Delayed response in the rat frontal lobe transcriptome to perinatal exposure to the flame retardant <scp>BDE</scp>‐47
Bibliographic record
Abstract
BDE-47 is the most prevalent congener of polybrominated diphenyl ethers, which are widely used flame retardants, and is known for endocrine and behavioral disrupting properties in animals. Transient effect on spontaneous motor activity in rats following perinatal exposure to BDE-47 at low doses, relevant to human exposure, was reported in our previous study. The objective of this study was to screen for the long-term effects on gene expression in the brain of rats perinatally exposed to BDE-47. Wistar dams were exposed to BDE-47 (0.002 and 0.2 mg kg(-1) body weight) from gestation day 15 to postnatal day (PND) 20. Total RNA was extracted from the whole brain at PND10 and the brain frontal lobes at PND41 and hybridized to whole-genome RNA expression microarrays. The genes, differentially expressed 1.5-fold, were analyzed with the DAVID bioinformatics resources for cluster and gene-term enrichment. At PND41, clusters of genes involved in nerve impulse transmission, nervous system development and functioning, and core biosynthetic process were altered, including several downregulated genes of cation channels. Representation of LINE1 RNA was decreased significantly. Altered expression of genes involved in neurodevelopment occured at least 3 weeks after the last exposure and the behavioral manifestation of low dose BDE-47 toxicity.
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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".