Mechanisms and physiological functions of ER-phagy
Bibliographic record
Abstract
The endoplasmic reticulum (ER) is the largest cellular organelle that undergoes constant turnover upon diverse functional demands and cellular signals. Removal of nonfunctional or superfluous subdomains is balanced by the parallel expansion and formation of ER membranes, leading to the dynamic exchange of ER components. In recent years, selective autophagy of the ER, termed ER-phagy, has emerged as a predominant process involved in ER degradation and maintenance of ER homeostasis. Identification of multiple ER-phagy receptors, many with additional ER-shaping functions, paved the way for our molecular understanding of ER turnover in different cells and organs. In this review, we describe the molecular principles underling the physiological functions of ER-phagy in maintaining ER homeostasis via receptor-mediated macroautophagy and elaborate current focus points of the field.
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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) | 0.000 | 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 teacher head, 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".