The <scp>GIRK</scp>2 subunit is involved in IS‐like seizures induced by <scp>GABA</scp><sub>B</sub> receptor agonists
Bibliographic record
Abstract
OBJECTIVE: Infantile spasms (or IS) is a catastrophic childhood epilepsy that is particularly prevalent in children with Down syndrome. Previously, we have shown that the Ts65Dn (Ts) mouse model of Down syndrome is a useful substrate upon which to develop an animal model of infantile spasms. Specifically, the Ts mouse is exquisitely sensitive to the electroencephalography (EEG) and behavioral effects of γ-aminobutyric acid (GABA) B receptor (GABA(B)R) agonists with a resultant phenotype that bears behavioral, EEG, and pharmacologic semblance to infantile spasms in humans. The G protein-coupled inward rectifying potassium channel subunit 2 (GIRK2) gene, KCNJ6, is overexpressed in Ts mice, and the GABA(B)R-mediated GIRK2 current is significantly increased in these mutant animals as well. Therefore, we formulated the hypothesis that the GIRK2 channel plays a significant role in the behavioral (measured by acute extensor spasms quantification) and EEG (measured by the electrodecremental response duration) phenotype induced in the Ts mice by GABA(B)R agonists. METHODS: GIRK2(-/-), (+/-), and (+/+) mice were treated with γ-butyrolactone (GBL), a pro-drug of the GABA(B)R agonist γ-hydroxybutyric acid, and the specific GABA(B)R agonist baclofen (BAC) under continuous EEG monitoring. These drugs induce epileptiform bursts, extensor spasms, and an electrodecremental response (EDR) in Ts mice at low doses, and in wild-type mice at high doses. A dose-response curve was ascertained with two treatment groups: GBL (100, 200, and 400 mg/kg) and BAC (4, 8, 12, and 16 mg/kg). We determined the baseline, the presence and duration of electrodecremental epochs (EDEs), and quantified acute epileptic extensor spasms. RESULTS: Analysis of EEG and behavior of GIRK2(-/-), (+/-), and (+/+) mice after treatment with GABA(B)R agonists and antagonists, indicate that GIRK2(-/-) mice are highly resistant to GABA(B)R agonist-induced EEG and behavioral changes. SIGNIFICANCE: These data increase the possibility that GIRK2 channel function plays a major role in the genesis of infantile spasms.
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".