-7 and show that the activity of RAB-7 is critical for the maintenance of germ cell integrity during the dauer stage. A singular small RNA, mir-1 , was identified as a direct negative regulator of tbc-7 expression through the analysis of seed sequences on the 3’UTR of tbc-7 . Animals lacking mir-1 are post-dauer sterile, displaying a similar phenotype to AMPK mutants. Altogether, our findings describe a novel mir-1/tbc-7/rab-7 pathway occurring in the neurons that regulates the germ line in a cell non-autonomous manner.
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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".