Electrocorticographic and Astrocytic Signatures of Stearoyl-CoA Desaturase Inhibition in the Triple Transgenic Mouse Model of Alzheimer’s Disease
Bibliographic record
Abstract
ABSTRACT The symptomatology of Alzheimer’s disease (AD) includes cognitive deficits and sleep disturbances. Recent findings suggest the involvement of dysfunctions in lipid metabolism, such as oleic acid build-up, in the brain of AD patients and animal models. In addition, the inhibition of stearoyl-CoA desaturase (SCD), a lipid-converting enzyme, was shown to restore memory in triple transgenic (3xTg)-AD mice. In the brain, astrocytes regulate the synthesis of specific lipids. Alterations in astrocytes and their function were reported in AD patients and animal models, and astrocytes have been implicated in the regulation of sleep. However, the relationship between sleep disturbances, astrocytes and lipid metabolism remains to be explored in AD. This project thus aimed at assessing whether the inhibition of SCD restores sleep in 3xTg-AD mice, and whether this associated with modifications in astrocytic function. Wild-type (WT) and 3xTg-AD female mice (4-months old) received intracerebroventricular infusion of a SCD inhibitor (SCDi) or vehicle for 28 days, and a 24-hour electrocorticographic (ECoG) recording was conducted post-treatment. Post-mortem brain slices were stained for the astrocytic markers glial fibrillary acidic protein (GFAP) and 10-formyltetrahydrofolate dehydrogenase (ALDH1L1) to perform cell counting and/or morphological evaluation in the hippocampus, lateral hypothalamus and thalamus. The results indicate that the reduced time spent awake and increased time spent in slow wave sleep (SWS) in 3xTg-AD mice was not restored by the SCDi treatment. Similar observations were made concerning the increased number of wake and SWS bouts in 3xTg-AD mice. Rhythmic and scale-free ECoG activity were markedly altered in 3xTg-AD mice for all wake/sleep states, and SCDi significantly altered these phenotypes in a different manner in mutant mice in comparison to WT mice. GFAP- and ALDH1L1-positive cell densities were elevated in the hippocampus and lateral hypothalamus/thalamus of 3x-Tg-AD mice, respectively, and SCDi rescued the increase in the CA1 region in particular. Overall, these findings suggest that the multiple wake/sleep alterations in 3xTg-AD mice are not substantially restored by targeting lipid metabolism using SCD inhibition, at least for the targeted age window, but that this treatment can revert hippocampal changes in astrocytes. This work will benefit the understanding of the pathophysiology related to AD and associated sleep disturbances.
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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) | 0.001 | 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) | 0.001 | 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".