Altered morphology of YFP-expressing neurons in a Rett Syndrome mouse model
Bibliographic record
Abstract
Rett Syndrome (RTT, OMIM 312750) is a pervasive autism spectrum disorder affecting 1 in 10,000 females. The majority of cases are caused by mutations in the X-linked gene MECP2. The RTT phenotype appears to be caused by impaired synapse maturation or maintenance, resulting in disrupted autonomic nervous system function, mental retardation, ataxia, apraxia, and movement stereotypies. While not a neurodegenerative disorder RTT is marked by region-specific reductions in brain volume. We examined the morphology of YFP-expressing Layer 5 pyramidal neurons in the motor cortex of a MeCP2 mutant RTT mouse model. Mutant mice exhibited smaller somata and reduced dendritic lengths in both the apical tuft and basal arbor. Basal dendritic branching was also reduced proximal to the soma. These changes are consistent with the motor deficits observed in mutant mice and in human RTT patients. Altered expression of a Thy-1-YFP reporter transgene in MeCP2 mutant mice is also described.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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) | 0.003 | 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".