Lovastatin corrects ERK pathway hyperactivation in fragile X syndrome: potential of platelet’s signaling cascades as new outcome measures in clinical trials
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Bibliographic record
Abstract
AIM: To establish whether platelets from fragile X syndrome (FXS) individuals recapitulate FXS mouse neurons' defects in ERK and Akt pathways, and to evaluate the effect of lovastatin on these pathways. METHODS: ERK and Akt phosphorylation (pERK, pAkt) statuses were assessed with quantitative Western blotting before and after a 12-week lovastatin trial. RESULTS: Levels of pERK and pAkt were increased in FXS platelets, and lovastatin specifically normalized ERK activity. Changes in ERK phosphorylation were correlated with clinical response to lovastatin. CONCLUSIONS: Platelets' signaling pathways provide biomarkers that can be used as treatment outcome measures in FXS clinical trials.
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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 | 0.001 | 0.002 |
| 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) | 0.000 | 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