Glutamate transporter and receptor function in disorders of ammonia metabolism
Bibliographic record
Abstract
Disorders of ammonia metabolism including urea cycle enzymopathies, Reye Syndrome, and liver failure are associated with brain edema and severe neurological impairment. Excess blood-borne ammonia crosses the blood-brain barrier by diffusion as NH(3) where it interacts with various cellular processes involved in neurotransmission and brain energy metabolism. Ammonia exerts a potent effect on glutamate (AMPA) receptor-mediated neurotransmission. Ammonia also inhibits high affinity transport of glutamate by an action on astrocytic glutamate transporter expression, an action which results in increased extracellular concentrations of glutamate. Acute hyperammonemia directly activates the NMDA subclass of glutamate receptors resulting in increased intracellular Ca(2+) and increased synthesis of nitric oxide and cGMP. Chronic hyperammonemia, on the other hand, results in a loss of NMDA receptor sites. Activation of NMDA receptors in acute ammonia toxicity results in depletion of ATP in brain. Neuropathologic studies in experimental animals with congenital urea cycle disorders and severe hyperammonemia reveal evidence of neuronal cell death which is excitotoxic in nature. These findings suggest that overactivation of NMDA receptors is a significant feature of acute hyperammonemic syndromes and that antagonists of these receptors or of their signal transduction pathway enzymes such as nNOS could be beneficial in the treatment of the central nervous system manifestations (encephalopathy, brain edema) which are characteristic of hyperammonemic disorders.
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 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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".