Fluorothalidomide: A Characterization of Maternal and Developmental Toxicity in Rabbits and Mice
Bibliographic record
Abstract
The expanding therapeutic uses of thalidomide (TD) are limited by its teratogenic side effects. Although the therapeutic and teratogenic effects may be stereoselectively separable, rapid in vivo racemization of the TD isomers confounds the corroboration of this distinction. Herein we evaluated the potential of fluorothalidomide (FTD), the closest structural analog of TD with stable, nonracemizing isomers, as a model compound for studying stereoselectivity in TD teratogenesis. In contrast to TD, FTD was a potent maternal and fetal toxicant in both rabbits and mice in vivo. Furthermore, FTD rapidly degraded in vivo, presumably via hydrolysis, which in vitro was up to 22-fold faster for FTD than TD. Most critically, in an established rabbit embryo culture model for TD teratogenesis, FTD did not initiate the limb bud embryopathies observed with TD. The chemical instability and strikingly different maternal and developmental toxicological profiles of FTD and TD make FTD an unsuitable compound for studying stereoselective mechanisms of TD teratogenesis.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| 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) | 0.001 | 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".