Is mitochondrial generation of reactive oxygen species a trigger for autophagy?
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Autophagy is a conserved lysosomal degradation pathway that has been extensively studied in recent years. However, the mechanism of autophagy induction is still not clear. Mitochondria are important regulators of both apoptosis and autophagy. One of the triggers for mitochondrial mediated apoptosis is the production of reactive oxygen species (ROS). Recently, several studies have indicated that ROS may be also involved in induction of autophagy. ROS are molecules or ions that are formed by the incomplete one-electron reduction of oxygen, including superoxide (O2 (*-)), hydrogen peroxide (H2O2), hydroxyl radical ((*)OH), nitric oxide (NO), and peroxynitrite (ONOO-). Our recent studies provide strong evidences for the involvement of mitochondrially-generated ROS production in the induction of autophagy as determined by the formation of autophagosomes and autolysosomes. This was accomplished through treatment with mitochondrial toxins that inhibit the electron transport chain in transformed and cancer cells. In addition, we have determined that H2O2 and 2-methoxyestradiol (inhibitor of superoxide dismutases and electron transport chain) induce autophagy leading to cell death. In contrast, normal astrocytes fail to induce autophagy following treatment with mitochondrial toxins. Herein, we discuss several important points of our studies and provide a model for mitochondrially-induced autophagic cell death mediated by ROS.
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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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.003 | 0.002 |
| 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 | 0.001 | 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 it