Muscarinic and N‐methyl‐D‐aspartate receptor blockade reveal differences in hippocampal local field potentials in mice with low cholinergic tone
Bibliographic record
Abstract
We hypothesize that hippocampal local field potentials in acetylcholine (ACh)-deficient mutant mice, compared to wild-type (WT) mice, will show lower sensitivity to muscarinic cholinergic antagonist scopolamine (5 mg/kg i.p.) but higher sensitivity to NMDA receptor antagonist 3-(2-carboxypiperazin-4-yl)propyl-1-phosphonic acid (CPP, 10 mg/kg i.p.). Recordings were made during walk and awake-immobility (IMM) in WT mice, and in mice with forebrain knockout (KO) of the vesicular acetylcholine transporter (VAChT) gene, or heterozygous knockdown of VAChT gene (KD). Scopolamine or CPP did not significantly alter walk theta frequency, which was higher in KD than WT/KO mice. Scopolamine decreased theta power peak rise during walk in WT/KD mice but not in KO mice, while CPP suppressed theta peak rise more in WT/KO mice than KD mice. During IMM, scopolamine decreased gamma1 (γ1, 30-58 Hz) power more in KD/WT mice than KO mice, while delta (1-4 Hz) power and delta-gamma cross-frequency coherence (CFC) were increased in all mouse groups during IMM or walk. During walk, scopolamine increased delta and beta (13-30 Hz) power and decreased gamma2 (γ2, 62-100 Hz) power and theta-γ2 CFC more in WT/KD than KO mice. Theta-γ2, but not theta-γ1, CFC increased with theta-peak-frequency in WT/KD mice, and was suppressed by scopolamine at high theta (8-10 Hz) frequency; theta-γ2 CFC in KO mice was not significantly altered by scopolamine. CPP decreased beta and gamma power more in KD/KO mice compared to WT mice, while delta power and delta-gamma CFC were increased in all mouse groups. ACh deficiency exacerbates the attenuation of beta and gamma power by CPP. We conclude that both muscarinic and NMDA transmission contribute toward hippocampal theta, beta, and gamma power, and a decrease in gamma power or theta-gamma CFC may be associated with loss of arousal and cognitive functions.
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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 | 0.001 | 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) | 0.002 | 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".