Iron regulatory protein 1 is not an early target of cadmium toxicity in mice, but it is sensitive to cadmium stress in a human epithelial cell line
Bibliographic record
Abstract
Disruption of iron homeostasis at the levels of intestinal absorption or erythropoiesis contributes to cadmium toxicity. Cellular iron homeostasis in metazoans is maintained by the iron regulatory proteins (IRPs) that regulate the synthesis of proteins involved in the transport, use, and storage of iron. The effect of cadmium intoxication on this regulatory system has been investigated in a cellular model of human epithelium. Cadmium exposure of HeLa cells did not activate the IRPs; rather, the amount of these proteins relative to that of housekeeping proteins decreased. Accordingly, the transferrin receptor mRNA level decreased upon cadmium insult. In a more integrated investigation, separate groups of mice had free access to different doses of cadmium in drinking water for 3 weeks. Cadmium accumulated in all analyzed organs, but its concentration in mouse tissues did not correlate with changes of the activity of the IRPs. The intoxicated mice did not show any sign of anemia, indicating that iron homeostasis was not immediately disrupted after the onset of cadmium accumulation. These data establish that cadmium destabilizes IRPs in mammalian cells, but that iron imbalance is not an early event of cadmium intoxication.
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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".