Placental Hypoxia-Induced Ferroptosis Drives Vascular Damage in Preeclampsia
Bibliographic record
Abstract
BACKGROUND: Iron is an essential micronutrient for cell survival and growth; however, excess of this metal drives ferroptosis. Although maternal iron imbalance and placental hypoxia are independent contributors to the pathogenesis of preeclampsia, a hypertensive disorder of pregnancy, the mechanisms by which their interaction impinge on maternal and placental health remain elusive. METHODS: We used placentae from normotensive and preeclampsia pregnancy cohorts, human H9 embryonic stem cells differentiated into cytotrophoblast-like cells, and placenta-specific Phd2 −/− preeclamptic mice. Lipid peroxidation and iron cargo of placenta-derived small extracellular vesicles (sEVs) isolated from the maternal circulation of control and preeclampsia individuals were examined by mass spectrometry, flow cytometry, and colorimetry. Human microvascular endothelial cells’ angiogenic capacity and function were examined after exposure to control and pathological sEVs. RESULTS: Placentae from preeclampsia pregnancies contain increased ferrous iron and lipid peroxidation byproduct, malondialdehyde. Antioxidant capacity is significantly lower in preeclampsia placentae, with decreased glutathione content, and GPx4 (glutathione peroxidase 4) expression and activity. Hypoxia triggers the occurrence of ferroptosis in human trophoblast cells and mouse Phd2 − /− placentae. Disrupted placental iron homeostasis in preeclampsia is accompanied by improper extrusion of iron through sEVs mediated by the pentaspan protein prominin-2. Heightened lipid peroxidation content was found in villous explants and maternal circulating sEVs of preeclampsia individuals. Exposure of human microvascular endothelial cells to preeclampsia-derived placental sEVs results in endothelial activation and impaired angiogenesis, which is rescued by treatment with hinokitiol, a compound known to restore tissue iron balance. CONCLUSIONS: In pregnancy, iron and oxygen work synergistically to conserve an operative antioxidant system to maintain iron homeostasis and protect the placenta from ferroptotic death. Hindrance to this system due to hypoxia results in heightened ferroptosis rates and sEV-mediated extrusion of harmful lipid peroxides from trophoblast cells into the circulation thereby contributing to maternal endothelial dysfunction characterizing preeclampsia.
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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".