Expression of the ecto‐ATPase NTPDase2 in the germinal zones of the developing and adult rat brain
Bibliographic record
Abstract
In the adult nervous system, multipotential stem cells of the subventricular zone of the lateral ventricles generate neuron precursors (type-A cells) that migrate via the rostral migratory stream to the olfactory bulb where they differentiate into neurons. The migrating neuroblasts are surrounded by a sheath of astrocytes (type-B cells). Using immunostaining, in situ hybridization and enzyme histochemistry, we demonstrate that the ecto-ATPase nucleoside triphosphate diphosphohydrolase 2 (NTPDase2) is expressed in the subventricular zone and the rostral migratory stream of the adult rat brain. This enzyme hydrolyses extracellular nucleoside triphosphates to the respective nucleoside diphosphates and is thought to directly modulate ATP receptor-mediated cell communication. Double labelling for the astrocyte intermediate filament protein GFAP and the glial glutamate transporter GLAST identifies the NTPDase2-positive cells as type-B cells. During development the enzyme protein is first detected at E18, long before expression of the astrocyte marker GFAP. It gradually becomes expressed along the ventricular and subventricular zone of the brain, followed by complete retraction to the adult expression pattern at P21. NTPDase2 is transiently expressed in the outer molecular layer of the dentate gyrus and within the cerebellar white matter and is associated with select microvessels, tanycytes of the third ventricle, and subpial astrocytes of the adult brain. Our results suggest that NTPDase2 can serve as a novel marker for specifying subsets of cells during in vivo and in vitro studies of neural development and raise the possibility that ATP-mediated signalling pathways play a role in neural development and differentiation.
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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 | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 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".